pax_global_header00006660000000000000000000000064122454105530014513gustar00rootroot0000000000000052 comment=f224a842264bb6d470d6ce58bba726a929dee564 pygrib-1.9.8/000077500000000000000000000000001224541055300130265ustar00rootroot00000000000000pygrib-1.9.8/COPYING000066400000000000000000000014221224541055300140600ustar00rootroot00000000000000copyright: copyright 2010 by Jeffrey Whitaker. Permission to use, copy, modify, and distribute this software and its documentation for any purpose and without fee is hereby granted, provided that the above copyright notice appear in all copies and that both that copyright notice and this permission notice appear in supporting documentation. THE AUTHOR DISCLAIMS ALL WARRANTIES WITH REGARD TO THIS SOFTWARE, INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE. pygrib-1.9.8/MANIFEST.in000077500000000000000000000010261224541055300145660ustar00rootroot00000000000000include MANIFEST.in include COPYING include pygrib.pyx include pygrib.c include g2clib.pyx include g2clib.c include redtoreg.pyx include redtoreg.c include ncepgrib2.py include setup.cfg.template include setup.py include test.py include README include README.macosx include utils/*grib* recursive-include docs * recursive-include ports * recursive-include ncepgrib2_docs * include sampledata/*.grb include sampledata/*.grib* include sampledata/*.bin recursive-include g2clib_src * include test/README include test/*py include man/*.1 pygrib-1.9.8/PKG-INFO000066400000000000000000000005101224541055300141170ustar00rootroot00000000000000Metadata-Version: 1.1 Name: pygrib Version: 1.9.8 Summary: Python module for reading/writing GRIB files Home-page: http://code.google.com/p/pygrib Author: Jeff Whitaker Author-email: jeffrey.s.whitaker@noaa.gov License: UNKNOWN Download-URL: http://code.google.com/p/pygrib/downloads/list Description: UNKNOWN Platform: UNKNOWN pygrib-1.9.8/README000066400000000000000000000016011224541055300137040ustar00rootroot00000000000000Python module for reading and writing GRIB files (edition 1 and edition 2). GRIB is the World Meteorological Organization (WMO) standard file format for the exchange of weather data. Provides a interfaces for the ECWMF GRIB_API C library and the NCEP grib2 C library, including command line utilities for listing (grib_list) and repacking (grib_repack) GRIB files. Quickstart: * Copy setup.cfg.template to setup.cfg, open in text editor, follow instructions in comments for editing. * Run 'python setup.py build' * Run 'python setup.py install' (with sudo if necessary) * Run 'python test.py' to test your pygrib installation. For full installation instructions and API documentation, see docs/index.html or http://pygrib.googlecode.com/svn/trunk/docs/index.html. Questions or comments - contact Jeff Whitaker or use http://code.google.com/p/pygrib/issues. pygrib-1.9.8/README.macosx000066400000000000000000000017611224541055300152040ustar00rootroot00000000000000pygrib is now available in macports (py-pygrib package), so the instructions below are obsolete (unless you want to keep up to date with the latest pygrib and let macports manage the installation). -------------------- Although pygrib is not yet part of MacPorts (http://www.macports.org), you can use the included Portfile to install it using a local Portfile repository. See ports/README for more details. Once macports is installed, and your local Portfile repo is set up, all you have to do to install pygrib and it's dependencies is run "sudo port install py27-pygrib". This will install pygrib from svn HEAD. To periodically upgrade, just do - sudo port uninstall py27-pygrib - sudo port install py27-pygrib (this will re-download and rebuild) google "macports local portfile" for more information on creating a local Portfile repository. pygrib has been submitted to the macports tracker, but has not yet been accepted. The ticket is here: https://trac.macports.org/ticket/32192. pygrib-1.9.8/docs/000077500000000000000000000000001224541055300137565ustar00rootroot00000000000000pygrib-1.9.8/docs/api-objects.txt000066400000000000000000000122501224541055300167170ustar00rootroot00000000000000pygrib pygrib-module.html pygrib.missingvalue_int pygrib-module.html#missingvalue_int pygrib.tolerate_badgrib_on pygrib-module.html#tolerate_badgrib_on pygrib.default_encoding pygrib-module.html#default_encoding pygrib.multi_support_off pygrib-module.html#multi_support_off pygrib._find pygrib-module.html#_find pygrib.multi_support_on pygrib-module.html#multi_support_on pygrib._private_atts pygrib-module.html#_private_atts pygrib.julian_to_datetime pygrib-module.html#julian_to_datetime pygrib.reload pygrib-module.html#reload pygrib._is_stringlike pygrib-module.html#_is_stringlike pygrib.__package__ pygrib-module.html#__package__ pygrib._ftimedict pygrib-module.html#_ftimedict pygrib.__version__ pygrib-module.html#__version__ pygrib._is_container pygrib-module.html#_is_container pygrib._get_grib_api_version pygrib-module.html#_get_grib_api_version pygrib.tolerate_badgrib_off pygrib-module.html#tolerate_badgrib_off pygrib.missingvalue_float pygrib-module.html#missingvalue_float pygrib.gaulats pygrib-module.html#gaulats pygrib.fromstring pygrib-module.html#fromstring pygrib.grib_api_version pygrib-module.html#grib_api_version pygrib.setdates pygrib-module.html#setdates pygrib.datetime_to_julian pygrib-module.html#datetime_to_julian pygrib.tolerate_badgrib pygrib-module.html#tolerate_badgrib pygrib.gribmessage pygrib.gribmessage-class.html pygrib.gribmessage.latlons pygrib.gribmessage-class.html#latlons pygrib.gribmessage.__getattribute__ pygrib.gribmessage-class.html#__getattribute__ pygrib.gribmessage.has_key pygrib.gribmessage-class.html#has_key pygrib.gribmessage._all_keys pygrib.gribmessage-class.html#_all_keys pygrib.gribmessage.__init__ pygrib.gribmessage-class.html#__init__ pygrib.gribmessage.__setattr__ pygrib.gribmessage-class.html#__setattr__ pygrib.gribmessage.__new__ pygrib.gribmessage-class.html#__new__ pygrib.gribmessage.is_missing pygrib.gribmessage-class.html#is_missing pygrib.gribmessage._read_only_keys pygrib.gribmessage-class.html#_read_only_keys pygrib.gribmessage.projparams pygrib.gribmessage-class.html#projparams pygrib.gribmessage.fcstimeunits pygrib.gribmessage-class.html#fcstimeunits pygrib.gribmessage.__getattr__ pygrib.gribmessage-class.html#__getattr__ pygrib.gribmessage.messagenumber pygrib.gribmessage-class.html#messagenumber pygrib.gribmessage._unshape_mask pygrib.gribmessage-class.html#_unshape_mask pygrib.gribmessage._ro_keys pygrib.gribmessage-class.html#_ro_keys pygrib.gribmessage._get_key pygrib.gribmessage-class.html#_get_key pygrib.gribmessage._reshape_mask pygrib.gribmessage-class.html#_reshape_mask pygrib.gribmessage.analDate pygrib.gribmessage-class.html#analDate pygrib.gribmessage.__getitem__ pygrib.gribmessage-class.html#__getitem__ pygrib.gribmessage.keys pygrib.gribmessage-class.html#keys pygrib.gribmessage.validDate pygrib.gribmessage-class.html#validDate pygrib.gribmessage.expand_grid pygrib.gribmessage-class.html#expand_grid pygrib.gribmessage.__setitem__ pygrib.gribmessage-class.html#__setitem__ pygrib.gribmessage.tostring pygrib.gribmessage-class.html#tostring pygrib.gribmessage.data pygrib.gribmessage-class.html#data pygrib.gribmessage.__delitem__ pygrib.gribmessage-class.html#__delitem__ pygrib.gribmessage.valid_key pygrib.gribmessage-class.html#valid_key pygrib.gribmessage._set_projparams pygrib.gribmessage-class.html#_set_projparams pygrib.gribmessage.__delattr__ pygrib.gribmessage-class.html#__delattr__ pygrib.gribmessage.__repr__ pygrib.gribmessage-class.html#__repr__ pygrib.gribmessage.expand_reduced pygrib.gribmessage-class.html#expand_reduced pygrib.index pygrib.index-class.html pygrib.index.__new__ pygrib.index-class.html#__new__ pygrib.index.keys pygrib.index-class.html#keys pygrib.index.write pygrib.index-class.html#write pygrib.index.select pygrib.index-class.html#select pygrib.index.types pygrib.index-class.html#types pygrib.index.__call__ pygrib.index-class.html#__call__ pygrib.index.close pygrib.index-class.html#close pygrib.index.__init__ pygrib.index-class.html#__init__ pygrib.index.name pygrib.index-class.html#name pygrib.open pygrib.open-class.html pygrib.open.close pygrib.open-class.html#close pygrib.open.message pygrib.open-class.html#message pygrib.open.next pygrib.open-class.html#next pygrib.open.seek pygrib.open-class.html#seek pygrib.open.__init__ pygrib.open-class.html#__init__ pygrib.open.__new__ pygrib.open-class.html#__new__ pygrib.open.__enter__ pygrib.open-class.html#__enter__ pygrib.open.messagenumber pygrib.open-class.html#messagenumber pygrib.open.select pygrib.open-class.html#select pygrib.open.closed pygrib.open-class.html#closed pygrib.open.rewind pygrib.open-class.html#rewind pygrib.open.__call__ pygrib.open-class.html#__call__ pygrib.open.tell pygrib.open-class.html#tell pygrib.open._advance pygrib.open-class.html#_advance pygrib.open.__exit__ pygrib.open-class.html#__exit__ pygrib.open.__getitem__ pygrib.open-class.html#__getitem__ pygrib.open.read pygrib.open-class.html#read pygrib.open.__next__ pygrib.open-class.html#__next__ pygrib.open.has_multi_field_msgs pygrib.open-class.html#has_multi_field_msgs pygrib.open.__iter__ pygrib.open-class.html#__iter__ pygrib.open.readline pygrib.open-class.html#readline pygrib.open.name pygrib.open-class.html#name pygrib.open.messages pygrib.open-class.html#messages pygrib-1.9.8/docs/class-tree.html000066400000000000000000000067241224541055300167170ustar00rootroot00000000000000 Class Hierarchy
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pygrib-1.9.8/docs/crarr.png000066400000000000000000000005241224541055300155760ustar00rootroot00000000000000PNG  IHDR eE,tEXtCreation TimeTue 22 Aug 2006 00:43:10 -0500` XtIME)} pHYsnu>gAMA aEPLTEðf4sW ЊrD`@bCܖX{`,lNo@xdE螊dƴ~TwvtRNS@fMIDATxc`@0&+(;; /EXؑ? n  b;'+Y#(r<"IENDB`pygrib-1.9.8/docs/epydoc.css000066400000000000000000000373051224541055300157630ustar00rootroot00000000000000 /* Epydoc CSS Stylesheet * * This stylesheet can be used to customize the appearance of epydoc's * HTML output. * */ /* Default Colors & Styles * - Set the default foreground & background color with 'body'; and * link colors with 'a:link' and 'a:visited'. * - Use bold for decision list terms. * - The heading styles defined here are used for headings *within* * docstring descriptions. All headings used by epydoc itself use * either class='epydoc' or class='toc' (CSS styles for both * defined below). */ body { background: #ffffff; color: #000000; } p { margin-top: 0.5em; margin-bottom: 0.5em; } a:link { color: #0000ff; } a:visited { color: #204080; } dt { font-weight: bold; } h1 { font-size: +140%; font-style: italic; font-weight: bold; } h2 { font-size: +125%; font-style: italic; font-weight: bold; } h3 { font-size: +110%; font-style: italic; font-weight: normal; } code { font-size: 100%; } /* N.B.: class, not pseudoclass */ a.link { font-family: monospace; } /* Page Header & Footer * - The standard page header consists of a navigation bar (with * pointers to standard pages such as 'home' and 'trees'); a * breadcrumbs list, which can be used to navigate to containing * classes or modules; options links, to show/hide private * variables and to show/hide frames; and a page title (using *

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This row contains a section title (marked by * 'span.table-header') as well as a show/hide private link * (marked by 'span.options', defined above). * - Summary tables that contain user-defined groups mark those * groups using 'group header' rows. */ td.table-header { background: #70b0ff; color: #000000; border: 1px solid #608090; } td.table-header table { color: #000000; } td.table-header table a:link { color: #0000ff; } td.table-header table a:visited { color: #204080; } span.table-header { font-size: 120%; font-weight: bold; } th.group-header { background: #c0e0f8; color: #000000; text-align: left; font-style: italic; font-size: 115%; border: 1px solid #608090; } /* Summary Tables (functions, variables, etc) * - Each object is described by a single row of the table with * two cells. The left cell gives the object's type, and is * marked with 'code.summary-type'. 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The width of this box is * restricted to 80 chars; if the value's repr is longer than * this it will be wrapped, using a backslash marked with * class 'variable-linewrap'. 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Line numbers are displayed with 'span.py-lineno'. * The expand/collapse block toggle button is displayed with * 'a.py-toggle' (Note: the CSS style for 'a.py-toggle' should not * modify the font size of the text.) * - If a source code page is opened with an anchor, then the * corresponding code block will be highlighted. The code * block's header is highlighted with 'py-highlight-hdr'; and * the code block's body is highlighted with 'py-highlight'. * - The remaining py-* classes are used to perform syntax * highlighting (py-string for string literals, py-name for names, * etc.) */ pre.py-doctest { padding: .5em; margin: 1em; background: #e8f0f8; color: #000000; border: 1px solid #708890; } table pre.py-doctest { background: #dce4ec; color: #000000; } pre.py-src { border: 2px solid #000000; background: #f0f0f0; color: #000000; } .py-line { border-left: 2px solid #000000; margin-left: .2em; padding-left: .4em; } .py-lineno { font-style: italic; font-size: 90%; padding-left: .5em; } a.py-toggle { text-decoration: none; } div.py-highlight-hdr { border-top: 2px solid #000000; border-bottom: 2px solid #000000; background: #d8e8e8; } div.py-highlight { border-bottom: 2px solid #000000; background: #d0e0e0; } .py-prompt { color: #005050; font-weight: bold;} .py-more { color: #005050; font-weight: bold;} .py-string { color: #006030; } .py-comment { color: #003060; } .py-keyword { color: #600000; } .py-output { color: #404040; } .py-name { color: #000050; } .py-name:link { color: #000050 !important; } .py-name:visited { color: #000050 !important; } .py-number { color: #005000; } .py-defname { color: #000060; font-weight: bold; } .py-def-name { color: #000060; font-weight: bold; } .py-base-class { color: #000060; } .py-param { color: #000060; } .py-docstring { color: #006030; } .py-decorator { color: #804020; } /* Use this if you don't want links to names underlined: */ /*a.py-name { text-decoration: none; }*/ /* Graphs & Diagrams * - These CSS styles are used for graphs & diagrams generated using * Graphviz dot. 'img.graph-without-title' is used for bare * diagrams (to remove the border created by making the image * clickable). */ img.graph-without-title { border: none; } img.graph-with-title { border: 1px solid #000000; } span.graph-title { font-weight: bold; } span.graph-caption { } /* General-purpose classes * - 'p.indent-wrapped-lines' defines a paragraph whose first line * is not indented, but whose subsequent lines are. * - The 'nomargin-top' class is used to remove the top margin (e.g. * from lists). The 'nomargin' class is used to remove both the * top and bottom margin (but not the left or right margin -- * for lists, that would cause the bullets to disappear.) */ p.indent-wrapped-lines { padding: 0 0 0 7em; text-indent: -7em; margin: 0; } .nomargin-top { margin-top: 0; } .nomargin { margin-top: 0; margin-bottom: 0; } /* HTML Log */ div.log-block { padding: 0; margin: .5em 0 .5em 0; background: #e8f0f8; color: #000000; border: 1px solid #000000; } div.log-error { padding: .1em .3em .1em .3em; margin: 4px; background: #ffb0b0; color: #000000; border: 1px solid #000000; } div.log-warning { padding: .1em .3em .1em .3em; margin: 4px; background: #ffffb0; color: #000000; border: 1px solid #000000; } div.log-info { padding: .1em .3em .1em .3em; margin: 4px; background: #b0ffb0; color: #000000; border: 1px solid #000000; } h2.log-hdr { background: #70b0ff; color: #000000; margin: 0; padding: 0em 0.5em 0em 0.5em; border-bottom: 1px solid #000000; font-size: 110%; } p.log { font-weight: bold; margin: .5em 0 .5em 0; } tr.opt-changed { color: #000000; font-weight: bold; } tr.opt-default { color: #606060; } pre.log { margin: 0; padding: 0; padding-left: 1em; } pygrib-1.9.8/docs/epydoc.js000066400000000000000000000245251224541055300156070ustar00rootroot00000000000000function toggle_private() { // Search for any private/public links on this page. 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API Documentation

This document contains the API (Application Programming Interface) documentation for this project. Documentation for the Python objects defined by the project is divided into separate pages for each package, module, and class. The API documentation also includes two pages containing information about the project as a whole: a trees page, and an index page.

Object Documentation

Each Package Documentation page contains:

  • A description of the package.
  • A list of the modules and sub-packages contained by the package.
  • A summary of the classes defined by the package.
  • A summary of the functions defined by the package.
  • A summary of the variables defined by the package.
  • A detailed description of each function defined by the package.
  • A detailed description of each variable defined by the package.

Each Module Documentation page contains:

  • A description of the module.
  • A summary of the classes defined by the module.
  • A summary of the functions defined by the module.
  • A summary of the variables defined by the module.
  • A detailed description of each function defined by the module.
  • A detailed description of each variable defined by the module.

Each Class Documentation page contains:

  • A class inheritance diagram.
  • A list of known subclasses.
  • A description of the class.
  • A summary of the methods defined by the class.
  • A summary of the instance variables defined by the class.
  • A summary of the class (static) variables defined by the class.
  • A detailed description of each method defined by the class.
  • A detailed description of each instance variable defined by the class.
  • A detailed description of each class (static) variable defined by the class.

Project Documentation

The Trees page contains the module and class hierarchies:

  • The module hierarchy lists every package and module, with modules grouped into packages. At the top level, and within each package, modules and sub-packages are listed alphabetically.
  • The class hierarchy lists every class, grouped by base class. If a class has more than one base class, then it will be listed under each base class. At the top level, and under each base class, classes are listed alphabetically.

The Index page contains indices of terms and identifiers:

  • The term index lists every term indexed by any object's documentation. For each term, the index provides links to each place where the term is indexed.
  • The identifier index lists the (short) name of every package, module, class, method, function, variable, and parameter. For each identifier, the index provides a short description, and a link to its documentation.

The Table of Contents

The table of contents occupies the two frames on the left side of the window. The upper-left frame displays the project contents, and the lower-left frame displays the module contents:

Project
Contents
...		 API
Documentation
Frame
Module
Contents
 
...
 

The project contents frame contains a list of all packages and modules that are defined by the project. Clicking on an entry will display its contents in the module contents frame. Clicking on a special entry, labeled "Everything," will display the contents of the entire project.

The module contents frame contains a list of every submodule, class, type, exception, function, and variable defined by a module or package. Clicking on an entry will display its documentation in the API documentation frame. Clicking on the name of the module, at the top of the frame, will display the documentation for the module itself.

The "frames" and "no frames" buttons below the top navigation bar can be used to control whether the table of contents is displayed or not.

The Navigation Bar

A navigation bar is located at the top and bottom of every page. It indicates what type of page you are currently viewing, and allows you to go to related pages. The following table describes the labels on the navigation bar. Note that not some labels (such as [Parent]) are not displayed on all pages.

Label Highlighted when... Links to...
[Parent] (never highlighted) the parent of the current package
[Package] viewing a package the package containing the current object
[Module] viewing a module the module containing the current object
[Class] viewing a class the class containing the current object
[Trees] viewing the trees page the trees page
[Index] viewing the index page the index page
[Help] viewing the help page the help page

The "show private" and "hide private" buttons below the top navigation bar can be used to control whether documentation for private objects is displayed. Private objects are usually defined as objects whose (short) names begin with a single underscore, but do not end with an underscore. For example, "_x", "__pprint", and "epydoc.epytext._tokenize" are private objects; but "re.sub", "__init__", and "type_" are not. However, if a module defines the "__all__" variable, then its contents are used to decide which objects are private.

A timestamp below the bottom navigation bar indicates when each page was last updated.

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Identifier Index

 [ A B C D E F G H I J K L M N O P Q R S T U V W X Y Z _ ]

A
analDate
(in gribmessage)		    
   

C
close()
(in index)		 close()
(in open)		 closed
(in open)
   

D
data()
(in gribmessage)		 datetime_to_julian()
(in pygrib)		 default_encoding
(in pygrib)
   

E
expand_grid()
(in gribmessage)		 expand_reduced
(in gribmessage)		  
   

F
fcstimeunits
(in gribmessage)		 fromstring()
(in pygrib)		  
   

G
gaulats()
(in pygrib)		 grib_api_version
(in pygrib)		 gribmessage
(in pygrib)
   

H
has_key()
(in gribmessage)		 has_multi_field_msgs
(in open)		  
   

I
index
(in pygrib)		 is_missing()
(in gribmessage)		  
   

J
julian_to_datetime()
(in pygrib)		    
   

K
keys
(in index)		 keys()
(in gribmessage)		  
   

L
latlons()
(in gribmessage)		    
   

M
message()
(in open)		 messages
(in open)		 multi_support_off()
(in pygrib)
messagenumber
(in gribmessage)		 missingvalue_float
(in pygrib)		 multi_support_on()
(in pygrib)
messagenumber
(in open)		 missingvalue_int
(in pygrib)		  

N
name
(in index)		 name
(in open)		 next()
(in open)
   

O
open
(in pygrib)		    
   

P
projparams
(in gribmessage)		 pygrib  
   

R
read()
(in open)		 reload()
(in pygrib)		  
readline()
(in open)		 rewind()
(in open)		  

S
seek()
(in open)		 select()
(in open)		  
select()
(in index)		 setdates()
(in pygrib)		  

T
tell()
(in open)		 tolerate_badgrib_off()
(in pygrib)		 tostring()
(in gribmessage)
tolerate_badgrib
(in pygrib)		 tolerate_badgrib_on()
(in pygrib)		 types
(in index)

V
valid_key()
(in gribmessage)		 validDate
(in gribmessage)		  
   

W
write()
(in index)		    
   

_
__call__()
(in index)		 __getitem__()
(in open)		 __package__
(in pygrib)
__call__()
(in open)		 __init__()
(in gribmessage)		 __repr__()
(in gribmessage)
__delattr__()
(in gribmessage)		 __init__()
(in index)		 __setattr__()
(in gribmessage)
__delitem__()
(in gribmessage)		 __init__()
(in open)		 __setitem__()
(in gribmessage)
__enter__()
(in open)		 __iter__()
(in open)		 __version__
(in pygrib)
__exit__()
(in open)		 __new__()
(in gribmessage)		 _ftimedict
(in pygrib)
__getattr__()
(in gribmessage)		 __new__()
(in index)		 _private_atts
(in pygrib)
__getattribute__()
(in gribmessage)		 __new__()
(in open)		  
__getitem__()
(in gribmessage)		 __next__()
(in open)		  


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Module pygrib

Module pygrib

Introduction

Python module for reading and writing GRIB (editions 1 and 2) files. GRIB is the World Meterological Organization standard for distributing gridded data. The module is a python interface to the GRIB API C library from the European Centre for Medium-Range Weather Forecasts (ECMWF).

Required

  • Python 2.4 or higher.
  • numpy N-dimensional array object for python. Version 1.2.1 or higher (version 1.5.1 required for Python 3).
  • pyproj Python interface to PROJ.4 library for cartographic transformations or matplotlib and the basemap toolkit. Pyproj 1.8.9 is required for Python 3.
  • GRIB API C library for encoding and decoding GRIB messages (edition 1 and edition 2). Version 1.8.0 or higher required. To be fully functional, the GRIB API library requires Jasper or OpenJPEG for JPEG200 encoding, and PNG for PNG encoding.

These dependencies are available via the package management system of most Linux distributions, and on MacOS X using macports. If you build grib_api yourself as a static library on a 64-bit system you may need to set CFLAGS to '-O2 -fPIC' before running the configure script. To use pygrib on Windows, you must use the Cygwin environment, since the grib_api library requires a posix environment. Cygwin installation instructions are available here.

Installation

  • Download the source code.
  • pygrib installation options can either be set with environment variables, or specified in a text file (setup.cfg). To use environment variables, set $GRIBAPI_DIR, $JASPER_DIR, $OPENJPEG_DIR, $PNG_DIR and $ZLIB_DIR so that the include files and libraries for GRIB API, Jasper, OpenJPEG, PNG and zlib will be found. For example, the include files for jasper should be found in $JASPER_DIR/include or $JASPER_DIR/include/jasper, and the jasper library should be found in $JASPER_DIR/lib or $JASPER_DIR/lib64. If any of those environment variables are not set, then it is assumed that GRIB API was not built with support for that library. If the libraries and include files are installed in separate locations, the environment variables $GRIBAPI_INCDIR and $GRIBAPI_LIBDIR can be used to define the locations separately (same goes for JASPER, OPENJPEG, PNG and ZLIB). To use setup.cfg, copy setup.cfg.template to setup.cfg, open setup.cfg in a text editor and follow the instructions in the comments for editing.
  • Run 'python setup.py build' and then 'python setup.py install', as root if necessary. Note that if you are using environment variables to specify the build options, you cannot build and install in one step with 'sudo python setup.py install', since sudo does not pass environment variables. Instead, run 'python setup.py build' first as a regular user, then run 'sudo python setup.py install' if the install directory requires admin or root privileges.
  • Run 'python test.py' to test your installation.
  • Look at examples in test directory (most require matplotlib and basemap).
  • If you're on MacOS X, see README.macosx for special instruction on how to install pygrib and all it's dependencies using macports.

Example usage

  • from the python interpreter prompt, import the package: 
      >>> import pygrib
  • open a GRIB file, create a grib message iterator: 
      >>> grbs = pygrib.open('sampledata/flux.grb')
  • pygrib open instances behave like regular python file objects, with seek, tell, read, readline and close methods, except that offsets are measured in grib messages instead of bytes: 
      >>> grbs.seek(2)
  >>> grbs.tell()
  2
  >>> grb = grbs.read(1)[0] # read returns a list with the next N (N=1 in this case) messages.
  >>> grb # printing a grib message object displays summary info
  3:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200
  >>> grbs.tell()
  3
  • print an inventory of the file: 
      >>> grbs.seek(0)
  >>> for grb in grbs:
  >>>     grb 
  1:Precipitation rate:kg m**-2 s**-1 (avg):regular_gg:surface:level 0:fcst time 108-120 hrs (avg):from 200402291200
  2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200
  3:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200
  4:Minimum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200
  • find the first grib message with a matching name: 
      >>> grb = grbs.select(name='Maximum temperature')[0]
  • extract the data values using the 'values' key (grb.keys() will return a list of the available keys): 
      # The data is returned as a numpy array, or if missing values or a bitmap
  # are present, a numpy masked array.  Reduced lat/lon or gaussian grid
  # data is automatically expanded to a regular grid. Details of the internal
  # representation of the grib data (such as the scanning mode) are handled
  # automatically.
  >>> maxt = grb.values # same as grb['values']
  >>> maxt.shape, maxt.min(), maxt.max()
  (94, 192) 223.7 319.9
  • get the latitudes and longitudes of the grid: 
      >>> lats, lons = grb.latlons()
  >>> lats.shape, lats.min(), lats.max(), lons.shape, lons.min(), lons.max()
  (94, 192) -88.5419501373 88.5419501373  0.0 358.125
  • get the second grib message: 
      >>> grb = grbs.message(2) # same as grbs.seek(1); grb=grbs.readline()
  >>> grb
  2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200
  • extract data and get lat/lon values for a subset over North America: 
      >>> data, lats, lons = grb.data(lat1=20,lat2=70,lon1=220,lon2=320)
  >>> data.shape, lats.min(), lats.max(), lons.min(), lons.max()
  (26, 53) 21.904439458 69.5216630593 221.25 318.75
  • modify the values associated with existing keys (either via attribute or dictionary access): 
      >>> grb['forecastTime'] = 240
  >>> grb.dataDate = 20100101
  • get the binary string associated with the coded message: 
      >>> msg = grb.tostring()
  >>> grbs.close() # close the grib file.
  • write the modified message to a new GRIB file: 
      >>> grbout = open('test.grb','wb')
  >>> grbout.write(msg)
  >>> grbout.close()
  >>> pygrib.open('test.grb').readline() 
  1:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 240 hrs:from 201001011200

Documentation

  • see below for the full python API documentation.

Changelog

Author: Jeffrey Whitaker.

Contact: Jeff Whitaker

Version: 1.9.8

Copyright: copyright 2010 by Jeffrey Whitaker.

License: Permission to use, copy, modify, and distribute this software and its documentation for any purpose and without fee is hereby granted, provided that the above copyright notice appear in all copies and that both that copyright notice and this permission notice appear in supporting documentation. THE AUTHOR DISCLAIMS ALL WARRANTIES WITH REGARD TO THIS SOFTWARE, INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.

Classes
gribmessage
Grib message object.
index
index(filename, *args)
open
open(filename)
Functions
 
datetime_to_julian(date)
convert python datetime instance to Julian day number.
 
fromstring(string)
Create a gribmessage instance from a python bytes object representing a binary grib message (the reverse of gribmessage.tostring).
 
gaulats(nlats)
Returns nlats gaussian latitudes, in degrees, oriented from north to south.
 
julian_to_datetime(julday)
convert Julian day number to python datetime instance.
 
multi_support_off(...)
turn off support for multi-field grib messages
 
multi_support_on(...)
turn on support for multi-field grib messages (default)
 
reload(grb)
Recreate gribmessage object, updating all the keys to be consistent with each other.
 
setdates(grb)
set fcstimeunits, analDate and validDate attributes using julianDay, forecastTime and indicatorOfUnitOfTimeRange.
 
tolerate_badgrib_off(...)
raise an exception when a missing or malformed key is encountered (default behavior).
 
tolerate_badgrib_on(...)
don't raise an exception when a missing or malformed key is encountered.
Variables
  __package__ = None
  __version__ = '1.9.8'
  default_encoding = 'ascii'
  grib_api_version = '1.11.0'
  missingvalue_float = -1e+100
  missingvalue_int = 4294967295
  tolerate_badgrib = False
Function Details

gaulats(nlats)

 

Returns nlats gaussian latitudes, in degrees, oriented from north to south. nlats must be even.

julian_to_datetime(julday)

 

convert Julian day number to python datetime instance.

Used to create validDate and analDate attributes from julianDay and forecastTime keys.

reload(grb)

 

Recreate gribmessage object, updating all the keys to be consistent with each other. For example, if the forecastTime key is changed, recreating the gribmessage object with this function will cause the analDate and verifDate keys to be updated accordingly.

Equivalent to fromstring(grb.tostring())

setdates(grb)

 

set fcstimeunits, analDate and validDate attributes using julianDay, forecastTime and indicatorOfUnitOfTimeRange. Called automatically when gribmessage instance created, but can be called manually to update keys if one of them is modified after instance creation.


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Module Hierarchy

  • pygrib: Python module for reading and writing GRIB (editions 1 and 2) files.
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Module pygrib

Module pygrib

Introduction

Python module for reading and writing GRIB (editions 1 and 2) files. GRIB is the World Meterological Organization standard for distributing gridded data. The module is a python interface to the GRIB API C library from the European Centre for Medium-Range Weather Forecasts (ECMWF).

Required

  • Python 2.4 or higher.
  • numpy N-dimensional array object for python. Version 1.2.1 or higher (version 1.5.1 required for Python 3).
  • pyproj Python interface to PROJ.4 library for cartographic transformations or matplotlib and the basemap toolkit. Pyproj 1.8.9 is required for Python 3.
  • GRIB API C library for encoding and decoding GRIB messages (edition 1 and edition 2). Version 1.8.0 or higher required. To be fully functional, the GRIB API library requires Jasper or OpenJPEG for JPEG200 encoding, and PNG for PNG encoding.

These dependencies are available via the package management system of most Linux distributions, and on MacOS X using macports. If you build grib_api yourself as a static library on a 64-bit system you may need to set CFLAGS to '-O2 -fPIC' before running the configure script. To use pygrib on Windows, you must use the Cygwin environment, since the grib_api library requires a posix environment. Cygwin installation instructions are available here.

Installation

  • Download the source code.
  • pygrib installation options can either be set with environment variables, or specified in a text file (setup.cfg). To use environment variables, set $GRIBAPI_DIR, $JASPER_DIR, $OPENJPEG_DIR, $PNG_DIR and $ZLIB_DIR so that the include files and libraries for GRIB API, Jasper, OpenJPEG, PNG and zlib will be found. For example, the include files for jasper should be found in $JASPER_DIR/include or $JASPER_DIR/include/jasper, and the jasper library should be found in $JASPER_DIR/lib or $JASPER_DIR/lib64. If any of those environment variables are not set, then it is assumed that GRIB API was not built with support for that library. If the libraries and include files are installed in separate locations, the environment variables $GRIBAPI_INCDIR and $GRIBAPI_LIBDIR can be used to define the locations separately (same goes for JASPER, OPENJPEG, PNG and ZLIB). To use setup.cfg, copy setup.cfg.template to setup.cfg, open setup.cfg in a text editor and follow the instructions in the comments for editing.
  • Run 'python setup.py build' and then 'python setup.py install', as root if necessary. Note that if you are using environment variables to specify the build options, you cannot build and install in one step with 'sudo python setup.py install', since sudo does not pass environment variables. Instead, run 'python setup.py build' first as a regular user, then run 'sudo python setup.py install' if the install directory requires admin or root privileges.
  • Run 'python test.py' to test your installation.
  • Look at examples in test directory (most require matplotlib and basemap).
  • If you're on MacOS X, see README.macosx for special instruction on how to install pygrib and all it's dependencies using macports.

Example usage

  • from the python interpreter prompt, import the package: 
      >>> import pygrib
  • open a GRIB file, create a grib message iterator: 
      >>> grbs = pygrib.open('sampledata/flux.grb')
  • pygrib open instances behave like regular python file objects, with seek, tell, read, readline and close methods, except that offsets are measured in grib messages instead of bytes: 
      >>> grbs.seek(2)
  >>> grbs.tell()
  2
  >>> grb = grbs.read(1)[0] # read returns a list with the next N (N=1 in this case) messages.
  >>> grb # printing a grib message object displays summary info
  3:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200
  >>> grbs.tell()
  3
  • print an inventory of the file: 
      >>> grbs.seek(0)
  >>> for grb in grbs:
  >>>     grb 
  1:Precipitation rate:kg m**-2 s**-1 (avg):regular_gg:surface:level 0:fcst time 108-120 hrs (avg):from 200402291200
  2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200
  3:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200
  4:Minimum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200
  • find the first grib message with a matching name: 
      >>> grb = grbs.select(name='Maximum temperature')[0]
  • extract the data values using the 'values' key (grb.keys() will return a list of the available keys): 
      # The data is returned as a numpy array, or if missing values or a bitmap
  # are present, a numpy masked array.  Reduced lat/lon or gaussian grid
  # data is automatically expanded to a regular grid. Details of the internal
  # representation of the grib data (such as the scanning mode) are handled
  # automatically.
  >>> maxt = grb.values # same as grb['values']
  >>> maxt.shape, maxt.min(), maxt.max()
  (94, 192) 223.7 319.9
  • get the latitudes and longitudes of the grid: 
      >>> lats, lons = grb.latlons()
  >>> lats.shape, lats.min(), lats.max(), lons.shape, lons.min(), lons.max()
  (94, 192) -88.5419501373 88.5419501373  0.0 358.125
  • get the second grib message: 
      >>> grb = grbs.message(2) # same as grbs.seek(1); grb=grbs.readline()
  >>> grb
  2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200
  • extract data and get lat/lon values for a subset over North America: 
      >>> data, lats, lons = grb.data(lat1=20,lat2=70,lon1=220,lon2=320)
  >>> data.shape, lats.min(), lats.max(), lons.min(), lons.max()
  (26, 53) 21.904439458 69.5216630593 221.25 318.75
  • modify the values associated with existing keys (either via attribute or dictionary access): 
      >>> grb['forecastTime'] = 240
  >>> grb.dataDate = 20100101
  • get the binary string associated with the coded message: 
      >>> msg = grb.tostring()
  >>> grbs.close() # close the grib file.
  • write the modified message to a new GRIB file: 
      >>> grbout = open('test.grb','wb')
  >>> grbout.write(msg)
  >>> grbout.close()
  >>> pygrib.open('test.grb').readline() 
  1:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 240 hrs:from 201001011200

Documentation

  • see below for the full python API documentation.

Changelog

Author: Jeffrey Whitaker.

Contact: Jeff Whitaker

Version: 1.9.8

Copyright: copyright 2010 by Jeffrey Whitaker.

License: Permission to use, copy, modify, and distribute this software and its documentation for any purpose and without fee is hereby granted, provided that the above copyright notice appear in all copies and that both that copyright notice and this permission notice appear in supporting documentation. THE AUTHOR DISCLAIMS ALL WARRANTIES WITH REGARD TO THIS SOFTWARE, INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.

Classes
gribmessage
Grib message object.
index
index(filename, *args)
open
open(filename)
Functions
 
datetime_to_julian(date)
convert python datetime instance to Julian day number.
 
fromstring(string)
Create a gribmessage instance from a python bytes object representing a binary grib message (the reverse of gribmessage.tostring).
 
gaulats(nlats)
Returns nlats gaussian latitudes, in degrees, oriented from north to south.
 
julian_to_datetime(julday)
convert Julian day number to python datetime instance.
 
multi_support_off(...)
turn off support for multi-field grib messages
 
multi_support_on(...)
turn on support for multi-field grib messages (default)
 
reload(grb)
Recreate gribmessage object, updating all the keys to be consistent with each other.
 
setdates(grb)
set fcstimeunits, analDate and validDate attributes using julianDay, forecastTime and indicatorOfUnitOfTimeRange.
 
tolerate_badgrib_off(...)
raise an exception when a missing or malformed key is encountered (default behavior).
 
tolerate_badgrib_on(...)
don't raise an exception when a missing or malformed key is encountered.
Variables
  __package__ = None
  __version__ = '1.9.8'
  default_encoding = 'ascii'
  grib_api_version = '1.11.0'
  missingvalue_float = -1e+100
  missingvalue_int = 4294967295
  tolerate_badgrib = False
Function Details

gaulats(nlats)

 

Returns nlats gaussian latitudes, in degrees, oriented from north to south. nlats must be even.

julian_to_datetime(julday)

 

convert Julian day number to python datetime instance.

Used to create validDate and analDate attributes from julianDay and forecastTime keys.

reload(grb)

 

Recreate gribmessage object, updating all the keys to be consistent with each other. For example, if the forecastTime key is changed, recreating the gribmessage object with this function will cause the analDate and verifDate keys to be updated accordingly.

Equivalent to fromstring(grb.tostring())

setdates(grb)

 

set fcstimeunits, analDate and validDate attributes using julianDay, forecastTime and indicatorOfUnitOfTimeRange. Called automatically when gribmessage instance created, but can be called manually to update keys if one of them is modified after instance creation.


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Module pygrib :: Class gribmessage

type gribmessage

object --+
         |
        gribmessage

Grib message object.

Each grib message has attributes corresponding to grib message keys for GRIB1 and GRIB2. Parameter names are are given by the name, shortName and paramID keys. pygrib also defines some special attributes which are defined below under the heading Instance Variables.

Instance Methods
 
__delattr__(...)
x.__delattr__('name') <==> del x.name
 
__delitem__(x, y)
del x[y]
 
__getattr__(...)
 
__getattribute__(...)
x.__getattribute__('name') <==> x.name
 
__getitem__(...)
access values associated with grib keys.
 
__init__(...)
x.__init__(...) initializes x; see help(type(x)) for signature
a new object with type S, a subtype of T
__new__(T, S, ...)
 
__repr__(...)
prints a short inventory of the grib message
 
__setattr__(...)
x.__setattr__('name', value) <==> x.name = value
 
__setitem__(...)
change values associated with existing grib keys.
 
data(lat1=None, lat2=None, lon1=None, lon2=None)
extract data, lats and lons for a subset region defined by the keywords lat1,lat2,lon1,lon2.
 
expand_grid(...)
toggle expansion of reduced grids to regular grids
 
has_key(key)
tests whether a grib message object has a specified key.
 
is_missing(key)
returns True if value associated with key is equal to grib missing value flag (False otherwise)
 
keys()
return keys associated with a grib message (a dictionary-like object)
 
latlons()
compute lats and lons (in degrees) of grid.
 
tostring()
return coded grib message in a binary string.
 
valid_key(key)
tests whether a grib message object has a specified key, it is not missing and it has a value that can be read.
Instance Variables
  analDate
A python datetime instance describing the analysis date and time for the forecast.
  expand_reduced
If True (default), reduced lat/lon and gaussian grids will be expanded to regular grids when data is accessed via "values" key.
  fcstimeunits
A string representing the forecast time units (an empty string if not defined).
  messagenumber
The grib message number in the file.
  projparams
A dictionary containing proj4 key/value pairs describing the grid.
  validDate
A python datetime instance describing the valid date and time for the forecast.
Method Details

__delattr__(...)

 

x.__delattr__('name') <==> del x.name

Overrides: object.__delattr__

__getattribute__(...)

 

x.__getattribute__('name') <==> x.name

Overrides: object.__getattribute__

__getitem__(...)
(Indexing operator)

 

access values associated with grib keys.

The key "values" will return the data associated with the grib message. The data is returned as a numpy array, or if missing values or a bitmap are present, a numpy masked array. Reduced lat/lon or gaussian grid data is automatically expanded to a regular grid using linear interpolation (nearest neighbor if an adjacent grid point is a missing value).

__init__(...)
(Constructor)

 

x.__init__(...) initializes x; see help(type(x)) for signature

Overrides: object.__init__

__new__(T, S, ...)

 
Returns: a new object with type S, a subtype of T
Overrides: object.__new__

__repr__(...)
(Representation operator)

 

prints a short inventory of the grib message

Overrides: object.__repr__

__setattr__(...)

 

x.__setattr__('name', value) <==> x.name = value

Overrides: object.__setattr__

data(lat1=None, lat2=None, lon1=None, lon2=None)

 

extract data, lats and lons for a subset region defined by the keywords lat1,lat2,lon1,lon2.

The default values of lat1,lat2,lon1,lon2 are None, which means the entire grid is returned.

If the grid type is unprojected lat/lon and a geographic subset is requested (by using the lat1,lat2,lon1,lon2 keywords), then 2-d arrays are returned, otherwise 1-d arrays are returned.

latlons()

 

compute lats and lons (in degrees) of grid. Currently handles reg. lat/lon, global gaussian, mercator, stereographic, lambert conformal, albers equal-area, space-view, azimuthal equidistant, reduced gaussian, reduced lat/lon, lambert azimuthal equal-area, rotated lat/lon and rotated gaussian grids.

Returns:
lats,lons, numpy arrays containing latitudes and longitudes of grid (in degrees).

Instance Variable Details

analDate

A python datetime instance describing the analysis date and time for the forecast. Only set if forecastTime and julianDay keys exist.

expand_reduced

If True (default), reduced lat/lon and gaussian grids will be expanded to regular grids when data is accessed via "values" key. If False, data is kept on unstructured reduced grid, and is returned in a 1-d array.

projparams

A dictionary containing proj4 key/value pairs describing the grid. Set to None for unsupported grid types.

validDate

A python datetime instance describing the valid date and time for the forecast. Only set if forecastTime and julianDay keys exist, and fcstimeunits is defined. If forecast time is a range, then validDate corresponds to the end of the range.

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Module pygrib :: Class index

type index

object --+
         |
        index

index(filename, *args)

returns grib index object given GRIB filename indexed by keys given in *args. The select or __call__ method can then be used to selected grib messages based on specified values of indexed keys. Unlike open.select, containers or callables cannot be used to select multiple key values. However, using index.select is much faster than open.select.

Warning: Searching for data within multi-field grib messages does not work using an index (and is not supported by the GRIB API library). NCEP often puts u and v winds together in a single multi-field grib message. You will get incorrect results if you try to use an index to find data in these messages. Use the slower, but more robust open.select in this case.

If no key are given (i.e. *args is empty), it is assumed the filename represents a previously saved index (created using the grib_index_build tool or index.write) instead of a GRIB file.

Example usage:

>>> import pygrib
>>> grbindx=pygrib.index('sampledata/gfs.grb','shortName','typeOfLevel','level')
>>> selected_grbs=grbindx.select(shortName='gh',typeOfLevel='isobaricInhPa',level=500)
>>> for grb in selected_grbs:
>>>     grb
1:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 500 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst
>>> # __call__ method does same thing as select
>>> selected_grbs=grbindx(shortName='u',typeOfLevel='isobaricInhPa',level=250)
>>> for grb in selected_grbs:
>>>     grb
1:u-component of wind:m s**-1 (instant):regular_ll:isobaricInhPa:level 250 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst
>>> grbindx.write('gfs.grb.idx') # save index to a file
>>> grbindx.close()
>>> grbindx = pygrib.index('gfs.grb.idx') # re-open index (no keys specified)
>>> for grb in selected_grbs:
>>>     grb
1:u-component of wind:m s**-1 (instant):regular_ll:isobaricInhPa:level 250 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst
Instance Methods
 
__call__(...)
same as select
 
__init__(filename, *args)
x.__init__(...) initializes x; see help(type(x)) for signature
a new object with type S, a subtype of T
__new__(T, S, ...)
 
close()
deallocate C structures associated with class instance
 
select(**kwargs)
return a list of gribmessage instances from grib index object corresponding to specific values of indexed keys (given by kwargs).
 
write(filename)
save grib index to file
Instance Variables
  keys
list of strings containing keys used in the index.
  types
if keys are typed, this list contains the type declarations (l, s or d).
Properties
  name
Method Details

__init__(filename, *args)
(Constructor)

 

x.__init__(...) initializes x; see help(type(x)) for signature

Overrides: object.__init__

__new__(T, S, ...)

 
Returns: a new object with type S, a subtype of T
Overrides: object.__new__

select(**kwargs)

 

return a list of gribmessage instances from grib index object corresponding to specific values of indexed keys (given by kwargs). Unlike open.select, containers or callables cannot be used to select multiple key values. However, using index.select is much faster than open.select.

Example usage:

>>> import pygrib
>>> grbindx=pygrib.index('sampledata/gfs.grb','shortName','typeOfLevel','level')
>>> selected_grbs=grbindx.select(shortName='gh',typeOfLevel='isobaricInhPa',level=500)
>>> for grb in selected_grbs:
>>>     grb
1:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 500 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst
>>> # __call__ method does same thing as select
>>> selected_grbs=grbindx(shortName='u',typeOfLevel='isobaricInhPa',level=250)
>>> for grb in selected_grbs:
>>>     grb
1:u-component of wind:m s**-1 (instant):regular_ll:isobaricInhPa:level 250 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst
>>> grbindx.close()

Instance Variable Details

types

if keys are typed, this list contains the type declarations (l, s or d). Type declarations are specified by appending to the key name (i.e. level:l will search for values of level that are longs).

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Module pygrib :: Class open

type open

object --+
         |
        open

open(filename)

returns GRIB file iterator object given GRIB filename. When iterated, returns instances of the gribmessage class. Behaves much like a python file object, with seek, tell, read and close methods, except that offsets are measured in grib messages instead of bytes. Additional methods include rewind (like seek(0)), message (like seek(N-1); followed by readline()), and select (filters messages based on specified conditions). The __call__ method forwards to select, and instances can be sliced with __getitem__ (returning lists of gribmessage instances). The position of the iterator is not altered by slicing with __getitem__.

Instance Methods
 
__call__(...)
same as select
 
__enter__(...)
 
__exit__(...)
 
__getitem__(x, y)
x[y]
 
__init__(filename)
x.__init__(...) initializes x; see help(type(x)) for signature
 
__iter__(x)
iter(x)
a new object with type S, a subtype of T
__new__(T, S, ...)
 
__next__(...)
 
close()
close GRIB file, deallocate C structures associated with class instance
 
message(N)
retrieve N'th message in iterator.
the next value, or raise StopIteration
next(x)
 
read(N=None)
read N messages from current position, returning grib messages instances in a list.
 
readline()
read one entire grib message from the file.
 
rewind(...)
rewind iterator (same as seek(0))
 
seek(N, from_what=0)
advance iterator N grib messages from beginning of file (if from_what=0), from current position (if from_what=1) or from the end of file (if from_what=2).
 
select(**kwargs)
return a list of gribmessage instances from iterator filtered by kwargs.
 
tell(...)
returns position of iterator (grib message number, 0 means iterator is positioned at beginning of file).
Instance Variables
  messagenumber
The grib message number that the iterator currently points to (the value returned by tell).
  messages
The total number of grib messages in the file.
  name
The GRIB file which the instance represents.
Properties
  closed
  has_multi_field_msgs
Method Details

__init__(filename)
(Constructor)

 

x.__init__(...) initializes x; see help(type(x)) for signature

Overrides: object.__init__

__new__(T, S, ...)

 
Returns: a new object with type S, a subtype of T
Overrides: object.__new__

message(N)

 

retrieve N'th message in iterator. same as seek(N-1) followed by readline().

read(N=None)

 

read N messages from current position, returning grib messages instances in a list. If N=None, all the messages to the end of the file are read. pygrib.open(f).read() is equivalent to list(pygrib.open(f)), both return a list containing gribmessage instances for all the grib messages in the file f.

readline()

 

read one entire grib message from the file. Returns a gribmessage instance, or None if an EOF is encountered.

select(**kwargs)

 

return a list of gribmessage instances from iterator filtered by kwargs. If keyword is a container object, each grib message in the iterator is searched for membership in the container. If keyword is a callable (has a _call__ method), each grib message in the iterator is tested using the callable (which should return a boolean). If keyword is not a container object or a callable, each grib message in the iterator is tested for equality.

Example usage:

>>> import pygrib
>>> grbs = pygrib.open('sampledata/gfs.grb')
>>> selected_grbs=grbs.select(shortName='gh',typeOfLevel='isobaricInhPa',level=10)
>>> for grb in selected_grbs: grb
26:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 10 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst
>>> # the __call__ method does the same thing
>>> selected_grbs=grbs(shortName='gh',typeOfLevel='isobaricInhPa',level=10)
>>> for grb in selected_grbs: grb
26:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 10 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst
>>> # to select multiple specific key values, use containers (e.g. sequences)
>>> selected_grbs=grbs(shortName=['u','v'],typeOfLevel='isobaricInhPa',level=[10,50])
>>> for grb in selected_grbs: grb
193:u-component of wind:m s**-1 (instant):regular_ll:isobaricInhPa:level 50 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst
194:v-component of wind:m s**-1 (instant):regular_ll:isobaricInhPa:level 50 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst
199:u-component of wind:m s**-1 (instant):regular_ll:isobaricInhPa:level 10 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst
200:v-component of wind:m s**-1 (instant):regular_ll:isobaricInhPa:level 10 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst
>>> # to select key values based on a conditional expression, use a function
>>> selected_grbs=grbs(shortName='gh',level=lambda l: l < 500 and l >= 300)
>>> for grb in selected_grbs: grb
14:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 45000 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst
15:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 40000 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst
16:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 35000 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst
17:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 30000 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst

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pygrib-1.9.8/g2clib.c000066400000000000000000012323461224541055300143470ustar00rootroot00000000000000/* Generated by Cython 0.17.4 on Fri Jan 11 07:16:35 2013 */ #define PY_SSIZE_T_CLEAN #include "Python.h" #ifndef Py_PYTHON_H #error Python headers needed to compile C extensions, please install development version of Python. #elif PY_VERSION_HEX < 0x02040000 #error Cython requires Python 2.4+. #else #include /* For offsetof */ #ifndef offsetof #define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) #endif #if !defined(WIN32) && !defined(MS_WINDOWS) #ifndef __stdcall #define __stdcall #endif #ifndef __cdecl #define __cdecl #endif #ifndef __fastcall #define __fastcall #endif #endif #ifndef DL_IMPORT #define DL_IMPORT(t) t #endif #ifndef DL_EXPORT #define DL_EXPORT(t) t #endif #ifndef PY_LONG_LONG #define PY_LONG_LONG LONG_LONG #endif #ifndef Py_HUGE_VAL #define Py_HUGE_VAL HUGE_VAL #endif #ifdef PYPY_VERSION #define CYTHON_COMPILING_IN_PYPY 1 #define CYTHON_COMPILING_IN_CPYTHON 0 #else #define CYTHON_COMPILING_IN_PYPY 0 #define CYTHON_COMPILING_IN_CPYTHON 1 #endif #if PY_VERSION_HEX < 0x02050000 typedef int Py_ssize_t; #define PY_SSIZE_T_MAX INT_MAX #define PY_SSIZE_T_MIN INT_MIN #define PY_FORMAT_SIZE_T "" #define CYTHON_FORMAT_SSIZE_T "" #define PyInt_FromSsize_t(z) PyInt_FromLong(z) #define PyInt_AsSsize_t(o) __Pyx_PyInt_AsInt(o) #define PyNumber_Index(o) ((PyNumber_Check(o) && !PyFloat_Check(o)) ? PyNumber_Int(o) : \ (PyErr_Format(PyExc_TypeError, \ "expected index value, got %.200s", Py_TYPE(o)->tp_name), \ (PyObject*)0)) #define __Pyx_PyIndex_Check(o) (PyNumber_Check(o) && !PyFloat_Check(o) && \ !PyComplex_Check(o)) #define PyIndex_Check __Pyx_PyIndex_Check #define PyErr_WarnEx(category, message, stacklevel) PyErr_Warn(category, message) #define __PYX_BUILD_PY_SSIZE_T "i" #else #define __PYX_BUILD_PY_SSIZE_T "n" #define CYTHON_FORMAT_SSIZE_T "z" #define __Pyx_PyIndex_Check PyIndex_Check #endif #if PY_VERSION_HEX < 0x02060000 #define Py_REFCNT(ob) (((PyObject*)(ob))->ob_refcnt) #define Py_TYPE(ob) (((PyObject*)(ob))->ob_type) #define Py_SIZE(ob) (((PyVarObject*)(ob))->ob_size) #define PyVarObject_HEAD_INIT(type, size) \ PyObject_HEAD_INIT(type) size, #define PyType_Modified(t) typedef struct { void *buf; PyObject *obj; Py_ssize_t len; Py_ssize_t itemsize; int readonly; int ndim; char *format; Py_ssize_t *shape; Py_ssize_t *strides; Py_ssize_t *suboffsets; void *internal; } Py_buffer; #define PyBUF_SIMPLE 0 #define PyBUF_WRITABLE 0x0001 #define PyBUF_FORMAT 0x0004 #define PyBUF_ND 0x0008 #define PyBUF_STRIDES (0x0010 | PyBUF_ND) #define PyBUF_C_CONTIGUOUS (0x0020 | PyBUF_STRIDES) #define PyBUF_F_CONTIGUOUS (0x0040 | PyBUF_STRIDES) #define PyBUF_ANY_CONTIGUOUS (0x0080 | PyBUF_STRIDES) #define PyBUF_INDIRECT (0x0100 | PyBUF_STRIDES) #define PyBUF_RECORDS (PyBUF_STRIDES | PyBUF_FORMAT | PyBUF_WRITABLE) #define PyBUF_FULL (PyBUF_INDIRECT | PyBUF_FORMAT | PyBUF_WRITABLE) typedef int (*getbufferproc)(PyObject *, Py_buffer *, int); typedef void (*releasebufferproc)(PyObject *, Py_buffer *); #endif #if PY_MAJOR_VERSION < 3 #define __Pyx_BUILTIN_MODULE_NAME "__builtin__" #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ PyCode_New(a, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) #else #define __Pyx_BUILTIN_MODULE_NAME "builtins" #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) #endif #if PY_MAJOR_VERSION < 3 && PY_MINOR_VERSION < 6 #define PyUnicode_FromString(s) PyUnicode_Decode(s, strlen(s), "UTF-8", "strict") #endif #if PY_MAJOR_VERSION >= 3 #define Py_TPFLAGS_CHECKTYPES 0 #define Py_TPFLAGS_HAVE_INDEX 0 #endif #if (PY_VERSION_HEX < 0x02060000) || (PY_MAJOR_VERSION >= 3) #define Py_TPFLAGS_HAVE_NEWBUFFER 0 #endif #if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) #define CYTHON_PEP393_ENABLED 1 #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ? 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/*proto*/ static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); /*proto*/ static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \ PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, \ const char* function_name); /*proto*/ static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /*proto*/ static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t, Py_ssize_t); /* proto */ static CYTHON_INLINE long __Pyx_div_long(long, long); /* proto */ static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { PyObject *r; if (!j) return NULL; r = PyObject_GetItem(o, j); Py_DECREF(j); return r; } #define __Pyx_GetItemInt_List(o, i, size, to_py_func) (((size) <= sizeof(Py_ssize_t)) ? \ __Pyx_GetItemInt_List_Fast(o, i) : \ __Pyx_GetItemInt_Generic(o, to_py_func(i))) static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i) { #if CYTHON_COMPILING_IN_CPYTHON if (likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { PyObject *r = PyList_GET_ITEM(o, i); 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static PyObject* __pyx_print_kwargs = 0; #endif static int __Pyx_PrintOne(PyObject* stream, PyObject *o); /*proto*/ static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *); static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *); static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject *); static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject *); static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject *); static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject *); static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject *); static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject *); static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject *); static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject *); static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject *); static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject *); static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject *); static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject *); static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *); static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *); static int __Pyx_check_binary_version(void); typedef struct { int code_line; PyCodeObject* code_object; } __Pyx_CodeObjectCacheEntry; struct __Pyx_CodeObjectCache { int count; int max_count; __Pyx_CodeObjectCacheEntry* entries; }; static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL}; static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line); static PyCodeObject *__pyx_find_code_object(int code_line); static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object); static void __Pyx_AddTraceback(const char *funcname, int c_line, int py_line, const char *filename); /*proto*/ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ /* Module declarations from 'g2clib' */ static PyObject *__pyx_f_6g2clib__toarray(void *, PyObject *); /*proto*/ #define __Pyx_MODULE_NAME "g2clib" int __pyx_module_is_main_g2clib = 0; /* Implementation of 'g2clib' */ static PyObject *__pyx_builtin_RuntimeError; static PyObject *__pyx_pf_6g2clib_rtoi_ieee(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rarr, PyObject *__pyx_v_iarr); /* proto */ static PyObject *__pyx_pf_6g2clib_2itor_ieee(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_iarr, PyObject *__pyx_v_rarr); /* proto */ static PyObject *__pyx_pf_6g2clib_4unpack1(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_gribmsg, PyObject *__pyx_v_ipos, PyObject *__pyx_v_zeros); /* proto */ static PyObject *__pyx_pf_6g2clib_6unpack3(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_gribmsg, PyObject *__pyx_v_ipos, PyObject *__pyx_v_zeros); /* proto */ static PyObject *__pyx_pf_6g2clib_8unpack4(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_gribmsg, PyObject *__pyx_v_ipos, PyObject *__pyx_v_zeros); /* proto */ static PyObject *__pyx_pf_6g2clib_10unpack5(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_gribmsg, PyObject *__pyx_v_ipos, PyObject *__pyx_v_zeros); /* proto */ static PyObject *__pyx_pf_6g2clib_12unpack6(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_gribmsg, PyObject *__pyx_v_ndpts, PyObject *__pyx_v_ipos, PyObject *__pyx_v_zeros); /* proto */ static PyObject *__pyx_pf_6g2clib_14unpack7(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_gribmsg, PyObject *__pyx_v_gdtnum, PyObject *__pyx_v_gdtmpl, PyObject *__pyx_v_drtnum, PyObject *__pyx_v_drtmpl, PyObject *__pyx_v_ndpts, PyObject *__pyx_v_ipos, PyObject *__pyx_v_zeros, PyObject *__pyx_v_printminmax, PyObject *__pyx_v_storageorder); /* proto */ static PyObject *__pyx_pf_6g2clib_16grib2_create(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_listsec0, PyObject *__pyx_v_listsec1); /* proto */ static PyObject *__pyx_pf_6g2clib_18grib2_end(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_gribmsg); /* proto */ static PyObject *__pyx_pf_6g2clib_20grib2_addgrid(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_gribmsg, PyObject *__pyx_v_gds, PyObject *__pyx_v_gdstmpl, PyObject *__pyx_v_deflist, CYTHON_UNUSED PyObject *__pyx_v_defnum); /* proto */ static PyObject *__pyx_pf_6g2clib_22grib2_addfield(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_gribmsg, PyObject *__pyx_v_pdsnum, PyObject *__pyx_v_pdstmpl, PyObject *__pyx_v_coordlist, PyObject *__pyx_v_drsnum, PyObject *__pyx_v_drstmpl, PyObject *__pyx_v_field, PyObject *__pyx_v_ibitmap, PyObject *__pyx_v_bitmap); /* proto */ static char __pyx_k_1[] = "error getting buffer for input real array"; static char __pyx_k_2[] = "error getting buffer for output integer array"; static char __pyx_k_3[] = "integer output array must be as least as long a real input array"; static char __pyx_k_4[] = "error getting buffer for output real array"; static char __pyx_k_5[] = "error getting buffer for input integer array"; static char __pyx_k_6[] = "real output array must be as least as long a integerinput array"; static char __pyx_k_7[] = "unknown array type %s"; static char __pyx_k_8[] = "Error unpacking section 1 - error code = %i"; static char __pyx_k_9[] = "Error unpacking section 3 - error code = %i"; static char __pyx_k_11[] = "Error unpacking section 4 - error code = %i"; static char __pyx_k_12[] = "Error unpacking section 5 - error code = %i"; static char __pyx_k_13[] = "Error unpacking section 6 - error code = %i"; static char __pyx_k_15[] = "Error unpacking section 7 - error code = %i"; static char __pyx_k_16[] = "%."; static char __pyx_k_17[] = "min/max="; static char __pyx_k_18[] = "/"; static char __pyx_k_19[] = " "; static char __pyx_k_20[] = "Error in grib2_create, error code = %i"; static char __pyx_k_21[] = " "; static char __pyx_k_22[] = "error in grib2_end, error code = %i"; static char __pyx_k_23[] = "error in grib2_addgrid, error code = %i"; static char __pyx_k_24[] = "error in grib2_addfield, error code = %i"; static char __pyx_k_25[] = "Pyrex code to provide python interfaces to functions\nin the NCEP grib2c library. Make changes to this file, not the\nc-wrappers that Pyrex generates."; static char __pyx_k_28[] = "/Users/jsw/python/pygrib/g2clib.pyx"; static char __pyx_k__C[] = "C"; static char __pyx_k__g[] = "g"; static char __pyx_k__i[] = "i"; static char __pyx_k__n[] = "n"; static char __pyx_k__f4[] = "f4"; static char __pyx_k__i1[] = "i1"; static char __pyx_k__i4[] = "i4"; static char __pyx_k__r1[] = "r1"; static char __pyx_k__fld[] = "fld"; static char __pyx_k__gds[] = "gds"; static char __pyx_k__ids[] = "ids"; static char __pyx_k__msg[] = "msg"; static char __pyx_k__pow[] = "pow"; static char __pyx_k__bmap[] = "bmap"; static char __pyx_k__ceil[] = "ceil"; static char __pyx_k__data[] = "data"; static char __pyx_k__iarr[] = "iarr"; static char __pyx_k__idat[] = "idat"; static char __pyx_k__ierr[] = "ierr"; static char __pyx_k__igds[] = "igds"; static char __pyx_k__ipos[] = "ipos"; static char __pyx_k__math[] = "math"; static char __pyx_k__rarr[] = "rarr"; static char __pyx_k__rdat[] = "rdat"; static char __pyx_k__rmax[] = "rmax"; static char __pyx_k__rmin[] = "rmin"; static char __pyx_k__cgrib[] = "cgrib"; static char __pyx_k__dtype[] = "dtype"; static char __pyx_k__field[] = "field"; static char __pyx_k__ibmap[] = "ibmap"; static char __pyx_k__idata[] = "idata"; static char __pyx_k__int32[] = "int32"; static char __pyx_k__iofst[] = "iofst"; static char __pyx_k__isec0[] = "isec0"; static char __pyx_k__isec1[] = "isec1"; static char __pyx_k__lgrib[] = "lgrib"; static char __pyx_k__log10[] = "log10"; static char __pyx_k__ndpts[] = "ndpts"; static char __pyx_k__ngpts[] = "ngpts"; static char __pyx_k__order[] = "order"; static char __pyx_k__rdata[] = "rdata"; static char __pyx_k__zeros[] = "zeros"; static char __pyx_k__bitmap[] = "bitmap"; static char __pyx_k__buflen[] = "buflen"; static char __pyx_k__defnum[] = "defnum"; static char __pyx_k__drsnum[] = "drsnum"; static char __pyx_k__drtmpl[] = "drtmpl"; static char __pyx_k__drtnum[] = "drtnum"; static char __pyx_k__fldmax[] = "fldmax"; static char __pyx_k__fldmin[] = "fldmin"; static char __pyx_k__format[] = "format"; static char __pyx_k__g2clib[] = "g2clib"; static char __pyx_k__gdsdat[] = "gdsdat"; static char __pyx_k__gdtmpl[] = "gdtmpl"; static char __pyx_k__gdtnum[] = "gdtnum"; static char __pyx_k__idsect[] = "idsect"; static char __pyx_k__idslen[] = "idslen"; static char __pyx_k__pdsnum[] = "pdsnum"; static char __pyx_k__pdtmpl[] = "pdtmpl"; static char __pyx_k__bufleni[] = "bufleni"; static char __pyx_k__buflenr[] = "buflenr"; static char __pyx_k__deflist[] = "deflist"; static char __pyx_k__drstmpl[] = "drstmpl"; static char __pyx_k__float32[] = "float32"; static char __pyx_k__gdstmpl[] = "gdstmpl"; static char __pyx_k__gribmsg[] = "gribmsg"; static char __pyx_k__ibitmap[] = "ibitmap"; static char __pyx_k__idefnum[] = "idefnum"; static char __pyx_k__idrsnum[] = "idrsnum"; static char __pyx_k__igdsnum[] = "igdsnum"; static char __pyx_k__ipdsnum[] = "ipdsnum"; static char __pyx_k__ngrdpts[] = "ngrdpts"; static char __pyx_k__pdstmpl[] = "pdstmpl"; static char __pyx_k__unpack1[] = "unpack1"; static char __pyx_k__unpack3[] = "unpack3"; static char __pyx_k__unpack4[] = "unpack4"; static char __pyx_k__unpack5[] = "unpack5"; static char __pyx_k__unpack6[] = "unpack6"; static char __pyx_k__unpack7[] = "unpack7"; static char __pyx_k____main__[] = "__main__"; static char __pyx_k____test__[] = "__test__"; static char __pyx_k__fielddat[] = "fielddat"; static char __pyx_k__ideflist[] = "ideflist"; static char __pyx_k__idrstmpl[] = "idrstmpl"; static char __pyx_k__igdstmpl[] = "igdstmpl"; static char __pyx_k__ipdstmpl[] = "ipdstmpl"; static char __pyx_k__listsec0[] = "listsec0"; static char __pyx_k__listsec1[] = "listsec1"; static char __pyx_k__numcoord[] = "numcoord"; static char __pyx_k__bitmapdat[] = "bitmapdat"; static char __pyx_k__coordlist[] = "coordlist"; static char __pyx_k__drtmpldat[] = "drtmpldat"; static char __pyx_k__gdtmpldat[] = "gdtmpldat"; static char __pyx_k__grib2_end[] = "grib2_end"; static char __pyx_k__itor_ieee[] = "itor_ieee"; static char __pyx_k__mapdrslen[] = "mapdrslen"; static char __pyx_k__mappdslen[] = "mappdslen"; static char __pyx_k__pdtmpldat[] = "pdtmpldat"; static char __pyx_k__rtoi_ieee[] = "rtoi_ieee"; static char __pyx_k__deflistdat[] = "deflistdat"; static char __pyx_k__fcoordlist[] = "fcoordlist"; static char __pyx_k__gdstmpldat[] = "gdstmpldat"; static char __pyx_k__icoordlist[] = "icoordlist"; static char __pyx_k__mapgridlen[] = "mapgridlen"; static char __pyx_k__listsec0dat[] = "listsec0dat"; static char __pyx_k__listsec1dat[] = "listsec1dat"; static char __pyx_k__printminmax[] = "printminmax"; static char __pyx_k__RuntimeError[] = "RuntimeError"; static char __pyx_k__coordlistdat[] = "coordlistdat"; static char __pyx_k__grib2_create[] = "grib2_create"; static char __pyx_k__minmaxstring[] = "minmaxstring"; static char __pyx_k__storageorder[] = "storageorder"; static char __pyx_k__grib2_addgrid[] = "grib2_addgrid"; static char __pyx_k__grib2_addfield[] = "grib2_addfield"; static char __pyx_k__bitsofprecision[] = "bitsofprecision"; static char __pyx_k__digitsofprecision[] = "digitsofprecision"; static PyObject *__pyx_kp_s_1; static PyObject *__pyx_kp_s_11; static PyObject *__pyx_kp_s_12; static PyObject *__pyx_kp_s_13; static PyObject *__pyx_kp_s_15; static PyObject *__pyx_kp_s_16; static PyObject *__pyx_kp_s_17; static PyObject *__pyx_kp_s_18; static PyObject *__pyx_kp_b_19; static PyObject *__pyx_kp_s_2; static PyObject *__pyx_kp_s_20; static PyObject *__pyx_kp_b_21; static PyObject *__pyx_kp_s_22; static PyObject *__pyx_kp_s_23; static PyObject *__pyx_kp_s_24; static PyObject *__pyx_kp_s_28; static PyObject *__pyx_kp_s_3; static PyObject *__pyx_kp_s_4; static PyObject *__pyx_kp_s_5; static PyObject *__pyx_kp_s_6; static PyObject *__pyx_kp_s_7; static PyObject *__pyx_kp_s_8; static PyObject *__pyx_kp_s_9; static PyObject *__pyx_n_s__C; static PyObject *__pyx_n_s__RuntimeError; static PyObject *__pyx_n_s____main__; static PyObject *__pyx_n_s____test__; static PyObject *__pyx_n_s__bitmap; static PyObject *__pyx_n_s__bitmapdat; static PyObject *__pyx_n_s__bitsofprecision; static PyObject *__pyx_n_s__bmap; static PyObject *__pyx_n_s__buflen; static PyObject *__pyx_n_s__bufleni; static PyObject *__pyx_n_s__buflenr; static PyObject *__pyx_n_s__ceil; static PyObject *__pyx_n_s__cgrib; static PyObject *__pyx_n_s__coordlist; static PyObject *__pyx_n_s__coordlistdat; static PyObject *__pyx_n_s__data; static PyObject *__pyx_n_s__deflist; static PyObject *__pyx_n_s__deflistdat; static PyObject *__pyx_n_s__defnum; static PyObject *__pyx_n_s__digitsofprecision; static PyObject *__pyx_n_s__drsnum; static PyObject *__pyx_n_s__drstmpl; static PyObject *__pyx_n_s__drtmpl; static PyObject *__pyx_n_s__drtmpldat; static PyObject *__pyx_n_s__drtnum; static PyObject *__pyx_n_s__dtype; static PyObject *__pyx_n_s__f4; static PyObject *__pyx_n_s__fcoordlist; static PyObject *__pyx_n_s__field; static PyObject *__pyx_n_s__fielddat; static PyObject *__pyx_n_s__fld; static PyObject *__pyx_n_s__fldmax; static PyObject *__pyx_n_s__fldmin; static PyObject *__pyx_n_s__float32; static PyObject *__pyx_n_s__format; static PyObject *__pyx_n_s__g; static PyObject *__pyx_n_s__g2clib; static PyObject *__pyx_n_s__gds; static PyObject *__pyx_n_s__gdsdat; static PyObject *__pyx_n_s__gdstmpl; static PyObject *__pyx_n_s__gdstmpldat; static PyObject *__pyx_n_s__gdtmpl; static PyObject *__pyx_n_s__gdtmpldat; static PyObject *__pyx_n_s__gdtnum; static PyObject *__pyx_n_s__grib2_addfield; static PyObject *__pyx_n_s__grib2_addgrid; static PyObject *__pyx_n_s__grib2_create; static PyObject *__pyx_n_s__grib2_end; static PyObject *__pyx_n_s__gribmsg; static PyObject *__pyx_n_s__i; static PyObject *__pyx_n_s__i1; static PyObject *__pyx_n_s__i4; static PyObject *__pyx_n_s__iarr; static PyObject *__pyx_n_s__ibitmap; static PyObject *__pyx_n_s__ibmap; static PyObject *__pyx_n_s__icoordlist; static PyObject *__pyx_n_s__idat; static PyObject *__pyx_n_s__idata; static PyObject *__pyx_n_s__ideflist; static PyObject *__pyx_n_s__idefnum; static PyObject *__pyx_n_s__idrsnum; static PyObject *__pyx_n_s__idrstmpl; static PyObject *__pyx_n_s__ids; static PyObject *__pyx_n_s__idsect; static PyObject *__pyx_n_s__idslen; static PyObject *__pyx_n_s__ierr; static PyObject *__pyx_n_s__igds; static PyObject *__pyx_n_s__igdsnum; static PyObject *__pyx_n_s__igdstmpl; static PyObject *__pyx_n_s__int32; static PyObject *__pyx_n_s__iofst; static PyObject *__pyx_n_s__ipdsnum; static PyObject *__pyx_n_s__ipdstmpl; static PyObject *__pyx_n_s__ipos; static PyObject *__pyx_n_s__isec0; static PyObject *__pyx_n_s__isec1; static PyObject *__pyx_n_s__itor_ieee; static PyObject *__pyx_n_s__lgrib; static PyObject *__pyx_n_s__listsec0; static PyObject *__pyx_n_s__listsec0dat; static PyObject *__pyx_n_s__listsec1; static PyObject *__pyx_n_s__listsec1dat; static PyObject *__pyx_n_s__log10; static PyObject *__pyx_n_s__mapdrslen; static PyObject *__pyx_n_s__mapgridlen; static PyObject *__pyx_n_s__mappdslen; static PyObject *__pyx_n_s__math; static PyObject *__pyx_n_s__minmaxstring; static PyObject *__pyx_n_s__msg; static PyObject *__pyx_n_s__n; static PyObject *__pyx_n_s__ndpts; static PyObject *__pyx_n_s__ngpts; static PyObject *__pyx_n_s__ngrdpts; static PyObject *__pyx_n_s__numcoord; static PyObject *__pyx_n_s__order; static PyObject *__pyx_n_s__pdsnum; static PyObject *__pyx_n_s__pdstmpl; static PyObject *__pyx_n_s__pdtmpl; static PyObject *__pyx_n_s__pdtmpldat; static PyObject *__pyx_n_s__pow; static PyObject *__pyx_n_s__printminmax; static PyObject *__pyx_n_s__r1; static PyObject *__pyx_n_s__rarr; static PyObject *__pyx_n_s__rdat; static PyObject *__pyx_n_s__rdata; static PyObject *__pyx_n_s__rmax; static PyObject *__pyx_n_s__rmin; static PyObject *__pyx_n_s__rtoi_ieee; static PyObject *__pyx_n_s__storageorder; static PyObject *__pyx_n_s__unpack1; static PyObject *__pyx_n_s__unpack3; static PyObject *__pyx_n_s__unpack4; static PyObject *__pyx_n_s__unpack5; static PyObject *__pyx_n_s__unpack6; static PyObject *__pyx_n_s__unpack7; static PyObject *__pyx_n_s__zeros; static PyObject *__pyx_int_0; static PyObject *__pyx_int_1; static PyObject *__pyx_int_2; static PyObject *__pyx_int_4; static PyObject *__pyx_int_5; static PyObject *__pyx_int_8; static PyObject *__pyx_int_254; static PyObject *__pyx_int_260; static PyObject *__pyx_k_14; static PyObject *__pyx_k_tuple_10; static PyObject *__pyx_k_tuple_26; static PyObject *__pyx_k_tuple_29; static PyObject *__pyx_k_tuple_31; static PyObject *__pyx_k_tuple_33; static PyObject *__pyx_k_tuple_35; static PyObject *__pyx_k_tuple_37; static PyObject *__pyx_k_tuple_39; static PyObject *__pyx_k_tuple_41; static PyObject *__pyx_k_tuple_43; static PyObject *__pyx_k_tuple_45; static PyObject *__pyx_k_tuple_47; static PyObject *__pyx_k_tuple_49; static PyObject *__pyx_k_codeobj_27; static PyObject *__pyx_k_codeobj_30; static PyObject *__pyx_k_codeobj_32; static PyObject *__pyx_k_codeobj_34; static PyObject *__pyx_k_codeobj_36; static PyObject *__pyx_k_codeobj_38; static PyObject *__pyx_k_codeobj_40; static PyObject *__pyx_k_codeobj_42; static PyObject *__pyx_k_codeobj_44; static PyObject *__pyx_k_codeobj_46; static PyObject *__pyx_k_codeobj_48; static PyObject *__pyx_k_codeobj_50; 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/* "g2clib.pyx":510 * cgrib = PyBytes_AsString(gribmsg) * PyObject_AsReadBuffer(listsec0, &listsec0dat, &buflen) * PyObject_AsReadBuffer(listsec1, &listsec1dat, &buflen) # <<<<<<<<<<<<<< * isec0 = listsec0dat * isec1 = listsec1dat */ PyObject_AsReadBuffer(__pyx_v_listsec1, (&__pyx_v_listsec1dat), (&__pyx_v_buflen)); /* "g2clib.pyx":511 * PyObject_AsReadBuffer(listsec0, &listsec0dat, &buflen) * PyObject_AsReadBuffer(listsec1, &listsec1dat, &buflen) * isec0 = listsec0dat # <<<<<<<<<<<<<< * isec1 = listsec1dat * ierr = g2_create(cgrib,isec0,isec1) */ __pyx_v_isec0 = ((g2int *)__pyx_v_listsec0dat); /* "g2clib.pyx":512 * PyObject_AsReadBuffer(listsec1, &listsec1dat, &buflen) * isec0 = listsec0dat * isec1 = listsec1dat # <<<<<<<<<<<<<< * ierr = g2_create(cgrib,isec0,isec1) * if ierr < 0: */ __pyx_v_isec1 = ((g2int *)__pyx_v_listsec1dat); /* "g2clib.pyx":513 * isec0 = listsec0dat * isec1 = listsec1dat * ierr = g2_create(cgrib,isec0,isec1) # <<<<<<<<<<<<<< * if ierr < 0: * msg = "Error in grib2_create, error code = %i" % ierr */ __pyx_v_ierr = g2_create(__pyx_v_cgrib, __pyx_v_isec0, __pyx_v_isec1); /* "g2clib.pyx":514 * isec1 = listsec1dat * ierr = g2_create(cgrib,isec0,isec1) * if ierr < 0: # <<<<<<<<<<<<<< * msg = "Error in grib2_create, error code = %i" % ierr * raise RuntimeError(msg) */ __pyx_t_4 = (__pyx_v_ierr < 0); if (__pyx_t_4) { /* "g2clib.pyx":515 * ierr = g2_create(cgrib,isec0,isec1) * if ierr < 0: * msg = "Error in grib2_create, error code = %i" % ierr # <<<<<<<<<<<<<< * raise RuntimeError(msg) * gribmsg = PyBytes_FromStringAndSize(cgrib, ierr) */ __pyx_t_3 = __Pyx_PyInt_to_py_int32_t(__pyx_v_ierr); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 515; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __pyx_t_5 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_20), __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 515; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_5)); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __pyx_v_msg = ((PyObject *)__pyx_t_5); __pyx_t_5 = 0; /* "g2clib.pyx":516 * if ierr < 0: * msg = "Error in grib2_create, error code = %i" % ierr * raise RuntimeError(msg) # <<<<<<<<<<<<<< * gribmsg = PyBytes_FromStringAndSize(cgrib, ierr) * return gribmsg, ierr */ __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); __Pyx_INCREF(__pyx_v_msg); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_msg); __Pyx_GIVEREF(__pyx_v_msg); __pyx_t_3 = PyObject_Call(__pyx_builtin_RuntimeError, ((PyObject *)__pyx_t_5), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(((PyObject *)__pyx_t_5)); __pyx_t_5 = 0; __Pyx_Raise(__pyx_t_3, 0, 0, 0); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 516; __pyx_clineno = __LINE__; goto __pyx_L1_error;} goto __pyx_L3; } __pyx_L3:; /* "g2clib.pyx":517 * msg = "Error in grib2_create, error code = %i" % ierr * raise RuntimeError(msg) * gribmsg = PyBytes_FromStringAndSize(cgrib, ierr) # <<<<<<<<<<<<<< * return gribmsg, ierr * */ __pyx_t_3 = PyBytes_FromStringAndSize(((char *)__pyx_v_cgrib), __pyx_v_ierr); 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They are Product Definition Section,\n Data Representation Section, Bit-Map Section and Data Section, respectively.\n This routine is used with routines \"g2_create\", \n \"g2_addgrid\", and \"g2_gribend\" to create a complete GRIB2 message. \n g2_create must be called first to initialize a new GRIB2 message.\n g2_addgrid must be called after g2_create and\n before this routine to add the appropriate grid description to\n the GRIB2 message. A call to g2_gribend is required to complete \n GRIB2 message after all fields have been added.\n\n gribmsg, ierr = g2_addfield(gribmsg,pdsnum,pdstmpl,coordlist,drsnum,\n drstmpl,fld,ngrdpts,ibmap,bmap)\n INPUT ARGUMENT LIST:\n cgrib - Char array that contains the GRIB2 message to which sections\n 4 through 7 should be added.\n pdsnum - Product Definition Template Number ( see Code Table 4.0)\n pdstmpl - numpy array with data values for the specified Product Definition\n Template ( N=pdsnum ). Each element of this integer \n array contains an entry (in the order specified) of Product\n Defintion Template 4.N\n coordlist- numpy array (float32) containg floating point values intended to\n document the vertical discretisation associated to model data\n on hybrid coordinate vertical levels.\n numcoord - number of values in array coordlist.\n drsnum - Data Representation Template Number ( see Code Table 5.0 )\n drstmpl - numpy array with data values for the specified Data Representation\n Template ( N=drsnum ). Each element of this integer \n array contains an entry (in the order specified) of Data\n Representation Template 5.N\n Note that some values in this template (eg. reference\n values, ""number of bits, etc...) may be changed by the\n data packing algorithms.\n Use this to specify scaling factors and order of\n spatial differencing, if desired.\n field - numpy array (float32) of data points to pack.\n ngrdpts - Number of data points in grid.\n i.e. size of fld and bmap.\n ibitmap - Bitmap indicator ( see Code Table 6.0 )\n 0 = bitmap applies and is included in Section 6.\n 1-253 = Predefined bitmap applies\n 254 = Previously defined bitmap applies to this field\n 255 = Bit map does not apply to this product.\n bitmap - numpy array (int32) containing bitmap to be added. \n (if ibitmap=0 or 254)\n\n OUTPUT ARGUMENT LIST: \n gribmsg - String with the updated GRIB2 message.\n Must be allocated large enough to store the entire\n GRIB2 message.\n\n RETURN VALUES:\n ierr - Return code.\n > 0 = Current size of updated GRIB2 message\n -1 = GRIB message was not initialized. 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files. * * def grib2_create(object listsec0, object listsec1): # <<<<<<<<<<<<<< * """ * Initializes a new GRIB2 message and packs */ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_6g2clib_17grib2_create, NULL, __pyx_n_s__g2clib); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (PyObject_SetAttr(__pyx_m, __pyx_n_s__grib2_create, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "g2clib.pyx":520 * return gribmsg, ierr * * def grib2_end(gribmsg): # <<<<<<<<<<<<<< * """ * */ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_6g2clib_19grib2_end, NULL, __pyx_n_s__g2clib); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 520; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (PyObject_SetAttr(__pyx_m, __pyx_n_s__grib2_end, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 520; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "g2clib.pyx":562 * return gribmsg, ierr * * def grib2_addgrid(gribmsg,object gds,object gdstmpl,object deflist=None, defnum = 0): # <<<<<<<<<<<<<< * """ * Packs up a Grid Definition Section (Section 3) */ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_6g2clib_21grib2_addgrid, NULL, __pyx_n_s__g2clib); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 562; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (PyObject_SetAttr(__pyx_m, __pyx_n_s__grib2_addgrid, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 562; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "g2clib.pyx":634 * * * def grib2_addfield(gribmsg,pdsnum,object pdstmpl,object coordlist, # <<<<<<<<<<<<<< * drsnum,object drstmpl,object field, * ibitmap,object bitmap): */ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_6g2clib_23grib2_addfield, NULL, __pyx_n_s__g2clib); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 634; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (PyObject_SetAttr(__pyx_m, __pyx_n_s__grib2_addfield, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 634; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "g2clib.pyx":1 * """Pyrex code to provide python interfaces to functions # <<<<<<<<<<<<<< * in the NCEP grib2c library. Make changes to this file, not the * c-wrappers that Pyrex generates.""" */ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); if (PyObject_SetAttr(__pyx_m, __pyx_n_s____test__, ((PyObject *)__pyx_t_1)) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); if (__pyx_m) { __Pyx_AddTraceback("init g2clib", __pyx_clineno, __pyx_lineno, __pyx_filename); Py_DECREF(__pyx_m); __pyx_m = 0; } else if (!PyErr_Occurred()) { PyErr_SetString(PyExc_ImportError, "init g2clib"); } __pyx_L0:; __Pyx_RefNannyFinishContext(); #if PY_MAJOR_VERSION < 3 return; #else return __pyx_m; #endif } /* Runtime support code */ #if CYTHON_REFNANNY static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) { PyObject *m = NULL, *p = NULL; void *r = NULL; m = PyImport_ImportModule((char *)modname); if (!m) goto end; p = PyObject_GetAttrString(m, (char *)"RefNannyAPI"); if (!p) goto end; r = PyLong_AsVoidPtr(p); end: Py_XDECREF(p); Py_XDECREF(m); return (__Pyx_RefNannyAPIStruct *)r; } #endif /* CYTHON_REFNANNY */ static PyObject *__Pyx_GetName(PyObject *dict, PyObject *name) { PyObject *result; result = PyObject_GetAttr(dict, name); if (!result) { if (dict != __pyx_b) { PyErr_Clear(); result = PyObject_GetAttr(__pyx_b, name); } if (!result) { PyErr_SetObject(PyExc_NameError, name); } } return result; } static void __Pyx_RaiseArgtupleInvalid( const char* func_name, int exact, Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found) { Py_ssize_t num_expected; const char *more_or_less; if (num_found < num_min) { num_expected = num_min; more_or_less = "at least"; } else { num_expected = num_max; more_or_less = "at most"; } if (exact) { more_or_less = "exactly"; } PyErr_Format(PyExc_TypeError, "%s() takes %s %" CYTHON_FORMAT_SSIZE_T "d positional argument%s (%" CYTHON_FORMAT_SSIZE_T "d given)", func_name, more_or_less, num_expected, (num_expected == 1) ? "" : "s", num_found); } static void __Pyx_RaiseDoubleKeywordsError( const char* func_name, PyObject* kw_name) { PyErr_Format(PyExc_TypeError, #if PY_MAJOR_VERSION >= 3 "%s() got multiple values for keyword argument '%U'", func_name, kw_name); #else "%s() got multiple values for keyword argument '%s'", func_name, PyString_AsString(kw_name)); #endif } static int __Pyx_ParseOptionalKeywords( PyObject *kwds, PyObject **argnames[], PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, const char* function_name) { PyObject *key = 0, *value = 0; Py_ssize_t pos = 0; PyObject*** name; PyObject*** first_kw_arg = argnames + num_pos_args; while (PyDict_Next(kwds, &pos, &key, &value)) { name = first_kw_arg; while (*name && (**name != key)) name++; if (*name) { values[name-argnames] = value; continue; } name = first_kw_arg; #if PY_MAJOR_VERSION < 3 if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { while (*name) { if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) && _PyString_Eq(**name, key)) { values[name-argnames] = value; break; } name++; } if (*name) continue; else { PyObject*** argname = argnames; while (argname != first_kw_arg) { if ((**argname == key) || ( (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) && _PyString_Eq(**argname, key))) { goto arg_passed_twice; } argname++; } } } else #endif if (likely(PyUnicode_Check(key))) { while (*name) { int cmp = (**name == key) ? 0 : #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 : #endif PyUnicode_Compare(**name, key); if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; if (cmp == 0) { values[name-argnames] = value; break; } name++; } if (*name) continue; else { PyObject*** argname = argnames; while (argname != first_kw_arg) { int cmp = (**argname == key) ? 0 : #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 : #endif PyUnicode_Compare(**argname, key); if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; if (cmp == 0) goto arg_passed_twice; argname++; } } } else goto invalid_keyword_type; if (kwds2) { if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; } else { goto invalid_keyword; } } return 0; arg_passed_twice: __Pyx_RaiseDoubleKeywordsError(function_name, key); goto bad; invalid_keyword_type: PyErr_Format(PyExc_TypeError, "%s() keywords must be strings", function_name); goto bad; invalid_keyword: PyErr_Format(PyExc_TypeError, #if PY_MAJOR_VERSION < 3 "%s() got an unexpected keyword argument '%s'", function_name, PyString_AsString(key)); #else "%s() got an unexpected keyword argument '%U'", function_name, key); #endif bad: return -1; } static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { #if CYTHON_COMPILING_IN_CPYTHON PyObject *tmp_type, *tmp_value, *tmp_tb; PyThreadState *tstate = PyThreadState_GET(); tmp_type = tstate->curexc_type; tmp_value = tstate->curexc_value; tmp_tb = tstate->curexc_traceback; tstate->curexc_type = type; tstate->curexc_value = value; tstate->curexc_traceback = tb; Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); #else PyErr_Restore(type, value, tb); #endif } static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { #if CYTHON_COMPILING_IN_CPYTHON PyThreadState *tstate = PyThreadState_GET(); *type = tstate->curexc_type; *value = tstate->curexc_value; *tb = tstate->curexc_traceback; tstate->curexc_type = 0; tstate->curexc_value = 0; tstate->curexc_traceback = 0; #else PyErr_Fetch(type, value, tb); #endif } #if PY_MAJOR_VERSION < 3 static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, CYTHON_UNUSED PyObject *cause) { Py_XINCREF(type); if (!value || value == Py_None) value = NULL; else Py_INCREF(value); if (!tb || tb == Py_None) tb = NULL; else { Py_INCREF(tb); if (!PyTraceBack_Check(tb)) { PyErr_SetString(PyExc_TypeError, "raise: arg 3 must be a traceback or None"); goto raise_error; } } #if PY_VERSION_HEX < 0x02050000 if (PyClass_Check(type)) { #else if (PyType_Check(type)) { #endif #if CYTHON_COMPILING_IN_PYPY if (!value) { Py_INCREF(Py_None); value = Py_None; } #endif PyErr_NormalizeException(&type, &value, &tb); } else { if (value) { PyErr_SetString(PyExc_TypeError, "instance exception may not have a separate value"); goto raise_error; } value = type; #if PY_VERSION_HEX < 0x02050000 if (PyInstance_Check(type)) { type = (PyObject*) ((PyInstanceObject*)type)->in_class; Py_INCREF(type); } else { type = 0; PyErr_SetString(PyExc_TypeError, "raise: exception must be an old-style class or instance"); goto raise_error; } #else type = (PyObject*) Py_TYPE(type); Py_INCREF(type); if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { PyErr_SetString(PyExc_TypeError, "raise: exception class must be a subclass of BaseException"); goto raise_error; } #endif } __Pyx_ErrRestore(type, value, tb); return; raise_error: Py_XDECREF(value); Py_XDECREF(type); Py_XDECREF(tb); return; } #else /* Python 3+ */ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { PyObject* owned_instance = NULL; if (tb == Py_None) { tb = 0; } else if (tb && !PyTraceBack_Check(tb)) { PyErr_SetString(PyExc_TypeError, "raise: arg 3 must be a traceback or None"); goto bad; } if (value == Py_None) value = 0; if (PyExceptionInstance_Check(type)) { if (value) { PyErr_SetString(PyExc_TypeError, "instance exception may not have a separate value"); goto bad; } value = type; type = (PyObject*) Py_TYPE(value); } else if (PyExceptionClass_Check(type)) { PyObject *args; if (!value) args = PyTuple_New(0); else if (PyTuple_Check(value)) { Py_INCREF(value); args = value; } else args = PyTuple_Pack(1, value); if (!args) goto bad; owned_instance = PyEval_CallObject(type, args); Py_DECREF(args); if (!owned_instance) goto bad; value = owned_instance; if (!PyExceptionInstance_Check(value)) { PyErr_Format(PyExc_TypeError, "calling %R should have returned an instance of " "BaseException, not %R", type, Py_TYPE(value)); goto bad; } } else { PyErr_SetString(PyExc_TypeError, "raise: exception class must be a subclass of BaseException"); goto bad; } if (cause && cause != Py_None) { PyObject *fixed_cause; if (PyExceptionClass_Check(cause)) { fixed_cause = PyObject_CallObject(cause, NULL); if (fixed_cause == NULL) goto bad; } else if (PyExceptionInstance_Check(cause)) { fixed_cause = cause; Py_INCREF(fixed_cause); } else { PyErr_SetString(PyExc_TypeError, "exception causes must derive from " "BaseException"); goto bad; } PyException_SetCause(value, fixed_cause); } PyErr_SetObject(type, value); if (tb) { PyThreadState *tstate = PyThreadState_GET(); PyObject* tmp_tb = tstate->curexc_traceback; if (tb != tmp_tb) { Py_INCREF(tb); tstate->curexc_traceback = tb; Py_XDECREF(tmp_tb); } } bad: Py_XDECREF(owned_instance); return; } #endif static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t a, Py_ssize_t b) { Py_ssize_t q = a / b; Py_ssize_t r = a - q*b; q -= ((r != 0) & ((r ^ b) < 0)); return q; } static CYTHON_INLINE long __Pyx_div_long(long a, long b) { long q = a / b; long r = a - q*b; q -= ((r != 0) & ((r ^ b) < 0)); return q; } static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, long level) { PyObject *py_import = 0; PyObject *empty_list = 0; PyObject *module = 0; PyObject *global_dict = 0; PyObject *empty_dict = 0; PyObject *list; py_import = __Pyx_GetAttrString(__pyx_b, "__import__"); if (!py_import) goto bad; if (from_list) list = from_list; else { empty_list = PyList_New(0); if (!empty_list) goto bad; list = empty_list; } global_dict = PyModule_GetDict(__pyx_m); if (!global_dict) goto bad; empty_dict = PyDict_New(); if (!empty_dict) goto bad; #if PY_VERSION_HEX >= 0x02050000 { #if PY_MAJOR_VERSION >= 3 if (level == -1) { if (strchr(__Pyx_MODULE_NAME, '.')) { /* try package relative import first */ PyObject *py_level = PyInt_FromLong(1); if (!py_level) goto bad; module = PyObject_CallFunctionObjArgs(py_import, name, global_dict, empty_dict, list, py_level, NULL); Py_DECREF(py_level); if (!module) { if (!PyErr_ExceptionMatches(PyExc_ImportError)) goto bad; PyErr_Clear(); } } level = 0; /* try absolute import on failure */ } #endif if (!module) { PyObject *py_level = PyInt_FromLong(level); if (!py_level) goto bad; module = PyObject_CallFunctionObjArgs(py_import, name, global_dict, empty_dict, list, py_level, NULL); Py_DECREF(py_level); } } #else if (level>0) { PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4."); goto bad; } module = PyObject_CallFunctionObjArgs(py_import, name, global_dict, empty_dict, list, NULL); #endif bad: Py_XDECREF(empty_list); Py_XDECREF(py_import); Py_XDECREF(empty_dict); return module; } static CYTHON_INLINE PyObject *__Pyx_PyInt_to_py_int32_t(int32_t val) { const int32_t neg_one = (int32_t)-1, const_zero = (int32_t)0; const int is_unsigned = const_zero < neg_one; if ((sizeof(int32_t) == sizeof(char)) || (sizeof(int32_t) == sizeof(short))) { return PyInt_FromLong((long)val); } else if ((sizeof(int32_t) == sizeof(int)) || (sizeof(int32_t) == sizeof(long))) { if (is_unsigned) return PyLong_FromUnsignedLong((unsigned long)val); else return PyInt_FromLong((long)val); } else if (sizeof(int32_t) == sizeof(PY_LONG_LONG)) { if (is_unsigned) return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG)val); else return PyLong_FromLongLong((PY_LONG_LONG)val); } else { int one = 1; int little = (int)*(unsigned char *)&one; unsigned char *bytes = (unsigned char *)&val; return _PyLong_FromByteArray(bytes, sizeof(int32_t), little, !is_unsigned); } } #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION < 3 static PyObject *__Pyx_GetStdout(void) { PyObject *f = PySys_GetObject((char *)"stdout"); if (!f) { PyErr_SetString(PyExc_RuntimeError, "lost sys.stdout"); } return f; } static int __Pyx_Print(PyObject* f, PyObject *arg_tuple, int newline) { int i; if (!f) { if (!(f = __Pyx_GetStdout())) return -1; } Py_INCREF(f); for (i=0; i < PyTuple_GET_SIZE(arg_tuple); i++) { PyObject* v; if (PyFile_SoftSpace(f, 1)) { if (PyFile_WriteString(" ", f) < 0) goto error; } v = PyTuple_GET_ITEM(arg_tuple, i); if (PyFile_WriteObject(v, f, Py_PRINT_RAW) < 0) goto error; if (PyString_Check(v)) { char *s = PyString_AsString(v); Py_ssize_t len = PyString_Size(v); if (len > 0 && isspace(Py_CHARMASK(s[len-1])) && s[len-1] != ' ') PyFile_SoftSpace(f, 0); } } if (newline) { if (PyFile_WriteString("\n", f) < 0) goto error; PyFile_SoftSpace(f, 0); } Py_DECREF(f); return 0; error: Py_DECREF(f); return -1; } #else /* Python 3 has a print function */ static int __Pyx_Print(PyObject* stream, PyObject *arg_tuple, int newline) { PyObject* kwargs = 0; PyObject* result = 0; PyObject* end_string; if (unlikely(!__pyx_print)) { __pyx_print = __Pyx_GetAttrString(__pyx_b, "print"); if (!__pyx_print) return -1; } if (stream) { kwargs = PyDict_New(); if (unlikely(!kwargs)) return -1; if (unlikely(PyDict_SetItemString(kwargs, "file", stream) < 0)) goto bad; if (!newline) { end_string = PyUnicode_FromStringAndSize(" ", 1); if (unlikely(!end_string)) goto bad; if (PyDict_SetItemString(kwargs, "end", end_string) < 0) { Py_DECREF(end_string); goto bad; } Py_DECREF(end_string); } } else if (!newline) { if (unlikely(!__pyx_print_kwargs)) { __pyx_print_kwargs = PyDict_New(); if (unlikely(!__pyx_print_kwargs)) return -1; end_string = PyUnicode_FromStringAndSize(" ", 1); if (unlikely(!end_string)) return -1; if (PyDict_SetItemString(__pyx_print_kwargs, "end", end_string) < 0) { Py_DECREF(end_string); return -1; } Py_DECREF(end_string); } kwargs = __pyx_print_kwargs; } result = PyObject_Call(__pyx_print, arg_tuple, kwargs); if (unlikely(kwargs) && (kwargs != __pyx_print_kwargs)) Py_DECREF(kwargs); if (!result) return -1; Py_DECREF(result); return 0; bad: if (kwargs != __pyx_print_kwargs) Py_XDECREF(kwargs); return -1; } #endif #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION < 3 static int __Pyx_PrintOne(PyObject* f, PyObject *o) { if (!f) { if (!(f = __Pyx_GetStdout())) return -1; } Py_INCREF(f); if (PyFile_SoftSpace(f, 0)) { if (PyFile_WriteString(" ", f) < 0) goto error; } if (PyFile_WriteObject(o, f, Py_PRINT_RAW) < 0) goto error; if (PyFile_WriteString("\n", f) < 0) goto error; Py_DECREF(f); return 0; error: Py_DECREF(f); return -1; /* the line below is just to avoid C compiler * warnings about unused functions */ return __Pyx_Print(f, NULL, 0); } #else /* Python 3 has a print function */ static int __Pyx_PrintOne(PyObject* stream, PyObject *o) { int res; PyObject* arg_tuple = PyTuple_Pack(1, o); if (unlikely(!arg_tuple)) return -1; res = __Pyx_Print(stream, arg_tuple, 1); Py_DECREF(arg_tuple); return res; } #endif static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { const unsigned char neg_one = (unsigned char)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(unsigned char) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(unsigned char)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to unsigned char" : "value too large to convert to unsigned char"); } return (unsigned char)-1; } return (unsigned char)val; } return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x); } static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) { const unsigned short neg_one = (unsigned short)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(unsigned short) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(unsigned short)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to unsigned short" : "value too large to convert to unsigned short"); } return (unsigned short)-1; } return (unsigned short)val; } return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x); } static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) { const unsigned int neg_one = (unsigned int)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(unsigned int) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(unsigned int)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to unsigned int" : "value too large to convert to unsigned int"); } return (unsigned int)-1; } return (unsigned int)val; } return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x); } static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) { const char neg_one = (char)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(char) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(char)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to char" : "value too large to convert to char"); } return (char)-1; } return (char)val; } return (char)__Pyx_PyInt_AsLong(x); } static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) { const short neg_one = (short)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(short) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(short)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to short" : "value too large to convert to short"); } return (short)-1; } return (short)val; } return (short)__Pyx_PyInt_AsLong(x); } static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) { const int neg_one = (int)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(int) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(int)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to int" : "value too large to convert to int"); } return (int)-1; } return (int)val; } return (int)__Pyx_PyInt_AsLong(x); } static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) { const signed char neg_one = (signed char)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(signed char) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(signed char)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to signed char" : "value too large to convert to signed char"); } return (signed char)-1; } return (signed char)val; } return (signed char)__Pyx_PyInt_AsSignedLong(x); } static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) { const signed short neg_one = (signed short)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(signed short) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(signed short)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to signed short" : "value too large to convert to signed short"); } return (signed short)-1; } return (signed short)val; } return (signed short)__Pyx_PyInt_AsSignedLong(x); } static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) { const signed int neg_one = (signed int)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(signed int) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(signed int)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to signed int" : "value too large to convert to signed int"); } return (signed int)-1; } return (signed int)val; } return (signed int)__Pyx_PyInt_AsSignedLong(x); } static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) { const int neg_one = (int)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(int) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(int)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to int" : "value too large to convert to int"); } return (int)-1; } return (int)val; } return (int)__Pyx_PyInt_AsLong(x); } static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) { const unsigned long neg_one = (unsigned long)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_VERSION_HEX < 0x03000000 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to unsigned long"); return (unsigned long)-1; } return (unsigned long)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to unsigned long"); return (unsigned long)-1; } return (unsigned long)PyLong_AsUnsignedLong(x); } else { return (unsigned long)PyLong_AsLong(x); } } else { unsigned long val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (unsigned long)-1; val = __Pyx_PyInt_AsUnsignedLong(tmp); Py_DECREF(tmp); return val; } } static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) { const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_VERSION_HEX < 0x03000000 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to unsigned PY_LONG_LONG"); return (unsigned PY_LONG_LONG)-1; } return (unsigned PY_LONG_LONG)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to unsigned PY_LONG_LONG"); return (unsigned PY_LONG_LONG)-1; } return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); } else { return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x); } } else { unsigned PY_LONG_LONG val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (unsigned PY_LONG_LONG)-1; val = __Pyx_PyInt_AsUnsignedLongLong(tmp); Py_DECREF(tmp); return val; } } static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject* x) { const long neg_one = (long)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_VERSION_HEX < 0x03000000 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to long"); return (long)-1; } return (long)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to long"); return (long)-1; } return (long)PyLong_AsUnsignedLong(x); } else { return (long)PyLong_AsLong(x); } } else { long val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (long)-1; val = __Pyx_PyInt_AsLong(tmp); Py_DECREF(tmp); return val; } } static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) { const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_VERSION_HEX < 0x03000000 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to PY_LONG_LONG"); return (PY_LONG_LONG)-1; } return (PY_LONG_LONG)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to PY_LONG_LONG"); return (PY_LONG_LONG)-1; } return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); } else { return (PY_LONG_LONG)PyLong_AsLongLong(x); } } else { PY_LONG_LONG val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (PY_LONG_LONG)-1; val = __Pyx_PyInt_AsLongLong(tmp); Py_DECREF(tmp); return val; } } static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) { const signed long neg_one = (signed long)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_VERSION_HEX < 0x03000000 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to signed long"); return (signed long)-1; } return (signed long)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to signed long"); return (signed long)-1; } return (signed long)PyLong_AsUnsignedLong(x); } else { return (signed long)PyLong_AsLong(x); } } else { signed long val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (signed long)-1; val = __Pyx_PyInt_AsSignedLong(tmp); Py_DECREF(tmp); return val; } } static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) { const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_VERSION_HEX < 0x03000000 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to signed PY_LONG_LONG"); return (signed PY_LONG_LONG)-1; } return (signed PY_LONG_LONG)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to signed PY_LONG_LONG"); return (signed PY_LONG_LONG)-1; } return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); } else { return (signed PY_LONG_LONG)PyLong_AsLongLong(x); } } else { signed PY_LONG_LONG val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (signed PY_LONG_LONG)-1; val = __Pyx_PyInt_AsSignedLongLong(tmp); Py_DECREF(tmp); return val; } } static int __Pyx_check_binary_version(void) { char ctversion[4], rtversion[4]; PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { char message[200]; PyOS_snprintf(message, sizeof(message), "compiletime version %s of module '%.100s' " "does not match runtime version %s", ctversion, __Pyx_MODULE_NAME, rtversion); #if PY_VERSION_HEX < 0x02050000 return PyErr_Warn(NULL, message); #else return PyErr_WarnEx(NULL, message, 1); #endif } return 0; } static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { int start = 0, mid = 0, end = count - 1; if (end >= 0 && code_line > entries[end].code_line) { return count; } while (start < end) { mid = (start + end) / 2; if (code_line < entries[mid].code_line) { end = mid; } else if (code_line > entries[mid].code_line) { start = mid + 1; } else { return mid; } } if (code_line <= entries[mid].code_line) { return mid; } else { return mid + 1; } } static PyCodeObject *__pyx_find_code_object(int code_line) { PyCodeObject* code_object; int pos; if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { return NULL; } pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { return NULL; } code_object = __pyx_code_cache.entries[pos].code_object; Py_INCREF(code_object); return code_object; } static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { int pos, i; __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries; if (unlikely(!code_line)) { return; } if (unlikely(!entries)) { entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); if (likely(entries)) { __pyx_code_cache.entries = entries; __pyx_code_cache.max_count = 64; __pyx_code_cache.count = 1; entries[0].code_line = code_line; entries[0].code_object = code_object; Py_INCREF(code_object); } return; } pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { PyCodeObject* tmp = entries[pos].code_object; entries[pos].code_object = code_object; Py_DECREF(tmp); return; } if (__pyx_code_cache.count == __pyx_code_cache.max_count) { int new_max = __pyx_code_cache.max_count + 64; entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( __pyx_code_cache.entries, new_max*sizeof(__Pyx_CodeObjectCacheEntry)); if (unlikely(!entries)) { return; } __pyx_code_cache.entries = entries; __pyx_code_cache.max_count = new_max; } for (i=__pyx_code_cache.count; i>pos; i--) { entries[i] = entries[i-1]; } entries[pos].code_line = code_line; entries[pos].code_object = code_object; __pyx_code_cache.count++; Py_INCREF(code_object); } #include "compile.h" #include "frameobject.h" #include "traceback.h" static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( const char *funcname, int c_line, int py_line, const char *filename) { PyCodeObject *py_code = 0; PyObject *py_srcfile = 0; PyObject *py_funcname = 0; #if PY_MAJOR_VERSION < 3 py_srcfile = PyString_FromString(filename); #else py_srcfile = PyUnicode_FromString(filename); #endif if (!py_srcfile) goto bad; if (c_line) { #if PY_MAJOR_VERSION < 3 py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); #else py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); #endif } else { #if PY_MAJOR_VERSION < 3 py_funcname = PyString_FromString(funcname); #else py_funcname = PyUnicode_FromString(funcname); #endif } if (!py_funcname) goto bad; py_code = __Pyx_PyCode_New( 0, /*int argcount,*/ 0, /*int kwonlyargcount,*/ 0, /*int nlocals,*/ 0, /*int stacksize,*/ 0, /*int flags,*/ __pyx_empty_bytes, /*PyObject *code,*/ __pyx_empty_tuple, /*PyObject *consts,*/ __pyx_empty_tuple, /*PyObject *names,*/ __pyx_empty_tuple, /*PyObject *varnames,*/ __pyx_empty_tuple, /*PyObject *freevars,*/ __pyx_empty_tuple, /*PyObject *cellvars,*/ py_srcfile, /*PyObject *filename,*/ py_funcname, /*PyObject *name,*/ py_line, /*int firstlineno,*/ __pyx_empty_bytes /*PyObject *lnotab*/ ); Py_DECREF(py_srcfile); Py_DECREF(py_funcname); return py_code; bad: Py_XDECREF(py_srcfile); Py_XDECREF(py_funcname); return NULL; } static void __Pyx_AddTraceback(const char *funcname, int c_line, int py_line, const char *filename) { PyCodeObject *py_code = 0; PyObject *py_globals = 0; PyFrameObject *py_frame = 0; py_code = __pyx_find_code_object(c_line ? c_line : py_line); if (!py_code) { py_code = __Pyx_CreateCodeObjectForTraceback( funcname, c_line, py_line, filename); if (!py_code) goto bad; __pyx_insert_code_object(c_line ? c_line : py_line, py_code); } py_globals = PyModule_GetDict(__pyx_m); if (!py_globals) goto bad; py_frame = PyFrame_New( PyThreadState_GET(), /*PyThreadState *tstate,*/ py_code, /*PyCodeObject *code,*/ py_globals, /*PyObject *globals,*/ 0 /*PyObject *locals*/ ); if (!py_frame) goto bad; py_frame->f_lineno = py_line; PyTraceBack_Here(py_frame); bad: Py_XDECREF(py_code); Py_XDECREF(py_frame); } static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { while (t->p) { #if PY_MAJOR_VERSION < 3 if (t->is_unicode) { *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); } else if (t->intern) { *t->p = PyString_InternFromString(t->s); } else { *t->p = PyString_FromStringAndSize(t->s, t->n - 1); } #else /* Python 3+ has unicode identifiers */ if (t->is_unicode | t->is_str) { if (t->intern) { *t->p = PyUnicode_InternFromString(t->s); } else if (t->encoding) { *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); } else { *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); } } else { *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); } #endif if (!*t->p) return -1; ++t; } return 0; } /* Type Conversion Functions */ static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { int is_true = x == Py_True; if (is_true | (x == Py_False) | (x == Py_None)) return is_true; else return PyObject_IsTrue(x); } static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) { PyNumberMethods *m; const char *name = NULL; PyObject *res = NULL; #if PY_VERSION_HEX < 0x03000000 if (PyInt_Check(x) || PyLong_Check(x)) #else if (PyLong_Check(x)) #endif return Py_INCREF(x), x; m = Py_TYPE(x)->tp_as_number; #if PY_VERSION_HEX < 0x03000000 if (m && m->nb_int) { name = "int"; res = PyNumber_Int(x); } else if (m && m->nb_long) { name = "long"; res = PyNumber_Long(x); } #else if (m && m->nb_int) { name = "int"; res = PyNumber_Long(x); } #endif if (res) { #if PY_VERSION_HEX < 0x03000000 if (!PyInt_Check(res) && !PyLong_Check(res)) { #else if (!PyLong_Check(res)) { #endif PyErr_Format(PyExc_TypeError, "__%s__ returned non-%s (type %.200s)", name, name, Py_TYPE(res)->tp_name); Py_DECREF(res); return NULL; } } else if (!PyErr_Occurred()) { PyErr_SetString(PyExc_TypeError, "an integer is required"); } return res; } static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { Py_ssize_t ival; PyObject* x = PyNumber_Index(b); if (!x) return -1; ival = PyInt_AsSsize_t(x); Py_DECREF(x); return ival; } static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) { #if PY_VERSION_HEX < 0x02050000 if (ival <= LONG_MAX) return PyInt_FromLong((long)ival); else { unsigned char *bytes = (unsigned char *) &ival; int one = 1; int little = (int)*(unsigned char*)&one; return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0); } #else return PyInt_FromSize_t(ival); #endif } static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) { unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x); if (unlikely(val == (unsigned PY_LONG_LONG)-1 && PyErr_Occurred())) { return (size_t)-1; } else if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) { PyErr_SetString(PyExc_OverflowError, "value too large to convert to size_t"); return (size_t)-1; } return (size_t)val; } #endif /* Py_PYTHON_H */ pygrib-1.9.8/g2clib.pyx000077500000000000000000000774151224541055300147530ustar00rootroot00000000000000"""Pyrex code to provide python interfaces to functions in the NCEP grib2c library. Make changes to this file, not the c-wrappers that Pyrex generates.""" import math # Some helper routines from the Python API cdef extern from "Python.h": # To access integers object PyInt_FromLong(long) long PyInt_AsLong(object) # To access doubles object PyFloat_FromDouble(double) # To access strings char * PyBytes_AsString(object string) object PyBytes_FromString(char *s) object PyBytes_FromStringAndSize(char *s, size_t size) int PyObject_AsWriteBuffer(object, void **rbuf, Py_ssize_t *len) int PyObject_AsReadBuffer(object, void **rbuf, Py_ssize_t *len) int PyObject_CheckReadBuffer(object) cdef extern from "stdlib.h": void free(void *ptr) # get 32 bit integer type cdef extern from "inttypes.h": ctypedef long int32_t # Functions from grib2c lib. cdef extern from "grib2.h": ctypedef int32_t g2int # for 64 bit machines, this should be int ctypedef float g2float g2int g2_unpack1(unsigned char *,g2int *,g2int **,g2int *) g2int g2_unpack3(unsigned char *,g2int *,g2int **,g2int **, g2int *,g2int **,g2int *) g2int g2_unpack4(unsigned char *,g2int *,g2int *,g2int **, g2int *,g2float **,g2int *) g2int g2_unpack5(unsigned char *,g2int *,g2int *,g2int *, g2int **,g2int *) g2int g2_unpack6(unsigned char *,g2int *,g2int ,g2int *, g2int **) g2int g2_unpack7(unsigned char *,g2int *,g2int ,g2int *, g2int ,g2int *,g2int ,g2float **) g2int g2_create(unsigned char *,g2int *,g2int *) g2int g2_addgrid(unsigned char *,g2int *,g2int *,g2int *,g2int ) g2int g2_addfield(unsigned char *,g2int ,g2int *, g2float *,g2int ,g2int ,g2int *, g2float *,g2int ,g2int ,g2int *) g2int g2_gribend(unsigned char *) void mkieee(g2float *,g2int *,g2int) void rdieee(g2int *,g2float *,g2int) # Python wrappers for grib2c functions. # routines for convert to/from IEEE integers. def rtoi_ieee(object rarr, object iarr): """ Converts a float32 array into an int32 array of IEEE formatted values """ cdef void *rdat, *idat cdef g2float *rdata, r1 cdef g2int *idata, i1 cdef Py_ssize_t bufleni, buflenr if PyObject_AsReadBuffer(rarr, &rdat, &buflenr) <> 0: raise RuntimeError, 'error getting buffer for input real array' if PyObject_AsWriteBuffer(iarr, &idat, &bufleni) <> 0 : raise RuntimeError, 'error getting buffer for output integer array' if bufleni < buflenr: raise RuntimeError, 'integer output array must be as least as long a real input array' rdata = rdat idata = idat mkieee(rdata, idata, buflenr/4) def itor_ieee(object iarr, object rarr): """ Converts an int32 array of IEEE values into a float32 array. """ cdef void *rdat, *idat cdef g2float *rdata cdef g2int *idata cdef Py_ssize_t bufleni, buflenr if PyObject_AsReadBuffer(rarr, &rdat, &buflenr) <> 0: raise RuntimeError, 'error getting buffer for output real array' if PyObject_AsWriteBuffer(iarr, &idat, &bufleni) <> 0 : raise RuntimeError, 'error getting buffer for input integer array' if buflenr < bufleni: raise RuntimeError, 'real output array must be as least as long a integerinput array' rdata = rdat idata = idat rdieee(idata, rdata, bufleni/4) cdef _toarray(void *items, object a): """ Fill a numpy array from the grib2 file. Note that this free()s the items argument! """ cdef void *abuf cdef Py_ssize_t buflen cdef g2int *idata cdef g2float *fdata # get pointer to data buffer. PyObject_AsWriteBuffer(a, &abuf, &buflen) if str(a.dtype) == 'int32': idata = abuf # fill buffer. for i from 0 <= i < len(a): idata[i] = (items)[i] elif str(a.dtype) == 'float32': fdata = abuf # fill buffer. for i from 0 <= i < len(a): fdata[i] = (items)[i] else: free(items) raise RuntimeError('unknown array type %s' % a.dtype) free(items) return a # routines for reading grib2 files. def unpack1(gribmsg, ipos, object zeros): """ . . . . Unpacks Section 1 (Identification Section) as defined in GRIB Edition 2. idsect,ipos = unpack1(gribmsg,ipos) INPUTS: gribmsg - chararcter string containing Section 1 of the GRIB2 message ipos - Byte offset for the beginning of Section 1 in gribmsg. zeros - Numeric/numpy array/scip.base zeros function (used to allocate output python arrays). Python is used to allocate the arrays so no implementation-specific (Numeric, numpy array, scipy_core) C API functions need to be used. This means that any of these array modules can be used simply by changing the import statement in your python code. RETURNS: ipos - Byte offset at the end of Section 1. idsect - numpy array containing information read from Section 1, the Identification section. idsect[0] = Identification of originating Centre ( see Common Code Table C-1 ) idsect[1] = Identification of originating Sub-centre idsect[2] = GRIB Master Tables Version Number ( see Code Table 1.0 ) idsect[3] = GRIB Local Tables Version Number ( see Code Table 1.1 ) idsect[4] = Significance of Reference Time (Code Table 1.2) idsect[5] = Year ( 4 digits ) idsect[6] = Month idsect[7] = Day idsect[8] = Hour idsect[9] = Minute idsect[10] = Second idsect[11] = Production status of processed data ( see Code Table 1.3 ) idsect[12] = Type of processed data ( see Code Table 1.4 ) ERROR CODES: 2 = Array passed is not section 1 6 = memory allocation error """ cdef unsigned char *cgrib cdef g2int i, iofst, ierr, idslen cdef g2int *ids cgrib = PyBytes_AsString(gribmsg) iofst = PyInt_AsLong(ipos*8) ierr = g2_unpack1(cgrib, &iofst, &ids, &idslen) if ierr != 0: msg = "Error unpacking section 1 - error code = %i" % ierr raise RuntimeError(msg) idsect = _toarray(ids, zeros(idslen, 'i4')) return idsect,iofst/8 def unpack3(gribmsg, ipos, object zeros): """ Unpacks Section 3 (Grid Definition Section) as defined in GRIB Edition 2. gds,gdtmpl,deflist,ipos = unpack3(gribmsg,ipos) INPUTS: cgrib - Char array ontaining Section 3 of the GRIB2 message iofst - Byte offset for the beginning of Section 3 in cgrib. zeros - Numeric/numpy array/scip.base zeros function (used to allocate output python arrays). Python is used to allocate the arrays so no implementation-specific (Numeric, numpy array, scipy_core) C API functions need to be used. This means that any of these array modules can be used simply by changing the import statement in your python code. RETURNS: ipos - Byte offset at the end of Section 3, returned. gds - numpy array containg information read from the appropriate GRIB Grid Definition Section 3 for the field being returned. gds[0]=Source of grid definition (see Code Table 3.0) gds[1]=Number of grid points in the defined grid. gds[2]=Number of octets needed for each additional grid points definition. Used to define number of points in each row ( or column ) for non-regular grids. = 0, if using regular grid. gds[3]=Interpretation of list for optional points definition. (Code Table 3.11) gds[4]=Grid Definition Template Number (Code Table 3.1) gdstmpl - numpy array containing the data values for the specified Grid Definition Template ( NN=gds[4] ). Each element of this integer array contains an entry (in the order specified) of Grid Defintion Template 3.NN deflist - (Used if gds[2] != 0) numpy array containing the number of grid points contained in each row ( or column ). (part of Section 3) ERROR CODES: 2 = Not Section 3 5 = "GRIB" message contains an undefined Grid Definition Template. 6 = memory allocation error """ cdef unsigned char *cgrib cdef g2int *igds, *igdstmpl, *ideflist cdef g2int mapgridlen, iofst, idefnum, ierr cgrib = PyBytes_AsString(gribmsg) iofst = PyInt_AsLong(ipos*8) ierr=g2_unpack3(cgrib,&iofst,&igds,&igdstmpl,&mapgridlen,&ideflist,&idefnum) if ierr != 0: msg = "Error unpacking section 3 - error code = %i" % ierr raise RuntimeError(msg) gdtmpl = _toarray(igdstmpl, zeros(mapgridlen, 'i4')) gds = _toarray(igds, zeros(5, 'i4')) deflist = _toarray(ideflist, zeros(idefnum, 'i4')) return gds,gdtmpl,deflist,iofst/8 def unpack4(gribmsg,ipos,object zeros): """ Unpacks Section 4 (Product Definition Section) as defined in GRIB Edition 2. pdtmpl,pdtnum,coordlist,ipos = unpack4(gribmsg,ipos) INPUTS: gribmsg - Character string containing Section 4 of the GRIB2 message ipos - Byte offset of the beginning of Section 4 in cgrib. zeros - Numeric/numpy array/scip.base zeros function (used to allocate output python arrays). Python is used to allocate the arrays so no implementation-specific (Numeric, numpy array, scipy_core) C API functions need to be used. This means that any of these array modules can be used simply by changing the import statement in your python code. RETURNS: pdtmpl - numpy array containing the data values for the specified Product Definition Template ( N=ipdsnum ). Each element of this integer array contains an entry (in the order specified) of Product Defintion Template 4.N pdtnum - Product Definition Template Number ( see Code Table 4.0) coordlist - numpy array containing floating point values intended to document the vertical discretisation associated to model data on hybrid coordinate vertical levels. (part of Section 4) ipos - Byte offset of the end of Section 4, returned. ERROR CODES: 2 = Not section 4 5 = "GRIB" message contains an undefined Product Definition Template. 6 = memory allocation error """ cdef unsigned char *cgrib cdef g2int *ipdstmpl cdef g2float *icoordlist cdef g2int mappdslen, iofst, ipdsnum, ierr, numcoord cgrib = PyBytes_AsString(gribmsg) iofst = PyInt_AsLong(ipos*8) ierr=g2_unpack4(cgrib,&iofst,&ipdsnum,&ipdstmpl,&mappdslen,&icoordlist,&numcoord) if ierr != 0: msg = "Error unpacking section 4 - error code = %i" % ierr raise RuntimeError(msg) pdtmpl = _toarray(ipdstmpl, zeros(mappdslen, 'i4')) coordlist = _toarray(icoordlist, zeros(numcoord, 'f4')) return pdtmpl,ipdsnum,coordlist,iofst/8 def unpack5(gribmsg,ipos,object zeros): """ Unpacks Section 5 (Data Representation Section) as defined in GRIB Edition 2. drtmpl,drtnum,ndpts,ipos = unpack5(gribmsg,ipos) INPUTS: gribmsg - Character string containing Section 5 of the GRIB2 message ipos - Byte offset for the beginning of Section 5 in cgrib. zeros - Numeric/numpy array/scip.base zeros function (used to allocate output python arrays). Python is used to allocate the arrays so no implementation-specific (Numeric, numpy array, scipy_core) C API functions need to be used. This means that any of these array modules can be used simply by changing the import statement in your python code. RETURNS: drtmpl - numpy array containing the data values for the specified Data Representation Template ( N=idrsnum ). Each element of this integer array contains an entry (in the order specified) of Data Representation Template 5.N drtnum - Data Representation Template Number ( see Code Table 5.0) ndpts - Number of data points to be unpacked (in sxns 6 and 7). ipos - Byte offset at the end of Section 5. ERROR CODES: 2 = Not Section 5 6 = memory allocation error 7 = "GRIB" message contains an undefined Data Representation Template """ cdef unsigned char *cgrib cdef g2int *idrstmpl cdef g2int iofst, ierr, ndpts, idrsnum, mapdrslen cgrib = PyBytes_AsString(gribmsg) iofst = PyInt_AsLong(ipos*8) ierr=g2_unpack5(cgrib,&iofst,&ndpts,&idrsnum,&idrstmpl,&mapdrslen) if ierr != 0: msg = "Error unpacking section 5 - error code = %i" % ierr raise RuntimeError(msg) drtmpl = _toarray(idrstmpl, zeros(mapdrslen, 'i4')) return drtmpl,idrsnum,ndpts,iofst/8 def unpack6(gribmsg,ndpts,ipos,object zeros): """ Unpacks Section 6 (Bit-Map Section) as defined in GRIB Edition 2. bitmap = unpack6(gribmsg,ndpts,ipos) INPUTS: gribmsg - String containing Section 6 of the GRIB2 message ndpts - Number of grid points specified in the bit-map (from gds[1] returned by unpack3). ipos - Byte offset of the beginning of Section 6 in cgrib. zeros - Numeric/numpy array/scip.base zeros function (used to allocate output python arrays). Python is used to allocate the arrays so no implementation-specific (Numeric, numpy array, scipy_core) C API functions need to be used. This means that any of these array modules can be used simply by changing the import statement in your python code. RETURNS: bmap - numpy array array containing decoded bitmap. ( if ibmap=0 ). Otherwise None. ibmap - Bitmap indicator ( see Code Table 6.0 ) 0 = bitmap applies and is included in Section 6. 1-253 = Predefined bitmap applies 254 = Previously defined bitmap applies to this field ERROR CODES: 2 = Not Section 6 4 = Unrecognized pre-defined bit-map. 6 = memory allocation error """ cdef object bitmap cdef unsigned char *cgrib cdef g2int iofst, ierr, ngpts, ibmap cdef g2int *bmap cgrib = PyBytes_AsString(gribmsg) iofst = PyInt_AsLong(ipos*8) ngpts = PyInt_AsLong(ndpts) ierr=g2_unpack6(cgrib,&iofst,ngpts,&ibmap,&bmap) if ierr != 0: msg = "Error unpacking section 6 - error code = %i" % ierr raise RuntimeError(msg) if ibmap == 0: bitmap = _toarray(bmap, zeros(ngpts, 'i4')) else: bitmap = None free(bmap) return bitmap,ibmap def unpack7(gribmsg,gdtnum,object gdtmpl,drtnum,object drtmpl,ndpts,ipos,object zeros,printminmax=False,storageorder='C'): """ Unpacks Section 7 (Data Section) as defined in GRIB Edition 2. fld,fldmin,fldmax = unpack7(gribmsg,gdtnum,gdtmpl,drtnum,drtmpl,ndpts,ipos) INPUTS: gribmsg - String containing Section 7 of the GRIB2 message gdtnum - Grid Definition Template Number ( see Code Table 3.0) ( Only used for DRS Template 5.51 ) gdtmpl - numpy array containing the data values for the specified Grid Definition Template ( N=igdsnum ). Each element of this integer array contains an entry (in the order specified) of Grid Definition Template 3.N ( Only used for DRS Template 5.51 ) drtnum - Data Representation Template Number ( see Code Table 5.0) drtmpl - numpy array containing the data values for the specified Data Representation Template ( N=idrsnum ). Each element of this integer array contains an entry (in the order specified) of Data Representation Template 5.N ndpts - Number of data points unpacked and returned. ipos - Byte offset of the beginning of Section 7 in cgrib. zeros - Numeric/numpy array/scip.base zeros function (used to allocate output python arrays). Python is used to allocate the arrays so no implementation-specific (Numeric, numpy array, scipy_core) C API functions need to be used. This means that any of these array modules can be used simply by changing the import statement in your python code. storageorder - 'C' for row-major, or 'F' for column-major (Default 'C') printminmax - if True, min/max of fld is printed. RETURNS: fld - numpy array (float32) containing the unpacked data field. ERROR CODES: 2 = Not section 7 4 = Unrecognized Data Representation Template 5 = need one of GDT 3.50 through 3.53 to decode DRT 5.51 6 = memory allocation error """ cdef unsigned char *cgrib cdef g2int iofst, ierr, ngpts, idrsnum, igdsnum cdef g2int *igdstmpl, *idrstmpl cdef g2float *fld cdef void *drtmpldat, *gdtmpldat cdef float rmin, rmax cdef int n cdef Py_ssize_t buflen cgrib = PyBytes_AsString(gribmsg) iofst = PyInt_AsLong(ipos*8) ngpts = PyInt_AsLong(ndpts) idrsnum = PyInt_AsLong(drtnum) igdsnum = PyInt_AsLong(gdtnum) PyObject_AsReadBuffer(drtmpl, &drtmpldat, &buflen) PyObject_AsReadBuffer(gdtmpl, &gdtmpldat, &buflen) idrstmpl = drtmpldat igdstmpl = gdtmpldat ierr=g2_unpack7(cgrib,&iofst,igdsnum,igdstmpl,idrsnum,idrstmpl,ngpts,&fld) if ierr != 0: msg = "Error unpacking section 7 - error code = %i" % ierr raise RuntimeError(msg) if printminmax: rmax=-9.9e31 rmin=9.9e31 for n from 0 <= n < ndpts: if fld[n] > rmax: rmax=fld[n] if fld[n] < rmin: rmin=fld[n] fldmax = PyFloat_FromDouble(rmax) fldmin = PyFloat_FromDouble(rmin) bitsofprecision = drtmpl[3] digitsofprecision = int(math.ceil(math.log10(math.pow(2,bitsofprecision)))) format = "%."+repr(digitsofprecision+1)+"g" minmaxstring = 'min/max='+format+'/'+format minmaxstring = minmaxstring % (fldmin,fldmax) print minmaxstring data = _toarray(fld, zeros(ngpts, 'f4', order=storageorder)) return data # routines for writing grib2 files. def grib2_create(object listsec0, object listsec1): """ Initializes a new GRIB2 message and packs GRIB2 sections 0 (Indicator Section) and 1 (Identification Section). This routine is used with routines "g2_addgrid", "grib2_addfield", and "grib2_gribend" to create a complete GRIB2 message. grib2_create must be called first to initialize a new GRIB2 message. Also, a call to grib2_gribend is required to complete GRIB2 message after all fields have been added. gribmsg, ierr = grib2_create(listsec0, listsec1) INPUT ARGUMENTS: listsec0 - numpy array containing info needed for GRIB Indicator Section 0. Must have length >= 2. listsec0[0]=Discipline-GRIB Master Table Number (see Code Table 0.0) listsec0[1]=GRIB Edition Number (currently 2) listsec1 - numpy array containing info needed for GRIB Identification Section 1. Must have len >= 13. listsec1[0]=Id of orginating centre (Common Code Table C-1) listsec1[1]=Id of orginating sub-centre (local table) listsec1[2]=GRIB Master Tables Version Number (Code Table 1.0) listsec1[3]=GRIB Local Tables Version Number (Code Table 1.1) listsec1[4]=Significance of Reference Time (Code Table 1.2) listsec1[5]=Reference Time - Year (4 digits) listsec1[6]=Reference Time - Month listsec1[7]=Reference Time - Day listsec1[8]=Reference Time - Hour listsec1[9]=Reference Time - Minute listsec1[10]=Reference Time - Second listsec1[11]=Production status of data (Code Table 1.3) listsec1[12]=Type of processed data (Code Table 1.4) OUTPUT ARGUMENTS: gribmsg - string containing the new GRIB2 message. ierr - return code. > 0 = Current size of new GRIB2 message -1 = Tried to use for version other than GRIB Edition 2 """ cdef g2int *isec0, *isec1, ierr cdef void *listsec0dat, *listsec1dat cdef Py_ssize_t buflen cdef unsigned char *cgrib # cgrib needs to be big enough to hold sec0 and sec1. lgrib = 4*(len(listsec0)+len(listsec1)) gribmsg = lgrib*b" " cgrib = PyBytes_AsString(gribmsg) PyObject_AsReadBuffer(listsec0, &listsec0dat, &buflen) PyObject_AsReadBuffer(listsec1, &listsec1dat, &buflen) isec0 = listsec0dat isec1 = listsec1dat ierr = g2_create(cgrib,isec0,isec1) if ierr < 0: msg = "Error in grib2_create, error code = %i" % ierr raise RuntimeError(msg) gribmsg = PyBytes_FromStringAndSize(cgrib, ierr) return gribmsg, ierr def grib2_end(gribmsg): """ Finalizes a GRIB2 message after all grids and fields have been added. It adds the End Section ( "7777" ) to the end of the GRIB message and calculates the length and stores it in the appropriate place in Section 0. This routine is used with routines "g2_create", "g2_addgrid", and "g2_addfield" to create a complete GRIB2 message. g2_create must be called first to initialize a new GRIB2 message. gribmsg, ierr = grib2_end(gribmsg) INPUT ARGUMENT: gribmsg - String containing all the data sections added be previous calls to g2_create, g2_addgrid, and g2_addfield. OUTPUT ARGUMENTS: gribmsg - String containing the finalized GRIB2 message RETURN VALUES: ierr - Return code. > 0 = Length of the final GRIB2 message in bytes. -1 = GRIB message was not initialized. Need to call routine g2_create first. -2 = GRIB message already complete. -3 = Sum of Section byte counts doesn't add to total byte count -4 = Previous Section was not 7. """ cdef g2int ierr cdef unsigned char *cgrib # add some extra space to grib message (enough to hold section 8). gribmsg = gribmsg + b' ' cgrib = PyBytes_AsString(gribmsg) ierr = g2_gribend(cgrib) if ierr < 0: msg = "error in grib2_end, error code = %i" % ierr raise RuntimeError(msg) gribmsg = PyBytes_FromStringAndSize(cgrib, ierr) return gribmsg, ierr def grib2_addgrid(gribmsg,object gds,object gdstmpl,object deflist=None, defnum = 0): """ Packs up a Grid Definition Section (Section 3) and adds it to a GRIB2 message. It is used with routines "g2_create", "g2_addfield" and "g2_gribend" to create a complete GRIB2 message. g2_create must be called first to initialize a new GRIB2 message. gribmsg, ierr = grib2_addgrid(gribmsg,gds,gdstmpl,ideflist) INPUT ARGUMENTS: cgrib - Char array that contains the GRIB2 message to which section should be added. gds - Contains information needed for GRIB Grid Definition Section 3 Must be dimensioned >= 5. gds[0]=Source of grid definition (see Code Table 3.0) gds[1]=Number of grid points in the defined grid. gds[2]=Number of octets needed for each additional grid points definition. Used to define number of points in each row ( or column ) for non-regular grids. = 0, if using regular grid. gds[3]=Interpretation of list for optional points definition. (Code Table 3.11) gds[4]=Grid Definition Template Number (Code Table 3.1) gdstmpl - Contains the data values for the specified Grid Definition Template ( NN=gds[4] ). Each element of this integer array contains an entry (in the order specified) of Grid Defintion Template 3.NN deflist - (Used if gds[2] != 0) This array contains the number of grid points contained in each row ( or column ) OUTPUT ARGUMENTS: cgrib - Char array to contain the updated GRIB2 message. Must be allocated large enough to store the entire GRIB2 message. RETURN VALUES: ierr - Return code. > 0 = Current size of updated GRIB2 message -1 = GRIB message was not initialized. Need to call routine gribcreate first. -2 = GRIB message already complete. Cannot add new section. -3 = Sum of Section byte counts doesn't add to total byte count -4 = Previous Section was not 1, 2 or 7. -5 = Could not find requested Grid Definition Template. """ cdef g2int ierr, idefnum, *igds, *igdstmpl, *ideflist cdef unsigned char *cgrib cdef void *gdsdat, *deflistdat, *gdstmpldat cdef Py_ssize_t buflen PyObject_AsReadBuffer(gds, &gdsdat, &buflen) PyObject_AsReadBuffer(gdstmpl, &gdstmpldat, &buflen) igds = gdsdat igdstmpl = gdstmpldat if igds[2] != 0: PyObject_AsReadBuffer(deflist, &deflistdat, &buflen) ideflist = deflistdat idefnum = PyInt_AsLong(len(deflist)) else: ideflist = NULL idefnum = 0 gribmsg = gribmsg + 4*(256+4+gds[2]+1)*b" " cgrib = PyBytes_AsString(gribmsg) ierr = g2_addgrid(cgrib, igds, igdstmpl, ideflist, idefnum) if ierr < 0: msg = "error in grib2_addgrid, error code = %i" % ierr raise RuntimeError(msg) gribmsg = PyBytes_FromStringAndSize(cgrib, ierr) return gribmsg, ierr def grib2_addfield(gribmsg,pdsnum,object pdstmpl,object coordlist, drsnum,object drstmpl,object field, ibitmap,object bitmap): """ Packs up Sections 4 through 7 for a given field and adds them to a GRIB2 message. They are Product Definition Section, Data Representation Section, Bit-Map Section and Data Section, respectively. This routine is used with routines "g2_create", "g2_addgrid", and "g2_gribend" to create a complete GRIB2 message. g2_create must be called first to initialize a new GRIB2 message. g2_addgrid must be called after g2_create and before this routine to add the appropriate grid description to the GRIB2 message. A call to g2_gribend is required to complete GRIB2 message after all fields have been added. gribmsg, ierr = g2_addfield(gribmsg,pdsnum,pdstmpl,coordlist,drsnum, drstmpl,fld,ngrdpts,ibmap,bmap) INPUT ARGUMENT LIST: cgrib - Char array that contains the GRIB2 message to which sections 4 through 7 should be added. pdsnum - Product Definition Template Number ( see Code Table 4.0) pdstmpl - numpy array with data values for the specified Product Definition Template ( N=pdsnum ). Each element of this integer array contains an entry (in the order specified) of Product Defintion Template 4.N coordlist- numpy array (float32) containg floating point values intended to document the vertical discretisation associated to model data on hybrid coordinate vertical levels. numcoord - number of values in array coordlist. drsnum - Data Representation Template Number ( see Code Table 5.0 ) drstmpl - numpy array with data values for the specified Data Representation Template ( N=drsnum ). Each element of this integer array contains an entry (in the order specified) of Data Representation Template 5.N Note that some values in this template (eg. reference values, number of bits, etc...) may be changed by the data packing algorithms. Use this to specify scaling factors and order of spatial differencing, if desired. field - numpy array (float32) of data points to pack. ngrdpts - Number of data points in grid. i.e. size of fld and bmap. ibitmap - Bitmap indicator ( see Code Table 6.0 ) 0 = bitmap applies and is included in Section 6. 1-253 = Predefined bitmap applies 254 = Previously defined bitmap applies to this field 255 = Bit map does not apply to this product. bitmap - numpy array (int32) containing bitmap to be added. (if ibitmap=0 or 254) OUTPUT ARGUMENT LIST: gribmsg - String with the updated GRIB2 message. Must be allocated large enough to store the entire GRIB2 message. RETURN VALUES: ierr - Return code. > 0 = Current size of updated GRIB2 message -1 = GRIB message was not initialized. Need to call routine gribcreate first. -2 = GRIB message already complete. Cannot add new section. -3 = Sum of Section byte counts doesn't add to total byte count -4 = Previous Section was not 3 or 7. -5 = Could not find requested Product Definition Template. -6 = Section 3 (GDS) not previously defined in message -7 = Tried to use unsupported Data Representationi Template -8 = Specified use of a previously defined bitmap, but one does not exist in the GRIB message. -9 = GDT of one of 5.50 through 5.53 required to pack field using DRT 5.51. -10 = Error packing data field. """ cdef g2int ierr,ipdsnum,numcoord,*ipdstmpl,idrsnum,*idrstmpl cdef g2float *fld, *fcoordlist cdef g2int *bmap, ngrdpts, ibmap cdef void *pdtmpldat, *drtmpldat, *coordlistdat, *fielddat, *bitmapdat cdef Py_ssize_t buflen cdef unsigned char *cgrib ipdsnum = PyInt_AsLong(pdsnum) PyObject_AsReadBuffer(pdstmpl, &pdtmpldat, &buflen) ipdstmpl = pdtmpldat idrsnum = PyInt_AsLong(drsnum) PyObject_AsReadBuffer(drstmpl, &drtmpldat, &buflen) idrstmpl = drtmpldat if coordlist is not None: PyObject_AsReadBuffer(coordlist, &coordlistdat, &buflen) fcoordlist = coordlistdat numcoord = len(coordlist) else: fcoordlist = NULL numcoord = 0 PyObject_AsReadBuffer(field, &fielddat, &buflen) fld = fielddat ibmap = PyInt_AsLong(ibitmap) ngrdpts = len(field) if ibitmap == 0 or ibitmap == 254: PyObject_AsReadBuffer(bitmap, &bitmapdat, &buflen) bmap = bitmapdat else: bmap = NULL gribmsg = gribmsg + 4*(len(drstmpl)+ngrdpts+4)*b" " cgrib = PyBytes_AsString(gribmsg) ierr = g2_addfield(cgrib,ipdsnum,ipdstmpl,fcoordlist,numcoord,idrsnum,idrstmpl,fld,ngrdpts,ibmap,bmap) if ierr < 0: msg = "error in grib2_addfield, error code = %i" % ierr raise RuntimeError(msg) gribmsg = PyBytes_FromStringAndSize(cgrib, ierr) return gribmsg, ierr pygrib-1.9.8/g2clib_src/000077500000000000000000000000001224541055300150375ustar00rootroot00000000000000pygrib-1.9.8/g2clib_src/CHANGES000066400000000000000000000070131224541055300160330ustar00rootroot00000000000000g2lib-1.0 - August 2003 - Original version g2libc-1.0.1 - May 2004 - Changed the library name from "libg2c.a" to "libgrib2c.a" to avoid conflict with the g77 libg2c library. - Added support for Grid Definition Template 3.31, Albers Equal Area. - Changed most PDT templates in module pdstemplates to allow negative surface values. - Many minor changes to help get clean compiles. g2libc-1.0.2 - December 2004 - WMO approved the JPEG2000 and PNG Data Representation Templates ( 5.40000 and 5.40010, respectively ) for operational use. The templates were assigned WMO values of 5.40 and 5.41, respectively. Changes were made to the source to recognize either template number. - Fixed bug encountered when packing a near constant field with DRT 5.40 or 5.40000 (JPEG2000). - Added consistency check, provided by Arthur Taylor/MDL, used when unpacking Data Templates 7.2 and 7.3. - Added functionality to support encoding of "Missing" data values within the data field when using Data Representation Templates 5.2 (complex packing) and 5.3 (complex packing and spatial differencing). See octets 23 - 31 in DRTs 5.2 and 5.3 for more info on missing value management. - Increased the packing efficiency of Data Representation Templates 5.2 and 5.3 by adding MDL/Glahn algorithm for determining effective groupings. g2libc-1.0.3 - December 2005 - Two bug fixes: 1) Error encoding constant data field. 2) Error encoding grid with large bitmap using DRT 5.40 - JPEG2000. g2libc-1.0.5 - August 2007 - Added GDT 3.204 Curvilinear Orthogonal Grid g2libc-1.1.7 - August 2008 - Added GDT 3.32768 Rot Lat/Lon E-grid (Arakawa) g2libc-1.1.8 - January 2009 - Initialize variable lencsec2 in routine g2_unpack2.c variable ndpts in routine g2_unpack7.c - Changed the structure name template to gtemplate to avoid of reserved word in C++ - Change routine seekgb.c to use 4 bytes instead of sizeof(g2int) g2libc-1.1.9 - June 2009 - Updated version jasper-1.900.1, libpng-1.2.35 and zlib-1.2.3 - Fixed bug causing seg fault when using PNG 1.2.35 g2libc-1.2.0 - March 2010 - Added PDT 4.31 Satellite Product - Added PDT 4.15 WAFS Product g2libc-1.2.1 - August 2010 - Added PDT 4.40,4,41,4,42,4,43 for Atmospheric Chemical Constituents - Added GDT 3.32769 Rot Lat/Lon None E-grid (Arakawa) - If section 2 has zero length, return IERR=0 g2libc-1.2.2 - March 2011 - Corrected PDT 4.42,4.43 for Atmospheric Chemical Constituents g2libc-1.2.3 - November 2011 - Fixed bugs in routines dec_png.c and enc_png.c pygrib-1.9.8/g2clib_src/README000066400000000000000000000054011224541055300157170ustar00rootroot00000000000000 JUNE 01, 2009 W/NP11:SAG g2clib Library. This library contains "C" decoder/encoder routines for GRIB edition 2. The user API for the GRIB2 routines is described in file "grib2c.doc". This "C" source code conatins many uses of the C++ comment style "//". Please make sure you include the appropriate compiler option in the CFLAGS variable in the makefile to allow the use of "//" comment indicators. We have added support for PNG and JPEG2000 image compression algorithms within the GRIB2 standard. If you would like to compile this library to utilize these GRIB2 Templates, make sure that -DUSE_PNG and -DUSE_JPEG2000 are specified in the DEFS variable in the makefile. You will also need to download and install the external libraries listed below, if they are not already installed on your system. If you do not wish to bother with the external libs and don't need PNG and JPEG2000 support, you can remove the -DUSE_PNG and -DUSE_JPEG2000 flags from the DEFS variable in the makefile. ------------------------------------------------------------------------------- External Libraries: libjasper.a - This library is a C implementation of the JPEG-2000 Part-1 standard (i.e., ISO/IEC 15444-1). This library is required if JPEG2000 support in GRIB2 is desired. If not, remove the -DUSE_JPEG2000 option from the DEFS variable in the makefile. Download version jasper-1.900.1 from the JasPer Project's home page, http://www.ece.uvic.ca/~mdadams/jasper/. More information about JPEG2000 can be found at http://www.jpeg.org/JPEG2000.html. libpng.a This library is a C implementation of the Portable Network Graphics PNG image compression format. This library is required if PNG support in GRIB2 is desired. If not, remove the -DUSE_PNG option from the DEFS variable in the makefile. If not already installed on your system, download version libpng-1.2.35 from http://www.libpng.org/pub/png/libpng.html. More information about PNG can be found at http://www.libpng.org/pub/png/. libz.a This library contains compression/decompression routines used by libpng.a for PNG image compression support. This library is required if PNG support in GRIB2 is desired. If not, remove the -DUSE_PNG option from the DEFS variable in g2lib/makefile. If not already installed on your system, download version zlib-1.2.3 from http://www.gzip.org/zlib/. pygrib-1.9.8/g2clib_src/cmplxpack.c000077500000000000000000000051721224541055300171750ustar00rootroot00000000000000#include "grib2.h" void cmplxpack(g2float *fld,g2int ndpts, g2int idrsnum,g2int *idrstmpl, unsigned char *cpack, g2int *lcpack) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: cmplxpack // PRGMMR: Gilbert ORG: W/NP11 DATE: 2004-08-27 // // ABSTRACT: This subroutine packs up a data field using a complex // packing algorithm as defined in the GRIB2 documention. It // supports GRIB2 complex packing templates with or without // spatial differences (i.e. DRTs 5.2 and 5.3). // It also fills in GRIB2 Data Representation Template 5.2 or 5.3 // with the appropriate values. // // PROGRAM HISTORY LOG: // 2004-08-27 Gilbert // // USAGE: cmplxpack(g2float *fld,g2int ndpts, g2int idrsnum,g2int *idrstmpl, // unsigned char *cpack, g2int *lcpack) // INPUT ARGUMENT LIST: // fld[] - Contains the data values to pack // ndpts - The number of data values in array fld[] // idrsnum - Data Representation Template number 5.N // Must equal 2 or 3. // idrstmpl - Contains the array of values for Data Representation // Template 5.2 or 5.3 // [0] = Reference value - ignored on input // [1] = Binary Scale Factor // [2] = Decimal Scale Factor // . // . // [6] = Missing value management // [7] = Primary missing value // [8] = Secondary missing value // . // . // [16] = Order of Spatial Differencing ( 1 or 2 ) // . // . // // OUTPUT ARGUMENT LIST: // idrstmpl - Contains the array of values for Data Representation // Template 5.3 // [0] = Reference value - set by compack routine. // [1] = Binary Scale Factor - unchanged from input // [2] = Decimal Scale Factor - unchanged from input // . // . // cpack - The packed data field (character*1 array) // lcpack - length of packed field cpack[]. // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: IBM SP // //$$$ { if ( idrstmpl[6] == 0 ) { // No internal missing values compack(fld,ndpts,idrsnum,idrstmpl,cpack,lcpack); } else if ( idrstmpl[6] == 1 || idrstmpl[6] == 2) { misspack(fld,ndpts,idrsnum,idrstmpl,cpack,lcpack); } else { printf("cmplxpack: Don:t recognize Missing value option."); *lcpack=-1; } } pygrib-1.9.8/g2clib_src/compack.c000077500000000000000000000347721224541055300166400ustar00rootroot00000000000000#include #include #include "grib2.h" void compack(g2float *fld,g2int ndpts,g2int idrsnum,g2int *idrstmpl, unsigned char *cpack,g2int *lcpack) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: compack // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-11-07 // // ABSTRACT: This subroutine packs up a data field using a complex // packing algorithm as defined in the GRIB2 documention. It // supports GRIB2 complex packing templates with or without // spatial differences (i.e. DRTs 5.2 and 5.3). // It also fills in GRIB2 Data Representation Template 5.2 or 5.3 // with the appropriate values. // // PROGRAM HISTORY LOG: // 2002-11-07 Gilbert // // USAGE: void compack(g2float *fld,g2int ndpts,g2int idrsnum, // g2int *idrstmpl,unsigned char *cpack,g2int *lcpack) // // INPUT ARGUMENTS: // fld[] - Contains the data values to pack // ndpts - The number of data values in array fld[] // idrsnum - Data Representation Template number 5.N // Must equal 2 or 3. // idrstmpl - Contains the array of values for Data Representation // Template 5.2 or 5.3 // [0] = Reference value - ignored on input // [1] = Binary Scale Factor // [2] = Decimal Scale Factor // . // . // [6] = Missing value management // [7] = Primary missing value // [8] = Secondary missing value // . // . // [16] = Order of Spatial Differencing ( 1 or 2 ) // . // . // // OUTPUT ARGUMENTS: // idrstmpl - Contains the array of values for Data Representation // Template 5.3 // [0] = Reference value - set by compack routine. // [1] = Binary Scale Factor - unchanged from input // [2] = Decimal Scale Factor - unchanged from input // . // . // cpack - The packed data field // lcpack - length of packed field cpack. // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ { static g2int zero=0; g2int *ifld,*gref,*glen,*gwidth; g2int *jmin, *jmax, *lbit; g2int i,j,n,nbits,imin,imax,left; g2int isd,itemp,ilmax,ngwidthref=0,nbitsgwidth=0; g2int nglenref=0,nglenlast=0,iofst,ival1,ival2; g2int minsd,nbitsd=0,maxorig,nbitorig,ngroups; g2int lg,ng,igmax,iwmax,nbitsgref; g2int glength,grpwidth,nbitsglen=0; g2int kfildo, minpk, inc, maxgrps, ibit, jbit, kbit, novref, lbitref; g2int missopt, miss1, miss2, ier; g2float bscale,dscale,rmax,rmin,temp; static g2int simple_alg = 0; static g2float alog2=0.69314718; // ln(2.0) static g2int one=1; bscale=int_power(2.0,-idrstmpl[1]); dscale=int_power(10.0,idrstmpl[2]); // // Find max and min values in the data // rmax=fld[0]; rmin=fld[0]; for (j=1;j rmax) rmax=fld[j]; if (fld[j] < rmin) rmin=fld[j]; } // // If max and min values are not equal, pack up field. // If they are equal, we have a constant field, and the reference // value (rmin) is the value for each point in the field and // set nbits to 0. // if (rmin != rmax) { iofst=0; ifld=calloc(ndpts,sizeof(g2int)); gref=calloc(ndpts,sizeof(g2int)); gwidth=calloc(ndpts,sizeof(g2int)); glen=calloc(ndpts,sizeof(g2int)); // // Scale original data // if (idrstmpl[1] == 0) { // No binary scaling imin=(g2int)rint(rmin*dscale); //imax=(g2int)rint(rmax*dscale); rmin=(g2float)imin; for (j=0;j0;j--) ifld[j]=ifld[j]-ifld[j-1]; ifld[0]=0; } else if (idrstmpl[16] == 2) { // second order ival1=ifld[0]; ival2=ifld[1]; for (j=ndpts-1;j>1;j--) ifld[j]=ifld[j]-(2*ifld[j-1])+ifld[j-2]; ifld[0]=0; ifld[1]=0; } // // subtract min value from spatial diff field // isd=idrstmpl[16]; minsd=ifld[isd]; for (j=isd;jival1) maxorig=ival2; temp=log((double)(maxorig+1))/alog2; nbitorig=(g2int)ceil(temp)+1; if (nbitorig > nbitsd) nbitsd=nbitorig; // increase number of bits to even multiple of 8 ( octet ) if ( (nbitsd%8) != 0) nbitsd=nbitsd+(8-(nbitsd%8)); // // Store extra spatial differencing info into the packed // data section. // if (nbitsd != 0) { // pack first original value if (ival1 >= 0) { sbit(cpack,&ival1,iofst,nbitsd); iofst=iofst+nbitsd; } else { sbit(cpack,&one,iofst,1); iofst=iofst+1; itemp=abs(ival1); sbit(cpack,&itemp,iofst,nbitsd-1); iofst=iofst+nbitsd-1; } if (idrstmpl[16] == 2) { // pack second original value if (ival2 >= 0) { sbit(cpack,&ival2,iofst,nbitsd); iofst=iofst+nbitsd; } else { sbit(cpack,&one,iofst,1); iofst=iofst+1; itemp=abs(ival2); sbit(cpack,&itemp,iofst,nbitsd-1); iofst=iofst+nbitsd-1; } } // pack overall min of spatial differences if (minsd >= 0) { sbit(cpack,&minsd,iofst,nbitsd); iofst=iofst+nbitsd; } else { sbit(cpack,&one,iofst,1); iofst=iofst+1; itemp=abs(minsd); sbit(cpack,&itemp,iofst,nbitsd-1); iofst=iofst+nbitsd-1; } } //printf("SDp %ld %ld %ld %ld\n",ival1,ival2,minsd,nbitsd); } // end of spatial diff section // // Determine Groups to be used. // if ( simple_alg == 1 ) { // set group length to 10; calculate number of groups // and length of last group ngroups=ndpts/10; for (j=0;j imax) imax=ifld[j]; j++; } // calc num of bits needed to hold data if ( gref[ng] != imax ) { temp=log((double)(imax-gref[ng]+1))/alog2; gwidth[ng]=(g2int)ceil(temp); } else gwidth[ng]=0; // Subtract min from data j=n; for (lg=0;lg igmax) igmax=gref[j]; if (igmax != 0) { temp=log((double)(igmax+1))/alog2; nbitsgref=(g2int)ceil(temp); sbits(cpack,gref,iofst,nbitsgref,0,ngroups); itemp=nbitsgref*ngroups; iofst=iofst+itemp; // Pad last octet with Zeros, if necessary, if ( (itemp%8) != 0) { left=8-(itemp%8); sbit(cpack,&zero,iofst,left); iofst=iofst+left; } } else nbitsgref=0; // // Find max/min of the group widths and calc num of bits needed // to pack each groups width value, then // pack up group width values // iwmax=gwidth[0]; ngwidthref=gwidth[0]; for (j=1;j iwmax) iwmax=gwidth[j]; if (gwidth[j] < ngwidthref) ngwidthref=gwidth[j]; } if (iwmax != ngwidthref) { temp=log((double)(iwmax-ngwidthref+1))/alog2; nbitsgwidth=(g2int)ceil(temp); for (i=0;i ilmax) ilmax=glen[j]; if (glen[j] < nglenref) nglenref=glen[j]; } nglenlast=glen[ngroups-1]; if (ilmax != nglenref) { temp=log((double)(ilmax-nglenref+1))/alog2; nbitsglen=(g2int)ceil(temp); for (i=0;i #include #include "grib2.h" int comunpack(unsigned char *cpack,g2int lensec,g2int idrsnum,g2int *idrstmpl,g2int ndpts,g2float *fld) ////$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: comunpack // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-29 // // ABSTRACT: This subroutine unpacks a data field that was packed using a // complex packing algorithm as defined in the GRIB2 documention, // using info from the GRIB2 Data Representation Template 5.2 or 5.3. // Supports GRIB2 complex packing templates with or without // spatial differences (i.e. DRTs 5.2 and 5.3). // // PROGRAM HISTORY LOG: // 2002-10-29 Gilbert // 2004-12-16 Gilbert - Added test ( provided by Arthur Taylor/MDL ) // to verify that group widths and lengths are // consistent with section length. // // USAGE: int comunpack(unsigned char *cpack,g2int lensec,g2int idrsnum, // g2int *idrstmpl, g2int ndpts,g2float *fld) // INPUT ARGUMENT LIST: // cpack - pointer to the packed data field. // lensec - length of section 7 (used for error checking). // idrsnum - Data Representation Template number 5.N // Must equal 2 or 3. // idrstmpl - pointer to the array of values for Data Representation // Template 5.2 or 5.3 // ndpts - The number of data values to unpack // // OUTPUT ARGUMENT LIST: // fld - Contains the unpacked data values. fld must be allocated // with at least ndpts*sizeof(g2float) bytes before // calling this routine. // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$// { g2int nbitsd=0,isign; g2int j,iofst,ival1,ival2,minsd,itemp,l,k,n,non=0; g2int *ifld,*ifldmiss=0; g2int *gref,*gwidth,*glen; g2int itype,ngroups,nbitsgref,nbitsgwidth,nbitsglen; g2int msng1,msng2; g2float ref,bscale,dscale,rmiss1,rmiss2; g2int totBit, totLen; //printf('IDRSTMPL: ',(idrstmpl(j),j=1,16) rdieee(idrstmpl+0,&ref,1); // printf("SAGTref: %f\n",ref); bscale = (g2float)int_power(2.0,idrstmpl[1]); dscale = (g2float)int_power(10.0,-idrstmpl[2]); nbitsgref = idrstmpl[3]; itype = idrstmpl[4]; ngroups = idrstmpl[9]; nbitsgwidth = idrstmpl[11]; nbitsglen = idrstmpl[15]; if (idrsnum == 3) nbitsd=idrstmpl[17]*8; // Constant field if (ngroups == 0) { for (j=0;j lensec) { return 1; } // // For each group, unpack data values // if ( idrstmpl[6] == 0 ) { // no missing values n=0; for (j=0;j #include #include #include "grib2.h" #include "jasper/jasper.h" #define JAS_1_700_2 int dec_jpeg2000(char *injpc,g2int bufsize,g2int *outfld) /*$$$ SUBPROGRAM DOCUMENTATION BLOCK * . . . . * SUBPROGRAM: dec_jpeg2000 Decodes JPEG2000 code stream * PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-12-02 * * ABSTRACT: This Function decodes a JPEG2000 code stream specified in the * JPEG2000 Part-1 standard (i.e., ISO/IEC 15444-1) using JasPer * Software version 1.500.4 (or 1.700.2) written by the University of British * Columbia and Image Power Inc, and others. * JasPer is available at http://www.ece.uvic.ca/~mdadams/jasper/. * * PROGRAM HISTORY LOG: * 2002-12-02 Gilbert * * USAGE: int dec_jpeg2000(char *injpc,g2int bufsize,g2int *outfld) * * INPUT ARGUMENTS: * injpc - Input JPEG2000 code stream. * bufsize - Length (in bytes) of the input JPEG2000 code stream. * * OUTPUT ARGUMENTS: * outfld - Output matrix of grayscale image values. * * RETURN VALUES : * 0 = Successful decode * -3 = Error decode jpeg2000 code stream. * -5 = decoded image had multiple color components. * Only grayscale is expected. * * REMARKS: * * Requires JasPer Software version 1.500.4 or 1.700.2 * * ATTRIBUTES: * LANGUAGE: C * MACHINE: IBM SP * *$$$*/ { int ier; g2int i,j,k; jas_image_t *image=0; jas_stream_t *jpcstream; jas_image_cmpt_t *pcmpt; char *opts=0; jas_matrix_t *data; // jas_init(); ier=0; // // Create jas_stream_t containing input JPEG200 codestream in memory. // jpcstream=jas_stream_memopen(injpc,bufsize); // // Decode JPEG200 codestream into jas_image_t structure. // image=jpc_decode(jpcstream,opts); if ( image == 0 ) { printf(" jpc_decode return\n"); return -3; } pcmpt=image->cmpts_[0]; /* printf(" SAGOUT DECODE:\n"); printf(" tlx %d \n",image->tlx_); printf(" tly %d \n",image->tly_); printf(" brx %d \n",image->brx_); printf(" bry %d \n",image->bry_); printf(" numcmpts %d \n",image->numcmpts_); printf(" maxcmpts %d \n",image->maxcmpts_); #ifdef JAS_1_500_4 printf(" colormodel %d \n",image->colormodel_); #endif #ifdef JAS_1_700_2 printf(" colorspace %d \n",image->clrspc_); #endif printf(" inmem %d \n",image->inmem_); printf(" COMPONENT:\n"); printf(" tlx %d \n",pcmpt->tlx_); printf(" tly %d \n",pcmpt->tly_); printf(" hstep %d \n",pcmpt->hstep_); printf(" vstep %d \n",pcmpt->vstep_); printf(" width %d \n",pcmpt->width_); printf(" height %d \n",pcmpt->height_); printf(" prec %d \n",pcmpt->prec_); printf(" sgnd %d \n",pcmpt->sgnd_); printf(" cps %d \n",pcmpt->cps_); #ifdef JAS_1_700_2 printf(" type %d \n",pcmpt->type_); #endif */ // Expecting jpeg2000 image to be grayscale only. // No color components. // if (image->numcmpts_ != 1 ) { printf("dec_jpeg2000: Found color image. Grayscale expected.\n"); return (-5); } // // Create a data matrix of grayscale image values decoded from // the jpeg2000 codestream. // data=jas_matrix_create(jas_image_height(image), jas_image_width(image)); jas_image_readcmpt(image,0,0,0,jas_image_width(image), jas_image_height(image),data); // // Copy data matrix to output integer array. // k=0; for (i=0;iheight_;i++) for (j=0;jwidth_;j++) outfld[k++]=data->rows_[i][j]; // // Clean up JasPer work structures. // jas_matrix_destroy(data); ier=jas_stream_close(jpcstream); jas_image_destroy(image); return 0; } #endif /* USE_JPEG2000 */ pygrib-1.9.8/g2clib_src/dec_png.c000066400000000000000000000071201224541055300166020ustar00rootroot00000000000000#ifndef USE_PNG void dummy_dec_png(void) {} #else /* USE_PNG */ #include #include #include #include #include "grib2.h" struct png_stream { unsigned char *stream_ptr; /* location to write PNG stream */ g2int stream_len; /* number of bytes written */ }; typedef struct png_stream png_stream; void user_read_data(png_structp , png_bytep , png_uint_32 ); void user_read_data(png_structp png_ptr,png_bytep data, png_uint_32 length) /* Custom read function used so that libpng will read a PNG stream from memory instead of a file on disk. */ { char *ptr; g2int offset; png_stream *mem; mem=(png_stream *)png_get_io_ptr(png_ptr); ptr=(void *)mem->stream_ptr; offset=mem->stream_len; /* printf("SAGrd %ld %ld %x\n",offset,length,ptr); */ memcpy(data,ptr+offset,length); mem->stream_len += length; } int dec_png(unsigned char *pngbuf,g2int *width,g2int *height,char *cout) { int interlace,color,compres,filter,bit_depth; g2int j,k,n,bytes,clen; png_structp png_ptr; png_infop info_ptr,end_info; png_bytepp row_pointers; png_stream read_io_ptr; png_uint_32 h32, w32; /* check if stream is a valid PNG format */ if ( png_sig_cmp(pngbuf,0,8) != 0) return (-3); /* create and initialize png_structs */ png_ptr = png_create_read_struct(PNG_LIBPNG_VER_STRING, (png_voidp)NULL, NULL, NULL); if (!png_ptr) return (-1); info_ptr = png_create_info_struct(png_ptr); if (!info_ptr) { png_destroy_read_struct(&png_ptr,(png_infopp)NULL,(png_infopp)NULL); return (-2); } end_info = png_create_info_struct(png_ptr); if (!end_info) { png_destroy_read_struct(&png_ptr,(png_infopp)info_ptr,(png_infopp)NULL); return (-2); } /* Set Error callback */ if (setjmp(png_jmpbuf(png_ptr))) { png_destroy_read_struct(&png_ptr, &info_ptr,&end_info); return (-3); } /* Initialize info for reading PNG stream from memory */ read_io_ptr.stream_ptr=(png_voidp)pngbuf; read_io_ptr.stream_len=0; /* Set new custom read function */ png_set_read_fn(png_ptr,(png_voidp)&read_io_ptr,(png_rw_ptr)user_read_data); /* png_init_io(png_ptr, fptr); */ /* Read and decode PNG stream */ png_read_png(png_ptr, info_ptr, PNG_TRANSFORM_IDENTITY, NULL); /* Get pointer to each row of image data */ row_pointers = png_get_rows(png_ptr, info_ptr); /* Get image info, such as size, depth, colortype, etc... */ /*printf("SAGT:png %d %d %d\n",info_ptr->width,info_ptr->height,info_ptr->bit_depth);*/ // (void)png_get_IHDR(png_ptr, info_ptr, (png_uint_32 *)width, (png_uint_32 *)height, (void)png_get_IHDR(png_ptr, info_ptr, &w32, &h32, &bit_depth, &color, &interlace, &compres, &filter); *height = h32; *width = w32; /* Check if image was grayscale */ /* if (color != PNG_COLOR_TYPE_GRAY ) { fprintf(stderr,"dec_png: Grayscale image was expected. \n"); } */ if ( color == PNG_COLOR_TYPE_RGB ) { bit_depth=24; } else if ( color == PNG_COLOR_TYPE_RGB_ALPHA ) { bit_depth=32; } /* Copy image data to output string */ n=0; bytes=bit_depth/8; clen=(*width)*bytes; for (j=0;j<*height;j++) { for (k=0;k #include "grib2.h" #include "drstemplates.h" g2int getdrsindex(g2int number) /*!$$$ SUBPROGRAM DOCUMENTATION BLOCK ! . . . . ! SUBPROGRAM: getdrsindex ! PRGMMR: Gilbert ORG: W/NP11 DATE: 2001-06-28 ! ! ABSTRACT: This function returns the index of specified Data ! Representation Template 5.NN (NN=number) in array templates. ! ! PROGRAM HISTORY LOG: ! 2001-06-28 Gilbert ! 2009-01-14 Vuong Changed structure name template to gtemplate ! ! USAGE: index=getdrsindex(number) ! INPUT ARGUMENT LIST: ! number - NN, indicating the number of the Data Representation ! Template 5.NN that is being requested. ! ! RETURNS: Index of DRT 5.NN in array gtemplates, if gtemplate exists. ! = -1, otherwise. ! ! REMARKS: None ! ! ATTRIBUTES: ! LANGUAGE: C ! MACHINE: IBM SP ! !$$$*/ { g2int j,getdrsindex=-1; for (j=0;jtype=5; new->num=templatesdrs[index].template_num; new->maplen=templatesdrs[index].mapdrslen; new->needext=templatesdrs[index].needext; new->map=(g2int *)templatesdrs[index].mapdrs; new->extlen=0; new->ext=0; //NULL return(new); } else { printf("getdrstemplate: DRS Template 5.%d not defined.\n",(int)number); return(0); //NULL } return(0); //NULL } gtemplate *extdrstemplate(g2int number,g2int *list) /*!$$$ SUBPROGRAM DOCUMENTATION BLOCK ! . . . . ! SUBPROGRAM: extdrstemplate ! PRGMMR: Gilbert ORG: W/NP11 DATE: 2000-05-11 ! ! ABSTRACT: This subroutine generates the remaining octet map for a ! given Data Representation Template, if required. Some Templates can ! vary depending on data values given in an earlier part of the ! Template, and it is necessary to know some of the earlier entry ! values to generate the full octet map of the Template. ! ! PROGRAM HISTORY LOG: ! 2000-05-11 Gilbert ! 2009-01-14 Vuong Changed structure name template to gtemplate ! ! USAGE: new=extdrstemplate(number,list); ! INPUT ARGUMENT LIST: ! number - NN, indicating the number of the Data Representation ! Template 5.NN that is being requested. ! list() - The list of values for each entry in the ! the Data Representation Template 5.NN. ! ! RETURN VALUE: ! - Pointer to the returned template struct. ! Returns NULL pointer, if template not found. ! ! ATTRIBUTES: ! LANGUAGE: C ! MACHINE: IBM SP ! !$$$*/ { gtemplate *new; g2int index,i; index=getdrsindex(number); if (index == -1) return(0); new=getdrstemplate(number); if ( ! new->needext ) return(new); if ( number == 1 ) { new->extlen=list[10]+list[12]; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (i=0;iextlen;i++) { new->ext[i]=4; } } return(new); } pygrib-1.9.8/g2clib_src/drstemplates.h000077500000000000000000000060351224541055300177260ustar00rootroot00000000000000#ifndef _drstemplates_H #define _drstemplates_H #include "grib2.h" // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-26 // // ABSTRACT: This Fortran Module contains info on all the available // GRIB2 Data Representation Templates used in Section 5 (DRS). // The information decribing each template is stored in the // drstemplate structure defined below. // // Each Template has three parts: The number of entries in the template // (mapdrslen); A map of the template (mapdrs), which contains the // number of octets in which to pack each of the template values; and // a logical value (needext) that indicates whether the Template needs // to be extended. In some cases the number of entries in a template // can vary depending upon values specified in the "static" part of // the template. ( See Template 5.1 as an example ) // // NOTE: Array mapdrs contains the number of octets in which the // corresponding template values will be stored. A negative value in // mapdrs is used to indicate that the corresponding template entry can // contain negative values. This information is used later when packing // (or unpacking) the template data values. Negative data values in GRIB // are stored with the left most bit set to one, and a negative number // of octets value in mapdrs[] indicates that this possibility should // be considered. The number of octets used to store the data value // in this case would be the absolute value of the negative value in // mapdrs[]. // // /////////////////////////////////////////////////////////////////////// #define MAXDRSTEMP 9 // maximum number of templates #define MAXDRSMAPLEN 200 // maximum template map length struct drstemplate { g2int template_num; g2int mapdrslen; g2int needext; g2int mapdrs[MAXDRSMAPLEN]; }; const struct drstemplate templatesdrs[MAXDRSTEMP] = { // 5.0: Grid point data - Simple Packing { 0, 5, 0, {4,-2,-2,1,1} }, // 5.2: Grid point data - Complex Packing { 2, 16, 0, {4,-2,-2,1,1,1,1,4,4,4,1,1,4,1,4,1} }, // 5.3: Grid point data - Complex Packing and spatial differencing { 3, 18, 0, {4,-2,-2,1,1,1,1,4,4,4,1,1,4,1,4,1,1,1} }, // 5.50: Spectral Data - Simple Packing { 50, 5, 0, {4,-2,-2,1,4} }, // 5.51: Spherical Harmonics data - Complex packing { 51, 10, 0, {4,-2,-2,1,-4,2,2,2,4,1} }, // // 5.1: Matrix values at gridpoint - Simple packing // { 1, 15, 1, {4,-2,-2,1,1,1,4,2,2,1,1,1,1,1,1} }, // 5.40: Grid point data - JPEG2000 encoding { 40, 7, 0, {4,-2,-2,1,1,1,1} }, // 5.41: Grid point data - PNG encoding { 41, 5, 0, {4,-2,-2,1,1} }, // 5.40000: Grid point data - JPEG2000 encoding { 40000, 7, 0, {4,-2,-2,1,1,1,1} }, // 5.40010: Grid point data - PNG encoding { 40010, 5, 0, {4,-2,-2,1,1} } } ; #endif /* _drstemplates_H */ pygrib-1.9.8/g2clib_src/enc_jpeg2000.c000066400000000000000000000121061224541055300172570ustar00rootroot00000000000000#ifndef USE_JPEG2000 void dummy_enc_jpeg2000(void) {} #else /* USE_JPEG2000 */ #include #include #include "grib2.h" #include "jasper/jasper.h" #define JAS_1_700_2 int enc_jpeg2000(unsigned char *cin,g2int width,g2int height,g2int nbits, g2int ltype, g2int ratio, g2int retry, char *outjpc, g2int jpclen) /*$$$ SUBPROGRAM DOCUMENTATION BLOCK * . . . . * SUBPROGRAM: enc_jpeg2000 Encodes JPEG2000 code stream * PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-12-02 * * ABSTRACT: This Function encodes a grayscale image into a JPEG2000 code stream * specified in the JPEG2000 Part-1 standard (i.e., ISO/IEC 15444-1) * using JasPer Software version 1.500.4 (or 1.700.2 ) written by the * University of British Columbia, Image Power Inc, and others. * JasPer is available at http://www.ece.uvic.ca/~mdadams/jasper/. * * PROGRAM HISTORY LOG: * 2002-12-02 Gilbert * 2004-12-16 Gilbert - Added retry argument/option to allow option of * increasing the maximum number of guard bits to the * JPEG2000 algorithm. * * USAGE: int enc_jpeg2000(unsigned char *cin,g2int width,g2int height, * g2int nbits, g2int ltype, g2int ratio, * g2int retry, char *outjpc, g2int jpclen) * * INPUT ARGUMENTS: * cin - Packed matrix of Grayscale image values to encode. * width - width of image * height - height of image * nbits - depth (in bits) of image. i.e number of bits * used to hold each data value * ltype - indicator of lossless or lossy compression * = 1, for lossy compression * != 1, for lossless compression * ratio - target compression ratio. (ratio:1) * Used only when ltype == 1. * retry - Pointer to option type. * 1 = try increasing number of guard bits * otherwise, no additional options * jpclen - Number of bytes allocated for new JPEG2000 code stream in * outjpc. * * INPUT ARGUMENTS: * outjpc - Output encoded JPEG2000 code stream * * RETURN VALUES : * > 0 = Length in bytes of encoded JPEG2000 code stream * -3 = Error decode jpeg2000 code stream. * -5 = decoded image had multiple color components. * Only grayscale is expected. * * REMARKS: * * Requires JasPer Software version 1.500.4 or 1.700.2 * * ATTRIBUTES: * LANGUAGE: C * MACHINE: IBM SP * *$$$*/ { int ier,rwcnt; jas_image_t image; jas_stream_t *jpcstream,*istream; jas_image_cmpt_t cmpt,*pcmpt; #define MAXOPTSSIZE 1024 char opts[MAXOPTSSIZE]; /* printf(" enc_jpeg2000:width %ld\n",width); printf(" enc_jpeg2000:height %ld\n",height); printf(" enc_jpeg2000:nbits %ld\n",nbits); printf(" enc_jpeg2000:jpclen %ld\n",jpclen); */ // jas_init(); // // Set lossy compression options, if requested. // if ( ltype != 1 ) { opts[0]=(char)0; } else { snprintf(opts,MAXOPTSSIZE,"mode=real\nrate=%f",1.0/(float)ratio); } if ( retry == 1 ) { // option to increase number of guard bits strcat(opts,"\nnumgbits=4"); } //printf("SAGopts: %s\n",opts); // // Initialize the JasPer image structure describing the grayscale // image to encode into the JPEG2000 code stream. // image.tlx_=0; image.tly_=0; #ifdef JAS_1_500_4 image.brx_=(uint_fast32_t)width; image.bry_=(uint_fast32_t)height; #endif #ifdef JAS_1_700_2 image.brx_=(jas_image_coord_t)width; image.bry_=(jas_image_coord_t)height; #endif image.numcmpts_=1; image.maxcmpts_=1; #ifdef JAS_1_500_4 image.colormodel_=JAS_IMAGE_CM_GRAY; /* grayscale Image */ #endif #ifdef JAS_1_700_2 image.clrspc_=JAS_CLRSPC_SGRAY; /* grayscale Image */ image.cmprof_=0; #endif image.inmem_=1; cmpt.tlx_=0; cmpt.tly_=0; cmpt.hstep_=1; cmpt.vstep_=1; #ifdef JAS_1_500_4 cmpt.width_=(uint_fast32_t)width; cmpt.height_=(uint_fast32_t)height; #endif #ifdef JAS_1_700_2 cmpt.width_=(jas_image_coord_t)width; cmpt.height_=(jas_image_coord_t)height; cmpt.type_=JAS_IMAGE_CT_COLOR(JAS_CLRSPC_CHANIND_GRAY_Y); #endif cmpt.prec_=nbits; cmpt.sgnd_=0; cmpt.cps_=(nbits+7)/8; pcmpt=&cmpt; image.cmpts_=&pcmpt; // // Open a JasPer stream containing the input grayscale values // istream=jas_stream_memopen((char *)cin,height*width*cmpt.cps_); cmpt.stream_=istream; // // Open an output stream that will contain the encoded jpeg2000 // code stream. // jpcstream=jas_stream_memopen(outjpc,(int)jpclen); // // Encode image. // ier=jpc_encode(&image,jpcstream,opts); if ( ier != 0 ) { printf(" jpc_encode return = %d \n",ier); return -3; } // // Clean up JasPer work structures. // rwcnt=jpcstream->rwcnt_; ier=jas_stream_close(istream); ier=jas_stream_close(jpcstream); // // Return size of jpeg2000 code stream // return (rwcnt); } #endif /* USE_JPEG2000 */ pygrib-1.9.8/g2clib_src/enc_png.c000066400000000000000000000067371224541055300166310ustar00rootroot00000000000000#ifndef USE_PNG void dummy_enc_png(void) {} #else /* USE_PNG */ #include #include #include #include #include "grib2.h" struct png_stream { unsigned char *stream_ptr; /* location to write PNG stream */ g2int stream_len; /* number of bytes written */ }; typedef struct png_stream png_stream; void user_write_data(png_structp ,png_bytep , png_uint_32 ); void user_flush_data(png_structp ); void user_write_data(png_structp png_ptr,png_bytep data, png_uint_32 length) /* Custom write function used to that libpng will write to memory location instead of a file on disk */ { unsigned char *ptr; g2int offset; png_stream *mem; mem=(png_stream *)png_get_io_ptr(png_ptr); ptr=mem->stream_ptr; offset=mem->stream_len; /* printf("SAGwr %ld %ld %x\n",offset,length,ptr); */ /*for (j=offset,k=0;kstream_len += length; } void user_flush_data(png_structp png_ptr) /* Dummy Custom flush function */ { int *do_nothing; do_nothing=NULL; } int enc_png(char *data,g2int width,g2int height,g2int nbits,char *pngbuf) { int color_type; g2int j,bytes,pnglen,bit_depth; png_structp png_ptr; png_infop info_ptr; // png_bytep *row_pointers[height]; png_bytep **row_pointers; png_stream write_io_ptr; /* create and initialize png_structs */ png_ptr = png_create_write_struct(PNG_LIBPNG_VER_STRING, (png_voidp)NULL, NULL, NULL); if (!png_ptr) return (-1); info_ptr = png_create_info_struct(png_ptr); if (!info_ptr) { png_destroy_write_struct(&png_ptr,(png_infopp)NULL); return (-2); } /* Set Error callback */ if (setjmp(png_jmpbuf(png_ptr))) { png_destroy_write_struct(&png_ptr, &info_ptr); return (-3); } /* Initialize info for writing PNG stream to memory */ write_io_ptr.stream_ptr=(png_voidp)pngbuf; write_io_ptr.stream_len=0; /* Set new custom write functions */ png_set_write_fn(png_ptr,(png_voidp)&write_io_ptr,(png_rw_ptr)user_write_data, (png_flush_ptr)user_flush_data); /* png_init_io(png_ptr, fptr); */ /* png_set_compression_level(png_ptr, Z_BEST_COMPRESSION); */ /* Set the image size, colortype, filter type, etc... */ /* printf("SAGTsettingIHDR %d %d %d\n",width,height,bit_depth); */ bit_depth=nbits; color_type=PNG_COLOR_TYPE_GRAY; if (nbits == 24 ) { bit_depth=8; color_type=PNG_COLOR_TYPE_RGB; } else if (nbits == 32 ) { bit_depth=8; color_type=PNG_COLOR_TYPE_RGB_ALPHA; } png_set_IHDR(png_ptr, info_ptr, width, height, bit_depth, color_type, PNG_INTERLACE_NONE, PNG_COMPRESSION_TYPE_DEFAULT, PNG_FILTER_TYPE_DEFAULT); /* Put image data into the PNG info structure */ /*bytes=bit_depth/8;*/ bytes=nbits/8; row_pointers=malloc(height*sizeof(png_bytep)); for (j=0;j #include #include "grib2.h" g2int getdim(unsigned char *,g2int *,g2int *,g2int *); g2int getpoly(unsigned char *,g2int *,g2int *,g2int *); void simpack(g2float *, g2int, g2int *, unsigned char *, g2int *); void cmplxpack(g2float *, g2int, g2int, g2int *, unsigned char *, g2int *); void specpack(g2float *,g2int,g2int,g2int,g2int,g2int *,unsigned char *, g2int *); #ifdef USE_PNG void pngpack(g2float *,g2int,g2int,g2int *,unsigned char *,g2int *); #endif /* USE_PNG */ #ifdef USE_JPEG2000 void jpcpack(g2float *,g2int,g2int,g2int *,unsigned char *,g2int *); #endif /* USE_JPEG2000 */ g2int g2_addfield(unsigned char *cgrib,g2int ipdsnum,g2int *ipdstmpl, g2float *coordlist,g2int numcoord,g2int idrsnum,g2int *idrstmpl, g2float *fld,g2int ngrdpts,g2int ibmap,g2int *bmap) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_addfield // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-11-05 // // ABSTRACT: This routine packs up Sections 4 through 7 for a given field // and adds them to a GRIB2 message. They are Product Definition Section, // Data Representation Section, Bit-Map Section and Data Section, // respectively. // This routine is used with routines "g2_create", "g2_addlocal", // "g2_addgrid", and "g2_gribend" to create a complete GRIB2 message. // g2_create must be called first to initialize a new GRIB2 message. // Also, routine g2_addgrid must be called after g2_create and // before this routine to add the appropriate grid description to // the GRIB2 message. Also, a call to g2_gribend is required to complete // GRIB2 message after all fields have been added. // // PROGRAM HISTORY LOG: // 2002-11-05 Gilbert // 2002-12-23 Gilbert - Added complex spherical harmonic packing // 2003-08-27 Gilbert - Added support for new templates using // PNG and JPEG2000 algorithms/templates. // 2004-11-29 Gilbert - JPEG2000 now allowed to use WMO Template no. 5.40 // PNG now allowed to use WMO Template no. 5.41 // - Added check to determine if packing algorithm failed. // 2005-05-10 Gilbert - Imposed minimum size on cpack, used to hold encoded // bit string. // 2009-01-14 Vuong Changed structure name template to gtemplate // // USAGE: int g2_addfield(unsigned char *cgrib,g2int ipdsnum,g2int *ipdstmpl, // g2float *coordlist,g2int numcoord,g2int idrsnum,g2int *idrstmpl, // g2float *fld,g2int ngrdpts,g2int ibmap,g2int *bmap) // INPUT ARGUMENT LIST: // cgrib - Char array that contains the GRIB2 message to which sections // 4 through 7 should be added. // ipdsnum - Product Definition Template Number ( see Code Table 4.0) // ipdstmpl - Contains the data values for the specified Product Definition // Template ( N=ipdsnum ). Each element of this integer // array contains an entry (in the order specified) of Product // Defintion Template 4.N // coordlist- Array containg floating point values intended to document // the vertical discretisation associated to model data // on hybrid coordinate vertical levels. // numcoord - number of values in array coordlist. // idrsnum - Data Representation Template Number ( see Code Table 5.0 ) // idrstmpl - Contains the data values for the specified Data Representation // Template ( N=idrsnum ). Each element of this integer // array contains an entry (in the order specified) of Data // Representation Template 5.N // Note that some values in this template (eg. reference // values, number of bits, etc...) may be changed by the // data packing algorithms. // Use this to specify scaling factors and order of // spatial differencing, if desired. // fld[] - Array of data points to pack. // ngrdpts - Number of data points in grid. // i.e. size of fld and bmap. // ibmap - Bitmap indicator ( see Code Table 6.0 ) // 0 = bitmap applies and is included in Section 6. // 1-253 = Predefined bitmap applies // 254 = Previously defined bitmap applies to this field // 255 = Bit map does not apply to this product. // bmap[] - Integer array containing bitmap to be added. ( if ibmap=0 ) // // OUTPUT ARGUMENT LIST: // cgrib - Character array to contain the updated GRIB2 message. // Must be allocated large enough to store the entire // GRIB2 message. // // RETURN VALUES: // ierr - Return code. // > 0 = Current size of updated GRIB2 message // -1 = GRIB message was not initialized. Need to call // routine g2_create first. // -2 = GRIB message already complete. Cannot add new section. // -3 = Sum of Section byte counts doesn't add to total byte count // -4 = Previous Section was not 3 or 7. // -5 = Could not find requested Product Definition Template. // -6 = Section 3 (GDS) not previously defined in message // -7 = Tried to use unsupported Data Representationi Template // -8 = Specified use of a previously defined bitmap, but one // does not exist in the GRIB message. // -9 = GDT of one of 5.50 through 5.53 required to pack field // using DRT 5.51. // -10 = Error packing data field. // // REMARKS: Note that the Sections 4 through 7 can only follow // Section 3 or Section 7 in a GRIB2 message. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ { g2int ierr; static unsigned char G=0x47; // 'G' static unsigned char R=0x52; // 'R' static unsigned char I=0x49; // 'I' static unsigned char B=0x42; // 'B' static unsigned char s7=0x37; // '7' unsigned char *cpack; static g2int zero=0,one=1,four=4,five=5,six=6,seven=7; const g2int minsize=50000; g2int iofst,ibeg,lencurr,len,nsize; g2int ilen,isecnum,i,nbits,temp,left; g2int ibmprev,j,lcpack,ioctet,newlen,ndpts; g2int lensec4,lensec5,lensec6,lensec7; g2int issec3,isprevbmap,lpos3=0,JJ,KK,MM; g2int *coordieee; g2int width,height,iscan,itemp; g2float *pfld; gtemplate *mappds,*mapdrs; unsigned int allones=4294967295u; ierr=0; // // Check to see if beginning of GRIB message exists // if ( cgrib[0]!=G || cgrib[1]!=R || cgrib[2]!=I || cgrib[3]!=B ) { printf("g2_addfield: GRIB not found in given message.\n"); printf("g2_addfield: Call to routine g2_create required to initialize GRIB messge.\n"); ierr=-1; return(ierr); } // // Get current length of GRIB message // gbit(cgrib,&lencurr,96,32); // // Check to see if GRIB message is already complete // if ( cgrib[lencurr-4]==s7 && cgrib[lencurr-3]==s7 && cgrib[lencurr-2]==s7 && cgrib[lencurr-1]==s7 ) { printf("g2_addfield: GRIB message already complete. Cannot add new section.\n"); ierr=-2; return(ierr); } // // Loop through all current sections of the GRIB message to // find the last section number. // issec3=0; isprevbmap=0; len=16; // length of Section 0 for (;;) { // Get number and length of next section iofst=len*8; gbit(cgrib,&ilen,iofst,32); iofst=iofst+32; gbit(cgrib,&isecnum,iofst,8); iofst=iofst+8; // Check if previous Section 3 exists if (isecnum == 3) { issec3=1; lpos3=len; } // Check if a previous defined bitmap exists if (isecnum == 6) { gbit(cgrib,&ibmprev,iofst,8); iofst=iofst+8; if ((ibmprev >= 0) && (ibmprev <= 253)) isprevbmap=1; } len=len+ilen; // Exit loop if last section reached if ( len == lencurr ) break; // If byte count for each section doesn't match current // total length, then there is a problem. if ( len > lencurr ) { printf("g2_addfield: Section byte counts don''t add to total.\n"); printf("g2_addfield: Sum of section byte counts = %ld\n",len); printf("g2_addfield: Total byte count in Section 0 = %ld\n",lencurr); ierr=-3; return(ierr); } } // // Sections 4 through 7 can only be added after section 3 or 7. // if ( (isecnum != 3) && (isecnum != 7) ) { printf("g2_addfield: Sections 4-7 can only be added after Section 3 or 7.\n"); printf("g2_addfield: Section ',isecnum,' was the last found in given GRIB message.\n"); ierr=-4; return(ierr); // // Sections 4 through 7 can only be added if section 3 was previously defined. // } else if ( ! issec3) { printf("g2_addfield: Sections 4-7 can only be added if Section 3 was previously included.\n"); printf("g2_addfield: Section 3 was not found in given GRIB message.\n"); printf("g2_addfield: Call to routine addgrid required to specify Grid definition.\n"); ierr=-6; return(ierr); } // // Add Section 4 - Product Definition Section // ibeg=lencurr*8; // Calculate offset for beginning of section 4 iofst=ibeg+32; // leave space for length of section sbit(cgrib,&four,iofst,8); // Store section number ( 4 ) iofst=iofst+8; sbit(cgrib,&numcoord,iofst,16); // Store num of coordinate values iofst=iofst+16; sbit(cgrib,&ipdsnum,iofst,16); // Store Prod Def Template num. iofst=iofst+16; // // Get Product Definition Template // mappds=getpdstemplate(ipdsnum); if (mappds == 0) { // undefined template ierr=-5; return(ierr); } // // Extend the Product Definition Template, if necessary. // The number of values in a specific template may vary // depending on data specified in the "static" part of the // template. // if ( mappds->needext ) { free(mappds); mappds=extpdstemplate(ipdsnum,ipdstmpl); } // // Pack up each input value in array ipdstmpl into the // the appropriate number of octets, which are specified in // corresponding entries in array mappds. // for (i=0;imaplen;i++) { nbits=abs(mappds->map[i])*8; if ( (mappds->map[i] >= 0) || (ipdstmpl[i] >= 0) ) sbit(cgrib,ipdstmpl+i,iofst,nbits); else { sbit(cgrib,&one,iofst,1); temp=abs(ipdstmpl[i]); sbit(cgrib,&temp,iofst+1,nbits-1); } iofst=iofst+nbits; } // Pack template extension, if appropriate j=mappds->maplen; if ( mappds->needext && (mappds->extlen > 0) ) { for (i=0;iextlen;i++) { nbits=abs(mappds->ext[i])*8; if ( (mappds->ext[i] >= 0) || (ipdstmpl[j] >= 0) ) sbit(cgrib,ipdstmpl+j,iofst,nbits); else { sbit(cgrib,&one,iofst,1); temp=abs(ipdstmpl[j]); sbit(cgrib,&temp,iofst+1,nbits-1); } iofst=iofst+nbits; j++; } } free(mappds); // // Add Optional list of vertical coordinate values // after the Product Definition Template, if necessary. // if ( numcoord != 0 ) { coordieee=(g2int *)calloc(numcoord,sizeof(g2int)); mkieee(coordlist,coordieee,numcoord); sbits(cgrib,coordieee,iofst,32,0,numcoord); iofst=iofst+(32*numcoord); free(coordieee); } // // Calculate length of section 4 and store it in octets // 1-4 of section 4. // lensec4=(iofst-ibeg)/8; sbit(cgrib,&lensec4,ibeg,32); // // Pack Data using appropriate algorithm // // // Get Data Representation Template // mapdrs=getdrstemplate(idrsnum); if (mapdrs == 0) { ierr=-5; return(ierr); } // // contract data field, removing data at invalid grid points, // if bit-map is provided with field. // if ( ibmap == 0 || ibmap==254 ) { pfld=(g2float *)malloc(ngrdpts*sizeof(g2float)); ndpts=0; for (j=0;jmaplen;i++) { nbits=abs(mapdrs->map[i])*8; if ( (mapdrs->map[i] >= 0) || (idrstmpl[i] >= 0) ) sbit(cgrib,idrstmpl+i,iofst,nbits); else { sbit(cgrib,&one,iofst,1); temp=abs(idrstmpl[i]); sbit(cgrib,&temp,iofst+1,nbits-1); } iofst=iofst+nbits; } free(mapdrs); // // Calculate length of section 5 and store it in octets // 1-4 of section 5. // lensec5=(iofst-ibeg)/8; sbit(cgrib,&lensec5,ibeg,32); // // Add Section 6 - Bit-Map Section // ibeg=iofst; // Calculate offset for beginning of section 6 iofst=ibeg+32; // leave space for length of section sbit(cgrib,&six,iofst,8); // Store section number ( 6 ) iofst=iofst+8; sbit(cgrib,&ibmap,iofst,8); // Store Bit Map indicator iofst=iofst+8; // // Store bitmap, if supplied // if (ibmap == 0) { sbits(cgrib,bmap,iofst,1,0,ngrdpts); // Store BitMap iofst=iofst+ngrdpts; } // // If specifying a previously defined bit-map, make sure // one already exists in the current GRIB message. // if ((ibmap==254) && ( ! isprevbmap)) { printf("g2_addfield: Requested previously defined bitmap,"); printf(" but one does not exist in the current GRIB message.\n"); ierr=-8; return(ierr); } // // Calculate length of section 6 and store it in octets // 1-4 of section 6. Pad to end of octect, if necessary. // left=8-(iofst%8); if (left != 8) { sbit(cgrib,&zero,iofst,left); // Pad with zeros to fill Octet iofst=iofst+left; } lensec6=(iofst-ibeg)/8; sbit(cgrib,&lensec6,ibeg,32); // // Add Section 7 - Data Section // ibeg=iofst; // Calculate offset for beginning of section 7 iofst=ibeg+32; // leave space for length of section sbit(cgrib,&seven,iofst,8); // Store section number ( 7 ) iofst=iofst+8; // Store Packed Binary Data values, if non-constant field if (lcpack != 0) { ioctet=iofst/8; //cgrib(ioctet+1:ioctet+lcpack)=cpack(1:lcpack) for (j=0;j #include #include "grib2.h" g2int g2_addgrid(unsigned char *cgrib,g2int *igds,g2int *igdstmpl,g2int *ideflist,g2int idefnum) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_addgrid // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-11-01 // // ABSTRACT: This routine packs up a Grid Definition Section (Section 3) // and adds it to a GRIB2 message. It is used with routines "g2_create", // "g2_addlocal", "g2_addfield", // and "g2_gribend" to create a complete GRIB2 message. // g2_create must be called first to initialize a new GRIB2 message. // // PROGRAM HISTORY LOG: // 2002-11-01 Gilbert // 2009-01-14 Vuong Changed structure name template to gtemplate // // USAGE: int g2_addgrid(unsigned char *cgrib,g2int *igds,g2int *igdstmpl, // g2int *ideflist,g2int idefnum) // INPUT ARGUMENTS: // cgrib - Char array that contains the GRIB2 message to which // section should be added. // igds - Contains information needed for GRIB Grid Definition Section 3 // Must be dimensioned >= 5. // igds[0]=Source of grid definition (see Code Table 3.0) // igds[1]=Number of grid points in the defined grid. // igds[2]=Number of octets needed for each // additional grid points definition. // Used to define number of // points in each row ( or column ) for // non-regular grids. // = 0, if using regular grid. // igds[3]=Interpretation of list for optional points // definition. (Code Table 3.11) // igds[4]=Grid Definition Template Number (Code Table 3.1) // igdstmpl - Contains the data values for the specified Grid Definition // Template ( NN=igds[4] ). Each element of this integer // array contains an entry (in the order specified) of Grid // Defintion Template 3.NN // ideflist - (Used if igds[2] != 0) This array contains the // number of grid points contained in each row ( or column ) // idefnum - (Used if igds[2] != 0) The number of entries // in array ideflist. i.e. number of rows ( or columns ) // for which optional grid points are defined. // // OUTPUT ARGUMENTS: // cgrib - Char array to contain the updated GRIB2 message. // Must be allocated large enough to store the entire // GRIB2 message. // // RETURN VALUES: // ierr - Return code. // > 0 = Current size of updated GRIB2 message // -1 = GRIB message was not initialized. Need to call // routine gribcreate first. // -2 = GRIB message already complete. Cannot add new section. // -3 = Sum of Section byte counts doesn't add to total byte count // -4 = Previous Section was not 1, 2 or 7. // -5 = Could not find requested Grid Definition Template. // // REMARKS: Note that the Grid Def Section ( Section 3 ) can only follow // Section 1, 2 or Section 7 in a GRIB2 message. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ { g2int ierr; static unsigned char G=0x47; // 'G' static unsigned char R=0x52; // 'R' static unsigned char I=0x49; // 'I' static unsigned char B=0x42; // 'B' static unsigned char seven=0x37; // '7' static g2int one=1,three=3,miss=65535; g2int lensec3,iofst,ibeg,lencurr,len; g2int i,j,temp,ilen,isecnum,nbits; gtemplate *mapgrid=0; ierr=0; // // Check to see if beginning of GRIB message exists // if ( cgrib[0]!=G || cgrib[1]!=R || cgrib[2]!=I || cgrib[3]!=B ) { printf("g2_addgrid: GRIB not found in given message.\n"); printf("g2_addgrid: Call to routine gribcreate required to initialize GRIB messge.\n"); ierr=-1; return(ierr); } // // Get current length of GRIB message // gbit(cgrib,&lencurr,96,32); // // Check to see if GRIB message is already complete // if ( cgrib[lencurr-4]==seven && cgrib[lencurr-3]==seven && cgrib[lencurr-2]==seven && cgrib[lencurr-1]==seven ) { printf("g2_addgrid: GRIB message already complete. Cannot add new section.\n"); ierr=-2; return(ierr); } // // Loop through all current sections of the GRIB message to // find the last section number. // len=16; // length of Section 0 for (;;) { // Get section number and length of next section iofst=len*8; gbit(cgrib,&ilen,iofst,32); iofst=iofst+32; gbit(cgrib,&isecnum,iofst,8); len=len+ilen; // Exit loop if last section reached if ( len == lencurr ) break; // If byte count for each section doesn't match current // total length, then there is a problem. if ( len > lencurr ) { printf("g2_addgrid: Section byte counts don''t add to total.\n"); printf("g2_addgrid: Sum of section byte counts = %ld\n",len); printf("g2_addgrid: Total byte count in Section 0 = %ld\n",lencurr); ierr=-3; return(ierr); } } // // Section 3 can only be added after sections 1, 2 and 7. // if ( (isecnum!=1) && (isecnum!=2) && (isecnum!=7) ) { printf("g2_addgrid: Section 3 can only be added after Section 1, 2 or 7.\n"); printf("g2_addgrid: Section ',isecnum,' was the last found in given GRIB message.\n"); ierr=-4; return(ierr); } // // Add Section 3 - Grid Definition Section // ibeg=lencurr*8; // Calculate offset for beginning of section 3 iofst=ibeg+32; // leave space for length of section sbit(cgrib,&three,iofst,8); // Store section number ( 3 ) iofst=iofst+8; sbit(cgrib,igds+0,iofst,8); // Store source of Grid def. iofst=iofst+8; sbit(cgrib,igds+1,iofst,32); // Store number of data pts. iofst=iofst+32; sbit(cgrib,igds+2,iofst,8); // Store number of extra octets. iofst=iofst+8; sbit(cgrib,igds+3,iofst,8); // Store interp. of extra octets. iofst=iofst+8; // if Octet 6 is not equal to zero, Grid Definition Template may // not be supplied. if ( igds[0] == 0 ) sbit(cgrib,igds+4,iofst,16); // Store Grid Def Template num. else sbit(cgrib,&miss,iofst,16); // Store missing value as Grid Def Template num. iofst=iofst+16; // // Get Grid Definition Template // if (igds[0] == 0) { mapgrid=getgridtemplate(igds[4]); if (mapgrid == 0) { // undefined template ierr=-5; return(ierr); } // // Extend the Grid Definition Template, if necessary. // The number of values in a specific template may vary // depending on data specified in the "static" part of the // template. // if ( mapgrid->needext ) { free(mapgrid); mapgrid=extgridtemplate(igds[4],igdstmpl); } } // // Pack up each input value in array igdstmpl into the // the appropriate number of octets, which are specified in // corresponding entries in array mapgrid. // for (i=0;imaplen;i++) { nbits=abs(mapgrid->map[i])*8; if ( (mapgrid->map[i] >= 0) || (igdstmpl[i] >= 0) ) sbit(cgrib,igdstmpl+i,iofst,nbits); else { sbit(cgrib,&one,iofst,1); temp=abs(igdstmpl[i]); sbit(cgrib,&temp,iofst+1,nbits-1); } iofst=iofst+nbits; } // Pack template extension, if appropriate j=mapgrid->maplen; if ( mapgrid->needext && (mapgrid->extlen > 0) ) { for (i=0;iextlen;i++) { nbits=abs(mapgrid->ext[i])*8; if ( (mapgrid->ext[i] >= 0) || (igdstmpl[j] >= 0) ) sbit(cgrib,igdstmpl+j,iofst,nbits); else { sbit(cgrib,&one,iofst,1); temp=abs(igdstmpl[j]); sbit(cgrib,&temp,iofst+1,nbits-1); } iofst=iofst+nbits; j++; } } free(mapgrid); // // If requested, // Insert optional list of numbers defining number of points // in each row or column. This is used for non regular // grids. // if ( igds[2] != 0 ) { nbits=igds[2]*8; sbits(cgrib,ideflist,iofst,nbits,0,idefnum); iofst=iofst+(nbits*idefnum); } // // Calculate length of section 3 and store it in octets // 1-4 of section 3. // lensec3=(iofst-ibeg)/8; sbit(cgrib,&lensec3,ibeg,32); // // Update current byte total of message in Section 0 // lencurr+=lensec3; sbit(cgrib,&lencurr,96,32); return(lencurr); } pygrib-1.9.8/g2clib_src/g2_addlocal.c000077500000000000000000000117251224541055300173470ustar00rootroot00000000000000#include #include "grib2.h" g2int g2_addlocal(unsigned char *cgrib,unsigned char *csec2,g2int lcsec2) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_addlocal // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-11-01 // // ABSTRACT: This routine adds a Local Use Section (Section 2) to // a GRIB2 message. It is used with routines "g2_create", // "g2_addgrid", "g2_addfield", // and "g2_gribend" to create a complete GRIB2 message. // g2_create must be called first to initialize a new GRIB2 message. // // PROGRAM HISTORY LOG: // 2002-11-01 Gilbert // // USAGE: int g2_addlocal(unsigned char *cgrib,unsigned char *csec2, // g2int lcsec2) // INPUT ARGUMENTS: // cgrib - Char array that contains the GRIB2 message to which section // 2 should be added. // csec2 - Character array containing information to be added in // Section 2. // lcsec2 - Number of bytes of character array csec2 to be added to // Section 2. // // OUTPUT ARGUMENT: // cgrib - Char array to contain the updated GRIB2 message. // Must be allocated large enough to store the entire // GRIB2 message. // // RETURN VALUES: // ierr - Return code. // > 0 = Current size of updated GRIB2 message // -1 = GRIB message was not initialized. Need to call // routine gribcreate first. // -2 = GRIB message already complete. Cannot add new section. // -3 = Sum of Section byte counts doesn't add to total byte count // -4 = Previous Section was not 1 or 7. // // REMARKS: Note that the Local Use Section ( Section 2 ) can only follow // Section 1 or Section 7 in a GRIB2 message. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ { g2int ierr; static unsigned char G=0x47; // 'G' static unsigned char R=0x52; // 'R' static unsigned char I=0x49; // 'I' static unsigned char B=0x42; // 'B' static unsigned char seven=0x37; // '7' static g2int two=2; g2int j,k,lensec2,iofst,ibeg,lencurr,ilen,len,istart; g2int isecnum; ierr=0; // // Check to see if beginning of GRIB message exists // if ( cgrib[0]!=G || cgrib[1]!=R || cgrib[2]!=I || cgrib[3]!=B ) { printf("g2_addlocal: GRIB not found in given message.\n"); printf("g2_addlocal: Call to routine g2_create required to initialize GRIB messge.\n"); ierr=-1; return(ierr); } // // Get current length of GRIB message // gbit(cgrib,&lencurr,96,32); // // Check to see if GRIB message is already complete // if ( cgrib[lencurr-4]==seven && cgrib[lencurr-3]==seven && cgrib[lencurr-2]==seven && cgrib[lencurr-1]==seven ) { printf("g2_addlocal: GRIB message already complete. Cannot add new section.\n"); ierr=-2; return(ierr); } // // Loop through all current sections of the GRIB message to // find the last section number. // len=16; // length of Section 0 for (;;) { // Get section number and length of next section iofst=len*8; gbit(cgrib,&ilen,iofst,32); iofst=iofst+32; gbit(cgrib,&isecnum,iofst,8); len=len+ilen; // Exit loop if last section reached if ( len == lencurr ) break; // If byte count for each section doesn't match current // total length, then there is a problem. if ( len > lencurr ) { printf("g2_addlocal: Section byte counts don't add to total.\n"); printf("g2_addlocal: Sum of section byte counts = %ld\n",len); printf("g2_addlocal: Total byte count in Section 0 = %ld\n",lencurr); ierr=-3; return(ierr); } } // // Section 2 can only be added after sections 1 and 7. // if ( (isecnum!=1) && (isecnum!=7) ) { printf("g2_addlocal: Section 2 can only be added after Section 1 or Section 7.\n"); printf("g2_addlocal: Section %ld was the last found in given GRIB message.\n",isecnum); ierr=-4; return(ierr); } // // Add Section 2 - Local Use Section // ibeg=lencurr*8; // Calculate offset for beginning of section 2 iofst=ibeg+32; // leave space for length of section sbit(cgrib,&two,iofst,8); // Store section number ( 2 ) istart=lencurr+5; //cgrib(istart+1:istart+lcsec2)=csec2(1:lcsec2) k=0; for (j=istart;j #include "grib2.h" #define MAPSEC1LEN 13 g2int g2_create(unsigned char *cgrib,g2int *listsec0,g2int *listsec1) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_create // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-31 // // ABSTRACT: This routine initializes a new GRIB2 message and packs // GRIB2 sections 0 (Indicator Section) and 1 (Identification Section). // This routine is used with routines "g2_addlocal", "g2_addgrid", // "g2_addfield", and "g2_gribend" to create a complete GRIB2 message. // g2_create must be called first to initialize a new GRIB2 message. // Also, a call to g2_gribend is required to complete GRIB2 message // after all fields have been added. // // PROGRAM HISTORY LOG: // 2002-10-31 Gilbert // // USAGE: int g2_create(unsigned char *cgrib,g2int *listsec0,g2int *listsec1) // INPUT ARGUMENTS: // cgrib - Character array to contain the GRIB2 message // listsec0 - Contains information needed for GRIB Indicator Section 0. // Must be dimensioned >= 2. // listsec0[0]=Discipline-GRIB Master Table Number // (see Code Table 0.0) // listsec0[1]=GRIB Edition Number (currently 2) // listsec1 - Contains information needed for GRIB Identification Section 1. // Must be dimensioned >= 13. // listsec1[0]=Id of orginating centre (Common Code Table C-1) // listsec1[1]=Id of orginating sub-centre (local table) // listsec1[2]=GRIB Master Tables Version Number (Code Table 1.0) // listsec1[3]=GRIB Local Tables Version Number (Code Table 1.1) // listsec1[4]=Significance of Reference Time (Code Table 1.2) // listsec1[5]=Reference Time - Year (4 digits) // listsec1[6]=Reference Time - Month // listsec1[7]=Reference Time - Day // listsec1[8]=Reference Time - Hour // listsec1[9]=Reference Time - Minute // listsec1[10]=Reference Time - Second // listsec1[11]=Production status of data (Code Table 1.3) // listsec1[12]=Type of processed data (Code Table 1.4) // // OUTPUT ARGUMENTS: // cgrib - Char array to contain the new GRIB2 message. // Must be allocated large enough to store the entire // GRIB2 message. // // RETURN VALUES: // ierr - return code. // > 0 = Current size of new GRIB2 message // -1 = Tried to use for version other than GRIB Edition 2 // // REMARKS: This routine is intended for use with routines "g2_addlocal", // "g2_addgrid", "g2_addfield", and "g2_gribend" to create a complete // GRIB2 message. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ { g2int ierr; g2int zero=0,one=1; g2int mapsec1len=MAPSEC1LEN; g2int mapsec1[MAPSEC1LEN]={ 2,2,1,1,1,2,1,1,1,1,1,1,1 }; g2int i,lensec0,lensec1,iofst,ibeg,nbits,len; ierr=0; // // Currently handles only GRIB Edition 2. // if (listsec0[1] != 2) { printf("g2_create: can only code GRIB edition 2."); ierr=-1; return (ierr); } // // Pack Section 0 - Indicator Section // ( except for total length of GRIB message ) // cgrib[0]=0x47; // 'G' // Beginning of GRIB message cgrib[1]=0x52; // 'R' cgrib[2]=0x49; // 'I' cgrib[3]=0x42; // 'B' sbit(cgrib,&zero,32,16); // reserved for future use sbit(cgrib,listsec0+0,48,8); // Discipline sbit(cgrib,listsec0+1,56,8); // GRIB edition number lensec0=16; // bytes (octets) // // Pack Section 1 - Identification Section // ibeg=lensec0*8; // Calculate offset for beginning of section 1 iofst=ibeg+32; // leave space for length of section sbit(cgrib,&one,iofst,8); // Store section number ( 1 ) iofst=iofst+8; // // Pack up each input value in array listsec1 into the // the appropriate number of octets, which are specified in // corresponding entries in array mapsec1. // for (i=0;i #include "grib2.h" void g2_free(gribfield *gfld) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_free // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-28 // // ABSTRACT: This routine frees up memory that was allocated for // struct gribfield. // // PROGRAM HISTORY LOG: // 2002-10-28 Gilbert // // USAGE: g2_free(gribfield *gfld) // ARGUMENT: // gfld - pointer to gribfield structure (defined in include file grib2.h) // returned from routine g2_getfld. // // REMARKS: This routine must be called to free up memory used by // the decode routine, g2_getfld, when user no longer needs to // reference this data. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ { if (gfld->idsect != 0 ) free(gfld->idsect); if (gfld->local != 0 ) free(gfld->local); if (gfld->list_opt != 0 ) free(gfld->list_opt); if (gfld->igdtmpl != 0 ) free(gfld->igdtmpl); if (gfld->ipdtmpl != 0 ) free(gfld->ipdtmpl); if (gfld->coord_list != 0 ) free(gfld->coord_list); if (gfld->idrtmpl != 0 ) free(gfld->idrtmpl); if (gfld->bmap != 0 ) free(gfld->bmap); if (gfld->fld != 0 ) free(gfld->fld); free(gfld); return; } pygrib-1.9.8/g2clib_src/g2_getfld.c000077500000000000000000000564641224541055300170620ustar00rootroot00000000000000#include #include #include "grib2.h" g2int g2_unpack1(unsigned char *,g2int *,g2int **,g2int *); g2int g2_unpack2(unsigned char *,g2int *,g2int *,unsigned char **); g2int g2_unpack3(unsigned char *,g2int *,g2int **,g2int **, g2int *,g2int **,g2int *); g2int g2_unpack4(unsigned char *,g2int *,g2int *,g2int **, g2int *,g2float **,g2int *); g2int g2_unpack5(unsigned char *,g2int *,g2int *,g2int *, g2int **,g2int *); g2int g2_unpack6(unsigned char *,g2int *,g2int ,g2int *, g2int **); g2int g2_unpack7(unsigned char *,g2int *,g2int ,g2int *, g2int ,g2int *,g2int ,g2float **); g2int g2_getfld(unsigned char *cgrib,g2int ifldnum,g2int unpack,g2int expand, gribfield **gfld) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_getfld // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-28 // // ABSTRACT: This subroutine returns all the metadata, template values, // Bit-map ( if applicable ), and the unpacked data for a given data // field. All of the information returned is stored in a gribfield // structure, which is defined in file grib2.h. // Users of this routine will need to include "grib2.h" in their source // code that calls this routine. Each component of the gribfield // struct is also described in the OUTPUT ARGUMENTS section below. // // Since there can be multiple data fields packed into a GRIB2 // message, the calling routine indicates which field is being requested // with the ifldnum argument. // // PROGRAM HISTORY LOG: // 2002-10-28 Gilbert // // USAGE: #include "grib2.h" // int g2_getfld(unsigned char *cgrib,g2int ifldnum,g2int unpack, // g2int expand,gribfield **gfld) // INPUT ARGUMENTS: // cgrib - Character pointer to the GRIB2 message // ifldnum - Specifies which field in the GRIB2 message to return. // unpack - Boolean value indicating whether to unpack bitmap/data field // 1 = unpack bitmap (if present) and data values // 0 = do not unpack bitmap and data values // expand - Boolean value indicating whether the data points should be // expanded to the correspond grid, if a bit-map is present. // 1 = if possible, expand data field to grid, inserting zero // values at gridpoints that are bitmapped out. // (SEE REMARKS2) // 0 = do not expand data field, leaving it an array of // consecutive data points for each "1" in the bitmap. // This argument is ignored if unpack == 0 OR if the // returned field does not contain a bit-map. // // OUTPUT ARGUMENT: // gribfield gfld; - pointer to structure gribfield containing // all decoded data for the data field. // // gfld->version = GRIB edition number ( currently 2 ) // gfld->discipline = Message Discipline ( see Code Table 0.0 ) // gfld->idsect = Contains the entries in the Identification // Section ( Section 1 ) // This element is a pointer to an array // that holds the data. // gfld->idsect[0] = Identification of originating Centre // ( see Common Code Table C-1 ) // 7 - US National Weather Service // gfld->idsect[1] = Identification of originating Sub-centre // gfld->idsect[2] = GRIB Master Tables Version Number // ( see Code Table 1.0 ) // 0 - Experimental // 1 - Initial operational version number // gfld->idsect[3] = GRIB Local Tables Version Number // ( see Code Table 1.1 ) // 0 - Local tables not used // 1-254 - Number of local tables version used // gfld->idsect[4] = Significance of Reference Time (Code Table 1.2) // 0 - Analysis // 1 - Start of forecast // 2 - Verifying time of forecast // 3 - Observation time // gfld->idsect[5] = Year ( 4 digits ) // gfld->idsect[6] = Month // gfld->idsect[7) = Day // gfld->idsect[8] = Hour // gfld->idsect[9] = Minute // gfld->idsect[10] = Second // gfld->idsect[11] = Production status of processed data // ( see Code Table 1.3 ) // 0 - Operational products // 1 - Operational test products // 2 - Research products // 3 - Re-analysis products // gfld->idsect[12] = Type of processed data ( see Code Table 1.4 ) // 0 - Analysis products // 1 - Forecast products // 2 - Analysis and forecast products // 3 - Control forecast products // 4 - Perturbed forecast products // 5 - Control and perturbed forecast products // 6 - Processed satellite observations // 7 - Processed radar observations // gfld->idsectlen = Number of elements in gfld->idsect[]. // gfld->local = Pointer to character array containing contents // of Local Section 2, if included // gfld->locallen = length of array gfld->local[] // gfld->ifldnum = field number within GRIB message // gfld->griddef = Source of grid definition (see Code Table 3.0) // 0 - Specified in Code table 3.1 // 1 - Predetermined grid Defined by originating centre // gfld->ngrdpts = Number of grid points in the defined grid. // gfld->numoct_opt = Number of octets needed for each // additional grid points definition. // Used to define number of // points in each row ( or column ) for // non-regular grids. // = 0, if using regular grid. // gfld->interp_opt = Interpretation of list for optional points // definition. (Code Table 3.11) // gfld->igdtnum = Grid Definition Template Number (Code Table 3.1) // gfld->igdtmpl = Contains the data values for the specified Grid // Definition Template ( NN=gfld->igdtnum ). Each // element of this integer array contains an entry (in // the order specified) of Grid Defintion Template 3.NN // This element is a pointer to an array // that holds the data. // gfld->igdtlen = Number of elements in gfld->igdtmpl[]. i.e. number of // entries in Grid Defintion Template 3.NN // ( NN=gfld->igdtnum ). // gfld->list_opt = (Used if gfld->numoct_opt .ne. 0) This array // contains the number of grid points contained in // each row ( or column ). (part of Section 3) // This element is a pointer to an array // that holds the data. This pointer is nullified // if gfld->numoct_opt=0. // gfld->num_opt = (Used if gfld->numoct_opt .ne. 0) // The number of entries // in array ideflist. i.e. number of rows ( or columns ) // for which optional grid points are defined. This value // is set to zero, if gfld->numoct_opt=0. // gfdl->ipdtnum = Product Definition Template Number(see Code Table 4.0) // gfld->ipdtmpl = Contains the data values for the specified Product // Definition Template ( N=gfdl->ipdtnum ). Each element // of this integer array contains an entry (in the // order specified) of Product Defintion Template 4.N. // This element is a pointer to an array // that holds the data. // gfld->ipdtlen = Number of elements in gfld->ipdtmpl[]. i.e. number of // entries in Product Defintion Template 4.N // ( N=gfdl->ipdtnum ). // gfld->coord_list = Real array containing floating point values // intended to document the vertical discretisation // associated to model data on hybrid coordinate // vertical levels. (part of Section 4) // This element is a pointer to an array // that holds the data. // gfld->num_coord = number of values in array gfld->coord_list[]. // gfld->ndpts = Number of data points unpacked and returned. // gfld->idrtnum = Data Representation Template Number // ( see Code Table 5.0) // gfld->idrtmpl = Contains the data values for the specified Data // Representation Template ( N=gfld->idrtnum ). Each // element of this integer array contains an entry // (in the order specified) of Product Defintion // Template 5.N. // This element is a pointer to an array // that holds the data. // gfld->idrtlen = Number of elements in gfld->idrtmpl[]. i.e. number // of entries in Data Representation Template 5.N // ( N=gfld->idrtnum ). // gfld->unpacked = logical value indicating whether the bitmap and // data values were unpacked. If false, // gfld->bmap and gfld->fld pointers are nullified. // gfld->expanded = Logical value indicating whether the data field // was expanded to the grid in the case where a // bit-map is present. If true, the data points in // gfld->fld match the grid points and zeros were // inserted at grid points where data was bit-mapped // out. If false, the data values in gfld->fld were // not expanded to the grid and are just a consecutive // array of data points corresponding to each value of // "1" in gfld->bmap. // gfld->ibmap = Bitmap indicator ( see Code Table 6.0 ) // 0 = bitmap applies and is included in Section 6. // 1-253 = Predefined bitmap applies // 254 = Previously defined bitmap applies to this field // 255 = Bit map does not apply to this product. // gfld->bmap = integer array containing decoded bitmap, // if gfld->ibmap=0 or gfld->ibap=254. Otherwise nullified // This element is a pointer to an array // that holds the data. // gfld->fld = Array of gfld->ndpts unpacked data points. // This element is a pointer to an array // that holds the data. // // // RETURN VALUES: // ierr - Error return code. // 0 = no error // 1 = Beginning characters "GRIB" not found. // 2 = GRIB message is not Edition 2. // 3 = The data field request number was not positive. // 4 = End string "7777" found, but not where expected. // 6 = GRIB message did not contain the requested number of // data fields. // 7 = End string "7777" not found at end of message. // 8 = Unrecognized Section encountered. // 9 = Data Representation Template 5.NN not yet implemented. // 15 = Error unpacking Section 1. // 16 = Error unpacking Section 2. // 10 = Error unpacking Section 3. // 11 = Error unpacking Section 4. // 12 = Error unpacking Section 5. // 13 = Error unpacking Section 6. // 14 = Error unpacking Section 7. // 17 = Previous bitmap specified, yet none exists. // // REMARKS: Note that struct gribfield is allocated by this routine and it // also contains pointers to many arrays of data that were allocated // during decoding. Users are encouraged to free up this memory, // when it is no longer needed, by an explicit call to routine g2_free. // EXAMPLE: // #include "grib2.h" // gribfield *gfld; // ret=g2_getfld(cgrib,1,1,1,&gfld); // ... // g2_free(gfld); // // Routine g2_info can be used to first determine // how many data fields exist in a given GRIB message. // // REMARKS2: It may not always be possible to expand a bit-mapped data field. // If a pre-defined bit-map is used and not included in the GRIB2 // message itself, this routine would not have the necessary // information to expand the data. In this case, gfld->expanded would // would be set to 0 (false), regardless of the value of input // argument expand. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ { g2int have3,have4,have5,have6,have7,ierr,jerr; g2int numfld,j,n,istart,iofst,ipos; g2int disc,ver,lensec0,lengrib,lensec,isecnum; g2int *igds; g2int *bmpsave; g2float *newfld; gribfield *lgfld; have3=0; have4=0; have5=0; have6=0; have7=0; ierr=0; numfld=0; lgfld=(gribfield *)malloc(sizeof(gribfield)); *gfld=lgfld; lgfld->locallen=0; lgfld->idsect=0; lgfld->local=0; lgfld->list_opt=0; lgfld->igdtmpl=0; lgfld->ipdtmpl=0; lgfld->idrtmpl=0; lgfld->coord_list=0; lgfld->bmap=0; lgfld->fld=0; // // Check for valid request number // if (ifldnum <= 0) { printf("g2_getfld: Request for field number must be positive.\n"); ierr=3; return(ierr); } // // Check for beginning of GRIB message in the first 100 bytes // istart=-1; for (j=0;j<100;j++) { if (cgrib[j]=='G' && cgrib[j+1]=='R' &&cgrib[j+2]=='I' && cgrib[j+3]=='B') { istart=j; break; } } if (istart == -1) { printf("g2_getfld: Beginning characters GRIB not found.\n"); ierr=1; return(ierr); } // // Unpack Section 0 - Indicator Section // iofst=8*(istart+6); gbit(cgrib,&disc,iofst,8); // Discipline iofst=iofst+8; gbit(cgrib,&ver,iofst,8); // GRIB edition number iofst=iofst+8; iofst=iofst+32; gbit(cgrib,&lengrib,iofst,32); // Length of GRIB message iofst=iofst+32; lensec0=16; ipos=istart+lensec0; // // Currently handles only GRIB Edition 2. // if (ver != 2) { printf("g2_getfld: can only decode GRIB edition 2.\n"); ierr=2; return(ierr); } // // Loop through the remaining sections keeping track of the // length of each. Also keep the latest Grid Definition Section info. // Unpack the requested field number. // for (;;) { // Check to see if we are at end of GRIB message if (cgrib[ipos]=='7' && cgrib[ipos+1]=='7' && cgrib[ipos+2]=='7' && cgrib[ipos+3]=='7') { ipos=ipos+4; // If end of GRIB message not where expected, issue error if (ipos != (istart+lengrib)) { printf("g2_getfld: '7777' found, but not where expected.\n"); ierr=4; return(ierr); } break; } // Get length of Section and Section number iofst=(ipos-1)*8; iofst=ipos*8; gbit(cgrib,&lensec,iofst,32); // Get Length of Section iofst=iofst+32; gbit(cgrib,&isecnum,iofst,8); // Get Section number iofst=iofst+8; //printf(" lensec= %ld secnum= %ld \n",lensec,isecnum); // // Check to see if section number is valid // if ( isecnum<1 || isecnum>7 ) { printf("g2_getfld: Unrecognized Section Encountered=%ld\n",isecnum); ierr=8; return(ierr); } // // If found Section 1, decode elements in Identification Section // if (isecnum == 1) { iofst=iofst-40; // reset offset to beginning of section jerr=g2_unpack1(cgrib,&iofst,&lgfld->idsect,&lgfld->idsectlen); if (jerr !=0 ) { ierr=15; return(ierr); } } // // If found Section 2, Grab local section // Save in case this is the latest one before the requested field. // if (isecnum == 2) { iofst=iofst-40; // reset offset to beginning of section if (lgfld->local!=0) free(lgfld->local); jerr=g2_unpack2(cgrib,&iofst,&lgfld->locallen,&lgfld->local); if (jerr != 0) { ierr=16; return(ierr); } } // // If found Section 3, unpack the GDS info using the // appropriate template. Save in case this is the latest // grid before the requested field. // if (isecnum == 3) { iofst=iofst-40; // reset offset to beginning of section if (lgfld->igdtmpl!=0) free(lgfld->igdtmpl); if (lgfld->list_opt!=0) free(lgfld->list_opt); jerr=g2_unpack3(cgrib,&iofst,&igds,&lgfld->igdtmpl, &lgfld->igdtlen,&lgfld->list_opt,&lgfld->num_opt); if (jerr == 0) { have3=1; lgfld->griddef=igds[0]; lgfld->ngrdpts=igds[1]; lgfld->numoct_opt=igds[2]; lgfld->interp_opt=igds[3]; lgfld->igdtnum=igds[4]; } else { ierr=10; return(ierr); } } // // If found Section 4, check to see if this field is the // one requested. // if (isecnum == 4) { numfld=numfld+1; if (numfld == ifldnum) { lgfld->discipline=disc; lgfld->version=ver; lgfld->ifldnum=ifldnum; lgfld->unpacked=unpack; lgfld->expanded=0; iofst=iofst-40; // reset offset to beginning of section jerr=g2_unpack4(cgrib,&iofst,&lgfld->ipdtnum, &lgfld->ipdtmpl,&lgfld->ipdtlen,&lgfld->coord_list, &lgfld->num_coord); if (jerr == 0) have4=1; else { ierr=11; return(ierr); } } } // // If found Section 5, check to see if this field is the // one requested. // if (isecnum == 5 && numfld == ifldnum) { iofst=iofst-40; // reset offset to beginning of section jerr=g2_unpack5(cgrib,&iofst,&lgfld->ndpts,&lgfld->idrtnum, &lgfld->idrtmpl,&lgfld->idrtlen); if (jerr == 0) have5=1; else { ierr=12; return(ierr); } } // // If found Section 6, Unpack bitmap. // Save in case this is the latest // bitmap before the requested field. // if (isecnum == 6) { if (unpack) { // unpack bitmap iofst=iofst-40; // reset offset to beginning of section bmpsave=lgfld->bmap; // save pointer to previous bitmap jerr=g2_unpack6(cgrib,&iofst,lgfld->ngrdpts,&lgfld->ibmap, &lgfld->bmap); if (jerr == 0) { have6=1; if (lgfld->ibmap == 254) // use previously specified bitmap if( bmpsave!=0 ) lgfld->bmap=bmpsave; else { printf("g2_getfld: Prev bit-map specified, but none exist.\n"); ierr=17; return(ierr); } else // get rid of it if( bmpsave!=0 ) free(bmpsave); } else { ierr=13; return(ierr); } } else { // do not unpack bitmap gbit(cgrib,&lgfld->ibmap,iofst,8); // Get BitMap Indicator have6=1; } } // // If found Section 7, check to see if this field is the // one requested. // if (isecnum==7 && numfld==ifldnum && unpack) { iofst=iofst-40; // reset offset to beginning of section jerr=g2_unpack7(cgrib,&iofst,lgfld->igdtnum,lgfld->igdtmpl, lgfld->idrtnum,lgfld->idrtmpl,lgfld->ndpts, &lgfld->fld); if (jerr == 0) { have7=1; // If bitmap is used with this field, expand data field // to grid, if possible. if ( lgfld->ibmap != 255 && lgfld->bmap != 0 ) { if ( expand == 1 ) { n=0; newfld=(g2float *)calloc(lgfld->ngrdpts,sizeof(g2float)); for (j=0;jngrdpts;j++) { if (lgfld->bmap[j]==1) newfld[j]=lgfld->fld[n++]; } free(lgfld->fld); lgfld->fld=newfld; lgfld->expanded=1; } else { lgfld->expanded=0; } } else { lgfld->expanded=1; } } else { printf("g2_getfld: return from g2_unpack7 = %d \n",(int)jerr); ierr=14; return(ierr); } } // // Check to see if we read pass the end of the GRIB // message and missed the terminator string '7777'. // ipos=ipos+lensec; // Update beginning of section pointer if (ipos > (istart+lengrib)) { printf("g2_getfld: '7777' not found at end of GRIB message.\n"); ierr=7; return(ierr); } // // If unpacking requested, return when all sections have been // processed // if (unpack && have3 && have4 && have5 && have6 && have7) return(ierr); // // If unpacking is not requested, return when sections // 3 through 6 have been processed // if ((! unpack) && have3 && have4 && have5 && have6) return(ierr); } // // If exited from above loop, the end of the GRIB message was reached // before the requested field was found. // printf("g2_getfld: GRIB message contained %ld different fields.\n",numfld); printf("g2_getfld: The request was for field %ld.\n",ifldnum); ierr=6; return(ierr); } pygrib-1.9.8/g2clib_src/g2_gribend.c000077500000000000000000000076551224541055300172250ustar00rootroot00000000000000#include #include "grib2.h" g2int g2_gribend(unsigned char *cgrib) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_gribend // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-31 // // ABSTRACT: This routine finalizes a GRIB2 message after all grids // and fields have been added. It adds the End Section ( "7777" ) // to the end of the GRIB message and calculates the length and stores // it in the appropriate place in Section 0. // This routine is used with routines "g2_create", "g2_addlocal", // "g2_addgrid", and "g2_addfield" to create a complete GRIB2 message. // g2_create must be called first to initialize a new GRIB2 message. // // PROGRAM HISTORY LOG: // 2002-10-31 Gilbert // // USAGE: int g2_gribend(unsigned char *cgrib) // INPUT ARGUMENT: // cgrib - Char array containing all the data sections added // be previous calls to g2_create, g2_addlocal, g2_addgrid, // and g2_addfield. // // OUTPUT ARGUMENTS: // cgrib - Char array containing the finalized GRIB2 message // // RETURN VALUES: // ierr - Return code. // > 0 = Length of the final GRIB2 message in bytes. // -1 = GRIB message was not initialized. Need to call // routine g2_create first. // -2 = GRIB message already complete. // -3 = Sum of Section byte counts doesn't add to total byte count // -4 = Previous Section was not 7. // // REMARKS: This routine is intended for use with routines "g2_create", // "g2_addlocal", "g2_addgrid", and "g2_addfield" to create a complete // GRIB2 message. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ { g2int iofst,lencurr,len,ilen,isecnum; g2int ierr,lengrib; static unsigned char G=0x47; // 'G' static unsigned char R=0x52; // 'R' static unsigned char I=0x49; // 'I' static unsigned char B=0x42; // 'B' static unsigned char seven=0x37; // '7' ierr=0; // // Check to see if beginning of GRIB message exists // if ( cgrib[0]!=G || cgrib[1]!=R || cgrib[2]!=I || cgrib[3]!=B ) { printf("g2_gribend: GRIB not found in given message.\n"); ierr=-1; return (ierr); } // // Get current length of GRIB message // gbit(cgrib,&lencurr,96,32); // // Loop through all current sections of the GRIB message to // find the last section number. // len=16; // Length of Section 0 for (;;) { // Get number and length of next section iofst=len*8; gbit(cgrib,&ilen,iofst,32); iofst=iofst+32; gbit(cgrib,&isecnum,iofst,8); len=len+ilen; // Exit loop if last section reached if ( len == lencurr ) break; // If byte count for each section doesn't match current // total length, then there is a problem. if ( len > lencurr ) { printf("g2_gribend: Section byte counts don''t add to total.\n"); printf("g2_gribend: Sum of section byte counts = %d\n",(int)len); printf("g2_gribend: Total byte count in Section 0 = %d\n",(int)lencurr); ierr=-3; return (ierr); } } // // Can only add End Section (Section 8) after Section 7. // if ( isecnum != 7 ) { printf("g2_gribend: Section 8 can only be added after Section 7.\n"); printf("g2_gribend: Section %ld was the last found in given GRIB message.\n",isecnum); ierr=-4; return (ierr); } // // Add Section 8 - End Section // //cgrib(lencurr+1:lencurr+4)=c7777 cgrib[lencurr]=seven; cgrib[lencurr+1]=seven; cgrib[lencurr+2]=seven; cgrib[lencurr+3]=seven; // // Update current byte total of message in Section 0 // lengrib=lencurr+4; sbit(cgrib,&lengrib,96,32); return (lengrib); } pygrib-1.9.8/g2clib_src/g2_info.c000077500000000000000000000150321224541055300165320ustar00rootroot00000000000000#include #include #include "grib2.h" g2int g2_info(unsigned char *cgrib,g2int *listsec0,g2int *listsec1, g2int *numfields,g2int *numlocal) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_info // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-28 // // ABSTRACT: This subroutine searches through a GRIB2 message and // returns the number of gridded fields found in the message and // the number (and maximum size) of Local Use Sections. // Also various checks are performed // to see if the message is a valid GRIB2 message. // // PROGRAM HISTORY LOG: // 2002-10-28 Gilbert // // USAGE: int g2_info(unsigned char *cgrib,g2int *listsec0,g2int *listsec1, // g2int *numfields,g2int *numlocal) // INPUT ARGUMENT: // cgrib - Character pointer to the GRIB2 message // // OUTPUT ARGUMENTS: // listsec0 - pointer to an array containing information decoded from // GRIB Indicator Section 0. // Must be allocated with >= 3 elements. // listsec0[0]=Discipline-GRIB Master Table Number // (see Code Table 0.0) // listsec0[1]=GRIB Edition Number (currently 2) // listsec0[2]=Length of GRIB message // listsec1 - pointer to an array containing information read from GRIB // Identification Section 1. // Must be allocated with >= 13 elements. // listsec1[0]=Id of orginating centre (Common Code Table C-1) // listsec1[1]=Id of orginating sub-centre (local table) // listsec1[2]=GRIB Master Tables Version Number (Code Table 1.0) // listsec1[3]=GRIB Local Tables Version Number // listsec1[4]=Significance of Reference Time (Code Table 1.1) // listsec1[5]=Reference Time - Year (4 digits) // listsec1[6]=Reference Time - Month // listsec1[7]=Reference Time - Day // listsec1[8]=Reference Time - Hour // listsec1[9]=Reference Time - Minute // listsec1[10]=Reference Time - Second // listsec1[11]=Production status of data (Code Table 1.2) // listsec1[12]=Type of processed data (Code Table 1.3) // numfields- The number of gridded fields found in the GRIB message. // That is, the number of occurences of Sections 4 - 7. // numlocal - The number of Local Use Sections ( Section 2 ) found in // the GRIB message. // // RETURN VALUES: // ierr - Error return code. // 0 = no error // 1 = Beginning characters "GRIB" not found. // 2 = GRIB message is not Edition 2. // 3 = Could not find Section 1, where expected. // 4 = End string "7777" found, but not where expected. // 5 = End string "7777" not found at end of message. // 6 = Invalid section number found. // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ { g2int ierr,mapsec1len=13; g2int mapsec1[13]={2,2,1,1,1,2,1,1,1,1,1,1,1}; g2int i,j,istart,iofst,lengrib,lensec0,lensec1; g2int ipos,isecnum,nbits,lensec; ierr=0; *numlocal=0; *numfields=0; // // Check for beginning of GRIB message in the first 100 bytes // istart=-1; for (j=0;j<100;j++) { if (cgrib[j]=='G' && cgrib[j+1]=='R' &&cgrib[j+2]=='I' && cgrib[j+3]=='B') { istart=j; break; } } if (istart == -1) { printf("g2_info: Beginning characters GRIB not found."); ierr=1; return(ierr); } // // Unpack Section 0 - Indicator Section // iofst=8*(istart+6); gbit(cgrib,listsec0+0,iofst,8); // Discipline iofst=iofst+8; gbit(cgrib,listsec0+1,iofst,8); // GRIB edition number iofst=iofst+8; iofst=iofst+32; gbit(cgrib,&lengrib,iofst,32); // Length of GRIB message iofst=iofst+32; listsec0[2]=lengrib; lensec0=16; ipos=istart+lensec0; // // Currently handles only GRIB Edition 2. // if (listsec0[1] != 2) { printf("g2_info: can only decode GRIB edition 2."); ierr=2; return(ierr); } // // Unpack Section 1 - Identification Section // gbit(cgrib,&lensec1,iofst,32); // Length of Section 1 iofst=iofst+32; gbit(cgrib,&isecnum,iofst,8); // Section number ( 1 ) iofst=iofst+8; if (isecnum != 1) { printf("g2_info: Could not find section 1."); ierr=3; return(ierr); } // // Unpack each input value in array listsec1 into the // the appropriate number of octets, which are specified in // corresponding entries in array mapsec1. // for (i=0;i (istart+lengrib)) { printf("g2_info: '7777' not found at end of GRIB message.\n"); ierr=5; return(ierr); } if ( isecnum>=2 && isecnum<=7 ) { if (isecnum == 2) // Local Section 2 // increment counter for total number of local sections found (*numlocal)++; else if (isecnum == 4) // increment counter for total number of fields found (*numfields)++; } else { printf("g2_info: Invalid section number found in GRIB message: %ld\n" ,isecnum); ierr=6; return(ierr); } } return(0); } pygrib-1.9.8/g2clib_src/g2_miss.c000066400000000000000000000036251224541055300165540ustar00rootroot00000000000000#include "grib2.h" void g2_miss( gribfield *gfld, float *rmiss, int *nmiss ) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_miss // PRGMMR: Gilbert ORG: W/NP11 DATE: 2004-12-16 // // ABSTRACT: This routine checks the Data Representation Template to see if // missing value management is used, and returns the missing value(s) // in the data field. // // PROGRAM HISTORY LOG: // 2004-12-16 Gilbert // // USAGE: g2_miss( gribfield *gfld, float *rmiss, int *nmiss ) // // INPUT ARGUMENT LIST: // *gfld - pointer to gribfield structure (defined in include file // grib2.h) // // OUTPUT ARGUMENT LIST: // rmiss - List of the missing values used // nmiss - NUmber of the missing values included in the field // // REMARKS: rmiss must be allocated in the calling program with enough space // hold all the missing values. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: IBM SP // //$$$ { g2int itype; /* * Missing value management currnetly only used in * DRT's 5.2 and 5.3. */ if ( gfld->idrtnum != 2 && gfld->idrtnum != 3 ) { *nmiss=0; return; } itype = gfld->idrtmpl[4]; if ( gfld->idrtmpl[6] == 1 ) { *nmiss=1; if (itype == 0) rdieee(gfld->idrtmpl+7,rmiss+0,1); else rmiss[0]=(float)gfld->idrtmpl[7]; } else if ( gfld->idrtmpl[6] == 2 ) { *nmiss=2; if (itype == 0) { rdieee(gfld->idrtmpl+7,rmiss+0,1); rdieee(gfld->idrtmpl+8,rmiss+1,1); } else { rmiss[0]=(float)gfld->idrtmpl[7]; rmiss[1]=(float)gfld->idrtmpl[8]; } } else { *nmiss=0; } } pygrib-1.9.8/g2clib_src/g2_unpack1.c000077500000000000000000000062311224541055300171420ustar00rootroot00000000000000#include #include #include "grib2.h" g2int g2_unpack1(unsigned char *cgrib,g2int *iofst,g2int **ids,g2int *idslen) /*//$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_unpack1 // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-29 // // ABSTRACT: This subroutine unpacks Section 1 (Identification Section) // as defined in GRIB Edition 2. // // PROGRAM HISTORY LOG: // 2002-10-29 Gilbert // // USAGE: int g2_unpack1(unsigned char *cgrib,g2int *iofst,g2int **ids, // g2int *idslen) // INPUT ARGUMENTS: // cgrib - char array containing Section 1 of the GRIB2 message // iofst - Bit offset for the beginning of Section 1 in cgrib. // // OUTPUT ARGUMENTS: // iofst - Bit offset at the end of Section 1, returned. // ids - address of pointer to integer array containing information // read from Section 1, the Identification section. // ids[0] = Identification of originating Centre // ( see Common Code Table C-1 ) // ids[1] = Identification of originating Sub-centre // ids[2] = GRIB Master Tables Version Number // ( see Code Table 1.0 ) // ids[3] = GRIB Local Tables Version Number // ( see Code Table 1.1 ) // ids[4] = Significance of Reference Time (Code Table 1.2) // ids[5] = Year ( 4 digits ) // ids[6] = Month // ids[7] = Day // ids[8] = Hour // ids[9] = Minute // ids[10] = Second // ids[11] = Production status of processed data // ( see Code Table 1.3 ) // ids[12] = Type of processed data ( see Code Table 1.4 ) // idslen - Number of elements in ids[]. // // RETURN VALUES: // ierr - Error return code. // 0 = no error // 2 = Array passed is not section 1 // 6 = memory allocation error // // REMARKS: // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ */ { g2int i,lensec,nbits,ierr,isecnum; g2int mapid[13]={2,2,1,1,1,2,1,1,1,1,1,1,1}; ierr=0; *idslen=13; *ids=0; gbit(cgrib,&lensec,*iofst,32); // Get Length of Section *iofst=*iofst+32; gbit(cgrib,&isecnum,*iofst,8); // Get Section Number *iofst=*iofst+8; if ( isecnum != 1 ) { ierr=2; *idslen=13; fprintf(stderr,"g2_unpack1: Not Section 1 data.\n"); return(ierr); } // // Unpack each value into array ids from the // the appropriate number of octets, which are specified in // corresponding entries in array mapid. // *ids=(g2int *)calloc(*idslen,sizeof(g2int)); if (*ids == 0) { ierr=6; return(ierr); } for (i=0;i<*idslen;i++) { nbits=mapid[i]*8; gbit(cgrib,*ids+i,*iofst,nbits); *iofst=*iofst+nbits; } return(ierr); // End of Section 1 processing } pygrib-1.9.8/g2clib_src/g2_unpack2.c000077500000000000000000000045401224541055300171440ustar00rootroot00000000000000#include #include #include "grib2.h" g2int g2_unpack2(unsigned char *cgrib,g2int *iofst,g2int *lencsec2,unsigned char **csec2) ////$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_unpack2 // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-31 // // ABSTRACT: This subroutine unpacks Section 2 (Local Use Section) // as defined in GRIB Edition 2. // // PROGRAM HISTORY LOG: // 2002-10-31 Gilbert // 2008-12-23 Wesley - Initialize lencsec2 Length of Local Use data // 2010-08-05 Vuong - If section 2 has zero length, ierr=0 // // USAGE: int g2_unpack2(unsigned char *cgrib,g2int *iofst,g2int *lencsec2, // unsigned char **csec2) // INPUT ARGUMENT LIST: // cgrib - char array containing Section 2 of the GRIB2 message // iofst - Bit offset for the beginning of Section 2 in cgrib. // // OUTPUT ARGUMENT LIST: // iofst - Bit offset at the end of Section 2, returned. // lencsec2 - Length (in octets) of Local Use data // csec2 - Pointer to a char array containing local use data // // RETURN VALUES: // ierr - Error return code. // 0 = no error // 2 = Array passed is not section 2 // 6 = memory allocation error // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$// { g2int ierr,isecnum; g2int lensec,ipos,j; ierr=0; *lencsec2=0; *csec2=0; // NULL gbit(cgrib,&lensec,*iofst,32); // Get Length of Section *iofst=*iofst+32; *lencsec2=lensec-5; gbit(cgrib,&isecnum,*iofst,8); // Get Section Number *iofst=*iofst+8; ipos=(*iofst/8); if ( isecnum != 2 ) { ierr=2; *lencsec2=0; fprintf(stderr,"g2_unpack2: Not Section 2 data.\n"); return(ierr); } if (*lencsec2 == 0) { ierr = 0; return(ierr); } *csec2=(unsigned char *)malloc(*lencsec2+1); if (*csec2 == 0) { ierr=6; *lencsec2=0; return(ierr); } //printf(" SAGIPO %d \n",(int)ipos); for (j=0;j<*lencsec2;j++) { *(*csec2+j)=cgrib[ipos+j]; } *iofst=*iofst+(*lencsec2*8); return(ierr); // End of Section 2 processing } pygrib-1.9.8/g2clib_src/g2_unpack3.c000077500000000000000000000172621224541055300171520ustar00rootroot00000000000000#include #include #include "grib2.h" g2int g2_unpack3(unsigned char *cgrib,g2int *iofst,g2int **igds,g2int **igdstmpl, g2int *mapgridlen,g2int **ideflist,g2int *idefnum) ////$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_unpack3 // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-31 // // ABSTRACT: This routine unpacks Section 3 (Grid Definition Section) // as defined in GRIB Edition 2. // // PROGRAM HISTORY LOG: // 2002-10-31 Gilbert // 2009-01-14 Vuong Changed structure name template to gtemplate // // USAGE: int g2_unpack3(unsigned char *cgrib,g2int *iofst,g2int **igds, // g2int **igdstmpl,g2int *mapgridlen, // g2int **ideflist,g2int *idefnum) // INPUT ARGUMENTS: // cgrib - Char array ontaining Section 3 of the GRIB2 message // iofst - Bit offset for the beginning of Section 3 in cgrib. // // OUTPUT ARGUMENTS: // iofst - Bit offset at the end of Section 3, returned. // igds - Contains information read from the appropriate GRIB Grid // Definition Section 3 for the field being returned. // igds[0]=Source of grid definition (see Code Table 3.0) // igds[1]=Number of grid points in the defined grid. // igds[2]=Number of octets needed for each // additional grid points definition. // Used to define number of // points in each row ( or column ) for // non-regular grids. // = 0, if using regular grid. // igds[3]=Interpretation of list for optional points // definition. (Code Table 3.11) // igds[4]=Grid Definition Template Number (Code Table 3.1) // igdstmpl - Pointer to integer array containing the data values for // the specified Grid Definition // Template ( NN=igds[4] ). Each element of this integer // array contains an entry (in the order specified) of Grid // Defintion Template 3.NN // mapgridlen- Number of elements in igdstmpl[]. i.e. number of entries // in Grid Defintion Template 3.NN ( NN=igds[4] ). // ideflist - (Used if igds[2] .ne. 0) Pointer to integer array containing // the number of grid points contained in each row ( or column ). // (part of Section 3) // idefnum - (Used if igds[2] .ne. 0) The number of entries // in array ideflist. i.e. number of rows ( or columns ) // for which optional grid points are defined. // ierr - Error return code. // 0 = no error // 2 = Not Section 3 // 5 = "GRIB" message contains an undefined Grid Definition // Template. // 6 = memory allocation error // // REMARKS: // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ { g2int ierr,i,j,nbits,isecnum; g2int lensec,ibyttem=0,isign,newlen; g2int *ligds,*ligdstmpl=0,*lideflist=0; gtemplate *mapgrid; ierr=0; *igds=0; // NULL *igdstmpl=0; // NULL *ideflist=0; // NULL gbit(cgrib,&lensec,*iofst,32); // Get Length of Section *iofst=*iofst+32; gbit(cgrib,&isecnum,*iofst,8); // Get Section Number *iofst=*iofst+8; if ( isecnum != 3 ) { ierr=2; *idefnum=0; *mapgridlen=0; // fprintf(stderr,"g2_unpack3: Not Section 3 data.\n"); return(ierr); } ligds=(g2int *)calloc(5,sizeof(g2int)); *igds=ligds; gbit(cgrib,ligds+0,*iofst,8); // Get source of Grid def. *iofst=*iofst+8; gbit(cgrib,ligds+1,*iofst,32); // Get number of grid pts. *iofst=*iofst+32; gbit(cgrib,ligds+2,*iofst,8); // Get num octets for opt. list *iofst=*iofst+8; gbit(cgrib,ligds+3,*iofst,8); // Get interpret. for opt. list *iofst=*iofst+8; gbit(cgrib,ligds+4,*iofst,16); // Get Grid Def Template num. *iofst=*iofst+16; if (ligds[4] != 65535) { // Get Grid Definition Template mapgrid=getgridtemplate(ligds[4]); if (mapgrid == 0) { // undefined template ierr=5; return(ierr); } *mapgridlen=mapgrid->maplen; // // Unpack each value into array igdstmpl from the // the appropriate number of octets, which are specified in // corresponding entries in array mapgrid. // if (*mapgridlen > 0) { ligdstmpl=0; ligdstmpl=(g2int *)calloc(*mapgridlen,sizeof(g2int)); if (ligdstmpl == 0) { ierr=6; *mapgridlen=0; *igdstmpl=0; //NULL if( mapgrid != 0 ) free(mapgrid); return(ierr); } else { *igdstmpl=ligdstmpl; } } ibyttem=0; for (i=0;i<*mapgridlen;i++) { nbits=abs(mapgrid->map[i])*8; if ( mapgrid->map[i] >= 0 ) { gbit(cgrib,ligdstmpl+i,*iofst,nbits); } else { gbit(cgrib,&isign,*iofst,1); gbit(cgrib,ligdstmpl+i,*iofst+1,nbits-1); if (isign == 1) ligdstmpl[i]=-1*ligdstmpl[i]; } *iofst=*iofst+nbits; ibyttem=ibyttem+abs(mapgrid->map[i]); } // // Check to see if the Grid Definition Template needs to be // extended. // The number of values in a specific template may vary // depending on data specified in the "static" part of the // gtemplate. // if ( mapgrid->needext == 1 ) { free(mapgrid); mapgrid=extgridtemplate(ligds[4],ligdstmpl); // Unpack the rest of the Grid Definition Template newlen=mapgrid->maplen+mapgrid->extlen; ligdstmpl=(g2int *)realloc(ligdstmpl,newlen*sizeof(g2int)); *igdstmpl=ligdstmpl; j=0; for (i=*mapgridlen;iext[j])*8; if ( mapgrid->ext[j] >= 0 ) { gbit(cgrib,ligdstmpl+i,*iofst,nbits); } else { gbit(cgrib,&isign,*iofst,1); gbit(cgrib,ligdstmpl+i,*iofst+1,nbits-1); if (isign == 1) ligdstmpl[i]=-1*ligdstmpl[i]; } *iofst=*iofst+nbits; ibyttem=ibyttem+abs(mapgrid->ext[j]); j++; } *mapgridlen=newlen; } if( mapgrid->ext != 0 ) free(mapgrid->ext); if( mapgrid != 0 ) free(mapgrid); } else { // No Grid Definition Template *mapgridlen=0; *igdstmpl=0; } // // Unpack optional list of numbers defining number of points // in each row or column, if included. This is used for non regular // grids. // if ( ligds[2] != 0 ) { nbits=ligds[2]*8; *idefnum=(lensec-14-ibyttem)/ligds[2]; if (*idefnum > 0) lideflist=(g2int *)calloc(*idefnum,sizeof(g2int)); if (lideflist == 0) { ierr=6; *idefnum=0; *ideflist=0; //NULL return(ierr); } else { *ideflist=lideflist; } gbits(cgrib,lideflist,*iofst,nbits,0,*idefnum); *iofst=*iofst+(nbits*(*idefnum)); } else { *idefnum=0; *ideflist=0; // NULL } return(ierr); // End of Section 3 processing } pygrib-1.9.8/g2clib_src/g2_unpack4.c000077500000000000000000000142711224541055300171500ustar00rootroot00000000000000#include #include #include "grib2.h" g2int g2_unpack4(unsigned char *cgrib,g2int *iofst,g2int *ipdsnum,g2int **ipdstmpl, g2int *mappdslen,g2float **coordlist,g2int *numcoord) ////$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_unpack4 // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-31 // // ABSTRACT: This subroutine unpacks Section 4 (Product Definition Section) // as defined in GRIB Edition 2. // // PROGRAM HISTORY LOG: // 2002-10-31 Gilbert // 2009-01-14 Vuong Changed structure name template to gtemplate // // USAGE: int g2_unpack4(unsigned char *cgrib,g2int *iofst,g2int *ipdsnum, // g2int **ipdstmpl,g2int *mappdslen, // g2float **coordlist,g2int *numcoord) // INPUT ARGUMENTS: // cgrib - Char array containing Section 4 of the GRIB2 message // iofst - Bit offset of the beginning of Section 4 in cgrib. // // OUTPUT ARGUMENTS: // iofst - Bit offset of the end of Section 4, returned. // ipdsnum - Product Definition Template Number ( see Code Table 4.0) // ipdstmpl - Pointer to integer array containing the data values for // the specified Product Definition // Template ( N=ipdsnum ). Each element of this integer // array contains an entry (in the order specified) of Product // Defintion Template 4.N // mappdslen- Number of elements in ipdstmpl[]. i.e. number of entries // in Product Defintion Template 4.N ( N=ipdsnum ). // coordlist- Pointer to real array containing floating point values // intended to document // the vertical discretisation associated to model data // on hybrid coordinate vertical levels. (part of Section 4) // numcoord - number of values in array coordlist. // // RETURN VALUES: // ierr - Error return code. // 0 = no error // 2 = Not section 4 // 5 = "GRIB" message contains an undefined Product Definition // Template. // 6 = memory allocation error // // REMARKS: // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$// { g2int ierr,needext,i,j,nbits,isecnum; g2int lensec,isign,newlen; g2int *coordieee; g2int *lipdstmpl=0; g2float *lcoordlist; gtemplate *mappds; ierr=0; *ipdstmpl=0; // NULL *coordlist=0; // NULL gbit(cgrib,&lensec,*iofst,32); // Get Length of Section *iofst=*iofst+32; gbit(cgrib,&isecnum,*iofst,8); // Get Section Number *iofst=*iofst+8; if ( isecnum != 4 ) { ierr=2; *numcoord=0; *mappdslen=0; // fprintf(stderr,"g2_unpack4: Not Section 4 data.\n"); return(ierr); } gbit(cgrib,numcoord,*iofst,16); // Get num of coordinate values *iofst=*iofst+16; gbit(cgrib,ipdsnum,*iofst,16); // Get Prod. Def Template num. *iofst=*iofst+16; // Get Product Definition Template mappds=getpdstemplate(*ipdsnum); if (mappds == 0) { // undefine template ierr=5; *mappdslen=0; return(ierr); } *mappdslen=mappds->maplen; needext=mappds->needext; // // Unpack each value into array ipdstmpl from the // the appropriate number of octets, which are specified in // corresponding entries in array mappds. // if (*mappdslen > 0) lipdstmpl=(g2int *)calloc(*mappdslen,sizeof(g2int)); if (lipdstmpl == 0) { ierr=6; *mappdslen=0; *ipdstmpl=0; //NULL if ( mappds != 0 ) free(mappds); return(ierr); } else { *ipdstmpl=lipdstmpl; } for (i=0;imaplen;i++) { nbits=abs(mappds->map[i])*8; if ( mappds->map[i] >= 0 ) { gbit(cgrib,lipdstmpl+i,*iofst,nbits); } else { gbit(cgrib,&isign,*iofst,1); gbit(cgrib,lipdstmpl+i,*iofst+1,nbits-1); if (isign == 1) lipdstmpl[i]=-1*lipdstmpl[i]; } *iofst=*iofst+nbits; } // // Check to see if the Product Definition Template needs to be // extended. // The number of values in a specific template may vary // depending on data specified in the "static" part of the // gtemplate. // if ( needext ==1 ) { free(mappds); mappds=extpdstemplate(*ipdsnum,lipdstmpl); newlen=mappds->maplen+mappds->extlen; lipdstmpl=(g2int *)realloc(lipdstmpl,newlen*sizeof(g2int)); *ipdstmpl=lipdstmpl; // Unpack the rest of the Product Definition Template j=0; for (i=*mappdslen;iext[j])*8; if ( mappds->ext[j] >= 0 ) { gbit(cgrib,lipdstmpl+i,*iofst,nbits); } else { gbit(cgrib,&isign,*iofst,1); gbit(cgrib,lipdstmpl+i,*iofst+1,nbits-1); if (isign == 1) lipdstmpl[i]=-1*lipdstmpl[i]; } *iofst=*iofst+nbits; j++; } *mappdslen=newlen; } if( mappds->ext != 0 ) free(mappds->ext); if( mappds != 0 ) free(mappds); // // Get Optional list of vertical coordinate values // after the Product Definition Template, if necessary. // *coordlist=0; // NULL if ( *numcoord != 0 ) { coordieee=(g2int *)calloc(*numcoord,sizeof(g2int)); lcoordlist=(g2float *)calloc(*numcoord,sizeof(g2float)); if (coordieee == 0 || lcoordlist == 0) { ierr=6; *numcoord=0; *coordlist=0; // NULL if( coordieee != 0 ) free(coordieee); if( lcoordlist != 0 ) free(lcoordlist); return(ierr); } else { *coordlist=lcoordlist; } gbits(cgrib,coordieee,*iofst,32,0,*numcoord); rdieee(coordieee,*coordlist,*numcoord); free(coordieee); *iofst=*iofst+(32*(*numcoord)); } return(ierr); // End of Section 4 processing } pygrib-1.9.8/g2clib_src/g2_unpack5.c000077500000000000000000000117031224541055300171460ustar00rootroot00000000000000#include #include #include "grib2.h" g2int g2_unpack5(unsigned char *cgrib,g2int *iofst,g2int *ndpts,g2int *idrsnum, g2int **idrstmpl,g2int *mapdrslen) ////$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_unpack5 // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-31 // // ABSTRACT: This subroutine unpacks Section 5 (Data Representation Section) // as defined in GRIB Edition 2. // // PROGRAM HISTORY LOG: // 2002-10-31 Gilbert // 2009-01-14 Vuong Changed structure name template to gtemplate // // USAGE: int g2_unpack5(unsigned char *cgrib,g2int *iofst,g2int *ndpts, // g2int *idrsnum,g2int **idrstmpl,g2int *mapdrslen) // INPUT ARGUMENTS: // cgrib - char array containing Section 5 of the GRIB2 message // iofst - Bit offset for the beginning of Section 5 in cgrib. // // OUTPUT ARGUMENTS: // iofst - Bit offset at the end of Section 5, returned. // ndpts - Number of data points unpacked and returned. // idrsnum - Data Representation Template Number ( see Code Table 5.0) // idrstmpl - Pointer to an integer array containing the data values for // the specified Data Representation // Template ( N=idrsnum ). Each element of this integer // array contains an entry (in the order specified) of Data // Representation Template 5.N // mapdrslen- Number of elements in idrstmpl[]. i.e. number of entries // in Data Representation Template 5.N ( N=idrsnum ). // // RETURN VALUES: // ierr - Error return code. // 0 = no error // 2 = Not Section 5 // 6 = memory allocation error // 7 = "GRIB" message contains an undefined Data // Representation Template. // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$// { g2int ierr,needext,i,j,nbits,isecnum; g2int lensec,isign,newlen; g2int *lidrstmpl=0; gtemplate *mapdrs; ierr=0; *idrstmpl=0; //NULL gbit(cgrib,&lensec,*iofst,32); // Get Length of Section *iofst=*iofst+32; gbit(cgrib,&isecnum,*iofst,8); // Get Section Number *iofst=*iofst+8; if ( isecnum != 5 ) { ierr=2; *ndpts=0; *mapdrslen=0; // fprintf(stderr,"g2_unpack5: Not Section 5 data.\n"); return(ierr); } gbit(cgrib,ndpts,*iofst,32); // Get num of data points *iofst=*iofst+32; gbit(cgrib,idrsnum,*iofst,16); // Get Data Rep Template Num. *iofst=*iofst+16; // Gen Data Representation Template mapdrs=getdrstemplate(*idrsnum); if (mapdrs == 0) { ierr=7; *mapdrslen=0; return(ierr); } *mapdrslen=mapdrs->maplen; needext=mapdrs->needext; // // Unpack each value into array ipdstmpl from the // the appropriate number of octets, which are specified in // corresponding entries in array mapdrs. // if (*mapdrslen > 0) lidrstmpl=(g2int *)calloc(*mapdrslen,sizeof(g2int)); if (lidrstmpl == 0) { ierr=6; *mapdrslen=0; *idrstmpl=0; //NULL if ( mapdrs != 0 ) free(mapdrs); return(ierr); } else { *idrstmpl=lidrstmpl; } for (i=0;imaplen;i++) { nbits=abs(mapdrs->map[i])*8; if ( mapdrs->map[i] >= 0 ) { gbit(cgrib,lidrstmpl+i,*iofst,nbits); } else { gbit(cgrib,&isign,*iofst,1); gbit(cgrib,lidrstmpl+i,*iofst+1,nbits-1); if (isign == 1) lidrstmpl[i]=-1*lidrstmpl[i]; } *iofst=*iofst+nbits; } // // Check to see if the Data Representation Template needs to be // extended. // The number of values in a specific gtemplate may vary // depending on data specified in the "static" part of the // gtemplate. // if ( needext == 1 ) { free(mapdrs); mapdrs=extdrstemplate(*idrsnum,lidrstmpl); newlen=mapdrs->maplen+mapdrs->extlen; lidrstmpl=(g2int *)realloc(lidrstmpl,newlen*sizeof(g2int)); *idrstmpl=lidrstmpl; // Unpack the rest of the Data Representation Template j=0; for (i=*mapdrslen;iext[j])*8; if ( mapdrs->ext[j] >= 0 ) { gbit(cgrib,lidrstmpl+i,*iofst,nbits); } else { gbit(cgrib,&isign,*iofst,1); gbit(cgrib,lidrstmpl+i,*iofst+1,nbits-1); if (isign == 1) lidrstmpl[i]=-1*lidrstmpl[i]; } *iofst=*iofst+nbits; j++; } *mapdrslen=newlen; } if( mapdrs->ext != 0 ) free(mapdrs->ext); if( mapdrs != 0 ) free(mapdrs); return(ierr); // End of Section 5 processing } pygrib-1.9.8/g2clib_src/g2_unpack6.c000077500000000000000000000060011224541055300171420ustar00rootroot00000000000000#include #include #include "grib2.h" g2int g2_unpack6(unsigned char *cgrib,g2int *iofst,g2int ngpts,g2int *ibmap, g2int **bmap) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_unpack6 // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-31 // // ABSTRACT: This subroutine unpacks Section 6 (Bit-Map Section) // as defined in GRIB Edition 2. // // PROGRAM HISTORY LOG: // 2002-10-31 Gilbert // // USAGE: int g2_unpack6(unsigned char *cgrib,g2int *iofst,g2int ngpts, // g2int *ibmap,g2int **bmap) // INPUT ARGUMENTS: // cgrib - char array containing Section 6 of the GRIB2 message // iofst - Bit offset of the beginning of Section 6 in cgrib. // ngpts - Number of grid points specified in the bit-map // // OUTPUT ARGUMENTS: // iofst - Bit offset at the end of Section 6, returned. // ibmap - Bitmap indicator ( see Code Table 6.0 ) // 0 = bitmap applies and is included in Section 6. // 1-253 = Predefined bitmap applies // 254 = Previously defined bitmap applies to this field // 255 = Bit map does not apply to this product. // bmap - Pointer to an integer array containing decoded bitmap. // ( if ibmap=0 ) // // RETURN VALUES: // ierr - Error return code. // 0 = no error // 2 = Not Section 6 // 4 = Unrecognized pre-defined bit-map. // 6 = memory allocation error // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$// { g2int j,ierr,isecnum; g2int *lbmap=0; g2int *intbmap; ierr=0; *bmap=0; //NULL *iofst=*iofst+32; // skip Length of Section gbit(cgrib,&isecnum,*iofst,8); // Get Section Number *iofst=*iofst+8; if ( isecnum != 6 ) { ierr=2; fprintf(stderr,"g2_unpack6: Not Section 6 data.\n"); return(ierr); } gbit(cgrib,ibmap,*iofst,8); // Get bit-map indicator *iofst=*iofst+8; if (*ibmap == 0) { // Unpack bitmap if (ngpts > 0) lbmap=(g2int *)calloc(ngpts,sizeof(g2int)); if (lbmap == 0) { ierr=6; return(ierr); } else { *bmap=lbmap; } intbmap=(g2int *)calloc(ngpts,sizeof(g2int)); gbits(cgrib,intbmap,*iofst,1,0,ngpts); *iofst=*iofst+ngpts; for (j=0;j #include #include #include #include "grib2.h" g2int simunpack(unsigned char *,g2int *, g2int,g2float *); int comunpack(unsigned char *,g2int,g2int,g2int *,g2int,g2float *); g2int specunpack(unsigned char *,g2int *,g2int,g2int,g2int, g2int, g2float *); #ifdef USE_PNG g2int pngunpack(unsigned char *,g2int,g2int *,g2int, g2float *); #endif /* USE_PNG */ #ifdef USE_JPEG2000 g2int jpcunpack(unsigned char *,g2int,g2int *,g2int, g2float *); #endif /* USE_JPEG2000 */ g2int g2_unpack7(unsigned char *cgrib,g2int *iofst,g2int igdsnum,g2int *igdstmpl, g2int idrsnum,g2int *idrstmpl,g2int ndpts,g2float **fld) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_unpack7 // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-31 // // ABSTRACT: This subroutine unpacks Section 7 (Data Section) // as defined in GRIB Edition 2. // // PROGRAM HISTORY LOG: // 2002-10-31 Gilbert // 2002-12-20 Gilbert - Added GDT info to arguments // and added 5.51 processing. // 2003-08-29 Gilbert - Added support for new templates using // PNG and JPEG2000 algorithms/templates. // 2004-11-29 Gilbert - JPEG2000 now allowed to use WMO Template no. 5.40 // PNG now allowed to use WMO Template no. 5.41 // 2004-12-16 Taylor - Added check on comunpack return code. // 2008-12-23 Wesley - Initialize Number of data points unpacked // // USAGE: int g2_unpack7(unsigned char *cgrib,g2int *iofst,g2int igdsnum, // g2int *igdstmpl, g2int idrsnum, // g2int *idrstmpl, g2int ndpts,g2float **fld) // INPUT ARGUMENTS: // cgrib - char array containing Section 7 of the GRIB2 message // iofst - Bit offset of the beginning of Section 7 in cgrib. // igdsnum - Grid Definition Template Number ( see Code Table 3.0) // ( Only used for DRS Template 5.51 ) // igdstmpl - Pointer to an integer array containing the data values for // the specified Grid Definition // Template ( N=igdsnum ). Each element of this integer // array contains an entry (in the order specified) of Grid // Definition Template 3.N // ( Only used for DRS Template 5.51 ) // idrsnum - Data Representation Template Number ( see Code Table 5.0) // idrstmpl - Pointer to an integer array containing the data values for // the specified Data Representation // Template ( N=idrsnum ). Each element of this integer // array contains an entry (in the order specified) of Data // Representation Template 5.N // ndpts - Number of data points unpacked and returned. // // OUTPUT ARGUMENTS: // iofst - Bit offset at the end of Section 7, returned. // fld - Pointer to a float array containing the unpacked data field. // // RETURN VALUES: // ierr - Error return code. // 0 = no error // 2 = Not section 7 // 4 = Unrecognized Data Representation Template // 5 = need one of GDT 3.50 through 3.53 to decode DRT 5.51 // 6 = memory allocation error // 7 = corrupt section 7. // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$// { g2int ierr,isecnum; g2int ipos,lensec; g2float *lfld; ierr=0; *fld=0; //NULL gbit(cgrib,&lensec,*iofst,32); // Get Length of Section *iofst=*iofst+32; gbit(cgrib,&isecnum,*iofst,8); // Get Section Number *iofst=*iofst+8; if ( isecnum != 7 ) { ierr=2; //fprintf(stderr,"g2_unpack7: Not Section 7 data.\n"); return(ierr); } ipos=(*iofst/8); lfld=(g2float *)calloc(ndpts ? ndpts : 1,sizeof(g2float)); if (lfld == 0) { ierr=6; return(ierr); } else { *fld=lfld; } if (idrsnum == 0) simunpack(cgrib+ipos,idrstmpl,ndpts,lfld); else if (idrsnum == 2 || idrsnum == 3) { if (comunpack(cgrib+ipos,lensec,idrsnum,idrstmpl,ndpts,lfld) != 0) { return 7; } } else if (idrsnum == 50) { // Spectral Simple simunpack(cgrib+ipos,idrstmpl,ndpts-1,lfld+1); rdieee(idrstmpl+4,lfld+0,1); } else if (idrsnum == 51) // Spectral complex if ( igdsnum>=50 && igdsnum <=53 ) specunpack(cgrib+ipos,idrstmpl,ndpts,igdstmpl[0],igdstmpl[2],igdstmpl[2],lfld); else { fprintf(stderr,"g2_unpack7: Cannot use GDT 3.%d to unpack Data Section 5.51.\n",(int)igdsnum); ierr=5; if ( lfld != 0 ) free(lfld); *fld=0; //NULL return(ierr); } #ifdef USE_JPEG2000 else if (idrsnum == 40 || idrsnum == 40000) { jpcunpack(cgrib+ipos,lensec-5,idrstmpl,ndpts,lfld); } #endif /* USE_JPEG2000 */ #ifdef USE_PNG else if (idrsnum == 41 || idrsnum == 40010) { pngunpack(cgrib+ipos,lensec-5,idrstmpl,ndpts,lfld); } #endif /* USE_PNG */ else { fprintf(stderr,"g2_unpack7: Data Representation Template 5.%d not yet implemented.\n",(int)idrsnum); ierr=4; if ( lfld != 0 ) free(lfld); *fld=0; //NULL return(ierr); } *iofst=*iofst+(8*lensec); return(ierr); // End of Section 7 processing } pygrib-1.9.8/g2clib_src/gbits.c000077500000000000000000000072501224541055300163220ustar00rootroot00000000000000#include "grib2.h" void gbit(unsigned char *in,g2int *iout,g2int iskip,g2int nbyte) { gbits(in,iout,iskip,nbyte,(g2int)0,(g2int)1); } void sbit(unsigned char *out,g2int *in,g2int iskip,g2int nbyte) { sbits(out,in,iskip,nbyte,(g2int)0,(g2int)1); } void gbits(unsigned char *in,g2int *iout,g2int iskip,g2int nbyte,g2int nskip, g2int n) /* Get bits - unpack bits: Extract arbitrary size values from a / packed bit string, right justifying each value in the unpacked / iout array. / *in = pointer to character array input / *iout = pointer to unpacked array output / iskip = initial number of bits to skip / nbyte = number of bits to take / nskip = additional number of bits to skip on each iteration / n = number of iterations / v1.1 */ { g2int i,tbit,bitcnt,ibit,itmp; g2int nbit,index; static g2int ones[]={1,3,7,15,31,63,127,255}; // nbit is the start position of the field in bits nbit = iskip; for (i=0;i>= (8-ibit-tbit); index++; bitcnt = bitcnt - tbit; // now transfer whole bytes while (bitcnt >= 8) { itmp = itmp<<8 | (int)*(in+index); bitcnt = bitcnt - 8; index++; } // get data from last byte if (bitcnt > 0) { itmp = ( itmp << bitcnt ) | ( ((int)*(in+index) >> (8-bitcnt)) & ones[bitcnt-1] ); } *(iout+i) = itmp; } } void sbits(unsigned char *out,g2int *in,g2int iskip,g2int nbyte,g2int nskip, g2int n) /*C Store bits - pack bits: Put arbitrary size values into a / packed bit string, taking the low order bits from each value / in the unpacked array. / *iout = pointer to packed array output / *in = pointer to unpacked array input / iskip = initial number of bits to skip / nbyte = number of bits to pack / nskip = additional number of bits to skip on each iteration / n = number of iterations / v1.1 */ { g2int i,bitcnt,tbit,ibit,itmp,imask,itmp2,itmp3; g2int nbit,index; static g2int ones[]={1,3,7,15,31,63,127,255}; // number bits from zero to ... // nbit is the last bit of the field to be filled nbit = iskip + nbyte - 1; for (i=0;i> tbit; index--; } // now byte aligned // do by bytes while (bitcnt >= 8) { out[index] = (unsigned char)(itmp & 255); itmp = itmp >> 8; bitcnt = bitcnt - 8; index--; } // do last byte if (bitcnt > 0) { itmp2 = itmp & ones[bitcnt-1]; itmp3 = (int)*(out+index) & (255-ones[bitcnt-1]); out[index] = (unsigned char)(itmp2 | itmp3); } } } pygrib-1.9.8/g2clib_src/getdim.c000066400000000000000000000065631224541055300164660ustar00rootroot00000000000000#include #include #include "grib2.h" g2int g2_unpack3(unsigned char *,g2int *,g2int **,g2int **, g2int *,g2int **,g2int *); g2int getdim(unsigned char *csec3,g2int *width,g2int *height,g2int *iscan) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: getdim // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-12-11 // // ABSTRACT: This subroutine returns the dimensions and scanning mode of // a grid definition packed in GRIB2 Grid Definition Section 3 format. // // PROGRAM HISTORY LOG: // 2002-12-11 Gilbert // // USAGE: int getdim(unsigned char *csec3,g2int *width, // g2int *height, g2int *iscan) // INPUT ARGUMENT LIST: // csec3 - Character array that contains the packed GRIB2 GDS // // OUTPUT ARGUMENT LIST: // width - x (or i) dimension of the grid. // height - y (or j) dimension of the grid. // iscan - Scanning mode ( see Code Table 3.4 ) // // REMARKS: Returns width and height set to zero, if grid template // not recognized. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: IBM SP // //$$$ { g2int *igdstmpl,*list_opt; g2int *igds; g2int iofst,igdtlen,num_opt,jerr; igdstmpl=0; list_opt=0; igds=0; iofst=0; // set offset to beginning of section jerr= g2_unpack3(csec3,&iofst,&igds,&igdstmpl, &igdtlen,&list_opt,&num_opt); if (jerr == 0) { switch ( igds[4] ) // Template number { case 0: // Lat/Lon case 1: case 2: case 3: { *width=igdstmpl[7]; *height=igdstmpl[8]; *iscan=igdstmpl[18]; break; } case 10: // Mercator { *width=igdstmpl[7]; *height=igdstmpl[8]; *iscan=igdstmpl[15]; break; } case 20: // Polar Stereographic { *width=igdstmpl[7]; *height=igdstmpl[8]; *iscan=igdstmpl[17]; break; } case 30: // Lambert Conformal { *width=igdstmpl[7]; *height=igdstmpl[8]; *iscan=igdstmpl[17]; break; } case 40: // Gaussian case 41: case 42: case 43: { *width=igdstmpl[7]; *height=igdstmpl[8]; *iscan=igdstmpl[18]; break; } case 90: // Space View/Orthographic { *width=igdstmpl[7]; *height=igdstmpl[8]; *iscan=igdstmpl[16]; break; } case 110: // Equatorial Azimuthal { *width=igdstmpl[7]; *height=igdstmpl[8]; *iscan=igdstmpl[15]; break; } default: { *width=0; *height=0; *iscan=0; break; } } // end switch } else { *width=0; *height=0; } if (igds != 0) free(igds); if (igdstmpl != 0) free(igdstmpl); if (list_opt != 0) free(list_opt); return 0; } pygrib-1.9.8/g2clib_src/getpoly.c000066400000000000000000000042501224541055300166670ustar00rootroot00000000000000#include #include #include "grib2.h" g2int g2_unpack3(unsigned char *,g2int *,g2int **,g2int **, g2int *,g2int **,g2int *); g2int getpoly(unsigned char *csec3,g2int *jj,g2int *kk,g2int *mm) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: getpoly // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-12-11 // // ABSTRACT: This subroutine returns the J, K, and M pentagonal resolution // parameters specified in a GRIB Grid Definition Section used // spherical harmonic coefficients using GDT 5.50 through 5.53 // // PROGRAM HISTORY LOG: // 2002-12-11 Gilbert // // USAGE: int getpoly(unsigned char *csec3,g2int *jj,g2int *kk,g2int *mm) // INPUT ARGUMENTS: // csec3 - Character array that contains the packed GRIB2 GDS // // OUTPUT ARGUMENTS: // JJ = J - pentagonal resolution parameter // KK = K - pentagonal resolution parameter // MM = M - pentagonal resolution parameter // // REMARKS: Returns JJ, KK, and MM set to zero, if grid template // not recognized. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: IBM SP // //$$$ { g2int *igdstmpl,*list_opt; g2int *igds; g2int iofst,igdtlen,num_opt,jerr; iofst=0; // set offset to beginning of section jerr=g2_unpack3(csec3,&iofst,&igds,&igdstmpl, &igdtlen,&list_opt,&num_opt); if (jerr == 0) { switch ( igds[4] ) // Template number { case 50: // Spherical harmonic coefficients case 51: case 52: case 53: { *jj=igdstmpl[0]; *kk=igdstmpl[1]; *mm=igdstmpl[2]; break; } default: { *jj=0; *kk=0; *mm=0; break; } } // end switch } else { *jj=0; *kk=0; *mm=0; } if (igds != 0) free(igds); if (igdstmpl != 0) free(igdstmpl); if (list_opt != 0) free(list_opt); return 0; } pygrib-1.9.8/g2clib_src/grib2.h000077500000000000000000000310721224541055300162230ustar00rootroot00000000000000#ifndef _grib2_H #define _grib2_H #include #define G2_VERSION "g2clib-1.4.0" /* . . . . // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-25 // // PROGRAM HISTORY LOG: // 2002-10-25 Gilbert // 2009-01-14 Vuong Changed struct template to gtemplate // // Each element of structure gribfield is defined as: // // gribfield gfld; // // gfld->version = GRIB edition number ( currently 2 ) // gfld->discipline = Message Discipline ( see Code Table 0.0 ) // gfld->idsect = Contains the entries in the Identification // Section ( Section 1 ) // This element is a pointer to an array // that holds the data. // gfld->idsect[0] = Identification of originating Centre // ( see Common Code Table C-1 ) // 7 - US National Weather Service // gfld->idsect[1] = Identification of originating Sub-centre // gfld->idsect[2] = GRIB Master Tables Version Number // ( see Code Table 1.0 ) // 0 - Experimental // 1 - Initial operational version number // gfld->idsect[3] = GRIB Local Tables Version Number // ( see Code Table 1.1 ) // 0 - Local tables not used // 1-254 - Number of local tables version used // gfld->idsect[4] = Significance of Reference Time (Code Table 1.2) // 0 - Analysis // 1 - Start of forecast // 2 - Verifying time of forecast // 3 - Observation time // gfld->idsect[5] = Year ( 4 digits ) // gfld->idsect[6] = Month // gfld->idsect[7) = Day // gfld->idsect[8] = Hour // gfld->idsect[9] = Minute // gfld->idsect[10] = Second // gfld->idsect[11] = Production status of processed data // ( see Code Table 1.3 ) // 0 - Operational products // 1 - Operational test products // 2 - Research products // 3 - Re-analysis products // gfld->idsect[12] = Type of processed data ( see Code Table 1.4 ) // 0 - Analysis products // 1 - Forecast products // 2 - Analysis and forecast products // 3 - Control forecast products // 4 - Perturbed forecast products // 5 - Control and perturbed forecast products // 6 - Processed satellite observations // 7 - Processed radar observations // gfld->idsectlen = Number of elements in gfld->idsect[]. // gfld->local = Pointer to character array containing contents // of Local Section 2, if included // gfld->locallen = length of array gfld->local[] // gfld->ifldnum = field number within GRIB message // gfld->griddef = Source of grid definition (see Code Table 3.0) // 0 - Specified in Code table 3.1 // 1 - Predetermined grid Defined by originating centre // gfld->ngrdpts = Number of grid points in the defined grid. // gfld->numoct_opt = Number of octets needed for each // additional grid points definition. // Used to define number of // points in each row ( or column ) for // non-regular grids. // = 0, if using regular grid. // gfld->interp_opt = Interpretation of list for optional points // definition. (Code Table 3.11) // gfld->igdtnum = Grid Definition Template Number (Code Table 3.1) // gfld->igdtmpl = Contains the data values for the specified Grid // Definition Template ( NN=gfld->igdtnum ). Each // element of this integer array contains an entry (in // the order specified) of Grid Defintion Template 3.NN // This element is a pointer to an array // that holds the data. // gfld->igdtlen = Number of elements in gfld->igdtmpl[]. i.e. number of // entries in Grid Defintion Template 3.NN // ( NN=gfld->igdtnum ). // gfld->list_opt = (Used if gfld->numoct_opt .ne. 0) This array // contains the number of grid points contained in // each row ( or column ). (part of Section 3) // This element is a pointer to an array // that holds the data. This pointer is nullified // if gfld->numoct_opt=0. // gfld->num_opt = (Used if gfld->numoct_opt .ne. 0) The number of entries // in array ideflist. i.e. number of rows ( or columns ) // for which optional grid points are defined. This value // is set to zero, if gfld->numoct_opt=0. // gfdl->ipdtnum = Product Definition Template Number (see Code Table 4.0) // gfld->ipdtmpl = Contains the data values for the specified Product // Definition Template ( N=gfdl->ipdtnum ). Each element // of this integer array contains an entry (in the // order specified) of Product Defintion Template 4.N. // This element is a pointer to an array // that holds the data. // gfld->ipdtlen = Number of elements in gfld->ipdtmpl[]. i.e. number of // entries in Product Defintion Template 4.N // ( N=gfdl->ipdtnum ). // gfld->coord_list = Real array containing floating point values // intended to document the vertical discretisation // associated to model data on hybrid coordinate // vertical levels. (part of Section 4) // This element is a pointer to an array // that holds the data. // gfld->num_coord = number of values in array gfld->coord_list[]. // gfld->ndpts = Number of data points unpacked and returned. // gfld->idrtnum = Data Representation Template Number // ( see Code Table 5.0) // gfld->idrtmpl = Contains the data values for the specified Data // Representation Template ( N=gfld->idrtnum ). Each // element of this integer array contains an entry // (in the order specified) of Product Defintion // Template 5.N. // This element is a pointer to an array // that holds the data. // gfld->idrtlen = Number of elements in gfld->idrtmpl[]. i.e. number // of entries in Data Representation Template 5.N // ( N=gfld->idrtnum ). // gfld->unpacked = logical value indicating whether the bitmap and // data values were unpacked. If false, // gfld->bmap and gfld->fld pointers are nullified. // gfld->expanded = Logical value indicating whether the data field // was expanded to the grid in the case where a // bit-map is present. If true, the data points in // gfld->fld match the grid points and zeros were // inserted at grid points where data was bit-mapped // out. If false, the data values in gfld->fld were // not expanded to the grid and are just a consecutive // array of data points corresponding to each value of // "1" in gfld->bmap. // gfld->ibmap = Bitmap indicator ( see Code Table 6.0 ) // 0 = bitmap applies and is included in Section 6. // 1-253 = Predefined bitmap applies // 254 = Previously defined bitmap applies to this field // 255 = Bit map does not apply to this product. // gfld->bmap = integer array containing decoded bitmap, // if gfld->ibmap=0 or gfld->ibap=254. Otherwise nullified. // This element is a pointer to an array // that holds the data. // gfld->fld = Array of gfld->ndpts unpacked data points. // This element is a pointer to an array // that holds the data. */ #ifdef __64BIT__ typedef int g2int; typedef unsigned int g2intu; #else typedef long g2int; typedef unsigned long g2intu; #endif typedef float g2float; struct gtemplate { g2int type; /* 3=Grid Defintion Template. */ /* 4=Product Defintion Template. */ /* 5=Data Representation Template. */ g2int num; /* template number. */ g2int maplen; /* number of entries in the static part */ /* of the template. */ g2int *map; /* num of octets of each entry in the */ /* static part of the template. */ g2int needext; /* indicates whether or not the template needs */ /* to be extended. */ g2int extlen; /* number of entries in the template extension. */ g2int *ext; /* num of octets of each entry in the extension */ /* part of the template. */ }; typedef struct gtemplate gtemplate; struct gribfield { g2int version,discipline; g2int *idsect; g2int idsectlen; unsigned char *local; g2int locallen; g2int ifldnum; g2int griddef,ngrdpts; g2int numoct_opt,interp_opt,num_opt; g2int *list_opt; g2int igdtnum,igdtlen; g2int *igdtmpl; g2int ipdtnum,ipdtlen; g2int *ipdtmpl; g2int num_coord; g2float *coord_list; g2int ndpts,idrtnum,idrtlen; g2int *idrtmpl; g2int unpacked; g2int expanded; g2int ibmap; g2int *bmap; g2float *fld; }; typedef struct gribfield gribfield; /* Prototypes for unpacking API */ void seekgb(FILE *,g2int ,g2int ,g2int *,g2int *); g2int g2_info(unsigned char *,g2int *,g2int *,g2int *,g2int *); g2int g2_getfld(unsigned char *,g2int ,g2int ,g2int ,gribfield **); void g2_free(gribfield *); /* Prototypes for packing API */ g2int g2_create(unsigned char *,g2int *,g2int *); g2int g2_addlocal(unsigned char *,unsigned char *,g2int ); g2int g2_addgrid(unsigned char *,g2int *,g2int *,g2int *,g2int ); g2int g2_addfield(unsigned char *,g2int ,g2int *, g2float *,g2int ,g2int ,g2int *, g2float *,g2int ,g2int ,g2int *); g2int g2_gribend(unsigned char *); /* Prototypes for supporting routines */ extern double int_power(double, g2int ); extern void mkieee(g2float *,g2int *,g2int); void rdieee(g2int *,g2float *,g2int ); extern gtemplate *getpdstemplate(g2int); extern gtemplate *extpdstemplate(g2int,g2int *); extern gtemplate *getdrstemplate(g2int); extern gtemplate *extdrstemplate(g2int,g2int *); extern gtemplate *getgridtemplate(g2int); extern gtemplate *extgridtemplate(g2int,g2int *); extern void simpack(g2float *,g2int,g2int *,unsigned char *,g2int *); extern void compack(g2float *,g2int,g2int,g2int *,unsigned char *,g2int *); void misspack(g2float *,g2int ,g2int ,g2int *, unsigned char *, g2int *); void gbit(unsigned char *,g2int *,g2int ,g2int ); void sbit(unsigned char *,g2int *,g2int ,g2int ); void gbits(unsigned char *,g2int *,g2int ,g2int ,g2int ,g2int ); void sbits(unsigned char *,g2int *,g2int ,g2int ,g2int ,g2int ); int pack_gp(g2int *, g2int *, g2int *, g2int *, g2int *, g2int *, g2int *, g2int *, g2int *, g2int *, g2int *, g2int *, g2int *, g2int *, g2int *, g2int *, g2int *, g2int *, g2int *, g2int *); #endif /* _grib2_H */ pygrib-1.9.8/g2clib_src/grib2c.doc000077500000000000000000001341211224541055300167030ustar00rootroot00000000000000 GRIB2 USERS GUIDE (C) Contents: - Introduction - GRIB2 Tables/Templates - GRIB2 Encoding Routines - GRIB2 Decoding Routines - Decoding all GRIB2 Fields in a File - Extracting Selected GRIB2 Fields from a GRIB2 file - GRIB2 Routine Documentation =============================================================================== Introduction This document briefly describes the routines available for encoding/decoding GRIB Edition 2 (GRIB2) messages. A basic familiarity with GRIB is assumed. A GRIB Edition 2 message is a machine independent format for storing one or more gridded data fields. Each GRIB2 message consists of the following sections: SECTION 0 - Indicator Section SECTION 1 - Identification Section SECTION 2 - (Local Use Section) - optional } SECTION 3 - Grid Definition Section } } SECTION 4 - Product Definition Section } } }(repeated) SECTION 5 - Data Representation Section } }(repeated) } SECTION 6 - Bit-map Section }(repeated) } } SECTION 7 - Data Section } } } SECTION 8 - End Section } } } Sequences of GRIB sections 2 to 7, 3 to 7, or sections 4 to 7 may be repeated within a single GRIB message. All sections within such repeated sequences must be present and shall appear in the numerical order noted above. Unrepeated sections remain in effect until redefined. The above overview was taken from WMO's FM 92-XII GRIB description of the GRIB Edition 2 form. =============================================================================== GRIB2 Tables/Templates WMO's GRIB2 specification "FM 92-XII GRIB - General Regularly-distributed Information in Binary Form" contains descriptions of each template and code table information. This document can be found at http://www.wmo.ch/web/www/WMOCodes.html (PDF and MSWord formats are available) =============================================================================== GRIB2 Encoding Routines Since a GRIB2 message can contain gridded fields for many parameters on a number of different grids, several routines are used to encode a message. This should give users more flexibility in how to organize data within one or more GRIB2 messages. To start a new GRIB2 message, call function g2_create. G2_create encodes Sections 0 and 1 at the beginning of the message. This routine must be used to create each message. Routine g2_addlocal can be used to add a Local Use Section ( Section 2 ). Note that this section is optional and need not appear in a GRIB2 message. Function g2_addgrid is used to encode a grid definition into Section 3. This grid definition defines the geometry of the the data values in the fields that follow it. g2_addgrid can be called again to change the grid definition describing subsequent data fields. Each data field is added to the GRIB2 message using routine g2_addfield, which adds Sections 4, 5, 6, and 7 to the message. After all desired data fields have been added to the GRIB2 message, a call to function g2_gribend is needed to add the final section 8 to the message and to update the length of the message. A call to g2_gribend is required for each GRIB2 message. Please see the "GRIB2 Routine Documentation" section below for subroutine argument usage for the routines mentioned above. =============================================================================== GRIB2 Decoding Routines Routine g2_info can be used to find out how many Local Use sections and data fields are contained in a given GRIB2 message. This routine also returns all the information stored in Sections 0 and 1 of the GRIB2 message. g2_getfld can be used to get all information pertaining to the nth data field in the message. The subroutine returns all the unpacked metadata for each Section and Template in a gribfield structure, which is defined in include file grib2.h. An option exists that lets the user decide if the decoder should unpack the Bit-map ( if applicable ) and the data values or just return the field description information. Note that a struct gribfield is allocated by g2_getfld, and it also contains pointers to many arrays of data that are alloated during decoding. Because of this, users are encouraged to free up this memory, when it is no longer needed, by an explicit call to routine g2_free. Please see the "GRIB2 Routine Documentation" section below for subroutine argument usage for the routines mentioned above. =============================================================================== Decoding all GRIB2 Fields in a File Routines seekgb, g2_info and g2_getfld can be used to sequentially decode all the GRIB2 fields in a file. This is illustrated by the following example: #include #include #include "grib2.h" unsigned char *cgrib; g2int listsec0[3],listsec1[13],numlocal,numfields; long lskip,n,lgrib,iseek; int unpack,ret,ierr; gribfield *gfld; FILE *fptr; size_t lengrib; iseek=0; unpack=1; expand=1; fptr=fopen("inputgribfile","r"); for (;;) { seekgb(fptr,iseek,32000,&lskip,&lgrib); if (lgrib == 0) break; // end loop at EOF or problem cgrib=(unsigned char *)malloc(lgrib); ret=fseek(fptr,lskip,SEEK_SET); lengrib=fread(cgrib,sizeof(unsigned char),lgrib,fptr); iseek=lskip+lgrib; ierr=g2_info(cgrib,listsec0,listsec1,&numfields,&numlocal); for (n=0;nversion = GRIB edition number ( currently 2 ) // gfld->discipline = Message Discipline ( see Code Table 0.0 ) // gfld->idsect = Contains the entries in the Identification // Section ( Section 1 ) // This element is a pointer to an array // that holds the data. // gfld->idsect[0] = Identification of originating Centre // ( see Common Code Table C-1 ) // 7 - US National Weather Service // gfld->idsect[1] = Identification of originating Sub-centre // gfld->idsect[2] = GRIB Master Tables Version Number // ( see Code Table 1.0 ) // 0 - Experimental // 1 - Initial operational version number // gfld->idsect[3] = GRIB Local Tables Version Number // ( see Code Table 1.1 ) // 0 - Local tables not used // 1-254 - Number of local tables version used // gfld->idsect[4] = Significance of Reference Time (Code Table 1.2) // 0 - Analysis // 1 - Start of forecast // 2 - Verifying time of forecast // 3 - Observation time // gfld->idsect[5] = Year ( 4 digits ) // gfld->idsect[6] = Month // gfld->idsect[7) = Day // gfld->idsect[8] = Hour // gfld->idsect[9] = Minute // gfld->idsect[10] = Second // gfld->idsect[11] = Production status of processed data // ( see Code Table 1.3 ) // 0 - Operational products // 1 - Operational test products // 2 - Research products // 3 - Re-analysis products // gfld->idsect[12] = Type of processed data ( see Code Table 1.4 ) // 0 - Analysis products // 1 - Forecast products // 2 - Analysis and forecast products // 3 - Control forecast products // 4 - Perturbed forecast products // 5 - Control and perturbed forecast products // 6 - Processed satellite observations // 7 - Processed radar observations // gfld->idsectlen = Number of elements in gfld->idsect[]. // gfld->local = Pointer to character array containing contents // of Local Section 2, if included // gfld->locallen = length of array gfld->local[] // gfld->ifldnum = field number within GRIB message // gfld->griddef = Source of grid definition (see Code Table 3.0) // 0 - Specified in Code table 3.1 // 1 - Predetermined grid Defined by originating centre // gfld->ngrdpts = Number of grid points in the defined grid. // gfld->numoct_opt = Number of octets needed for each // additional grid points definition. // Used to define number of // points in each row ( or column ) for // non-regular grids. // = 0, if using regular grid. // gfld->interp_opt = Interpretation of list for optional points // definition. (Code Table 3.11) // gfld->igdtnum = Grid Definition Template Number (Code Table 3.1) // gfld->igdtmpl = Contains the data values for the specified Grid // Definition Template ( NN=gfld->igdtnum ). Each // element of this integer array contains an entry (in // the order specified) of Grid Defintion Template 3.NN // This element is a pointer to an array // that holds the data. // gfld->igdtlen = Number of elements in gfld->igdtmpl[]. i.e. number of // entries in Grid Defintion Template 3.NN // ( NN=gfld->igdtnum ). // gfld->list_opt = (Used if gfld->numoct_opt .ne. 0) This array // contains the number of grid points contained in // each row ( or column ). (part of Section 3) // This element is a pointer to an array // that holds the data. This pointer is nullified // if gfld->numoct_opt=0. // gfld->num_opt = (Used if gfld->numoct_opt .ne. 0) // The number of entries // in array ideflist. i.e. number of rows ( or columns ) // for which optional grid points are defined. This value // is set to zero, if gfld->numoct_opt=0. // gfdl->ipdtnum = Product Definition Template Number(see Code Table 4.0) // gfld->ipdtmpl = Contains the data values for the specified Product // Definition Template ( N=gfdl->ipdtnum ). Each element // of this integer array contains an entry (in the // order specified) of Product Defintion Template 4.N. // This element is a pointer to an array // that holds the data. // gfld->ipdtlen = Number of elements in gfld->ipdtmpl[]. i.e. number of // entries in Product Defintion Template 4.N // ( N=gfdl->ipdtnum ). // gfld->coord_list = Real array containing floating point values // intended to document the vertical discretisation // associated to model data on hybrid coordinate // vertical levels. (part of Section 4) // This element is a pointer to an array // that holds the data. // gfld->num_coord = number of values in array gfld->coord_list[]. // gfld->ndpts = Number of data points unpacked and returned. // gfld->idrtnum = Data Representation Template Number // ( see Code Table 5.0) // gfld->idrtmpl = Contains the data values for the specified Data // Representation Template ( N=gfld->idrtnum ). Each // element of this integer array contains an entry // (in the order specified) of Product Defintion // Template 5.N. // This element is a pointer to an array // that holds the data. // gfld->idrtlen = Number of elements in gfld->idrtmpl[]. i.e. number // of entries in Data Representation Template 5.N // ( N=gfld->idrtnum ). // gfld->unpacked = logical value indicating whether the bitmap and // data values were unpacked. If false, // gfld->bmap and gfld->fld pointers are nullified. // gfld->expanded = Logical value indicating whether the data field // was expanded to the grid in the case where a // bit-map is present. If true, the data points in // gfld->fld match the grid points and zeros were // inserted at grid points where data was bit-mapped // out. If false, the data values in gfld->fld were // not expanded to the grid and are just a consecutive // array of data points corresponding to each value of // "1" in gfld->bmap. // gfld->ibmap = Bitmap indicator ( see Code Table 6.0 ) // 0 = bitmap applies and is included in Section 6. // 1-253 = Predefined bitmap applies // 254 = Previously defined bitmap applies to this field // 255 = Bit map does not apply to this product. // gfld->bmap = integer array containing decoded bitmap, // if gfld->ibmap=0 or gfld->ibap=254. // Otherwise nullified. // This element is a pointer to an array // that holds the data. // gfld->fld = Array of gfld->ndpts unpacked data points. // This element is a pointer to an array // that holds the data. /////////////////////////////////////////////////////////////////////////// //$$$ SUBPROGRAM DOCUMENTATION BLOCK //////////////////////////////////// // // SUBPROGRAM: seekgb Searches a file for the next GRIB message. // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-28 // // ABSTRACT: This subprogram searches a file for the next GRIB Message. // The search is done starting at byte offset iseek of the file referenced // by lugb for mseek bytes at a time. // If found, the starting position and length of the message are returned // in lskip and lgrib, respectively. // The search is terminated when an EOF or I/O error is encountered. // // PROGRAM HISTORY LOG: // 2002-10-28 GILBERT Modified from Iredell's skgb subroutine // // USAGE: seekgb(FILE *lugb,long iseek,long mseek,int *lskip,int *lgrib) // INPUT ARGUMENTS: // lugb - FILE pointer for the file to search. File must be // opened before this routine is called. // iseek - number of bytes in the file to skip before search // mseek - number of bytes to search at a time // OUTPUT ARGUMENTS: // lskip - number of bytes to skip from the beggining of the file // to where the GRIB message starts // lgrib - number of bytes in message (set to 0, if no message found) // // ATTRIBUTES: // LANGUAGE: C // ////////////////////////////////////////////////////////////////////////// //$$$ SUBPROGRAM DOCUMENTATION BLOCK /////////////////////////////////// // . . . . // SUBPROGRAM: g2_info // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-28 // // ABSTRACT: This subroutine searches through a GRIB2 message and // returns the number of gridded fields found in the message and // the number (and maximum size) of Local Use Sections. // Also various checks are performed // to see if the message is a valid GRIB2 message. // // PROGRAM HISTORY LOG: // 2002-10-28 Gilbert // // USAGE: int g2_info(unsigned char *cgrib,g2int *listsec0,g2int *listsec1, // g2int *numfields,g2int *numlocal) // INPUT ARGUMENT: // cgrib - Character pointer to the GRIB2 message // // OUTPUT ARGUMENTS: // listsec0 - pointer to an array containing information decoded from // GRIB Indicator Section 0. // Must be allocated with >= 3 elements. // listsec0[0]=Discipline-GRIB Master Table Number // (see Code Table 0.0) // listsec0[1]=GRIB Edition Number (currently 2) // listsec0[2]=Length of GRIB message // listsec1 - pointer to an array containing information read from GRIB // Identification Section 1. // Must be allocated with >= 13 elements. // listsec1[0]=Id of orginating centre (Common Code Table C-1) // listsec1[1]=Id of orginating sub-centre (local table) // listsec1[2]=GRIB Master Tables Version Number (Code Table 1.0) // listsec1[3]=GRIB Local Tables Version Number // listsec1[4]=Significance of Reference Time (Code Table 1.1) // listsec1[5]=Reference Time - Year (4 digits) // listsec1[6]=Reference Time - Month // listsec1[7]=Reference Time - Day // listsec1[8]=Reference Time - Hour // listsec1[9]=Reference Time - Minute // listsec1[10]=Reference Time - Second // listsec1[11]=Production status of data (Code Table 1.2) // listsec1[12]=Type of processed data (Code Table 1.3) // numfields- The number of gridded fields found in the GRIB message. // That is, the number of occurences of Sections 4 - 7. // numlocal - The number of Local Use Sections ( Section 2 ) found in // the GRIB message. // // RETURN VALUES: // ierr - Error return code. // 0 = no error // 1 = Beginning characters "GRIB" not found. // 2 = GRIB message is not Edition 2. // 3 = Could not find Section 1, where expected. // 4 = End string "7777" found, but not where expected. // 5 = End string "7777" not found at end of message. // 6 = Invalid section number found. // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // ////////////////////////////////////////////////////////////////////////// //$$$ SUBPROGRAM DOCUMENTATION BLOCK /////////////////////////////////// // . . . . // SUBPROGRAM: g2_getfld // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-28 // // ABSTRACT: This subroutine returns all the metadata, template values, // Bit-map ( if applicable ), and the unpacked data for a given data // field. All of the information returned is stored in a gribfield // structure, which is defined in file grib2.h. // Users of this routine will need to include "grib2.h" in their source // code that calls this routine. Each component of the gribfield // struct is also described in the OUTPUT ARGUMENTS section below. // // Since there can be multiple data fields packed into a GRIB2 // message, the calling routine indicates which field is being requested // with the ifldnum argument. // // PROGRAM HISTORY LOG: // 2002-10-28 Gilbert // // USAGE: #include "grib2.h" // int g2_getfld(unsigned char *cgrib,g2int ifldnum,g2int unpack, // g2int expand,gribfield **gfld) // INPUT ARGUMENTS: // cgrib - Character pointer to the GRIB2 message // ifldnum - Specifies which field in the GRIB2 message to return. // unpack - Boolean value indicating whether to unpack bitmap/data // 1 = unpack bitmap and data values // 0 = do not unpack bitmap and data values // expand - Boolean value indicating whether the data points should be // expanded to the correspond grid, if a bit-map is present. // 1 = if possible, expand data field to grid, inserting zero // values at gridpoints that are bitmapped out. // (SEE REMARKS2) // 0 = do not expand data field, leaving it an array of // consecutive data points for each "1" in the bitmap. // This argument is ignored if unpack == 0 OR if the // returned field does not contain a bit-map. // // OUTPUT ARGUMENT: // gribfield gfld; - pointer to structure gribfield containing // all decoded data for the data field. // // gfld->version = GRIB edition number ( currently 2 ) // gfld->discipline = Message Discipline ( see Code Table 0.0 ) // gfld->idsect = Contains the entries in the Identification // Section ( Section 1 ) // This element is a pointer to an array // that holds the data. // gfld->idsect[0] = Identification of originating Centre // ( see Common Code Table C-1 ) // 7 - US National Weather Service // gfld->idsect[1] = Identification of originating Sub-centre // gfld->idsect[2] = GRIB Master Tables Version Number // ( see Code Table 1.0 ) // 0 - Experimental // 1 - Initial operational version number // gfld->idsect[3] = GRIB Local Tables Version Number // ( see Code Table 1.1 ) // 0 - Local tables not used // 1-254 - Number of local tables version used // gfld->idsect[4] = Significance of Reference Time (Code Table 1.2) // 0 - Analysis // 1 - Start of forecast // 2 - Verifying time of forecast // 3 - Observation time // gfld->idsect[5] = Year ( 4 digits ) // gfld->idsect[6] = Month // gfld->idsect[7) = Day // gfld->idsect[8] = Hour // gfld->idsect[9] = Minute // gfld->idsect[10] = Second // gfld->idsect[11] = Production status of processed data // ( see Code Table 1.3 ) // 0 - Operational products // 1 - Operational test products // 2 - Research products // 3 - Re-analysis products // gfld->idsect[12] = Type of processed data ( see Code Table 1.4 ) // 0 - Analysis products // 1 - Forecast products // 2 - Analysis and forecast products // 3 - Control forecast products // 4 - Perturbed forecast products // 5 - Control and perturbed forecast products // 6 - Processed satellite observations // 7 - Processed radar observations // gfld->idsectlen = Number of elements in gfld->idsect[]. // gfld->local = Pointer to character array containing contents // of Local Section 2, if included // gfld->locallen = length of array gfld->local[] // gfld->ifldnum = field number within GRIB message // gfld->griddef = Source of grid definition (see Code Table 3.0) // 0 - Specified in Code table 3.1 // 1 - Predetermined grid Defined by originating centre // gfld->ngrdpts = Number of grid points in the defined grid. // gfld->numoct_opt = Number of octets needed for each // additional grid points definition. // Used to define number of // points in each row ( or column ) for // non-regular grids. // = 0, if using regular grid. // gfld->interp_opt = Interpretation of list for optional points // definition. (Code Table 3.11) // gfld->igdtnum = Grid Definition Template Number (Code Table 3.1) // gfld->igdtmpl = Contains the data values for the specified Grid // Definition Template ( NN=gfld->igdtnum ). Each // element of this integer array contains an entry (in // the order specified) of Grid Defintion Template 3.NN // This element is a pointer to an array // that holds the data. // gfld->igdtlen = Number of elements in gfld->igdtmpl[]. i.e. number of // entries in Grid Defintion Template 3.NN // ( NN=gfld->igdtnum ). // gfld->list_opt = (Used if gfld->numoct_opt .ne. 0) This array // contains the number of grid points contained in // each row ( or column ). (part of Section 3) // This element is a pointer to an array // that holds the data. This pointer is nullified // if gfld->numoct_opt=0. // gfld->num_opt = (Used if gfld->numoct_opt .ne. 0) // The number of entries // in array ideflist. i.e. number of rows ( or columns ) // for which optional grid points are defined. This value // is set to zero, if gfld->numoct_opt=0. // gfdl->ipdtnum = Product Definition Template Number(see Code Table 4.0) // gfld->ipdtmpl = Contains the data values for the specified Product // Definition Template ( N=gfdl->ipdtnum ). Each element // of this integer array contains an entry (in the // order specified) of Product Defintion Template 4.N. // This element is a pointer to an array // that holds the data. // gfld->ipdtlen = Number of elements in gfld->ipdtmpl[]. i.e. number of // entries in Product Defintion Template 4.N // ( N=gfdl->ipdtnum ). // gfld->coord_list = Real array containing floating point values // intended to document the vertical discretisation // associated to model data on hybrid coordinate // vertical levels. (part of Section 4) // This element is a pointer to an array // that holds the data. // gfld->num_coord = number of values in array gfld->coord_list[]. // gfld->ndpts = Number of data points unpacked and returned. // gfld->idrtnum = Data Representation Template Number // ( see Code Table 5.0) // gfld->idrtmpl = Contains the data values for the specified Data // Representation Template ( N=gfld->idrtnum ). Each // element of this integer array contains an entry // (in the order specified) of Product Defintion // Template 5.N. // This element is a pointer to an array // that holds the data. // gfld->idrtlen = Number of elements in gfld->idrtmpl[]. i.e. number // of entries in Data Representation Template 5.N // ( N=gfld->idrtnum ). // gfld->unpacked = logical value indicating whether the bitmap and // data values were unpacked. If false, // gfld->bmap and gfld->fld pointers are nullified. // gfld->expanded = Logical value indicating whether the data field // was expanded to the grid in the case where a // bit-map is present. If true, the data points in // gfld->fld match the grid points and zeros were // inserted at grid points where data was bit-mapped // out. If false, the data values in gfld->fld were // not expanded to the grid and are just a consecutive // array of data points corresponding to each value of // "1" in gfld->bmap. // gfld->ibmap = Bitmap indicator ( see Code Table 6.0 ) // 0 = bitmap applies and is included in Section 6. // 1-253 = Predefined bitmap applies // 254 = Previously defined bitmap applies to this field // 255 = Bit map does not apply to this product. // gfld->bmap = integer array containing decoded bitmap, // if gfld->ibmap=0 or gfld->ibap=254. Otherwise nullified // This element is a pointer to an array // that holds the data. // gfld->fld = Array of gfld->ndpts unpacked data points. // This element is a pointer to an array // that holds the data. // // // RETURN VALUES: // ierr - Error return code. // 0 = no error // 1 = Beginning characters "GRIB" not found. // 2 = GRIB message is not Edition 2. // 3 = The data field request number was not positive. // 4 = End string "7777" found, but not where expected. // 6 = GRIB message did not contain the requested number of // data fields. // 7 = End string "7777" not found at end of message. // 8 = Unrecognized Section encountered. // 9 = Data Representation Template 5.NN not yet implemented. // 15 = Error unpacking Section 1. // 16 = Error unpacking Section 2. // 10 = Error unpacking Section 3. // 11 = Error unpacking Section 4. // 12 = Error unpacking Section 5. // 13 = Error unpacking Section 6. // 14 = Error unpacking Section 7. // // REMARKS: Note that struct gribfield is allocated by this routine and it // also contains pointers to many arrays of data that were allocated // during decoding. Users are encouraged to free up this memory, // when it is no longer needed, by an explicit call to routine g2_free. // EXAMPLE: // #include "grib2.h" // gribfield *gfld; // ret=g2_getfld(cgrib,1,1,1,&gfld); // ... // g2_free(gfld); // // Routine g2_info can be used to first determine // how many data fields exist in a given GRIB message. // // REMARKS2: It may not always be possible to expand a bit-mapped data field. // If a pre-defined bit-map is used and not included in the GRIB2 // message itself, this routine would not have the necessary // information to expand the data. In this case, gfld->expanded would // would be set to 0 (false), regardless of the value of input // argument expand. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // /////////////////////////////////////////////////////////////////////////// //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_create // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-31 // // ABSTRACT: This routine initializes a new GRIB2 message and packs // GRIB2 sections 0 (Indicator Section) and 1 (Identification Section). // This routine is used with routines "g2_addlocal", "g2_addgrid", // "g2_addfield", and "g2_gribend" to create a complete GRIB2 message. // g2_create must be called first to initialize a new GRIB2 message. // Also, a call to g2_gribend is required to complete GRIB2 message // after all fields have been added. // // PROGRAM HISTORY LOG: // 2002-10-31 Gilbert // // USAGE: int g2_create(unsigned char *cgrib,long *listsec0,long *listsec1) // INPUT ARGUMENTS: // cgrib - Character array to contain the GRIB2 message // listsec0 - Contains information needed for GRIB Indicator Section 0. // Must be dimensioned >= 2. // listsec0[0]=Discipline-GRIB Master Table Number // (see Code Table 0.0) // listsec0[1]=GRIB Edition Number (currently 2) // listsec1 - Contains information needed for GRIB Identification Section 1. // Must be dimensioned >= 13. // listsec1[0]=Id of orginating centre (Common Code Table C-1) // listsec1[1]=Id of orginating sub-centre (local table) // listsec1[2]=GRIB Master Tables Version Number (Code Table 1.0) // listsec1[3]=GRIB Local Tables Version Number (Code Table 1.1) // listsec1[4]=Significance of Reference Time (Code Table 1.2) // listsec1[5]=Reference Time - Year (4 digits) // listsec1[6]=Reference Time - Month // listsec1[7]=Reference Time - Day // listsec1[8]=Reference Time - Hour // listsec1[9]=Reference Time - Minute // listsec1[10]=Reference Time - Second // listsec1[11]=Production status of data (Code Table 1.3) // listsec1[12]=Type of processed data (Code Table 1.4) // // OUTPUT ARGUMENTS: // cgrib - Char array to contain the new GRIB2 message. // Must be allocated large enough to store the entire // GRIB2 message. // // RETURN VALUES: // ierr - return code. // > 0 = Current size of new GRIB2 message // -1 = Tried to use for version other than GRIB Edition 2 // // REMARKS: This routine is intended for use with routines "g2_addlocal", // "g2_addgrid", "g2_addfield", and "g2_gribend" to create a complete // GRIB2 message. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_addlocal // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-11-01 // // ABSTRACT: This routine adds a Local Use Section (Section 2) to // a GRIB2 message. It is used with routines "g2_create", // "g2_addgrid", "g2_addfield", // and "g2_gribend" to create a complete GRIB2 message. // g2_create must be called first to initialize a new GRIB2 message. // // PROGRAM HISTORY LOG: // 2002-11-01 Gilbert // // USAGE: int g2_addlocal(unsigned char *cgrib,unsigned char *csec2, // long lcsec2) // INPUT ARGUMENTS: // cgrib - Char array that contains the GRIB2 message to which section // 2 should be added. // csec2 - Character array containing information to be added in // Section 2. // lcsec2 - Number of bytes of character array csec2 to be added to // Section 2. // // OUTPUT ARGUMENT: // cgrib - Char array to contain the updated GRIB2 message. // Must be allocated large enough to store the entire // GRIB2 message. // // RETURN VALUES: // ierr - Return code. // > 0 = Current size of updated GRIB2 message // -1 = GRIB message was not initialized. Need to call // routine gribcreate first. // -2 = GRIB message already complete. Cannot add new section. // -3 = Sum of Section byte counts doesn't add to total byte count // -4 = Previous Section was not 1 or 7. // // REMARKS: Note that the Local Use Section ( Section 2 ) can only follow // Section 1 or Section 7 in a GRIB2 message. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_addgrid // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-11-01 // // ABSTRACT: This routine packs up a Grid Definition Section (Section 3) // and adds it to a GRIB2 message. It is used with routines "g2_create", // "g2_addlocal", "g2_addfield", // and "g2_gribend" to create a complete GRIB2 message. // g2_create must be called first to initialize a new GRIB2 message. // // PROGRAM HISTORY LOG: // 2002-11-01 Gilbert // // USAGE: int g2_addgrid(unsigned char *cgrib,long *igds,g2int *igdstmpl, // long *ideflist,long idefnum) // INPUT ARGUMENTS: // cgrib - Char array that contains the GRIB2 message to which // section should be added. // igds - Contains information needed for GRIB Grid Definition Section 3 // Must be dimensioned >= 5. // igds[0]=Source of grid definition (see Code Table 3.0) // igds[1]=Number of grid points in the defined grid. // igds[2]=Number of octets needed for each // additional grid points definition. // Used to define number of // points in each row ( or column ) for // non-regular grids. // = 0, if using regular grid. // igds[3]=Interpretation of list for optional points // definition. (Code Table 3.11) // igds[4]=Grid Definition Template Number (Code Table 3.1) // igdstmpl - Contains the data values for the specified Grid Definition // Template ( NN=igds[4] ). Each element of this integer // array contains an entry (in the order specified) of Grid // Defintion Template 3.NN // ideflist - (Used if igds[2] != 0) This array contains the // number of grid points contained in each row ( or column ) // idefnum - (Used if igds[2] != 0) The number of entries // in array ideflist. i.e. number of rows ( or columns ) // for which optional grid points are defined. // // OUTPUT ARGUMENTS: // cgrib - Char array to contain the updated GRIB2 message. // Must be allocated large enough to store the entire // GRIB2 message. // // RETURN VALUES: // ierr - Return code. // > 0 = Current size of updated GRIB2 message // -1 = GRIB message was not initialized. Need to call // routine gribcreate first. // -2 = GRIB message already complete. Cannot add new section. // -3 = Sum of Section byte counts doesn't add to total byte count // -4 = Previous Section was not 1, 2 or 7. // -5 = Could not find requested Grid Definition Template. // // REMARKS: Note that the Grid Def Section ( Section 3 ) can only follow // Section 1, 2 or Section 7 in a GRIB2 message. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_addfield // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-11-05 // // ABSTRACT: This routine packs up Sections 4 through 7 for a given field // and adds them to a GRIB2 message. They are Product Definition Section, // Data Representation Section, Bit-Map Section and Data Section, // respectively. // This routine is used with routines "g2_create", "g2_addlocal", // "g2_addgrid", and "g2_gribend" to create a complete GRIB2 message. // g2_create must be called first to initialize a new GRIB2 message. // Also, routine g2_addgrid must be called after g2_create and // before this routine to add the appropriate grid description to // the GRIB2 message. Also, a call to g2_gribend is required to complete // GRIB2 message after all fields have been added. // // PROGRAM HISTORY LOG: // 2002-11-05 Gilbert // // USAGE: int g2_addfield(unsigned char *cgrib,g2int ipdsnum,g2int *ipdstmpl, // g2float *coordlist,g2int numcoord,g2int idrsnum,g2int *idrstmpl, // g2float *fld,g2int ngrdpts,g2int ibmap,g2int *bmap) // INPUT ARGUMENT LIST: // cgrib - Char array that contains the GRIB2 message to which sections // 4 through 7 should be added. // ipdsnum - Product Definition Template Number ( see Code Table 4.0) // ipdstmpl - Contains the data values for the specified Product Definition // Template ( N=ipdsnum ). Each element of this integer // array contains an entry (in the order specified) of Product // Defintion Template 4.N // coordlist- Array containg floating point values intended to document // the vertical discretisation associated to model data // on hybrid coordinate vertical levels. // numcoord - number of values in array coordlist. // idrsnum - Data Representation Template Number ( see Code Table 5.0 ) // idrstmpl - Contains the data values for the specified Data Representation // Template ( N=idrsnum ). Each element of this integer // array contains an entry (in the order specified) of Data // Representation Template 5.N // Note that some values in this template (eg. reference // values, number of bits, etc...) may be changed by the // data packing algorithms. // Use this to specify scaling factors and order of // spatial differencing, if desired. // fld[] - Array of data points to pack. // ngrdpts - Number of data points in grid. // i.e. size of fld and bmap. // ibmap - Bitmap indicator ( see Code Table 6.0 ) // 0 = bitmap applies and is included in Section 6. // 1-253 = Predefined bitmap applies // 254 = Previously defined bitmap applies to this field // 255 = Bit map does not apply to this product. // bmap[] - Integer array containing bitmap to be added. ( if ibmap=0 ) // // OUTPUT ARGUMENT LIST: // cgrib - Character array to contain the updated GRIB2 message. // Must be allocated large enough to store the entire // GRIB2 message. // // RETURN VALUES: // ierr - Return code. // > 0 = Current size of updated GRIB2 message // -1 = GRIB message was not initialized. Need to call // routine gribcreate first. // -2 = GRIB message already complete. Cannot add new section. // -3 = Sum of Section byte counts doesn't add to total byte count // -4 = Previous Section was not 3 or 7. // -5 = Could not find requested Product Definition Template. // -6 = Section 3 (GDS) not previously defined in message // -7 = Tried to use unsupported Data Representationi Template // -8 = Specified use of a previously defined bitmap, but one // does not exist in the GRIB message. // // REMARKS: Note that the Sections 4 through 7 can only follow // Section 3 or Section 7 in a GRIB2 message. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: g2_gribend // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-31 // // ABSTRACT: This routine finalizes a GRIB2 message after all grids // and fields have been added. It adds the End Section ( "7777" ) // to the end of the GRIB message and calculates the length and stores // it in the appropriate place in Section 0. // This routine is used with routines "g2_create", "g2_addlocal", // "g2_addgrid", and "g2_addfield" to create a complete GRIB2 message. // g2_create must be called first to initialize a new GRIB2 message. // // PROGRAM HISTORY LOG: // 2002-10-31 Gilbert // // USAGE: int g2_gribend(unsigned char *cgrib) // INPUT ARGUMENT: // cgrib - Char array containing all the data sections added // be previous calls to g2_create, g2_addlocal, g2_addgrid, // and g2_addfield. // // OUTPUT ARGUMENTS: // cgrib - Char array containing the finalized GRIB2 message // // RETURN VALUES: // ierr - Return code. // > 0 = Length of the final GRIB2 message in bytes. // -1 = GRIB message was not initialized. Need to call // routine g2_create first. // -2 = GRIB message already complete. // -3 = Sum of Section byte counts doesn't add to total byte count // -4 = Previous Section was not 7. // // REMARKS: This routine is intended for use with routines "g2_create", // "g2_addlocal", "g2_addgrid", and "g2_addfield" to create a complete // GRIB2 message. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ pygrib-1.9.8/g2clib_src/gridtemplates.c000077500000000000000000000135731224541055300200630ustar00rootroot00000000000000#include #include "grib2.h" #include "gridtemplates.h" g2int getgridindex(g2int number) /*!$$$ SUBPROGRAM DOCUMENTATION BLOCK ! . . . . ! SUBPROGRAM: getgridindex ! PRGMMR: Gilbert ORG: W/NP11 DATE: 2001-06-28 ! ! ABSTRACT: This function returns the index of specified Grid ! Definition Template 3.NN (NN=number) in array templates. ! ! PROGRAM HISTORY LOG: ! 2001-06-28 Gilbert ! 2007-08-16 Vuong - Added GDT 3.204 Curvilinear Orthogonal Grid ! 2008-07-08 Vuong - Added GDT 3.32768 Rotate Lat/Lon E-grid (Arakawa) ! 2009-01-14 Vuong - Changed structure name template to gtemplate ! 2010-05-11 Vuong - Added GDT 3.32769 Rotate Lat/Lon Non-E Staggered grid (Arakawa) ! ! USAGE: index=getgridindex(number) ! INPUT ARGUMENT LIST: ! number - NN, indicating the number of the Grid Definition ! Template 3.NN that is being requested. ! ! RETURNS: Index of GDT 3.NN in array templates, if template exists. ! = -1, otherwise. ! ! REMARKS: None ! ! ATTRIBUTES: ! LANGUAGE: C ! MACHINE: IBM SP ! !$$$*/ { g2int j,getgridindex=-1; for (j=0;jtype=3; new->num=templatesgrid[index].template_num; new->maplen=templatesgrid[index].mapgridlen; new->needext=templatesgrid[index].needext; new->map=(g2int *)templatesgrid[index].mapgrid; new->extlen=0; new->ext=0; //NULL return(new); } else { printf("getgridtemplate: GDT Template 3.%d not defined.\n",(int)number); return(0); //NULL } return(0); //NULL } gtemplate *extgridtemplate(g2int number,g2int *list) /*!$$$ SUBPROGRAM DOCUMENTATION BLOCK ! . . . . ! SUBPROGRAM: extgridtemplate ! PRGMMR: Gilbert ORG: W/NP11 DATE: 2000-05-09 ! ! ABSTRACT: This subroutine generates the remaining octet map for a ! given Grid Definition Template, if required. Some Templates can ! vary depending on data values given in an earlier part of the ! Template, and it is necessary to know some of the earlier entry ! values to generate the full octet map of the Template. ! ! PROGRAM HISTORY LOG: ! 2000-05-09 Gilbert ! 2008-07-08 Vuong - Added GDT 3.32768 Rotate Lat/Lon E-grid (Arakawa) ! 2009-01-14 Vuong - Changed structure name template to gtemplate ! 2010-05-11 Vuong - Added GDT 3.32769 Rotate Lat/Lon Non-E Staggered grid (Arakawa) ! ! USAGE: CALL extgridtemplate(number,list) ! INPUT ARGUMENT LIST: ! number - NN, indicating the number of the Grid Definition ! Template 3.NN that is being requested. ! list() - The list of values for each entry in ! the Grid Definition Template. ! ! RETURN VALUE: ! - Pointer to the returned template struct. ! Returns NULL pointer, if template not found. ! ! ATTRIBUTES: ! LANGUAGE: C ! MACHINE: IBM SP ! !$$$*/ { gtemplate *new; g2int index,i; index=getgridindex(number); if (index == -1) return(0); new=getgridtemplate(number); if ( ! new->needext ) return(new); if ( number == 120 ) { new->extlen=list[1]*2; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (i=0;iextlen;i++) { if ( i%2 == 0 ) { new->ext[i]=2; } else { new->ext[i]=-2; } } } else if ( number == 1000 ) { new->extlen=list[19]; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (i=0;iextlen;i++) { new->ext[i]=4; } } else if ( number == 1200 ) { new->extlen=list[15]; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (i=0;iextlen;i++) { new->ext[i]=4; } } return(new); } pygrib-1.9.8/g2clib_src/gridtemplates.h000077500000000000000000000123371224541055300200650ustar00rootroot00000000000000#ifndef _gridtemplates_H #define _gridtemplates_H #include "grib2.h" // PRGMMR: Gilbert ORG: W/NP11 DATE: 2001-10-26 // // ABSTRACT: This Fortran Module contains info on all the available // GRIB2 Grid Definition Templates used in Section 3 (GDS). // The information decribing each template is stored in the // gridtemplate structure defined below. // // Each Template has three parts: The number of entries in the template // (mapgridlen); A map of the template (mapgrid), which contains the // number of octets in which to pack each of the template values; and // a logical value (needext) that indicates whether the Template needs // to be extended. In some cases the number of entries in a template // can vary depending upon values specified in the "static" part of // the template. ( See Template 3.120 as an example ) // // NOTE: Array mapgrid contains the number of octets in which the // corresponding template values will be stored. A negative value in // mapgrid is used to indicate that the corresponding template entry can // contain negative values. This information is used later when packing // (or unpacking) the template data values. Negative data values in GRIB // are stored with the left most bit set to one, and a negative number // of octets value in mapgrid[] indicates that this possibility should // be considered. The number of octets used to store the data value // in this case would be the absolute value of the negative value in // mapgrid[]. // // PROGRAM HISTORY LOG: // // 2001-10-26 Gilbert // 2007-08-16 Vuong - Added GDT 3.204 Curvilinear Orthogonal Grid // 2008-07-08 Vuong - Added GDT 3.32768 Rot Lat/Lon E-grid (Arakawa) // 2010-05-11 Vuong - Added GDT 3.32769 Rotate Lat/Lon Non-E Staggered grid (Arakawa) // //////////////////////////////////////////////////////////////////// #define MAXGRIDTEMP 26 // maximum number of templates #define MAXGRIDMAPLEN 200 // maximum template map length struct gridtemplate { g2int template_num; g2int mapgridlen; g2int needext; g2int mapgrid[MAXGRIDMAPLEN]; }; const struct gridtemplate templatesgrid[MAXGRIDTEMP] = { // 3.0: Lat/Lon grid { 0, 19, 0, {1,1,4,1,4,1,4,4,4,4,4,-4,4,1,-4,4,4,4,1} }, // 3.1: Rotated Lat/Lon grid { 1, 22, 0, {1,1,4,1,4,1,4,4,4,4,4,-4,4,1,-4,4,4,4,1,-4,4,4} }, // 3.2: Stretched Lat/Lon grid { 2, 22, 0, {1,1,4,1,4,1,4,4,4,4,4,-4,4,1,-4,4,4,4,1,-4,4,-4} }, // 3.3: Stretched & Rotated Lat/Lon grid { 3, 25, 0, {1,1,4,1,4,1,4,4,4,4,4,-4,4,1,-4,4,4,4,1,-4,4,4,-4,4,-4} }, // 3.10: Mercator {10, 19, 0, {1,1,4,1,4,1,4,4,4,-4,4,1,-4,-4,4,1,4,4,4} }, // 3.20: Polar Stereographic Projection {20, 18, 0, {1,1,4,1,4,1,4,4,4,-4,4,1,-4,4,4,4,1,1} }, // 3.30: Lambert Conformal {30, 22, 0, {1,1,4,1,4,1,4,4,4,-4,4,1,-4,4,4,4,1,1,-4,-4,-4,4} }, // 3.31: Albers equal area {31, 22, 0, {1,1,4,1,4,1,4,4,4,-4,4,1,-4,4,4,4,1,1,-4,-4,-4,4} }, // 3.40: Guassian Lat/Lon {40, 19, 0, {1,1,4,1,4,1,4,4,4,4,4,-4,4,1,-4,4,4,4,1} }, // 3.41: Rotated Gaussian Lat/Lon {41, 22, 0, {1,1,4,1,4,1,4,4,4,4,4,-4,4,1,-4,4,4,4,1,-4,4,4} }, // 3.42: Stretched Gaussian Lat/Lon {42, 22, 0, {1,1,4,1,4,1,4,4,4,4,4,-4,4,1,-4,4,4,4,1,-4,4,-4} }, // 3.43: Stretched and Rotated Gaussian Lat/Lon {43, 25, 0, {1,1,4,1,4,1,4,4,4,4,4,-4,4,1,-4,4,4,4,1,-4,4,4,-4,4,-4} }, // 3.50: Spherical Harmonic Coefficients {50, 5, 0, {4,4,4,1,1} }, // 3.51: Rotated Spherical Harmonic Coefficients {51, 8, 0, {4,4,4,1,1,-4,4,4} }, // 3.52: Stretched Spherical Harmonic Coefficients {52, 8, 0, {4,4,4,1,1,-4,4,-4} }, // 3.53: Stretched and Rotated Spherical Harmonic Coefficients {53, 11, 0, {4,4,4,1,1,-4,4,4,-4,4,-4} }, // 3.90: Space View Perspective or orthographic {90, 21, 0, {1,1,4,1,4,1,4,4,4,-4,4,1,4,4,4,4,1,4,4,4,4} }, // 3.100: Triangular grid based on an icosahedron {100, 11, 0, {1,1,2,1,-4,4,4,1,1,1,4} }, // 3.110: Equatorial Azimuthal equidistant {110, 16, 0, {1,1,4,1,4,1,4,4,4,-4,4,1,4,4,1,1} }, // 3.120: Azimuth-range projection {120, 7, 1, {4,4,-4,4,4,4,1} }, // 3.204: Curvilinear Orthogonal Grid {204, 19, 0, {1,1,4,1,4,1,4,4,4,4,4,-4,4,1,-4,4,4,4,1} }, // 3.32768: Rot Lat/Lon E-grid (Arakawa) {32768, 19, 0, {1,1,4,1,4,1,4,4,4,4,4,-4,4,1,-4,4,4,4,1} }, // 3.32769: Rot Lat/Lon Non-E Staggered grid (Arakawa) {32769, 21, 0, {1,1,4,1,4,1,4,4,4,4,4,-4,4,1,-4,4,4,4,1,4,4} }, // 3.1000: Cross Section Grid {1000, 20, 1, {1,1,4,1,4,1,4,4,4,4,-4,4,1,4,4,1,2,1,1,2} }, // 3.1100: Hovmoller Diagram Grid {1100, 28, 0, {1,1,4,1,4,1,4,4,4,4,-4,4,1,-4,4,1,4,1,-4,1,1,-4,2,1,1,1,1,1} }, // 3.1200: Time Section Grid {1200, 16, 1, {4,1,-4,1,1,-4,2,1,1,1,1,1,2,1,1,2} } } ; #endif /* _gridtemplates_H */ pygrib-1.9.8/g2clib_src/int_power.c000077500000000000000000000007161224541055300172200ustar00rootroot00000000000000#include "grib2.h" /* * w. ebisuzaki * * return x**y * * * input: double x * int y */ double int_power(double x, g2int y) { double value; if (y < 0) { y = -y; x = 1.0 / x; } value = 1.0; while (y) { if (y & 1) { value *= x; } x = x * x; y >>= 1; } return value; } pygrib-1.9.8/g2clib_src/jpcpack.c000077500000000000000000000151231224541055300166230ustar00rootroot00000000000000#include #include #include "grib2.h" int enc_jpeg2000(unsigned char *,g2int ,g2int ,g2int , g2int , g2int, g2int , char *, g2int ); void jpcpack(g2float *fld,g2int width,g2int height,g2int *idrstmpl, unsigned char *cpack,g2int *lcpack) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: jpcpack // PRGMMR: Gilbert ORG: W/NP11 DATE: 2003-08-17 // // ABSTRACT: This subroutine packs up a data field into a JPEG2000 code stream. // After the data field is scaled, and the reference value is subtracted out, // it is treated as a grayscale image and passed to a JPEG2000 encoder. // It also fills in GRIB2 Data Representation Template 5.40 or 5.40000 with // the appropriate values. // // PROGRAM HISTORY LOG: // 2003-08-17 Gilbert // 2004-11-92 Gilbert - Fixed bug encountered when packing a near constant // field. // 2004-07-19 Gilbert - Added check on whether the jpeg2000 encoding was // successful. If not, try again with different encoder // options. // 2005-05-10 Gilbert - Imposed minimum size on cpack, used to hold encoded // bit string. // // USAGE: jpcpack(g2float *fld,g2int width,g2int height,g2int *idrstmpl, // unsigned char *cpack,g2int *lcpack); // INPUT ARGUMENT LIST: // fld[] - Contains the data values to pack // width - number of points in the x direction // height - number of points in the y direction // idrstmpl - Contains the array of values for Data Representation // Template 5.40 or 5.40000 // [0] = Reference value - ignored on input // [1] = Binary Scale Factor // [2] = Decimal Scale Factor // [3] = number of bits for each data value - ignored on input // [4] = Original field type - currently ignored on input // Data values assumed to be reals. // [5] = 0 - use lossless compression // = 1 - use lossy compression // [6] = Desired compression ratio, if idrstmpl[5]=1. // Set to 255, if idrstmpl[5]=0. // lcpack - size of array cpack[] // // OUTPUT ARGUMENT LIST: // idrstmpl - Contains the array of values for Data Representation // Template 5.0 // [0] = Reference value - set by jpcpack routine. // [1] = Binary Scale Factor - unchanged from input // [2] = Decimal Scale Factor - unchanged from input // [3] = Number of bits containing each grayscale pixel value // [4] = Original field type - currently set = 0 on output. // Data values assumed to be reals. // [5] = 0 - use lossless compression // = 1 - use lossy compression // [6] = Desired compression ratio, if idrstmpl[5]=1 // cpack - The packed data field // lcpack - length of packed field in cpack. // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: IBM SP // //$$$ { g2int *ifld; static g2float alog2=0.69314718; // ln(2.0) g2int j,nbits,imin,imax,maxdif; g2int ndpts,nbytes,nsize,retry; g2float bscale,dscale,rmax,rmin,temp; unsigned char *ctemp; ifld=0; ndpts=width*height; bscale=int_power(2.0,-idrstmpl[1]); dscale=int_power(10.0,idrstmpl[2]); // // Find max and min values in the data // rmax=fld[0]; rmin=fld[0]; for (j=1;j rmax) rmax=fld[j]; if (fld[j] < rmin) rmin=fld[j]; } if (idrstmpl[1] == 0) maxdif = (g2int) (rint(rmax*dscale) - rint(rmin*dscale)); else maxdif = (g2int)rint( (rmax-rmin)*dscale*bscale ); // // If max and min values are not equal, pack up field. // If they are equal, we have a constant field, and the reference // value (rmin) is the value for each point in the field and // set nbits to 0. // if ( rmin != rmax && maxdif != 0 ) { ifld=(g2int *)malloc(ndpts*sizeof(g2int)); // // Determine which algorithm to use based on user-supplied // binary scale factor and number of bits. // if (idrstmpl[1] == 0) { // // No binary scaling and calculate minumum number of // bits in which the data will fit. // imin=(g2int)rint(rmin*dscale); imax=(g2int)rint(rmax*dscale); maxdif=imax-imin; temp=log((double)(maxdif+1))/alog2; nbits=(g2int)ceil(temp); rmin=(g2float)imin; // scale data for(j=0;j #include #include "grib2.h" int dec_jpeg2000(char *,g2int ,g2int *); g2int jpcunpack(unsigned char *cpack,g2int len,g2int *idrstmpl,g2int ndpts, g2float *fld) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: jpcunpack // PRGMMR: Gilbert ORG: W/NP11 DATE: 2003-08-27 // // ABSTRACT: This subroutine unpacks a data field that was packed into a // JPEG2000 code stream // using info from the GRIB2 Data Representation Template 5.40 or 5.40000. // // PROGRAM HISTORY LOG: // 2003-08-27 Gilbert // // USAGE: jpcunpack(unsigned char *cpack,g2int len,g2int *idrstmpl,g2int ndpts, // g2float *fld) // INPUT ARGUMENT LIST: // cpack - The packed data field (character*1 array) // len - length of packed field cpack(). // idrstmpl - Pointer to array of values for Data Representation // Template 5.40 or 5.40000 // ndpts - The number of data values to unpack // // OUTPUT ARGUMENT LIST: // fld[] - Contains the unpacked data values // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: IBM SP // //$$$ { g2int *ifld; g2int j,nbits,iret; g2float ref,bscale,dscale; rdieee(idrstmpl+0,&ref,1); bscale = int_power(2.0,idrstmpl[1]); dscale = int_power(10.0,-idrstmpl[2]); nbits = idrstmpl[3]; // // if nbits equals 0, we have a constant field where the reference value // is the data value at each gridpoint // if (nbits != 0) { ifld=(g2int *)calloc(ndpts,sizeof(g2int)); if ( ifld == 0 ) { fprintf(stderr,"Could not allocate space in jpcunpack.\n Data field NOT upacked.\n"); return(1); } iret=(g2int)dec_jpeg2000(cpack,len,ifld); for (j=0;j #include #include "grib2.h" void misspack(g2float *fld,g2int ndpts,g2int idrsnum,g2int *idrstmpl, unsigned char *cpack, g2int *lcpack) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: misspack // PRGMMR: Gilbert ORG: W/NP11 DATE: 2000-06-21 // // ABSTRACT: This subroutine packs up a data field using a complex // packing algorithm as defined in the GRIB2 documention. It // supports GRIB2 complex packing templates with or without // spatial differences (i.e. DRTs 5.2 and 5.3). // It also fills in GRIB2 Data Representation Template 5.2 or 5.3 // with the appropriate values. // This version assumes that Missing Value Management is being used and that // 1 or 2 missing values appear in the data. // // PROGRAM HISTORY LOG: // 2000-06-21 Gilbert // // USAGE: misspack(g2float *fld,g2int ndpts,g2int idrsnum,g2int *idrstmpl, // unsigned char *cpack, g2int *lcpack) // INPUT ARGUMENT LIST: // fld[] - Contains the data values to pack // ndpts - The number of data values in array fld[] // idrsnum - Data Representation Template number 5.N // Must equal 2 or 3. // idrstmpl - Contains the array of values for Data Representation // Template 5.2 or 5.3 // [0] = Reference value - ignored on input // [1] = Binary Scale Factor // [2] = Decimal Scale Factor // . // . // [6] = Missing value management // [7] = Primary missing value // [8] = Secondary missing value // . // . // [16] = Order of Spatial Differencing ( 1 or 2 ) // . // . // // OUTPUT ARGUMENT LIST: // idrstmpl - Contains the array of values for Data Representation // Template 5.3 // [0] = Reference value - set by misspack routine. // [1] = Binary Scale Factor - unchanged from input // [2] = Decimal Scale Factor - unchanged from input // . // . // cpack - The packed data field (character*1 array) // *lcpack - length of packed field cpack(). // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ { g2int *ifld, *ifldmiss, *jfld; g2int *jmin, *jmax, *lbit; static g2int zero=0; g2int *gref, *gwidth, *glen; g2int glength, grpwidth; g2int i, n, iofst, imin, ival1, ival2, isd, minsd, nbitsd; g2int nbitsgref, left, iwmax, ngwidthref, nbitsgwidth, ilmax; g2int nglenref, nglenlast, nbitsglen, ij; g2int j, missopt, nonmiss, itemp, maxorig, nbitorig, miss1, miss2; g2int ngroups, ng, num0, num1, num2; g2int imax, lg, mtemp, ier, igmax; g2int kfildo, minpk, inc, maxgrps, ibit, jbit, kbit, novref, lbitref; g2float rmissp, rmisss, bscale, dscale, rmin, temp; static g2int simple_alg = 0; static g2float alog2=0.69314718; // ln(2.0) static g2int one=1; bscale=int_power(2.0,-idrstmpl[1]); dscale=int_power(10.0,idrstmpl[2]); missopt=idrstmpl[6]; if ( missopt != 1 && missopt != 2 ) { printf("misspack: Unrecognized option.\n"); *lcpack=-1; return; } else { // Get missing values rdieee(idrstmpl+7,&rmissp,1); if (missopt == 2) rdieee(idrstmpl+8,&rmisss,1); } // // Find min value of non-missing values in the data, // AND set up missing value mapping of the field. // ifldmiss = calloc(ndpts,sizeof(g2int)); rmin=1E+37; if ( missopt == 1 ) { // Primary missing value only for ( j=0; j0; j--) jfld[j]=jfld[j]-jfld[j-1]; jfld[0]=0; } else if (idrstmpl[16] == 2) { // second order ival1=jfld[0]; ival2=jfld[1]; for ( j=nonmiss-1; j>1; j--) jfld[j]=jfld[j]-(2*jfld[j-1])+jfld[j-2]; jfld[0]=0; jfld[1]=0; } // // subtract min value from spatial diff field // isd=idrstmpl[16]; minsd=jfld[isd]; for ( j=isd; jival1) maxorig=ival2; temp=log((double)(maxorig+1))/alog2; nbitorig=(g2int)ceil(temp)+1; if (nbitorig > nbitsd) nbitsd=nbitorig; // increase number of bits to even multiple of 8 ( octet ) if ( (nbitsd%8) != 0) nbitsd=nbitsd+(8-(nbitsd%8)); // // Store extra spatial differencing info into the packed // data section. // if (nbitsd != 0) { // pack first original value if (ival1 >= 0) { sbit(cpack,&ival1,iofst,nbitsd); iofst=iofst+nbitsd; } else { sbit(cpack,&one,iofst,1); iofst=iofst+1; itemp=abs(ival1); sbit(cpack,&itemp,iofst,nbitsd-1); iofst=iofst+nbitsd-1; } if (idrstmpl[16] == 2) { // pack second original value if (ival2 >= 0) { sbit(cpack,&ival2,iofst,nbitsd); iofst=iofst+nbitsd; } else { sbit(cpack,&one,iofst,1); iofst=iofst+1; itemp=abs(ival2); sbit(cpack,&itemp,iofst,nbitsd-1); iofst=iofst+nbitsd-1; } } // pack overall min of spatial differences if (minsd >= 0) { sbit(cpack,&minsd,iofst,nbitsd); iofst=iofst+nbitsd; } else { sbit(cpack,&one,iofst,1); iofst=iofst+1; itemp=abs(minsd); sbit(cpack,&itemp,iofst,nbitsd-1); iofst=iofst+nbitsd-1; } } //print *,'SDp ',ival1,ival2,minsd,nbitsd } // end of spatial diff section // // Expand non-missing data values to original grid. // miss1=jfld[0]; for ( j=0; j imax) imax=ifld[j]; } j++; } if (missopt == 1) imax=imax+1; if (missopt == 2) imax=imax+2; // calc num of bits needed to hold data if ( gref[ng] != imax ) { temp=log((double)(imax-gref[ng]+1))/alog2; gwidth[ng]=(g2int)ceil(temp); } else { gwidth[ng]=0; } } // Subtract min from data j=n; mtemp=(g2int)int_power(2.,gwidth[ng]); for ( lg=0; lg igmax) igmax=gref[j]; if (missopt == 1) igmax=igmax+1; if (missopt == 2) igmax=igmax+2; if (igmax != 0) { temp=log((double)(igmax+1))/alog2; nbitsgref=(g2int)ceil(temp); // reset the ref values of any "missing only" groups. mtemp=(g2int)int_power(2.,nbitsgref); for ( j=0; j iwmax) iwmax=gwidth[j]; if (gwidth[j] < ngwidthref) ngwidthref=gwidth[j]; } if (iwmax != ngwidthref) { temp=log((double)(iwmax-ngwidthref+1))/alog2; nbitsgwidth=(g2int)ceil(temp); for ( i=0; i ilmax) ilmax=glen[j]; if (glen[j] < nglenref) nglenref=glen[j]; } nglenlast=glen[ngroups-1]; if (ilmax != nglenref) { temp=log((double)(ilmax-nglenref+1))/alog2; nbitsglen=(g2int)ceil(temp); for ( i=0; i #include #include "grib2.h" void mkieee(g2float *a,g2int *rieee,g2int num) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: mkieee // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-29 // // ABSTRACT: This subroutine stores a list of real values in // 32-bit IEEE floating point format. // // PROGRAM HISTORY LOG: // 2002-10-29 Gilbert // // USAGE: mkieee(g2float *a,g2int *rieee,g2int num); // INPUT ARGUMENT LIST: // a - Input array of floating point values. // num - Number of floating point values to convert. // // OUTPUT ARGUMENT LIST: // rieee - Output array of data values in 32-bit IEEE format // stored in g2int integer array. rieee must be allocated // with at least 4*num bytes of memory before calling this // function. // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ { g2int j,n,ieee,iexp,imant; double alog2,atemp; static double two23,two126; static g2int test=0; //g2intu msk1=0x80000000; // 10000000000000000000000000000000 binary //g2int msk2=0x7F800000; // 01111111100000000000000000000000 binary //g2int msk3=0x007FFFFF; // 00000000011111111111111111111111 binary if ( test == 0 ) { two23=(double)int_power(2.0,23); two126=(double)int_power(2.0,126); test=1; } alog2=0.69314718; // ln(2.0) for (j=0;j= 1.0 ) { n = 0; while ( int_power(2.0,n+1) <= atemp ) { n++; } } else { n = -1; while ( int_power(2.0,n) > atemp ) { n--; } } //n=(g2int)floor(log(atemp)/alog2); iexp=n+127; if (n > 127) iexp=255; // overflow if (n < -127) iexp=0; //printf("exp %ld %ld \n",iexp,n); // set exponent bits ( bits 30-23 ) ieee = ieee | ( iexp << 23 ); // // Determine Mantissa // if (iexp != 255) { if (iexp != 0) atemp=(atemp/int_power(2.0,n))-1.0; else atemp=atemp*two126; imant=(g2int)rint(atemp*two23); } else { imant=0; } //printf("mant %ld %x \n",imant,imant); // set mantissa bits ( bits 22-0 ) ieee = ieee | imant; // // Transfer IEEE bit string to rieee array // rieee[j]=ieee; } return; } pygrib-1.9.8/g2clib_src/pack_gp.c000066400000000000000000001331541224541055300166160ustar00rootroot00000000000000/* pack_gp.f -- translated by f2c (version 20031025). You must link the resulting object file with libf2c: on Microsoft Windows system, link with libf2c.lib; on Linux or Unix systems, link with .../path/to/libf2c.a -lm or, if you install libf2c.a in a standard place, with -lf2c -lm -- in that order, at the end of the command line, as in cc *.o -lf2c -lm Source for libf2c is in /netlib/f2c/libf2c.zip, e.g., http://www.netlib.org/f2c/libf2c.zip */ /*#include "f2c.h"*/ #include #include "grib2.h" typedef g2int integer; typedef g2int logical; #define TRUE_ (1) #define FALSE_ (0) /* Subroutine */ int pack_gp(integer *kfildo, integer *ic, integer *nxy, integer *is523, integer *minpk, integer *inc, integer *missp, integer *misss, integer *jmin, integer *jmax, integer *lbit, integer *nov, integer *ndg, integer *lx, integer *ibit, integer *jbit, integer * kbit, integer *novref, integer *lbitref, integer *ier) { /* Initialized data */ const integer mallow = 1073741825; /* MALLOW=2**30+1 */ static integer ifeed = 12; static integer ifirst = 0; /* System generated locals */ integer i__1, i__2, i__3; /* Local variables */ static integer j, k, l; static logical adda; static integer ired, kinc, mina, maxa, minb, maxb, minc, maxc, ibxx2[31]; static char cfeed[1]; static integer nenda, nendb, ibita, ibitb, minak, minbk, maxak, maxbk, minck, maxck, nouta, lmiss, itest, nount; extern /* Subroutine */ int reduce(integer *, integer *, integer *, integer *, integer *, integer *, integer *, integer *, integer *, integer *, integer *, integer *, integer *); static integer ibitbs, mislla, misllb, misllc, iersav, lminpk, ktotal, kounta, kountb, kstart, mstart, mintst, maxtst, kounts, mintstk, maxtstk; integer *misslx; /* FEBRUARY 1994 GLAHN TDL MOS-2000 */ /* JUNE 1995 GLAHN MODIFIED FOR LMISS ERROR. */ /* JULY 1996 GLAHN ADDED MISSS */ /* FEBRUARY 1997 GLAHN REMOVED 4 REDUNDANT TESTS FOR */ /* MISSP.EQ.0; INSERTED A TEST TO BETTER */ /* HANDLE A STRING OF 9999'S */ /* FEBRUARY 1997 GLAHN ADDED LOOPS TO ELIMINATE TEST FOR */ /* MISSS WHEN MISSS = 0 */ /* MARCH 1997 GLAHN CORRECTED FOR SECONDARY MISSING VALUE */ /* MARCH 1997 GLAHN CORRECTED FOR USE OF LOCAL VALUE */ /* OF MINPK */ /* MARCH 1997 GLAHN CORRECTED FOR SECONDARY MISSING VALUE */ /* MARCH 1997 GLAHN CHANGED CALCULATING NUMBER OF BITS */ /* THROUGH EXPONENTS TO AN ARRAY (IMPROVED */ /* OVERALL PACKING PERFORMANCE BY ABOUT */ /* 35 PERCENT!). ALLOWED 0 BITS FOR */ /* PACKING JMIN( ), LBIT( ), AND NOV( ). */ /* MAY 1997 GLAHN A NUMBER OF CHANGES FOR EFFICIENCY. */ /* MOD FUNCTIONS ELIMINATED AND ONE */ /* IFTHEN ADDED. JOUNT REMOVED. */ /* RECOMPUTATION OF BITS NOT MADE UNLESS */ /* NECESSARY AFTER MOVING POINTS FROM */ /* ONE GROUP TO ANOTHER. NENDB ADJUSTED */ /* TO ELIMINATE POSSIBILITY OF VERY */ /* SMALL GROUP AT THE END. */ /* ABOUT 8 PERCENT IMPROVEMENT IN */ /* OVERALL PACKING. ISKIPA REMOVED; */ /* THERE IS ALWAYS A GROUP B THAT CAN */ /* BECOME GROUP A. CONTROL ON SIZE */ /* OF GROUP B (STATEMENT BELOW 150) */ /* ADDED. ADDED ADDA, AND USE */ /* OF GE AND LE INSTEAD OF GT AND LT */ /* IN LOOPS BETWEEN 150 AND 160. */ /* IBITBS ADDED TO SHORTEN TRIPS */ /* THROUGH LOOP. */ /* MARCH 2000 GLAHN MODIFIED FOR GRIB2; CHANGED NAME FROM */ /* PACKGP */ /* JANUARY 2001 GLAHN COMMENTS; IER = 706 SUBSTITUTED FOR */ /* STOPS; ADDED RETURN1; REMOVED STATEMENT */ /* NUMBER 110; ADDED IER AND * RETURN */ /* NOVEMBER 2001 GLAHN CHANGED SOME DIAGNOSTIC FORMATS TO */ /* ALLOW PRINTING LARGER NUMBERS */ /* NOVEMBER 2001 GLAHN ADDED MISSLX( ) TO PUT MAXIMUM VALUE */ /* INTO JMIN( ) WHEN ALL VALUES MISSING */ /* TO AGREE WITH GRIB STANDARD. */ /* NOVEMBER 2001 GLAHN CHANGED TWO TESTS ON MISSP AND MISSS */ /* EQ 0 TO TESTS ON IS523. HOWEVER, */ /* MISSP AND MISSS CANNOT IN GENERAL BE */ /* = 0. */ /* NOVEMBER 2001 GLAHN ADDED CALL TO REDUCE; DEFINED ITEST */ /* BEFORE LOOPS TO REDUCE COMPUTATION; */ /* STARTED LARGE GROUP WHEN ALL SAME */ /* VALUE */ /* DECEMBER 2001 GLAHN MODIFIED AND ADDED A FEW COMMENTS */ /* JANUARY 2002 GLAHN REMOVED LOOP BEFORE 150 TO DETERMINE */ /* A GROUP OF ALL SAME VALUE */ /* JANUARY 2002 GLAHN CHANGED MALLOW FROM 9999999 TO 2**30+1, */ /* AND MADE IT A PARAMETER */ /* MARCH 2002 GLAHN ADDED NON FATAL IER = 716, 717; */ /* REMOVED NENDB=NXY ABOVE 150; */ /* ADDED IERSAV=0; COMMENTS */ /* PURPOSE */ /* DETERMINES GROUPS OF VARIABLE SIZE, BUT AT LEAST OF */ /* SIZE MINPK, THE ASSOCIATED MAX (JMAX( )) AND MIN (JMIN( )), */ /* THE NUMBER OF BITS NECESSARY TO HOLD THE VALUES IN EACH */ /* GROUP (LBIT( )), THE NUMBER OF VALUES IN EACH GROUP */ /* (NOV( )), THE NUMBER OF BITS NECESSARY TO PACK THE JMIN( ) */ /* VALUES (IBIT), THE NUMBER OF BITS NECESSARY TO PACK THE */ /* LBIT( ) VALUES (JBIT), AND THE NUMBER OF BITS NECESSARY */ /* TO PACK THE NOV( ) VALUES (KBIT). THE ROUTINE IS DESIGNED */ /* TO DETERMINE THE GROUPS SUCH THAT A SMALL NUMBER OF BITS */ /* IS NECESSARY TO PACK THE DATA WITHOUT EXCESSIVE */ /* COMPUTATIONS. IF ALL VALUES IN THE GROUP ARE ZERO, THE */ /* NUMBER OF BITS TO USE IN PACKING IS DEFINED AS ZERO WHEN */ /* THERE CAN BE NO MISSING VALUES; WHEN THERE CAN BE MISSING */ /* VALUES, THE NUMBER OF BITS MUST BE AT LEAST 1 TO HAVE */ /* THE CAPABILITY TO RECOGNIZE THE MISSING VALUE. HOWEVER, */ /* IF ALL VALUES IN A GROUP ARE MISSING, THE NUMBER OF BITS */ /* NEEDED IS 0, AND THE UNPACKER RECOGNIZES THIS. */ /* ALL VARIABLES ARE INTEGER. EVEN THOUGH THE GROUPS ARE */ /* INITIALLY OF SIZE MINPK OR LARGER, AN ADJUSTMENT BETWEEN */ /* TWO GROUPS (THE LOOKBACK PROCEDURE) MAY MAKE A GROUP */ /* SMALLER THAN MINPK. THE CONTROL ON GROUP SIZE IS THAT */ /* THE SUM OF THE SIZES OF THE TWO CONSECUTIVE GROUPS, EACH OF */ /* SIZE MINPK OR LARGER, IS NOT DECREASED. WHEN DETERMINING */ /* THE NUMBER OF BITS NECESSARY FOR PACKING, THE LARGEST */ /* VALUE THAT CAN BE ACCOMMODATED IN, SAY, MBITS, IS */ /* 2**MBITS-1; THIS LARGEST VALUE (AND THE NEXT SMALLEST */ /* VALUE) IS RESERVED FOR THE MISSING VALUE INDICATOR (ONLY) */ /* WHEN IS523 NE 0. IF THE DIMENSION NDG */ /* IS NOT LARGE ENOUGH TO HOLD ALL THE GROUPS, THE LOCAL VALUE */ /* OF MINPK IS INCREASED BY 50 PERCENT. THIS IS REPEATED */ /* UNTIL NDG WILL SUFFICE. A DIAGNOSTIC IS PRINTED WHENEVER */ /* THIS HAPPENS, WHICH SHOULD BE VERY RARELY. IF IT HAPPENS */ /* OFTEN, NDG IN SUBROUTINE PACK SHOULD BE INCREASED AND */ /* A CORRESPONDING INCREASE IN SUBROUTINE UNPACK MADE. */ /* CONSIDERABLE CODE IS PROVIDED SO THAT NO MORE CHECKING */ /* FOR MISSING VALUES WITHIN LOOPS IS DONE THAN NECESSARY; */ /* THE ADDED EFFICIENCY OF THIS IS RELATIVELY MINOR, */ /* BUT DOES NO HARM. FOR GRIB2, THE REFERENCE VALUE FOR */ /* THE LENGTH OF GROUPS IN NOV( ) AND FOR THE NUMBER OF */ /* BITS NECESSARY TO PACK GROUP VALUES ARE DETERMINED, */ /* AND SUBTRACTED BEFORE JBIT AND KBIT ARE DETERMINED. */ /* WHEN 1 OR MORE GROUPS ARE LARGE COMPARED TO THE OTHERS, */ /* THE WIDTH OF ALL GROUPS MUST BE AS LARGE AS THE LARGEST. */ /* A SUBROUTINE REDUCE BREAKS UP LARGE GROUPS INTO 2 OR */ /* MORE TO REDUCE TOTAL BITS REQUIRED. IF REDUCE SHOULD */ /* ABORT, PACK_GP WILL BE EXECUTED AGAIN WITHOUT THE CALL */ /* TO REDUCE. */ /* DATA SET USE */ /* KFILDO - UNIT NUMBER FOR OUTPUT (PRINT) FILE. (OUTPUT) */ /* VARIABLES IN CALL SEQUENCE */ /* KFILDO = UNIT NUMBER FOR OUTPUT (PRINT) FILE. (INPUT) */ /* IC( ) = ARRAY TO HOLD DATA FOR PACKING. THE VALUES */ /* DO NOT HAVE TO BE POSITIVE AT THIS POINT, BUT */ /* MUST BE IN THE RANGE -2**30 TO +2**30 (THE */ /* THE VALUE OF MALLOW). THESE INTEGER VALUES */ /* WILL BE RETAINED EXACTLY THROUGH PACKING AND */ /* UNPACKING. (INPUT) */ /* NXY = NUMBER OF VALUES IN IC( ). ALSO TREATED */ /* AS ITS DIMENSION. (INPUT) */ /* IS523 = missing value management */ /* 0=data contains no missing values */ /* 1=data contains Primary missing values */ /* 2=data contains Primary and secondary missing values */ /* (INPUT) */ /* MINPK = THE MINIMUM SIZE OF EACH GROUP, EXCEPT POSSIBLY */ /* THE LAST ONE. (INPUT) */ /* INC = THE NUMBER OF VALUES TO ADD TO AN ALREADY */ /* EXISTING GROUP IN DETERMINING WHETHER OR NOT */ /* TO START A NEW GROUP. IDEALLY, THIS WOULD BE */ /* 1, BUT EACH TIME INC VALUES ARE ATTEMPTED, THE */ /* MAX AND MIN OF THE NEXT MINPK VALUES MUST BE */ /* FOUND. THIS IS "A LOOP WITHIN A LOOP," AND */ /* A SLIGHTLY LARGER VALUE MAY GIVE ABOUT AS GOOD */ /* RESULTS WITH SLIGHTLY LESS COMPUTATIONAL TIME. */ /* IF INC IS LE 0, 1 IS USED, AND A DIAGNOSTIC IS */ /* OUTPUT. NOTE: IT IS EXPECTED THAT INC WILL */ /* EQUAL 1. THE CODE USES INC PRIMARILY IN THE */ /* LOOPS STARTING AT STATEMENT 180. IF INC */ /* WERE 1, THERE WOULD NOT NEED TO BE LOOPS */ /* AS SUCH. HOWEVER, KINC (THE LOCAL VALUE OF */ /* INC) IS SET GE 1 WHEN NEAR THE END OF THE DATA */ /* TO FORESTALL A VERY SMALL GROUP AT THE END. */ /* (INPUT) */ /* MISSP = WHEN MISSING POINTS CAN BE PRESENT IN THE DATA, */ /* THEY WILL HAVE THE VALUE MISSP OR MISSS. */ /* MISSP IS THE PRIMARY MISSING VALUE AND MISSS */ /* IS THE SECONDARY MISSING VALUE . THESE MUST */ /* NOT BE VALUES THAT WOULD OCCUR WITH SUBTRACTING */ /* THE MINIMUM (REFERENCE) VALUE OR SCALING. */ /* FOR EXAMPLE, MISSP = 0 WOULD NOT BE ADVISABLE. */ /* (INPUT) */ /* MISSS = SECONDARY MISSING VALUE INDICATOR (SEE MISSP). */ /* (INPUT) */ /* JMIN(J) = THE MINIMUM OF EACH GROUP (J=1,LX). (OUTPUT) */ /* JMAX(J) = THE MAXIMUM OF EACH GROUP (J=1,LX). THIS IS */ /* NOT REALLY NEEDED, BUT SINCE THE MAX OF EACH */ /* GROUP MUST BE FOUND, SAVING IT HERE IS CHEAP */ /* IN CASE THE USER WANTS IT. (OUTPUT) */ /* LBIT(J) = THE NUMBER OF BITS NECESSARY TO PACK EACH GROUP */ /* (J=1,LX). IT IS ASSUMED THE MINIMUM OF EACH */ /* GROUP WILL BE REMOVED BEFORE PACKING, AND THE */ /* VALUES TO PACK WILL, THEREFORE, ALL BE POSITIVE. */ /* HOWEVER, IC( ) DOES NOT NECESSARILY CONTAIN */ /* ALL POSITIVE VALUES. IF THE OVERALL MINIMUM */ /* HAS BEEN REMOVED (THE USUAL CASE), THEN IC( ) */ /* WILL CONTAIN ONLY POSITIVE VALUES. (OUTPUT) */ /* NOV(J) = THE NUMBER OF VALUES IN EACH GROUP (J=1,LX). */ /* (OUTPUT) */ /* NDG = THE DIMENSION OF JMIN( ), JMAX( ), LBIT( ), AND */ /* NOV( ). (INPUT) */ /* LX = THE NUMBER OF GROUPS DETERMINED. (OUTPUT) */ /* IBIT = THE NUMBER OF BITS NECESSARY TO PACK THE JMIN(J) */ /* VALUES, J=1,LX. (OUTPUT) */ /* JBIT = THE NUMBER OF BITS NECESSARY TO PACK THE LBIT(J) */ /* VALUES, J=1,LX. (OUTPUT) */ /* KBIT = THE NUMBER OF BITS NECESSARY TO PACK THE NOV(J) */ /* VALUES, J=1,LX. (OUTPUT) */ /* NOVREF = REFERENCE VALUE FOR NOV( ). (OUTPUT) */ /* LBITREF = REFERENCE VALUE FOR LBIT( ). (OUTPUT) */ /* IER = ERROR RETURN. */ /* 706 = VALUE WILL NOT PACK IN 30 BITS--FATAL */ /* 714 = ERROR IN REDUCE--NON-FATAL */ /* 715 = NGP NOT LARGE ENOUGH IN REDUCE--NON-FATAL */ /* 716 = MINPK INCEASED--NON-FATAL */ /* 717 = INC SET = 1--NON-FATAL */ /* (OUTPUT) */ /* * = ALTERNATE RETURN WHEN IER NE 0 AND FATAL ERROR. */ /* INTERNAL VARIABLES */ /* CFEED = CONTAINS THE CHARACTER REPRESENTATION */ /* OF A PRINTER FORM FEED. */ /* IFEED = CONTAINS THE INTEGER VALUE OF A PRINTER */ /* FORM FEED. */ /* KINC = WORKING COPY OF INC. MAY BE MODIFIED. */ /* MINA = MINIMUM VALUE IN GROUP A. */ /* MAXA = MAXIMUM VALUE IN GROUP A. */ /* NENDA = THE PLACE IN IC( ) WHERE GROUP A ENDS. */ /* KSTART = THE PLACE IN IC( ) WHERE GROUP A STARTS. */ /* IBITA = NUMBER OF BITS NEEDED TO HOLD VALUES IN GROUP A. */ /* MINB = MINIMUM VALUE IN GROUP B. */ /* MAXB = MAXIMUM VALUE IN GROUP B. */ /* NENDB = THE PLACE IN IC( ) WHERE GROUP B ENDS. */ /* IBITB = NUMBER OF BITS NEEDED TO HOLD VALUES IN GROUP B. */ /* MINC = MINIMUM VALUE IN GROUP C. */ /* MAXC = MAXIMUM VALUE IN GROUP C. */ /* KTOTAL = COUNT OF NUMBER OF VALUES IN IC( ) PROCESSED. */ /* NOUNT = NUMBER OF VALUES ADDED TO GROUP A. */ /* LMISS = 0 WHEN IS523 = 0. WHEN PACKING INTO A */ /* SPECIFIC NUMBER OF BITS, SAY MBITS, */ /* THE MAXIMUM VALUE THAT CAN BE HANDLED IS */ /* 2**MBITS-1. WHEN IS523 = 1, INDICATING */ /* PRIMARY MISSING VALUES, THIS MAXIMUM VALUE */ /* IS RESERVED TO HOLD THE PRIMARY MISSING VALUE */ /* INDICATOR AND LMISS = 1. WHEN IS523 = 2, */ /* THE VALUE JUST BELOW THE MAXIMUM (I.E., */ /* 2**MBITS-2) IS RESERVED TO HOLD THE SECONDARY */ /* MISSING VALUE INDICATOR AND LMISS = 2. */ /* LMINPK = LOCAL VALUE OF MINPK. THIS WILL BE ADJUSTED */ /* UPWARD WHENEVER NDG IS NOT LARGE ENOUGH TO HOLD */ /* ALL THE GROUPS. */ /* MALLOW = THE LARGEST ALLOWABLE VALUE FOR PACKING. */ /* MISLLA = SET TO 1 WHEN ALL VALUES IN GROUP A ARE MISSING. */ /* THIS IS USED TO DISTINGUISH BETWEEN A REAL */ /* MINIMUM WHEN ALL VALUES ARE NOT MISSING */ /* AND A MINIMUM THAT HAS BEEN SET TO ZERO WHEN */ /* ALL VALUES ARE MISSING. 0 OTHERWISE. */ /* NOTE THAT THIS DOES NOT DISTINGUISH BETWEEN */ /* PRIMARY AND SECONDARY MISSINGS WHEN SECONDARY */ /* MISSINGS ARE PRESENT. THIS MEANS THAT */ /* LBIT( ) WILL NOT BE ZERO WITH THE RESULTING */ /* COMPRESSION EFFICIENCY WHEN SECONDARY MISSINGS */ /* ARE PRESENT. ALSO NOTE THAT A CHECK HAS BEEN */ /* MADE EARLIER TO DETERMINE THAT SECONDARY */ /* MISSINGS ARE REALLY THERE. */ /* MISLLB = SET TO 1 WHEN ALL VALUES IN GROUP B ARE MISSING. */ /* THIS IS USED TO DISTINGUISH BETWEEN A REAL */ /* MINIMUM WHEN ALL VALUES ARE NOT MISSING */ /* AND A MINIMUM THAT HAS BEEN SET TO ZERO WHEN */ /* ALL VALUES ARE MISSING. 0 OTHERWISE. */ /* MISLLC = PERFORMS THE SAME FUNCTION FOR GROUP C THAT */ /* MISLLA AND MISLLB DO FOR GROUPS B AND C, */ /* RESPECTIVELY. */ /* IBXX2(J) = AN ARRAY THAT WHEN THIS ROUTINE IS FIRST ENTERED */ /* IS SET TO 2**J, J=0,30. IBXX2(30) = 2**30, WHICH */ /* IS THE LARGEST VALUE PACKABLE, BECAUSE 2**31 */ /* IS LARGER THAN THE INTEGER WORD SIZE. */ /* IFIRST = SET BY DATA STATEMENT TO 0. CHANGED TO 1 ON */ /* FIRST */ /* ENTRY WHEN IBXX2( ) IS FILLED. */ /* MINAK = KEEPS TRACK OF THE LOCATION IN IC( ) WHERE THE */ /* MINIMUM VALUE IN GROUP A IS LOCATED. */ /* MAXAK = DOES THE SAME AS MINAK, EXCEPT FOR THE MAXIMUM. */ /* MINBK = THE SAME AS MINAK FOR GROUP B. */ /* MAXBK = THE SAME AS MAXAK FOR GROUP B. */ /* MINCK = THE SAME AS MINAK FOR GROUP C. */ /* MAXCK = THE SAME AS MAXAK FOR GROUP C. */ /* ADDA = KEEPS TRACK WHETHER OR NOT AN ATTEMPT TO ADD */ /* POINTS TO GROUP A WAS MADE. IF SO, THEN ADDA */ /* KEEPS FROM TRYING TO PUT ONE BACK INTO B. */ /* (LOGICAL) */ /* IBITBS = KEEPS CURRENT VALUE IF IBITB SO THAT LOOP */ /* ENDING AT 166 DOESN'T HAVE TO START AT */ /* IBITB = 0 EVERY TIME. */ /* MISSLX(J) = MALLOW EXCEPT WHEN A GROUP IS ALL ONE VALUE (AND */ /* LBIT(J) = 0) AND THAT VALUE IS MISSING. IN */ /* THAT CASE, MISSLX(J) IS MISSP OR MISSS. THIS */ /* GETS INSERTED INTO JMIN(J) LATER AS THE */ /* MISSING INDICATOR; IT CAN'T BE PUT IN UNTIL */ /* THE END, BECAUSE JMIN( ) IS USED TO CALCULATE */ /* THE MAXIMUM NUMBER OF BITS (IBITS) NEEDED TO */ /* PACK JMIN( ). */ /* 1 2 3 4 5 6 7 X */ /* NON SYSTEM SUBROUTINES CALLED */ /* NONE */ /* MISSLX( ) was AN AUTOMATIC ARRAY. */ misslx = (integer *)calloc(*ndg,sizeof(integer)); /* Parameter adjustments */ --ic; --nov; --lbit; --jmax; --jmin; /* Function Body */ *ier = 0; iersav = 0; /* CALL TIMPR(KFILDO,KFILDO,'START PACK_GP ') */ *(unsigned char *)cfeed = (char) ifeed; ired = 0; /* IRED IS A FLAG. WHEN ZERO, REDUCE WILL BE CALLED. */ /* IF REDUCE ABORTS, IRED = 1 AND IS NOT CALLED. IN */ /* THIS CASE PACK_GP EXECUTES AGAIN EXCEPT FOR REDUCE. */ if (*inc <= 0) { iersav = 717; /* WRITE(KFILDO,101)INC */ /* 101 FORMAT(/' ****INC ='I8,' NOT CORRECT IN PACK_GP. 1 IS USED.') */ } /* THERE WILL BE A RESTART OF PACK_GP IF SUBROUTINE REDUCE */ /* ABORTS. THIS SHOULD NOT HAPPEN, BUT IF IT DOES, PACK_GP */ /* WILL COMPLETE WITHOUT SUBROUTINE REDUCE. A NON FATAL */ /* DIAGNOSTIC RETURN IS PROVIDED. */ L102: /*kinc = max(*inc,1);*/ kinc = (*inc > 1) ? *inc : 1; lminpk = *minpk; /* CALCULATE THE POWERS OF 2 THE FIRST TIME ENTERED. */ if (ifirst == 0) { ifirst = 1; ibxx2[0] = 1; for (j = 1; j <= 30; ++j) { ibxx2[j] = ibxx2[j - 1] << 1; /* L104: */ } } /* THERE WILL BE A RESTART AT 105 IS NDG IS NOT LARGE ENOUGH. */ /* A NON FATAL DIAGNOSTIC RETURN IS PROVIDED. */ L105: kstart = 1; ktotal = 0; *lx = 0; adda = FALSE_; lmiss = 0; if (*is523 == 1) { lmiss = 1; } if (*is523 == 2) { lmiss = 2; } /* ************************************* */ /* THIS SECTION COMPUTES STATISTICS FOR GROUP A. GROUP A IS */ /* A GROUP OF SIZE LMINPK. */ /* ************************************* */ ibita = 0; mina = mallow; maxa = -mallow; minak = mallow; maxak = -mallow; /* FIND THE MIN AND MAX OF GROUP A. THIS WILL INITIALLY BE OF */ /* SIZE LMINPK (IF THERE ARE STILL LMINPK VALUES IN IC( )), BUT */ /* WILL INCREASE IN SIZE IN INCREMENTS OF INC UNTIL A NEW */ /* GROUP IS STARTED. THE DEFINITION OF GROUP A IS DONE HERE */ /* ONLY ONCE (UPON INITIAL ENTRY), BECAUSE A GROUP B CAN ALWAYS */ /* BECOME A NEW GROUP A AFTER A IS PACKED, EXCEPT IF LMINPK */ /* HAS TO BE INCREASED BECAUSE NDG IS TOO SMALL. THEREFORE, */ /* THE SEPARATE LOOPS FOR MISSING AND NON-MISSING HERE BUYS */ /* ALMOST NOTHING. */ /* Computing MIN */ i__1 = kstart + lminpk - 1; /*nenda = min(i__1,*nxy);*/ nenda = (i__1 < *nxy) ? i__1 : *nxy; if (*nxy - nenda <= lminpk / 2) { nenda = *nxy; } /* ABOVE STATEMENT GUARANTEES THE LAST GROUP IS GT LMINPK/2 BY */ /* MAKING THE ACTUAL GROUP LARGER. IF A PROVISION LIKE THIS IS */ /* NOT INCLUDED, THERE WILL MANY TIMES BE A VERY SMALL GROUP */ /* AT THE END. USE SEPARATE LOOPS FOR MISSING AND NO MISSING */ /* VALUES FOR EFFICIENCY. */ /* DETERMINE WHETHER THERE IS A LONG STRING OF THE SAME VALUE */ /* UNLESS NENDA = NXY. THIS MAY ALLOW A LARGE GROUP A TO */ /* START WITH, AS WITH MISSING VALUES. SEPARATE LOOPS FOR */ /* MISSING OPTIONS. THIS SECTION IS ONLY EXECUTED ONCE, */ /* IN DETERMINING THE FIRST GROUP. IT HELPS FOR AN ARRAY */ /* OF MOSTLY MISSING VALUES OR OF ONE VALUE, SUCH AS */ /* RADAR OR PRECIP DATA. */ if (nenda != *nxy && ic[kstart] == ic[kstart + 1]) { /* NO NEED TO EXECUTE IF FIRST TWO VALUES ARE NOT EQUAL. */ if (*is523 == 0) { /* THIS LOOP IS FOR NO MISSING VALUES. */ i__1 = *nxy; for (k = kstart + 1; k <= i__1; ++k) { if (ic[k] != ic[kstart]) { /* Computing MAX */ i__2 = nenda, i__3 = k - 1; /*nenda = max(i__2,i__3);*/ nenda = (i__2 > i__3) ? i__2 : i__3; goto L114; } /* L111: */ } nenda = *nxy; /* FALL THROUGH THE LOOP MEANS ALL VALUES ARE THE SAME. */ } else if (*is523 == 1) { /* THIS LOOP IS FOR PRIMARY MISSING VALUES ONLY. */ i__1 = *nxy; for (k = kstart + 1; k <= i__1; ++k) { if (ic[k] != *missp) { if (ic[k] != ic[kstart]) { /* Computing MAX */ i__2 = nenda, i__3 = k - 1; /*nenda = max(i__2,i__3);*/ nenda = (i__2 > i__3) ? i__2 : i__3; goto L114; } } /* L112: */ } nenda = *nxy; /* FALL THROUGH THE LOOP MEANS ALL VALUES ARE THE SAME. */ } else { /* THIS LOOP IS FOR PRIMARY AND SECONDARY MISSING VALUES. */ i__1 = *nxy; for (k = kstart + 1; k <= i__1; ++k) { if (ic[k] != *missp && ic[k] != *misss) { if (ic[k] != ic[kstart]) { /* Computing MAX */ i__2 = nenda, i__3 = k - 1; /*nenda = max(i__2,i__3);*/ nenda = (i__2 > i__3) ? i__2 : i__3; goto L114; } } /* L113: */ } nenda = *nxy; /* FALL THROUGH THE LOOP MEANS ALL VALUES ARE THE SAME. */ } } L114: if (*is523 == 0) { i__1 = nenda; for (k = kstart; k <= i__1; ++k) { if (ic[k] < mina) { mina = ic[k]; minak = k; } if (ic[k] > maxa) { maxa = ic[k]; maxak = k; } /* L115: */ } } else if (*is523 == 1) { i__1 = nenda; for (k = kstart; k <= i__1; ++k) { if (ic[k] == *missp) { goto L117; } if (ic[k] < mina) { mina = ic[k]; minak = k; } if (ic[k] > maxa) { maxa = ic[k]; maxak = k; } L117: ; } } else { i__1 = nenda; for (k = kstart; k <= i__1; ++k) { if (ic[k] == *missp || ic[k] == *misss) { goto L120; } if (ic[k] < mina) { mina = ic[k]; minak = k; } if (ic[k] > maxa) { maxa = ic[k]; maxak = k; } L120: ; } } kounta = nenda - kstart + 1; /* INCREMENT KTOTAL AND FIND THE BITS NEEDED TO PACK THE A GROUP. */ ktotal += kounta; mislla = 0; if (mina != mallow) { goto L125; } /* ALL MISSING VALUES MUST BE ACCOMMODATED. */ mina = 0; maxa = 0; mislla = 1; ibitb = 0; if (*is523 != 2) { goto L130; } /* WHEN ALL VALUES ARE MISSING AND THERE ARE NO */ /* SECONDARY MISSING VALUES, IBITA = 0. */ /* OTHERWISE, IBITA MUST BE CALCULATED. */ L125: itest = maxa - mina + lmiss; for (ibita = 0; ibita <= 30; ++ibita) { if (itest < ibxx2[ibita]) { goto L130; } /* *** THIS TEST IS THE SAME AS: */ /* *** IF(MAXA-MINA.LT.IBXX2(IBITA)-LMISS)GO TO 130 */ /* L126: */ } /* WRITE(KFILDO,127)MAXA,MINA */ /* 127 FORMAT(' ****ERROR IN PACK_GP. VALUE WILL NOT PACK IN 30 BITS.', */ /* 1 ' MAXA ='I13,' MINA ='I13,'. ERROR AT 127.') */ *ier = 706; goto L900; L130: /* ***D WRITE(KFILDO,131)KOUNTA,KTOTAL,MINA,MAXA,IBITA,MISLLA */ /* ***D131 FORMAT(' AT 130, KOUNTA ='I8,' KTOTAL ='I8,' MINA ='I8, */ /* ***D 1 ' MAXA ='I8,' IBITA ='I3,' MISLLA ='I3) */ L133: if (ktotal >= *nxy) { goto L200; } /* ************************************* */ /* THIS SECTION COMPUTES STATISTICS FOR GROUP B. GROUP B IS A */ /* GROUP OF SIZE LMINPK IMMEDIATELY FOLLOWING GROUP A. */ /* ************************************* */ L140: minb = mallow; maxb = -mallow; minbk = mallow; maxbk = -mallow; ibitbs = 0; mstart = ktotal + 1; /* DETERMINE WHETHER THERE IS A LONG STRING OF THE SAME VALUE. */ /* THIS WORKS WHEN THERE ARE NO MISSING VALUES. */ nendb = 1; if (mstart < *nxy) { if (*is523 == 0) { /* THIS LOOP IS FOR NO MISSING VALUES. */ i__1 = *nxy; for (k = mstart + 1; k <= i__1; ++k) { if (ic[k] != ic[mstart]) { nendb = k - 1; goto L150; } /* L145: */ } nendb = *nxy; /* FALL THROUGH THE LOOP MEANS ALL REMAINING VALUES */ /* ARE THE SAME. */ } } L150: /* Computing MAX */ /* Computing MIN */ i__3 = ktotal + lminpk; /*i__1 = nendb, i__2 = min(i__3,*nxy);*/ i__1 = nendb, i__2 = (i__3 < *nxy) ? i__3 : *nxy; /*nendb = max(i__1,i__2);*/ nendb = (i__1 > i__2) ? i__1 : i__2; /* **** 150 NENDB=MIN(KTOTAL+LMINPK,NXY) */ if (*nxy - nendb <= lminpk / 2) { nendb = *nxy; } /* ABOVE STATEMENT GUARANTEES THE LAST GROUP IS GT LMINPK/2 BY */ /* MAKING THE ACTUAL GROUP LARGER. IF A PROVISION LIKE THIS IS */ /* NOT INCLUDED, THERE WILL MANY TIMES BE A VERY SMALL GROUP */ /* AT THE END. USE SEPARATE LOOPS FOR MISSING AND NO MISSING */ /* USE SEPARATE LOOPS FOR MISSING AND NO MISSING VALUES */ /* FOR EFFICIENCY. */ if (*is523 == 0) { i__1 = nendb; for (k = mstart; k <= i__1; ++k) { if (ic[k] <= minb) { minb = ic[k]; /* NOTE LE, NOT LT. LT COULD BE USED BUT THEN A */ /* RECOMPUTE OVER THE WHOLE GROUP WOULD BE NEEDED */ /* MORE OFTEN. SAME REASONING FOR GE AND OTHER */ /* LOOPS BELOW. */ minbk = k; } if (ic[k] >= maxb) { maxb = ic[k]; maxbk = k; } /* L155: */ } } else if (*is523 == 1) { i__1 = nendb; for (k = mstart; k <= i__1; ++k) { if (ic[k] == *missp) { goto L157; } if (ic[k] <= minb) { minb = ic[k]; minbk = k; } if (ic[k] >= maxb) { maxb = ic[k]; maxbk = k; } L157: ; } } else { i__1 = nendb; for (k = mstart; k <= i__1; ++k) { if (ic[k] == *missp || ic[k] == *misss) { goto L160; } if (ic[k] <= minb) { minb = ic[k]; minbk = k; } if (ic[k] >= maxb) { maxb = ic[k]; maxbk = k; } L160: ; } } kountb = nendb - ktotal; misllb = 0; if (minb != mallow) { goto L165; } /* ALL MISSING VALUES MUST BE ACCOMMODATED. */ minb = 0; maxb = 0; misllb = 1; ibitb = 0; if (*is523 != 2) { goto L170; } /* WHEN ALL VALUES ARE MISSING AND THERE ARE NO SECONDARY */ /* MISSING VALUES, IBITB = 0. OTHERWISE, IBITB MUST BE */ /* CALCULATED. */ L165: for (ibitb = ibitbs; ibitb <= 30; ++ibitb) { if (maxb - minb < ibxx2[ibitb] - lmiss) { goto L170; } /* L166: */ } /* WRITE(KFILDO,167)MAXB,MINB */ /* 167 FORMAT(' ****ERROR IN PACK_GP. VALUE WILL NOT PACK IN 30 BITS.', */ /* 1 ' MAXB ='I13,' MINB ='I13,'. ERROR AT 167.') */ *ier = 706; goto L900; /* COMPARE THE BITS NEEDED TO PACK GROUP B WITH THOSE NEEDED */ /* TO PACK GROUP A. IF IBITB GE IBITA, TRY TO ADD TO GROUP A. */ /* IF NOT, TRY TO ADD A'S POINTS TO B, UNLESS ADDITION TO A */ /* HAS BEEN DONE. THIS LATTER IS CONTROLLED WITH ADDA. */ L170: /* ***D WRITE(KFILDO,171)KOUNTA,KTOTAL,MINA,MAXA,IBITA,MISLLA, */ /* ***D 1 MINB,MAXB,IBITB,MISLLB */ /* ***D171 FORMAT(' AT 171, KOUNTA ='I8,' KTOTAL ='I8,' MINA ='I8, */ /* ***D 1 ' MAXA ='I8,' IBITA ='I3,' MISLLA ='I3, */ /* ***D 2 ' MINB ='I8,' MAXB ='I8,' IBITB ='I3,' MISLLB ='I3) */ if (ibitb >= ibita) { goto L180; } if (adda) { goto L200; } /* ************************************* */ /* GROUP B REQUIRES LESS BITS THAN GROUP A. PUT AS MANY OF A'S */ /* POINTS INTO B AS POSSIBLE WITHOUT EXCEEDING THE NUMBER OF */ /* BITS NECESSARY TO PACK GROUP B. */ /* ************************************* */ kounts = kounta; /* KOUNTA REFERS TO THE PRESENT GROUP A. */ mintst = minb; maxtst = maxb; mintstk = minbk; maxtstk = maxbk; /* USE SEPARATE LOOPS FOR MISSING AND NO MISSING VALUES */ /* FOR EFFICIENCY. */ if (*is523 == 0) { i__1 = kstart; for (k = ktotal; k >= i__1; --k) { /* START WITH THE END OF THE GROUP AND WORK BACKWARDS. */ if (ic[k] < minb) { mintst = ic[k]; mintstk = k; } else if (ic[k] > maxb) { maxtst = ic[k]; maxtstk = k; } if (maxtst - mintst >= ibxx2[ibitb]) { goto L174; } /* NOTE THAT FOR THIS LOOP, LMISS = 0. */ minb = mintst; maxb = maxtst; minbk = mintstk; maxbk = maxtstk; --kounta; /* THERE IS ONE LESS POINT NOW IN A. */ /* L1715: */ } } else if (*is523 == 1) { i__1 = kstart; for (k = ktotal; k >= i__1; --k) { /* START WITH THE END OF THE GROUP AND WORK BACKWARDS. */ if (ic[k] == *missp) { goto L1718; } if (ic[k] < minb) { mintst = ic[k]; mintstk = k; } else if (ic[k] > maxb) { maxtst = ic[k]; maxtstk = k; } if (maxtst - mintst >= ibxx2[ibitb] - lmiss) { goto L174; } /* FOR THIS LOOP, LMISS = 1. */ minb = mintst; maxb = maxtst; minbk = mintstk; maxbk = maxtstk; misllb = 0; /* WHEN THE POINT IS NON MISSING, MISLLB SET = 0. */ L1718: --kounta; /* THERE IS ONE LESS POINT NOW IN A. */ /* L1719: */ } } else { i__1 = kstart; for (k = ktotal; k >= i__1; --k) { /* START WITH THE END OF THE GROUP AND WORK BACKWARDS. */ if (ic[k] == *missp || ic[k] == *misss) { goto L1729; } if (ic[k] < minb) { mintst = ic[k]; mintstk = k; } else if (ic[k] > maxb) { maxtst = ic[k]; maxtstk = k; } if (maxtst - mintst >= ibxx2[ibitb] - lmiss) { goto L174; } /* FOR THIS LOOP, LMISS = 2. */ minb = mintst; maxb = maxtst; minbk = mintstk; maxbk = maxtstk; misllb = 0; /* WHEN THE POINT IS NON MISSING, MISLLB SET = 0. */ L1729: --kounta; /* THERE IS ONE LESS POINT NOW IN A. */ /* L173: */ } } /* AT THIS POINT, KOUNTA CONTAINS THE NUMBER OF POINTS TO CLOSE */ /* OUT GROUP A WITH. GROUP B NOW STARTS WITH KSTART+KOUNTA AND */ /* ENDS WITH NENDB. MINB AND MAXB HAVE BEEN ADJUSTED AS */ /* NECESSARY TO REFLECT GROUP B (EVEN THOUGH THE NUMBER OF BITS */ /* NEEDED TO PACK GROUP B HAVE NOT INCREASED, THE END POINTS */ /* OF THE RANGE MAY HAVE). */ L174: if (kounta == kounts) { goto L200; } /* ON TRANSFER, GROUP A WAS NOT CHANGED. CLOSE IT OUT. */ /* ONE OR MORE POINTS WERE TAKEN OUT OF A. RANGE AND IBITA */ /* MAY HAVE TO BE RECOMPUTED; IBITA COULD BE LESS THAN */ /* ORIGINALLY COMPUTED. IN FACT, GROUP A CAN NOW CONTAIN */ /* ONLY ONE POINT AND BE PACKED WITH ZERO BITS */ /* (UNLESS MISSS NE 0). */ nouta = kounts - kounta; ktotal -= nouta; kountb += nouta; if (nenda - nouta > minak && nenda - nouta > maxak) { goto L200; } /* WHEN THE ABOVE TEST IS MET, THE MIN AND MAX OF THE */ /* CURRENT GROUP A WERE WITHIN THE OLD GROUP A, SO THE */ /* RANGE AND IBITA DO NOT NEED TO BE RECOMPUTED. */ /* NOTE THAT MINAK AND MAXAK ARE NO LONGER NEEDED. */ ibita = 0; mina = mallow; maxa = -mallow; /* USE SEPARATE LOOPS FOR MISSING AND NO MISSING VALUES */ /* FOR EFFICIENCY. */ if (*is523 == 0) { i__1 = nenda - nouta; for (k = kstart; k <= i__1; ++k) { if (ic[k] < mina) { mina = ic[k]; } if (ic[k] > maxa) { maxa = ic[k]; } /* L1742: */ } } else if (*is523 == 1) { i__1 = nenda - nouta; for (k = kstart; k <= i__1; ++k) { if (ic[k] == *missp) { goto L1744; } if (ic[k] < mina) { mina = ic[k]; } if (ic[k] > maxa) { maxa = ic[k]; } L1744: ; } } else { i__1 = nenda - nouta; for (k = kstart; k <= i__1; ++k) { if (ic[k] == *missp || ic[k] == *misss) { goto L175; } if (ic[k] < mina) { mina = ic[k]; } if (ic[k] > maxa) { maxa = ic[k]; } L175: ; } } mislla = 0; if (mina != mallow) { goto L1750; } /* ALL MISSING VALUES MUST BE ACCOMMODATED. */ mina = 0; maxa = 0; mislla = 1; if (*is523 != 2) { goto L177; } /* WHEN ALL VALUES ARE MISSING AND THERE ARE NO SECONDARY */ /* MISSING VALUES IBITA = 0 AS ORIGINALLY SET. OTHERWISE, */ /* IBITA MUST BE CALCULATED. */ L1750: itest = maxa - mina + lmiss; for (ibita = 0; ibita <= 30; ++ibita) { if (itest < ibxx2[ibita]) { goto L177; } /* *** THIS TEST IS THE SAME AS: */ /* *** IF(MAXA-MINA.LT.IBXX2(IBITA)-LMISS)GO TO 177 */ /* L176: */ } /* WRITE(KFILDO,1760)MAXA,MINA */ /* 1760 FORMAT(' ****ERROR IN PACK_GP. VALUE WILL NOT PACK IN 30 BITS.', */ /* 1 ' MAXA ='I13,' MINA ='I13,'. ERROR AT 1760.') */ *ier = 706; goto L900; L177: goto L200; /* ************************************* */ /* AT THIS POINT, GROUP B REQUIRES AS MANY BITS TO PACK AS GROUPA. */ /* THEREFORE, TRY TO ADD INC POINTS TO GROUP A WITHOUT INCREASING */ /* IBITA. THIS AUGMENTED GROUP IS CALLED GROUP C. */ /* ************************************* */ L180: if (mislla == 1) { minc = mallow; minck = mallow; maxc = -mallow; maxck = -mallow; } else { minc = mina; maxc = maxa; minck = minak; maxck = minak; } nount = 0; if (*nxy - (ktotal + kinc) <= lminpk / 2) { kinc = *nxy - ktotal; } /* ABOVE STATEMENT CONSTRAINS THE LAST GROUP TO BE NOT LESS THAN */ /* LMINPK/2 IN SIZE. IF A PROVISION LIKE THIS IS NOT INCLUDED, */ /* THERE WILL MANY TIMES BE A VERY SMALL GROUP AT THE END. */ /* USE SEPARATE LOOPS FOR MISSING AND NO MISSING VALUES */ /* FOR EFFICIENCY. SINCE KINC IS USUALLY 1, USING SEPARATE */ /* LOOPS HERE DOESN'T BUY MUCH. A MISSING VALUE WILL ALWAYS */ /* TRANSFER BACK TO GROUP A. */ if (*is523 == 0) { /* Computing MIN */ i__2 = ktotal + kinc; /*i__1 = min(i__2,*nxy);*/ i__1 = (i__2 < *nxy) ? i__2 : *nxy; for (k = ktotal + 1; k <= i__1; ++k) { if (ic[k] < minc) { minc = ic[k]; minck = k; } if (ic[k] > maxc) { maxc = ic[k]; maxck = k; } ++nount; /* L185: */ } } else if (*is523 == 1) { /* Computing MIN */ i__2 = ktotal + kinc; /*i__1 = min(i__2,*nxy);*/ i__1 = (i__2 < *nxy) ? i__2 : *nxy; for (k = ktotal + 1; k <= i__1; ++k) { if (ic[k] == *missp) { goto L186; } if (ic[k] < minc) { minc = ic[k]; minck = k; } if (ic[k] > maxc) { maxc = ic[k]; maxck = k; } L186: ++nount; /* L187: */ } } else { /* Computing MIN */ i__2 = ktotal + kinc; /*i__1 = min(i__2,*nxy);*/ i__1 = (i__2 < *nxy) ? i__2 : *nxy; for (k = ktotal + 1; k <= i__1; ++k) { if (ic[k] == *missp || ic[k] == *misss) { goto L189; } if (ic[k] < minc) { minc = ic[k]; minck = k; } if (ic[k] > maxc) { maxc = ic[k]; maxck = k; } L189: ++nount; /* L190: */ } } /* ***D WRITE(KFILDO,191)KOUNTA,KTOTAL,MINA,MAXA,IBITA,MISLLA, */ /* ***D 1 MINC,MAXC,NOUNT,IC(KTOTAL),IC(KTOTAL+1) */ /* ***D191 FORMAT(' AT 191, KOUNTA ='I8,' KTOTAL ='I8,' MINA ='I8, */ /* ***D 1 ' MAXA ='I8,' IBITA ='I3,' MISLLA ='I3, */ /* ***D 2 ' MINC ='I8,' MAXC ='I8, */ /* ***D 3 ' NOUNT ='I5,' IC(KTOTAL) ='I9,' IC(KTOTAL+1) =',I9) */ /* IF THE NUMBER OF BITS NEEDED FOR GROUP C IS GT IBITA, */ /* THEN THIS GROUP A IS A GROUP TO PACK. */ if (minc == mallow) { minc = mina; maxc = maxa; minck = minak; maxck = maxak; misllc = 1; goto L195; /* WHEN THE NEW VALUE(S) ARE MISSING, THEY CAN ALWAYS */ /* BE ADDED. */ } else { misllc = 0; } if (maxc - minc >= ibxx2[ibita] - lmiss) { goto L200; } /* THE BITS NECESSARY FOR GROUP C HAS NOT INCREASED FROM THE */ /* BITS NECESSARY FOR GROUP A. ADD THIS POINT(S) TO GROUP A. */ /* COMPUTE THE NEXT GROUP B, ETC., UNLESS ALL POINTS HAVE BEEN */ /* USED. */ L195: ktotal += nount; kounta += nount; mina = minc; maxa = maxc; minak = minck; maxak = maxck; mislla = misllc; adda = TRUE_; if (ktotal >= *nxy) { goto L200; } if (minbk > ktotal && maxbk > ktotal) { mstart = nendb + 1; /* THE MAX AND MIN OF GROUP B WERE NOT FROM THE POINTS */ /* REMOVED, SO THE WHOLE GROUP DOES NOT HAVE TO BE LOOKED */ /* AT TO DETERMINE THE NEW MAX AND MIN. RATHER START */ /* JUST BEYOND THE OLD NENDB. */ ibitbs = ibitb; nendb = 1; goto L150; } else { goto L140; } /* ************************************* */ /* GROUP A IS TO BE PACKED. STORE VALUES IN JMIN( ), JMAX( ), */ /* LBIT( ), AND NOV( ). */ /* ************************************* */ L200: ++(*lx); if (*lx <= *ndg) { goto L205; } lminpk += lminpk / 2; /* WRITE(KFILDO,201)NDG,LMINPK,LX */ /* 201 FORMAT(' ****NDG ='I5,' NOT LARGE ENOUGH.', */ /* 1 ' LMINPK IS INCREASED TO 'I3,' FOR THIS FIELD.'/ */ /* 2 ' LX = 'I10) */ iersav = 716; goto L105; L205: jmin[*lx] = mina; jmax[*lx] = maxa; lbit[*lx] = ibita; nov[*lx] = kounta; kstart = ktotal + 1; if (mislla == 0) { misslx[*lx - 1] = mallow; } else { misslx[*lx - 1] = ic[ktotal]; /* IC(KTOTAL) WAS THE LAST VALUE PROCESSED. IF MISLLA NE 0, */ /* THIS MUST BE THE MISSING VALUE FOR THIS GROUP. */ } /* ***D WRITE(KFILDO,206)MISLLA,IC(KTOTAL),KTOTAL,LX,JMIN(LX),JMAX(LX), */ /* ***D 1 LBIT(LX),NOV(LX),MISSLX(LX) */ /* ***D206 FORMAT(' AT 206, MISLLA ='I2,' IC(KTOTAL) ='I5,' KTOTAL ='I8, */ /* ***D 1 ' LX ='I6,' JMIN(LX) ='I8,' JMAX(LX) ='I8, */ /* ***D 2 ' LBIT(LX) ='I5,' NOV(LX) ='I8,' MISSLX(LX) =',I7) */ if (ktotal >= *nxy) { goto L209; } /* THE NEW GROUP A WILL BE THE PREVIOUS GROUP B. SET LIMITS, ETC. */ ibita = ibitb; mina = minb; maxa = maxb; minak = minbk; maxak = maxbk; mislla = misllb; nenda = nendb; kounta = kountb; ktotal += kounta; adda = FALSE_; goto L133; /* ************************************* */ /* CALCULATE IBIT, THE NUMBER OF BITS NEEDED TO HOLD THE GROUP */ /* MINIMUM VALUES. */ /* ************************************* */ L209: *ibit = 0; i__1 = *lx; for (l = 1; l <= i__1; ++l) { L210: if (jmin[l] < ibxx2[*ibit]) { goto L220; } ++(*ibit); goto L210; L220: ; } /* INSERT THE VALUE IN JMIN( ) TO BE USED FOR ALL MISSING */ /* VALUES WHEN LBIT( ) = 0. WHEN SECONDARY MISSING */ /* VALUES CAN BE PRESENT, LBIT(L) WILL NOT = 0. */ if (*is523 == 1) { i__1 = *lx; for (l = 1; l <= i__1; ++l) { if (lbit[l] == 0) { if (misslx[l - 1] == *missp) { jmin[l] = ibxx2[*ibit] - 1; } } /* L226: */ } } /* ************************************* */ /* CALCULATE JBIT, THE NUMBER OF BITS NEEDED TO HOLD THE BITS */ /* NEEDED TO PACK THE VALUES IN THE GROUPS. BUT FIND AND */ /* REMOVE THE REFERENCE VALUE FIRST. */ /* ************************************* */ /* WRITE(KFILDO,228)CFEED,LX */ /* 228 FORMAT(A1,/' *****************************************' */ /* 1 /' THE GROUP WIDTHS LBIT( ) FOR ',I8,' GROUPS' */ /* 2 /' *****************************************') */ /* WRITE(KFILDO,229) (LBIT(J),J=1,MIN(LX,100)) */ /* 229 FORMAT(/' '20I6) */ *lbitref = lbit[1]; i__1 = *lx; for (k = 1; k <= i__1; ++k) { if (lbit[k] < *lbitref) { *lbitref = lbit[k]; } /* L230: */ } if (*lbitref != 0) { i__1 = *lx; for (k = 1; k <= i__1; ++k) { lbit[k] -= *lbitref; /* L240: */ } } /* WRITE(KFILDO,241)CFEED,LBITREF */ /* 241 FORMAT(A1,/' *****************************************' */ /* 1 /' THE GROUP WIDTHS LBIT( ) AFTER REMOVING REFERENCE ', */ /* 2 I8, */ /* 3 /' *****************************************') */ /* WRITE(KFILDO,242) (LBIT(J),J=1,MIN(LX,100)) */ /* 242 FORMAT(/' '20I6) */ *jbit = 0; i__1 = *lx; for (k = 1; k <= i__1; ++k) { L310: if (lbit[k] < ibxx2[*jbit]) { goto L320; } ++(*jbit); goto L310; L320: ; } /* ************************************* */ /* CALCULATE KBIT, THE NUMBER OF BITS NEEDED TO HOLD THE NUMBER */ /* OF VALUES IN THE GROUPS. BUT FIND AND REMOVE THE */ /* REFERENCE FIRST. */ /* ************************************* */ /* WRITE(KFILDO,321)CFEED,LX */ /* 321 FORMAT(A1,/' *****************************************' */ /* 1 /' THE GROUP SIZES NOV( ) FOR ',I8,' GROUPS' */ /* 2 /' *****************************************') */ /* WRITE(KFILDO,322) (NOV(J),J=1,MIN(LX,100)) */ /* 322 FORMAT(/' '20I6) */ *novref = nov[1]; i__1 = *lx; for (k = 1; k <= i__1; ++k) { if (nov[k] < *novref) { *novref = nov[k]; } /* L400: */ } if (*novref > 0) { i__1 = *lx; for (k = 1; k <= i__1; ++k) { nov[k] -= *novref; /* L405: */ } } /* WRITE(KFILDO,406)CFEED,NOVREF */ /* 406 FORMAT(A1,/' *****************************************' */ /* 1 /' THE GROUP SIZES NOV( ) AFTER REMOVING REFERENCE ',I8, */ /* 2 /' *****************************************') */ /* WRITE(KFILDO,407) (NOV(J),J=1,MIN(LX,100)) */ /* 407 FORMAT(/' '20I6) */ /* WRITE(KFILDO,408)CFEED */ /* 408 FORMAT(A1,/' *****************************************' */ /* 1 /' THE GROUP REFERENCES JMIN( )' */ /* 2 /' *****************************************') */ /* WRITE(KFILDO,409) (JMIN(J),J=1,MIN(LX,100)) */ /* 409 FORMAT(/' '20I6) */ *kbit = 0; i__1 = *lx; for (k = 1; k <= i__1; ++k) { L410: if (nov[k] < ibxx2[*kbit]) { goto L420; } ++(*kbit); goto L410; L420: ; } /* DETERMINE WHETHER THE GROUP SIZES SHOULD BE REDUCED */ /* FOR SPACE EFFICIENCY. */ if (ired == 0) { reduce(kfildo, &jmin[1], &jmax[1], &lbit[1], &nov[1], lx, ndg, ibit, jbit, kbit, novref, ibxx2, ier); if (*ier == 714 || *ier == 715) { /* REDUCE HAS ABORTED. REEXECUTE PACK_GP WITHOUT REDUCE. */ /* PROVIDE FOR A NON FATAL RETURN FROM REDUCE. */ iersav = *ier; ired = 1; *ier = 0; goto L102; } } if ( misslx != 0 ) { free(misslx); misslx=0; } /* CALL TIMPR(KFILDO,KFILDO,'END PACK_GP ') */ if (iersav != 0) { *ier = iersav; return 0; } /* 900 IF(IER.NE.0)RETURN1 */ L900: if ( misslx != 0 ) free(misslx); return 0; } /* pack_gp__ */ pygrib-1.9.8/g2clib_src/pdstemplates.c000077500000000000000000000332701224541055300177200ustar00rootroot00000000000000#include #include "grib2.h" #include "pdstemplates.h" g2int getpdsindex(g2int number) ///$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: getpdsindex // PRGMMR: Gilbert ORG: W/NP11 DATE: 2001-06-28 // // ABSTRACT: This function returns the index of specified Product // Definition Template 4.NN (NN=number) in array templates. // // PROGRAM HISTORY LOG: // 2001-06-28 Gilbert // 2009-01-14 Vuong Changed structure name template to gtemplate // 2009-12-15 Vuong Added Product Definition Template 4.31 // Added Product Definition Template 4.15 // 2010-08-03 Vuong Added Product Definition Template 4.42 and 4.43 // 2010-12-08 Vuong Corrected Product Definition Template 4.42 and 4.43 // 2012-03-29 Vuong Added Templates 4.44,4.45,4.46,4.47,4.48,4.50, // 4.51,4.91,4.32 and 4.52 // // USAGE: index=getpdsindex(number) // INPUT ARGUMENT LIST: // number - NN, indicating the number of the Product Definition // Template 4.NN that is being requested. // // RETURNS: Index of PDT 4.NN in array templates, if template exists. // = -1, otherwise. // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: IBM SP // //$$$/ { g2int j,getpdsindex=-1; for (j=0;jtype=4; new->num=templatespds[index].template_num; new->maplen=templatespds[index].mappdslen; new->needext=templatespds[index].needext; new->map=(g2int *)templatespds[index].mappds; new->extlen=0; new->ext=0; //NULL return(new); } else { printf("getpdstemplate: PDS Template 4.%d not defined.\n",(int)number); return(0); //NULL } return(0); //NULL } gtemplate *extpdstemplate(g2int number,g2int *list) ///$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: extpdstemplate // PRGMMR: Gilbert ORG: W/NP11 DATE: 2000-05-11 // // ABSTRACT: This subroutine generates the remaining octet map for a // given Product Definition Template, if required. Some Templates can // vary depending on data values given in an earlier part of the // Template, and it is necessary to know some of the earlier entry // values to generate the full octet map of the Template. // // PROGRAM HISTORY LOG: // 2000-05-11 Gilbert // 2009-01-14 Vuong Changed structure name template to gtemplate // 2009-08-05 Vuong Added Product Definition Template 4.31 // 2010-08-03 Vuong Added Product Definition Template 4.42 and 4.43 // 2010-12-08 Vuong Corrected Product Definition Template 4.42 and 4.43 // 2012-02-15 Vuong Added Templates 4.44,4.45,4.46,4.47,4.48,4.50, // 4.51,4.91,4.32 and 4.52 // // USAGE: CALL extpdstemplate(number,list) // INPUT ARGUMENT LIST: // number - NN, indicating the number of the Product Definition // Template 4.NN that is being requested. // list() - The list of values for each entry in the // the Product Definition Template 4.NN. // // RETURN VALUE: // - Pointer to the returned template struct. // Returns NULL pointer, if template not found. // // ATTRIBUTES: // LANGUAGE: C // MACHINE: IBM SP // //$$$ { gtemplate *new; g2int index,i,j,k,l; index=getpdsindex(number); if (index == -1) return(0); new=getpdstemplate(number); if ( ! new->needext ) return(new); if ( number == 3 ) { new->extlen=list[26]; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (i=0;iextlen;i++) { new->ext[i]=1; } } else if ( number == 4 ) { new->extlen=list[25]; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (i=0;iextlen;i++) { new->ext[i]=1; } } else if ( number == 8 ) { if ( list[21] > 1 ) { new->extlen=(list[21]-1)*6; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (j=2;j<=list[21];j++) { l=(j-2)*6; for (k=0;k<6;k++) { new->ext[l+k]=new->map[23+k]; } } } } else if ( number == 9 ) { if ( list[28] > 1 ) { new->extlen=(list[28]-1)*6; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (j=2;j<=list[28];j++) { l=(j-2)*6; for (k=0;k<6;k++) { new->ext[l+k]=new->map[30+k]; } } } } else if ( number == 10 ) { if ( list[22] > 1 ) { new->extlen=(list[22]-1)*6; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (j=2;j<=list[22];j++) { l=(j-2)*6; for (k=0;k<6;k++) { new->ext[l+k]=new->map[24+k]; } } } } else if ( number == 11 ) { if ( list[24] > 1 ) { new->extlen=(list[24]-1)*6; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (j=2;j<=list[24];j++) { l=(j-2)*6; for (k=0;k<6;k++) { new->ext[l+k]=new->map[26+k]; } } } } else if ( number == 12 ) { if ( list[23] > 1 ) { new->extlen=(list[23]-1)*6; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (j=2;j<=list[23];j++) { l=(j-2)*6; for (k=0;k<6;k++) { new->ext[l+k]=new->map[25+k]; } } } } else if ( number == 13 ) { new->extlen=((list[37]-1)*6)+list[26]; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); if ( list[37] > 1 ) { for (j=2;j<=list[37];j++) { l=(j-2)*6; for (k=0;k<6;k++) { new->ext[l+k]=new->map[39+k]; } } } l=(list[37]-1)*6; if ( l<0 ) l=0; for (i=0;iext[l+i]=1; } } else if ( number == 14 ) { new->extlen=((list[36]-1)*6)+list[25]; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); if ( list[36] > 1 ) { for (j=2;j<=list[36];j++) { l=(j-2)*6; for (k=0;k<6;k++) { new->ext[l+k]=new->map[38+k]; } } } l=(list[36]-1)*6; if ( l<0 ) l=0; for (i=0;iext[l+i]=1; } } else if ( number == 30 ) { new->extlen=list[4]*5; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (i=0;iext[l]=2; new->ext[l+1]=2; new->ext[l+2]=1; new->ext[l+3]=1; new->ext[l+4]=4; } } else if ( number == 31 ) { new->extlen=list[4]*5; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (i=0;iext[l]=2; new->ext[l+1]=2; new->ext[l+2]=2; new->ext[l+3]=1; new->ext[l+4]=4; } } else if ( number == 42 ) { if ( list[22] > 1 ) { new->extlen=(list[22]-1)*6; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (j=2;j<=list[22];j++) { l=(j-2)*6; for (k=0;k<6;k++) { new->ext[l+k]=new->map[24+k]; } } } } else if ( number == 43 ) { if ( list[25] > 1 ) { new->extlen=(list[25]-1)*6; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (j=2;j<=list[25];j++) { l=(j-2)*6; for (k=0;k<6;k++) { new->ext[l+k]=new->map[27+k]; } } } } else if ( number == 32 ) { new->extlen=list[9]*10; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (i=0;iext[l]=2; new->ext[l+1]=2; new->ext[l+2]=2; new->ext[l+3]=1; new->ext[l+4]=4; } } else if ( number == 46 ) { if ( list[27] > 1 ) { new->extlen=(list[27]-1)*6; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (j=2;j<=list[27];j++) { l=(j-2)*6; for (k=0;k<6;k++) { new->ext[l+k]=new->map[29+k]; } } } } else if ( number == 47 ) { if ( list[30] > 1 ) { new->extlen=(list[30]-1)*6; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (j=2;j<=list[30];j++) { l=(j-2)*6; for (k=0;k<6;k++) { new->ext[l+k]=new->map[32+k]; } } } else if ( number == 51 ) { new->extlen=list[15]*11; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (i=0;iext[l]=1; new->ext[l+1]=1; new->ext[l+2]=-1; new->ext[l+3]=-4; new->ext[l+4]=-1; new->ext[l+5]=-4; } } else if ( number == 91 ) { new->extlen=list[15]*11; new->ext=(g2int *)malloc(sizeof(g2int)*new->extlen); for (i=0;iext[l]=1; new->ext[l+1]=1; new->ext[l+2]=-1; new->ext[l+3]=-4; new->ext[l+4]=-1; new->ext[l+5]=-4; new->ext[l+6]=2; new->ext[l+7]=1; new->ext[l+8]=1; new->ext[l+9]=1; new->ext[l+10]=1; new->ext[l+11]=1; new->ext[l+12]=1; } if ( list[28] = 1 ) { new->ext[l]=1; new->ext[l+1]=1; new->ext[l+2]=1; new->ext[l+3]=4; new->ext[l+4]=1; new->ext[l+5]=4; } else if ( list[28] > 1 ) { new->ext[l]=1; new->ext[l+1]=1; new->ext[l+2]=1; new->ext[l+3]=4; new->ext[l+4]=1; new->ext[l+5]=4; } } } return(new); } pygrib-1.9.8/g2clib_src/pdstemplates.h000077500000000000000000000245711224541055300177310ustar00rootroot00000000000000#ifndef _pdstemplates_H #define _pdstemplates_H #include "grib2.h" // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-26 // // ABSTRACT: This inculde file contains info on all the available // GRIB2 Product Definition Templates used in Section 4 (PDS). // The information decribing each template is stored in the // pdstemplate structure defined below. // // Each Template has three parts: The number of entries in the template // (mappdslen); A map of the template (mappds), which contains the // number of octets in which to pack each of the template values; and // a logical value (needext) that indicates whether the Template needs // to be extended. In some cases the number of entries in a template // can vary depending upon values specified in the "static" part of // the template. ( See Template 4.3 as an example ) // // NOTE: Array mappds contains the number of octets in which the // corresponding template values will be stored. A negative value in // mappds is used to indicate that the corresponding template entry can // contain negative values. This information is used later when packing // (or unpacking) the template data values. Negative data values in GRIB // are stored with the left most bit set to one, and a negative number // of octets value in mappds[] indicates that this possibility should // be considered. The number of octets used to store the data value // in this case would be the absolute value of the negative value in // mappds[]. // // 2005-12-08 Gilbert Allow negative scale factors and limits for // Templates 4.5 and 4.9 // 2009-12-15 Vuong Added Product Definition Template 4.31 // Added Product Definition Template 4.15 // 2010-08-03 Vuong Added Product Definition Template 4.40,4.41,4.42,4.43 // 2010-12-08 Vuong Corrected Definition Template 4.42,4.43 // 2010-12-08 Vuong Corrected Definition Template 4.42,4.43 // 2012-03-29 Vuong Added Templates 4.44,4.45,4.46,4.47,4.48,4.50, // 4.51,4.91,4.32 and 4.52 // //$$$ #define MAXPDSTEMP 39 // maximum number of templates #define MAXPDSMAPLEN 200 // maximum template map length struct pdstemplate { g2int template_num; g2int mappdslen; g2int needext; g2int mappds[MAXPDSMAPLEN]; }; const struct pdstemplate templatespds[MAXPDSTEMP] = { // 4.0: Analysis or Forecast at Horizontal Level/Layer // at a point in time {0,15,0, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4} }, // 4.1: Individual Ensemble Forecast at Horizontal Level/Layer // at a point in time {1,18,0, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,1,1} }, // 4.2: Derived Fcst based on whole Ensemble at Horiz Level/Layer // at a point in time {2,17,0, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,1} }, // 4.3: Derived Fcst based on Ensemble cluster over rectangular // area at Horiz Level/Layer at a point in time {3,31,1, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,1,1,1,1,1,1,-4,-4,4,4,1,-1,4,-1,4} }, // 4.4: Derived Fcst based on Ensemble cluster over circular // area at Horiz Level/Layer at a point in time {4,30,1, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,1,1,1,1,1,1,-4,4,4,1,-1,4,-1,4} }, // 4.5: Probablility Forecast at Horiz Level/Layer // at a point in time {5,22,0, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,1,1,-1,-4,-1,-4} }, // 4.6: Percentile Forecast at Horiz Level/Layer // at a point in time {6,16,0, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1} }, // 4.7: Analysis or Forecast Error at Horizontal Level/Layer // at a point in time {7,15,0, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4} }, // 4.8: Ave/Accum/etc... at Horiz Level/Layer // in a time interval {8,29,1, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,2,1,1,1,1,1,1,4,1,1,1,4,1,4} }, // 4.9: Probablility Forecast at Horiz Level/Layer // in a time interval {9,36,1, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,1,1,-1,-4,-1,-4,2,1,1,1,1,1,1,4,1,1,1,4,1,4} }, // 4.10: Percentile Forecast at Horiz Level/Layer // in a time interval {10,30,1, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,2,1,1,1,1,1,1,4,1,1,1,4,1,4} }, // 4.11: Individual Ensemble Forecast at Horizontal Level/Layer // in a time interval {11,32,1, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,1,1,2,1,1,1,1,1,1,4,1,1,1,4,1,4} }, // 4.12: Derived Fcst based on whole Ensemble at Horiz Level/Layer // in a time interval {12,31,1, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,1,2,1,1,1,1,1,1,4,1,1,1,4,1,4} }, // 4.13: Derived Fcst based on Ensemble cluster over rectangular // area at Horiz Level/Layer in a time interval {13,45,1, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,1,1,1,1,1,1,-4,-4,4,4,1,-1,4,-1,4,2,1,1,1,1,1,1,4,1,1,1,4,1,4} }, // 4.14: Derived Fcst based on Ensemble cluster over circular // area at Horiz Level/Layer in a time interval {14,44,1, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,1,1,1,1,1,1,-4,4,4,1,-1,4,-1,4,2,1,1,1,1,1,1,4,1,1,1,4,1,4} }, // 4.15: Average, accumulation, extreme values or other statistically-processed values over a // spatial area at a horizontal level or in a horizontal layer at a point in time {15,18,0, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,1,1} }, // 4.20: Radar Product {20,19,0, {1,1,1,1,1,-4,4,2,4,2,1,1,1,1,1,2,1,3,2} }, // 4.30: Satellite Product {30,5,1, {1,1,1,1,1} }, // 4.31: Satellite Product {31,5,1, {1,1,1,1,1} }, // 4.40: Analysis or forecast at a horizontal level or in a horizontal layer // at a point in time for atmospheric chemical constituents {40,16,0, {1,1,2,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4} }, // 4.41: Individual ensemble forecast, control and perturbed, at a horizontal level or // in a horizontal layer at a point in time for atmospheric chemical constituents {41,19,0, {1,1,2,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,1,1} }, // 4.42: Average, accumulation, and/or extreme values or other statistically-processed values // at a horizontal level or in a horizontal layer in a continuous or non-continuous // time interval for atmospheric chemical constituents {42,30,1, {1,1,2,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,2,1,1,1,1,1,1,4,1,1,1,4,1,4} }, // 4.43: Individual ensemble forecast, control and perturbed, at a horizontal level // or in a horizontal layer in a continuous or non-continuous // time interval for atmospheric chemical constituents {43,33,1, {1,1,2,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,1,1,2,1,1,1,1,1,1,4,1,1,1,4,1,4} }, // 4.254: CCITT IA5 Character String {254,3,0, {1,1,4} }, // 4.1000: Cross section of analysis or forecast // at a point in time {1000,9,0, {1,1,1,1,1,2,1,1,4} }, // 4.1001: Cross section of Ave/Accum/etc... analysis or forecast // in a time interval {1001,16,0, {1,1,1,1,1,2,1,1,4,4,1,1,1,4,1,4} }, // 4.1001: Cross section of Ave/Accum/etc... analysis or forecast // over latitude or longitude {1002,15,0, {1,1,1,1,1,2,1,1,4,1,1,1,4,4,2} }, // 4.1100: Hovmoller-type grid w/ no averaging or other // statistical processing {1100,15,0, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4} }, // 4.1100: Hovmoller-type grid with averaging or other // statistical processing {1101,22,0, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,4,1,1,1,4,1,4} }, // 4.32:Simulate (synthetic) Satellite Product {32,10,1, {1,1,1,1,1,2,1,1,2,1} }, // 4.44: Analysis or forecast at a horizontal level or in a horizontal layer // at a point in time for Aerosol {44,21,0, {1,1,2,1,-1,-4,-1,-4,1,1,1,2,1,1,2,1,-1,-4,1,-1,-4} }, // 4.45: Individual ensemble forecast, control and // perturbed, at a horizontal level or in a horizontal layer // at a point in time for Aerosol {45,24,0, {1,1,2,1,-1,-4,-1,-4,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,1,1} }, // 4.46: Ave or Accum or Extreme value at level/layer // at horizontal level or in a horizontal in a continuous or // non-continuous time interval for Aerosol {46,35,1, {1,1,2,1,-1,-4,-1,-4,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,2,1,1,1,1,1,1,4,1,1,1,4,1,4} }, // 4.47: Individual ensemble forecast, control and // perturbed, at horizontal level or in a horizontal // in a continuous or non-continuous time interval for Aerosol {47,38,1, {1,1,1,2,1,-1,-4,-1,-4,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,1,1,2,1,1,1,1,1,1,4,1,1,1,4,1,4} }, // VALIDATION --- PDT 4.48 // 4.48: Analysis or forecast at a horizontal level or in a horizontal layer // at a point in time for Optical Properties of Aerosol {48,26,0, {1,1,2,1,-1,-4,-1,-4,1,-1,-4,-1,-4,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4} }, // VALIDATION --- PDT 4.50 // 4.50: Analysis or forecast of multi component parameter or // matrix element at a point in time {50,21,0, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1,1,4,4,4,4} }, // VALIDATIONi --- PDT 4.52 // 4.52: Analysis or forecast of Wave parameters // at the Sea surface at a point in time {52,15,0, {1,1,1,1,1,1,1,1,2,1,1,4,1,-1,-4} }, // 4.51: Categorical forecasts at a horizontal level or // in a horizontal layer at a point in time {51,16,1, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1} }, // 4.91: Categorical forecasts at a horizontal level or // in a horizontal layer at a point in time // in a continuous or non-continuous time interval {91,16,1, {1,1,1,1,1,2,1,1,4,1,-1,-4,1,-1,-4,1} } } ; #endif /* _pdstemplates_H */ pygrib-1.9.8/g2clib_src/pngpack.c000077500000000000000000000125541224541055300166400ustar00rootroot00000000000000#include #include #include "grib2.h" int enc_png(char *,g2int ,g2int ,g2int ,char *); void pngpack(g2float *fld,g2int width,g2int height,g2int *idrstmpl, unsigned char *cpack,g2int *lcpack) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: pngpack // PRGMMR: Gilbert ORG: W/NP11 DATE: 2003-08-27 // // ABSTRACT: This subroutine packs up a data field into PNG image format. // After the data field is scaled, and the reference value is subtracted out, // it is treated as a grayscale image and passed to a PNG encoder. // It also fills in GRIB2 Data Representation Template 5.41 or 5.40010 with // the appropriate values. // // PROGRAM HISTORY LOG: // 2003-08-27 Gilbert // // USAGE: pngpack(g2float *fld,g2int width,g2int height,g2int *idrstmpl, // unsigned char *cpack,g2int *lcpack); // INPUT ARGUMENT LIST: // fld[] - Contains the data values to pack // width - number of points in the x direction // height - number of points in the y direction // idrstmpl - Contains the array of values for Data Representation // Template 5.41 or 5.40010 // [0] = Reference value - ignored on input // [1] = Binary Scale Factor // [2] = Decimal Scale Factor // [3] = number of bits for each data value - ignored on input // [4] = Original field type - currently ignored on input // Data values assumed to be reals. // // OUTPUT ARGUMENT LIST: // idrstmpl - Contains the array of values for Data Representation // Template 5.41 or 5.40010 // [0] = Reference value - set by pngpack routine. // [1] = Binary Scale Factor - unchanged from input // [2] = Decimal Scale Factor - unchanged from input // [3] = Number of bits containing each grayscale pixel value // [4] = Original field type - currently set = 0 on output. // Data values assumed to be reals. // cpack - The packed data field // lcpack - length of packed field cpack. // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: IBM SP // //$$$ { g2int *ifld; static g2float alog2=0.69314718; // ln(2.0) g2int j,nbits,imin,imax,maxdif; g2int ndpts,nbytes; g2float bscale,dscale,rmax,rmin,temp; unsigned char *ctemp; ifld=0; ndpts=width*height; bscale=int_power(2.0,-idrstmpl[1]); dscale=int_power(10.0,idrstmpl[2]); // // Find max and min values in the data // rmax=fld[0]; rmin=fld[0]; for (j=1;j rmax) rmax=fld[j]; if (fld[j] < rmin) rmin=fld[j]; } maxdif = (g2int)rint( (rmax-rmin)*dscale*bscale ); // // If max and min values are not equal, pack up field. // If they are equal, we have a constant field, and the reference // value (rmin) is the value for each point in the field and // set nbits to 0. // if (rmin != rmax && maxdif != 0 ) { ifld=(g2int *)malloc(ndpts*sizeof(g2int)); // // Determine which algorithm to use based on user-supplied // binary scale factor and number of bits. // if (idrstmpl[1] == 0) { // // No binary scaling and calculate minumum number of // bits in which the data will fit. // imin=(g2int)rint(rmin*dscale); imax=(g2int)rint(rmax*dscale); maxdif=imax-imin; temp=log((double)(maxdif+1))/alog2; nbits=(g2int)ceil(temp); rmin=(g2float)imin; // scale data for(j=0;j #include #include "grib2.h" int dec_png(unsigned char *,g2int *,g2int *,char *); g2int pngunpack(unsigned char *cpack,g2int len,g2int *idrstmpl,g2int ndpts, g2float *fld) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: pngunpack // PRGMMR: Gilbert ORG: W/NP11 DATE: 2003-08-27 // // ABSTRACT: This subroutine unpacks a data field that was packed into a // PNG image format // using info from the GRIB2 Data Representation Template 5.41 or 5.40010. // // PROGRAM HISTORY LOG: // 2003-08-27 Gilbert // // USAGE: pngunpack(unsigned char *cpack,g2int len,g2int *idrstmpl,g2int ndpts, // g2float *fld) // INPUT ARGUMENT LIST: // cpack - The packed data field (character*1 array) // len - length of packed field cpack(). // idrstmpl - Pointer to array of values for Data Representation // Template 5.41 or 5.40010 // ndpts - The number of data values to unpack // // OUTPUT ARGUMENT LIST: // fld[] - Contains the unpacked data values // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: IBM SP // //$$$ { g2int *ifld; g2int j,nbits,iret,width,height; g2float ref,bscale,dscale; unsigned char *ctemp; rdieee(idrstmpl+0,&ref,1); bscale = int_power(2.0,idrstmpl[1]); dscale = int_power(10.0,-idrstmpl[2]); nbits = idrstmpl[3]; // // if nbits equals 0, we have a constant field where the reference value // is the data value at each gridpoint // if (nbits != 0) { ifld=(g2int *)calloc(ndpts,sizeof(g2int)); ctemp=(unsigned char *)calloc(ndpts*4,1); if ( ifld == 0 || ctemp == 0) { fprintf(stderr,"Could not allocate space in jpcunpack.\n Data field NOT upacked.\n"); return(1); } iret=(g2int)dec_png(cpack,&width,&height,ctemp); gbits(ctemp,ifld,0,nbits,0,ndpts); for (j=0;j>31; iexp=(rieee[j]&msk2)>>23; imant=(rieee[j]&msk3); //printf("SAGieee= %ld %ld %ld\n",isign,iexp,imant); sign=1.0; if (isign == 1) sign=-1.0; if ( (iexp > 0) && (iexp < 255) ) { temp=(g2float)int_power(2.0,(iexp-127)); a[j]=sign*temp*(1.0+(two23*(g2float)imant)); } else if ( iexp == 0 ) { if ( imant != 0 ) a[j]=sign*two126*two23*(g2float)imant; else a[j]=sign*0.0; } else if ( iexp == 255 ) a[j]=sign*(1E+37); } } pygrib-1.9.8/g2clib_src/reduce.c000066400000000000000000000363601224541055300164620ustar00rootroot00000000000000/* reduce.f -- translated by f2c (version 20031025). You must link the resulting object file with libf2c: on Microsoft Windows system, link with libf2c.lib; on Linux or Unix systems, link with .../path/to/libf2c.a -lm or, if you install libf2c.a in a standard place, with -lf2c -lm -- in that order, at the end of the command line, as in cc *.o -lf2c -lm Source for libf2c is in /netlib/f2c/libf2c.zip, e.g., http://www.netlib.org/f2c/libf2c.zip */ /*#include "f2c.h"*/ #include #include "grib2.h" typedef g2int integer; typedef g2float real; /* Subroutine */ int reduce(integer *kfildo, integer *jmin, integer *jmax, integer *lbit, integer *nov, integer *lx, integer *ndg, integer *ibit, integer *jbit, integer *kbit, integer *novref, integer *ibxx2, integer *ier) { /* Initialized data */ static integer ifeed = 12; /* System generated locals */ integer i__1, i__2; /* Local variables */ static integer newboxtp, j, l, m, jj, lxn, left; static real pimp; static integer move, novl; static char cfeed[1]; static integer nboxj[31], lxnkp, iorigb, ibxx2m1, movmin, ntotbt[31], ntotpr, newboxt; integer *newbox, *newboxp; /* NOVEMBER 2001 GLAHN TDL GRIB2 */ /* MARCH 2002 GLAHN COMMENT IER = 715 */ /* MARCH 2002 GLAHN MODIFIED TO ACCOMMODATE LX=1 ON ENTRY */ /* PURPOSE */ /* DETERMINES WHETHER THE NUMBER OF GROUPS SHOULD BE */ /* INCREASED IN ORDER TO REDUCE THE SIZE OF THE LARGE */ /* GROUPS, AND TO MAKE THAT ADJUSTMENT. BY REDUCING THE */ /* SIZE OF THE LARGE GROUPS, LESS BITS MAY BE NECESSARY */ /* FOR PACKING THE GROUP SIZES AND ALL THE INFORMATION */ /* ABOUT THE GROUPS. */ /* THE REFERENCE FOR NOV( ) WAS REMOVED IN THE CALLING */ /* ROUTINE SO THAT KBIT COULD BE DETERMINED. THIS */ /* FURNISHES A STARTING POINT FOR THE ITERATIONS IN REDUCE. */ /* HOWEVER, THE REFERENCE MUST BE CONSIDERED. */ /* DATA SET USE */ /* KFILDO - UNIT NUMBER FOR OUTPUT (PRINT) FILE. (OUTPUT) */ /* VARIABLES IN CALL SEQUENCE */ /* KFILDO = UNIT NUMBER FOR OUTPUT (PRINT) FILE. (INPUT) */ /* JMIN(J) = THE MINIMUM OF EACH GROUP (J=1,LX). IT IS */ /* POSSIBLE AFTER SPLITTING THE GROUPS, JMIN( ) */ /* WILL NOT BE THE MINIMUM OF THE NEW GROUP. */ /* THIS DOESN'T MATTER; JMIN( ) IS REALLY THE */ /* GROUP REFERENCE AND DOESN'T HAVE TO BE THE */ /* SMALLEST VALUE. (INPUT/OUTPUT) */ /* JMAX(J) = THE MAXIMUM OF EACH GROUP (J=1,LX). */ /* (INPUT/OUTPUT) */ /* LBIT(J) = THE NUMBER OF BITS NECESSARY TO PACK EACH GROUP */ /* (J=1,LX). (INPUT/OUTPUT) */ /* NOV(J) = THE NUMBER OF VALUES IN EACH GROUP (J=1,LX). */ /* (INPUT/OUTPUT) */ /* LX = THE NUMBER OF GROUPS. THIS WILL BE INCREASED */ /* IF GROUPS ARE SPLIT. (INPUT/OUTPUT) */ /* NDG = THE DIMENSION OF JMIN( ), JMAX( ), LBIT( ), AND */ /* NOV( ). (INPUT) */ /* IBIT = THE NUMBER OF BITS NECESSARY TO PACK THE JMIN(J) */ /* VALUES, J=1,LX. (INPUT) */ /* JBIT = THE NUMBER OF BITS NECESSARY TO PACK THE LBIT(J) */ /* VALUES, J=1,LX. (INPUT) */ /* KBIT = THE NUMBER OF BITS NECESSARY TO PACK THE NOV(J) */ /* VALUES, J=1,LX. IF THE GROUPS ARE SPLIT, KBIT */ /* IS REDUCED. (INPUT/OUTPUT) */ /* NOVREF = REFERENCE VALUE FOR NOV( ). (INPUT) */ /* IBXX2(J) = 2**J (J=0,30). (INPUT) */ /* IER = ERROR RETURN. (OUTPUT) */ /* 0 = GOOD RETURN. */ /* 714 = PROBLEM IN ALGORITHM. REDUCE ABORTED. */ /* 715 = NGP NOT LARGE ENOUGH. REDUCE ABORTED. */ /* NTOTBT(J) = THE TOTAL BITS USED FOR THE PACKING BITS J */ /* (J=1,30). (INTERNAL) */ /* NBOXJ(J) = NEW BOXES NEEDED FOR THE PACKING BITS J */ /* (J=1,30). (INTERNAL) */ /* NEWBOX(L) = NUMBER OF NEW BOXES (GROUPS) FOR EACH ORIGINAL */ /* GROUP (L=1,LX) FOR THE CURRENT J. (AUTOMATIC) */ /* (INTERNAL) */ /* NEWBOXP(L) = SAME AS NEWBOX( ) BUT FOR THE PREVIOUS J. */ /* THIS ELIMINATES RECOMPUTATION. (AUTOMATIC) */ /* (INTERNAL) */ /* CFEED = CONTAINS THE CHARACTER REPRESENTATION */ /* OF A PRINTER FORM FEED. (CHARACTER) (INTERNAL) */ /* IFEED = CONTAINS THE INTEGER VALUE OF A PRINTER */ /* FORM FEED. (INTERNAL) */ /* IORIGB = THE ORIGINAL NUMBER OF BITS NECESSARY */ /* FOR THE GROUP VALUES. (INTERNAL) */ /* 1 2 3 4 5 6 7 X */ /* NON SYSTEM SUBROUTINES CALLED */ /* NONE */ /* NEWBOX( ) AND NEWBOXP( ) were AUTOMATIC ARRAYS. */ newbox = (integer *)calloc(*ndg,sizeof(integer)); newboxp = (integer *)calloc(*ndg,sizeof(integer)); /* Parameter adjustments */ --nov; --lbit; --jmax; --jmin; /* Function Body */ *ier = 0; if (*lx == 1) { goto L410; } /* IF THERE IS ONLY ONE GROUP, RETURN. */ *(unsigned char *)cfeed = (char) ifeed; /* INITIALIZE NUMBER OF NEW BOXES PER GROUP TO ZERO. */ i__1 = *lx; for (l = 1; l <= i__1; ++l) { newbox[l - 1] = 0; /* L110: */ } /* INITIALIZE NUMBER OF TOTAL NEW BOXES PER J TO ZERO. */ for (j = 1; j <= 31; ++j) { ntotbt[j - 1] = 999999999; nboxj[j - 1] = 0; /* L112: */ } iorigb = (*ibit + *jbit + *kbit) * *lx; /* IBIT = BITS TO PACK THE JMIN( ). */ /* JBIT = BITS TO PACK THE LBIT( ). */ /* KBIT = BITS TO PACK THE NOV( ). */ /* LX = NUMBER OF GROUPS. */ ntotbt[*kbit - 1] = iorigb; /* THIS IS THE VALUE OF TOTAL BITS FOR THE ORIGINAL LX */ /* GROUPS, WHICH REQUIRES KBITS TO PACK THE GROUP */ /* LENGHTS. SETTING THIS HERE MAKES ONE LESS LOOPS */ /* NECESSARY BELOW. */ /* COMPUTE BITS NOW USED FOR THE PARAMETERS DEFINED. */ /* DETERMINE OTHER POSSIBILITES BY INCREASING LX AND DECREASING */ /* NOV( ) WITH VALUES GREATER THAN THRESHOLDS. ASSUME A GROUP IS */ /* SPLIT INTO 2 OR MORE GROUPS SO THAT KBIT IS REDUCED WITHOUT */ /* CHANGING IBIT OR JBIT. */ jj = 0; /* Computing MIN */ i__1 = 30, i__2 = *kbit - 1; /*for (j = min(i__1,i__2); j >= 2; --j) {*/ for (j = (i__1 < i__2) ? i__1 : i__2; j >= 2; --j) { /* VALUES GE KBIT WILL NOT REQUIRE SPLITS. ONCE THE TOTAL */ /* BITS START INCREASING WITH DECREASING J, STOP. ALSO, THE */ /* NUMBER OF BITS REQUIRED IS KNOWN FOR KBITS = NTOTBT(KBIT). */ newboxt = 0; i__1 = *lx; for (l = 1; l <= i__1; ++l) { if (nov[l] < ibxx2[j]) { newbox[l - 1] = 0; /* NO SPLITS OR NEW BOXES. */ goto L190; } else { novl = nov[l]; m = (nov[l] - 1) / (ibxx2[j] - 1) + 1; /* M IS FOUND BY SOLVING THE EQUATION BELOW FOR M: */ /* (NOV(L)+M-1)/M LT IBXX2(J) */ /* M GT (NOV(L)-1)/(IBXX2(J)-1) */ /* SET M = (NOV(L)-1)/(IBXX2(J)-1)+1 */ L130: novl = (nov[l] + m - 1) / m; /* THE +M-1 IS NECESSARY. FOR INSTANCE, 15 WILL FIT */ /* INTO A BOX 4 BITS WIDE, BUT WON'T DIVIDE INTO */ /* TWO BOXES 3 BITS WIDE EACH. */ if (novl < ibxx2[j]) { goto L185; } else { ++m; /* *** WRITE(KFILDO,135)L,NOV(L),NOVL,M,J,IBXX2(J) */ /* *** 135 FORMAT(/' AT 135--L,NOV(L),NOVL,M,J,IBXX2(J)',6I10) */ goto L130; } /* THE ABOVE DO LOOP WILL NEVER COMPLETE. */ } L185: newbox[l - 1] = m - 1; newboxt = newboxt + m - 1; L190: ; } nboxj[j - 1] = newboxt; ntotpr = ntotbt[j]; ntotbt[j - 1] = (*ibit + *jbit) * (*lx + newboxt) + j * (*lx + newboxt); if (ntotbt[j - 1] >= ntotpr) { jj = j + 1; /* THE PLUS IS USED BECAUSE J DECREASES PER ITERATION. */ goto L250; } else { /* SAVE THE TOTAL NEW BOXES AND NEWBOX( ) IN CASE THIS */ /* IS THE J TO USE. */ newboxtp = newboxt; i__1 = *lx; for (l = 1; l <= i__1; ++l) { newboxp[l - 1] = newbox[l - 1]; /* L195: */ } /* WRITE(KFILDO,197)NEWBOXT,IBXX2(J) */ /* 197 FORMAT(/' *****************************************' */ /* 1 /' THE NUMBER OF NEWBOXES PER GROUP OF THE TOTAL', */ /* 2 I10,' FOR GROUP MAXSIZE PLUS 1 ='I10 */ /* 3 /' *****************************************') */ /* WRITE(KFILDO,198) (NEWBOX(L),L=1,LX) */ /* 198 FORMAT(/' '20I6/(' '20I6)) */ } /* 205 WRITE(KFILDO,209)KBIT,IORIGB */ /* 209 FORMAT(/' ORIGINAL BITS WITH KBIT OF',I5,' =',I10) */ /* WRITE(KFILDO,210)(N,N=2,10),(IBXX2(N),N=2,10), */ /* 1 (NTOTBT(N),N=2,10),(NBOXJ(N),N=2,10), */ /* 2 (N,N=11,20),(IBXX2(N),N=11,20), */ /* 3 (NTOTBT(N),N=11,20),(NBOXJ(N),N=11,20), */ /* 4 (N,N=21,30),(IBXX2(N),N=11,20), */ /* 5 (NTOTBT(N),N=21,30),(NBOXJ(N),N=21,30) */ /* 210 FORMAT(/' THE TOTAL BYTES FOR MAXIMUM GROUP LENGTHS BY ROW'// */ /* 1 ' J = THE NUMBER OF BITS PER GROUP LENGTH'/ */ /* 2 ' IBXX2(J) = THE MAXIMUM GROUP LENGTH PLUS 1 FOR THIS J'/ */ /* 3 ' NTOTBT(J) = THE TOTAL BITS FOR THIS J'/ */ /* 4 ' NBOXJ(J) = THE NEW GROUPS FOR THIS J'/ */ /* 5 4(/10X,9I10)/4(/10I10)/4(/10I10)) */ /* L200: */ } L250: pimp = (iorigb - ntotbt[jj - 1]) / (real) iorigb * 100.f; /* WRITE(KFILDO,252)PIMP,KBIT,JJ */ /* 252 FORMAT(/' PERCENT IMPROVEMENT =',F6.1, */ /* 1 ' BY DECREASING GROUP LENGTHS FROM',I4,' TO',I4,' BITS') */ if (pimp >= 2.f) { /* WRITE(KFILDO,255)CFEED,NEWBOXTP,IBXX2(JJ) */ /* 255 FORMAT(A1,/' *****************************************' */ /* 1 /' THE NUMBER OF NEWBOXES PER GROUP OF THE TOTAL', */ /* 2 I10,' FOR GROUP MAXSIZE PLUS 1 ='I10 */ /* 2 /' *****************************************') */ /* WRITE(KFILDO,256) (NEWBOXP(L),L=1,LX) */ /* 256 FORMAT(/' '20I6) */ /* ADJUST GROUP LENGTHS FOR MAXIMUM LENGTH OF JJ BITS. */ /* THE MIN PER GROUP AND THE NUMBER OF BITS REQUIRED */ /* PER GROUP ARE NOT CHANGED. THIS MAY MEAN THAT A */ /* GROUP HAS A MIN (OR REFERENCE) THAT IS NOT ZERO. */ /* THIS SHOULD NOT MATTER TO THE UNPACKER. */ lxnkp = *lx + newboxtp; /* LXNKP = THE NEW NUMBER OF BOXES */ if (lxnkp > *ndg) { /* DIMENSIONS NOT LARGE ENOUGH. PROBABLY AN ERROR */ /* OF SOME SORT. ABORT. */ /* WRITE(KFILDO,257)NDG,LXNPK */ /* 1 2 3 4 5 6 7 X */ /* 257 FORMAT(/' DIMENSIONS OF JMIN, ETC. IN REDUCE =',I8, */ /* 1 ' NOT LARGE ENOUGH FOR THE EXPANDED NUMBER OF', */ /* 2 ' GROUPS =',I8,'. ABORT REDUCE.') */ *ier = 715; goto L410; /* AN ABORT CAUSES THE CALLING PROGRAM TO REEXECUTE */ /* WITHOUT CALLING REDUCE. */ } lxn = lxnkp; /* LXN IS THE NUMBER OF THE BOX IN THE NEW SERIES BEING */ /* FILLED. IT DECREASES PER ITERATION. */ ibxx2m1 = ibxx2[jj] - 1; /* IBXX2M1 IS THE MAXIMUM NUMBER OF VALUES PER GROUP. */ for (l = *lx; l >= 1; --l) { /* THE VALUES IS NOV( ) REPRESENT THOSE VALUES + NOVREF. */ /* WHEN VALUES ARE MOVED TO ANOTHER BOX, EACH VALUE */ /* MOVED TO A NEW BOX REPRESENTS THAT VALUE + NOVREF. */ /* THIS HAS TO BE CONSIDERED IN MOVING VALUES. */ if (newboxp[l - 1] * (ibxx2m1 + *novref) + *novref > nov[l] + * novref) { /* IF THE ABOVE TEST IS MET, THEN MOVING IBXX2M1 VALUES */ /* FOR ALL NEW BOXES WILL LEAVE A NEGATIVE NUMBER FOR */ /* THE LAST BOX. NOT A TOLERABLE SITUATION. */ movmin = (nov[l] - newboxp[l - 1] * *novref) / newboxp[l - 1]; left = nov[l]; /* LEFT = THE NUMBER OF VALUES TO MOVE FROM THE ORIGINAL */ /* BOX TO EACH NEW BOX EXCEPT THE LAST. LEFT IS THE */ /* NUMBER LEFT TO MOVE. */ } else { movmin = ibxx2m1; /* MOVMIN VALUES CAN BE MOVED FOR EACH NEW BOX. */ left = nov[l]; /* LEFT IS THE NUMBER OF VALUES LEFT TO MOVE. */ } if (newboxp[l - 1] > 0) { if ((movmin + *novref) * newboxp[l - 1] + *novref <= nov[l] + *novref && (movmin + *novref) * (newboxp[l - 1] + 1) >= nov[l] + *novref) { goto L288; } else { /* ***D WRITE(KFILDO,287)L,MOVMIN,NOVREF,NEWBOXP(L),NOV(L) */ /* ***D287 FORMAT(/' AT 287 IN REDUCE--L,MOVMIN,NOVREF,', */ /* ***D 1 'NEWBOXP(L),NOV(L)',5I12 */ /* ***D 2 ' REDUCE ABORTED.') */ /* WRITE(KFILDO,2870) */ /* 2870 FORMAT(/' AN ERROR IN REDUCE ALGORITHM. ABORT REDUCE.') */ *ier = 714; goto L410; /* AN ABORT CAUSES THE CALLING PROGRAM TO REEXECUTE */ /* WITHOUT CALLING REDUCE. */ } } L288: i__1 = newboxp[l - 1] + 1; for (j = 1; j <= i__1; ++j) { /*move = min(movmin,left);*/ move = (movmin < left) ? movmin : left; jmin[lxn] = jmin[l]; jmax[lxn] = jmax[l]; lbit[lxn] = lbit[l]; nov[lxn] = move; --lxn; left -= move + *novref; /* THE MOVE OF MOVE VALUES REALLY REPRESENTS A MOVE OF */ /* MOVE + NOVREF VALUES. */ /* L290: */ } if (left != -(*novref)) { /* *** WRITE(KFILDO,292)L,LXN,MOVE,LXNKP,IBXX2(JJ),LEFT,NOV(L), */ /* *** 1 MOVMIN */ /* *** 292 FORMAT(' AT 292 IN REDUCE--L,LXN,MOVE,LXNKP,', */ /* *** 1 'IBXX2(JJ),LEFT,NOV(L),MOVMIN'/8I12) */ } /* L300: */ } *lx = lxnkp; /* LX IS NOW THE NEW NUMBER OF GROUPS. */ *kbit = jj; /* KBIT IS NOW THE NEW NUMBER OF BITS REQUIRED FOR PACKING */ /* GROUP LENGHTS. */ } /* WRITE(KFILDO,406)CFEED,LX */ /* 406 FORMAT(A1,/' *****************************************' */ /* 1 /' THE GROUP SIZES NOV( ) AFTER REDUCTION IN SIZE', */ /* 2 ' FOR'I10,' GROUPS', */ /* 3 /' *****************************************') */ /* WRITE(KFILDO,407) (NOV(J),J=1,LX) */ /* 407 FORMAT(/' '20I6) */ /* WRITE(KFILDO,408)CFEED,LX */ /* 408 FORMAT(A1,/' *****************************************' */ /* 1 /' THE GROUP MINIMA JMIN( ) AFTER REDUCTION IN SIZE', */ /* 2 ' FOR'I10,' GROUPS', */ /* 3 /' *****************************************') */ /* WRITE(KFILDO,409) (JMIN(J),J=1,LX) */ /* 409 FORMAT(/' '20I6) */ L410: if ( newbox != 0 ) free(newbox); if ( newboxp != 0 ) free(newboxp); return 0; } /* reduce_ */ pygrib-1.9.8/g2clib_src/seekgb.c000077500000000000000000000054301224541055300164500ustar00rootroot00000000000000#include #include #include "grib2.h" void seekgb(FILE *lugb,g2int iseek,g2int mseek,g2int *lskip,g2int *lgrib) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // // SUBPROGRAM: seekgb Searches a file for the next GRIB message. // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-28 // // ABSTRACT: This subprogram searches a file for the next GRIB Message. // The search is done starting at byte offset iseek of the file referenced // by lugb for mseek bytes at a time. // If found, the starting position and length of the message are returned // in lskip and lgrib, respectively. // The search is terminated when an EOF or I/O error is encountered. // // PROGRAM HISTORY LOG: // 2002-10-28 GILBERT Modified from Iredell's skgb subroutine // 2009-01-16 VUONG Changed lskip to 4 instead of sizof(g2int) // // USAGE: seekgb(FILE *lugb,g2int iseek,g2int mseek,int *lskip,int *lgrib) // INPUT ARGUMENTS: // lugb - FILE pointer for the file to search. File must be // opened before this routine is called. // iseek - number of bytes in the file to skip before search // mseek - number of bytes to search at a time // OUTPUT ARGUMENTS: // lskip - number of bytes to skip from the beggining of the file // to where the GRIB message starts // lgrib - number of bytes in message (set to 0, if no message found) // // ATTRIBUTES: // LANGUAGE: C // //$$$ { g2int ret; g2int k,k4,ipos,nread,lim,start,vers,lengrib; int end; unsigned char *cbuf; // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - *lgrib=0; cbuf=(unsigned char *)malloc(mseek); nread=mseek; ipos=iseek; // - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - // LOOP UNTIL GRIB MESSAGE IS FOUND while (*lgrib==0 && nread==mseek) { // READ PARTIAL SECTION ret=fseek(lugb,ipos,SEEK_SET); nread=fread(cbuf,sizeof(unsigned char),mseek,lugb); lim=nread-8; // LOOK FOR 'GRIB...' IN PARTIAL SECTION for (k=0;k #include #include "grib2.h" void simpack(g2float *fld,g2int ndpts,g2int *idrstmpl,unsigned char *cpack,g2int *lcpack) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: simpack // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-11-06 // // ABSTRACT: This subroutine packs up a data field using the simple // packing algorithm as defined in the GRIB2 documention. It // also fills in GRIB2 Data Representation Template 5.0 with the // appropriate values. // // PROGRAM HISTORY LOG: // 2002-11-06 Gilbert // // USAGE: CALL simpack(fld,ndpts,idrstmpl,cpack,lcpack) // INPUT ARGUMENT LIST: // fld[] - Contains the data values to pack // ndpts - The number of data values in array fld[] // idrstmpl - Contains the array of values for Data Representation // Template 5.0 // [0] = Reference value - ignored on input // [1] = Binary Scale Factor // [2] = Decimal Scale Factor // [3] = Number of bits used to pack data, if value is // > 0 and <= 31. // If this input value is 0 or outside above range // then the num of bits is calculated based on given // data and scale factors. // [4] = Original field type - currently ignored on input // Data values assumed to be reals. // // OUTPUT ARGUMENT LIST: // idrstmpl - Contains the array of values for Data Representation // Template 5.0 // [0] = Reference value - set by simpack routine. // [1] = Binary Scale Factor - unchanged from input // [2] = Decimal Scale Factor - unchanged from input // [3] = Number of bits used to pack data, unchanged from // input if value is between 0 and 31. // If this input value is 0 or outside above range // then the num of bits is calculated based on given // data and scale factors. // [4] = Original field type - currently set = 0 on output. // Data values assumed to be reals. // cpack - The packed data field // lcpack - length of packed field starting at cpack. // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ { static g2int zero=0; g2int *ifld; g2int j,nbits,imin,imax,maxdif,nbittot,left; g2float bscale,dscale,rmax,rmin,temp; double maxnum; static g2float alog2=0.69314718; // ln(2.0) bscale=int_power(2.0,-idrstmpl[1]); dscale=int_power(10.0,idrstmpl[2]); if (idrstmpl[3] <= 0 || idrstmpl[3] > 31) nbits=0; else nbits=idrstmpl[3]; // // Find max and min values in the data // rmax=fld[0]; rmin=fld[0]; for (j=1;j rmax) rmax=fld[j]; if (fld[j] < rmin) rmin=fld[j]; } ifld=calloc(ndpts,sizeof(g2int)); // // If max and min values are not equal, pack up field. // If they are equal, we have a constant field, and the reference // value (rmin) is the value for each point in the field and // set nbits to 0. // if (rmin != rmax) { // // Determine which algorithm to use based on user-supplied // binary scale factor and number of bits. // if (nbits==0 && idrstmpl[1]==0) { // // No binary scaling and calculate minumum number of // bits in which the data will fit. // imin=(g2int)rint(rmin*dscale); imax=(g2int)rint(rmax*dscale); maxdif=imax-imin; temp=log((double)(maxdif+1))/alog2; nbits=(g2int)ceil(temp); rmin=(g2float)imin; // scale data for(j=0;j #include #include "grib2.h" g2int simunpack(unsigned char *cpack,g2int *idrstmpl,g2int ndpts,g2float *fld) ////$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: simunpack // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-10-29 // // ABSTRACT: This subroutine unpacks a data field that was packed using a // simple packing algorithm as defined in the GRIB2 documention, // using info from the GRIB2 Data Representation Template 5.0. // // PROGRAM HISTORY LOG: // 2002-10-29 Gilbert // // USAGE: int simunpack(unsigned char *cpack,g2int *idrstmpl,g2int ndpts, // g2float *fld) // INPUT ARGUMENT LIST: // cpack - pointer to the packed data field. // idrstmpl - pointer to the array of values for Data Representation // Template 5.0 // ndpts - The number of data values to unpack // // OUTPUT ARGUMENT LIST: // fld - Contains the unpacked data values. fld must be allocated // with at least ndpts*sizeof(g2float) bytes before // calling this routine. // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$// { g2int *ifld; g2int j,nbits,itype; g2float ref,bscale,dscale; rdieee(idrstmpl+0,&ref,1); bscale = int_power(2.0,idrstmpl[1]); dscale = int_power(10.0,-idrstmpl[2]); nbits = idrstmpl[3]; itype = idrstmpl[4]; ifld=(g2int *)calloc(ndpts,sizeof(g2int)); if ( ifld == 0 ) { fprintf(stderr,"Could not allocate space in simunpack.\n Data field NOT upacked.\n"); return(1); } // // if nbits equals 0, we have a constant field where the reference value // is the data value at each gridpoint // if (nbits != 0) { gbits(cpack,ifld,0,nbits,0,ndpts); for (j=0;j #include #include #include "grib2.h" void specpack(g2float *fld,g2int ndpts,g2int JJ,g2int KK,g2int MM, g2int *idrstmpl,unsigned char *cpack,g2int *lcpack) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: specpack // PRGMMR: Gilbert ORG: W/NP11 DATE: 2002-12-19 // // ABSTRACT: This subroutine packs a spectral data field using the complex // packing algorithm for spherical harmonic data as // defined in the GRIB2 Data Representation Template 5.51. // // PROGRAM HISTORY LOG: // 2002-12-19 Gilbert // // USAGE: void specpack(g2float *fld,g2int ndpts,g2int JJ,g2int KK,g2int MM, // g2int *idrstmpl,insigned char *cpack,g2int *lcpack) // INPUT ARGUMENT LIST: // fld[] - Contains the packed data values // ndpts - The number of data values to pack // JJ - J - pentagonal resolution parameter // KK - K - pentagonal resolution parameter // MM - M - pentagonal resolution parameter // idrstmpl - Contains the array of values for Data Representation // Template 5.51 // // OUTPUT ARGUMENT LIST: // cpack - The packed data field (character*1 array) // lcpack - length of packed field cpack(). // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: IBM SP // //$$$ { g2int *ifld,tmplsim[5]; g2float bscale,dscale,*unpk,*tfld; g2float *pscale,tscale; g2int Js,Ks,Ms,Ts,Ns,inc,incu,incp,n,Nm,m,ipos; bscale = int_power(2.0,-idrstmpl[1]); dscale = int_power(10.0,idrstmpl[2]); Js=idrstmpl[5]; Ks=idrstmpl[6]; Ms=idrstmpl[7]; Ts=idrstmpl[8]; // // Calculate Laplacian scaling factors for each possible wave number. // pscale=(g2float *)malloc((JJ+MM)*sizeof(g2float)); tscale=(g2float)idrstmpl[4]*1E-6; for (n=Js;n<=JJ+MM;n++) pscale[n]=pow((g2float)(n*(n+1)),tscale); // // Separate spectral coeffs into two lists; one to contain unpacked // values within the sub-spectrum Js, Ks, Ms, and the other with values // outside of the sub-spectrum to be packed. // tfld=(g2float *)malloc(ndpts*sizeof(g2float)); unpk=(g2float *)malloc(ndpts*sizeof(g2float)); ifld=(g2int *)malloc(ndpts*sizeof(g2int)); inc=0; incu=0; incp=0; for (m=0;m<=MM;m++) { Nm=JJ; // triangular or trapezoidal if ( KK == JJ+MM ) Nm=JJ+m; // rhombodial Ns=Js; // triangular or trapezoidal if ( Ks == Js+Ms ) Ns=Js+m; // rhombodial for (n=m;n<=Nm;n++) { if (n<=Ns && m<=Ms) { // save unpacked value unpk[incu++]=fld[inc++]; // real part unpk[incu++]=fld[inc++]; // imaginary part } else { // Save value to be packed and scale // Laplacian scale factor tfld[incp++]=fld[inc++]*pscale[n]; // real part tfld[incp++]=fld[inc++]*pscale[n]; // imaginary part } } } free(pscale); if (incu != Ts) { printf("specpack: Incorrect number of unpacked values %d given:\n",(int)Ts); printf("specpack: Resetting idrstmpl[8] to %d\n",(int)incu); Ts=incu; } // // Add unpacked values to the packed data array in 32-bit IEEE format // mkieee(unpk,(g2int *)cpack,Ts); ipos=4*Ts; // // Scale and pack the rest of the coefficients // tmplsim[1]=idrstmpl[1]; tmplsim[2]=idrstmpl[2]; tmplsim[3]=idrstmpl[3]; simpack(tfld,ndpts-Ts,tmplsim,cpack+ipos,lcpack); *lcpack=(*lcpack)+ipos; // // Fill in Template 5.51 // idrstmpl[0]=tmplsim[0]; idrstmpl[1]=tmplsim[1]; idrstmpl[2]=tmplsim[2]; idrstmpl[3]=tmplsim[3]; idrstmpl[8]=Ts; idrstmpl[9]=1; // Unpacked spectral data is 32-bit IEEE free(tfld); free(unpk); free(ifld); return; } pygrib-1.9.8/g2clib_src/specunpack.c000077500000000000000000000075101224541055300173450ustar00rootroot00000000000000#include #include #include #include "grib2.h" g2int specunpack(unsigned char *cpack,g2int *idrstmpl,g2int ndpts,g2int JJ, g2int KK, g2int MM, g2float *fld) //$$$ SUBPROGRAM DOCUMENTATION BLOCK // . . . . // SUBPROGRAM: specunpack // PRGMMR: Gilbert ORG: W/NP11 DATE: 2000-06-21 // // ABSTRACT: This subroutine unpacks a spectral data field that was packed // using the complex packing algorithm for spherical harmonic data as // defined in the GRIB2 documention, // using info from the GRIB2 Data Representation Template 5.51. // // PROGRAM HISTORY LOG: // 2000-06-21 Gilbert // // USAGE: int specunpack(unsigned char *cpack,g2int *idrstmpl, // g2int ndpts,g2int JJ,g2int KK,g2int MM,g2float *fld) // INPUT ARGUMENT LIST: // cpack - pointer to the packed data field. // idrstmpl - pointer to the array of values for Data Representation // Template 5.51 // ndpts - The number of data values to unpack (real and imaginary parts) // JJ - J - pentagonal resolution parameter // KK - K - pentagonal resolution parameter // MM - M - pentagonal resolution parameter // // OUTPUT ARGUMENT LIST: // fld() - Contains the unpacked data values. fld must be allocated // with at least ndpts*sizeof(g2float) bytes before // calling this routine. // // REMARKS: None // // ATTRIBUTES: // LANGUAGE: C // MACHINE: // //$$$ { g2int *ifld,j,iofst,nbits; g2float ref,bscale,dscale,*unpk; g2float *pscale,tscale; g2int Js,Ks,Ms,Ts,Ns,Nm,n,m; g2int inc,incu,incp; rdieee(idrstmpl+0,&ref,1); bscale = int_power(2.0,idrstmpl[1]); dscale = int_power(10.0,-idrstmpl[2]); nbits = idrstmpl[3]; Js=idrstmpl[5]; Ks=idrstmpl[6]; Ms=idrstmpl[7]; Ts=idrstmpl[8]; if (idrstmpl[9] == 1) { // unpacked floats are 32-bit IEEE unpk=(g2float *)malloc(ndpts*sizeof(g2float)); ifld=(g2int *)malloc(ndpts*sizeof(g2int)); gbits(cpack,ifld,0,32,0,Ts); iofst=32*Ts; rdieee(ifld,unpk,Ts); // read IEEE unpacked floats gbits(cpack,ifld,iofst,nbits,0,ndpts-Ts); // unpack scaled data // // Calculate Laplacian scaling factors for each possible wave number. // pscale=(g2float *)malloc((JJ+MM+1)*sizeof(g2float)); tscale=(g2float)idrstmpl[4]*1E-6; for (n=Js;n<=JJ+MM;n++) pscale[n]=pow((g2float)(n*(n+1)),-tscale); // // Assemble spectral coeffs back to original order. // inc=0; incu=0; incp=0; for (m=0;m<=MM;m++) { Nm=JJ; // triangular or trapezoidal if ( KK == JJ+MM ) Nm=JJ+m; // rhombodial Ns=Js; // triangular or trapezoidal if ( Ks == Js+Ms ) Ns=Js+m; // rhombodial for (n=m;n<=Nm;n++) { if (n<=Ns && m<=Ms) { // grab unpacked value fld[inc++]=unpk[incu++]; // real part fld[inc++]=unpk[incu++]; // imaginary part } else { // Calc coeff from packed value fld[inc++]=(((g2float)ifld[incp++]*bscale)+ref)* dscale*pscale[n]; // real part fld[inc++]=(((g2float)ifld[incp++]*bscale)+ref)* dscale*pscale[n]; // imaginary part } } } free(pscale); free(unpk); free(ifld); } else { printf("specunpack: Cannot handle 64 or 128-bit floats.\n"); for (j=0;j .TH CNVGRIB1TO2 1 "2013-10-31" "pygrib" .SH NAME .B cnvgrib1to2 \- Convert a GRIB1 file to GRIB2 format .SH SYNOPSIS .B cnvgrib1tos21 .I .I .I [packing_scheme] .SH DESCRIPTION This command (from the pygrib package) converts a GRIB1 formatted file to GRIB2 formatted file. GRIB is a file format defined for meteorological data defined by the WMO (World Meteorological Organisation). It is commonly used in meteorology to store historical and forecast weather data. .SH OPTIONS This program takes an optional .I packing_scheme which may be one of: .TP .B grid_simple .TP .B grid_complex .TP .B grid_complex_spatial_differencing .TP .B grid_jpeg .TP .B grid_png .P The default is .I 'grid_jpeg' .SH EXIT STATUS .TP 0 if OK or if the program did not start due to a wrong number of commandline arguments .TP 1 if the program failed during the conversion stage .SH AUTHORS Jeffrey Whitaker wrote the code. .br Alastair McKinstry wrote this man page .SH SEE ALSO Related tools are .B cnvgrib2to1, .B grib_list and .B grib_repack which are all based on the more general python module .I pygrib and the c-library .I gribapi pygrib-1.9.8/man/cnvgrib2to1.1000066400000000000000000000017771224541055300160370ustar00rootroot00000000000000.\"updated 31-Oct-2013 by Jos de Kloe .TH CNVGRIB2TO1 1 "2013-10-31" "pygrib" .SH NAME .B cnvgrib2to1 \- Convert a GRIB2 file to GRIB1 format .SH SYNOPSIS .B cnvgrib2to1 .I .I .SH DESCRIPTION This command (from the pygrib package) converts a GRIB2 formatted file to a GRIB1 formatted file. GRIB is a file format defined for meteorological data defined by the WMO (World Meteorological Organisation). It is commonly used in meteorology to store historical and forecast weather data. .SH EXIT STATUS .TP 0 if OK or if the program did not start due to a wrong number of commandline arguments .TP 1 if the program failed during the conversion stage .SH AUTHORS Jeffrey Whitaker wrote the code. .br Alastair McKinstry wrote this man page .SH SEE ALSO Related tools are .B cnvgrib1to2, .B grib_list and .B grib_repack which are all based on the more general python module .I pygrib and the c-library .I gribapi pygrib-1.9.8/man/grib_list.1000066400000000000000000000017401224541055300156430ustar00rootroot00000000000000.\"updated 31-Oct-2013 by Jos de Kloe .TH grib_list 1 "2013-10-31" "pygrib" .SH NAME .B grib_list \- List the contents of a GRIB or GRIB2 file .SH SYNOPSIS .B grib_list .I gribfile [-s] [-m] .SH DESCRIPTION This command (from the pygrib package) lists the contents of a GRIB1 or GRIB2 (meteorological data) formatted file. .SH OPTIONS Optional parameters (only one can be specified): .TP .B -s Give a short, rather than long, form of the listing. .TP .B -m Adds min/max of data to short listing. .SH EXIT STATUS .TP 0 if OK .TP 1 if the program failed during the list stage or if it did not start due to a wrong number of commandline arguments .SH AUTHORS Jeffrey Whitaker wrote the code. .br Alastair McKinstry wrote this man page. .SH SEE ALSO Related tools are .B cnvgrib1to2, .B cnvgrib2to1, and .B grib_repack which are all based on the more general python module .I pygrib and the c-library .I gribapi pygrib-1.9.8/man/grib_repack.1000066400000000000000000000025711224541055300161400ustar00rootroot00000000000000.\"updated 31-Oct-2013 by Jos de Kloe .TH grib_repack 1 "2013-10-31" "pygrib" .SH NAME .B grib_repack \- change the packing scheme in a GRIB2 file .SH SYNOPSIS .B grib_repack .I -pN grib2filein grib2fileout .PP .B grib_repack -h .SH DESCRIPTION This command (from the pygrib package) repacks the data in .I grib2filein with a different packing scheme, and writes it to a new file named .I grib2fileout .SH OPTIONS The following optional parameter is available: .TP \fB\-h\fR, \fB\-\-help\fR show help message .TP The following parameter is required for normal use and not optional: .TP \fB\-pN\fR Desired packing type, where .I N is: .TP .B 0 for simple packing .TP .B 1 for simple matrix packing .TP .B 2 for complex packing .TP .B 3 for complex packing with spatial differencing .TP .B 4 for no packing (ieee) .TP .B 40 for JPEG2000 packing .TP .B 41 for PNG packing .TP .B 61 for simple log pre-processing .SH EXIT STATUS .TP 0 if OK .TP 1 if the program failed during the list stage or if it did not start due to incorrect commandline arguments .SH EXAMPLE The following commnd converts grib2filein to complex packing with spatial differencing, saves result to grib2fileout. .TP grib_repack -p3 grib2filein grib2fileout .SH AUTHORS Jeffrey Whitaker wrote the code. .br Alastair McKinstry wrote this man page. pygrib-1.9.8/ncepgrib2.py000077500000000000000000001642471224541055300152740ustar00rootroot00000000000000__version__ = '1.9.3' import g2clib import struct import string import math import warnings import operator from datetime import datetime try: from StringIO import StringIO except ImportError: from io import BytesIO as StringIO import numpy as np from numpy import ma try: import pyproj except ImportError: try: from mpl_toolkits.basemap import pyproj except: raise ImportError("either pyproj or basemap required") # Code Table 3.2: Shape of the Earth. _earthparams={0:6367470.0, 1:'Spherical - radius specified in m by data producer', 2:(6378160.0,6356775.0), 3:'OblateSpheroid - major and minor axes specified in km by data producer', 4:(6378137.0,6356752.314), 5:'WGS84', 6:6371229.0, 7:'OblateSpheroid - major and minor axes specified in m by data producer', 8:6371200.0, 255:'Missing'} for _n in range(192): if not _n in _earthparams: _earthparams[_n]='Reserved' for _n in range(192,255): _earthparams[_n] = 'Reserved for local use' _table0={1:('Melbourne (WMC)','ammc'), 2:('Melbourne - BMRC (WMC)',None), 3:('Melbourne (WMC)',None), 4:('Moscow (WMC)',None), 5:('Moscow (WMC)',None), 6:('Moscow (WMC)',None), 7:('US National Weather Service - NCEP (WMC)','kwbc'), 8:('US National Weather Service - NWSTG (WMC)',None), 9:('US National Weather Service - Other (WMC)',None), 10:('Cairo (RSMC/RAFC)',None), 11:('Cairo (RSMC/RAFC)',None), 12:('Dakar (RSMC/RAFC)',None), 13:('Dakar (RSMC/RAFC)',None), 14:('Nairobi (RSMC/RAFC)',None), 15:('Nairobi (RSMC/RAFC)',None), 16:('Casablanca',None), 17:('Tunis (RSMC)',None), 18:('Tunis-Casablanca (RSMC)',None), 19:('Tunis-Casablanca (RSMC)',None), 20:('Las Palmas (RAFC)',None), 21:('Algiers (RSMC)',None), 22:('ACMAD',None), 23:('Mozambique (NMC)',None), 24:('Pretoria (RSMC)',None), 25:('La Reunion (RSMC)',None), 26:('Khabarovsk (RSMC)',None), 27:('Khabarovsk (RSMC)',None), 28:('New Delhi (RSMC/RAFC)',None), 29:('New Delhi (RSMC/RAFC)',None), 30:('Novosibirsk (RSMC)',None), 31:('Novosibirsk (RSMC)',None), 32:('Tashkent (RSMC)',None), 33:('Jeddah (RSMC)',None), 34:('Japanese Meteorological Agency - Tokyo (RSMC)','rjtd'), 35:('Japanese Meteorological Agency - Tokyo (RSMC)',None), 36:('Bankok',None), 37:('Ulan Bator',None), 38:('Beijing (RSMC)','babj'), 39:('Beijing (RSMC)',None), 40:('Korean Meteorological Administration - Seoul','rksl'), 41:('Buenos Aires (RSMC/RAFC)',None), 42:('Buenos Aires (RSMC/RAFC)',None), 43:('Brasilia (RSMC/RAFC)',None), 44:('Brasilia (RSMC/RAFC)',None), 45:('Santiago',None), 46:('Brazilian Space Agency - INPE','sbsj'), 47:('Columbia (NMC)',None), 48:('Ecuador (NMC)',None), 49:('Peru (NMC)',None), 50:('Venezuela (NMC)',None), 51:('Miami (RSMC/RAFC)',None), 52:('Tropical Prediction Center (NHC), Miami (RSMC)',None), 53:('Canadian Meteorological Service - Montreal (RSMC)',None), 54:('Canadian Meteorological Service - Montreal (RSMC)','cwao'), 55:('San Francisco',None), 56:('ARINC Center',None), 57:('U.S. Air Force - Global Weather Center',None), 58:('US Navy - Fleet Numerical Oceanography Center','fnmo'), 59:('NOAA Forecast Systems Lab, Boulder CO',None), 60:('National Center for Atmospheric Research (NCAR), Boulder, CO',None), 61:('Service ARGOS - Landover, MD, USA',None), 62:('US Naval Oceanographic Office',None), 63:('Reserved',None), 64:('Honolulu',None), 65:('Darwin (RSMC)',None), 66:('Darwin (RSMC)',None), 67:('Melbourne (RSMC)',None), 68:('Reserved',None), 69:('Wellington (RSMC/RAFC)',None), 70:('Wellington (RSMC/RAFC)',None), 71:('Nadi (RSMC)',None), 72:('Singapore',None), 73:('Malaysia (NMC)',None), 74:('U.K. Met Office - Exeter (RSMC)','egrr'), 75:('U.K. Met Office - Exeter (RSMC)',None), 76:('Moscow (RSMC/RAFC)',None), 77:('Reserved',None), 78:('Offenbach (RSMC)','edzw'), 79:('Offenbach (RSMC)',None), 80:('Rome (RSMC)','cnmc'), 81:('Rome (RSMC)',None), 82:('Norrkoping',None), 83:('Norrkoping',None), 84:('French Weather Service - Toulouse','lfpw'), 85:('French Weather Service - Toulouse','lfpw'), 86:('Helsinki',None), 87:('Belgrade',None), 88:('Oslo',None), 89:('Prague',None), 90:('Episkopi',None), 91:('Ankara',None), 92:('Frankfurt/Main (RAFC)',None), 93:('London (WAFC)',None), 94:('Copenhagen',None), 95:('Rota',None), 96:('Athens',None), 97:('European Space Agency (ESA)',None), 98:('European Center for Medium-Range Weather Forecasts (RSMC)','ecmf'), 99:('De BiltNone), Netherlands',None), 100:('Brazzaville',None), 101:('Abidjan',None), 102:('Libyan Arab Jamahiriya (NMC)',None), 103:('Madagascar (NMC)',None), 104:('Mauritius (NMC)',None), 105:('Niger (NMC)',None), 106:('Seychelles (NMC)',None), 107:('Uganda (NMC)',None), 108:('Tanzania (NMC)',None), 109:('Zimbabwe (NMC)',None), 110:('Hong-Kong',None), 111:('Afghanistan (NMC)',None), 112:('Bahrain (NMC)',None), 113:('Bangladesh (NMC)',None), 114:('Bhutan (NMC)',None), 115:('Cambodia (NMC)',None), 116:("Democratic People's Republic of Korea (NMC)",None), 117:('Islamic Republic of Iran (NMC)',None), 118:('Iraq (NMC)',None), 119:('Kazakhstan (NMC)',None), 120:('Kuwait (NMC)',None), 121:('Kyrgyz Republic (NMC)',None), 122:("Lao People's Democratic Republic (NMC)",None), 123:('MacaoNone), China',None), 124:('Maldives (NMC)',None), 125:('Myanmar (NMC)',None), 126:('Nepal (NMC)',None), 127:('Oman (NMC)',None), 128:('Pakistan (NMC)',None), 129:('Qatar (NMC)',None), 130:('Republic of Yemen (NMC)',None), 131:('Sri Lanka (NMC)',None), 132:('Tajikistan (NMC)',None), 133:('Turkmenistan (NMC)',None), 134:('United Arab Emirates (NMC)',None), 135:('Uzbekistan (NMC)',None), 136:('Socialist Republic of Viet Nam (NMC)',None), 137:('Reserved',None), 138:('Reserved',None), 139:('Reserved',None), 140:('Bolivia (NMC)',None), 141:('Guyana (NMC)',None), 142:('Paraguay (NMC)',None), 143:('Suriname (NMC)',None), 144:('Uruguay (NMC)',None), 145:('French Guyana',None), 146:('Brazilian Navy Hydrographic Center',None), 147:('Reserved',None), 148:('Reserved',None), 149:('Reserved',None), 150:('Antigua and Barbuda (NMC)',None), 151:('Bahamas (NMC)',None), 152:('Barbados (NMC)',None), 153:('Belize (NMC)',None), 154:('British Caribbean Territories Center',None), 155:('San Jose',None), 156:('Cuba (NMC)',None), 157:('Dominica (NMC)',None), 158:('Dominican Republic (NMC)',None), 159:('El Salvador (NMC)',None), 160:('US NOAA/NESDIS',None), 161:('US NOAA Office of Oceanic and Atmospheric Research',None), 162:('Guatemala (NMC)',None), 163:('Haiti (NMC)',None), 164:('Honduras (NMC)',None), 165:('Jamaica (NMC)',None), 166:('Mexico',None), 167:('Netherlands Antilles and Aruba (NMC)',None), 168:('Nicaragua (NMC)',None), 169:('Panama (NMC)',None), 170:('Saint Lucia (NMC)',None), 171:('Trinidad and Tobago (NMC)',None), 172:('French Departments',None), 173:('Reserved',None), 174:('Reserved',None), 175:('Reserved',None), 176:('Reserved',None), 177:('Reserved',None), 178:('Reserved',None), 179:('Reserved',None), 180:('Reserved',None), 181:('Reserved',None), 182:('Reserved',None), 183:('Reserved',None), 184:('Reserved',None), 185:('Reserved',None), 186:('Reserved',None), 187:('Reserved',None), 188:('Reserved',None), 189:('Reserved',None), 190:('Cook Islands (NMC)',None), 191:('French Polynesia (NMC)',None), 192:('Tonga (NMC)',None), 193:('Vanuatu (NMC)',None), 194:('Brunei (NMC)',None), 195:('Indonesia (NMC)',None), 196:('Kiribati (NMC)',None), 197:('Federated States of Micronesia (NMC)',None), 198:('New Caledonia (NMC)',None), 199:('Niue',None), 200:('Papua New Guinea (NMC)',None), 201:('Philippines (NMC)',None), 202:('Samoa (NMC)',None), 203:('Solomon Islands (NMC)',None), 204:('Reserved',None), 205:('Reserved',None), 206:('Reserved',None), 207:('Reserved',None), 208:('Reserved',None), 209:('Reserved',None), 210:('Frascati',None), 211:('Lanion',None), 212:('Lisboa',None), 213:('Reykjavik',None), 214:('Madrid','lemm'), 215:('Zurich',None), 216:('Service ARGOS - ToulouseNone), FR',None), 217:('Bratislava',None), 218:('Budapest',None), 219:('Ljubljana',None), 220:('Warsaw',None), 221:('Zagreb',None), 222:('Albania (NMC)',None), 223:('Armenia (NMC)',None), 224:('Austria (NMC)',None), 225:('Azerbaijan (NMC)',None), 226:('Belarus (NMC)',None), 227:('Belgium (NMC)',None), 228:('Bosnia and Herzegovina (NMC)',None), 229:('Bulgaria (NMC)',None), 230:('Cyprus (NMC)',None), 231:('Estonia (NMC)',None), 232:('Georgia (NMC)',None), 233:('Dublin',None), 234:('Israel (NMC)',None), 235:('Jordan (NMC)',None), 236:('Latvia (NMC)',None), 237:('Lebanon (NMC)',None), 238:('Lithuania (NMC)',None), 239:('Luxembourg',None), 240:('Malta (NMC)',None), 241:('Monaco',None), 242:('Romania (NMC)',None), 243:('Syrian Arab Republic (NMC)',None), 244:('The former Yugoslav Republic of Macedonia (NMC)',None), 245:('Ukraine (NMC)',None), 246:('Republic of Moldova',None), 247:('Reserved',None), 248:('Reserved',None), 249:('Reserved',None), 250:('Reserved',None), 251:('Reserved',None), 252:('Reserved',None), 253:('Reserved',None), 254:('EUMETSAT Operations Center',None), 255:('Missing Value',None)} def _dec2bin(val, maxbits = 8): """ A decimal to binary converter. Returns bits in a list. """ retval = [] for i in range(maxbits - 1, -1, -1): bit = int(val / (2 ** i)) val = (val % (2 ** i)) retval.append(bit) return retval def _putieeeint(r): """convert a float to a IEEE format 32 bit integer""" ra = np.array([r],'f') ia = np.empty(1,'i') g2clib.rtoi_ieee(ra,ia) return ia[0] def _getieeeint(i): """convert an IEEE format 32 bit integer to a float""" ia = np.array([i],'i') ra = np.empty(1,'f') g2clib.itor_ieee(ia,ra) return ra[0] def _isString(string): """Test if string is a string like object if not return 0 """ try: string + '' except: return 0 else: return 1 class Grib2Message: """ Class for accessing data in a GRIB Edition 2 message. The L{Grib2Decode} function returns a list of these class instances, one for each grib message in the file. When a class instance is created, metadata in the GRIB2 file is decoded and used to set various instance variables. @ivar bitmap_indicator_flag: flag to indicate whether a bit-map is used (0 for yes, 255 for no). @ivar data_representation_template: data representation template from section 5. @ivar data_representation_template_number: data representation template number from section 5 (U{Table 5.0 }) @ivar has_local_use_section: True if grib message contains a local use section. If True the actual local use section is contained in the C{_local_use_section} instance variable, as a raw byte string. @ivar discipline_code: product discipline code for grib message (U{Table 0.0 }). @ivar earthRmajor: major (equatorial) earth radius. @ivar earthRminor: minor (polar) earth radius. @ivar grid_definition_info: grid definition section information from section 3. See L{Grib2Encode.addgrid} for details. @ivar grid_definition_template: grid definition template from section 3. @ivar grid_definition_template_number: grid definition template number from section 3 (U{Table 3.1 }). @ivar gridlength_in_x_direction: x (or longitudinal) direction grid length. @ivar gridlength_in_y_direction: y (or latitudinal) direction grid length. @ivar identification_section: data from identification section (section 1). See L{Grib2Encode.__init__} for details. @ivar latitude_first_gridpoint: latitude of first grid point on grid. @ivar latitude_last_gridpoint: latitude of last grid point on grid. @ivar longitude_first_gridpoint: longitude of first grid point on grid. @ivar longitude_last_gridpoint: longitude of last grid point on grid. @ivar originating_center: name of national/international originating center. @ivar center_wmo_code: 4 character wmo code for originating center. @ivar scanmodeflags: scanning mode flags from Table 3.4 (U{Table 3.4 }). - bit 1: 0 - Points in the first row or column scan in the +i (+x) direction 1 - Points in the first row or column scan in the -i (-x) direction - bit 2: 0 - Points in the first row or column scan in the -j (-y) direction 1 - Points in the first row or column scan in the +j (+y) direction - bit 3: 0 - Adjacent points in the i (x) direction are consecutive (row-major order). 1 - Adjacent points in the j (y) direction are consecutive (column-major order). - bit 4: 0 - All rows scan in the same direction 1 - Adjacent rows scan in the opposite direction @ivar number_of_data_points_to_unpack: total number of data points in grib message. @ivar points_in_x_direction: number of points in the x (longitudinal) direction. @ivar points_in_y_direction: number of points in the y (latitudinal) direction. @ivar product_definition_template: product definition template from section 4. @ivar product_definition_template_number: product definition template number from section 4 (U{Table 4.0 }). @ivar shape_of_earth: string describing the shape of the earth (e.g. 'Oblate Spheroid', 'Spheroid'). @ivar spectral_truncation_parameters: pentagonal truncation parameters that describe the spherical harmonic truncation (only relevant for grid_definition_template_numbers 50-52). For triangular truncation, all three of these numbers are the same. @ivar latitude_of_southern_pole: the geographic latitude in degrees of the southern pole of the coordinate system (for rotated lat/lon or gaussian grids). @ivar longitude_of_southern_pole: the geographic longitude in degrees of the southern pole of the coordinate system (for rotated lat/lon or gaussian grids). @ivar angle_of_pole_rotation: The angle of rotation in degrees about the new polar axis (measured clockwise when looking from the southern to the northern pole) of the coordinate system. For rotated lat/lon or gaussian grids. @ivar missing_value: primary missing value (for data_representation_template_numbers 2 and 3). @ivar missing_value2: secondary missing value (for data_representation_template_numbers 2 and 3). @ivar proj4_: instance variables with this prefix are used to set the map projection parameters for U{PROJ.4}. """ def __init__(self,**kwargs): """ create a Grib2Decode class instance given a GRIB Edition 2 filename. (used by L{Grib2Decode} function - not directly called by user) """ for k,v in kwargs.items(): setattr(self,k,v) # grid information gdsinfo = self.grid_definition_info gdtnum = self.grid_definition_template_number gdtmpl = self.grid_definition_template reggrid = gdsinfo[2] == 0 # gdsinfo[2]=0 means regular 2-d grid # shape of the earth. if gdtnum not in [50,51,52,1200]: earthR = _earthparams[gdtmpl[0]] if earthR == 'Reserved': earthR = None else: earthR = None if _isString(earthR) and (earthR.startswith('Reserved') or earthR=='Missing'): self.shape_of_earth = earthR self.earthRminor = None self.earthRmajor = None elif _isString(earthR) and earthR.startswith('Spherical'): self.shape_of_earth = earthR scaledearthR = gdtmpl[2] earthRscale = gdtmpl[1] self.earthRmajor = math.pow(10,-earthRscale)*scaledearthR self.earthRminor = self.earthRmajor elif _isString(earthR) and earthR.startswith('OblateSpheroid'): self.shape_of_earth = earthR scaledearthRmajor = gdtmpl[4] earthRmajorscale = gdtmpl[3] self.earthRmajor = math.pow(10,-earthRmajorscale)*scaledearthRmajor self.earthRmajor = self.earthRmajor*1000. # convert to m from km scaledearthRminor = gdtmpl[6] earthRminorscale = gdtmpl[5] self.earthRminor = math.pow(10,-earthRminorscale)*scaledearthRminor self.earthRminor = self.earthRminor*1000. # convert to m from km elif _isString(earthR) and earthR.startswith('WGS84'): self.shape_of_earth = earthR self.earthRmajor = 6378137.0 self.earthRminor = 6356752.3142 elif isinstance(earthR,tuple): self.shape_of_earth = 'OblateSpheroid' self.earthRmajor = earthR[0] self.earthRminor = earthR[1] else: if earthR is not None: self.shape_of_earth = 'Spherical' self.earthRmajor = earthR self.earthRminor = self.earthRmajor if reggrid and gdtnum not in [50,51,52,53,100,120,1000,1200]: self.points_in_x_direction = gdtmpl[7] self.points_in_y_direction = gdtmpl[8] if not reggrid and gdtnum == 40: # 'reduced' gaussian grid. self.points_in_y_direction = gdtmpl[8] if gdtnum in [0,1,203,205,32768]: # regular or rotated lat/lon grid scalefact = float(gdtmpl[9]) divisor = float(gdtmpl[10]) if scalefact == 0: scalefact = 1. if divisor <= 0: divisor = 1.e6 self.latitude_first_gridpoint = scalefact*gdtmpl[11]/divisor self.longitude_first_gridpoint = scalefact*gdtmpl[12]/divisor self.latitude_last_gridpoint = scalefact*gdtmpl[14]/divisor self.longitude_last_gridpoint = scalefact*gdtmpl[15]/divisor self.gridlength_in_x_direction = scalefact*gdtmpl[16]/divisor self.gridlength_in_y_direction = scalefact*gdtmpl[17]/divisor if self.latitude_first_gridpoint > self.latitude_last_gridpoint: self.gridlength_in_y_direction = -self.gridlength_in_y_direction if self.longitude_first_gridpoint > self.longitude_last_gridpoint: self.gridlength_in_x_direction = -self.gridlength_in_x_direction self.scanmodeflags = _dec2bin(gdtmpl[18])[0:4] if gdtnum == 1: self.latitude_of_southern_pole = scalefact*gdtmpl[19]/divisor self.longitude_of_southern_pole = scalefact*gdtmpl[20]/divisor self.angle_of_pole_rotation = gdtmpl[21] elif gdtnum == 10: # mercator self.latitude_first_gridpoint = gdtmpl[9]/1.e6 self.longitude_first_gridpoint = gdtmpl[10]/1.e6 self.latitude_last_gridpoint = gdtmpl[13]/1.e6 self.longitude_last_gridpoint = gdtmpl[14]/1.e6 self.gridlength_in_x_direction = gdtmpl[17]/1.e3 self.gridlength_in_y_direction= gdtmpl[18]/1.e3 self.proj4_lat_ts = gdtmpl[12]/1.e6 self.proj4_lon_0 = 0.5*(self.longitude_first_gridpoint+self.longitude_last_gridpoint) self.proj4_proj = 'merc' self.scanmodeflags = _dec2bin(gdtmpl[15])[0:4] elif gdtnum == 20: # stereographic projflag = _dec2bin(gdtmpl[16])[0] self.latitude_first_gridpoint = gdtmpl[9]/1.e6 self.longitude_first_gridpoint = gdtmpl[10]/1.e6 self.proj4_lat_ts = gdtmpl[12]/1.e6 if projflag == 0: self.proj4_lat_0 = 90 elif projflag == 1: self.proj4_lat_0 = -90 else: raise ValueError('Invalid projection center flag = %s'%projflag) self.proj4_lon_0 = gdtmpl[13]/1.e6 self.gridlength_in_x_direction = gdtmpl[14]/1000. self.gridlength_in_y_direction = gdtmpl[15]/1000. self.proj4_proj = 'stere' self.scanmodeflags = _dec2bin(gdtmpl[17])[0:4] elif gdtnum == 30: # lambert conformal self.latitude_first_gridpoint = gdtmpl[9]/1.e6 self.longitude_first_gridpoint = gdtmpl[10]/1.e6 self.gridlength_in_x_direction = gdtmpl[14]/1000. self.gridlength_in_y_direction = gdtmpl[15]/1000. self.proj4_lat_1 = gdtmpl[18]/1.e6 self.proj4_lat_2 = gdtmpl[19]/1.e6 self.proj4_lat_0 = gdtmpl[12]/1.e6 self.proj4_lon_0 = gdtmpl[13]/1.e6 self.proj4_proj = 'lcc' self.scanmodeflags = _dec2bin(gdtmpl[17])[0:4] elif gdtnum == 31: # albers equal area. self.latitude_first_gridpoint = gdtmpl[9]/1.e6 self.longitude_first_gridpoint = gdtmpl[10]/1.e6 self.gridlength_in_x_direction = gdtmpl[14]/1000. self.gridlength_in_y_direction = gdtmpl[15]/1000. self.proj4_lat_1 = gdtmpl[18]/1.e6 self.proj4_lat_2 = gdtmpl[19]/1.e6 self.proj4_lat_0 = gdtmpl[12]/1.e6 self.proj4_lon_0 = gdtmpl[13]/1.e6 self.proj4_proj = 'aea' self.scanmodeflags = _dec2bin(gdtmpl[17])[0:4] elif gdtnum == 40 or gdtnum == 41: # gaussian grid. scalefact = float(gdtmpl[9]) divisor = float(gdtmpl[10]) if scalefact == 0: scalefact = 1. if divisor <= 0: divisor = 1.e6 self.points_between_pole_and_equator = gdtmpl[17] self.latitude_first_gridpoint = scalefact*gdtmpl[11]/divisor self.longitude_first_gridpoint = scalefact*gdtmpl[12]/divisor self.latitude_last_gridpoint = scalefact*gdtmpl[14]/divisor self.longitude_last_gridpoint = scalefact*gdtmpl[15]/divisor if reggrid: self.gridlength_in_x_direction = scalefact*gdtmpl[16]/divisor if self.longitude_first_gridpoint > self.longitude_last_gridpoint: self.gridlength_in_x_direction = -self.gridlength_in_x_direction self.scanmodeflags = _dec2bin(gdtmpl[18])[0:4] if gdtnum == 41: self.latitude_of_southern_pole = scalefact*gdtmpl[19]/divisor self.longitude_of_southern_pole = scalefact*gdtmpl[20]/divisor self.angle_of_pole_rotation = gdtmpl[21] elif gdtnum == 50: # spectral coefficients. self.spectral_truncation_parameters = (gdtmpl[0],gdtmpl[1],gdtmpl[2]) self.scanmodeflags = [None,None,None,None] # doesn't apply elif gdtnum == 90: # near-sided vertical perspective satellite projection self.proj4_lat_0 = gdtmpl[9]/1.e6 self.proj4_lon_0 = gdtmpl[10]/1.e6 self.proj4_h = self.earthRmajor * (gdtmpl[18]/1.e6) dx = gdtmpl[12] dy = gdtmpl[13] # if lat_0 is equator, it's a geostationary view. if self.proj4_lat_0 == 0.: # if lat_0 is equator, it's a self.proj4_proj = 'geos' # general case of 'near-side perspective projection' (untested) else: self.proj4_proj = 'nsper' msg = """ only geostationary perspective is supported. lat/lon values returned by grid method may be incorrect.""" warnings.warn(msg) # latitude of horizon on central meridian lonmax = 90.-(180./np.pi)*np.arcsin(self.earthRmajor/self.proj4_h) # longitude of horizon on equator latmax = 90.-(180./np.pi)*np.arcsin(self.earthRminor/self.proj4_h) # truncate to nearest thousandth of a degree (to make sure # they aren't slightly over the horizon) latmax = int(1000*latmax)/1000. lonmax = int(1000*lonmax)/1000. # h is measured from surface of earth at equator. self.proj4_h = self.proj4_h - self.earthRmajor # width and height of visible projection P = pyproj.Proj(proj=self.proj4_proj,\ a=self.earthRmajor,b=self.earthRminor,\ lat_0=0,lon_0=0,h=self.proj4_h) x1,y1 = P(0.,latmax); x2,y2 = P(lonmax,0.) width = 2*x2; height = 2*y1 self.gridlength_in_x_direction = width/dx self.gridlength_in_y_direction = height/dy self.scanmodeflags = _dec2bin(gdtmpl[16])[0:4] elif gdtnum == 110: # azimuthal equidistant. self.proj4_lat_0 = gdtmpl[9]/1.e6 self.proj4_lon_0 = gdtmpl[10]/1.e6 self.gridlength_in_x_direction = gdtmpl[12]/1000. self.gridlength_in_y_direction = gdtmpl[13]/1000. self.proj4_proj = 'aeqd' self.scanmodeflags = _dec2bin(gdtmpl[15])[0:4] elif gdtnum == 204: # curvilinear orthogonal self.scanmodeflags = _dec2bin(gdtmpl[18])[0:4] # missing value. drtnum = self.data_representation_template_number drtmpl = self.data_representation_template if (drtnum == 2 or drtnum == 3) and drtmpl[6] != 0: self.missing_value = _getieeeint(drtmpl[7]) if drtmpl[6] == 2: self.missing_value2 = _getieeeint(drtmpl[8]) def __repr__(self): strings = [] keys = self.__dict__.keys() keys.sort() for k in keys: if not k.startswith('_'): strings.append('%s = %s\n'%(k,self.__dict__[k])) return ''.join(strings) def data(self,fill_value=9.9692099683868690e+36,masked_array=True,expand=True,order=None): """ returns an unpacked data grid. Can also be accomplished with L{values} property. @keyword fill_value: missing or masked data is filled with this value (default 9.9692099683868690e+36). @keyword masked_array: if True, return masked array if there is bitmap for missing or masked data (default True). @keyword expand: if True (default), ECMWF 'reduced' gaussian grids are expanded to regular gaussian grids. @keyword order: if 1, linear interpolation is used for expanding reduced gaussian grids. if 0, nearest neighbor interpolation is used. Default is 0 if grid has missing or bitmapped values, 1 otherwise. @return: C{B{data}}, a float32 numpy regular or masked array with shape (nlats,lons) containing the requested grid. """ # make sure scan mode is supported. # if there is no 'scanmodeflags', then grid is not supported. from redtoreg import _redtoreg if not hasattr(self,'scanmodeflags'): raise ValueError('unsupported grid definition template number %s'%self.grid_definition_template_number) else: if self.scanmodeflags[2]: storageorder='F' else: storageorder='C' bitmapflag = self.bitmap_indicator_flag drtnum = self.data_representation_template_number drtmpl = self.data_representation_template # default order=0 is missing values or bitmap exists. if order is None: if ((drtnum == 3 or drtnum == 2) and drtmpl[6] != 0) or bitmapflag == 0: order = 0 else: order = 1 try: f = open(self._grib_filename,'rb') except (TypeError,IOError): f = StringIO(self._grib_filename) f.seek(self._grib_message_byteoffset) gribmsg = f.read(self._grib_message_length) f.close() gdtnum = self.grid_definition_template_number gdtmpl = self.grid_definition_template ndpts = self.number_of_data_points_to_unpack gdsinfo = self.grid_definition_info ngrdpts = gdsinfo[1] ipos = self._section7_byte_offset fld1=g2clib.unpack7(gribmsg,gdtnum,gdtmpl,drtnum,drtmpl,ndpts,ipos,np.empty,storageorder=storageorder) # apply bitmap. if bitmapflag == 0: bitmap=self._bitmap fld = fill_value*np.ones(ngrdpts,'f') np.put(fld,np.nonzero(bitmap),fld1) if masked_array: fld = ma.masked_values(fld,fill_value) # missing values instead of bitmap elif masked_array and hasattr(self,'missing_value'): if hasattr(self, 'missing_value2'): mask = np.logical_or(fld1 == self.missing_value, fld1 == self.missing_value2) else: mask = fld1 == self.missing_value fld = ma.array(fld1,mask=mask) else: fld = fld1 nx = None; ny = None if hasattr(self,'points_in_x_direction'): nx = self.points_in_x_direction if hasattr(self,'points_in_y_direction'): ny = self.points_in_y_direction if nx is not None and ny is not None: # rectangular grid. if ma.isMA(fld): fld = ma.reshape(fld,(ny,nx)) else: fld = np.reshape(fld,(ny,nx)) else: if gdsinfo[2] and gdtnum == 40: # ECMWF 'reduced' global gaussian grid. if expand: nx = 2*ny lonsperlat = self.grid_definition_list if ma.isMA(fld): fld = ma.filled(fld) fld = _redtoreg(nx, lonsperlat.astype(np.long),\ fld.astype(np.double), fill_value) fld = ma.masked_values(fld,fill_value) else: fld = _redtoreg(nx, lonsperlat.astype(np.long),\ fld.astype(np.double), fill_value) # check scan modes for rect grids. if nx is not None and ny is not None: # rows scan in the -x direction (so flip) #if self.scanmodeflags[0]: # fldsave = fld.astype('f') # casting makes a copy # fld[:,:] = fldsave[:,::-1] # columns scan in the -y direction (so flip) #if not self.scanmodeflags[1]: # fldsave = fld.astype('f') # casting makes a copy # fld[:,:] = fldsave[::-1,:] # adjacent rows scan in opposite direction. # (flip every other row) if self.scanmodeflags[3]: fldsave = fld.astype('f') # casting makes a copy fld[1::2,:] = fldsave[1::2,::-1] return fld values = property(data) def latlons(self): """alias for L{grid}""" return self.grid() def grid(self): """ return lats,lons (in degrees) of grid. currently can handle reg. lat/lon, global gaussian, mercator, stereographic, lambert conformal, albers equal-area, space-view and azimuthal equidistant grids. L{latlons} method does the same thing. @return: C{B{lats},B{lons}}, float32 numpy arrays containing latitudes and longitudes of grid (in degrees). """ from pygrib import gaulats gdsinfo = self.grid_definition_info gdtnum = self.grid_definition_template_number gdtmpl = self.grid_definition_template reggrid = gdsinfo[2] == 0 # gdsinfo[2]=0 means regular 2-d grid projparams = {} projparams['a']=self.earthRmajor projparams['b']=self.earthRminor if gdtnum == 0: # regular lat/lon grid lon1, lat1 = self.longitude_first_gridpoint, self.latitude_first_gridpoint lon2, lat2 = self.longitude_last_gridpoint, self.latitude_last_gridpoint delon = self.gridlength_in_x_direction delat = self.gridlength_in_y_direction lats = np.arange(lat1,lat2+delat,delat) lons = np.arange(lon1,lon2+delon,delon) # flip if scan mode says to. #if self.scanmodeflags[0]: # lons = lons[::-1] #if not self.scanmodeflags[1]: # lats = lats[::-1] projparams['proj'] = 'cyl' lons,lats = np.meshgrid(lons,lats) # make 2-d arrays. elif gdtnum == 40: # gaussian grid (only works for global!) lon1, lat1 = self.longitude_first_gridpoint, self.latitude_first_gridpoint lon2, lat2 = self.longitude_last_gridpoint, self.latitude_last_gridpoint nlats = self.points_in_y_direction if not reggrid: # ECMWF 'reduced' gaussian grid. nlons = 2*nlats delon = 360./nlons else: nlons = self.points_in_x_direction delon = self.gridlength_in_x_direction lons = np.arange(lon1,lon2+delon,delon) # compute gaussian lats (north to south) lats = gaulats(nlats) if lat1 < lat2: # reverse them if necessary lats = lats[::-1] # flip if scan mode says to. #if self.scanmodeflags[0]: # lons = lons[::-1] #if not self.scanmodeflags[1]: # lats = lats[::-1] projparams['proj'] = 'cyl' lons,lats = np.meshgrid(lons,lats) # make 2-d arrays # mercator, lambert conformal, stereographic, albers equal area, azimuthal equidistant elif gdtnum in [10,20,30,31,110]: nx = self.points_in_x_direction ny = self.points_in_y_direction dx = self.gridlength_in_x_direction dy = self.gridlength_in_y_direction lon1, lat1 = self.longitude_first_gridpoint, self.latitude_first_gridpoint if gdtnum == 10: # mercator. projparams['lat_ts']=self.proj4_lat_ts projparams['proj']=self.proj4_proj projparams['lon_0']=self.proj4_lon_0 pj = pyproj.Proj(projparams) llcrnrx, llcrnry = pj(lon1,lat1) x = llcrnrx+dx*np.arange(nx) y = llcrnry+dy*np.arange(ny) x, y = np.meshgrid(x, y) lons, lats = pj(x, y, inverse=True) elif gdtnum == 20: # stereographic projparams['lat_ts']=self.proj4_lat_ts projparams['proj']=self.proj4_proj projparams['lat_0']=self.proj4_lat_0 projparams['lon_0']=self.proj4_lon_0 pj = pyproj.Proj(projparams) llcrnrx, llcrnry = pj(lon1,lat1) x = llcrnrx+dx*np.arange(nx) y = llcrnry+dy*np.arange(ny) x, y = np.meshgrid(x, y) lons, lats = pj(x, y, inverse=True) elif gdtnum in [30,31]: # lambert, albers projparams['lat_1']=self.proj4_lat_1 projparams['lat_2']=self.proj4_lat_2 projparams['proj']=self.proj4_proj projparams['lon_0']=self.proj4_lon_0 pj = pyproj.Proj(projparams) llcrnrx, llcrnry = pj(lon1,lat1) x = llcrnrx+dx*np.arange(nx) y = llcrnry+dy*np.arange(ny) x, y = np.meshgrid(x, y) lons, lats = pj(x, y, inverse=True) elif gdtnum == 110: # azimuthal equidistant projparams['proj']=self.proj4_proj projparams['lat_0']=self.proj4_lat_0 projparams['lon_0']=self.proj4_lon_0 pj = pyproj.Proj(projparams) llcrnrx, llcrnry = pj(lon1,lat1) x = llcrnrx+dx*np.arange(nx) y = llcrnry+dy*np.arange(ny) x, y = np.meshgrid(x, y) lons, lats = pj(x, y, inverse=True) elif gdtnum == 90: # satellite projection. nx = self.points_in_x_direction ny = self.points_in_y_direction dx = self.gridlength_in_x_direction dy = self.gridlength_in_y_direction projparams['proj']=self.proj4_proj projparams['lon_0']=self.proj4_lon_0 projparams['lat_0']=self.proj4_lat_0 projparams['h']=self.proj4_h pj = pyproj.Proj(projparams) x = dx*np.indices((ny,nx),'f')[1,:,:] x = x - 0.5*x.max() y = dy*np.indices((ny,nx),'f')[0,:,:] y = y - 0.5*y.max() lons, lats = pj(x,y,inverse=True) # set lons,lats to 1.e30 where undefined abslons = np.fabs(lons); abslats = np.fabs(lats) lons = np.where(abslons < 1.e20, lons, 1.e30) lats = np.where(abslats < 1.e20, lats, 1.e30) else: raise ValueError('unsupported grid') self.projparams = projparams return lats.astype('f'), lons.astype('f') def Grib2Decode(filename,gribmsg=False): """ Read the contents of a GRIB2 file. @param filename: name of GRIB2 file (default, gribmsg=False) or binary string representing a grib message (if gribmsg=True). @return: a list of L{Grib2Message} instances representing all of the grib messages in the file. Messages with multiple fields are split into separate messages (so that each L{Grib2Message} instance contains just one data field). The metadata in each GRIB2 message can be accessed via L{Grib2Message} instance variables, the actual data can be read using L{Grib2Message.data}, and the lat/lon values of the grid can be accesses using L{Grib2Message.grid}. If there is only one grib message, just the L{Grib2Message} instance is returned, instead of a list with one element. """ if gribmsg: f = StringIO(filename) else: f = open(filename,'rb') nmsg = 0 # loop over grib messages, read section 0, get entire grib message. disciplines = [] startingpos = [] msglen = [] while 1: # find next occurence of string 'GRIB' (or EOF). nbyte = f.tell() while 1: f.seek(nbyte) start = f.read(4).decode('ascii','ignore') if start == '' or start == 'GRIB': break nbyte = nbyte + 1 if start == '': break # at EOF # otherwise, start (='GRIB') contains indicator message (section 0) startpos = f.tell()-4 f.seek(2,1) # next two octets are reserved # get discipline info. disciplines.append(struct.unpack('>B',f.read(1))[0]) # check to see it's a grib edition 2 file. vers = struct.unpack('>B',f.read(1))[0] if vers != 2: raise IOError('not a GRIB2 file (version number %d)' % vers) lengrib = struct.unpack('>q',f.read(8))[0] msglen.append(lengrib) startingpos.append(startpos) # read in entire grib message. f.seek(startpos) gribmsg = f.read(lengrib) # make sure the message ends with '7777' end = gribmsg[-4:lengrib].decode('ascii','ignore') if end != '7777': raise IOError('partial GRIB message (no "7777" at end)') # do next message. nmsg=nmsg+1 # if no grib messages found, nmsg is still 0 and it's not GRIB. if nmsg==0: raise IOError('not a GRIB file') # now for each grib message, find number of fields. numfields = [] f.seek(0) # rewind file. for n in range(nmsg): f.seek(startingpos[n]) gribmsg = f.read(msglen[n]) pos = 0 numflds = 0 while 1: if gribmsg[pos:pos+4].decode('ascii','ignore') == 'GRIB': sectnum = 0 lensect = 16 elif gribmsg[pos:pos+4].decode('ascii','ignore') == '7777': break else: lensect = struct.unpack('>i',gribmsg[pos:pos+4])[0] sectnum = struct.unpack('>B',gribmsg[pos+4:pos+5])[0] if sectnum == 4: numflds=numflds+1 #if sectnum == 2: numlocal=numlocal+1 pos = pos + lensect #print sectnum,lensect,pos #print n+1,len(gribmsg),numfields,numlocal numfields.append(numflds) # decode each section in grib message (sections 1 and above). gdtnum = [] # grid defn template number from sxn 3 gdtmpl = [] # grid defn template from sxn 3 gdeflist = [] # optional grid definition list from sxn 3 gdsinfo = [] # grid definition section info from sxn3 pdtmpl = [] # product defn template from sxn 4 pdtnum = [] # product defn template number from sxn 4 coordlist = [] # vertical coordinate info from sxn 4 drtmpl = [] # data representation template from sxn 5 drtnum = [] # data representation template number from sxn 5 ndpts = [] # number of data points to be unpacked (from sxn 5) bitmapflag = [] # bit-map indicator flag from sxn 6 bitmap = [] # bitmap from sxn 6. pos7 = [] # byte offset for section 7. localsxn = [] # local use sections. msgstart = [] # byte offset in file for message start. msglength = [] # length of the message in bytes. message = [] # the actual grib message. identsect = [] # identification section (section 1). discipline = [] # discipline code. for n in range(nmsg): spos = startingpos[n] lengrib = msglen[n] #gribmsg = gribmsgs[n] f.seek(spos) gribmsg = f.read(lengrib) discipl = disciplines[n] lensect0 = 16 # get length of section 1 and section number. #lensect1 = struct.unpack('>i',gribmsg[lensect0:lensect0+4])[0] #sectnum1 = struct.unpack('>B',gribmsg[lensect0+4])[0] #print 'sectnum1, lensect1 = ',sectnum1,lensect1 # unpack section 1, octets 1-21 (13 parameters). This section # can occur only once per grib message. #idsect,pos = _unpack1(gribmsg,lensect0) # python version idsect,pos = g2clib.unpack1(gribmsg,lensect0,np.empty) # c version # loop over rest of sections in message. gdtnums = [] gdtmpls = [] gdeflists = [] gdsinfos = [] pdtmpls = [] coordlists = [] pdtnums = [] drtmpls = [] drtnums = [] ndptslist = [] bitmapflags = [] bitmaps = [] sxn7pos = [] localsxns = [] while 1: # check to see if this is the end of the message. if gribmsg[pos:pos+4].decode('ascii','ignore') == '7777': break lensect = struct.unpack('>i',gribmsg[pos:pos+4])[0] sectnum = struct.unpack('>B',gribmsg[pos+4:pos+5])[0] # section 2, local use section. if sectnum == 2: # "local use section", used by NDFD to store WX # strings. This section is returned as a raw # bytestring for further dataset-specific parsing, # not as a numpy array. localsxns.append(gribmsg[pos+5:pos+lensect]) pos = pos + lensect # section 3, grid definition section. elif sectnum == 3: gds,gdtempl,deflist,pos = g2clib.unpack3(gribmsg,pos,np.empty) gdtnums.append(gds[4]) gdtmpls.append(gdtempl) gdeflists.append(deflist) gdsinfos.append(gds) # section, product definition section. elif sectnum == 4: pdtempl,pdtn,coordlst,pos = g2clib.unpack4(gribmsg,pos,np.empty) pdtmpls.append(pdtempl) coordlists.append(coordlst) pdtnums.append(pdtn) # section 5, data representation section. elif sectnum == 5: drtempl,drtn,npts,pos = g2clib.unpack5(gribmsg,pos,np.empty) drtmpls.append(drtempl) drtnums.append(drtn) ndptslist.append(npts) # section 6, bit-map section. elif sectnum == 6: bmap,bmapflag = g2clib.unpack6(gribmsg,gds[1],pos,np.empty) #bitmapflag = struct.unpack('>B',gribmsg[pos+5])[0] if bmapflag == 0: bitmaps.append(bmap.astype('b')) # use last defined bitmap. elif bmapflag == 254: bmapflag = 0 for bmp in bitmaps[::-1]: if bmp is not None: bitmaps.append(bmp) else: bitmaps.append(None) bitmapflags.append(bmapflag) pos = pos + lensect # section 7, data section (nothing done here, # data unpacked when getfld method is invoked). else: if sectnum != 7: msg = 'unknown section = %i' % sectnum raise ValueError(msg) sxn7pos.append(pos) pos = pos + lensect # extend by repeating last value for all remaining fields. gdtnum.append(_repeatlast(numfields[n],gdtnums)) gdtmpl.append(_repeatlast(numfields[n],gdtmpls)) gdeflist.append(_repeatlast(numfields[n],gdeflists)) gdsinfo.append(_repeatlast(numfields[n],gdsinfos)) pdtmpl.append(_repeatlast(numfields[n],pdtmpls)) pdtnum.append(_repeatlast(numfields[n],pdtnums)) coordlist.append(_repeatlast(numfields[n],coordlists)) drtmpl.append(_repeatlast(numfields[n],drtmpls)) drtnum.append(_repeatlast(numfields[n],drtnums)) ndpts.append(_repeatlast(numfields[n],ndptslist)) bitmapflag.append(_repeatlast(numfields[n],bitmapflags)) bitmap.append(_repeatlast(numfields[n],bitmaps)) pos7.append(_repeatlast(numfields[n],sxn7pos)) if len(localsxns) == 0: localsxns = [None] localsxn.append(_repeatlast(numfields[n],localsxns)) msgstart.append(_repeatlast(numfields[n],[spos])) msglength.append(_repeatlast(numfields[n],[lengrib])) identsect.append(_repeatlast(numfields[n],[idsect])) discipline.append(_repeatlast(numfields[n],[discipl])) gdtnum = _flatten(gdtnum) gdtmpl = _flatten(gdtmpl) gdeflist = _flatten(gdeflist) gdsinfo = _flatten(gdsinfo) pdtmpl = _flatten(pdtmpl) pdtnum = _flatten(pdtnum) coordlist = _flatten(coordlist) drtmpl = _flatten(drtmpl) drtnum = _flatten(drtnum) ndpts = _flatten(ndpts) bitmapflag = _flatten(bitmapflag) bitmap = _flatten(bitmap) pos7 = _flatten(pos7) localsxn = _flatten(localsxn) msgstart = _flatten(msgstart) msglength = _flatten(msglength) identsect = _flatten(identsect) discipline = _flatten(discipline) gribs = [] for n in range(len(msgstart)): kwargs = {} kwargs['originating_center']=_table0[identsect[n][0]][0] wmo_code = _table0[identsect[n][0]][1] if wmo_code is not None: kwargs['center_wmo_code']=wmo_code kwargs['grid_definition_template_number']=gdtnum[n] kwargs['grid_definition_template']=gdtmpl[n] if gdeflist[n] != []: kwargs['grid_definition_list']=gdeflist[n] kwargs['grid_definition_info']=gdsinfo[n] kwargs['discipline_code']=discipline[n] kwargs['product_definition_template_number']=pdtnum[n] kwargs['product_definition_template']=pdtmpl[n] kwargs['data_representation_template_number']=drtnum[n] kwargs['data_representation_template']=drtmpl[n] if coordlist[n] != []: kwargs['extra_vertical_coordinate_info']=coordlist[n] kwargs['number_of_data_points_to_unpack']=ndpts[n] kwargs['bitmap_indicator_flag']=bitmapflag[n] if bitmap[n] is not []: kwargs['_bitmap']=bitmap[n] kwargs['_section7_byte_offset']=pos7[n] kwargs['_grib_message_byteoffset']=msgstart[n] kwargs['_grib_message_length']=msglength[n] kwargs['_grib_filename']=filename kwargs['identification_section']=identsect[n] kwargs['_grib_message_number']=n+1 if localsxn[n] is not None: kwargs['has_local_use_section'] = True kwargs['_local_use_section']=localsxn[n] else: kwargs['has_local_use_section'] = False gribs.append(Grib2Message(**kwargs)) f.close() if len(gribs) == 1: return gribs[0] else: return gribs def dump(filename, grbs): """ write the given L{Grib2Message} instances to a grib file. @param filename: file to write grib data to. @param grbs: a list of L{Grib2Message} instances. """ gribfile = open(filename,'wb') for grb in grbs: try: f = open(grb._grib_filename,'rb') except TypeError: f = StringIO(grb._grib_filename) f.seek(grb._grib_message_byteoffset) gribmsg = f.read(grb._grib_message_length) f.close() gribfile.write(gribmsg) gribfile.close() # private methods and functions below here. def _getdate(idsect): """return yyyy,mm,dd,min,ss from section 1""" yyyy=idsect[5] mm=idsect[6] dd=idsect[7] hh=idsect[8] min=idsect[9] ss=idsect[10] return yyyy,mm,dd,hh,min,ss def _unpack1(gribmsg,pos): """unpack section 1 given starting point in bytes used to test pyrex interface to g2_unpack1""" idsect = [] pos = pos + 5 idsect.append(struct.unpack('>h',gribmsg[pos:pos+2])[0]) pos = pos + 2 idsect.append(struct.unpack('>h',gribmsg[pos:pos+2])[0]) pos = pos + 2 idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) pos = pos + 1 idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) pos = pos + 1 idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) pos = pos + 1 idsect.append(struct.unpack('>h',gribmsg[pos:pos+2])[0]) pos = pos + 2 idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) pos = pos + 1 idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) pos = pos + 1 idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) pos = pos + 1 idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) pos = pos + 1 idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) pos = pos + 1 idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) pos = pos + 1 idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) pos = pos + 1 return np.array(idsect,'i'),pos def _repeatlast(numfields,listin): """repeat last item in listin, until len(listin) = numfields""" if len(listin) < numfields: last = listin[-1] for n in range(len(listin),numfields): listin.append(last) return listin def _flatten(lst): try: flist = functools.reduce(operator.add,lst) except NameError: # no reduce in python 3. import functools flist = functools.reduce(operator.add,lst) return flist class Grib2Encode: """ Class for encoding data into a GRIB2 message. - Creating a class instance (L{__init__}) initializes the message and adds sections 0 and 1 (the indicator and identification sections), - method L{addgrid} adds a grid definition (section 3) to the messsage. - method L{addfield} adds sections 4-7 to the message (the product definition, data representation, bitmap and data sections). - method L{end} adds the end section (section 8) and terminates the message. A GRIB Edition 2 message is a machine independent format for storing one or more gridded data fields. Each GRIB2 message consists of the following sections: - SECTION 0: Indicator Section - only one per message - SECTION 1: Identification Section - only one per message - SECTION 2: (Local Use Section) - optional - SECTION 3: Grid Definition Section - SECTION 4: Product Definition Section - SECTION 5: Data Representation Section - SECTION 6: Bit-map Section - SECTION 7: Data Section - SECTION 8: End Section Sequences of GRIB sections 2 to 7, 3 to 7, or sections 4 to 7 may be repeated within a single GRIB message. All sections within such repeated sequences must be present and shall appear in the numerical order noted above. Unrepeated sections remain in effect until redefined. Note: Writing section 2 (the 'local use section') is not yet supported. @ivar msg: A binary string containing the GRIB2 message. After the message has been terminated by calling the L{end} method, this string can be written to a file. """ def __init__(self, discipline, idsect): """ create a Grib2Enecode class instance given the GRIB2 discipline parameter and the identification section (sections 0 and 1). The GRIB2 message is stored as a binary string in instance variable L{msg}. L{addgrid}, L{addfield} and L{end} class methods must be called to complete the GRIB2 message. @param discipline: Discipline or GRIB Master Table Number (Code Table 0.0). (0 for meteorlogical, 1 for hydrological, 2 for land surface, 3 for space, 10 for oceanographic products). @param idsect: Sequence containing identification section (section 1). - idsect[0]=Id of orginating centre (Common Code U{Table C-1}) - idsect[1]=Id of orginating sub-centre (local table) - idsect[2]=GRIB Master Tables Version Number (Code U{Table 1.0 }) - idsect[3]=GRIB Local Tables Version Number (Code U{Table 1.1 }) - idsect[4]=Significance of Reference Time (Code U{Table 1.2 }) - idsect[5]=Reference Time - Year (4 digits) - idsect[6]=Reference Time - Month - idsect[7]=Reference Time - Day - idsect[8]=Reference Time - Hour - idsect[9]=Reference Time - Minute - idsect[10]=Reference Time - Second - idsect[11]=Production status of data (Code U{Table 1.3 }) - idsect[12]=Type of processed data (Code U{Table 1.4}) """ self.msg,msglen=g2clib.grib2_create(np.array([discipline,2],np.int32),np.array(idsect,np.int32)) def addgrid(self,gdsinfo,gdtmpl,deflist=None): """ Add a grid definition section (section 3) to the GRIB2 message. @param gdsinfo: Sequence containing information needed for the grid definition section. - gdsinfo[0] = Source of grid definition (see Code U{Table 3.0 }) - gdsinfo[1] = Number of grid points in the defined grid. - gdsinfo[2] = Number of octets needed for each additional grid points defn. Used to define number of points in each row for non-reg grids (=0 for regular grid). - gdsinfo[3] = Interp. of list for optional points defn (Code U{Table 3.11 }) - gdsinfo[4] = Grid Definition Template Number (Code U{Table 3.1 }) @param gdtmpl: Contains the data values for the specified Grid Definition Template ( NN=gdsinfo[4] ). Each element of this integer array contains an entry (in the order specified) of Grid Definition Template 3.NN @param deflist: (Used if gdsinfo[2] != 0) Sequence containing the number of grid points contained in each row (or column) of a non-regular grid. """ if deflist is not None: dflist = np.array(deflist,'i') else: dflist = None self.scanmodeflags = None gdtnum = gdsinfo[4] if gdtnum in [0,1,2,3,40,41,42,43,44,203,205,32768,32769]: self.scanmodeflags = _dec2bin(gdtmpl[18])[0:4] elif gdtnum == 10: # mercator self.scanmodeflags = _dec2bin(gdtmpl[15])[0:4] elif gdtnum == 20: # stereographic self.scanmodeflags = _dec2bin(gdtmpl[17])[0:4] elif gdtnum == 30: # lambert conformal self.scanmodeflags = _dec2bin(gdtmpl[17])[0:4] elif gdtnum == 31: # albers equal area. self.scanmodeflags = _dec2bin(gdtmpl[17])[0:4] elif gdtnum == 90: # near-sided vertical perspective satellite projection self.scanmodeflags = _dec2bin(gdtmpl[16])[0:4] elif gdtnum == 110: # azimuthal equidistant. self.scanmodeflags = _dec2bin(gdtmpl[15])[0:4] elif gdtnum == 120: self.scanmodeflags = _dec2bin(gdtmpl[6])[0:4] elif gdtnum == 204: # curvilinear orthogonal self.scanmodeflags = _dec2bin(gdtmpl[18])[0:4] elif gdtnum in [1000,1100]: self.scanmodeflags = _dec2bin(gdtmpl[12])[0:4] self.msg,msglen=g2clib.grib2_addgrid(self.msg,np.array(gdsinfo,'i'),np.array(gdtmpl,'i'),dflist) def addfield(self,pdtnum,pdtmpl,drtnum,drtmpl,field,coordlist=None): """ Add a product definition section, data representation section, bitmap section and data section to the GRIB2 message (sections 4-7). Must be called after grid definition section is created with L{addgrid}. @param pdtnum: Product Definition Template Number (see Code U{Table 4.0}) @param pdtmpl: Sequence with the data values for the specified Product Definition Template (N=pdtnum). Each element of this integer array contains an entry (in the order specified) of Product Definition Template 4.N @param drtnum: Data Representation Template Number (see Code U{Table 5.0 }) @param drtmpl: Sequence with the data values for the specified Data Representation Template (N=drtnum). Each element of this integer array contains an entry (in the order specified) of Data Representation Template 5.N Note that some values in this template (eg. reference values, number of bits, etc...) may be changed by the data packing algorithms. Use this to specify scaling factors and order of spatial differencing, if desired. @param field: numpy array of data points to pack. If field is a masked array, then a bitmap is created from the mask. @param coordlist: Sequence containing floating point values intended to document the vertical discretization with model data on hybrid coordinate vertical levels. Default None. """ if not hasattr(self,'scanmodeflags'): raise ValueError('addgrid must be called before addfield') # reorder array to be consistent with # specified scan order. if self.scanmodeflags is not None: #if self.scanmodeflags[0]: ## rows scan in the -x direction (so flip) # fieldsave = field.astype('f') # casting makes a copy # field[:,:] = fieldsave[:,::-1] ## columns scan in the -y direction (so flip) #if not self.scanmodeflags[1]: # fieldsave = field.astype('f') # casting makes a copy # field[:,:] = fieldsave[::-1,:] # adjacent rows scan in opposite direction. # (flip every other row) if self.scanmodeflags[3]: fieldsave = field.astype('f') # casting makes a copy field[1::2,:] = fieldsave[1::2,::-1] fld = field.astype('f') if ma.isMA(field): bmap = 1 - np.ravel(field.mask.astype('i')) bitmapflag = 0 else: bitmapflag = 255 bmap = None if coordlist is not None: crdlist = np.array(coordlist,'f') else: crdlist = None self.msg,msglen=g2clib.grib2_addfield(self.msg,pdtnum,np.array(pdtmpl,'i'),crdlist,drtnum,np.array(drtmpl,'i'),np.ravel(fld),bitmapflag,bmap) def end(self): """ Add an end section (section 8) to the GRIB2 message. A GRIB2 message is not complete without an end section. Once an end section is added, the GRIB2 message can be output to a file. """ self.msg,msglen=g2clib.grib2_end(self.msg) pygrib-1.9.8/ncepgrib2_docs/000077500000000000000000000000001224541055300157115ustar00rootroot00000000000000pygrib-1.9.8/ncepgrib2_docs/api-objects.txt000066400000000000000000000116221224541055300206540ustar00rootroot00000000000000ncepgrib2 ncepgrib2-module.html ncepgrib2._dec2bin ncepgrib2-module.html#_dec2bin ncepgrib2.dump ncepgrib2-module.html#dump ncepgrib2._repeatlast ncepgrib2-module.html#_repeatlast ncepgrib2._table0 ncepgrib2-module.html#_table0 ncepgrib2._putieeeint ncepgrib2-module.html#_putieeeint ncepgrib2.__package__ ncepgrib2-module.html#__package__ ncepgrib2._n ncepgrib2-module.html#_n ncepgrib2._getieeeint ncepgrib2-module.html#_getieeeint ncepgrib2._getdate ncepgrib2-module.html#_getdate ncepgrib2._earthparams ncepgrib2-module.html#_earthparams ncepgrib2._unpack1 ncepgrib2-module.html#_unpack1 ncepgrib2._isString ncepgrib2-module.html#_isString ncepgrib2.Grib2Decode ncepgrib2-module.html#Grib2Decode ncepgrib2._flatten ncepgrib2-module.html#_flatten ncepgrib2.Grib2Encode ncepgrib2.Grib2Encode-class.html ncepgrib2.Grib2Encode.msg ncepgrib2.Grib2Encode-class.html#msg ncepgrib2.Grib2Encode.addgrid ncepgrib2.Grib2Encode-class.html#addgrid ncepgrib2.Grib2Encode.end ncepgrib2.Grib2Encode-class.html#end ncepgrib2.Grib2Encode.__init__ ncepgrib2.Grib2Encode-class.html#__init__ ncepgrib2.Grib2Encode.addfield ncepgrib2.Grib2Encode-class.html#addfield ncepgrib2.Grib2Message ncepgrib2.Grib2Message-class.html ncepgrib2.Grib2Message.shape_of_earth ncepgrib2.Grib2Message-class.html#shape_of_earth ncepgrib2.Grib2Message.data_representation_template_number ncepgrib2.Grib2Message-class.html#data_representation_template_number ncepgrib2.Grib2Message.latlons ncepgrib2.Grib2Message-class.html#latlons ncepgrib2.Grib2Message.product_definition_template_number ncepgrib2.Grib2Message-class.html#product_definition_template_number ncepgrib2.Grib2Message.longitude_of_southern_pole ncepgrib2.Grib2Message-class.html#longitude_of_southern_pole ncepgrib2.Grib2Message.bitmap_indicator_flag ncepgrib2.Grib2Message-class.html#bitmap_indicator_flag ncepgrib2.Grib2Message.missing_value ncepgrib2.Grib2Message-class.html#missing_value ncepgrib2.Grib2Message.__init__ ncepgrib2.Grib2Message-class.html#__init__ ncepgrib2.Grib2Message.has_local_use_section ncepgrib2.Grib2Message-class.html#has_local_use_section ncepgrib2.Grib2Message.scanmodeflags ncepgrib2.Grib2Message-class.html#scanmodeflags ncepgrib2.Grib2Message.proj4_ ncepgrib2.Grib2Message-class.html#proj4_ ncepgrib2.Grib2Message.earthRminor ncepgrib2.Grib2Message-class.html#earthRminor ncepgrib2.Grib2Message.grid_definition_template_number ncepgrib2.Grib2Message-class.html#grid_definition_template_number ncepgrib2.Grib2Message.longitude_first_gridpoint ncepgrib2.Grib2Message-class.html#longitude_first_gridpoint ncepgrib2.Grib2Message.grid_definition_info ncepgrib2.Grib2Message-class.html#grid_definition_info ncepgrib2.Grib2Message.identification_section ncepgrib2.Grib2Message-class.html#identification_section ncepgrib2.Grib2Message.earthRmajor ncepgrib2.Grib2Message-class.html#earthRmajor ncepgrib2.Grib2Message.latitude_of_southern_pole ncepgrib2.Grib2Message-class.html#latitude_of_southern_pole ncepgrib2.Grib2Message.angle_of_pole_rotation ncepgrib2.Grib2Message-class.html#angle_of_pole_rotation ncepgrib2.Grib2Message.gridlength_in_x_direction ncepgrib2.Grib2Message-class.html#gridlength_in_x_direction ncepgrib2.Grib2Message.discipline_code ncepgrib2.Grib2Message-class.html#discipline_code ncepgrib2.Grib2Message.grid ncepgrib2.Grib2Message-class.html#grid ncepgrib2.Grib2Message.data ncepgrib2.Grib2Message-class.html#data ncepgrib2.Grib2Message.center_wmo_code ncepgrib2.Grib2Message-class.html#center_wmo_code ncepgrib2.Grib2Message.spectral_truncation_parameters ncepgrib2.Grib2Message-class.html#spectral_truncation_parameters ncepgrib2.Grib2Message.number_of_data_points_to_unpack ncepgrib2.Grib2Message-class.html#number_of_data_points_to_unpack ncepgrib2.Grib2Message.originating_center ncepgrib2.Grib2Message-class.html#originating_center ncepgrib2.Grib2Message.gridlength_in_y_direction ncepgrib2.Grib2Message-class.html#gridlength_in_y_direction ncepgrib2.Grib2Message.points_in_x_direction ncepgrib2.Grib2Message-class.html#points_in_x_direction ncepgrib2.Grib2Message.product_definition_template ncepgrib2.Grib2Message-class.html#product_definition_template ncepgrib2.Grib2Message.grid_definition_template ncepgrib2.Grib2Message-class.html#grid_definition_template ncepgrib2.Grib2Message.values ncepgrib2.Grib2Message-class.html#values ncepgrib2.Grib2Message.__repr__ ncepgrib2.Grib2Message-class.html#__repr__ ncepgrib2.Grib2Message.longitude_last_gridpoint ncepgrib2.Grib2Message-class.html#longitude_last_gridpoint ncepgrib2.Grib2Message.points_in_y_direction ncepgrib2.Grib2Message-class.html#points_in_y_direction ncepgrib2.Grib2Message.latitude_last_gridpoint ncepgrib2.Grib2Message-class.html#latitude_last_gridpoint ncepgrib2.Grib2Message.latitude_first_gridpoint ncepgrib2.Grib2Message-class.html#latitude_first_gridpoint ncepgrib2.Grib2Message.data_representation_template ncepgrib2.Grib2Message-class.html#data_representation_template ncepgrib2.Grib2Message.missing_value2 ncepgrib2.Grib2Message-class.html#missing_value2 pygrib-1.9.8/ncepgrib2_docs/class-tree.html000066400000000000000000000066301224541055300206460ustar00rootroot00000000000000 Class Hierarchy
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pygrib-1.9.8/ncepgrib2_docs/crarr.png000066400000000000000000000005241224541055300175310ustar00rootroot00000000000000PNG  IHDR eE,tEXtCreation TimeTue 22 Aug 2006 00:43:10 -0500` XtIME)} pHYsnu>gAMA aEPLTEðf4sW ЊrD`@bCܖX{`,lNo@xdE螊dƴ~TwvtRNS@fMIDATxc`@0&+(;; /EXؑ? n  b;'+Y#(r<"IENDB`pygrib-1.9.8/ncepgrib2_docs/epydoc.css000066400000000000000000000373051224541055300177160ustar00rootroot00000000000000 /* Epydoc CSS Stylesheet * * This stylesheet can be used to customize the appearance of epydoc's * HTML output. * */ /* Default Colors & Styles * - Set the default foreground & background color with 'body'; and * link colors with 'a:link' and 'a:visited'. * - Use bold for decision list terms. * - The heading styles defined here are used for headings *within* * docstring descriptions. All headings used by epydoc itself use * either class='epydoc' or class='toc' (CSS styles for both * defined below). */ body { background: #ffffff; color: #000000; } p { margin-top: 0.5em; margin-bottom: 0.5em; } a:link { color: #0000ff; } a:visited { color: #204080; } dt { font-weight: bold; } h1 { font-size: +140%; font-style: italic; font-weight: bold; } h2 { font-size: +125%; font-style: italic; font-weight: bold; } h3 { font-size: +110%; font-style: italic; font-weight: normal; } code { font-size: 100%; } /* N.B.: class, not pseudoclass */ a.link { font-family: monospace; } /* Page Header & Footer * - The standard page header consists of a navigation bar (with * pointers to standard pages such as 'home' and 'trees'); a * breadcrumbs list, which can be used to navigate to containing * classes or modules; options links, to show/hide private * variables and to show/hide frames; and a page title (using *

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The page title may be followed by a link to the * corresponding source code (using 'span.codelink'). * - The footer consists of a navigation bar, a timestamp, and a * pointer to epydoc's homepage. */ h1.epydoc { margin: 0; font-size: +140%; font-weight: bold; } h2.epydoc { font-size: +130%; font-weight: bold; } h3.epydoc { font-size: +115%; font-weight: bold; margin-top: 0.2em; } td h3.epydoc { font-size: +115%; font-weight: bold; margin-bottom: 0; } table.navbar { background: #a0c0ff; color: #000000; border: 2px groove #c0d0d0; } table.navbar table { color: #000000; } th.navbar-select { background: #70b0ff; color: #000000; } table.navbar a { text-decoration: none; } table.navbar a:link { color: #0000ff; } table.navbar a:visited { color: #204080; } span.breadcrumbs { font-size: 85%; font-weight: bold; } span.options { font-size: 70%; } span.codelink { font-size: 85%; } td.footer { font-size: 85%; } /* Table Headers * - Each summary table and details section begins with a 'header' * row. This row contains a section title (marked by * 'span.table-header') as well as a show/hide private link * (marked by 'span.options', defined above). * - Summary tables that contain user-defined groups mark those * groups using 'group header' rows. */ td.table-header { background: #70b0ff; color: #000000; border: 1px solid #608090; } td.table-header table { color: #000000; } td.table-header table a:link { color: #0000ff; } td.table-header table a:visited { color: #204080; } span.table-header { font-size: 120%; font-weight: bold; } th.group-header { background: #c0e0f8; color: #000000; text-align: left; font-style: italic; font-size: 115%; border: 1px solid #608090; } /* Summary Tables (functions, variables, etc) * - Each object is described by a single row of the table with * two cells. The left cell gives the object's type, and is * marked with 'code.summary-type'. The right cell gives the * object's name and a summary description. * - CSS styles for the table's header and group headers are * defined above, under 'Table Headers' */ table.summary { border-collapse: collapse; background: #e8f0f8; color: #000000; border: 1px solid #608090; margin-bottom: 0.5em; } td.summary { border: 1px solid #608090; } code.summary-type { font-size: 85%; } table.summary a:link { color: #0000ff; } table.summary a:visited { color: #204080; } /* Details Tables (functions, variables, etc) * - Each object is described in its own div. * - A single-row summary table w/ table-header is used as * a header for each details section (CSS style for table-header * is defined above, under 'Table Headers'). */ table.details { border-collapse: collapse; background: #e8f0f8; color: #000000; border: 1px solid #608090; margin: .2em 0 0 0; } table.details table { color: #000000; } table.details a:link { color: #0000ff; } table.details a:visited { color: #204080; } /* Fields */ dl.fields { margin-left: 2em; margin-top: 1em; margin-bottom: 1em; } dl.fields dd ul { margin-left: 0em; padding-left: 0em; } dl.fields dd ul li ul { margin-left: 2em; padding-left: 0em; } div.fields { margin-left: 2em; } div.fields p { margin-bottom: 0.5em; } /* Index tables (identifier index, term index, etc) * - link-index is used for indices containing lists of links * (namely, the identifier index & term index). * - index-where is used in link indices for the text indicating * the container/source for each link. * - metadata-index is used for indices containing metadata * extracted from fields (namely, the bug index & todo index). */ table.link-index { border-collapse: collapse; background: #e8f0f8; color: #000000; border: 1px solid #608090; } td.link-index { border-width: 0px; } table.link-index a:link { color: #0000ff; } table.link-index a:visited { color: #204080; } span.index-where { font-size: 70%; } table.metadata-index { border-collapse: collapse; background: #e8f0f8; color: #000000; border: 1px solid #608090; margin: .2em 0 0 0; } td.metadata-index { border-width: 1px; border-style: solid; } table.metadata-index a:link { color: #0000ff; } table.metadata-index a:visited { color: #204080; } /* Function signatures * - sig* is used for the signature in the details section. * - .summary-sig* is used for the signature in the summary * table, and when listing property accessor functions. * */ .sig-name { color: #006080; } .sig-arg { color: #008060; } .sig-default { color: #602000; } .summary-sig { font-family: monospace; } .summary-sig-name { color: #006080; font-weight: bold; } table.summary a.summary-sig-name:link { color: #006080; font-weight: bold; } table.summary a.summary-sig-name:visited { color: #006080; font-weight: bold; } .summary-sig-arg { color: #006040; } .summary-sig-default { color: #501800; } /* Subclass list */ ul.subclass-list { display: inline; margin: 0; padding: 0; } ul.subclass-list li { display: inline; margin: 0; padding: 0; } /* To render variables, classes etc. like functions */ table.summary .summary-name { color: #006080; font-weight: bold; font-family: monospace; } table.summary a.summary-name:link { color: #006080; font-weight: bold; font-family: monospace; } table.summary a.summary-name:visited { color: #006080; font-weight: bold; font-family: monospace; } /* Variable values * - In the 'variable details' sections, each varaible's value is * listed in a 'pre.variable' box. The width of this box is * restricted to 80 chars; if the value's repr is longer than * this it will be wrapped, using a backslash marked with * class 'variable-linewrap'. If the value's repr is longer * than 3 lines, the rest will be ellided; and an ellipsis * marker ('...' marked with 'variable-ellipsis') will be used. * - If the value is a string, its quote marks will be marked * with 'variable-quote'. * - If the variable is a regexp, it is syntax-highlighted using * the re* CSS classes. */ pre.variable { padding: .5em; margin: 0; background: #dce4ec; color: #000000; border: 1px solid #708890; } .variable-linewrap { color: #604000; font-weight: bold; } .variable-ellipsis { color: #604000; font-weight: bold; } .variable-quote { color: #604000; font-weight: bold; } .variable-group { color: #008000; font-weight: bold; } .variable-op { color: #604000; font-weight: bold; } .variable-string { color: #006030; } .variable-unknown { color: #a00000; font-weight: bold; } .re { color: #000000; } .re-char { color: #006030; } .re-op { color: #600000; } .re-group { color: #003060; } .re-ref { color: #404040; } /* Base tree * - Used by class pages to display the base class hierarchy. */ pre.base-tree { font-size: 80%; margin: 0; } /* Frames-based table of contents headers * - Consists of two frames: one for selecting modules; and * the other listing the contents of the selected module. * - h1.toc is used for each frame's heading * - h2.toc is used for subheadings within each frame. */ h1.toc { text-align: center; font-size: 105%; margin: 0; font-weight: bold; padding: 0; } h2.toc { font-size: 100%; font-weight: bold; margin: 0.5em 0 0 -0.3em; } /* Syntax Highlighting for Source Code * - doctest examples are displayed in a 'pre.py-doctest' block. * If the example is in a details table entry, then it will use * the colors specified by the 'table pre.py-doctest' line. * - Source code listings are displayed in a 'pre.py-src' block. * Each line is marked with 'span.py-line' (used to draw a line * down the left margin, separating the code from the line * numbers). Line numbers are displayed with 'span.py-lineno'. * The expand/collapse block toggle button is displayed with * 'a.py-toggle' (Note: the CSS style for 'a.py-toggle' should not * modify the font size of the text.) * - If a source code page is opened with an anchor, then the * corresponding code block will be highlighted. The code * block's header is highlighted with 'py-highlight-hdr'; and * the code block's body is highlighted with 'py-highlight'. * - The remaining py-* classes are used to perform syntax * highlighting (py-string for string literals, py-name for names, * etc.) */ pre.py-doctest { padding: .5em; margin: 1em; background: #e8f0f8; color: #000000; border: 1px solid #708890; } table pre.py-doctest { background: #dce4ec; color: #000000; } pre.py-src { border: 2px solid #000000; background: #f0f0f0; color: #000000; } .py-line { border-left: 2px solid #000000; margin-left: .2em; padding-left: .4em; } .py-lineno { font-style: italic; font-size: 90%; padding-left: .5em; } a.py-toggle { text-decoration: none; } div.py-highlight-hdr { border-top: 2px solid #000000; border-bottom: 2px solid #000000; background: #d8e8e8; } div.py-highlight { border-bottom: 2px solid #000000; background: #d0e0e0; } .py-prompt { color: #005050; font-weight: bold;} .py-more { color: #005050; font-weight: bold;} .py-string { color: #006030; } .py-comment { color: #003060; } .py-keyword { color: #600000; } .py-output { color: #404040; } .py-name { color: #000050; } .py-name:link { color: #000050 !important; } .py-name:visited { color: #000050 !important; } .py-number { color: #005000; } .py-defname { color: #000060; font-weight: bold; } .py-def-name { color: #000060; font-weight: bold; } .py-base-class { color: #000060; } .py-param { color: #000060; } .py-docstring { color: #006030; } .py-decorator { color: #804020; } /* Use this if you don't want links to names underlined: */ /*a.py-name { text-decoration: none; }*/ /* Graphs & Diagrams * - These CSS styles are used for graphs & diagrams generated using * Graphviz dot. 'img.graph-without-title' is used for bare * diagrams (to remove the border created by making the image * clickable). */ img.graph-without-title { border: none; } img.graph-with-title { border: 1px solid #000000; } span.graph-title { font-weight: bold; } span.graph-caption { } /* General-purpose classes * - 'p.indent-wrapped-lines' defines a paragraph whose first line * is not indented, but whose subsequent lines are. * - The 'nomargin-top' class is used to remove the top margin (e.g. * from lists). The 'nomargin' class is used to remove both the * top and bottom margin (but not the left or right margin -- * for lists, that would cause the bullets to disappear.) */ p.indent-wrapped-lines { padding: 0 0 0 7em; text-indent: -7em; margin: 0; } .nomargin-top { margin-top: 0; } .nomargin { margin-top: 0; margin-bottom: 0; } /* HTML Log */ div.log-block { padding: 0; margin: .5em 0 .5em 0; background: #e8f0f8; color: #000000; border: 1px solid #000000; } div.log-error { padding: .1em .3em .1em .3em; margin: 4px; background: #ffb0b0; color: #000000; border: 1px solid #000000; } div.log-warning { padding: .1em .3em .1em .3em; margin: 4px; background: #ffffb0; color: #000000; border: 1px solid #000000; } div.log-info { padding: .1em .3em .1em .3em; margin: 4px; background: #b0ffb0; color: #000000; border: 1px solid #000000; } h2.log-hdr { background: #70b0ff; color: #000000; margin: 0; padding: 0em 0.5em 0em 0.5em; border-bottom: 1px solid #000000; font-size: 110%; } p.log { font-weight: bold; margin: .5em 0 .5em 0; } tr.opt-changed { color: #000000; font-weight: bold; } tr.opt-default { color: #606060; } pre.log { margin: 0; padding: 0; padding-left: 1em; } pygrib-1.9.8/ncepgrib2_docs/epydoc.js000066400000000000000000000245251224541055300175420ustar00rootroot00000000000000function toggle_private() { // Search for any private/public links on this page. 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"; elt.innerHTML = s; } } function toggle(id) { elt = document.getElementById(id+"-toggle"); if (elt.innerHTML == "-") collapse(id); else expand(id); return false; } function highlight(id) { var elt = document.getElementById(id+"-def"); if (elt) elt.className = "py-highlight-hdr"; var elt = document.getElementById(id+"-expanded"); if (elt) elt.className = "py-highlight"; var elt = document.getElementById(id+"-collapsed"); if (elt) elt.className = "py-highlight"; } function num_lines(s) { var n = 1; var pos = s.indexOf("\n"); while ( pos > 0) { n += 1; pos = s.indexOf("\n", pos+1); } return n; } // Collapse all blocks that mave more than `min_lines` lines. function collapse_all(min_lines) { var elts = document.getElementsByTagName("div"); for (var i=0; i 0) if (elt.id.substring(split, elt.id.length) == "-expanded") if (num_lines(elt.innerHTML) > min_lines) collapse(elt.id.substring(0, split)); } } function expandto(href) { var start = href.indexOf("#")+1; if (start != 0 && start != href.length) { if (href.substring(start, href.length) != "-") { collapse_all(4); pos = href.indexOf(".", start); while (pos != -1) { var id = href.substring(start, pos); expand(id); pos = href.indexOf(".", pos+1); } var id = href.substring(start, href.length); expand(id); highlight(id); } } } function kill_doclink(id) { var parent = document.getElementById(id); parent.removeChild(parent.childNodes.item(0)); } function auto_kill_doclink(ev) { if (!ev) var ev = window.event; if (!this.contains(ev.toElement)) { var parent = document.getElementById(this.parentID); parent.removeChild(parent.childNodes.item(0)); } } function doclink(id, name, targets_id) { var elt = document.getElementById(id); // If we already opened the box, then destroy it. // (This case should never occur, but leave it in just in case.) if (elt.childNodes.length > 1) { elt.removeChild(elt.childNodes.item(0)); } else { // The outer box: relative + inline positioning. var box1 = document.createElement("div"); box1.style.position = "relative"; box1.style.display = "inline"; box1.style.top = 0; box1.style.left = 0; // A shadow for fun var shadow = document.createElement("div"); shadow.style.position = "absolute"; shadow.style.left = "-1.3em"; shadow.style.top = "-1.3em"; shadow.style.background = "#404040"; // The inner box: absolute positioning. var box2 = document.createElement("div"); box2.style.position = "relative"; box2.style.border = "1px solid #a0a0a0"; box2.style.left = "-.2em"; box2.style.top = "-.2em"; box2.style.background = "white"; box2.style.padding = ".3em .4em .3em .4em"; box2.style.fontStyle = "normal"; box2.onmouseout=auto_kill_doclink; box2.parentID = id; // Get the targets var targets_elt = document.getElementById(targets_id); var targets = targets_elt.getAttribute("targets"); var links = ""; target_list = targets.split(","); for (var i=0; i" + target[0] + ""; } // Put it all together. elt.insertBefore(box1, elt.childNodes.item(0)); //box1.appendChild(box2); box1.appendChild(shadow); shadow.appendChild(box2); box2.innerHTML = "Which "+name+" do you want to see documentation for?" + ""; } return false; } function get_anchor() { var href = location.href; var start = href.indexOf("#")+1; if ((start != 0) && (start != href.length)) return href.substring(start, href.length); } function redirect_url(dottedName) { // Scan through each element of the "pages" list, and check // if "name" matches with any of them. for (var i=0; i-m" or "-c"; // extract the portion & compare it to dottedName. var pagename = pages[i].substring(0, pages[i].length-2); if (pagename == dottedName.substring(0,pagename.length)) { // We've found a page that matches `dottedName`; // construct its URL, using leftover `dottedName` // content to form an anchor. var pagetype = pages[i].charAt(pages[i].length-1); var url = pagename + ((pagetype=="m")?"-module.html": "-class.html"); if (dottedName.length > pagename.length) url += "#" + dottedName.substring(pagename.length+1, dottedName.length); return url; } } } pygrib-1.9.8/ncepgrib2_docs/help.html000066400000000000000000000241241224541055300175320ustar00rootroot00000000000000 Help
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API Documentation

This document contains the API (Application Programming Interface) documentation for this project. Documentation for the Python objects defined by the project is divided into separate pages for each package, module, and class. The API documentation also includes two pages containing information about the project as a whole: a trees page, and an index page.

Object Documentation

Each Package Documentation page contains:

  • A description of the package.
  • A list of the modules and sub-packages contained by the package.
  • A summary of the classes defined by the package.
  • A summary of the functions defined by the package.
  • A summary of the variables defined by the package.
  • A detailed description of each function defined by the package.
  • A detailed description of each variable defined by the package.

Each Module Documentation page contains:

  • A description of the module.
  • A summary of the classes defined by the module.
  • A summary of the functions defined by the module.
  • A summary of the variables defined by the module.
  • A detailed description of each function defined by the module.
  • A detailed description of each variable defined by the module.

Each Class Documentation page contains:

  • A class inheritance diagram.
  • A list of known subclasses.
  • A description of the class.
  • A summary of the methods defined by the class.
  • A summary of the instance variables defined by the class.
  • A summary of the class (static) variables defined by the class.
  • A detailed description of each method defined by the class.
  • A detailed description of each instance variable defined by the class.
  • A detailed description of each class (static) variable defined by the class.

Project Documentation

The Trees page contains the module and class hierarchies:

  • The module hierarchy lists every package and module, with modules grouped into packages. At the top level, and within each package, modules and sub-packages are listed alphabetically.
  • The class hierarchy lists every class, grouped by base class. If a class has more than one base class, then it will be listed under each base class. At the top level, and under each base class, classes are listed alphabetically.

The Index page contains indices of terms and identifiers:

  • The term index lists every term indexed by any object's documentation. For each term, the index provides links to each place where the term is indexed.
  • The identifier index lists the (short) name of every package, module, class, method, function, variable, and parameter. For each identifier, the index provides a short description, and a link to its documentation.

The Table of Contents

The table of contents occupies the two frames on the left side of the window. The upper-left frame displays the project contents, and the lower-left frame displays the module contents:

Project
Contents
...		 API
Documentation
Frame
Module
Contents
 
...
 

The project contents frame contains a list of all packages and modules that are defined by the project. Clicking on an entry will display its contents in the module contents frame. Clicking on a special entry, labeled "Everything," will display the contents of the entire project.

The module contents frame contains a list of every submodule, class, type, exception, function, and variable defined by a module or package. Clicking on an entry will display its documentation in the API documentation frame. Clicking on the name of the module, at the top of the frame, will display the documentation for the module itself.

The "frames" and "no frames" buttons below the top navigation bar can be used to control whether the table of contents is displayed or not.

The Navigation Bar

A navigation bar is located at the top and bottom of every page. It indicates what type of page you are currently viewing, and allows you to go to related pages. The following table describes the labels on the navigation bar. Note that not some labels (such as [Parent]) are not displayed on all pages.

Label Highlighted when... Links to...
[Parent] (never highlighted) the parent of the current package
[Package] viewing a package the package containing the current object
[Module] viewing a module the module containing the current object
[Class] viewing a class the class containing the current object
[Trees] viewing the trees page the trees page
[Index] viewing the index page the index page
[Help] viewing the help page the help page

The "show private" and "hide private" buttons below the top navigation bar can be used to control whether documentation for private objects is displayed. Private objects are usually defined as objects whose (short) names begin with a single underscore, but do not end with an underscore. For example, "_x", "__pprint", and "epydoc.epytext._tokenize" are private objects; but "re.sub", "__init__", and "type_" are not. However, if a module defines the "__all__" variable, then its contents are used to decide which objects are private.

A timestamp below the bottom navigation bar indicates when each page was last updated.

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Identifier Index

 [ A B C D E F G H I J K L M N O P Q R S T U V W X Y Z _ ]

A
addfield()
(in Grib2Encode)		 addgrid()
(in Grib2Encode)		  
   

D
data()
(in Grib2Message)		 dump()
(in ncepgrib2)		  
   

E
end()
(in Grib2Encode)		    
   

G
Grib2Decode()
(in ncepgrib2)		 Grib2Message
(in ncepgrib2)		  
Grib2Encode
(in ncepgrib2)		 grid()
(in Grib2Message)		  

L
latlons()
(in Grib2Message)		    
   

N
ncepgrib2    
   

V
values
(in Grib2Message)		    
   

_
__init__()
(in Grib2Encode)		 __repr__()
(in Grib2Message)		 _table0
(in ncepgrib2)
__init__()
(in Grib2Message)		 _earthparams
(in ncepgrib2)		  
__package__
(in ncepgrib2)		 _n
(in ncepgrib2)		  


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pygrib-1.9.8/ncepgrib2_docs/index.html000066400000000000000000000240021224541055300177040ustar00rootroot00000000000000 ncepgrib2
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Module ncepgrib2

Module ncepgrib2

source code

Version: 1.9.3

Classes
Grib2Encode
Class for encoding data into a GRIB2 message.
Grib2Message
Class for accessing data in a GRIB Edition 2 message.
Functions
 
Grib2Decode(filename, gribmsg=False)
Read the contents of a GRIB2 file.		 source code
 
dump(filename, grbs)
write the given Grib2Message instances to a grib file.		 source code
Variables
  __package__ = None
Function Details

Grib2Decode(filename, gribmsg=False)

source code 

Read the contents of a GRIB2 file.

Parameters:
  • filename - name of GRIB2 file (default, gribmsg=False) or binary string representing a grib message (if gribmsg=True).
Returns:
a list of Grib2Message instances representing all of the grib messages in the file. Messages with multiple fields are split into separate messages (so that each Grib2Message instance contains just one data field). The metadata in each GRIB2 message can be accessed via Grib2Message instance variables, the actual data can be read using Grib2Message.data, and the lat/lon values of the grid can be accesses using Grib2Message.grid. If there is only one grib message, just the Grib2Message instance is returned, instead of a list with one element.

dump(filename, grbs)

source code 

write the given Grib2Message instances to a grib file.

Parameters:
  • filename - file to write grib data to.
  • grbs - a list of Grib2Message instances.

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[ Module Hierarchy | Class Hierarchy ]

Module Hierarchy

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Module ncepgrib2

Module ncepgrib2

source code

Version: 1.9.3

Classes
Grib2Encode
Class for encoding data into a GRIB2 message.
Grib2Message
Class for accessing data in a GRIB Edition 2 message.
Functions
 
Grib2Decode(filename, gribmsg=False)
Read the contents of a GRIB2 file.		 source code
 
dump(filename, grbs)
write the given Grib2Message instances to a grib file.		 source code
Variables
  __package__ = None
Function Details

Grib2Decode(filename, gribmsg=False)

source code 

Read the contents of a GRIB2 file.

Parameters:
  • filename - name of GRIB2 file (default, gribmsg=False) or binary string representing a grib message (if gribmsg=True).
Returns:
a list of Grib2Message instances representing all of the grib messages in the file. Messages with multiple fields are split into separate messages (so that each Grib2Message instance contains just one data field). The metadata in each GRIB2 message can be accessed via Grib2Message instance variables, the actual data can be read using Grib2Message.data, and the lat/lon values of the grid can be accesses using Grib2Message.grid. If there is only one grib message, just the Grib2Message instance is returned, instead of a list with one element.

dump(filename, grbs)

source code 

write the given Grib2Message instances to a grib file.

Parameters:
  • filename - file to write grib data to.
  • grbs - a list of Grib2Message instances.

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Module ncepgrib2

Source Code for Module ncepgrib2

   1  __version__ = '1.9.3' 
   2  import g2clib 
   3  import struct 
   4  import string 
   5  import math 
   6  import warnings 
   7  import operator 
   8  from datetime import datetime 
   9  try: 
  10      from StringIO import StringIO 
  11  except ImportError: 
  12      from io import BytesIO as StringIO 
  13   
  14  import numpy as np 
  15  from numpy import ma 
  16  try: 
  17      import pyproj 
  18  except ImportError: 
  19      try: 
  20          from mpl_toolkits.basemap import pyproj 
  21      except: 
  22          raise ImportError("either pyproj or basemap required") 
  23   
  24  # Code Table 3.2: Shape of the Earth. 
  25  _earthparams={0:6367470.0, 
  26  1:'Spherical - radius specified in m by data producer', 
  27  2:(6378160.0,6356775.0), 
  28  3:'OblateSpheroid - major and minor axes specified in km by data producer', 
  29  4:(6378137.0,6356752.314), 
  30  5:'WGS84', 
  31  6:6371229.0, 
  32  7:'OblateSpheroid - major and minor axes specified in m by data producer', 
  33  8:6371200.0, 
  34  255:'Missing'} 
  35  for _n in range(192): 
  36      if not _n in _earthparams: _earthparams[_n]='Reserved' 
  37  for _n in range(192,255): 
  38      _earthparams[_n] = 'Reserved for local use' 
  39   
  40  _table0={1:('Melbourne (WMC)','ammc'), 
  41  2:('Melbourne - BMRC (WMC)',None), 
  42  3:('Melbourne (WMC)',None), 
  43  4:('Moscow (WMC)',None), 
  44  5:('Moscow (WMC)',None), 
  45  6:('Moscow (WMC)',None), 
  46  7:('US National Weather Service - NCEP (WMC)','kwbc'), 
  47  8:('US National Weather Service - NWSTG (WMC)',None), 
  48  9:('US National Weather Service - Other (WMC)',None), 
  49  10:('Cairo (RSMC/RAFC)',None), 
  50  11:('Cairo (RSMC/RAFC)',None), 
  51  12:('Dakar (RSMC/RAFC)',None), 
  52  13:('Dakar (RSMC/RAFC)',None), 
  53  14:('Nairobi (RSMC/RAFC)',None), 
  54  15:('Nairobi (RSMC/RAFC)',None), 
  55  16:('Casablanca',None), 
  56  17:('Tunis (RSMC)',None), 
  57  18:('Tunis-Casablanca (RSMC)',None), 
  58  19:('Tunis-Casablanca (RSMC)',None), 
  59  20:('Las Palmas (RAFC)',None), 
  60  21:('Algiers (RSMC)',None), 
  61  22:('ACMAD',None), 
  62  23:('Mozambique (NMC)',None), 
  63  24:('Pretoria (RSMC)',None), 
  64  25:('La Reunion (RSMC)',None), 
  65  26:('Khabarovsk (RSMC)',None), 
  66  27:('Khabarovsk (RSMC)',None), 
  67  28:('New Delhi (RSMC/RAFC)',None), 
  68  29:('New Delhi (RSMC/RAFC)',None), 
  69  30:('Novosibirsk (RSMC)',None), 
  70  31:('Novosibirsk (RSMC)',None), 
  71  32:('Tashkent (RSMC)',None), 
  72  33:('Jeddah (RSMC)',None), 
  73  34:('Japanese Meteorological Agency - Tokyo (RSMC)','rjtd'), 
  74  35:('Japanese Meteorological Agency - Tokyo (RSMC)',None), 
  75  36:('Bankok',None), 
  76  37:('Ulan Bator',None), 
  77  38:('Beijing (RSMC)','babj'), 
  78  39:('Beijing (RSMC)',None), 
  79  40:('Korean Meteorological Administration - Seoul','rksl'), 
  80  41:('Buenos Aires (RSMC/RAFC)',None), 
  81  42:('Buenos Aires (RSMC/RAFC)',None), 
  82  43:('Brasilia (RSMC/RAFC)',None), 
  83  44:('Brasilia (RSMC/RAFC)',None), 
  84  45:('Santiago',None), 
  85  46:('Brazilian Space Agency - INPE','sbsj'), 
  86  47:('Columbia (NMC)',None), 
  87  48:('Ecuador (NMC)',None), 
  88  49:('Peru (NMC)',None), 
  89  50:('Venezuela (NMC)',None), 
  90  51:('Miami (RSMC/RAFC)',None), 
  91  52:('Tropical Prediction Center (NHC), Miami (RSMC)',None), 
  92  53:('Canadian Meteorological Service - Montreal (RSMC)',None), 
  93  54:('Canadian Meteorological Service - Montreal (RSMC)','cwao'), 
  94  55:('San Francisco',None), 
  95  56:('ARINC Center',None), 
  96  57:('U.S. Air Force - Global Weather Center',None), 
  97  58:('US Navy - Fleet Numerical Oceanography Center','fnmo'), 
  98  59:('NOAA Forecast Systems Lab, Boulder CO',None), 
  99  60:('National Center for Atmospheric Research (NCAR), Boulder, CO',None), 
 100  61:('Service ARGOS - Landover, MD, USA',None), 
 101  62:('US Naval Oceanographic Office',None), 
 102  63:('Reserved',None), 
 103  64:('Honolulu',None), 
 104  65:('Darwin (RSMC)',None), 
 105  66:('Darwin (RSMC)',None), 
 106  67:('Melbourne (RSMC)',None), 
 107  68:('Reserved',None), 
 108  69:('Wellington (RSMC/RAFC)',None), 
 109  70:('Wellington (RSMC/RAFC)',None), 
 110  71:('Nadi (RSMC)',None), 
 111  72:('Singapore',None), 
 112  73:('Malaysia (NMC)',None), 
 113  74:('U.K. Met Office - Exeter (RSMC)','egrr'), 
 114  75:('U.K. Met Office - Exeter (RSMC)',None), 
 115  76:('Moscow (RSMC/RAFC)',None), 
 116  77:('Reserved',None), 
 117  78:('Offenbach (RSMC)','edzw'), 
 118  79:('Offenbach (RSMC)',None), 
 119  80:('Rome (RSMC)','cnmc'), 
 120  81:('Rome (RSMC)',None), 
 121  82:('Norrkoping',None), 
 122  83:('Norrkoping',None), 
 123  84:('French Weather Service - Toulouse','lfpw'), 
 124  85:('French Weather Service - Toulouse','lfpw'), 
 125  86:('Helsinki',None), 
 126  87:('Belgrade',None), 
 127  88:('Oslo',None), 
 128  89:('Prague',None), 
 129  90:('Episkopi',None), 
 130  91:('Ankara',None), 
 131  92:('Frankfurt/Main (RAFC)',None), 
 132  93:('London (WAFC)',None), 
 133  94:('Copenhagen',None), 
 134  95:('Rota',None), 
 135  96:('Athens',None), 
 136  97:('European Space Agency (ESA)',None), 
 137  98:('European Center for Medium-Range Weather Forecasts (RSMC)','ecmf'), 
 138  99:('De BiltNone), Netherlands',None), 
 139  100:('Brazzaville',None), 
 140  101:('Abidjan',None), 
 141  102:('Libyan Arab Jamahiriya (NMC)',None), 
 142  103:('Madagascar (NMC)',None), 
 143  104:('Mauritius (NMC)',None), 
 144  105:('Niger (NMC)',None), 
 145  106:('Seychelles (NMC)',None), 
 146  107:('Uganda (NMC)',None), 
 147  108:('Tanzania (NMC)',None), 
 148  109:('Zimbabwe (NMC)',None), 
 149  110:('Hong-Kong',None), 
 150  111:('Afghanistan (NMC)',None), 
 151  112:('Bahrain (NMC)',None), 
 152  113:('Bangladesh (NMC)',None), 
 153  114:('Bhutan (NMC)',None), 
 154  115:('Cambodia (NMC)',None), 
 155  116:("Democratic People's Republic of Korea (NMC)",None), 
 156  117:('Islamic Republic of Iran (NMC)',None), 
 157  118:('Iraq (NMC)',None), 
 158  119:('Kazakhstan (NMC)',None), 
 159  120:('Kuwait (NMC)',None), 
 160  121:('Kyrgyz Republic (NMC)',None), 
 161  122:("Lao People's Democratic Republic (NMC)",None), 
 162  123:('MacaoNone), China',None), 
 163  124:('Maldives (NMC)',None), 
 164  125:('Myanmar (NMC)',None), 
 165  126:('Nepal (NMC)',None), 
 166  127:('Oman (NMC)',None), 
 167  128:('Pakistan (NMC)',None), 
 168  129:('Qatar (NMC)',None), 
 169  130:('Republic of Yemen (NMC)',None), 
 170  131:('Sri Lanka (NMC)',None), 
 171  132:('Tajikistan (NMC)',None), 
 172  133:('Turkmenistan (NMC)',None), 
 173  134:('United Arab Emirates (NMC)',None), 
 174  135:('Uzbekistan (NMC)',None), 
 175  136:('Socialist Republic of Viet Nam (NMC)',None), 
 176  137:('Reserved',None), 
 177  138:('Reserved',None), 
 178  139:('Reserved',None), 
 179  140:('Bolivia (NMC)',None), 
 180  141:('Guyana (NMC)',None), 
 181  142:('Paraguay (NMC)',None), 
 182  143:('Suriname (NMC)',None), 
 183  144:('Uruguay (NMC)',None), 
 184  145:('French Guyana',None), 
 185  146:('Brazilian Navy Hydrographic Center',None), 
 186  147:('Reserved',None), 
 187  148:('Reserved',None), 
 188  149:('Reserved',None), 
 189  150:('Antigua and Barbuda (NMC)',None), 
 190  151:('Bahamas (NMC)',None), 
 191  152:('Barbados (NMC)',None), 
 192  153:('Belize (NMC)',None), 
 193  154:('British Caribbean Territories Center',None), 
 194  155:('San Jose',None), 
 195  156:('Cuba (NMC)',None), 
 196  157:('Dominica (NMC)',None), 
 197  158:('Dominican Republic (NMC)',None), 
 198  159:('El Salvador (NMC)',None), 
 199  160:('US NOAA/NESDIS',None), 
 200  161:('US NOAA Office of Oceanic and Atmospheric Research',None), 
 201  162:('Guatemala (NMC)',None), 
 202  163:('Haiti (NMC)',None), 
 203  164:('Honduras (NMC)',None), 
 204  165:('Jamaica (NMC)',None), 
 205  166:('Mexico',None), 
 206  167:('Netherlands Antilles and Aruba (NMC)',None), 
 207  168:('Nicaragua (NMC)',None), 
 208  169:('Panama (NMC)',None), 
 209  170:('Saint Lucia (NMC)',None), 
 210  171:('Trinidad and Tobago (NMC)',None), 
 211  172:('French Departments',None), 
 212  173:('Reserved',None), 
 213  174:('Reserved',None), 
 214  175:('Reserved',None), 
 215  176:('Reserved',None), 
 216  177:('Reserved',None), 
 217  178:('Reserved',None), 
 218  179:('Reserved',None), 
 219  180:('Reserved',None), 
 220  181:('Reserved',None), 
 221  182:('Reserved',None), 
 222  183:('Reserved',None), 
 223  184:('Reserved',None), 
 224  185:('Reserved',None), 
 225  186:('Reserved',None), 
 226  187:('Reserved',None), 
 227  188:('Reserved',None), 
 228  189:('Reserved',None), 
 229  190:('Cook Islands (NMC)',None), 
 230  191:('French Polynesia (NMC)',None), 
 231  192:('Tonga (NMC)',None), 
 232  193:('Vanuatu (NMC)',None), 
 233  194:('Brunei (NMC)',None), 
 234  195:('Indonesia (NMC)',None), 
 235  196:('Kiribati (NMC)',None), 
 236  197:('Federated States of Micronesia (NMC)',None), 
 237  198:('New Caledonia (NMC)',None), 
 238  199:('Niue',None), 
 239  200:('Papua New Guinea (NMC)',None), 
 240  201:('Philippines (NMC)',None), 
 241  202:('Samoa (NMC)',None), 
 242  203:('Solomon Islands (NMC)',None), 
 243  204:('Reserved',None), 
 244  205:('Reserved',None), 
 245  206:('Reserved',None), 
 246  207:('Reserved',None), 
 247  208:('Reserved',None), 
 248  209:('Reserved',None), 
 249  210:('Frascati',None), 
 250  211:('Lanion',None), 
 251  212:('Lisboa',None), 
 252  213:('Reykjavik',None), 
 253  214:('Madrid','lemm'), 
 254  215:('Zurich',None), 
 255  216:('Service ARGOS - ToulouseNone), FR',None), 
 256  217:('Bratislava',None), 
 257  218:('Budapest',None), 
 258  219:('Ljubljana',None), 
 259  220:('Warsaw',None), 
 260  221:('Zagreb',None), 
 261  222:('Albania (NMC)',None), 
 262  223:('Armenia (NMC)',None), 
 263  224:('Austria (NMC)',None), 
 264  225:('Azerbaijan (NMC)',None), 
 265  226:('Belarus (NMC)',None), 
 266  227:('Belgium (NMC)',None), 
 267  228:('Bosnia and Herzegovina (NMC)',None), 
 268  229:('Bulgaria (NMC)',None), 
 269  230:('Cyprus (NMC)',None), 
 270  231:('Estonia (NMC)',None), 
 271  232:('Georgia (NMC)',None), 
 272  233:('Dublin',None), 
 273  234:('Israel (NMC)',None), 
 274  235:('Jordan (NMC)',None), 
 275  236:('Latvia (NMC)',None), 
 276  237:('Lebanon (NMC)',None), 
 277  238:('Lithuania (NMC)',None), 
 278  239:('Luxembourg',None), 
 279  240:('Malta (NMC)',None), 
 280  241:('Monaco',None), 
 281  242:('Romania (NMC)',None), 
 282  243:('Syrian Arab Republic (NMC)',None), 
 283  244:('The former Yugoslav Republic of Macedonia (NMC)',None), 
 284  245:('Ukraine (NMC)',None), 
 285  246:('Republic of Moldova',None), 
 286  247:('Reserved',None), 
 287  248:('Reserved',None), 
 288  249:('Reserved',None), 
 289  250:('Reserved',None), 
 290  251:('Reserved',None), 
 291  252:('Reserved',None), 
 292  253:('Reserved',None), 
 293  254:('EUMETSAT Operations Center',None), 
 294  255:('Missing Value',None)} 
 295   

 296 -def _dec2bin(val, maxbits = 8): 

 297      """ 
 298      A decimal to binary converter. Returns bits in a list. 
 299      """ 
 300      retval = [] 
 301      for i in range(maxbits - 1, -1, -1): 
 302          bit = int(val / (2 ** i)) 
 303          val = (val % (2 ** i)) 
 304          retval.append(bit) 
 305      return retval 

 306   

 307 -def _putieeeint(r): 

 308      """convert a float to a IEEE format 32 bit integer""" 
 309      ra = np.array([r],'f') 
 310      ia = np.empty(1,'i') 
 311      g2clib.rtoi_ieee(ra,ia) 
 312      return ia[0] 

 313   

 314 -def _getieeeint(i): 

 315      """convert an IEEE format 32 bit integer to a float""" 
 316      ia = np.array([i],'i') 
 317      ra = np.empty(1,'f') 
 318      g2clib.itor_ieee(ia,ra) 
 319      return ra[0] 

 320   

 321 -def _isString(string): 

 322      """Test if string is a string like object if not return 0 """ 
 323      try: string + '' 
 324      except: return 0 
 325      else: return 1 

 326   

 327 -class Grib2Message: 

 328      """ 
 329   Class for accessing data in a GRIB Edition 2 message. 
 330   
 331   The L{Grib2Decode} function returns a list of these class instances, 
 332   one for each grib message in the file. 
 333   
 334   When a class instance is created, metadata in the GRIB2 file 
 335   is decoded and used to set various instance variables. 
 336   
 337   @ivar bitmap_indicator_flag: flag to indicate whether a bit-map is used (0 for yes, 255 for no). 
 338   @ivar data_representation_template: data representation template from section 5. 
 339   @ivar data_representation_template_number: data representation template number 
 340   from section 5 
 341   (U{Table 5.0 
 342   <http://www.nco.ncep.noaa.gov/pmb/docs/grib2/grib2_table5-0.shtml>}) 
 343   @ivar has_local_use_section:  True if grib message contains a local use 
 344   section. If True the actual local use section is contained in the 
 345   C{_local_use_section} instance variable, as a raw byte string. 
 346   @ivar discipline_code: product discipline code for grib message 
 347   (U{Table 0.0 
 348   <http://www.nco.ncep.noaa.gov/pmb/docs/grib2/grib2_table0-0.shtml>}). 
 349   @ivar earthRmajor: major (equatorial) earth radius. 
 350   @ivar earthRminor: minor (polar) earth radius. 
 351   @ivar grid_definition_info: grid definition section information from section 3. 
 352    See L{Grib2Encode.addgrid} for details. 
 353   @ivar grid_definition_template: grid definition template from section 3. 
 354   @ivar grid_definition_template_number: grid definition template number from section 3 
 355   (U{Table 3.1 
 356   <http://www.nco.ncep.noaa.gov/pmb/docs/grib2/grib2_table3-1.shtml>}). 
 357   @ivar gridlength_in_x_direction: x (or longitudinal) direction grid length. 
 358   @ivar gridlength_in_y_direction: y (or latitudinal) direction grid length. 
 359   @ivar identification_section: data from identification section (section 1). 
 360    See L{Grib2Encode.__init__} for details. 
 361   @ivar latitude_first_gridpoint: latitude of first grid point on grid. 
 362   @ivar latitude_last_gridpoint: latitude of last grid point on grid. 
 363   @ivar longitude_first_gridpoint: longitude of first grid point on grid. 
 364   @ivar longitude_last_gridpoint: longitude of last grid point on grid. 
 365   @ivar originating_center: name of national/international originating center. 
 366   @ivar center_wmo_code: 4 character wmo code for originating center. 
 367   @ivar scanmodeflags: scanning mode flags from Table 3.4 
 368   (U{Table 3.4 
 369   <http://www.nco.ncep.noaa.gov/pmb/docs/grib2/grib2_table3-4.shtml>}). 
 370   
 371    - bit 1: 
 372   
 373      0 - Points in the first row or column scan in the +i (+x) direction 
 374   
 375      1 - Points in the first row or column scan in the -i (-x) direction 
 376   
 377    - bit 2: 
 378   
 379      0 - Points in the first row or column scan in the -j (-y) direction 
 380   
 381      1 - Points in the first row or column scan in the +j (+y) direction 
 382   
 383    - bit 3: 
 384   
 385      0 - Adjacent points in the i (x) direction are consecutive (row-major order). 
 386   
 387      1 - Adjacent points in the j (y) direction are consecutive (column-major order). 
 388   
 389    - bit 4: 
 390   
 391      0 - All rows scan in the same direction 
 392   
 393      1 - Adjacent rows scan in the opposite direction 
 394   
 395   @ivar number_of_data_points_to_unpack: total number of data points in grib message. 
 396   @ivar points_in_x_direction: number of points in the x (longitudinal) direction. 
 397   @ivar points_in_y_direction: number of points in the y (latitudinal) direction. 
 398   @ivar product_definition_template: product definition template from section 4. 
 399   @ivar product_definition_template_number: product definition template number from section 4 
 400   (U{Table 4.0 
 401   <http://www.nco.ncep.noaa.gov/pmb/docs/grib2/grib2_table4-0.shtml>}). 
 402   @ivar shape_of_earth: string describing the shape of the earth (e.g. 'Oblate Spheroid', 'Spheroid'). 
 403   @ivar spectral_truncation_parameters:  pentagonal truncation parameters that describe the 
 404   spherical harmonic truncation (only relevant for grid_definition_template_numbers 50-52). 
 405   For triangular truncation, all three of these numbers are the same. 
 406   @ivar latitude_of_southern_pole: the geographic latitude in degrees of the southern 
 407   pole of the coordinate system (for rotated lat/lon or gaussian grids). 
 408   @ivar longitude_of_southern_pole: the geographic longitude in degrees of the southern 
 409   pole of the coordinate system (for rotated lat/lon or gaussian grids). 
 410   @ivar angle_of_pole_rotation: The angle of rotation in degrees about the new 
 411   polar axis (measured clockwise when looking from the southern to the northern pole) 
 412   of the coordinate system. For rotated lat/lon or gaussian grids. 
 413   @ivar missing_value: primary missing value (for data_representation_template_numbers 
 414   2 and 3). 
 415   @ivar missing_value2: secondary missing value (for data_representation_template_numbers 
 416   2 and 3). 
 417   @ivar proj4_: instance variables with this prefix are used to set the map projection 
 418   parameters for U{PROJ.4<http://proj.maptools.org>}. 
 419      """ 

 420 -    def __init__(self,**kwargs): 

 421          """ 
 422   create a Grib2Decode class instance given a GRIB Edition 2 filename. 
 423   
 424   (used by L{Grib2Decode} function - not directly called by user) 
 425          """ 
 426          for k,v in kwargs.items(): 
 427              setattr(self,k,v) 
 428          # grid information 
 429          gdsinfo = self.grid_definition_info 
 430          gdtnum = self.grid_definition_template_number 
 431          gdtmpl = self.grid_definition_template 
 432          reggrid = gdsinfo[2] == 0 # gdsinfo[2]=0 means regular 2-d grid 
 433          # shape of the earth. 
 434          if gdtnum not in [50,51,52,1200]: 
 435              earthR = _earthparams[gdtmpl[0]] 
 436              if earthR == 'Reserved': earthR = None 
 437          else: 
 438              earthR = None 
 439          if _isString(earthR) and (earthR.startswith('Reserved') or earthR=='Missing'): 
 440              self.shape_of_earth = earthR 
 441              self.earthRminor = None 
 442              self.earthRmajor = None 
 443          elif _isString(earthR) and earthR.startswith('Spherical'): 
 444              self.shape_of_earth = earthR 
 445              scaledearthR = gdtmpl[2] 
 446              earthRscale = gdtmpl[1] 
 447              self.earthRmajor = math.pow(10,-earthRscale)*scaledearthR 
 448              self.earthRminor = self.earthRmajor 
 449          elif _isString(earthR) and earthR.startswith('OblateSpheroid'): 
 450              self.shape_of_earth = earthR 
 451              scaledearthRmajor = gdtmpl[4] 
 452              earthRmajorscale = gdtmpl[3] 
 453              self.earthRmajor = math.pow(10,-earthRmajorscale)*scaledearthRmajor 
 454              self.earthRmajor = self.earthRmajor*1000. # convert to m from km 
 455              scaledearthRminor = gdtmpl[6] 
 456              earthRminorscale = gdtmpl[5] 
 457              self.earthRminor = math.pow(10,-earthRminorscale)*scaledearthRminor 
 458              self.earthRminor = self.earthRminor*1000. # convert to m from km 
 459          elif _isString(earthR) and earthR.startswith('WGS84'): 
 460              self.shape_of_earth = earthR 
 461              self.earthRmajor = 6378137.0 
 462              self.earthRminor = 6356752.3142 
 463          elif isinstance(earthR,tuple): 
 464              self.shape_of_earth = 'OblateSpheroid' 
 465              self.earthRmajor = earthR[0] 
 466              self.earthRminor = earthR[1] 
 467          else: 
 468              if earthR is not None: 
 469                  self.shape_of_earth = 'Spherical' 
 470                  self.earthRmajor = earthR 
 471                  self.earthRminor = self.earthRmajor 
 472          if reggrid and gdtnum not in [50,51,52,53,100,120,1000,1200]: 
 473              self.points_in_x_direction = gdtmpl[7] 
 474              self.points_in_y_direction = gdtmpl[8] 
 475          if not reggrid and gdtnum == 40: # 'reduced' gaussian grid. 
 476              self.points_in_y_direction = gdtmpl[8] 
 477          if gdtnum in [0,1,203,205,32768]: # regular or rotated lat/lon grid 
 478              scalefact = float(gdtmpl[9]) 
 479              divisor = float(gdtmpl[10]) 
 480              if scalefact == 0: scalefact = 1. 
 481              if divisor <= 0: divisor = 1.e6 
 482              self.latitude_first_gridpoint = scalefact*gdtmpl[11]/divisor 
 483              self.longitude_first_gridpoint = scalefact*gdtmpl[12]/divisor 
 484              self.latitude_last_gridpoint = scalefact*gdtmpl[14]/divisor 
 485              self.longitude_last_gridpoint = scalefact*gdtmpl[15]/divisor 
 486              self.gridlength_in_x_direction = scalefact*gdtmpl[16]/divisor 
 487              self.gridlength_in_y_direction = scalefact*gdtmpl[17]/divisor 
 488              if self.latitude_first_gridpoint > self.latitude_last_gridpoint: 
 489                  self.gridlength_in_y_direction = -self.gridlength_in_y_direction 
 490              if self.longitude_first_gridpoint > self.longitude_last_gridpoint: 
 491                  self.gridlength_in_x_direction = -self.gridlength_in_x_direction 
 492              self.scanmodeflags = _dec2bin(gdtmpl[18])[0:4] 
 493              if gdtnum == 1: 
 494                  self.latitude_of_southern_pole = scalefact*gdtmpl[19]/divisor 
 495                  self.longitude_of_southern_pole = scalefact*gdtmpl[20]/divisor 
 496                  self.angle_of_pole_rotation = gdtmpl[21] 
 497          elif gdtnum == 10: # mercator 
 498              self.latitude_first_gridpoint = gdtmpl[9]/1.e6 
 499              self.longitude_first_gridpoint = gdtmpl[10]/1.e6 
 500              self.latitude_last_gridpoint = gdtmpl[13]/1.e6 
 501              self.longitude_last_gridpoint = gdtmpl[14]/1.e6 
 502              self.gridlength_in_x_direction = gdtmpl[17]/1.e3 
 503              self.gridlength_in_y_direction= gdtmpl[18]/1.e3 
 504              self.proj4_lat_ts = gdtmpl[12]/1.e6 
 505              self.proj4_lon_0 = 0.5*(self.longitude_first_gridpoint+self.longitude_last_gridpoint) 
 506              self.proj4_proj = 'merc' 
 507              self.scanmodeflags = _dec2bin(gdtmpl[15])[0:4] 
 508          elif gdtnum == 20: # stereographic 
 509              projflag = _dec2bin(gdtmpl[16])[0] 
 510              self.latitude_first_gridpoint = gdtmpl[9]/1.e6 
 511              self.longitude_first_gridpoint = gdtmpl[10]/1.e6 
 512              self.proj4_lat_ts = gdtmpl[12]/1.e6 
 513              if projflag == 0: 
 514                  self.proj4_lat_0 = 90 
 515              elif projflag == 1: 
 516                  self.proj4_lat_0 = -90 
 517              else: 
 518                  raise ValueError('Invalid projection center flag = %s'%projflag) 
 519              self.proj4_lon_0 = gdtmpl[13]/1.e6 
 520              self.gridlength_in_x_direction = gdtmpl[14]/1000. 
 521              self.gridlength_in_y_direction = gdtmpl[15]/1000. 
 522              self.proj4_proj = 'stere' 
 523              self.scanmodeflags = _dec2bin(gdtmpl[17])[0:4] 
 524          elif gdtnum == 30: # lambert conformal 
 525              self.latitude_first_gridpoint = gdtmpl[9]/1.e6 
 526              self.longitude_first_gridpoint = gdtmpl[10]/1.e6 
 527              self.gridlength_in_x_direction = gdtmpl[14]/1000. 
 528              self.gridlength_in_y_direction = gdtmpl[15]/1000. 
 529              self.proj4_lat_1 = gdtmpl[18]/1.e6 
 530              self.proj4_lat_2 = gdtmpl[19]/1.e6 
 531              self.proj4_lat_0 = gdtmpl[12]/1.e6 
 532              self.proj4_lon_0 = gdtmpl[13]/1.e6 
 533              self.proj4_proj = 'lcc' 
 534              self.scanmodeflags = _dec2bin(gdtmpl[17])[0:4] 
 535          elif gdtnum == 31: # albers equal area. 
 536              self.latitude_first_gridpoint = gdtmpl[9]/1.e6 
 537              self.longitude_first_gridpoint = gdtmpl[10]/1.e6 
 538              self.gridlength_in_x_direction = gdtmpl[14]/1000. 
 539              self.gridlength_in_y_direction = gdtmpl[15]/1000. 
 540              self.proj4_lat_1 = gdtmpl[18]/1.e6 
 541              self.proj4_lat_2 = gdtmpl[19]/1.e6 
 542              self.proj4_lat_0 = gdtmpl[12]/1.e6 
 543              self.proj4_lon_0 = gdtmpl[13]/1.e6 
 544              self.proj4_proj = 'aea' 
 545              self.scanmodeflags = _dec2bin(gdtmpl[17])[0:4] 
 546          elif gdtnum == 40 or gdtnum == 41: # gaussian grid. 
 547              scalefact = float(gdtmpl[9]) 
 548              divisor = float(gdtmpl[10]) 
 549              if scalefact == 0: scalefact = 1. 
 550              if divisor <= 0: divisor = 1.e6 
 551              self.points_between_pole_and_equator = gdtmpl[17] 
 552              self.latitude_first_gridpoint = scalefact*gdtmpl[11]/divisor 
 553              self.longitude_first_gridpoint = scalefact*gdtmpl[12]/divisor 
 554              self.latitude_last_gridpoint = scalefact*gdtmpl[14]/divisor 
 555              self.longitude_last_gridpoint = scalefact*gdtmpl[15]/divisor 
 556              if reggrid: 
 557                  self.gridlength_in_x_direction = scalefact*gdtmpl[16]/divisor 
 558                  if self.longitude_first_gridpoint > self.longitude_last_gridpoint: 
 559                      self.gridlength_in_x_direction = -self.gridlength_in_x_direction 
 560              self.scanmodeflags = _dec2bin(gdtmpl[18])[0:4] 
 561              if gdtnum == 41: 
 562                  self.latitude_of_southern_pole = scalefact*gdtmpl[19]/divisor 
 563                  self.longitude_of_southern_pole = scalefact*gdtmpl[20]/divisor 
 564                  self.angle_of_pole_rotation = gdtmpl[21] 
 565          elif gdtnum == 50: # spectral coefficients. 
 566              self.spectral_truncation_parameters = (gdtmpl[0],gdtmpl[1],gdtmpl[2]) 
 567              self.scanmodeflags = [None,None,None,None] # doesn't apply 
 568          elif gdtnum == 90: # near-sided vertical perspective satellite projection 
 569              self.proj4_lat_0 = gdtmpl[9]/1.e6 
 570              self.proj4_lon_0 = gdtmpl[10]/1.e6 
 571              self.proj4_h = self.earthRmajor * (gdtmpl[18]/1.e6) 
 572              dx = gdtmpl[12] 
 573              dy = gdtmpl[13] 
 574              # if lat_0 is equator, it's a geostationary view. 
 575              if self.proj4_lat_0 == 0.: # if lat_0 is equator, it's a 
 576                  self.proj4_proj = 'geos' 
 577              # general case of 'near-side perspective projection' (untested) 
 578              else: 
 579                  self.proj4_proj = 'nsper' 
 580                  msg = """ 
 581  only geostationary perspective is supported. 
 582  lat/lon values returned by grid method may be incorrect.""" 
 583                  warnings.warn(msg) 
 584              # latitude of horizon on central meridian 
 585              lonmax = 90.-(180./np.pi)*np.arcsin(self.earthRmajor/self.proj4_h) 
 586              # longitude of horizon on equator 
 587              latmax = 90.-(180./np.pi)*np.arcsin(self.earthRminor/self.proj4_h) 
 588              # truncate to nearest thousandth of a degree (to make sure 
 589              # they aren't slightly over the horizon) 
 590              latmax = int(1000*latmax)/1000. 
 591              lonmax = int(1000*lonmax)/1000. 
 592              # h is measured from surface of earth at equator. 
 593              self.proj4_h = self.proj4_h - self.earthRmajor 
 594              # width and height of visible projection 
 595              P = pyproj.Proj(proj=self.proj4_proj,\ 
 596                              a=self.earthRmajor,b=self.earthRminor,\ 
 597                              lat_0=0,lon_0=0,h=self.proj4_h) 
 598              x1,y1 = P(0.,latmax); x2,y2 = P(lonmax,0.) 
 599              width = 2*x2; height = 2*y1 
 600              self.gridlength_in_x_direction = width/dx 
 601              self.gridlength_in_y_direction = height/dy 
 602              self.scanmodeflags = _dec2bin(gdtmpl[16])[0:4] 
 603          elif gdtnum == 110: # azimuthal equidistant. 
 604              self.proj4_lat_0 = gdtmpl[9]/1.e6 
 605              self.proj4_lon_0 = gdtmpl[10]/1.e6 
 606              self.gridlength_in_x_direction = gdtmpl[12]/1000. 
 607              self.gridlength_in_y_direction = gdtmpl[13]/1000. 
 608              self.proj4_proj = 'aeqd' 
 609              self.scanmodeflags = _dec2bin(gdtmpl[15])[0:4] 
 610          elif gdtnum == 204: # curvilinear orthogonal 
 611              self.scanmodeflags = _dec2bin(gdtmpl[18])[0:4] 
 612          # missing value. 
 613          drtnum = self.data_representation_template_number 
 614          drtmpl = self.data_representation_template 
 615          if (drtnum == 2 or drtnum == 3) and drtmpl[6] != 0: 
 616              self.missing_value = _getieeeint(drtmpl[7]) 
 617              if drtmpl[6] == 2: 
 618                  self.missing_value2 = _getieeeint(drtmpl[8]) 

 619   

 620 -    def __repr__(self): 

 621          strings = [] 
 622          keys = self.__dict__.keys() 
 623          keys.sort() 
 624          for k in keys: 
 625              if not k.startswith('_'): 
 626                  strings.append('%s = %s\n'%(k,self.__dict__[k])) 
 627          return ''.join(strings) 

 628   

 629 -    def data(self,fill_value=9.9692099683868690e+36,masked_array=True,expand=True,order=None): 

 630          """ 
 631   returns an unpacked data grid.  Can also be accomplished with L{values} 
 632   property. 
 633   
 634   @keyword fill_value: missing or masked data is filled with this value 
 635   (default 9.9692099683868690e+36). 
 636   
 637   @keyword masked_array: if True, return masked array if there is bitmap 
 638   for missing or masked data (default True). 
 639   
 640   @keyword expand:  if True (default), ECMWF 'reduced' gaussian grids are 
 641   expanded to regular gaussian grids. 
 642   
 643   @keyword order: if 1, linear interpolation is used for expanding reduced 
 644   gaussian grids.  if 0, nearest neighbor interpolation is used. Default 
 645   is 0 if grid has missing or bitmapped values, 1 otherwise. 
 646   
 647   @return: C{B{data}}, a float32 numpy regular or masked array 
 648   with shape (nlats,lons) containing the requested grid. 
 649          """ 
 650          # make sure scan mode is supported. 
 651          # if there is no 'scanmodeflags', then grid is not supported. 
 652          from redtoreg import _redtoreg 
 653          if not hasattr(self,'scanmodeflags'): 
 654              raise ValueError('unsupported grid definition template number %s'%self.grid_definition_template_number) 
 655          else: 
 656              if self.scanmodeflags[2]: 
 657                  storageorder='F' 
 658              else: 
 659                  storageorder='C' 
 660          bitmapflag = self.bitmap_indicator_flag 
 661          drtnum = self.data_representation_template_number 
 662          drtmpl = self.data_representation_template 
 663          # default order=0 is missing values or bitmap exists. 
 664          if order is None: 
 665              if ((drtnum == 3 or drtnum == 2) and drtmpl[6] != 0) or bitmapflag == 0: 
 666                  order = 0 
 667              else: 
 668                  order = 1 
 669          try: 
 670              f = open(self._grib_filename,'rb') 
 671          except (TypeError,IOError): 
 672              f = StringIO(self._grib_filename) 
 673          f.seek(self._grib_message_byteoffset) 
 674          gribmsg = f.read(self._grib_message_length) 
 675          f.close() 
 676          gdtnum = self.grid_definition_template_number 
 677          gdtmpl = self.grid_definition_template 
 678          ndpts = self.number_of_data_points_to_unpack 
 679          gdsinfo = self.grid_definition_info 
 680          ngrdpts = gdsinfo[1] 
 681          ipos = self._section7_byte_offset 
 682          fld1=g2clib.unpack7(gribmsg,gdtnum,gdtmpl,drtnum,drtmpl,ndpts,ipos,np.empty,storageorder=storageorder) 
 683          # apply bitmap. 
 684          if bitmapflag == 0: 
 685              bitmap=self._bitmap 
 686              fld = fill_value*np.ones(ngrdpts,'f') 
 687              np.put(fld,np.nonzero(bitmap),fld1) 
 688              if masked_array: 
 689                  fld = ma.masked_values(fld,fill_value) 
 690          # missing values instead of bitmap 
 691          elif masked_array and hasattr(self,'missing_value'): 
 692              if hasattr(self, 'missing_value2'): 
 693                  mask = np.logical_or(fld1 == self.missing_value, fld1 == self.missing_value2) 
 694              else: 
 695                  mask = fld1 == self.missing_value 
 696              fld = ma.array(fld1,mask=mask) 
 697          else: 
 698              fld = fld1 
 699          nx = None; ny = None 
 700          if hasattr(self,'points_in_x_direction'): 
 701              nx = self.points_in_x_direction 
 702          if hasattr(self,'points_in_y_direction'): 
 703              ny = self.points_in_y_direction 
 704          if nx is not None and ny is not None: # rectangular grid. 
 705              if ma.isMA(fld): 
 706                  fld = ma.reshape(fld,(ny,nx)) 
 707              else: 
 708                  fld = np.reshape(fld,(ny,nx)) 
 709          else: 
 710              if gdsinfo[2] and gdtnum == 40: # ECMWF 'reduced' global gaussian grid. 
 711                  if expand: 
 712                      nx = 2*ny 
 713                      lonsperlat = self.grid_definition_list 
 714                      if ma.isMA(fld): 
 715                          fld = ma.filled(fld) 
 716                          print fld.shape, lonsperlat.dtype, lonsperlat.shape, lonsperlat.sum() 
 717                          fld = _redtoreg(nx, lonsperlat.astype(np.long),\ 
 718                                  fld.astype(np.double), fill_value) 
 719                          fld = ma.masked_values(fld,fill_value) 
 720                      else: 
 721                          fld = _redtoreg(nx, lonsperlat, fld.astype('f8'),\ 
 722                                  fill_value) 
 723          # check scan modes for rect grids. 
 724          if nx is not None and ny is not None: 
 725              # rows scan in the -x direction (so flip) 
 726              if self.scanmodeflags[0]: 
 727                  fldsave = fld.astype('f') # casting makes a copy 
 728                  fld[:,:] = fldsave[:,::-1] 
 729              # columns scan in the -y direction (so flip) 
 730              if not self.scanmodeflags[1]: 
 731                  fldsave = fld.astype('f') # casting makes a copy 
 732                  fld[:,:] = fldsave[::-1,:] 
 733              # adjacent rows scan in opposite direction. 
 734              # (flip every other row) 
 735              if self.scanmodeflags[3]: 
 736                  fldsave = fld.astype('f') # casting makes a copy 
 737                  fld[1::2,:] = fldsave[1::2,::-1] 
 738          return fld 

 739   
 740      values = property(data) 
 741   

 742 -    def latlons(self): 

 743          """alias for L{grid}""" 
 744          return self.grid() 

 745   

 746 -    def grid(self): 

 747          """ 
 748   return lats,lons (in degrees) of grid. 
 749   currently can handle reg. lat/lon, global gaussian, mercator, stereographic, 
 750   lambert conformal, albers equal-area, space-view and azimuthal 
 751   equidistant grids.  L{latlons} method does the same thing. 
 752   
 753   @return: C{B{lats},B{lons}}, float32 numpy arrays 
 754   containing latitudes and longitudes of grid (in degrees). 
 755          """ 
 756          from pygrib import gaulats 
 757          gdsinfo = self.grid_definition_info 
 758          gdtnum = self.grid_definition_template_number 
 759          gdtmpl = self.grid_definition_template 
 760          reggrid = gdsinfo[2] == 0 # gdsinfo[2]=0 means regular 2-d grid 
 761          projparams = {} 
 762          projparams['a']=self.earthRmajor 
 763          projparams['b']=self.earthRminor 
 764          if gdtnum == 0: # regular lat/lon grid 
 765              lon1, lat1 = self.longitude_first_gridpoint, self.latitude_first_gridpoint 
 766              lon2, lat2 = self.longitude_last_gridpoint, self.latitude_last_gridpoint 
 767              delon = self.gridlength_in_x_direction 
 768              delat = self.gridlength_in_y_direction 
 769              lats = np.arange(lat1,lat2+delat,delat) 
 770              lons = np.arange(lon1,lon2+delon,delon) 
 771              # flip if scan mode says to. 
 772              if self.scanmodeflags[0]: 
 773                  lons = lons[::-1] 
 774              if not self.scanmodeflags[1]: 
 775                  lats = lats[::-1] 
 776              projparams['proj'] = 'cyl' 
 777              lons,lats = np.meshgrid(lons,lats) # make 2-d arrays. 
 778          elif gdtnum == 40: # gaussian grid (only works for global!) 
 779              lon1, lat1 = self.longitude_first_gridpoint, self.latitude_first_gridpoint 
 780              lon2, lat2 = self.longitude_last_gridpoint, self.latitude_last_gridpoint 
 781              nlats = self.points_in_y_direction 
 782              if not reggrid: # ECMWF 'reduced' gaussian grid. 
 783                  nlons = 2*nlats 
 784                  delon = 360./nlons 
 785              else: 
 786                  nlons = self.points_in_x_direction 
 787                  delon = self.gridlength_in_x_direction 
 788              lons = np.arange(lon1,lon2+delon,delon) 
 789              # compute gaussian lats (north to south) 
 790              lats = gaulats(nlats) 
 791              if lat1 < lat2:  # reverse them if necessary 
 792                  lats = lats[::-1] 
 793              # flip if scan mode says to. 
 794              if self.scanmodeflags[0]: 
 795                  lons = lons[::-1] 
 796              if not self.scanmodeflags[1]: 
 797                  lats = lats[::-1] 
 798              projparams['proj'] = 'cyl' 
 799              lons,lats = np.meshgrid(lons,lats) # make 2-d arrays 
 800          # mercator, lambert conformal, stereographic, albers equal area, azimuthal equidistant 
 801          elif gdtnum in [10,20,30,31,110]: 
 802              nx = self.points_in_x_direction 
 803              ny = self.points_in_y_direction 
 804              dx = self.gridlength_in_x_direction 
 805              dy = self.gridlength_in_y_direction 
 806              lon1, lat1 = self.longitude_first_gridpoint, self.latitude_first_gridpoint 
 807              if gdtnum == 10: # mercator. 
 808                  projparams['lat_ts']=self.proj4_lat_ts 
 809                  projparams['proj']=self.proj4_proj 
 810                  projparams['lon_0']=self.proj4_lon_0 
 811                  pj = pyproj.Proj(projparams) 
 812                  llcrnrx, llcrnry = pj(lon1,lat1) 
 813                  x = llcrnrx+dx*np.arange(nx) 
 814                  y = llcrnry+dy*np.arange(ny) 
 815                  x, y = np.meshgrid(x, y) 
 816                  lons, lats = pj(x, y, inverse=True) 
 817              elif gdtnum == 20:  # stereographic 
 818                  projparams['lat_ts']=self.proj4_lat_ts 
 819                  projparams['proj']=self.proj4_proj 
 820                  projparams['lat_0']=self.proj4_lat_0 
 821                  projparams['lon_0']=self.proj4_lon_0 
 822                  pj = pyproj.Proj(projparams) 
 823                  llcrnrx, llcrnry = pj(lon1,lat1) 
 824                  x = llcrnrx+dx*np.arange(nx) 
 825                  y = llcrnry+dy*np.arange(ny) 
 826                  x, y = np.meshgrid(x, y) 
 827                  lons, lats = pj(x, y, inverse=True) 
 828              elif gdtnum in [30,31]: # lambert, albers 
 829                  projparams['lat_1']=self.proj4_lat_1 
 830                  projparams['lat_2']=self.proj4_lat_2 
 831                  projparams['proj']=self.proj4_proj 
 832                  projparams['lon_0']=self.proj4_lon_0 
 833                  pj = pyproj.Proj(projparams) 
 834                  llcrnrx, llcrnry = pj(lon1,lat1) 
 835                  x = llcrnrx+dx*np.arange(nx) 
 836                  y = llcrnry+dy*np.arange(ny) 
 837                  x, y = np.meshgrid(x, y) 
 838                  lons, lats = pj(x, y, inverse=True) 
 839              elif gdtnum == 110: # azimuthal equidistant 
 840                  projparams['proj']=self.proj4_proj 
 841                  projparams['lat_0']=self.proj4_lat_0 
 842                  projparams['lon_0']=self.proj4_lon_0 
 843                  pj = pyproj.Proj(projparams) 
 844                  llcrnrx, llcrnry = pj(lon1,lat1) 
 845                  x = llcrnrx+dx*np.arange(nx) 
 846                  y = llcrnry+dy*np.arange(ny) 
 847                  x, y = np.meshgrid(x, y) 
 848                  lons, lats = pj(x, y, inverse=True) 
 849          elif gdtnum == 90: # satellite projection. 
 850              nx = self.points_in_x_direction 
 851              ny = self.points_in_y_direction 
 852              dx = self.gridlength_in_x_direction 
 853              dy = self.gridlength_in_y_direction 
 854              projparams['proj']=self.proj4_proj 
 855              projparams['lon_0']=self.proj4_lon_0 
 856              projparams['lat_0']=self.proj4_lat_0 
 857              projparams['h']=self.proj4_h 
 858              pj = pyproj.Proj(projparams) 
 859              x = dx*np.indices((ny,nx),'f')[1,:,:] 
 860              x = x - 0.5*x.max() 
 861              y = dy*np.indices((ny,nx),'f')[0,:,:] 
 862              y = y - 0.5*y.max() 
 863              lons, lats = pj(x,y,inverse=True) 
 864              # set lons,lats to 1.e30 where undefined 
 865              abslons = np.fabs(lons); abslats = np.fabs(lats) 
 866              lons = np.where(abslons < 1.e20, lons, 1.e30) 
 867              lats = np.where(abslats < 1.e20, lats, 1.e30) 
 868          else: 
 869              raise ValueError('unsupported grid') 
 870          self.projparams = projparams 
 871          return lats.astype('f'), lons.astype('f') 

 872   

 873 -def Grib2Decode(filename,gribmsg=False): 

 874      """ 
 875   Read the contents of a GRIB2 file. 
 876   
 877   @param filename: name of GRIB2 file (default, gribmsg=False) or binary string 
 878   representing a grib message (if gribmsg=True). 
 879   
 880   @return:  a list of L{Grib2Message} instances representing all of the 
 881   grib messages in the file.  Messages with multiple fields are split 
 882   into separate messages (so that each L{Grib2Message} instance contains 
 883   just one data field). The metadata in each GRIB2 message can be 
 884   accessed via L{Grib2Message} instance variables, the actual data 
 885   can be read using L{Grib2Message.data}, and the lat/lon values of the grid 
 886   can be accesses using L{Grib2Message.grid}. If there is only one grib 
 887   message, just the L{Grib2Message} instance is returned, instead of a list 
 888   with one element. 
 889      """ 
 890      if gribmsg: 
 891          f = StringIO(filename) 
 892      else: 
 893          f = open(filename,'rb') 
 894      nmsg = 0 
 895      # loop over grib messages, read section 0, get entire grib message. 
 896      disciplines = [] 
 897      startingpos = [] 
 898      msglen = [] 
 899      while 1: 
 900          # find next occurence of string 'GRIB' (or EOF). 
 901          nbyte = f.tell() 
 902          while 1: 
 903              f.seek(nbyte) 
 904              start = f.read(4).decode('ascii','ignore') 
 905              if start == '' or start == 'GRIB': break 
 906              nbyte = nbyte + 1 
 907          if start == '': break # at EOF 
 908          # otherwise, start (='GRIB') contains indicator message (section 0) 
 909          startpos = f.tell()-4 
 910          f.seek(2,1)  # next two octets are reserved 
 911          # get discipline info. 
 912          disciplines.append(struct.unpack('>B',f.read(1))[0]) 
 913          # check to see it's a grib edition 2 file. 
 914          vers = struct.unpack('>B',f.read(1))[0] 
 915          if vers != 2: 
 916              raise IOError('not a GRIB2 file (version number %d)' % vers) 
 917          lengrib = struct.unpack('>q',f.read(8))[0] 
 918          msglen.append(lengrib) 
 919          startingpos.append(startpos) 
 920          # read in entire grib message. 
 921          f.seek(startpos) 
 922          gribmsg = f.read(lengrib) 
 923          # make sure the message ends with '7777' 
 924          end = gribmsg[-4:lengrib].decode('ascii','ignore') 
 925          if end != '7777': 
 926             raise IOError('partial GRIB message (no "7777" at end)') 
 927          # do next message. 
 928          nmsg=nmsg+1 
 929      # if no grib messages found, nmsg is still 0 and it's not GRIB. 
 930      if nmsg==0: 
 931         raise IOError('not a GRIB file') 
 932      # now for each grib message, find number of fields. 
 933      numfields = [] 
 934      f.seek(0) # rewind file. 
 935      for n in range(nmsg): 
 936          f.seek(startingpos[n]) 
 937          gribmsg = f.read(msglen[n]) 
 938          pos = 0 
 939          numflds = 0 
 940          while 1: 
 941              if gribmsg[pos:pos+4].decode('ascii','ignore') == 'GRIB': 
 942                  sectnum = 0 
 943                  lensect = 16 
 944              elif gribmsg[pos:pos+4].decode('ascii','ignore') == '7777': 
 945                  break 
 946              else: 
 947                  lensect = struct.unpack('>i',gribmsg[pos:pos+4])[0] 
 948                  sectnum = struct.unpack('>B',gribmsg[pos+4:pos+5])[0] 
 949                  if sectnum == 4: numflds=numflds+1 
 950                  #if sectnum == 2: numlocal=numlocal+1 
 951              pos = pos + lensect 
 952              #print sectnum,lensect,pos 
 953          #print n+1,len(gribmsg),numfields,numlocal 
 954          numfields.append(numflds) 
 955      # decode each section in grib message (sections 1 and above). 
 956      gdtnum = [] # grid defn template number from sxn 3 
 957      gdtmpl = [] # grid defn template from sxn 3 
 958      gdeflist = [] # optional grid definition list from sxn 3 
 959      gdsinfo = [] # grid definition section info from sxn3 
 960      pdtmpl = [] # product defn template from sxn 4 
 961      pdtnum = [] # product defn template number from sxn 4 
 962      coordlist = [] # vertical coordinate info from sxn 4 
 963      drtmpl = [] # data representation template from sxn 5 
 964      drtnum = [] # data representation template number from sxn 5 
 965      ndpts = [] # number of data points to be unpacked (from sxn 5) 
 966      bitmapflag = [] # bit-map indicator flag from sxn 6 
 967      bitmap = [] # bitmap from sxn 6. 
 968      pos7 = [] # byte offset for section 7. 
 969      localsxn = [] # local use sections. 
 970      msgstart = [] # byte offset in file for message start. 
 971      msglength = [] # length of the message in bytes. 
 972      message = [] # the actual grib message. 
 973      identsect = [] # identification section (section 1). 
 974      discipline = [] # discipline code. 
 975      for n in range(nmsg): 
 976          spos = startingpos[n] 
 977          lengrib = msglen[n] 
 978          #gribmsg = gribmsgs[n] 
 979          f.seek(spos) 
 980          gribmsg = f.read(lengrib) 
 981          discipl = disciplines[n] 
 982          lensect0 = 16 
 983          # get length of section 1 and section number. 
 984          #lensect1 = struct.unpack('>i',gribmsg[lensect0:lensect0+4])[0] 
 985          #sectnum1 = struct.unpack('>B',gribmsg[lensect0+4])[0] 
 986          #print 'sectnum1, lensect1 = ',sectnum1,lensect1 
 987          # unpack section 1, octets 1-21 (13 parameters).  This section 
 988          # can occur only once per grib message. 
 989          #idsect,pos = _unpack1(gribmsg,lensect0) # python version 
 990          idsect,pos = g2clib.unpack1(gribmsg,lensect0,np.empty) # c version 
 991          # loop over rest of sections in message. 
 992          gdtnums = [] 
 993          gdtmpls = [] 
 994          gdeflists = [] 
 995          gdsinfos = [] 
 996          pdtmpls = [] 
 997          coordlists = [] 
 998          pdtnums = [] 
 999          drtmpls = [] 
1000          drtnums = [] 
1001          ndptslist = [] 
1002          bitmapflags = [] 
1003          bitmaps = [] 
1004          sxn7pos = [] 
1005          localsxns = [] 
1006          while 1: 
1007              # check to see if this is the end of the message. 
1008              if gribmsg[pos:pos+4].decode('ascii','ignore') == '7777': break 
1009              lensect = struct.unpack('>i',gribmsg[pos:pos+4])[0] 
1010              sectnum = struct.unpack('>B',gribmsg[pos+4:pos+5])[0] 
1011              # section 2, local use section. 
1012              if sectnum == 2: 
1013                  # "local use section", used by NDFD to store WX 
1014                  # strings.  This section is returned as a raw 
1015                  # bytestring for further dataset-specific parsing, 
1016                  # not as a numpy array. 
1017                  localsxns.append(gribmsg[pos+5:pos+lensect]) 
1018                  pos = pos + lensect 
1019              # section 3, grid definition section. 
1020              elif sectnum == 3: 
1021                  gds,gdtempl,deflist,pos = g2clib.unpack3(gribmsg,pos,np.empty) 
1022                  gdtnums.append(gds[4]) 
1023                  gdtmpls.append(gdtempl) 
1024                  gdeflists.append(deflist) 
1025                  gdsinfos.append(gds) 
1026              # section, product definition section. 
1027              elif sectnum == 4: 
1028                  pdtempl,pdtn,coordlst,pos = g2clib.unpack4(gribmsg,pos,np.empty) 
1029                  pdtmpls.append(pdtempl) 
1030                  coordlists.append(coordlst) 
1031                  pdtnums.append(pdtn) 
1032              # section 5, data representation section. 
1033              elif sectnum == 5: 
1034                  drtempl,drtn,npts,pos = g2clib.unpack5(gribmsg,pos,np.empty) 
1035                  drtmpls.append(drtempl) 
1036                  drtnums.append(drtn) 
1037                  ndptslist.append(npts) 
1038              # section 6, bit-map section. 
1039              elif sectnum == 6: 
1040                  bmap,bmapflag = g2clib.unpack6(gribmsg,gds[1],pos,np.empty) 
1041                  #bitmapflag = struct.unpack('>B',gribmsg[pos+5])[0] 
1042                  if bmapflag == 0: 
1043                      bitmaps.append(bmap.astype('b')) 
1044                  # use last defined bitmap. 
1045                  elif bmapflag == 254: 
1046                      bmapflag = 0 
1047                      for bmp in bitmaps[::-1]: 
1048                          if bmp is not None: bitmaps.append(bmp) 
1049                  else: 
1050                      bitmaps.append(None) 
1051                  bitmapflags.append(bmapflag) 
1052                  pos = pos + lensect 
1053              # section 7, data section (nothing done here, 
1054              # data unpacked when getfld method is invoked). 
1055              else: 
1056                  if sectnum != 7: 
1057                     msg = 'unknown section = %i' % sectnum 
1058                     raise ValueError(msg) 
1059                  sxn7pos.append(pos) 
1060                  pos = pos + lensect 
1061          # extend by repeating last value for all remaining fields. 
1062          gdtnum.append(_repeatlast(numfields[n],gdtnums)) 
1063          gdtmpl.append(_repeatlast(numfields[n],gdtmpls)) 
1064          gdeflist.append(_repeatlast(numfields[n],gdeflists)) 
1065          gdsinfo.append(_repeatlast(numfields[n],gdsinfos)) 
1066          pdtmpl.append(_repeatlast(numfields[n],pdtmpls)) 
1067          pdtnum.append(_repeatlast(numfields[n],pdtnums)) 
1068          coordlist.append(_repeatlast(numfields[n],coordlists)) 
1069          drtmpl.append(_repeatlast(numfields[n],drtmpls)) 
1070          drtnum.append(_repeatlast(numfields[n],drtnums)) 
1071          ndpts.append(_repeatlast(numfields[n],ndptslist)) 
1072          bitmapflag.append(_repeatlast(numfields[n],bitmapflags)) 
1073          bitmap.append(_repeatlast(numfields[n],bitmaps)) 
1074          pos7.append(_repeatlast(numfields[n],sxn7pos)) 
1075          if len(localsxns) == 0: 
1076              localsxns = [None] 
1077          localsxn.append(_repeatlast(numfields[n],localsxns)) 
1078          msgstart.append(_repeatlast(numfields[n],[spos])) 
1079          msglength.append(_repeatlast(numfields[n],[lengrib])) 
1080          identsect.append(_repeatlast(numfields[n],[idsect])) 
1081          discipline.append(_repeatlast(numfields[n],[discipl])) 
1082   
1083      gdtnum = _flatten(gdtnum) 
1084      gdtmpl = _flatten(gdtmpl) 
1085      gdeflist = _flatten(gdeflist) 
1086      gdsinfo = _flatten(gdsinfo) 
1087      pdtmpl = _flatten(pdtmpl) 
1088      pdtnum = _flatten(pdtnum) 
1089      coordlist = _flatten(coordlist) 
1090      drtmpl = _flatten(drtmpl) 
1091      drtnum = _flatten(drtnum) 
1092      ndpts = _flatten(ndpts) 
1093      bitmapflag = _flatten(bitmapflag) 
1094      bitmap = _flatten(bitmap) 
1095      pos7 = _flatten(pos7) 
1096      localsxn = _flatten(localsxn) 
1097      msgstart = _flatten(msgstart) 
1098      msglength = _flatten(msglength) 
1099      identsect = _flatten(identsect) 
1100      discipline = _flatten(discipline) 
1101   
1102      gribs = [] 
1103      for n in range(len(msgstart)): 
1104          kwargs = {} 
1105          kwargs['originating_center']=_table0[identsect[n][0]][0] 
1106          wmo_code = _table0[identsect[n][0]][1] 
1107          if wmo_code is not None: 
1108              kwargs['center_wmo_code']=wmo_code 
1109          kwargs['grid_definition_template_number']=gdtnum[n] 
1110          kwargs['grid_definition_template']=gdtmpl[n] 
1111          if gdeflist[n] != []: 
1112              kwargs['grid_definition_list']=gdeflist[n] 
1113          kwargs['grid_definition_info']=gdsinfo[n] 
1114          kwargs['discipline_code']=discipline[n] 
1115          kwargs['product_definition_template_number']=pdtnum[n] 
1116          kwargs['product_definition_template']=pdtmpl[n] 
1117          kwargs['data_representation_template_number']=drtnum[n] 
1118          kwargs['data_representation_template']=drtmpl[n] 
1119          if coordlist[n] != []: 
1120              kwargs['extra_vertical_coordinate_info']=coordlist[n] 
1121          kwargs['number_of_data_points_to_unpack']=ndpts[n] 
1122          kwargs['bitmap_indicator_flag']=bitmapflag[n] 
1123          if bitmap[n] is not []: 
1124              kwargs['_bitmap']=bitmap[n] 
1125          kwargs['_section7_byte_offset']=pos7[n] 
1126          kwargs['_grib_message_byteoffset']=msgstart[n] 
1127          kwargs['_grib_message_length']=msglength[n] 
1128          kwargs['_grib_filename']=filename 
1129          kwargs['identification_section']=identsect[n] 
1130          kwargs['_grib_message_number']=n+1 
1131          if localsxn[n] is not None: 
1132              kwargs['has_local_use_section'] = True 
1133              kwargs['_local_use_section']=localsxn[n] 
1134          else: 
1135              kwargs['has_local_use_section'] = False 
1136          gribs.append(Grib2Message(**kwargs)) 
1137      f.close() 
1138      if len(gribs) == 1: 
1139          return gribs[0] 
1140      else: 
1141          return gribs 

1142   

1143 -def dump(filename, grbs): 

1144      """ 
1145   write the given L{Grib2Message} instances to a grib file. 
1146   
1147   @param filename: file to write grib data to. 
1148   @param grbs: a list of L{Grib2Message} instances. 
1149      """ 
1150      gribfile = open(filename,'wb') 
1151      for grb in grbs: 
1152          try: 
1153              f = open(grb._grib_filename,'rb') 
1154          except TypeError: 
1155              f = StringIO(grb._grib_filename) 
1156          f.seek(grb._grib_message_byteoffset) 
1157          gribmsg = f.read(grb._grib_message_length) 
1158          f.close() 
1159          gribfile.write(gribmsg) 
1160      gribfile.close() 

1161   
1162  # private methods and functions below here. 
1163   

1164 -def _getdate(idsect): 

1165      """return yyyy,mm,dd,min,ss from section 1""" 
1166      yyyy=idsect[5] 
1167      mm=idsect[6] 
1168      dd=idsect[7] 
1169      hh=idsect[8] 
1170      min=idsect[9] 
1171      ss=idsect[10] 
1172      return yyyy,mm,dd,hh,min,ss 

1173   

1174 -def _unpack1(gribmsg,pos): 

1175      """unpack section 1 given starting point in bytes 
1176      used to test pyrex interface to g2_unpack1""" 
1177      idsect = [] 
1178      pos = pos + 5 
1179      idsect.append(struct.unpack('>h',gribmsg[pos:pos+2])[0]) 
1180      pos = pos + 2 
1181      idsect.append(struct.unpack('>h',gribmsg[pos:pos+2])[0]) 
1182      pos = pos + 2 
1183      idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) 
1184      pos = pos + 1 
1185      idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) 
1186      pos = pos + 1 
1187      idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) 
1188      pos = pos + 1 
1189      idsect.append(struct.unpack('>h',gribmsg[pos:pos+2])[0]) 
1190      pos = pos + 2 
1191      idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) 
1192      pos = pos + 1 
1193      idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) 
1194      pos = pos + 1 
1195      idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) 
1196      pos = pos + 1 
1197      idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) 
1198      pos = pos + 1 
1199      idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) 
1200      pos = pos + 1 
1201      idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) 
1202      pos = pos + 1 
1203      idsect.append(struct.unpack('>B',gribmsg[pos:pos+1])[0]) 
1204      pos = pos + 1 
1205      return np.array(idsect,'i'),pos 

1206   

1207 -def _repeatlast(numfields,listin): 

1208      """repeat last item in listin, until len(listin) = numfields""" 
1209      if len(listin) < numfields: 
1210          last = listin[-1] 
1211          for n in range(len(listin),numfields): 
1212              listin.append(last) 
1213      return listin 

1214   

1215 -def _flatten(lst): 

1216      try: 
1217          flist = functools.reduce(operator.add,lst) 
1218      except NameError: # no reduce in python 3. 
1219          import functools 
1220          flist = functools.reduce(operator.add,lst) 
1221      return flist 

1222   
1223   

1224 -class Grib2Encode: 

1225      """ 
1226   Class for encoding data into a GRIB2 message. 
1227    - Creating a class instance (L{__init__}) initializes the message and adds 
1228      sections 0 and 1 (the indicator and identification sections), 
1229    - method L{addgrid} adds a grid definition (section 3) to the messsage. 
1230    - method L{addfield} adds sections 4-7 to the message (the product 
1231      definition, data representation, bitmap and data sections). 
1232    - method L{end} adds the end section (section 8) and terminates the message. 
1233   
1234   
1235   A GRIB Edition 2 message is a machine independent format for storing 
1236   one or more gridded data fields.  Each GRIB2 message consists of the 
1237   following sections: 
1238    - SECTION 0: Indicator Section - only one per message 
1239    - SECTION 1: Identification Section - only one per message 
1240    - SECTION 2: (Local Use Section) - optional 
1241    - SECTION 3: Grid Definition Section 
1242    - SECTION 4: Product Definition Section 
1243    - SECTION 5: Data Representation Section 
1244    - SECTION 6: Bit-map Section 
1245    - SECTION 7: Data Section 
1246    - SECTION 8: End Section 
1247   
1248   Sequences of GRIB sections 2 to 7, 3 to 7, or sections 4 to 7 may be repeated 
1249   within a single GRIB message.  All sections within such repeated sequences 
1250   must be present and shall appear in the numerical order noted above. 
1251   Unrepeated sections remain in effect until redefined. 
1252   
1253   Note:  Writing section 2 (the 'local use section') is 
1254   not yet supported. 
1255   
1256   @ivar msg: A binary string containing the GRIB2 message. 
1257   After the message has been terminated by calling 
1258   the L{end} method, this string can be written to a file. 
1259      """ 
1260   

1261 -    def __init__(self, discipline, idsect): 

1262          """ 
1263   create a Grib2Enecode class instance given the GRIB2 discipline 
1264   parameter and the identification section (sections 0 and 1). 
1265   
1266   The GRIB2 message is stored as a binary string in instance variable L{msg}. 
1267   
1268   L{addgrid}, L{addfield} and L{end} class methods must be called to complete 
1269   the GRIB2 message. 
1270   
1271   @param discipline:  Discipline or GRIB Master Table Number (Code Table 0.0). 
1272   (0 for meteorlogical, 1 for hydrological, 2 for land surface, 3 for space, 
1273   10 for oceanographic products). 
1274   
1275   @param idsect:  Sequence containing identification section (section 1). 
1276    - idsect[0]=Id of orginating centre (Common Code 
1277      U{Table C-1<http://www.nws.noaa.gov/tg/GRIB_C1.htm>}) 
1278    - idsect[1]=Id of orginating sub-centre (local table) 
1279    - idsect[2]=GRIB Master Tables Version Number (Code 
1280      U{Table 1.0 
1281      <http://www.nco.ncep.noaa.gov/pmb/docs/grib2/grib2_table1-0.shtml>}) 
1282    - idsect[3]=GRIB Local Tables Version Number (Code 
1283      U{Table 1.1 
1284      <http://www.nco.ncep.noaa.gov/pmb/docs/grib2/grib2_table1-1.shtml>}) 
1285    - idsect[4]=Significance of Reference Time (Code 
1286      U{Table 1.2 
1287      <http://www.nco.ncep.noaa.gov/pmb/docs/grib2/grib2_table1-2.shtml>}) 
1288    - idsect[5]=Reference Time - Year (4 digits) 
1289    - idsect[6]=Reference Time - Month 
1290    - idsect[7]=Reference Time - Day 
1291    - idsect[8]=Reference Time - Hour 
1292    - idsect[9]=Reference Time - Minute 
1293    - idsect[10]=Reference Time - Second 
1294    - idsect[11]=Production status of data (Code 
1295      U{Table 1.3 
1296      <http://www.nco.ncep.noaa.gov/pmb/docs/grib2/grib2_table1-3.shtml>}) 
1297    - idsect[12]=Type of processed data (Code 
1298      U{Table 
1299      1.4<http://www.nco.ncep.noaa.gov/pmb/docs/grib2/grib2_table1-4.shtml>}) 
1300          """ 
1301          self.msg,msglen=g2clib.grib2_create(np.array([discipline,2],np.int32),np.array(idsect,np.int32)) 

1302   

1303 -    def addgrid(self,gdsinfo,gdtmpl,deflist=None): 

1304          """ 
1305   Add a grid definition section (section 3) to the GRIB2 message. 
1306   
1307   @param gdsinfo: Sequence containing information needed for the grid definition section. 
1308    - gdsinfo[0] = Source of grid definition (see Code 
1309      U{Table 3.0 
1310      <http://www.nco.ncep.noaa.gov/pmb/docs/grib2/grib2_table3-0.shtml>}) 
1311    - gdsinfo[1] = Number of grid points in the defined grid. 
1312    - gdsinfo[2] = Number of octets needed for each additional grid points defn. 
1313      Used to define number of points in each row for non-reg grids (=0 for 
1314      regular grid). 
1315    - gdsinfo[3] = Interp. of list for optional points defn (Code 
1316      U{Table 3.11 
1317      <http://www.nco.ncep.noaa.gov/pmb/docs/grib2/grib2_table3-11.shtml>}) 
1318    - gdsinfo[4] = Grid Definition Template Number (Code 
1319      U{Table 3.1 
1320      <http://www.nco.ncep.noaa.gov/pmb/docs/grib2/grib2_table3-1.shtml>}) 
1321   
1322   @param gdtmpl: Contains the data values for the specified Grid Definition 
1323   Template ( NN=gdsinfo[4] ).  Each element of this integer 
1324   array contains an entry (in the order specified) of Grid 
1325   Definition Template 3.NN 
1326   
1327   @param deflist: (Used if gdsinfo[2] != 0)  Sequence containing the 
1328   number of grid points contained in each row (or column) 
1329   of a non-regular grid. 
1330          """ 
1331          if deflist is not None: 
1332              dflist = np.array(deflist,'i') 
1333          else: 
1334              dflist = None 
1335          self.scanmodeflags = None 
1336          gdtnum = gdsinfo[4] 
1337          if gdtnum in [0,1,2,3,40,41,42,43,44,203,205,32768,32769]: 
1338              self.scanmodeflags = _dec2bin(gdtmpl[18])[0:4] 
1339          elif gdtnum == 10: # mercator 
1340              self.scanmodeflags = _dec2bin(gdtmpl[15])[0:4] 
1341          elif gdtnum == 20: # stereographic 
1342              self.scanmodeflags = _dec2bin(gdtmpl[17])[0:4] 
1343          elif gdtnum == 30: # lambert conformal 
1344              self.scanmodeflags = _dec2bin(gdtmpl[17])[0:4] 
1345          elif gdtnum == 31: # albers equal area. 
1346              self.scanmodeflags = _dec2bin(gdtmpl[17])[0:4] 
1347          elif gdtnum == 90: # near-sided vertical perspective satellite projection 
1348              self.scanmodeflags = _dec2bin(gdtmpl[16])[0:4] 
1349          elif gdtnum == 110: # azimuthal equidistant. 
1350              self.scanmodeflags = _dec2bin(gdtmpl[15])[0:4] 
1351          elif gdtnum == 120: 
1352              self.scanmodeflags = _dec2bin(gdtmpl[6])[0:4] 
1353          elif gdtnum == 204: # curvilinear orthogonal 
1354              self.scanmodeflags = _dec2bin(gdtmpl[18])[0:4] 
1355          elif gdtnum in [1000,1100]: 
1356              self.scanmodeflags = _dec2bin(gdtmpl[12])[0:4] 
1357          self.msg,msglen=g2clib.grib2_addgrid(self.msg,np.array(gdsinfo,'i'),np.array(gdtmpl,'i'),dflist) 

1358   

1359 -    def addfield(self,pdtnum,pdtmpl,drtnum,drtmpl,field,coordlist=None): 

1360          """ 
1361   Add a product definition section, data representation section, 
1362   bitmap section and data section to the GRIB2 message (sections 4-7). 
1363   Must be called after grid definition section is created with L{addgrid}. 
1364   
1365   @param pdtnum: Product Definition Template Number (see Code U{Table 
1366   4.0<http://www.nco.ncep.noaa.gov/pmb/docs/grib2/grib2_table4-0.shtml>}) 
1367   
1368   @param pdtmpl: Sequence with the data values for the specified Product Definition 
1369   Template (N=pdtnum).  Each element of this integer 
1370   array contains an entry (in the order specified) of Product 
1371   Definition Template 4.N 
1372   
1373   @param drtnum: Data Representation Template Number (see Code 
1374   U{Table 5.0 
1375   <http://www.nco.ncep.noaa.gov/pmb/docs/grib2/grib2_table5-0.shtml>}) 
1376   
1377   @param drtmpl: Sequence with the data values for the specified Data Representation 
1378   Template (N=drtnum).  Each element of this integer 
1379   array contains an entry (in the order specified) of Data 
1380   Representation Template 5.N 
1381   Note that some values in this template (eg. reference 
1382   values, number of bits, etc...) may be changed by the 
1383   data packing algorithms. 
1384   Use this to specify scaling factors and order of 
1385   spatial differencing, if desired. 
1386   
1387   @param field:  numpy array of data points to pack. 
1388   If field is a masked array, then a bitmap is created from 
1389   the mask. 
1390   
1391   @param coordlist: Sequence containing floating point values intended to document 
1392   the vertical discretization with model data 
1393   on hybrid coordinate vertical levels. Default None. 
1394          """ 
1395          if not hasattr(self,'scanmodeflags'): 
1396              raise ValueError('addgrid must be called before addfield') 
1397          # reorder array to be consistent with 
1398          # specified scan order. 
1399          if self.scanmodeflags is not None: 
1400              if self.scanmodeflags[0]: 
1401              # rows scan in the -x direction (so flip) 
1402                  fieldsave = field.astype('f') # casting makes a copy 
1403                  field[:,:] = fieldsave[:,::-1] 
1404              # columns scan in the -y direction (so flip) 
1405              if not self.scanmodeflags[1]: 
1406                  fieldsave = field.astype('f') # casting makes a copy 
1407                  field[:,:] = fieldsave[::-1,:] 
1408              # adjacent rows scan in opposite direction. 
1409              # (flip every other row) 
1410              if self.scanmodeflags[3]: 
1411                  fieldsave = field.astype('f') # casting makes a copy 
1412                  field[1::2,:] = fieldsave[1::2,::-1] 
1413          fld = field.astype('f') 
1414          if ma.isMA(field): 
1415              bmap = 1 - np.ravel(field.mask.astype('i')) 
1416              bitmapflag  = 0 
1417          else: 
1418              bitmapflag = 255 
1419              bmap = None 
1420          if coordlist is not None: 
1421              crdlist = np.array(coordlist,'f') 
1422          else: 
1423              crdlist = None 
1424          self.msg,msglen=g2clib.grib2_addfield(self.msg,pdtnum,np.array(pdtmpl,'i'),crdlist,drtnum,np.array(drtmpl,'i'),np.ravel(fld),bitmapflag,bmap) 

1425   

1426 -    def end(self): 

1427          """ 
1428   Add an end section (section 8) to the GRIB2 message. 
1429   A GRIB2 message is not complete without an end section. 
1430   Once an end section is added, the GRIB2 message can be 
1431   output to a file. 
1432          """ 
1433          self.msg,msglen=g2clib.grib2_end(self.msg) 

1434

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Module ncepgrib2 :: Class Grib2Encode

Class Grib2Encode

source code

Class for encoding data into a GRIB2 message.

  • Creating a class instance (__init__) initializes the message and adds sections 0 and 1 (the indicator and identification sections),
  • method addgrid adds a grid definition (section 3) to the messsage.
  • method addfield adds sections 4-7 to the message (the product definition, data representation, bitmap and data sections).
  • method end adds the end section (section 8) and terminates the message.

A GRIB Edition 2 message is a machine independent format for storing one or more gridded data fields. Each GRIB2 message consists of the following sections:

  • SECTION 0: Indicator Section - only one per message
  • SECTION 1: Identification Section - only one per message
  • SECTION 2: (Local Use Section) - optional
  • SECTION 3: Grid Definition Section
  • SECTION 4: Product Definition Section
  • SECTION 5: Data Representation Section
  • SECTION 6: Bit-map Section
  • SECTION 7: Data Section
  • SECTION 8: End Section

Sequences of GRIB sections 2 to 7, 3 to 7, or sections 4 to 7 may be repeated within a single GRIB message. All sections within such repeated sequences must be present and shall appear in the numerical order noted above. Unrepeated sections remain in effect until redefined.

Note: Writing section 2 (the 'local use section') is not yet supported.

Instance Methods
 
__init__(self, discipline, idsect)
create a Grib2Enecode class instance given the GRIB2 discipline parameter and the identification section (sections 0 and 1).		 source code
 
addfield(self, pdtnum, pdtmpl, drtnum, drtmpl, field, coordlist=None)
Add a product definition section, data representation section, bitmap section and data section to the GRIB2 message (sections 4-7).		 source code
 
addgrid(self, gdsinfo, gdtmpl, deflist=None)
Add a grid definition section (section 3) to the GRIB2 message.		 source code
 
end(self)
Add an end section (section 8) to the GRIB2 message.		 source code
Instance Variables
  msg
A binary string containing the GRIB2 message.
Method Details

__init__(self, discipline, idsect)
(Constructor)

source code 

create a Grib2Enecode class instance given the GRIB2 discipline parameter and the identification section (sections 0 and 1).

The GRIB2 message is stored as a binary string in instance variable msg.

addgrid, addfield and end class methods must be called to complete the GRIB2 message.

Parameters:
  • discipline - Discipline or GRIB Master Table Number (Code Table 0.0). (0 for meteorlogical, 1 for hydrological, 2 for land surface, 3 for space, 10 for oceanographic products).
  • idsect - Sequence containing identification section (section 1).
    • idsect[0]=Id of orginating centre (Common Code Table C-1)
    • idsect[1]=Id of orginating sub-centre (local table)
    • idsect[2]=GRIB Master Tables Version Number (Code Table 1.0)
    • idsect[3]=GRIB Local Tables Version Number (Code Table 1.1)
    • idsect[4]=Significance of Reference Time (Code Table 1.2)
    • idsect[5]=Reference Time - Year (4 digits)
    • idsect[6]=Reference Time - Month
    • idsect[7]=Reference Time - Day
    • idsect[8]=Reference Time - Hour
    • idsect[9]=Reference Time - Minute
    • idsect[10]=Reference Time - Second
    • idsect[11]=Production status of data (Code Table 1.3)
    • idsect[12]=Type of processed data (Code Table 1.4)

addfield(self, pdtnum, pdtmpl, drtnum, drtmpl, field, coordlist=None)

source code 

Add a product definition section, data representation section, bitmap section and data section to the GRIB2 message (sections 4-7). Must be called after grid definition section is created with addgrid.

Parameters:
  • pdtnum - Product Definition Template Number (see Code Table 4.0)
  • pdtmpl - Sequence with the data values for the specified Product Definition Template (N=pdtnum). Each element of this integer array contains an entry (in the order specified) of Product Definition Template 4.N
  • drtnum - Data Representation Template Number (see Code Table 5.0)
  • drtmpl - Sequence with the data values for the specified Data Representation Template (N=drtnum). Each element of this integer array contains an entry (in the order specified) of Data Representation Template 5.N Note that some values in this template (eg. reference values, number of bits, etc...) may be changed by the data packing algorithms. Use this to specify scaling factors and order of spatial differencing, if desired.
  • field - numpy array of data points to pack. If field is a masked array, then a bitmap is created from the mask.
  • coordlist - Sequence containing floating point values intended to document the vertical discretization with model data on hybrid coordinate vertical levels. Default None.

addgrid(self, gdsinfo, gdtmpl, deflist=None)

source code 

Add a grid definition section (section 3) to the GRIB2 message.

Parameters:
  • gdsinfo - Sequence containing information needed for the grid definition section.
    • gdsinfo[0] = Source of grid definition (see Code Table 3.0)
    • gdsinfo[1] = Number of grid points in the defined grid.
    • gdsinfo[2] = Number of octets needed for each additional grid points defn. Used to define number of points in each row for non-reg grids (=0 for regular grid).
    • gdsinfo[3] = Interp. of list for optional points defn (Code Table 3.11)
    • gdsinfo[4] = Grid Definition Template Number (Code Table 3.1)
  • gdtmpl - Contains the data values for the specified Grid Definition Template ( NN=gdsinfo[4] ). Each element of this integer array contains an entry (in the order specified) of Grid Definition Template 3.NN
  • deflist - (Used if gdsinfo[2] != 0) Sequence containing the number of grid points contained in each row (or column) of a non-regular grid.

end(self)

source code 

Add an end section (section 8) to the GRIB2 message. A GRIB2 message is not complete without an end section. Once an end section is added, the GRIB2 message can be output to a file.


Instance Variable Details

msg

A binary string containing the GRIB2 message. After the message has been terminated by calling the end method, this string can be written to a file.

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Module ncepgrib2 :: Class Grib2Message

Class Grib2Message

source code

Class for accessing data in a GRIB Edition 2 message.

The Grib2Decode function returns a list of these class instances, one for each grib message in the file.

When a class instance is created, metadata in the GRIB2 file is decoded and used to set various instance variables.

Instance Methods
 
__init__(self, **kwargs)
create a Grib2Decode class instance given a GRIB Edition 2 filename.		 source code
 
__repr__(self) source code
 
data(self, fill_value=9.96920996839e+36, masked_array=True, expand=True, order=None)
returns an unpacked data grid.		 source code
 
grid(self)
return lats,lons (in degrees) of grid.		 source code
 
latlons(self)
alias for grid		 source code
Instance Variables
  angle_of_pole_rotation
The angle of rotation in degrees about the new polar axis (measured clockwise when looking from the southern to the northern pole) of the coordinate system.
  bitmap_indicator_flag
flag to indicate whether a bit-map is used (0 for yes, 255 for no).
  center_wmo_code
4 character wmo code for originating center.
  data_representation_template
data representation template from section 5.
  data_representation_template_number
data representation template number from section 5 (Table 5.0)
  discipline_code
product discipline code for grib message (Table 0.0).
  earthRmajor
major (equatorial) earth radius.
  earthRminor
minor (polar) earth radius.
  grid_definition_info
grid definition section information from section 3.
  grid_definition_template
grid definition template from section 3.
  grid_definition_template_number
grid definition template number from section 3 (Table 3.1).
  gridlength_in_x_direction
x (or longitudinal) direction grid length.
  gridlength_in_y_direction
y (or latitudinal) direction grid length.
  has_local_use_section
True if grib message contains a local use section.
  identification_section
data from identification section (section 1).
  latitude_first_gridpoint
latitude of first grid point on grid.
  latitude_last_gridpoint
latitude of last grid point on grid.
  latitude_of_southern_pole
the geographic latitude in degrees of the southern pole of the coordinate system (for rotated lat/lon or gaussian grids).
  longitude_first_gridpoint
longitude of first grid point on grid.
  longitude_last_gridpoint
longitude of last grid point on grid.
  longitude_of_southern_pole
the geographic longitude in degrees of the southern pole of the coordinate system (for rotated lat/lon or gaussian grids).
  missing_value
primary missing value (for data_representation_template_numbers 2 and 3).
  missing_value2
secondary missing value (for data_representation_template_numbers 2 and 3).
  number_of_data_points_to_unpack
total number of data points in grib message.
  originating_center
name of national/international originating center.
  points_in_x_direction
number of points in the x (longitudinal) direction.
  points_in_y_direction
number of points in the y (latitudinal) direction.
  product_definition_template
product definition template from section 4.
  product_definition_template_number
product definition template number from section 4 (Table 4.0).
  proj4_
instance variables with this prefix are used to set the map projection parameters for PROJ.4.
  scanmodeflags
scanning mode flags from Table 3.4 (Table 3.4).
  shape_of_earth
string describing the shape of the earth (e.g.
  spectral_truncation_parameters
pentagonal truncation parameters that describe the spherical harmonic truncation (only relevant for grid_definition_template_numbers 50-52).
Properties
  values
returns an unpacked data grid.
Method Details

__init__(self, **kwargs)
(Constructor)

source code 

create a Grib2Decode class instance given a GRIB Edition 2 filename.

(used by Grib2Decode function - not directly called by user)

data(self, fill_value=9.96920996839e+36, masked_array=True, expand=True, order=None)

source code 

returns an unpacked data grid. Can also be accomplished with values property.

Parameters:
  • fill_value - missing or masked data is filled with this value (default 9.9692099683868690e+36).
  • masked_array - if True, return masked array if there is bitmap for missing or masked data (default True).
  • expand - if True (default), ECMWF 'reduced' gaussian grids are expanded to regular gaussian grids.
  • order - if 1, linear interpolation is used for expanding reduced gaussian grids. if 0, nearest neighbor interpolation is used. Default is 0 if grid has missing or bitmapped values, 1 otherwise.
Returns:
data, a float32 numpy regular or masked array with shape (nlats,lons) containing the requested grid.

grid(self)

source code 

return lats,lons (in degrees) of grid. currently can handle reg. lat/lon, global gaussian, mercator, stereographic, lambert conformal, albers equal-area, space-view and azimuthal equidistant grids. latlons method does the same thing.

Returns:
lats,lons, float32 numpy arrays containing latitudes and longitudes of grid (in degrees).

Instance Variable Details

angle_of_pole_rotation

The angle of rotation in degrees about the new polar axis (measured clockwise when looking from the southern to the northern pole) of the coordinate system. For rotated lat/lon or gaussian grids.

grid_definition_info

grid definition section information from section 3. See Grib2Encode.addgrid for details.

has_local_use_section

True if grib message contains a local use section. If True the actual local use section is contained in the _local_use_section instance variable, as a raw byte string.

identification_section

data from identification section (section 1). See Grib2Encode.__init__ for details.

scanmodeflags

scanning mode flags from Table 3.4 (Table 3.4).
  • bit 1:

    0 - Points in the first row or column scan in the +i (+x) direction

    1 - Points in the first row or column scan in the -i (-x) direction

  • bit 2:

    0 - Points in the first row or column scan in the -j (-y) direction

    1 - Points in the first row or column scan in the +j (+y) direction

  • bit 3:

    0 - Adjacent points in the i (x) direction are consecutive (row-major order).

    1 - Adjacent points in the j (y) direction are consecutive (column-major order).

  • bit 4:

    0 - All rows scan in the same direction

    1 - Adjacent rows scan in the opposite direction

shape_of_earth

string describing the shape of the earth (e.g. 'Oblate Spheroid', 'Spheroid').

spectral_truncation_parameters

pentagonal truncation parameters that describe the spherical harmonic truncation (only relevant for grid_definition_template_numbers 50-52). For triangular truncation, all three of these numbers are the same.

Property Details

values

returns an unpacked data grid. Can also be accomplished with values property.

Get Method:
data(self, fill_value=9.96920996839e+36, masked_array=True, expand=True, order=None) - returns an unpacked data grid.

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pygrib-1.9.8/ports/000077500000000000000000000000001224541055300141755ustar00rootroot00000000000000pygrib-1.9.8/ports/README000066400000000000000000000010551224541055300150560ustar00rootroot00000000000000* copy this directory to your home directory. (cd ..; tar -cvf $HOME/ports.tar ports; cd $HOME; tar -xvf ports.tar; rm ports.tar) * sudo vi /opt/local/etc/macports/sources.conf, add the line file:///Users//ports just *before* the line rsync://rsync.macports.org/release/ports [default] * cd /Users//ports; sudo portindex * sudo port install py-pygrib This will install pygrib from svn HEAD. To periodically upgrade, just do - sudo port uninstall py-pygrib - sudo port install py-pygrib (this will re-download and rebuild) pygrib-1.9.8/ports/python/000077500000000000000000000000001224541055300155165ustar00rootroot00000000000000pygrib-1.9.8/ports/python/py-pygrib/000077500000000000000000000000001224541055300174405ustar00rootroot00000000000000pygrib-1.9.8/ports/python/py-pygrib/Portfile000066400000000000000000000016621224541055300211540ustar00rootroot00000000000000# -*- coding: utf-8; mode: tcl; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -*- vim:fenc=utf-8:ft=tcl:et:sw=4:ts=4:sts=4 # $Id$ PortSystem 1.0 PortGroup python 1.0 name py-pygrib version svnhead categories-append science platforms darwin maintainers openmaintainer description Python interface to the Grib API library. long_description ${description} homepage http://code.google.com/p/pygrib/ master_sites http://pygrib.googlecode.com/files/ license MIT distname trunk fetch.type svn svn.url http://pygrib.googlecode.com/svn/${distname} depends_lib-append port:py${python.version}-pyproj port:py${python.version}-numpy port:grib_api python.default_version 27 python.versions 26 27 build.env-append GRIBAPI_DIR=${prefix} PNG_DIR=${prefix} JASPER_DIR=${prefix} OPENJPEG_DIR=${prefix} pygrib-1.9.8/pygrib.c000066400000000000000000061565211224541055300145060ustar00rootroot00000000000000/* Generated by Cython 0.19.1 on Tue Nov 26 10:56:29 2013 */ #define PY_SSIZE_T_CLEAN #ifndef CYTHON_USE_PYLONG_INTERNALS #ifdef PYLONG_BITS_IN_DIGIT #define CYTHON_USE_PYLONG_INTERNALS 0 #else #include "pyconfig.h" #ifdef PYLONG_BITS_IN_DIGIT #define CYTHON_USE_PYLONG_INTERNALS 1 #else #define CYTHON_USE_PYLONG_INTERNALS 0 #endif #endif #endif #include "Python.h" #ifndef Py_PYTHON_H #error Python headers needed to compile C extensions, please install development version of Python. #elif PY_VERSION_HEX < 0x02040000 #error Cython requires Python 2.4+. #else #include /* For offsetof */ #ifndef offsetof #define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) #endif #if !defined(WIN32) && !defined(MS_WINDOWS) #ifndef __stdcall #define __stdcall #endif #ifndef __cdecl #define __cdecl #endif #ifndef __fastcall #define __fastcall #endif #endif #ifndef DL_IMPORT #define DL_IMPORT(t) t #endif #ifndef DL_EXPORT #define DL_EXPORT(t) t #endif #ifndef PY_LONG_LONG #define PY_LONG_LONG LONG_LONG #endif #ifndef Py_HUGE_VAL #define Py_HUGE_VAL HUGE_VAL #endif #ifdef PYPY_VERSION #define CYTHON_COMPILING_IN_PYPY 1 #define CYTHON_COMPILING_IN_CPYTHON 0 #else #define CYTHON_COMPILING_IN_PYPY 0 #define CYTHON_COMPILING_IN_CPYTHON 1 #endif #if PY_VERSION_HEX < 0x02050000 typedef int Py_ssize_t; #define PY_SSIZE_T_MAX INT_MAX #define PY_SSIZE_T_MIN INT_MIN #define PY_FORMAT_SIZE_T "" #define CYTHON_FORMAT_SSIZE_T "" #define PyInt_FromSsize_t(z) PyInt_FromLong(z) #define PyInt_AsSsize_t(o) __Pyx_PyInt_AsInt(o) #define PyNumber_Index(o) ((PyNumber_Check(o) && !PyFloat_Check(o)) ? 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The sign is irrelevant, an exponent with all bits 1 and a nonzero mantissa means NaN. If the first bit in the mantissa is 1, it is a quiet NaN. */ float value; memset(&value, 0xFF, sizeof(value)); return value; } #endif #if PY_MAJOR_VERSION >= 3 #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) #else #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) #endif #ifndef __PYX_EXTERN_C #ifdef __cplusplus #define __PYX_EXTERN_C extern "C" #else #define __PYX_EXTERN_C extern #endif #endif #if defined(WIN32) || defined(MS_WINDOWS) #define _USE_MATH_DEFINES #endif #include #define __PYX_HAVE__pygrib #define __PYX_HAVE_API__pygrib #include "stdlib.h" #include "stdio.h" #include "numpy/arrayobject.h" #include "grib_api.h" #ifdef _OPENMP #include #endif /* _OPENMP */ #ifdef PYREX_WITHOUT_ASSERTIONS #define CYTHON_WITHOUT_ASSERTIONS #endif #ifndef CYTHON_UNUSED # if defined(__GNUC__) # if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) # define CYTHON_UNUSED __attribute__ ((__unused__)) # else # define CYTHON_UNUSED # endif # elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) # define CYTHON_UNUSED __attribute__ ((__unused__)) # else # define CYTHON_UNUSED # endif #endif typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding; const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; /*proto*/ #define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 #define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0 #define __PYX_DEFAULT_STRING_ENCODING "" #define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString #define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*); static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length); #define __Pyx_PyBytes_FromString PyBytes_FromString #define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char*); #if PY_MAJOR_VERSION < 3 #define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize #else #define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize #endif #define __Pyx_PyObject_AsUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) #define __Pyx_PyObject_FromUString(s) __Pyx_PyObject_FromString((char*)s) #define __Pyx_PyBytes_FromUString(s) __Pyx_PyBytes_FromString((char*)s) #define __Pyx_PyStr_FromUString(s) __Pyx_PyStr_FromString((char*)s) #define __Pyx_PyUnicode_FromUString(s) __Pyx_PyUnicode_FromString((char*)s) #if PY_MAJOR_VERSION < 3 static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) { const Py_UNICODE *u_end = u; while (*u_end++) ; return u_end - u - 1; } #else #define __Pyx_Py_UNICODE_strlen Py_UNICODE_strlen #endif #define __Pyx_PyUnicode_FromUnicode(u) PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u)) #define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode #define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode #define __Pyx_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None) #define __Pyx_PyBool_FromLong(b) ((b) ? 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/* proto */ #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { PyListObject* L = (PyListObject*) list; Py_ssize_t len = Py_SIZE(list); if (likely(L->allocated > len)) { Py_INCREF(x); PyList_SET_ITEM(list, len, x); Py_SIZE(list) = len+1; return 0; } return PyList_Append(list, x); } #else #define __Pyx_ListComp_Append(L,x) PyList_Append(L,x) #endif static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/ #define __Pyx_PyIter_Next(obj) __Pyx_PyIter_Next2(obj, NULL) static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject *, PyObject *); /*proto*/ static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname); #if CYTHON_COMPILING_IN_CPYTHON static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { PyListObject* L = (PyListObject*) list; Py_ssize_t len = Py_SIZE(list); 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PyFloat_AS_DOUBLE(obj) : \ likely(PyInt_CheckExact(obj)) ? \ PyFloat_AsDouble(obj) : __Pyx__PyObject_AsDouble(obj)) #else #define __Pyx_PyObject_AsDouble(obj) \ ((likely(PyFloat_CheckExact(obj))) ? \ PyFloat_AS_DOUBLE(obj) : __Pyx__PyObject_AsDouble(obj)) #endif #define __Pyx_GetItemInt(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ (((size) <= sizeof(Py_ssize_t)) ? \ __Pyx_GetItemInt_Fast(o, i, is_list, wraparound, boundscheck) : \ __Pyx_GetItemInt_Generic(o, to_py_func(i))) #define __Pyx_GetItemInt_List(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ (((size) <= sizeof(Py_ssize_t)) ? \ __Pyx_GetItemInt_List_Fast(o, i, wraparound, boundscheck) : \ __Pyx_GetItemInt_Generic(o, to_py_func(i))) static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, int wraparound, int boundscheck); #define __Pyx_GetItemInt_Tuple(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ (((size) <= sizeof(Py_ssize_t)) ? \ __Pyx_GetItemInt_Tuple_Fast(o, i, wraparound, boundscheck) : \ __Pyx_GetItemInt_Generic(o, to_py_func(i))) static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, int wraparound, int boundscheck); static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j); static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, int wraparound, int boundscheck); static CYTHON_INLINE PyObject* __Pyx_decode_c_string( const char* cstring, Py_ssize_t start, Py_ssize_t stop, const char* encoding, const char* errors, PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)); #include static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name); /*proto*/ #if PY_MAJOR_VERSION >= 3 static CYTHON_INLINE PyObject* __Pyx_PyDict_Items(PyObject* d); /*proto*/ #else #define __Pyx_PyDict_Items(d) PyDict_Items(d) #endif #define __Pyx_SetItemInt(o, i, v, size, to_py_func, is_list, wraparound, boundscheck) \ (((size) <= sizeof(Py_ssize_t)) ? \ __Pyx_SetItemInt_Fast(o, i, v, is_list, wraparound, boundscheck) : \ __Pyx_SetItemInt_Generic(o, to_py_func(i), v)) static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v); static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, int is_list, int wraparound, int boundscheck); static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); /*proto*/ static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *); static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *); static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject *); static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject *); static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject *); static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject *); static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject *); static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject *); static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject *); static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject *); static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject *); static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject *); static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject *); static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject *); static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *); static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *); static int __Pyx_check_binary_version(void); #if !defined(__Pyx_PyIdentifier_FromString) #if PY_MAJOR_VERSION < 3 #define __Pyx_PyIdentifier_FromString(s) PyString_FromString(s) #else #define __Pyx_PyIdentifier_FromString(s) PyUnicode_FromString(s) #endif #endif static PyObject *__Pyx_ImportModule(const char *name); /*proto*/ static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict); /*proto*/ typedef struct { int code_line; PyCodeObject* code_object; } __Pyx_CodeObjectCacheEntry; struct __Pyx_CodeObjectCache { int count; int max_count; __Pyx_CodeObjectCacheEntry* entries; }; static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL}; static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line); static PyCodeObject *__pyx_find_code_object(int code_line); static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object); static void __Pyx_AddTraceback(const char *funcname, int c_line, int py_line, const char *filename); /*proto*/ static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ /* Module declarations from 'numpy' */ /* Module declarations from 'pygrib' */ static PyTypeObject *__pyx_ptype_6pygrib_ndarray = 0; static PyTypeObject *__pyx_ptype_6pygrib_gribmessage = 0; static PyTypeObject *__pyx_ptype_6pygrib_open = 0; static PyTypeObject *__pyx_ptype_6pygrib_index = 0; static PyObject *__pyx_f_6pygrib__create_gribmessage(grib_handle *, PyObject *); /*proto*/ static PyObject *__pyx_f_6pygrib__strencode(PyObject *, struct __pyx_opt_args_6pygrib__strencode *__pyx_optional_args); /*proto*/ #define __Pyx_MODULE_NAME "pygrib" int __pyx_module_is_main_pygrib = 0; /* Implementation of 'pygrib' */ static PyObject *__pyx_builtin_ImportError; static PyObject *__pyx_builtin_ValueError; static PyObject *__pyx_builtin_IOError; static PyObject *__pyx_builtin_StopIteration; static PyObject *__pyx_builtin_RuntimeError; static PyObject *__pyx_builtin_xrange; static PyObject *__pyx_builtin_KeyError; static PyObject *__pyx_builtin_range; static PyObject *__pyx_builtin_TypeError; static PyObject *__pyx_builtin_AttributeError; static PyObject *__pyx_builtin_IndexError; static PyObject *__pyx_lambda_funcdef_lambda1(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_v, PyObject *__pyx_v_d); /* proto */ static PyObject *__pyx_pf_6pygrib__get_grib_api_version(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ static PyObject *__pyx_pf_6pygrib_2tolerate_badgrib_on(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ static PyObject *__pyx_pf_6pygrib_4tolerate_badgrib_off(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ static PyObject *__pyx_pf_6pygrib_6gaulats(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_nlats); /* proto */ static PyObject *__pyx_pf_6pygrib_8multi_support_on(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ static PyObject *__pyx_pf_6pygrib_10multi_support_off(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ static int __pyx_pf_6pygrib_4open___cinit__(struct __pyx_obj_6pygrib_open *__pyx_v_self, PyObject *__pyx_v_filename); /* proto */ static int __pyx_pf_6pygrib_4open_2__init__(struct __pyx_obj_6pygrib_open *__pyx_v_self, PyObject *__pyx_v_filename); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_4__iter__(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_6__next__(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_8__getitem__(struct __pyx_obj_6pygrib_open *__pyx_v_self, PyObject *__pyx_v_key); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_10__call__(struct __pyx_obj_6pygrib_open *__pyx_v_self, PyObject *__pyx_v_kwargs); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_12__enter__(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_14__exit__(struct __pyx_obj_6pygrib_open *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_atype, CYTHON_UNUSED PyObject *__pyx_v_value, CYTHON_UNUSED PyObject *__pyx_v_traceback); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_16tell(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_18seek(struct __pyx_obj_6pygrib_open *__pyx_v_self, PyObject *__pyx_v_msg, PyObject *__pyx_v_from_what); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_20readline(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_22read(struct __pyx_obj_6pygrib_open *__pyx_v_self, PyObject *__pyx_v_msgs); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_24close(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static void __pyx_pf_6pygrib_4open_26__dealloc__(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_28rewind(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_30message(struct __pyx_obj_6pygrib_open *__pyx_v_self, PyObject *__pyx_v_N); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_32select(struct __pyx_obj_6pygrib_open *__pyx_v_self, PyObject *__pyx_v_kwargs); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_34_advance(struct __pyx_obj_6pygrib_open *__pyx_v_self, PyObject *__pyx_v_nmsgs, PyObject *__pyx_v_return_msgs); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_4name___get__(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_4open_4name_2__set__(struct __pyx_obj_6pygrib_open *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_6pygrib_4open_4name_4__del__(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_13messagenumber___get__(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_4open_13messagenumber_2__set__(struct __pyx_obj_6pygrib_open *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_6pygrib_4open_13messagenumber_4__del__(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_8messages___get__(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_4open_8messages_2__set__(struct __pyx_obj_6pygrib_open *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_6pygrib_4open_8messages_4__del__(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_6closed___get__(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_4open_6closed_2__set__(struct __pyx_obj_6pygrib_open *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_6pygrib_4open_6closed_4__del__(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_4open_20has_multi_field_msgs___get__(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_4open_20has_multi_field_msgs_2__set__(struct __pyx_obj_6pygrib_open *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_6pygrib_4open_20has_multi_field_msgs_4__del__(struct __pyx_obj_6pygrib_open *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_12julian_to_datetime(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_jd); /* proto */ static PyObject *__pyx_pf_6pygrib_14datetime_to_julian(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_d); /* proto */ static PyObject *__pyx_pf_6pygrib_16fromstring(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_gribstring); /* proto */ static PyObject *__pyx_pf_6pygrib_18setdates(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_6pygrib_gribmessage *__pyx_v_grb); /* proto */ static PyObject *__pyx_pf_6pygrib_20reload(CYTHON_UNUSED PyObject *__pyx_self, struct __pyx_obj_6pygrib_gribmessage *__pyx_v_grb); /* proto */ static int __pyx_pf_6pygrib_11gribmessage___init__(CYTHON_UNUSED struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static void __pyx_pf_6pygrib_11gribmessage_2__dealloc__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_4__getattr__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_item); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_6__setattr__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_name, PyObject *__pyx_v_value); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_8__repr__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_10_get_key(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_key, PyObject *__pyx_v_default); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_12expand_grid(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_expand_reduced); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_14is_missing(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_key); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_16keys(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_18_read_only_keys(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_20data(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_lat1, PyObject *__pyx_v_lat2, PyObject *__pyx_v_lon1, PyObject *__pyx_v_lon2); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_22__setitem__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_key, PyObject *__pyx_v_value); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_24__getitem__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_key); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_26has_key(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_key); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_28valid_key(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_key); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_30tostring(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_32_unshape_mask(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_datarr); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_34_reshape_mask(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_datarr); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_36_set_projparams(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_38latlons(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_13messagenumber___get__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_13messagenumber_2__set__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_13messagenumber_4__del__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_10projparams___get__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_10projparams_2__set__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_10projparams_4__del__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_9validDate___get__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_9validDate_2__set__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_9validDate_4__del__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_8analDate___get__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_8analDate_2__set__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_8analDate_4__del__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_14expand_reduced___get__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_14expand_reduced_2__set__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_14expand_reduced_4__del__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_8_ro_keys___get__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_8_ro_keys_2__set__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_8_ro_keys_4__del__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_9_all_keys___get__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_9_all_keys_2__set__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_9_all_keys_4__del__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_11gribmessage_12fcstimeunits___get__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_12fcstimeunits_2__set__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_6pygrib_11gribmessage_12fcstimeunits_4__del__(struct __pyx_obj_6pygrib_gribmessage *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_5index___cinit__(struct __pyx_obj_6pygrib_index *__pyx_v_self, PyObject *__pyx_v_filename, PyObject *__pyx_v_args); /* proto */ static int __pyx_pf_6pygrib_5index_2__init__(struct __pyx_obj_6pygrib_index *__pyx_v_self, PyObject *__pyx_v_filename, PyObject *__pyx_v_args); /* proto */ static PyObject *__pyx_pf_6pygrib_5index_4__call__(struct __pyx_obj_6pygrib_index *__pyx_v_self, PyObject *__pyx_v_kwargs); /* proto */ static PyObject *__pyx_pf_6pygrib_5index_6select(struct __pyx_obj_6pygrib_index *__pyx_v_self, PyObject *__pyx_v_kwargs); /* proto */ static PyObject *__pyx_pf_6pygrib_5index_8write(struct __pyx_obj_6pygrib_index *__pyx_v_self, PyObject *__pyx_v_filename); /* proto */ static PyObject *__pyx_pf_6pygrib_5index_10close(struct __pyx_obj_6pygrib_index *__pyx_v_self); /* proto */ static void __pyx_pf_6pygrib_5index_12__dealloc__(struct __pyx_obj_6pygrib_index *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_5index_4keys___get__(struct __pyx_obj_6pygrib_index *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_5index_4keys_2__set__(struct __pyx_obj_6pygrib_index *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_6pygrib_5index_4keys_4__del__(struct __pyx_obj_6pygrib_index *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_5index_5types___get__(struct __pyx_obj_6pygrib_index *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_5index_5types_2__set__(struct __pyx_obj_6pygrib_index *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_6pygrib_5index_5types_4__del__(struct __pyx_obj_6pygrib_index *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_5index_4name___get__(struct __pyx_obj_6pygrib_index *__pyx_v_self); /* proto */ static int __pyx_pf_6pygrib_5index_4name_2__set__(struct __pyx_obj_6pygrib_index *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ static int __pyx_pf_6pygrib_5index_4name_4__del__(struct __pyx_obj_6pygrib_index *__pyx_v_self); /* proto */ static PyObject *__pyx_pf_6pygrib_22_is_stringlike(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_a); /* proto */ static PyObject *__pyx_pf_6pygrib_24_is_container(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_a); /* proto */ static PyObject *__pyx_pf_6pygrib_26_find(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_grb, PyObject *__pyx_v_kwargs); /* proto */ static PyObject *__pyx_tp_new_6pygrib_gribmessage(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ static PyObject *__pyx_tp_new_6pygrib_open(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ static PyObject *__pyx_tp_new_6pygrib_index(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ static char __pyx_k_1[] = "_get_grib_api_version.."; static char __pyx_k_2[] = "%d.%d.%d"; static char __pyx_k_3[] = "nlats must be even"; static char __pyx_k_5[] = "could not open %s"; static char __pyx_k_6[] = "key must be an integer message number or a slice"; static char __pyx_k_8[] = "from_what keyword arg to seek must be 0,1 or 2"; static char __pyx_k_10[] = "grb message numbers start at 1"; static char __pyx_k_12[] = "no matches found"; static char __pyx_k_15[] = "nmsgs must be >= 0 in _advance"; static char __pyx_k_17[] = "not that many messages in file"; static char __pyx_k_19[] = ""; static char __pyx_k_20[] = "indicatorOfUnitOfTimeRange"; static char __pyx_k_24[] = "-"; static char __pyx_k_27[] = "3 hr periods"; static char __pyx_k_28[] = "6 hr periods"; static char __pyx_k_29[] = "12 hr periods"; static char __pyx_k_30[] = "This class cannot be instantiated from Python"; static char __pyx_k_33[] = ":"; static char __pyx_k_38[] = " ("; static char __pyx_k_39[] = ")"; static char __pyx_k_46[] = "unitsOfFirstFixedSurface"; static char __pyx_k_48[] = "typeOfFirstFixedSurface"; static char __pyx_k_50[] = "scaledValueOfFirstFixedSurface"; static char __pyx_k_52[] = "scaleFactorOfFirstFixedSurface"; static char __pyx_k_54[] = "typeOfSecondFixedSurface"; static char __pyx_k_56[] = "scaledValueOfSecondFixedSurface"; static char __pyx_k_58[] = "scaleFactorOfSecondFixedSurface"; static char __pyx_k_60[] = ":level %s"; static char __pyx_k_61[] = ":levels %s-%s"; static char __pyx_k_62[] = " %s"; static char __pyx_k_66[] = ":fcst time %s %s (%s)"; static char __pyx_k_67[] = ":fcst time %s %s"; static char __pyx_k_71[] = ":from "; static char __pyx_k_72[] = "%04i"; static char __pyx_k_74[] = "typeOfEnsembleForecast"; static char __pyx_k_76[] = ":lo res cntl fcst"; static char __pyx_k_77[] = ":hi res cntl fcst"; static char __pyx_k_78[] = ":neg ens pert %d"; static char __pyx_k_79[] = ":pos ens pert %d"; static char __pyx_k_81[] = ":ens mean"; static char __pyx_k_82[] = ":weighted ens mean"; static char __pyx_k_83[] = ":ens std dev"; static char __pyx_k_84[] = ":normalized ens std dev"; static char __pyx_k_85[] = ":ens spread"; static char __pyx_k_86[] = ":ens large anomaly index"; static char __pyx_k_87[] = ":ens mean of cluster"; static char __pyx_k_89[] = "scaledValueOfLowerLimit"; static char __pyx_k_91[] = "scaleFactorOfLowerLimit"; static char __pyx_k_93[] = "scaledValueOfUpperLimit"; static char __pyx_k_95[] = "scaleFactorOfUpperLimit"; static char __pyx_k_97[] = " (%s-%s)"; static char __pyx_k_98[] = " (> %s)"; static char __pyx_k_99[] = " (< %s)"; static char __pyx_k__C[] = "C"; static char __pyx_k__F[] = "F"; static char __pyx_k__a[] = "a"; static char __pyx_k__b[] = "b"; static char __pyx_k__d[] = "d"; static char __pyx_k__h[] = "h"; static char __pyx_k__k[] = "k"; static char __pyx_k__l[] = "l"; static char __pyx_k__s[] = "s"; static char __pyx_k__v[] = "v"; static char __pyx_k_104[] = "key \"%s\" is read only"; static char __pyx_k_105[] = "can only modify existing grib keys (key \"%s\" not found)"; static char __pyx_k_106[] = "unrecognized grib type % d"; static char __pyx_k_108[] = "jPointsAreConsecutive"; static char __pyx_k_112[] = "array must be 1d or 2d"; static char __pyx_k_115[] = "reduced grid data array must be 1d"; static char __pyx_k_117[] = "alternativeRowScanning"; static char __pyx_k_139[] = "scaleFactorOfMajorAxisOfOblateSpheroidEarth"; static char __pyx_k_141[] = "scaleFactorOfMinorAxisOfOblateSpheroidEarth"; static char __pyx_k_142[] = "scaledValueOfMajorAxisOfOblateSpheroidEarth"; static char __pyx_k_143[] = "scaledValueOfMinorAxisOfOblateSpheroidEarth"; static char __pyx_k_144[] = "scaledValueOfEarthMajorAxis"; static char __pyx_k_145[] = "scaledValueOfEarthMinorAxis"; static char __pyx_k_146[] = "scaleFactorOfRadiusOfSphericalEarth"; static char __pyx_k_148[] = "scaledValueOfRadiusOfSphericalEarth"; static char __pyx_k_149[] = "unknown shape of the earth flag"; static char __pyx_k_151[] = "latitudeWhereDxAndDyAreSpecifiedInDegrees"; static char __pyx_k_152[] = "projectionCentreFlag"; static char __pyx_k_154[] = "projectionCenterFlag"; static char __pyx_k_156[] = "cannot find projection center flag"; static char __pyx_k_158[] = "orientationOfTheGridInDegrees"; static char __pyx_k_159[] = "longitudeOfSubSatellitePointInDegrees"; static char __pyx_k_160[] = "latitudeOfSubSatellitePointInDegrees"; static char __pyx_k_161[] = "equatorial_azimuthal_equidistant"; static char __pyx_k_162[] = "lambert_azimuthal_equal_area"; static char __pyx_k_163[] = "longitudeOfFirstGridPoint"; static char __pyx_k_164[] = "longitudeOfLastGridPoint"; static char __pyx_k_165[] = "angleOfRotationInDegrees"; static char __pyx_k_166[] = "latitudeOfSouthernPoleInDegrees"; static char __pyx_k_167[] = "longitudeOfSouthernPoleInDegrees"; static char __pyx_k_168[] = "unsupported grid %s"; static char __pyx_k_169[] = "longitudeOfFirstGridPointInDegrees"; static char __pyx_k_170[] = "longitudeOfLastGridPointInDegrees"; static char __pyx_k_171[] = "latitudeOfFirstGridPointInDegrees"; static char __pyx_k_172[] = "latitudeOfLastGridPointInDegrees"; static char __pyx_k_176[] = "xDirectionGridLengthInMetres"; static char __pyx_k_177[] = "yDirectionGridLengthInMetres"; static char __pyx_k_178[] = "unsupported grid - earth not a perfect sphere"; static char __pyx_k_180[] = "latitudeOfFirstGridPoint"; static char __pyx_k_181[] = "latitudeOfLastGridPoint"; static char __pyx_k_182[] = ","; static char __pyx_k_183[] = "\nfile %s has multi-field messages, keys inside multi-field\nmessages will not be indexed correctly"; static char __pyx_k_186[] = "key not part of grib index"; static char __pyx_k_188[] = "value must be float, int or string"; static char __pyx_k_192[] = "\nIntroduction\n============\n\nPython module for reading and writing GRIB (editions 1 and 2) files.\nGRIB is the World Meterological Organization\nU{standard} \nfor distributing gridded data. \nThe module is a python interface to the\nU{GRIB API} C library\nfrom the European Centre for Medium-Range Weather Forecasts\n(U{ECMWF}).\n\nRequired\n========\n\n- U{Python} 2.4 or higher.\n- U{numpy}\n N-dimensional array object for python. Version 1.2.1 or higher (version\n 1.5.1 required for Python 3).\n- U{pyproj} Python interface to \n U{PROJ.4} library for cartographic\n transformations B{or} U{matplotlib} and\n the U{basemap} toolkit.\n Pyproj 1.8.9 is required for Python 3.\n- U{GRIB API} C library\n for encoding and decoding GRIB messages (edition 1 and edition 2).\n Version 1.8.0 or higher required.\n To be fully functional, the GRIB API library requires\n U{Jasper} or \n U{OpenJPEG} for JPEG200 encoding,\n and U{PNG} for PNG encoding.\n\nThese dependencies are available via the package management system of most\nLinux distributions, and on MacOS X using U{macports}. \nIf you build grib_api yourself as a static library on a 64-bit system\nyou may need to set C{CFLAGS} to C{'-O2 -fPIC'} before running the C{configure}\nscript. To use pygrib on Windows, you must use the\nU{Cygwin} environment, since the grib_api library requires a \nposix environment. Cygwin installation instructions are available\nU{here}.\n\nInstallation\n============\n\n - U{Download} the source code. \n - pygrib installation options can either be set with environment variables,\n or specified in a text file (setup.cfg). To use environment variables,\n set C{$GRIBAPI_DIR}, C{$JASPER_DIR}, C{$OPENJPEG_DIR},\n C{$PNG_DIR} and C{$ZLIB_DIR} so that the include files and libraries for\n GRIB API, Jasper, OpenJPEG, PNG and zlib will be found. \n For example, the include files for \n jasper should be found in C{$JASPER_DIR/include} or\n C{$JASPER_DIR/include/jasper}, and the jasper\n library should be found in C{$JASPER_DIR/lib} or C{$JASPER_DIR/lib64}. If any of\n those environment variables are not set, then it is assumed that GRIB API was\n not built with support for that library.\n If the libraries and\n include files are installed in separate locations, the environment variables\n C{$GRIBAPI_INCDIR} and C{$GRIBAPI_LIBDIR} can be used to define the locations\n separately (same goes for C{JASPER}, C{OPENJPEG}, C{PNG} and C{ZLIB}).\n To use setup.cfg, copy setup.cfg.template to setup.cfg, open setup.cfg in a \n text editor and follow the instructions in the comments for editing.\n - Run 'python setup.py build' and then 'python setup.py install', as root if necessary.\n Note that if you are using environment variables to specify the build options,\n you cannot build and install in one step with 'sudo python setup.py install',\n since sudo does not pass environment variables. Instead, run 'python setup.py\n build' first as a regular user, then run 'sudo python setup.py install' if the\n install directory requires admin or root privileges.\n - Run 'python test.py' to test your installation.\n - Look at examples in C{test} directory (most require \n U{matplotlib} and\n U{basemap}).\n - If you're on MacOS X, see\n U{README.macosx}\n for special instruction on how to install pygrib and all it's\n dependencies using U{macports}.\n\n\nExample usage\n=============\n\n - from the python interpreter prompt, import the package::\n >>> import pygrib\n - open a GRIB file, create a grib message iterator::\n >>> grbs = pygrib.open('sampledata/flux.grb') \n - pygrib open instances behave like regular python file objects, with\n C{seek}, C{tell}, C{read}, C{readline} and C{close} methods, except that offsets\n are measured in grib messages instead of bytes::\n >>> grbs.seek(2)\n >>> grbs.tell()\n 2\n >>> grb = grbs.read(1)[0] # read returns a list with the next N (N=1 in this case) messages.\n >>> grb # printing a grib message object displays summary info\n 3:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200\n >>> grbs.tell()\n 3\n - print an inventory of the file::\n >>> grbs.seek(0)\n >>> for grb in grbs:\n >>> grb \n 1:Precipitation rate:kg m**-2 s**-1 (avg):regular_gg:surface:level 0:fcst time 108-120 hrs (avg):from 200402291200\n 2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200\n 3:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200\n 4:Minimum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200\n - find the first grib message with a matching name::\n >>> grb = grbs.select(name='Maximum temperature')[0]\n - extract the data values using the 'values' key\n (grb.keys() will return a list of the available keys)::\n # The data is returned as a numpy array, or if missing values or a bitmap\n # are present, a numpy masked array. Reduced lat/lon or gaussian grid\n # data is automatically expanded to a regular grid. Details of the internal\n # representation of t""he grib data (such as the scanning mode) are handled\n # automatically.\n >>> maxt = grb.values # same as grb['values']\n >>> maxt.shape, maxt.min(), maxt.max()\n (94, 192) 223.7 319.9\n - get the latitudes and longitudes of the grid::\n >>> lats, lons = grb.latlons()\n >>> lats.shape, lats.min(), lats.max(), lons.shape, lons.min(), lons.max()\n (94, 192) -88.5419501373 88.5419501373 0.0 358.125\n - get the second grib message::\n >>> grb = grbs.message(2) # same as grbs.seek(1); grb=grbs.readline()\n >>> grb\n 2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200\n - extract data and get lat/lon values for a subset over North America::\n >>> data, lats, lons = grb.data(lat1=20,lat2=70,lon1=220,lon2=320)\n >>> data.shape, lats.min(), lats.max(), lons.min(), lons.max()\n (26, 53) 21.904439458 69.5216630593 221.25 318.75\n - modify the values associated with existing keys (either via attribute or\n dictionary access)::\n >>> grb['forecastTime'] = 240\n >>> grb.dataDate = 20100101\n - get the binary string associated with the coded message::\n >>> msg = grb.tostring()\n >>> grbs.close() # close the grib file.\n - write the modified message to a new GRIB file::\n >>> grbout = open('test.grb','wb')\n >>> grbout.write(msg)\n >>> grbout.close()\n >>> pygrib.open('test.grb').readline() \n 1:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 240 hrs:from 201001011200\n\nDocumentation\n=============\n\n - see below for the full python API documentation.\n \nChangelog\n=========\n\n - see U{Changelog} file.\n\n@author: Jeffrey Whitaker.\n\n@contact: U{Jeff Whitaker}\n\n@version: 1.9.8\n\n@copyright: copyright 2010 by Jeffrey Whitaker.\n\n@license: Permission to use, copy, modify, and distribute this software and its\ndocumentation for any purpose and without fee is here""by granted,\nprovided that the above copyright notice appear in all copies and that\nboth that copyright notice and this permission notice appear in\nsupporting documentation.\nTHE AUTHOR DISCLAIMS ALL WARRANTIES WITH REGARD TO THIS SOFTWARE,\nINCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS. IN NO\nEVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, INDIRECT OR\nCONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS OF\nUSE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR\nOTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR\nPERFORMANCE OF THIS SOFTWARE."; static char __pyx_k_193[] = "1.9.8"; static char __pyx_k_194[] = "mpl_toolkits.basemap"; static char __pyx_k_195[] = "either pyproj or basemap required"; static char __pyx_k_199[] = "_get_grib_api_version"; static char __pyx_k_200[] = "/Volumes/User/jwhitaker/python/pygrib/pygrib.pyx"; static char __pyx_k_203[] = "tolerate_badgrib_off"; static char __pyx_k_206[] = "30 yr periods"; static char __pyx_k__Dx[] = "Dx"; static char __pyx_k__Dy[] = "Dy"; static char __pyx_k__Ni[] = "Ni"; static char __pyx_k__Nj[] = "Nj"; static char __pyx_k__Nr[] = "Nr"; static char __pyx_k__Nx[] = "Nx"; static char __pyx_k__Ny[] = "Ny"; static char __pyx_k__dx[] = "dx"; static char __pyx_k__dy[] = "dy"; static char __pyx_k__gh[] = "gh"; static char __pyx_k__jd[] = "jd"; static char __pyx_k__ma[] = "ma"; static char __pyx_k__np[] = "np"; static char __pyx_k__pi[] = "pi"; static char __pyx_k__pl[] = "pl"; static char __pyx_k__rb[] = "rb"; static char __pyx_k__LaD[] = "LaD"; static char __pyx_k__LoV[] = "LoV"; static char __pyx_k___gh[] = "_gh"; static char __pyx_k__aea[] = "aea"; static char __pyx_k__cyl[] = "cyl"; static char __pyx_k__day[] = "day"; static char __pyx_k__div[] = "div"; static char __pyx_k__err[] = "err"; static char __pyx_k__grb[] = "grb"; static char __pyx_k__hrs[] = "hrs"; static char __pyx_k__int[] = "int"; static char __pyx_k__key[] = "key"; static char __pyx_k__lcc[] = "lcc"; static char __pyx_k__max[] = "max"; static char __pyx_k__min[] = "min"; static char __pyx_k__msg[] = "msg"; static char __pyx_k__one[] = "one"; static char __pyx_k__sum[] = "sum"; static char __pyx_k__yrs[] = "yrs"; static char __pyx_k__7777[] = "7777"; static char __pyx_k__Proj[] = "Proj"; static char __pyx_k__aeqd[] = "aeqd"; static char __pyx_k__copy[] = "copy"; static char __pyx_k__data[] = "data"; static char __pyx_k__days[] = "days"; static char __pyx_k__fabs[] = "fabs"; static char __pyx_k__file[] = "file"; static char __pyx_k__geos[] = "geos"; static char __pyx_k__hour[] = "hour"; static char __pyx_k__isMA[] = "isMA"; static char __pyx_k__join[] = "join"; static char __pyx_k__keys[] = "keys"; static char __pyx_k__laea[] = "laea"; static char __pyx_k__lat1[] = "lat1"; static char __pyx_k__lat2[] = "lat2"; static char __pyx_k__lats[] = "lats"; static char __pyx_k__lon1[] = "lon1"; static char __pyx_k__lon2[] = "lon2"; static char __pyx_k__merc[] = "merc"; static char __pyx_k__mins[] = "mins"; static char __pyx_k__msgs[] = "msgs"; static char __pyx_k__name[] = "name"; static char __pyx_k__ndim[] = "ndim"; static char __pyx_k__next[] = "next"; static char __pyx_k__proj[] = "proj"; static char __pyx_k__secs[] = "secs"; static char __pyx_k__seek[] = "seek"; static char __pyx_k__size[] = "size"; static char __pyx_k__tell[] = "tell"; static char __pyx_k__warn[] = "warn"; static char __pyx_k__year[] = "year"; static char __pyx_k__zero[] = "zero"; static char __pyx_k__Latin[] = "Latin"; static char __pyx_k___find[] = "_find"; static char __pyx_k__ascii[] = "ascii"; static char __pyx_k__atype[] = "atype"; static char __pyx_k__close[] = "close"; static char __pyx_k__eight[] = "eight"; static char __pyx_k__empty[] = "empty"; static char __pyx_k__false[] = "false"; static char __pyx_k__float[] = "float"; static char __pyx_k__ftime[] = "ftime"; static char __pyx_k__index[] = "index"; static char __pyx_k__items[] = "items"; static char __pyx_k__lat_0[] = "lat_0"; static char __pyx_k__lat_1[] = "lat_1"; static char __pyx_k__lat_2[] = "lat_2"; static char __pyx_k__level[] = "level"; static char __pyx_k__lon_0[] = "lon_0"; static char __pyx_k__major[] = "major"; static char __pyx_k__minor[] = "minor"; static char __pyx_k__month[] = "month"; static char __pyx_k__nlats[] = "nlats"; static char __pyx_k__nmsgs[] = "nmsgs"; static char __pyx_k__nsper[] = "nsper"; static char __pyx_k__numpy[] = "numpy"; static char __pyx_k__order[] = "order"; static char __pyx_k__power[] = "power"; static char __pyx_k__range[] = "range"; static char __pyx_k__shape[] = "shape"; static char __pyx_k__split[] = "split"; static char __pyx_k__stere[] = "stere"; static char __pyx_k__units[] = "units"; static char __pyx_k__value[] = "value"; static char __pyx_k__where[] = "where"; static char __pyx_k__zeros[] = "zeros"; static char __pyx_k__Latin1[] = "Latin1"; static char __pyx_k__Latin2[] = "Latin2"; static char __pyx_k__albers[] = "albers"; static char __pyx_k__arange[] = "arange"; static char __pyx_k__arcsin[] = "arcsin"; static char __pyx_k__decode[] = "decode"; static char __pyx_k__double[] = "double"; static char __pyx_k__eleven[] = "eleven"; static char __pyx_k__encode[] = "encode"; static char __pyx_k__filled[] = "filled"; static char __pyx_k__julday[] = "julday"; static char __pyx_k__kwargs[] = "kwargs"; static char __pyx_k__lat_ts[] = "lat_ts"; static char __pyx_k__minute[] = "minute"; static char __pyx_k__months[] = "months"; static char __pyx_k__o_proj[] = "o_proj"; static char __pyx_k__pygrib[] = "pygrib"; static char __pyx_k__pyproj[] = "pyproj"; static char __pyx_k__radius[] = "radius"; static char __pyx_k__reload[] = "reload"; static char __pyx_k__rewind[] = "rewind"; static char __pyx_k__rstrip[] = "rstrip"; static char __pyx_k__second[] = "second"; static char __pyx_k__select[] = "select"; static char __pyx_k__values[] = "values"; static char __pyx_k__xrange[] = "xrange"; static char __pyx_k__IOError[] = "IOError"; static char __pyx_k__asarray[] = "asarray"; static char __pyx_k__decades[] = "decades"; static char __pyx_k__default[] = "default"; static char __pyx_k__float64[] = "float64"; static char __pyx_k__gaulats[] = "gaulats"; static char __pyx_k__gribmsg[] = "gribmsg"; static char __pyx_k__gribstr[] = "gribstr"; static char __pyx_k__has_key[] = "has_key"; static char __pyx_k__indices[] = "indices"; static char __pyx_k__instant[] = "instant"; static char __pyx_k__inverse[] = "inverse"; static char __pyx_k__lambert[] = "lambert"; static char __pyx_k__latlons[] = "latlons"; static char __pyx_k__longlat[] = "longlat"; static char __pyx_k__message[] = "message"; static char __pyx_k__o_lat_p[] = "o_lat_p"; static char __pyx_k__o_lon_p[] = "o_lon_p"; static char __pyx_k__ob_tran[] = "ob_tran"; static char __pyx_k__paramId[] = "paramId"; static char __pyx_k__reduced[] = "reduced"; static char __pyx_k__reshape[] = "reshape"; static char __pyx_k__unknown[] = "unknown"; static char __pyx_k__KeyError[] = "KeyError"; static char __pyx_k____call__[] = "__call__"; static char __pyx_k____dict__[] = "__dict__"; static char __pyx_k____main__[] = "__main__"; static char __pyx_k____test__[] = "__test__"; static char __pyx_k___advance[] = "_advance"; static char __pyx_k___get_key[] = "_get_key"; static char __pyx_k___ro_keys[] = "_ro_keys"; static char __pyx_k__dataDate[] = "dataDate"; static char __pyx_k__dataTime[] = "dataTime"; static char __pyx_k__datetime[] = "datetime"; static char __pyx_k__filename[] = "filename"; static char __pyx_k__gridType[] = "gridType"; static char __pyx_k__linspace[] = "linspace"; static char __pyx_k__localDir[] = "localDir"; static char __pyx_k__mercator[] = "mercator"; static char __pyx_k__meshgrid[] = "meshgrid"; static char __pyx_k__redtoreg[] = "redtoreg"; static char __pyx_k__revision[] = "revision"; static char __pyx_k__setdates[] = "setdates"; static char __pyx_k__stepType[] = "stepType"; static char __pyx_k__thousand[] = "thousand"; static char __pyx_k__topLevel[] = "topLevel"; static char __pyx_k__tostring[] = "tostring"; static char __pyx_k__warnings[] = "warnings"; static char __pyx_k__TypeError[] = "TypeError"; static char __pyx_k___all_keys[] = "_all_keys"; static char __pyx_k___redtoreg[] = "_redtoreg"; static char __pyx_k__centuries[] = "centuries"; static char __pyx_k__from_what[] = "from_what"; static char __pyx_k__julianDay[] = "julianDay"; static char __pyx_k__ncepgrib2[] = "ncepgrib2"; static char __pyx_k__stepRange[] = "stepRange"; static char __pyx_k__stepUnits[] = "stepUnits"; static char __pyx_k__traceback[] = "traceback"; static char __pyx_k__valid_key[] = "valid_key"; static char __pyx_k__DxInMetres[] = "DxInMetres"; static char __pyx_k__DyInMetres[] = "DyInMetres"; static char __pyx_k__IndexError[] = "IndexError"; static char __pyx_k__ValueError[] = "ValueError"; static char __pyx_k____import__[] = "__import__"; static char __pyx_k___ftimedict[] = "_ftimedict"; static char __pyx_k__fromstring[] = "fromstring"; static char __pyx_k__gribstring[] = "gribstring"; static char __pyx_k__is_missing[] = "is_missing"; static char __pyx_k__iscallable[] = "iscallable"; static char __pyx_k__projparams[] = "projparams"; static char __pyx_k__reduced_gg[] = "reduced_gg"; static char __pyx_k__reduced_ll[] = "reduced_ll"; static char __pyx_k__regular_gg[] = "regular_gg"; static char __pyx_k__regular_ll[] = "regular_ll"; static char __pyx_k__rotated_gg[] = "rotated_gg"; static char __pyx_k__rotated_ll[] = "rotated_ll"; static char __pyx_k__space_view[] = "space_view"; static char __pyx_k__startswith[] = "startswith"; static char __pyx_k__typeOfGrid[] = "typeOfGrid"; static char __pyx_k__Grib2Decode[] = "Grib2Decode"; static char __pyx_k__ImportError[] = "ImportError"; static char __pyx_k____getitem__[] = "__getitem__"; static char __pyx_k____version__[] = "__version__"; static char __pyx_k__bottomLevel[] = "bottomLevel"; static char __pyx_k__iscontainer[] = "iscontainer"; static char __pyx_k__oneThousand[] = "oneThousand"; static char __pyx_k__packingType[] = "packingType"; static char __pyx_k__return_msgs[] = "return_msgs"; static char __pyx_k__typeOfLevel[] = "typeOfLevel"; static char __pyx_k__LaDInDegrees[] = "LaDInDegrees"; static char __pyx_k__LoVInDegrees[] = "LoVInDegrees"; static char __pyx_k__RuntimeError[] = "RuntimeError"; static char __pyx_k__fcstimeunits[] = "fcstimeunits"; static char __pyx_k__forecastTime[] = "forecastTime"; static char __pyx_k__grib2divider[] = "grib2divider"; static char __pyx_k__grid_complex[] = "grid_complex"; static char __pyx_k__missingValue[] = "missingValue"; static char __pyx_k__StopIteration[] = "StopIteration"; static char __pyx_k___is_container[] = "_is_container"; static char __pyx_k___private_atts[] = "_private_atts"; static char __pyx_k___reshape_mask[] = "_reshape_mask"; static char __pyx_k___unshape_mask[] = "_unshape_mask"; static char __pyx_k__masked_values[] = "masked_values"; static char __pyx_k__messagenumber[] = "messagenumber"; static char __pyx_k__parameterName[] = "parameterName"; static char __pyx_k__AttributeError[] = "AttributeError"; static char __pyx_k___is_stringlike[] = "_is_stringlike"; static char __pyx_k__expand_reduced[] = "expand_reduced"; static char __pyx_k__numberOfValues[] = "numberOfValues"; static char __pyx_k__parameterUnits[] = "parameterUnits"; static char __pyx_k__Latin1InDegrees[] = "Latin1InDegrees"; static char __pyx_k__Latin2InDegrees[] = "Latin2InDegrees"; static char __pyx_k___read_only_keys[] = "_read_only_keys"; static char __pyx_k___set_projparams[] = "_set_projparams"; static char __pyx_k__derivedForecast[] = "derivedForecast"; static char __pyx_k__numberOfMissing[] = "numberOfMissing"; static char __pyx_k__shapeOfTheEarth[] = "shapeOfTheEarth"; static char __pyx_k__truncateDegrees[] = "truncateDegrees"; static char __pyx_k__centralLongitude[] = "centralLongitude"; static char __pyx_k__default_encoding[] = "default_encoding"; static char __pyx_k__grib_api_version[] = "grib_api_version"; static char __pyx_k__missingvalue_int[] = "missingvalue_int"; static char __pyx_k__multi_support_on[] = "multi_support_on"; static char __pyx_k__standardParallel[] = "standardParallel"; static char __pyx_k__tolerate_badgrib[] = "tolerate_badgrib"; static char __pyx_k__distinctLatitudes[] = "distinctLatitudes"; static char __pyx_k__multi_support_off[] = "multi_support_off"; static char __pyx_k__datetime_to_julian[] = "datetime_to_julian"; static char __pyx_k__distinctLongitudes[] = "distinctLongitudes"; static char __pyx_k__julian_to_datetime[] = "julian_to_datetime"; static char __pyx_k__missingvalue_float[] = "missingvalue_float"; static char __pyx_k__perturbationNumber[] = "perturbationNumber"; static char __pyx_k__iDirectionIncrement[] = "iDirectionIncrement"; static char __pyx_k__polar_stereographic[] = "polar_stereographic"; static char __pyx_k__probabilityTypeName[] = "probabilityTypeName"; static char __pyx_k__tolerate_badgrib_on[] = "tolerate_badgrib_on"; static PyObject *__pyx_n_s_1; static PyObject *__pyx_kp_s_10; static PyObject *__pyx_kp_s_104; static PyObject *__pyx_kp_s_105; static PyObject *__pyx_kp_s_106; static PyObject *__pyx_n_s_108; static PyObject *__pyx_kp_s_112; static PyObject *__pyx_kp_s_115; static PyObject *__pyx_n_s_117; static PyObject *__pyx_kp_s_12; static PyObject *__pyx_n_s_139; static PyObject *__pyx_n_s_141; static PyObject *__pyx_n_s_142; static PyObject *__pyx_n_s_143; static PyObject *__pyx_n_s_144; static PyObject *__pyx_n_s_145; static PyObject *__pyx_n_s_146; static PyObject *__pyx_n_s_148; static PyObject *__pyx_kp_s_149; static PyObject *__pyx_kp_s_15; static PyObject *__pyx_n_s_151; static PyObject *__pyx_n_s_152; static PyObject *__pyx_n_s_154; static PyObject *__pyx_kp_s_156; static PyObject *__pyx_n_s_158; static PyObject *__pyx_n_s_159; static PyObject *__pyx_n_s_160; static PyObject *__pyx_n_s_161; static PyObject *__pyx_n_s_162; static PyObject *__pyx_n_s_163; static PyObject *__pyx_n_s_164; static PyObject *__pyx_n_s_165; static PyObject *__pyx_n_s_166; static PyObject *__pyx_n_s_167; static PyObject *__pyx_kp_s_168; static PyObject *__pyx_n_s_169; static PyObject *__pyx_kp_s_17; static PyObject *__pyx_n_s_170; static PyObject *__pyx_n_s_171; static PyObject *__pyx_n_s_172; static PyObject *__pyx_n_s_176; static PyObject *__pyx_n_s_177; static PyObject *__pyx_kp_s_178; static PyObject *__pyx_n_s_180; static PyObject *__pyx_n_s_181; static PyObject *__pyx_kp_s_182; static PyObject *__pyx_kp_s_183; static PyObject *__pyx_kp_s_186; static PyObject *__pyx_kp_s_188; static PyObject *__pyx_kp_s_19; static PyObject *__pyx_kp_s_193; static PyObject *__pyx_n_s_194; static PyObject *__pyx_kp_s_195; static PyObject *__pyx_n_s_199; static PyObject *__pyx_kp_s_2; static PyObject *__pyx_n_s_20; static PyObject *__pyx_kp_s_200; static PyObject *__pyx_n_s_203; static PyObject *__pyx_kp_s_206; static PyObject *__pyx_kp_s_24; static PyObject *__pyx_kp_s_27; static PyObject *__pyx_kp_s_28; static PyObject *__pyx_kp_s_29; static PyObject *__pyx_kp_s_3; static PyObject *__pyx_kp_s_30; static PyObject *__pyx_kp_s_33; static PyObject *__pyx_kp_s_38; static PyObject *__pyx_kp_s_39; static PyObject *__pyx_n_s_46; static PyObject *__pyx_n_s_48; static PyObject *__pyx_kp_s_5; static PyObject *__pyx_n_s_50; static PyObject *__pyx_n_s_52; static PyObject *__pyx_n_s_54; static PyObject *__pyx_n_s_56; static PyObject *__pyx_n_s_58; static PyObject *__pyx_kp_s_6; static PyObject *__pyx_kp_s_60; static PyObject *__pyx_kp_s_61; static PyObject *__pyx_kp_s_62; static PyObject *__pyx_kp_s_66; static PyObject *__pyx_kp_s_67; static PyObject *__pyx_kp_s_71; static PyObject *__pyx_kp_s_72; static PyObject *__pyx_n_s_74; static PyObject *__pyx_kp_s_76; static PyObject *__pyx_kp_s_77; static PyObject *__pyx_kp_s_78; static PyObject *__pyx_kp_s_79; static PyObject *__pyx_kp_s_8; static PyObject *__pyx_kp_s_81; static PyObject *__pyx_kp_s_82; static PyObject *__pyx_kp_s_83; static PyObject *__pyx_kp_s_84; static PyObject *__pyx_kp_s_85; static PyObject *__pyx_kp_s_86; static PyObject *__pyx_kp_s_87; static PyObject *__pyx_n_s_89; static PyObject *__pyx_n_s_91; static PyObject *__pyx_n_s_93; static PyObject *__pyx_n_s_95; static PyObject *__pyx_kp_s_97; static PyObject *__pyx_kp_s_98; static PyObject *__pyx_kp_s_99; static PyObject *__pyx_kp_s__7777; static PyObject *__pyx_n_s__AttributeError; static PyObject *__pyx_n_s__C; static PyObject *__pyx_n_s__Dx; static PyObject *__pyx_n_s__DxInMetres; static PyObject *__pyx_n_s__Dy; static PyObject *__pyx_n_s__DyInMetres; static PyObject *__pyx_n_s__F; static PyObject *__pyx_n_s__Grib2Decode; static PyObject *__pyx_n_s__IOError; static PyObject *__pyx_n_s__ImportError; static PyObject *__pyx_n_s__IndexError; static PyObject *__pyx_n_s__KeyError; static PyObject *__pyx_n_s__LaD; static PyObject *__pyx_n_s__LaDInDegrees; static PyObject *__pyx_n_s__Latin; static PyObject *__pyx_n_s__Latin1; static PyObject *__pyx_n_s__Latin1InDegrees; static PyObject *__pyx_n_s__Latin2; static PyObject *__pyx_n_s__Latin2InDegrees; static PyObject *__pyx_n_s__LoV; static PyObject *__pyx_n_s__LoVInDegrees; static PyObject *__pyx_n_s__Ni; static PyObject *__pyx_n_s__Nj; static PyObject *__pyx_n_s__Nr; static PyObject *__pyx_n_s__Nx; static PyObject *__pyx_n_s__Ny; static PyObject *__pyx_n_s__Proj; static PyObject *__pyx_n_s__RuntimeError; static PyObject *__pyx_n_s__StopIteration; static PyObject *__pyx_n_s__TypeError; static PyObject *__pyx_n_s__ValueError; static PyObject *__pyx_n_s____call__; static PyObject *__pyx_n_s____dict__; static PyObject *__pyx_n_s____getitem__; static PyObject *__pyx_n_s____import__; static PyObject *__pyx_n_s____main__; static PyObject *__pyx_n_s____test__; static PyObject *__pyx_n_s____version__; static PyObject *__pyx_n_s___advance; static PyObject *__pyx_n_s___all_keys; static PyObject *__pyx_n_s___find; static PyObject *__pyx_n_s___ftimedict; static PyObject *__pyx_n_s___get_key; static PyObject *__pyx_n_s___gh; static PyObject *__pyx_n_s___is_container; static PyObject *__pyx_n_s___is_stringlike; static PyObject *__pyx_n_s___private_atts; static PyObject *__pyx_n_s___read_only_keys; static PyObject *__pyx_n_s___redtoreg; static PyObject *__pyx_n_s___reshape_mask; static PyObject *__pyx_n_s___ro_keys; static PyObject *__pyx_n_s___set_projparams; static PyObject *__pyx_n_s___unshape_mask; static PyObject *__pyx_n_s__a; static PyObject *__pyx_n_s__aea; static PyObject *__pyx_n_s__aeqd; static PyObject *__pyx_n_s__albers; static PyObject *__pyx_n_s__arange; static PyObject *__pyx_n_s__arcsin; static PyObject *__pyx_n_s__asarray; static PyObject *__pyx_n_s__ascii; static PyObject *__pyx_n_s__atype; static PyObject *__pyx_n_s__b; static PyObject *__pyx_n_s__bottomLevel; static PyObject *__pyx_n_s__centralLongitude; static PyObject *__pyx_n_s__centuries; static PyObject *__pyx_n_s__close; static PyObject *__pyx_n_s__copy; static PyObject *__pyx_n_s__cyl; static PyObject *__pyx_n_s__d; static PyObject *__pyx_n_s__data; static PyObject *__pyx_n_s__dataDate; static PyObject *__pyx_n_s__dataTime; static PyObject *__pyx_n_s__datetime; static PyObject *__pyx_n_s__datetime_to_julian; static PyObject *__pyx_n_s__day; static PyObject *__pyx_n_s__days; static PyObject *__pyx_n_s__decades; static PyObject *__pyx_n_s__decode; static PyObject *__pyx_n_s__default; static PyObject *__pyx_n_s__default_encoding; static PyObject *__pyx_n_s__derivedForecast; static PyObject *__pyx_n_s__distinctLatitudes; static PyObject *__pyx_n_s__distinctLongitudes; static PyObject *__pyx_n_s__div; static PyObject *__pyx_n_s__double; static PyObject *__pyx_n_s__dx; static PyObject *__pyx_n_s__dy; static PyObject *__pyx_n_s__eight; static PyObject *__pyx_n_s__eleven; static PyObject *__pyx_n_s__empty; static PyObject *__pyx_n_s__encode; static PyObject *__pyx_n_s__err; static PyObject *__pyx_n_s__expand_reduced; static PyObject *__pyx_n_s__fabs; static PyObject *__pyx_n_s__false; static PyObject *__pyx_n_s__fcstimeunits; static PyObject *__pyx_n_s__file; static PyObject *__pyx_n_s__filename; static PyObject *__pyx_n_s__filled; static PyObject *__pyx_n_s__float; static PyObject *__pyx_n_s__float64; static PyObject *__pyx_n_s__forecastTime; static PyObject *__pyx_n_s__from_what; static PyObject *__pyx_n_s__fromstring; static PyObject *__pyx_n_s__ftime; static PyObject *__pyx_n_s__gaulats; static PyObject *__pyx_n_s__geos; static PyObject *__pyx_n_s__gh; static PyObject *__pyx_n_s__grb; static PyObject *__pyx_n_s__grib2divider; static PyObject *__pyx_n_s__grib_api_version; static PyObject *__pyx_n_s__gribmsg; static PyObject *__pyx_n_s__gribstr; static PyObject *__pyx_n_s__gribstring; static PyObject *__pyx_n_s__gridType; static PyObject *__pyx_n_s__grid_complex; static PyObject *__pyx_n_s__h; static PyObject *__pyx_n_s__has_key; static PyObject *__pyx_n_s__hour; static PyObject *__pyx_n_s__hrs; static PyObject *__pyx_n_s__iDirectionIncrement; static PyObject *__pyx_n_s__index; static PyObject *__pyx_n_s__indices; static PyObject *__pyx_n_s__instant; static PyObject *__pyx_n_s__int; static PyObject *__pyx_n_s__inverse; static PyObject *__pyx_n_s__isMA; static PyObject *__pyx_n_s__is_missing; static PyObject *__pyx_n_s__iscallable; static PyObject *__pyx_n_s__iscontainer; static PyObject *__pyx_n_s__items; static PyObject *__pyx_n_s__jd; static PyObject *__pyx_n_s__join; static PyObject *__pyx_n_s__julday; static PyObject *__pyx_n_s__julianDay; static PyObject *__pyx_n_s__julian_to_datetime; static PyObject *__pyx_n_s__k; static PyObject *__pyx_n_s__key; static PyObject *__pyx_n_s__keys; static PyObject *__pyx_n_s__kwargs; static PyObject *__pyx_n_s__l; static PyObject *__pyx_n_s__laea; static PyObject *__pyx_n_s__lambert; static PyObject *__pyx_n_s__lat1; static PyObject *__pyx_n_s__lat2; static PyObject *__pyx_n_s__lat_0; static PyObject *__pyx_n_s__lat_1; static PyObject *__pyx_n_s__lat_2; static PyObject *__pyx_n_s__lat_ts; static PyObject *__pyx_n_s__latlons; static PyObject *__pyx_n_s__lats; static PyObject *__pyx_n_s__lcc; static PyObject *__pyx_n_s__level; static PyObject *__pyx_n_s__linspace; static PyObject *__pyx_n_s__localDir; static PyObject *__pyx_n_s__lon1; static PyObject *__pyx_n_s__lon2; static PyObject *__pyx_n_s__lon_0; static PyObject *__pyx_n_s__longlat; static PyObject *__pyx_n_s__ma; static PyObject *__pyx_n_s__major; static PyObject *__pyx_n_s__masked_values; static PyObject *__pyx_n_s__max; static PyObject *__pyx_n_s__merc; static PyObject *__pyx_n_s__mercator; static PyObject *__pyx_n_s__meshgrid; static PyObject *__pyx_n_s__message; static PyObject *__pyx_n_s__messagenumber; static PyObject *__pyx_n_s__min; static PyObject *__pyx_n_s__minor; static PyObject *__pyx_n_s__mins; static PyObject *__pyx_n_s__minute; static PyObject *__pyx_n_s__missingValue; 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} } static PyObject *__pyx_tp_getattro_6pygrib_gribmessage(PyObject *o, PyObject *n) { PyObject *v = PyObject_GenericGetAttr(o, n); if (!v && PyErr_ExceptionMatches(PyExc_AttributeError)) { PyErr_Clear(); v = __pyx_pw_6pygrib_11gribmessage_5__getattr__(o, n); } return v; } static int __pyx_tp_setattro_6pygrib_gribmessage(PyObject *o, PyObject *n, PyObject *v) { if (v) { return __pyx_pw_6pygrib_11gribmessage_7__setattr__(o, n, v); } else { return PyObject_GenericSetAttr(o, n, 0); } } static PyObject *__pyx_getprop_6pygrib_11gribmessage_messagenumber(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_6pygrib_11gribmessage_13messagenumber_1__get__(o); } static int __pyx_setprop_6pygrib_11gribmessage_messagenumber(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_6pygrib_11gribmessage_13messagenumber_3__set__(o, v); } else { return __pyx_pw_6pygrib_11gribmessage_13messagenumber_5__del__(o); } } static PyObject *__pyx_getprop_6pygrib_11gribmessage_projparams(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_6pygrib_11gribmessage_10projparams_1__get__(o); } static int __pyx_setprop_6pygrib_11gribmessage_projparams(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_6pygrib_11gribmessage_10projparams_3__set__(o, v); } else { return __pyx_pw_6pygrib_11gribmessage_10projparams_5__del__(o); } } static PyObject *__pyx_getprop_6pygrib_11gribmessage_validDate(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_6pygrib_11gribmessage_9validDate_1__get__(o); } static int __pyx_setprop_6pygrib_11gribmessage_validDate(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_6pygrib_11gribmessage_9validDate_3__set__(o, v); } else { return __pyx_pw_6pygrib_11gribmessage_9validDate_5__del__(o); } } static PyObject *__pyx_getprop_6pygrib_11gribmessage_analDate(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_6pygrib_11gribmessage_8analDate_1__get__(o); } static int __pyx_setprop_6pygrib_11gribmessage_analDate(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_6pygrib_11gribmessage_8analDate_3__set__(o, v); } else { return __pyx_pw_6pygrib_11gribmessage_8analDate_5__del__(o); } } static PyObject *__pyx_getprop_6pygrib_11gribmessage_expand_reduced(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_6pygrib_11gribmessage_14expand_reduced_1__get__(o); } static int __pyx_setprop_6pygrib_11gribmessage_expand_reduced(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_6pygrib_11gribmessage_14expand_reduced_3__set__(o, v); } else { return __pyx_pw_6pygrib_11gribmessage_14expand_reduced_5__del__(o); } } static PyObject *__pyx_getprop_6pygrib_11gribmessage__ro_keys(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_6pygrib_11gribmessage_8_ro_keys_1__get__(o); } static int __pyx_setprop_6pygrib_11gribmessage__ro_keys(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_6pygrib_11gribmessage_8_ro_keys_3__set__(o, v); } else { return __pyx_pw_6pygrib_11gribmessage_8_ro_keys_5__del__(o); } } static PyObject *__pyx_getprop_6pygrib_11gribmessage__all_keys(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_6pygrib_11gribmessage_9_all_keys_1__get__(o); } static int __pyx_setprop_6pygrib_11gribmessage__all_keys(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_6pygrib_11gribmessage_9_all_keys_3__set__(o, v); } else { return __pyx_pw_6pygrib_11gribmessage_9_all_keys_5__del__(o); } } static PyObject *__pyx_getprop_6pygrib_11gribmessage_fcstimeunits(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_6pygrib_11gribmessage_12fcstimeunits_1__get__(o); } static int __pyx_setprop_6pygrib_11gribmessage_fcstimeunits(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_6pygrib_11gribmessage_12fcstimeunits_3__set__(o, v); } else { return __pyx_pw_6pygrib_11gribmessage_12fcstimeunits_5__del__(o); } } static PyMethodDef __pyx_methods_6pygrib_gribmessage[] = { {__Pyx_NAMESTR("__getattr__"), (PyCFunction)__pyx_pw_6pygrib_11gribmessage_5__getattr__, METH_O|METH_COEXIST, __Pyx_DOCSTR(0)}, {__Pyx_NAMESTR("_get_key"), (PyCFunction)__pyx_pw_6pygrib_11gribmessage_11_get_key, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_6pygrib_11gribmessage_10_get_key)}, {__Pyx_NAMESTR("expand_grid"), (PyCFunction)__pyx_pw_6pygrib_11gribmessage_13expand_grid, METH_O, __Pyx_DOCSTR(__pyx_doc_6pygrib_11gribmessage_12expand_grid)}, {__Pyx_NAMESTR("is_missing"), (PyCFunction)__pyx_pw_6pygrib_11gribmessage_15is_missing, METH_O, __Pyx_DOCSTR(__pyx_doc_6pygrib_11gribmessage_14is_missing)}, {__Pyx_NAMESTR("keys"), (PyCFunction)__pyx_pw_6pygrib_11gribmessage_17keys, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_6pygrib_11gribmessage_16keys)}, {__Pyx_NAMESTR("_read_only_keys"), (PyCFunction)__pyx_pw_6pygrib_11gribmessage_19_read_only_keys, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_6pygrib_11gribmessage_18_read_only_keys)}, {__Pyx_NAMESTR("data"), (PyCFunction)__pyx_pw_6pygrib_11gribmessage_21data, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_6pygrib_11gribmessage_20data)}, {__Pyx_NAMESTR("has_key"), (PyCFunction)__pyx_pw_6pygrib_11gribmessage_27has_key, METH_O, __Pyx_DOCSTR(__pyx_doc_6pygrib_11gribmessage_26has_key)}, {__Pyx_NAMESTR("valid_key"), (PyCFunction)__pyx_pw_6pygrib_11gribmessage_29valid_key, METH_O, __Pyx_DOCSTR(__pyx_doc_6pygrib_11gribmessage_28valid_key)}, {__Pyx_NAMESTR("tostring"), (PyCFunction)__pyx_pw_6pygrib_11gribmessage_31tostring, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_6pygrib_11gribmessage_30tostring)}, {__Pyx_NAMESTR("_unshape_mask"), (PyCFunction)__pyx_pw_6pygrib_11gribmessage_33_unshape_mask, METH_O, __Pyx_DOCSTR(__pyx_doc_6pygrib_11gribmessage_32_unshape_mask)}, {__Pyx_NAMESTR("_reshape_mask"), (PyCFunction)__pyx_pw_6pygrib_11gribmessage_35_reshape_mask, METH_O, __Pyx_DOCSTR(__pyx_doc_6pygrib_11gribmessage_34_reshape_mask)}, {__Pyx_NAMESTR("_set_projparams"), (PyCFunction)__pyx_pw_6pygrib_11gribmessage_37_set_projparams, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_6pygrib_11gribmessage_36_set_projparams)}, {__Pyx_NAMESTR("latlons"), (PyCFunction)__pyx_pw_6pygrib_11gribmessage_39latlons, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_6pygrib_11gribmessage_38latlons)}, {0, 0, 0, 0} }; static struct PyGetSetDef __pyx_getsets_6pygrib_gribmessage[] = { {(char *)"messagenumber", __pyx_getprop_6pygrib_11gribmessage_messagenumber, __pyx_setprop_6pygrib_11gribmessage_messagenumber, 0, 0}, {(char *)"projparams", __pyx_getprop_6pygrib_11gribmessage_projparams, __pyx_setprop_6pygrib_11gribmessage_projparams, 0, 0}, {(char *)"validDate", __pyx_getprop_6pygrib_11gribmessage_validDate, __pyx_setprop_6pygrib_11gribmessage_validDate, 0, 0}, {(char *)"analDate", __pyx_getprop_6pygrib_11gribmessage_analDate, __pyx_setprop_6pygrib_11gribmessage_analDate, 0, 0}, {(char *)"expand_reduced", __pyx_getprop_6pygrib_11gribmessage_expand_reduced, __pyx_setprop_6pygrib_11gribmessage_expand_reduced, 0, 0}, {(char *)"_ro_keys", __pyx_getprop_6pygrib_11gribmessage__ro_keys, __pyx_setprop_6pygrib_11gribmessage__ro_keys, 0, 0}, {(char *)"_all_keys", __pyx_getprop_6pygrib_11gribmessage__all_keys, __pyx_setprop_6pygrib_11gribmessage__all_keys, 0, 0}, {(char *)"fcstimeunits", __pyx_getprop_6pygrib_11gribmessage_fcstimeunits, __pyx_setprop_6pygrib_11gribmessage_fcstimeunits, 0, 0}, {0, 0, 0, 0, 0} }; static PySequenceMethods __pyx_tp_as_sequence_gribmessage = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ __pyx_sq_item_6pygrib_gribmessage, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ 0, /*sq_contains*/ 0, /*sq_inplace_concat*/ 0, /*sq_inplace_repeat*/ }; static PyMappingMethods __pyx_tp_as_mapping_gribmessage = { 0, /*mp_length*/ __pyx_pw_6pygrib_11gribmessage_25__getitem__, /*mp_subscript*/ __pyx_mp_ass_subscript_6pygrib_gribmessage, /*mp_ass_subscript*/ }; static PyTypeObject __pyx_type_6pygrib_gribmessage = { PyVarObject_HEAD_INIT(0, 0) __Pyx_NAMESTR("pygrib.gribmessage"), /*tp_name*/ sizeof(struct __pyx_obj_6pygrib_gribmessage), /*tp_basicsize*/ 0, /*tp_itemsize*/ __pyx_tp_dealloc_6pygrib_gribmessage, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ #if PY_MAJOR_VERSION < 3 0, /*tp_compare*/ #else 0, /*reserved*/ #endif __pyx_pw_6pygrib_11gribmessage_9__repr__, /*tp_repr*/ 0, /*tp_as_number*/ &__pyx_tp_as_sequence_gribmessage, /*tp_as_sequence*/ &__pyx_tp_as_mapping_gribmessage, /*tp_as_mapping*/ 0, /*tp_hash*/ 0, /*tp_call*/ 0, /*tp_str*/ __pyx_tp_getattro_6pygrib_gribmessage, /*tp_getattro*/ __pyx_tp_setattro_6pygrib_gribmessage, /*tp_setattro*/ 0, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ __Pyx_DOCSTR("\n Grib message object.\n\n Each grib message has attributes corresponding to grib message\n keys for \n U{GRIB1 }\n and\n U{GRIB2 }.\n Parameter names are\n are given by the C{name}, C{shortName} and C{paramID}\n U{keys }.\n pygrib also defines some special attributes which are defined below\n under the heading B{Instance Variables}.\n\n @ivar messagenumber: The grib message number in the file.\n\n @ivar projparams: A dictionary containing proj4 key/value pairs describing \n the grid. Set to C{None} for unsupported grid types.\n\n @ivar expand_reduced: If True (default), reduced lat/lon and gaussian grids\n will be expanded to regular grids when data is accessed via \"values\" key. If\n False, data is kept on unstructured reduced grid, and is returned in a 1-d\n array.\n\n @ivar fcstimeunits: A string representing the forecast time units\n (an empty string if not defined).\n\n @ivar analDate: A python datetime instance describing the analysis date\n and time for the forecast. Only set if forecastTime and julianDay keys\n exist.\n\n @ivar validDate: A python datetime instance describing the valid date\n and time for the forecast. Only set if forecastTime and julianDay keys\n exist, and fcstimeunits is defined. If forecast time\n is a range, then C{validDate} corresponds to the end of the range."), /*tp_doc*/ __pyx_tp_traverse_6pygrib_gribmessage, /*tp_traverse*/ __pyx_tp_clear_6pygrib_gribmessage, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ __pyx_methods_6pygrib_gribmessage, /*tp_methods*/ 0, /*tp_members*/ __pyx_getsets_6pygrib_gribmessage, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ 0, /*tp_dictoffset*/ __pyx_pw_6pygrib_11gribmessage_1__init__, /*tp_init*/ 0, /*tp_alloc*/ __pyx_tp_new_6pygrib_gribmessage, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ 0, /*tp_mro*/ 0, /*tp_cache*/ 0, /*tp_subclasses*/ 0, /*tp_weaklist*/ 0, /*tp_del*/ #if PY_VERSION_HEX >= 0x02060000 0, /*tp_version_tag*/ #endif }; static PyObject *__pyx_tp_new_6pygrib_open(PyTypeObject *t, PyObject *a, PyObject *k) { struct __pyx_obj_6pygrib_open *p; PyObject *o; o = (*t->tp_alloc)(t, 0); if (unlikely(!o)) return 0; p = ((struct __pyx_obj_6pygrib_open *)o); p->name = Py_None; Py_INCREF(Py_None); p->messagenumber = Py_None; Py_INCREF(Py_None); p->messages = Py_None; Py_INCREF(Py_None); p->closed = Py_None; Py_INCREF(Py_None); p->has_multi_field_msgs = Py_None; Py_INCREF(Py_None); if (unlikely(__pyx_pw_6pygrib_4open_1__cinit__(o, a, k) < 0)) { Py_DECREF(o); o = 0; } return o; } static void __pyx_tp_dealloc_6pygrib_open(PyObject *o) { struct __pyx_obj_6pygrib_open *p = (struct __pyx_obj_6pygrib_open *)o; PyObject_GC_UnTrack(o); { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); ++Py_REFCNT(o); __pyx_pw_6pygrib_4open_27__dealloc__(o); if (PyErr_Occurred()) PyErr_WriteUnraisable(o); --Py_REFCNT(o); PyErr_Restore(etype, eval, etb); } Py_CLEAR(p->name); Py_CLEAR(p->messagenumber); Py_CLEAR(p->messages); Py_CLEAR(p->closed); Py_CLEAR(p->has_multi_field_msgs); (*Py_TYPE(o)->tp_free)(o); } static int __pyx_tp_traverse_6pygrib_open(PyObject *o, visitproc v, void *a) { int e; struct __pyx_obj_6pygrib_open *p = (struct __pyx_obj_6pygrib_open *)o; if (p->name) { e = (*v)(p->name, a); if (e) return e; } if (p->messagenumber) { e = (*v)(p->messagenumber, a); if (e) return e; } if (p->messages) { e = (*v)(p->messages, a); if (e) return e; } if (p->closed) { e = (*v)(p->closed, a); if (e) return e; } if (p->has_multi_field_msgs) { e = (*v)(p->has_multi_field_msgs, a); if (e) return e; } return 0; } static int __pyx_tp_clear_6pygrib_open(PyObject *o) { struct __pyx_obj_6pygrib_open *p = (struct __pyx_obj_6pygrib_open *)o; PyObject* tmp; tmp = ((PyObject*)p->name); p->name = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); tmp = ((PyObject*)p->messagenumber); p->messagenumber = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); tmp = ((PyObject*)p->messages); p->messages = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); tmp = ((PyObject*)p->closed); p->closed = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); tmp = ((PyObject*)p->has_multi_field_msgs); p->has_multi_field_msgs = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } static PyObject *__pyx_sq_item_6pygrib_open(PyObject *o, Py_ssize_t i) { PyObject *r; PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); Py_DECREF(x); return r; } static PyObject *__pyx_getprop_6pygrib_4open_name(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_6pygrib_4open_4name_1__get__(o); } static int __pyx_setprop_6pygrib_4open_name(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_6pygrib_4open_4name_3__set__(o, v); } else { return __pyx_pw_6pygrib_4open_4name_5__del__(o); } } static PyObject *__pyx_getprop_6pygrib_4open_messagenumber(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_6pygrib_4open_13messagenumber_1__get__(o); } static int __pyx_setprop_6pygrib_4open_messagenumber(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_6pygrib_4open_13messagenumber_3__set__(o, v); } else { return __pyx_pw_6pygrib_4open_13messagenumber_5__del__(o); } } static PyObject *__pyx_getprop_6pygrib_4open_messages(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_6pygrib_4open_8messages_1__get__(o); } static int __pyx_setprop_6pygrib_4open_messages(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_6pygrib_4open_8messages_3__set__(o, v); } else { return __pyx_pw_6pygrib_4open_8messages_5__del__(o); } } static PyObject *__pyx_getprop_6pygrib_4open_closed(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_6pygrib_4open_6closed_1__get__(o); } static int __pyx_setprop_6pygrib_4open_closed(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_6pygrib_4open_6closed_3__set__(o, v); } else { return __pyx_pw_6pygrib_4open_6closed_5__del__(o); } } static PyObject *__pyx_getprop_6pygrib_4open_has_multi_field_msgs(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_6pygrib_4open_20has_multi_field_msgs_1__get__(o); } static int __pyx_setprop_6pygrib_4open_has_multi_field_msgs(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_6pygrib_4open_20has_multi_field_msgs_3__set__(o, v); } else { return __pyx_pw_6pygrib_4open_20has_multi_field_msgs_5__del__(o); } } static PyMethodDef __pyx_methods_6pygrib_open[] = { {__Pyx_NAMESTR("__next__"), (PyCFunction)__pyx_pw_6pygrib_4open_7__next__, METH_NOARGS|METH_COEXIST, __Pyx_DOCSTR(0)}, {__Pyx_NAMESTR("__enter__"), (PyCFunction)__pyx_pw_6pygrib_4open_13__enter__, METH_NOARGS, __Pyx_DOCSTR(0)}, {__Pyx_NAMESTR("__exit__"), (PyCFunction)__pyx_pw_6pygrib_4open_15__exit__, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, {__Pyx_NAMESTR("tell"), (PyCFunction)__pyx_pw_6pygrib_4open_17tell, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_6pygrib_4open_16tell)}, {__Pyx_NAMESTR("seek"), (PyCFunction)__pyx_pw_6pygrib_4open_19seek, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_6pygrib_4open_18seek)}, {__Pyx_NAMESTR("readline"), (PyCFunction)__pyx_pw_6pygrib_4open_21readline, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_6pygrib_4open_20readline)}, {__Pyx_NAMESTR("read"), (PyCFunction)__pyx_pw_6pygrib_4open_23read, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_6pygrib_4open_22read)}, {__Pyx_NAMESTR("close"), (PyCFunction)__pyx_pw_6pygrib_4open_25close, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_6pygrib_4open_24close)}, {__Pyx_NAMESTR("rewind"), (PyCFunction)__pyx_pw_6pygrib_4open_29rewind, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_6pygrib_4open_28rewind)}, {__Pyx_NAMESTR("message"), (PyCFunction)__pyx_pw_6pygrib_4open_31message, METH_O, __Pyx_DOCSTR(__pyx_doc_6pygrib_4open_30message)}, {__Pyx_NAMESTR("select"), (PyCFunction)__pyx_pw_6pygrib_4open_33select, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_6pygrib_4open_32select)}, {__Pyx_NAMESTR("_advance"), (PyCFunction)__pyx_pw_6pygrib_4open_35_advance, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_6pygrib_4open_34_advance)}, {0, 0, 0, 0} }; static struct PyGetSetDef __pyx_getsets_6pygrib_open[] = { {(char *)"name", __pyx_getprop_6pygrib_4open_name, __pyx_setprop_6pygrib_4open_name, 0, 0}, {(char *)"messagenumber", __pyx_getprop_6pygrib_4open_messagenumber, __pyx_setprop_6pygrib_4open_messagenumber, 0, 0}, {(char *)"messages", __pyx_getprop_6pygrib_4open_messages, __pyx_setprop_6pygrib_4open_messages, 0, 0}, {(char *)"closed", __pyx_getprop_6pygrib_4open_closed, __pyx_setprop_6pygrib_4open_closed, 0, 0}, {(char *)"has_multi_field_msgs", __pyx_getprop_6pygrib_4open_has_multi_field_msgs, __pyx_setprop_6pygrib_4open_has_multi_field_msgs, 0, 0}, {0, 0, 0, 0, 0} }; static PySequenceMethods __pyx_tp_as_sequence_open = { 0, /*sq_length*/ 0, /*sq_concat*/ 0, /*sq_repeat*/ __pyx_sq_item_6pygrib_open, /*sq_item*/ 0, /*sq_slice*/ 0, /*sq_ass_item*/ 0, /*sq_ass_slice*/ 0, /*sq_contains*/ 0, /*sq_inplace_concat*/ 0, /*sq_inplace_repeat*/ }; static PyMappingMethods __pyx_tp_as_mapping_open = { 0, /*mp_length*/ __pyx_pw_6pygrib_4open_9__getitem__, /*mp_subscript*/ 0, /*mp_ass_subscript*/ }; static PyTypeObject __pyx_type_6pygrib_open = { PyVarObject_HEAD_INIT(0, 0) __Pyx_NAMESTR("pygrib.open"), /*tp_name*/ sizeof(struct __pyx_obj_6pygrib_open), /*tp_basicsize*/ 0, /*tp_itemsize*/ __pyx_tp_dealloc_6pygrib_open, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ #if PY_MAJOR_VERSION < 3 0, /*tp_compare*/ #else 0, /*reserved*/ #endif 0, /*tp_repr*/ 0, /*tp_as_number*/ &__pyx_tp_as_sequence_open, /*tp_as_sequence*/ &__pyx_tp_as_mapping_open, /*tp_as_mapping*/ 0, /*tp_hash*/ __pyx_pw_6pygrib_4open_11__call__, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ 0, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ __Pyx_DOCSTR(" \n open(filename)\n \n returns GRIB file iterator object given GRIB filename. When iterated, returns\n instances of the L{gribmessage} class. Behaves much like a python file\n object, with L{seek}, L{tell}, L{read} and L{close} methods, \n except that offsets are measured in grib messages instead of bytes.\n Additional methods include L{rewind} (like C{seek(0)}), L{message}\n (like C{seek(N-1)}; followed by C{readline()}), and L{select} (filters\n messages based on specified conditions). The C{__call__} method forwards\n to L{select}, and instances can be sliced with C{__getitem__} (returning\n lists of L{gribmessage} instances). The position of the iterator is not\n altered by slicing with C{__getitem__}.\n \n @ivar messages: The total number of grib messages in the file.\n\n @ivar messagenumber: The grib message number that the iterator currently\n points to (the value returned by L{tell}).\n\n @ivar name: The GRIB file which the instance represents."), /*tp_doc*/ __pyx_tp_traverse_6pygrib_open, /*tp_traverse*/ __pyx_tp_clear_6pygrib_open, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ __pyx_pw_6pygrib_4open_5__iter__, /*tp_iter*/ __pyx_pw_6pygrib_4open_7__next__, /*tp_iternext*/ __pyx_methods_6pygrib_open, /*tp_methods*/ 0, /*tp_members*/ __pyx_getsets_6pygrib_open, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ 0, /*tp_dictoffset*/ __pyx_pw_6pygrib_4open_3__init__, /*tp_init*/ 0, /*tp_alloc*/ __pyx_tp_new_6pygrib_open, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ 0, /*tp_mro*/ 0, /*tp_cache*/ 0, /*tp_subclasses*/ 0, /*tp_weaklist*/ 0, /*tp_del*/ #if PY_VERSION_HEX >= 0x02060000 0, /*tp_version_tag*/ #endif }; static PyObject *__pyx_tp_new_6pygrib_index(PyTypeObject *t, PyObject *a, PyObject *k) { struct __pyx_obj_6pygrib_index *p; PyObject *o; o = (*t->tp_alloc)(t, 0); if (unlikely(!o)) return 0; p = ((struct __pyx_obj_6pygrib_index *)o); p->keys = Py_None; Py_INCREF(Py_None); p->types = Py_None; Py_INCREF(Py_None); p->name = Py_None; Py_INCREF(Py_None); if (unlikely(__pyx_pw_6pygrib_5index_1__cinit__(o, a, k) < 0)) { Py_DECREF(o); o = 0; } return o; } static void __pyx_tp_dealloc_6pygrib_index(PyObject *o) { struct __pyx_obj_6pygrib_index *p = (struct __pyx_obj_6pygrib_index *)o; PyObject_GC_UnTrack(o); { PyObject *etype, *eval, *etb; PyErr_Fetch(&etype, &eval, &etb); ++Py_REFCNT(o); __pyx_pw_6pygrib_5index_13__dealloc__(o); if (PyErr_Occurred()) PyErr_WriteUnraisable(o); --Py_REFCNT(o); PyErr_Restore(etype, eval, etb); } Py_CLEAR(p->keys); Py_CLEAR(p->types); Py_CLEAR(p->name); (*Py_TYPE(o)->tp_free)(o); } static int __pyx_tp_traverse_6pygrib_index(PyObject *o, visitproc v, void *a) { int e; struct __pyx_obj_6pygrib_index *p = (struct __pyx_obj_6pygrib_index *)o; if (p->keys) { e = (*v)(p->keys, a); if (e) return e; } if (p->types) { e = (*v)(p->types, a); if (e) return e; } if (p->name) { e = (*v)(p->name, a); if (e) return e; } return 0; } static int __pyx_tp_clear_6pygrib_index(PyObject *o) { struct __pyx_obj_6pygrib_index *p = (struct __pyx_obj_6pygrib_index *)o; PyObject* tmp; tmp = ((PyObject*)p->keys); p->keys = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); tmp = ((PyObject*)p->types); p->types = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); tmp = ((PyObject*)p->name); p->name = Py_None; Py_INCREF(Py_None); Py_XDECREF(tmp); return 0; } static PyObject *__pyx_getprop_6pygrib_5index_keys(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_6pygrib_5index_4keys_1__get__(o); } static int __pyx_setprop_6pygrib_5index_keys(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_6pygrib_5index_4keys_3__set__(o, v); } else { return __pyx_pw_6pygrib_5index_4keys_5__del__(o); } } static PyObject *__pyx_getprop_6pygrib_5index_types(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_6pygrib_5index_5types_1__get__(o); } static int __pyx_setprop_6pygrib_5index_types(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_6pygrib_5index_5types_3__set__(o, v); } else { return __pyx_pw_6pygrib_5index_5types_5__del__(o); } } static PyObject *__pyx_getprop_6pygrib_5index_name(PyObject *o, CYTHON_UNUSED void *x) { return __pyx_pw_6pygrib_5index_4name_1__get__(o); } static int __pyx_setprop_6pygrib_5index_name(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { if (v) { return __pyx_pw_6pygrib_5index_4name_3__set__(o, v); } else { return __pyx_pw_6pygrib_5index_4name_5__del__(o); } } static PyMethodDef __pyx_methods_6pygrib_index[] = { {__Pyx_NAMESTR("select"), (PyCFunction)__pyx_pw_6pygrib_5index_7select, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_6pygrib_5index_6select)}, {__Pyx_NAMESTR("write"), (PyCFunction)__pyx_pw_6pygrib_5index_9write, METH_O, __Pyx_DOCSTR(__pyx_doc_6pygrib_5index_8write)}, {__Pyx_NAMESTR("close"), (PyCFunction)__pyx_pw_6pygrib_5index_11close, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_6pygrib_5index_10close)}, {0, 0, 0, 0} }; static struct PyGetSetDef __pyx_getsets_6pygrib_index[] = { {(char *)"keys", __pyx_getprop_6pygrib_5index_keys, __pyx_setprop_6pygrib_5index_keys, 0, 0}, {(char *)"types", __pyx_getprop_6pygrib_5index_types, __pyx_setprop_6pygrib_5index_types, 0, 0}, {(char *)"name", __pyx_getprop_6pygrib_5index_name, __pyx_setprop_6pygrib_5index_name, 0, 0}, {0, 0, 0, 0, 0} }; static PyTypeObject __pyx_type_6pygrib_index = { PyVarObject_HEAD_INIT(0, 0) __Pyx_NAMESTR("pygrib.index"), /*tp_name*/ sizeof(struct __pyx_obj_6pygrib_index), /*tp_basicsize*/ 0, /*tp_itemsize*/ __pyx_tp_dealloc_6pygrib_index, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ #if PY_MAJOR_VERSION < 3 0, /*tp_compare*/ #else 0, /*reserved*/ #endif 0, /*tp_repr*/ 0, /*tp_as_number*/ 0, /*tp_as_sequence*/ 0, /*tp_as_mapping*/ 0, /*tp_hash*/ __pyx_pw_6pygrib_5index_5__call__, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ 0, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ __Pyx_DOCSTR(" \nindex(filename, *args)\n \nreturns grib index object given GRIB filename indexed by keys given in\n*args. The L{select} or L{__call__} method can then be used to selected grib messages\nbased on specified values of indexed keys.\nUnlike L{open.select}, containers or callables cannot be used to \nselect multiple key values.\nHowever, using L{index.select} is much faster than L{open.select}.\n\nB{Warning}: Searching for data within multi-field grib messages does not\nwork using an index (and is not supported by the \nU{GRIB API} library). NCEP\noften puts u and v winds together in a single multi-field grib message. You\nwill get incorrect results if you try to use an index to find data in these\nmessages. Use the slower, but more robust L{open.select} in this case.\n\nIf no key are given (i.e. *args is empty), it is assumed the filename represents a previously\nsaved index (created using the C{grib_index_build} tool or L{index.write}) instead of a GRIB file.\n\nExample usage:\n\n>>> import pygrib\n>>> grbindx=pygrib.index('sampledata/gfs.grb','shortName','typeOfLevel','level')\n>>> selected_grbs=grbindx.select(shortName='gh',typeOfLevel='isobaricInhPa',level=500)\n>>> for grb in selected_grbs:\n>>> grb\n1:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 500 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst\n>>> # __call__ method does same thing as select\n>>> selected_grbs=grbindx(shortName='u',typeOfLevel='isobaricInhPa',level=250)\n>>> for grb in selected_grbs:\n>>> grb\n1:u-component of wind:m s**-1 (instant):regular_ll:isobaricInhPa:level 250 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst\n>>> grbindx.write('gfs.grb.idx') # save index to a file\n>>> grbindx.close()\n>>> grbindx = pygrib.index('gfs.grb.idx') # re-open index (no keys specified)\n>>> for grb in selected_grbs:\n>>> grb\n1:u-component of wind:m s**-1 (instant):regular_ll:isobaricInhPa:level 250 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst\n\n@ivar keys: list of strings containing keys used in the index.\n\n@ivar types: if keys are typed, this list contains the type declarations\n(C{l}, C{s} or C{d}). Type declarations are specified by appending to the key\nname (i.e. C{level:l} will search for values of C{level} that are longs).\n"), /*tp_doc*/ __pyx_tp_traverse_6pygrib_index, /*tp_traverse*/ __pyx_tp_clear_6pygrib_index, /*tp_clear*/ 0, /*tp_richcompare*/ 0, /*tp_weaklistoffset*/ 0, /*tp_iter*/ 0, /*tp_iternext*/ __pyx_methods_6pygrib_index, /*tp_methods*/ 0, /*tp_members*/ __pyx_getsets_6pygrib_index, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ 0, /*tp_descr_get*/ 0, /*tp_descr_set*/ 0, /*tp_dictoffset*/ __pyx_pw_6pygrib_5index_3__init__, /*tp_init*/ 0, /*tp_alloc*/ __pyx_tp_new_6pygrib_index, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ 0, /*tp_mro*/ 0, /*tp_cache*/ 0, /*tp_subclasses*/ 0, /*tp_weaklist*/ 0, /*tp_del*/ #if PY_VERSION_HEX >= 0x02060000 0, /*tp_version_tag*/ #endif }; static PyMethodDef __pyx_methods[] = { {0, 0, 0, 0} }; #if PY_MAJOR_VERSION >= 3 static struct PyModuleDef __pyx_moduledef = { #if PY_VERSION_HEX < 0x03020000 { PyObject_HEAD_INIT(NULL) 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/* "pygrib.pyx":881 * if self.valid_key('typeOfLevel'): * inventory.append(':'+self['typeOfLevel']) * if self.valid_key('topLevel') and self.valid_key('bottomLevel'): # <<<<<<<<<<<<<< * toplev = None; botlev = None * levunits = 'unknown' */ __pyx_k_tuple_44 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__topLevel)); if (unlikely(!__pyx_k_tuple_44)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 881; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_44); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_44)); __pyx_k_tuple_45 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__bottomLevel)); if (unlikely(!__pyx_k_tuple_45)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 881; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_45); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_45)); /* "pygrib.pyx":884 * toplev = None; botlev = None * levunits = 'unknown' * if self.valid_key('unitsOfFirstFixedSurface'): # <<<<<<<<<<<<<< * levunits = self['unitsOfFirstFixedSurface'] * if self.valid_key('typeOfFirstFixedSurface') and self['typeOfFirstFixedSurface'] != 255: */ __pyx_k_tuple_47 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s_46)); if (unlikely(!__pyx_k_tuple_47)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 884; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_47); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_47)); /* "pygrib.pyx":886 * if self.valid_key('unitsOfFirstFixedSurface'): * levunits = self['unitsOfFirstFixedSurface'] * if self.valid_key('typeOfFirstFixedSurface') and self['typeOfFirstFixedSurface'] != 255: # <<<<<<<<<<<<<< * toplev = self['topLevel'] * if self.valid_key('scaledValueOfFirstFixedSurface') and\ */ __pyx_k_tuple_49 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s_48)); if (unlikely(!__pyx_k_tuple_49)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 886; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_49); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_49)); /* "pygrib.pyx":888 * if self.valid_key('typeOfFirstFixedSurface') and self['typeOfFirstFixedSurface'] != 255: * toplev = self['topLevel'] * if self.valid_key('scaledValueOfFirstFixedSurface') and\ # <<<<<<<<<<<<<< * self.valid_key('scaleFactorOfFirstFixedSurface'): * if self['scaleFactorOfFirstFixedSurface']: */ __pyx_k_tuple_51 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s_50)); if (unlikely(!__pyx_k_tuple_51)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 888; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_51); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_51)); /* "pygrib.pyx":889 * toplev = self['topLevel'] * if self.valid_key('scaledValueOfFirstFixedSurface') and\ * self.valid_key('scaleFactorOfFirstFixedSurface'): # <<<<<<<<<<<<<< * if self['scaleFactorOfFirstFixedSurface']: * toplev = self['scaledValueOfFirstFixedSurface']/\ */ __pyx_k_tuple_53 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s_52)); if (unlikely(!__pyx_k_tuple_53)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_53); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_53)); /* "pygrib.pyx":895 * else: * toplev = self['scaledValueOfFirstFixedSurface'] * if self.valid_key('typeOfSecondFixedSurface') and self['typeOfSecondFixedSurface'] != 255: # <<<<<<<<<<<<<< * botlev = self['bottomLevel'] * if self.valid_key('scaledValueOfSecondFixedSurface') and\ */ __pyx_k_tuple_55 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s_54)); if (unlikely(!__pyx_k_tuple_55)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 895; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_55); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_55)); /* "pygrib.pyx":897 * if self.valid_key('typeOfSecondFixedSurface') and self['typeOfSecondFixedSurface'] != 255: * botlev = self['bottomLevel'] * if self.valid_key('scaledValueOfSecondFixedSurface') and\ # <<<<<<<<<<<<<< * self.valid_key('scaleFactorOfSecondFixedSurface'): * if self['scaleFactorOfSecondFixedSurface']: */ __pyx_k_tuple_57 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s_56)); if (unlikely(!__pyx_k_tuple_57)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_57); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_57)); /* "pygrib.pyx":898 * botlev = self['bottomLevel'] * if self.valid_key('scaledValueOfSecondFixedSurface') and\ * self.valid_key('scaleFactorOfSecondFixedSurface'): # <<<<<<<<<<<<<< * if self['scaleFactorOfSecondFixedSurface']: * botlev = self['scaledValueOfSecondFixedSurface']/\ */ __pyx_k_tuple_59 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s_58)); if (unlikely(!__pyx_k_tuple_59)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_59); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_59)); /* "pygrib.pyx":913 * if levstring is not None: * inventory.append(levstring) * elif self.valid_key('level'): # <<<<<<<<<<<<<< * inventory.append(':level %s' % self['level']) * if self.has_key('stepRange'): */ __pyx_k_tuple_63 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__level)); if (unlikely(!__pyx_k_tuple_63)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 913; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_63); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_63)); /* "pygrib.pyx":915 * elif self.valid_key('level'): * inventory.append(':level %s' % self['level']) * if self.has_key('stepRange'): # <<<<<<<<<<<<<< * ftime = self['stepRange'] # computed key, uses stepUnits * if self.valid_key('stepType') and self['stepType'] != 'instant': */ __pyx_k_tuple_64 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__stepRange)); if (unlikely(!__pyx_k_tuple_64)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 915; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_64); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_64)); /* "pygrib.pyx":917 * if self.has_key('stepRange'): * ftime = self['stepRange'] # computed key, uses stepUnits * if self.valid_key('stepType') and self['stepType'] != 'instant': # <<<<<<<<<<<<<< * inventory.append(':fcst time %s %s (%s)'%\ * (ftime,self.fcstimeunits,self.stepType)) */ __pyx_k_tuple_65 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__stepType)); if (unlikely(!__pyx_k_tuple_65)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 917; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_65); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_65)); /* "pygrib.pyx":922 * else: * inventory.append(':fcst time %s %s'% (ftime,self.fcstimeunits)) * elif self.valid_key('forecastTime'): # <<<<<<<<<<<<<< * ftime = repr(self['forecastTime']) * inventory.append(':fcst time %s %s'% (ftime,self.fcstimeunits)) */ __pyx_k_tuple_68 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__forecastTime)); if (unlikely(!__pyx_k_tuple_68)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 922; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_68); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_68)); /* "pygrib.pyx":925 * ftime = repr(self['forecastTime']) * inventory.append(':fcst time %s %s'% (ftime,self.fcstimeunits)) * if self.valid_key('dataDate') and self.valid_key('dataTime'): # <<<<<<<<<<<<<< * inventory.append( * ':from '+repr(self['dataDate'])+'%04i' % self['dataTime']) */ __pyx_k_tuple_69 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__dataDate)); if (unlikely(!__pyx_k_tuple_69)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 925; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_69); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_69)); __pyx_k_tuple_70 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__dataTime)); if (unlikely(!__pyx_k_tuple_70)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 925; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_70); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_70)); /* "pygrib.pyx":931 * # inventory.append( * # ':valid '+repr(self['validityDate'])+repr(self['validityTime'])) * if self.valid_key('perturbationNumber') and\ # <<<<<<<<<<<<<< * self.valid_key('typeOfEnsembleForecast'): * ens_type = self['typeOfEnsembleForecast'] */ __pyx_k_tuple_73 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__perturbationNumber)); if (unlikely(!__pyx_k_tuple_73)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 931; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_73); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_73)); /* "pygrib.pyx":932 * # ':valid '+repr(self['validityDate'])+repr(self['validityTime'])) * if self.valid_key('perturbationNumber') and\ * self.valid_key('typeOfEnsembleForecast'): # <<<<<<<<<<<<<< * ens_type = self['typeOfEnsembleForecast'] * pert_num = self['perturbationNumber'] */ __pyx_k_tuple_75 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s_74)); if (unlikely(!__pyx_k_tuple_75)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 932; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_75); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_75)); /* "pygrib.pyx":943 * elif ens_type == 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"pygrib.pyx":961 * inventory.append(":"+self['probabilityTypeName']) * lowerlim = None * if self.valid_key('scaledValueOfLowerLimit') and\ # <<<<<<<<<<<<<< * self.valid_key('scaleFactorOfLowerLimit'): * if self['scaledValueOfLowerLimit'] and\ */ __pyx_k_tuple_90 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s_89)); if (unlikely(!__pyx_k_tuple_90)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 961; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_90); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_90)); /* "pygrib.pyx":962 * lowerlim = None * if self.valid_key('scaledValueOfLowerLimit') and\ * self.valid_key('scaleFactorOfLowerLimit'): # <<<<<<<<<<<<<< * if self['scaledValueOfLowerLimit'] and\ * self['scaleFactorOfLowerLimit']: */ __pyx_k_tuple_92 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s_91)); if (unlikely(!__pyx_k_tuple_92)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 962; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_92); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_92)); /* "pygrib.pyx":968 * np.power(10.0,self['scaleFactorOfLowerLimit']) * upperlim = None * if self.valid_key('scaledValueOfUpperLimit') and\ # <<<<<<<<<<<<<< * self.valid_key('scaleFactorOfUpperLimit'): * if self['scaledValueOfUpperLimit'] and\ */ __pyx_k_tuple_94 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s_93)); if (unlikely(!__pyx_k_tuple_94)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 968; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_94); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_94)); /* "pygrib.pyx":969 * upperlim = None * if self.valid_key('scaledValueOfUpperLimit') and\ * self.valid_key('scaleFactorOfUpperLimit'): # <<<<<<<<<<<<<< * if self['scaledValueOfUpperLimit'] and\ * self['scaleFactorOfUpperLimit']: */ __pyx_k_tuple_96 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s_95)); if (unlikely(!__pyx_k_tuple_96)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 969; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_96); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_96)); /* "pygrib.pyx":1101 * reduced_expand = self['gridType'] in ['reduced_ll','reduced_gg'] and self.expand_reduced * if self['gridType'] in ['regular_gg','regular_ll'] or reduced_expand: * nlats = masklat[:,0].sum() # <<<<<<<<<<<<<< * nlons = masklon[0,:].sum() * if ma.isMA(datsubset): */ __pyx_k_slice_100 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_slice_100)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_slice_100); __Pyx_GIVEREF(__pyx_k_slice_100); __pyx_k_tuple_101 = PyTuple_Pack(2, __pyx_k_slice_100, __pyx_int_0); if (unlikely(!__pyx_k_tuple_101)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1101; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_101); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_101)); /* "pygrib.pyx":1102 * if self['gridType'] in ['regular_gg','regular_ll'] or 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__pyx_f[0]; __pyx_lineno = 1249; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_110); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_110)); /* "pygrib.pyx":1313 * bytestr = b'values' * name = bytestr * usenceplib = self.packingType.startswith('grid_complex') # <<<<<<<<<<<<<< * # this workaround only needed for grib_api < 1.9.16. * if usenceplib: */ __pyx_k_tuple_111 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__grid_complex)); if (unlikely(!__pyx_k_tuple_111)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1313; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_111); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_111)); /* "pygrib.pyx":1329 * """private method for reshaping and removing mask from "values" array""" * if datarr.ndim > 2: * raise ValueError('array must be 1d or 2d') # <<<<<<<<<<<<<< * # if array is masked, put in masked values and convert to plain numpy array. * if ma.isMA(datarr): */ __pyx_k_tuple_113 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_112)); if (unlikely(!__pyx_k_tuple_113)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1329; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_113); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_113)); /* "pygrib.pyx":1334 * datarr = datarr.filled() * # raise error is expanded reduced grid array is supplied. * if self['gridType'].startswith('reduced'): # <<<<<<<<<<<<<< * if datarr.ndim != 1: * raise ValueError("reduced grid data array must be 1d") */ __pyx_k_tuple_114 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__reduced)); if (unlikely(!__pyx_k_tuple_114)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1334; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_114); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_114)); /* "pygrib.pyx":1336 * if self['gridType'].startswith('reduced'): * if datarr.ndim != 1: * raise ValueError("reduced grid data array must be 1d") # <<<<<<<<<<<<<< * if datarr.ndim == 2: * # check scan modes for rect grids. */ __pyx_k_tuple_116 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_115)); if (unlikely(!__pyx_k_tuple_116)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1336; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_116); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_116)); /* "pygrib.pyx":1351 * if self['alternativeRowScanning']: * datsave = datarr.copy() * datarr[1::2,::-1] = datsave[1::2,:] # <<<<<<<<<<<<<< * return datarr * def _reshape_mask(self, datarr): */ __pyx_k_slice_118 = PySlice_New(__pyx_int_1, Py_None, __pyx_int_2); if (unlikely(!__pyx_k_slice_118)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1351; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_slice_118); __Pyx_GIVEREF(__pyx_k_slice_118); __pyx_k_slice_119 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_slice_119)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1351; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_slice_119); __Pyx_GIVEREF(__pyx_k_slice_119); __pyx_k_tuple_120 = PyTuple_Pack(2, __pyx_k_slice_118, __pyx_k_slice_119); if (unlikely(!__pyx_k_tuple_120)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1351; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_120); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_120)); __pyx_k_slice_121 = PySlice_New(__pyx_int_1, Py_None, __pyx_int_2); if (unlikely(!__pyx_k_slice_121)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1351; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_slice_121); __Pyx_GIVEREF(__pyx_k_slice_121); __pyx_k_slice_122 = PySlice_New(Py_None, Py_None, __pyx_int_neg_1); if (unlikely(!__pyx_k_slice_122)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1351; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_slice_122); __Pyx_GIVEREF(__pyx_k_slice_122); __pyx_k_tuple_123 = PyTuple_Pack(2, __pyx_k_slice_121, __pyx_k_slice_122); if (unlikely(!__pyx_k_tuple_123)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1351; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_123); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_123)); /* "pygrib.pyx":1358 * from redtoreg import _redtoreg * if datarr.ndim > 2: * raise ValueError('array must be 1d or 2d') # <<<<<<<<<<<<<< * # reduced grid. * if self['gridType'].startswith('reduced'): */ __pyx_k_tuple_124 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_112)); if (unlikely(!__pyx_k_tuple_124)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1358; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_124); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_124)); /* "pygrib.pyx":1360 * raise ValueError('array must be 1d or 2d') * # reduced grid. * if self['gridType'].startswith('reduced'): # <<<<<<<<<<<<<< * try: * ny = self['Ny'] */ __pyx_k_tuple_125 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__reduced)); if (unlikely(!__pyx_k_tuple_125)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1360; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_125); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_125)); /* "pygrib.pyx":1365 * except: * ny = self['Nj'] * if self.has_key('missingValue'): # <<<<<<<<<<<<<< * missval = self['missingValue'] * else: */ __pyx_k_tuple_126 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__missingValue)); if (unlikely(!__pyx_k_tuple_126)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1365; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_126); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_126)); /* "pygrib.pyx":1374 * else: * nx = None * elif self.has_key('Nx') and self.has_key('Ny'): # <<<<<<<<<<<<<< * nx = self['Nx'] * ny = self['Ny'] */ __pyx_k_tuple_127 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__Nx)); if (unlikely(!__pyx_k_tuple_127)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1374; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_127); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_127)); __pyx_k_tuple_128 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__Ny)); if (unlikely(!__pyx_k_tuple_128)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1374; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_128); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_128)); /* "pygrib.pyx":1378 * ny = self['Ny'] * # key renamed from Ni to Nx in grib_api 1.8.0.1 * elif self.has_key('Ni') and self.has_key('Nj'): # <<<<<<<<<<<<<< * nx = self['Ni'] * ny = self['Nj'] */ __pyx_k_tuple_129 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__Ni)); if (unlikely(!__pyx_k_tuple_129)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1378; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_129); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_129)); __pyx_k_tuple_130 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__Nj)); if (unlikely(!__pyx_k_tuple_130)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1378; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_130); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_130)); /* "pygrib.pyx":1400 * if self['alternativeRowScanning']: * datsave = datarr.copy() * datarr[1::2,:] = datsave[1::2,::-1] # <<<<<<<<<<<<<< * # if there is a missingValue, and some values missing, * # create a masked array. */ __pyx_k_slice_131 = PySlice_New(__pyx_int_1, Py_None, __pyx_int_2); if (unlikely(!__pyx_k_slice_131)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1400; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_slice_131); __Pyx_GIVEREF(__pyx_k_slice_131); __pyx_k_slice_132 = PySlice_New(Py_None, Py_None, __pyx_int_neg_1); if (unlikely(!__pyx_k_slice_132)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1400; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_slice_132); __Pyx_GIVEREF(__pyx_k_slice_132); __pyx_k_tuple_133 = PyTuple_Pack(2, __pyx_k_slice_131, __pyx_k_slice_132); if (unlikely(!__pyx_k_tuple_133)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1400; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_133); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_133)); __pyx_k_slice_134 = PySlice_New(__pyx_int_1, Py_None, __pyx_int_2); if (unlikely(!__pyx_k_slice_134)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1400; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_slice_134); __Pyx_GIVEREF(__pyx_k_slice_134); __pyx_k_slice_135 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_slice_135)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1400; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_slice_135); __Pyx_GIVEREF(__pyx_k_slice_135); __pyx_k_tuple_136 = PyTuple_Pack(2, __pyx_k_slice_134, __pyx_k_slice_135); if (unlikely(!__pyx_k_tuple_136)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1400; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_136); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_136)); /* "pygrib.pyx":1403 * # if there is a missingValue, and some values missing, * # create a masked array. * if self.has_key('missingValue') and self['numberOfMissing']: # <<<<<<<<<<<<<< * datarr = ma.masked_values(datarr, self['missingValue']) * return datarr */ __pyx_k_tuple_137 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__missingValue)); if (unlikely(!__pyx_k_tuple_137)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1403; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_137); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_137)); /* "pygrib.pyx":1416 * # check for radius key, if it exists just use it * # and don't bother with shapeOfTheEarth * if self.has_key('radius'): # <<<<<<<<<<<<<< * projparams['a'] = self['radius'] * projparams['b'] = self['radius'] */ __pyx_k_tuple_138 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__radius)); if (unlikely(!__pyx_k_tuple_138)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1416; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_138); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_138)); /* "pygrib.pyx":1424 * projparams['b']=6371229.0 * elif self['shapeOfTheEarth'] in [3,7]: * if self.has_key('scaleFactorOfMajorAxisOfOblateSpheroidEarth'): # <<<<<<<<<<<<<< * scalea = self['scaleFactorOfMajorAxisOfOblateSpheroidEarth'] * scaleb = self['scaleFactorOfMinorAxisOfOblateSpheroidEarth'] */ __pyx_k_tuple_140 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s_139)); if (unlikely(!__pyx_k_tuple_140)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1424; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_140); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_140)); /* "pygrib.pyx":1452 * projparams['b']=6356775.0 * elif self['shapeOfTheEarth'] == 1: * if self.has_key('scaleFactorOfRadiusOfSphericalEarth'): # <<<<<<<<<<<<<< * scalea = self['scaleFactorOfRadiusOfSphericalEarth'] * if scalea and scalea is not missingvalue_int: */ __pyx_k_tuple_147 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s_146)); if (unlikely(!__pyx_k_tuple_147)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1452; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_147); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_147)); /* "pygrib.pyx":1474 * projparams['b']=6371200.0 * else: * if not tolerate_badgrib: raise ValueError('unknown shape of the earth flag') # <<<<<<<<<<<<<< * * if self['gridType'] in ['reduced_gg','reduced_ll','regular_gg','regular_ll']: # regular lat/lon grid */ __pyx_k_tuple_150 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_149)); if (unlikely(!__pyx_k_tuple_150)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1474; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_150); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_150)); /* "pygrib.pyx":1481 * projparams['proj']='stere' * projparams['lat_ts']=self['latitudeWhereDxAndDyAreSpecifiedInDegrees'] * if self.has_key('projectionCentreFlag'): # <<<<<<<<<<<<<< * projcenterflag = self['projectionCentreFlag'] * elif self.has_key('projectionCenterFlag'): */ __pyx_k_tuple_153 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s_152)); if (unlikely(!__pyx_k_tuple_153)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1481; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_153); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_153)); /* "pygrib.pyx":1483 * if self.has_key('projectionCentreFlag'): * projcenterflag = self['projectionCentreFlag'] * elif self.has_key('projectionCenterFlag'): # <<<<<<<<<<<<<< * projcenterflag = self['projectionCenterFlag'] * else: */ __pyx_k_tuple_155 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s_154)); if (unlikely(!__pyx_k_tuple_155)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1483; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_155); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_155)); /* "pygrib.pyx":1486 * projcenterflag = self['projectionCenterFlag'] * else: * if not tolerate_badgrib: raise KeyError('cannot find projection center flag') # <<<<<<<<<<<<<< * if projcenterflag == 0: * projparams['lat_0']=90. */ __pyx_k_tuple_157 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_156)); if (unlikely(!__pyx_k_tuple_157)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1486; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_157); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_157)); /* "pygrib.pyx":1594 * # (distinctLongitudes, distinctLatitudes throws error, * # so use np.linspace to define values) * if self.packingType.startswith('grid_complex'): # <<<<<<<<<<<<<< * # this is not strictly correct for gaussian grids, * # but the error is very small. */ __pyx_k_tuple_173 = PyTuple_Pack(1, ((PyObject *)__pyx_n_s__grid_complex)); if (unlikely(!__pyx_k_tuple_173)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1594; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_173); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_173)); /* "pygrib.pyx":1601 * else: * lats = self['distinctLatitudes'] * if lat2 < lat1 and lats[-1] > lats[0]: lats = lats[::-1] # <<<<<<<<<<<<<< * lons = self['distinctLongitudes'] * # don't trust distinctLongitudes */ __pyx_k_slice_174 = PySlice_New(Py_None, Py_None, __pyx_int_neg_1); if (unlikely(!__pyx_k_slice_174)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1601; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_slice_174); __Pyx_GIVEREF(__pyx_k_slice_174); /* "pygrib.pyx":1613 * lat2 = self['latitudeOfLastGridPointInDegrees'] * lats = self['distinctLatitudes'] * if lat2 < lat1 and lats[-1] > lats[0]: lats = lats[::-1] # <<<<<<<<<<<<<< * ny = self['Nj'] * nx = 2*ny */ __pyx_k_slice_175 = PySlice_New(Py_None, Py_None, __pyx_int_neg_1); if (unlikely(!__pyx_k_slice_175)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1613; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_slice_175); __Pyx_GIVEREF(__pyx_k_slice_175); /* "pygrib.pyx":1700 * if self.projparams['proj'] == 'nsper' and \ * self.projparams['a'] != self.projparams['b']: * raise ValueError('unsupported grid - earth not a perfect sphere') # <<<<<<<<<<<<<< * scale = float(self['grib2divider']) * # latitude of horizon on central meridian */ __pyx_k_tuple_179 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_178)); if (unlikely(!__pyx_k_tuple_179)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1700; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_179); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_179)); /* "pygrib.pyx":1885 * if args != (): * # is type is specified, strip it off. * keys = [arg.split(':')[0] for arg in args] # <<<<<<<<<<<<<< * # if type is declared, save it (None if not declared) * types = [] */ __pyx_k_tuple_184 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_33)); if (unlikely(!__pyx_k_tuple_184)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1885; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_184); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_184)); /* "pygrib.pyx":1890 * for arg in args: * try: * type = arg.split(':')[1] # <<<<<<<<<<<<<< * except IndexError: * type = None */ __pyx_k_tuple_185 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_33)); if (unlikely(!__pyx_k_tuple_185)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1890; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_185); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_185)); /* "pygrib.pyx":1935 * for k,v in kwargs.items(): * if self.keys is not None and k not in self.keys: * raise KeyError('key not part of grib index') # <<<<<<<<<<<<<< * if self.types is not None: * typ = self.types[self.keys.index(k)] */ __pyx_k_tuple_187 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_186)); if (unlikely(!__pyx_k_tuple_187)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1935; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_187); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_187)); /* "pygrib.pyx":1966 * raise RuntimeError(grib_get_error_message(err)) * else: * raise TypeError('value must be float, int or string') # <<<<<<<<<<<<<< * # if no matches found, raise an error. * if sizetot == 0: */ __pyx_k_tuple_189 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_188)); if (unlikely(!__pyx_k_tuple_189)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1966; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_189); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_189)); /* "pygrib.pyx":1969 * # if no matches found, raise an error. * if sizetot == 0: * raise ValueError('no matches found') # <<<<<<<<<<<<<< * # create a list of grib messages corresponding to selection. * messagenumber = 0; grbs = [] */ __pyx_k_tuple_190 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_12)); if (unlikely(!__pyx_k_tuple_190)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1969; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_190); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_190)); /* "pygrib.pyx":1983 * raise RuntimeError(grib_get_error_message(err)) * if not grbs: * raise ValueError('no matches found') # <<<<<<<<<<<<<< * # return the list of grib messages. * return grbs */ __pyx_k_tuple_191 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_12)); if (unlikely(!__pyx_k_tuple_191)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1983; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_191); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_191)); /* "pygrib.pyx":188 * from mpl_toolkits.basemap import pyproj * except: * raise ImportError("either pyproj or basemap required") # <<<<<<<<<<<<<< * from ncepgrib2 import Grib2Decode * import_array() */ __pyx_k_tuple_196 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_195)); if (unlikely(!__pyx_k_tuple_196)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_k_tuple_196); __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_196)); /* "pygrib.pyx":302 * #missingvalue_float = GRIB_MISSING_DOUBLE * missingvalue_float = -1.e100 # value given in grib_api.h version 1.90 * def _get_grib_api_version(): # <<<<<<<<<<<<<< * div = lambda v,d: (v/d,v%d) * v = 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break; } name++; } if (*name) continue; else { PyObject*** argname = argnames; while (argname != first_kw_arg) { if ((**argname == key) || ( (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) && _PyString_Eq(**argname, key))) { goto arg_passed_twice; } argname++; } } } else #endif if (likely(PyUnicode_Check(key))) { while (*name) { int cmp = (**name == key) ? 0 : #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 : #endif PyUnicode_Compare(**name, key); if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; if (cmp == 0) { values[name-argnames] = value; break; } name++; } if (*name) continue; else { PyObject*** argname = argnames; while (argname != first_kw_arg) { int cmp = (**argname == key) ? 0 : #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 : #endif PyUnicode_Compare(**argname, key); if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; if (cmp == 0) goto arg_passed_twice; argname++; } } } else goto invalid_keyword_type; if (kwds2) { if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; } else { goto invalid_keyword; } } return 0; arg_passed_twice: __Pyx_RaiseDoubleKeywordsError(function_name, key); goto bad; invalid_keyword_type: PyErr_Format(PyExc_TypeError, "%s() keywords must be strings", function_name); goto bad; invalid_keyword: PyErr_Format(PyExc_TypeError, #if PY_MAJOR_VERSION < 3 "%s() got an unexpected keyword argument '%s'", function_name, PyString_AsString(key)); #else "%s() got an unexpected keyword argument '%U'", function_name, key); #endif bad: return -1; } static PyObject * __Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure) { if (unlikely(op->func_doc == NULL)) { if (op->func.m_ml->ml_doc) { #if PY_MAJOR_VERSION >= 3 op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc); #else op->func_doc = PyString_FromString(op->func.m_ml->ml_doc); #endif if (unlikely(op->func_doc == NULL)) return NULL; } else { Py_INCREF(Py_None); return Py_None; } } Py_INCREF(op->func_doc); return op->func_doc; } static int __Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value) { PyObject *tmp = op->func_doc; if (value == NULL) value = Py_None; /* Mark as deleted */ Py_INCREF(value); op->func_doc = value; Py_XDECREF(tmp); return 0; } static PyObject * __Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op) { if (unlikely(op->func_name == NULL)) { #if PY_MAJOR_VERSION >= 3 op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name); #else op->func_name = PyString_InternFromString(op->func.m_ml->ml_name); #endif if (unlikely(op->func_name == NULL)) return NULL; } Py_INCREF(op->func_name); return op->func_name; } static int __Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value) { PyObject *tmp; #if PY_MAJOR_VERSION >= 3 if (unlikely(value == NULL || !PyUnicode_Check(value))) { #else if (unlikely(value == NULL || !PyString_Check(value))) { #endif PyErr_SetString(PyExc_TypeError, "__name__ must be set to a string object"); return -1; } tmp = op->func_name; Py_INCREF(value); op->func_name = value; Py_XDECREF(tmp); return 0; } static PyObject * __Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op) { Py_INCREF(op->func_qualname); return op->func_qualname; } static int __Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value) { PyObject *tmp; #if PY_MAJOR_VERSION >= 3 if (unlikely(value == NULL || !PyUnicode_Check(value))) { #else if (unlikely(value == NULL || !PyString_Check(value))) { #endif PyErr_SetString(PyExc_TypeError, "__qualname__ must be set to a string object"); return -1; } tmp = op->func_qualname; Py_INCREF(value); op->func_qualname = value; Py_XDECREF(tmp); return 0; } static PyObject * __Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure) { PyObject *self; self = m->func_closure; if (self == NULL) self = Py_None; Py_INCREF(self); return self; } static PyObject * __Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op) { if (unlikely(op->func_dict == NULL)) { op->func_dict = PyDict_New(); if (unlikely(op->func_dict == NULL)) return NULL; } Py_INCREF(op->func_dict); return op->func_dict; } static int __Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value) { PyObject *tmp; if (unlikely(value == NULL)) { PyErr_SetString(PyExc_TypeError, "function's dictionary may not be deleted"); return -1; } if (unlikely(!PyDict_Check(value))) { PyErr_SetString(PyExc_TypeError, "setting function's dictionary to a non-dict"); return -1; } tmp = op->func_dict; Py_INCREF(value); op->func_dict = value; Py_XDECREF(tmp); return 0; } static PyObject * __Pyx_CyFunction_get_globals(CYTHON_UNUSED __pyx_CyFunctionObject *op) { PyObject* dict = PyModule_GetDict(__pyx_m); Py_XINCREF(dict); return dict; } static PyObject * __Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op) { Py_INCREF(Py_None); return Py_None; } static PyObject * __Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op) { PyObject* result = (op->func_code) ? op->func_code : Py_None; Py_INCREF(result); return result; } static int __Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) { PyObject *res = op->defaults_getter((PyObject *) op); if (unlikely(!res)) return -1; op->defaults_tuple = PyTuple_GET_ITEM(res, 0); Py_INCREF(op->defaults_tuple); op->defaults_kwdict = PyTuple_GET_ITEM(res, 1); Py_INCREF(op->defaults_kwdict); Py_DECREF(res); return 0; } static int __Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value) { PyObject* tmp; if (!value) { value = Py_None; } else if (value != Py_None && !PyTuple_Check(value)) { PyErr_SetString(PyExc_TypeError, "__defaults__ must be set to a tuple object"); return -1; } Py_INCREF(value); tmp = op->defaults_tuple; op->defaults_tuple = value; Py_XDECREF(tmp); return 0; } static PyObject * __Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op) { PyObject* result = op->defaults_tuple; if (unlikely(!result)) { if (op->defaults_getter) { if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL; result = op->defaults_tuple; } else { result = Py_None; } } Py_INCREF(result); return result; } static int __Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value) { PyObject* tmp; if (!value) { value = Py_None; } else if (value != Py_None && !PyDict_Check(value)) { PyErr_SetString(PyExc_TypeError, "__kwdefaults__ must be set to a dict object"); return -1; } Py_INCREF(value); tmp = op->defaults_kwdict; op->defaults_kwdict = value; Py_XDECREF(tmp); return 0; } static PyObject * __Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op) { PyObject* result = op->defaults_kwdict; if (unlikely(!result)) { if (op->defaults_getter) { if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL; result = op->defaults_kwdict; } else { result = Py_None; } } Py_INCREF(result); return result; } static int __Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value) { PyObject* tmp; if (!value || value == Py_None) { value = NULL; } else if (!PyDict_Check(value)) { PyErr_SetString(PyExc_TypeError, "__annotations__ must be set to a dict object"); return -1; } Py_XINCREF(value); tmp = op->func_annotations; op->func_annotations = value; Py_XDECREF(tmp); return 0; } static PyObject * __Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op) { PyObject* result = op->func_annotations; if (unlikely(!result)) { result = PyDict_New(); if (unlikely(!result)) return NULL; op->func_annotations = result; } Py_INCREF(result); return result; } static PyGetSetDef __pyx_CyFunction_getsets[] = { {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, {(char *) "__doc__", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0}, {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0}, {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0}, {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0}, {0, 0, 0, 0, 0} }; #ifndef PY_WRITE_RESTRICTED /* < Py2.5 */ #define PY_WRITE_RESTRICTED WRITE_RESTRICTED #endif static PyMemberDef __pyx_CyFunction_members[] = { {(char *) "__module__", T_OBJECT, offsetof(__pyx_CyFunctionObject, func.m_module), PY_WRITE_RESTRICTED, 0}, {0, 0, 0, 0, 0} }; static PyObject * __Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args) { #if PY_MAJOR_VERSION >= 3 return PyUnicode_FromString(m->func.m_ml->ml_name); #else return PyString_FromString(m->func.m_ml->ml_name); #endif } static PyMethodDef __pyx_CyFunction_methods[] = { {__Pyx_NAMESTR("__reduce__"), (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0}, {0, 0, 0, 0} }; static PyObject *__Pyx_CyFunction_New(PyTypeObject *type, PyMethodDef *ml, int flags, PyObject* qualname, PyObject *closure, PyObject *module, PyObject* code) { __pyx_CyFunctionObject *op = PyObject_GC_New(__pyx_CyFunctionObject, type); if (op == NULL) return NULL; op->flags = flags; op->func_weakreflist = NULL; op->func.m_ml = ml; op->func.m_self = (PyObject *) op; Py_XINCREF(closure); op->func_closure = closure; Py_XINCREF(module); op->func.m_module = module; op->func_dict = NULL; op->func_name = NULL; Py_INCREF(qualname); op->func_qualname = qualname; op->func_doc = NULL; op->func_classobj = NULL; Py_XINCREF(code); op->func_code = code; op->defaults_pyobjects = 0; op->defaults = NULL; op->defaults_tuple = NULL; op->defaults_kwdict = NULL; op->defaults_getter = NULL; op->func_annotations = NULL; PyObject_GC_Track(op); return (PyObject *) op; } static int __Pyx_CyFunction_clear(__pyx_CyFunctionObject *m) { Py_CLEAR(m->func_closure); Py_CLEAR(m->func.m_module); Py_CLEAR(m->func_dict); Py_CLEAR(m->func_name); Py_CLEAR(m->func_qualname); Py_CLEAR(m->func_doc); Py_CLEAR(m->func_code); Py_CLEAR(m->func_classobj); Py_CLEAR(m->defaults_tuple); Py_CLEAR(m->defaults_kwdict); Py_CLEAR(m->func_annotations); if (m->defaults) { PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); int i; for (i = 0; i < m->defaults_pyobjects; i++) Py_XDECREF(pydefaults[i]); PyMem_Free(m->defaults); m->defaults = NULL; } return 0; } static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m) { PyObject_GC_UnTrack(m); if (m->func_weakreflist != NULL) PyObject_ClearWeakRefs((PyObject *) m); __Pyx_CyFunction_clear(m); PyObject_GC_Del(m); } static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg) { Py_VISIT(m->func_closure); Py_VISIT(m->func.m_module); Py_VISIT(m->func_dict); Py_VISIT(m->func_name); Py_VISIT(m->func_qualname); Py_VISIT(m->func_doc); Py_VISIT(m->func_code); Py_VISIT(m->func_classobj); Py_VISIT(m->defaults_tuple); Py_VISIT(m->defaults_kwdict); if (m->defaults) { PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); int i; for (i = 0; i < m->defaults_pyobjects; i++) Py_VISIT(pydefaults[i]); } return 0; } static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type) { __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) { Py_INCREF(func); return func; } if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) { if (type == NULL) type = (PyObject *)(Py_TYPE(obj)); return PyMethod_New(func, type, (PyObject *)(Py_TYPE(type))); } if (obj == Py_None) obj = NULL; return PyMethod_New(func, obj, type); } static PyObject* __Pyx_CyFunction_repr(__pyx_CyFunctionObject *op) { #if PY_MAJOR_VERSION >= 3 return PyUnicode_FromFormat("", op->func_qualname, (void *)op); #else return PyString_FromFormat("", PyString_AsString(op->func_qualname), (void *)op); #endif } #if CYTHON_COMPILING_IN_PYPY static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { PyCFunctionObject* f = (PyCFunctionObject*)func; PyCFunction meth = PyCFunction_GET_FUNCTION(func); PyObject *self = PyCFunction_GET_SELF(func); Py_ssize_t size; switch (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)) { case METH_VARARGS: if (likely(kw == NULL) || PyDict_Size(kw) == 0) return (*meth)(self, arg); break; case METH_VARARGS | METH_KEYWORDS: return (*(PyCFunctionWithKeywords)meth)(self, arg, kw); case METH_NOARGS: if (likely(kw == NULL) || PyDict_Size(kw) == 0) { size = PyTuple_GET_SIZE(arg); if (size == 0) return (*meth)(self, NULL); PyErr_Format(PyExc_TypeError, "%.200s() takes no arguments (%zd given)", f->m_ml->ml_name, size); return NULL; } break; case METH_O: if (likely(kw == NULL) || PyDict_Size(kw) == 0) { size = PyTuple_GET_SIZE(arg); if (size == 1) return (*meth)(self, PyTuple_GET_ITEM(arg, 0)); PyErr_Format(PyExc_TypeError, "%.200s() takes exactly one argument (%zd given)", f->m_ml->ml_name, size); return NULL; } break; default: PyErr_SetString(PyExc_SystemError, "Bad call flags in " "__Pyx_CyFunction_Call. METH_OLDARGS is no " "longer supported!"); return NULL; } PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments", f->m_ml->ml_name); return NULL; } #else static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { return PyCFunction_Call(func, arg, kw); } #endif static PyTypeObject __pyx_CyFunctionType_type = { PyVarObject_HEAD_INIT(0, 0) __Pyx_NAMESTR("cython_function_or_method"), /*tp_name*/ sizeof(__pyx_CyFunctionObject), /*tp_basicsize*/ 0, /*tp_itemsize*/ (destructor) __Pyx_CyFunction_dealloc, /*tp_dealloc*/ 0, /*tp_print*/ 0, /*tp_getattr*/ 0, /*tp_setattr*/ #if PY_MAJOR_VERSION < 3 0, /*tp_compare*/ #else 0, /*reserved*/ #endif (reprfunc) __Pyx_CyFunction_repr, /*tp_repr*/ 0, /*tp_as_number*/ 0, /*tp_as_sequence*/ 0, /*tp_as_mapping*/ 0, /*tp_hash*/ __Pyx_CyFunction_Call, /*tp_call*/ 0, /*tp_str*/ 0, /*tp_getattro*/ 0, /*tp_setattro*/ 0, /*tp_as_buffer*/ Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ 0, /*tp_doc*/ (traverseproc) __Pyx_CyFunction_traverse, /*tp_traverse*/ (inquiry) __Pyx_CyFunction_clear, /*tp_clear*/ 0, /*tp_richcompare*/ offsetof(__pyx_CyFunctionObject, func_weakreflist), /* tp_weaklistoffse */ 0, /*tp_iter*/ 0, /*tp_iternext*/ __pyx_CyFunction_methods, /*tp_methods*/ __pyx_CyFunction_members, /*tp_members*/ __pyx_CyFunction_getsets, /*tp_getset*/ 0, /*tp_base*/ 0, /*tp_dict*/ __Pyx_CyFunction_descr_get, /*tp_descr_get*/ 0, /*tp_descr_set*/ offsetof(__pyx_CyFunctionObject, func_dict),/*tp_dictoffset*/ 0, /*tp_init*/ 0, /*tp_alloc*/ 0, /*tp_new*/ 0, /*tp_free*/ 0, /*tp_is_gc*/ 0, /*tp_bases*/ 0, /*tp_mro*/ 0, /*tp_cache*/ 0, /*tp_subclasses*/ 0, /*tp_weaklist*/ 0, /*tp_del*/ #if PY_VERSION_HEX >= 0x02060000 0, /*tp_version_tag*/ #endif }; static int __Pyx_CyFunction_init(void) { #if !CYTHON_COMPILING_IN_PYPY __pyx_CyFunctionType_type.tp_call = PyCFunction_Call; #endif if (PyType_Ready(&__pyx_CyFunctionType_type) < 0) return -1; __pyx_CyFunctionType = &__pyx_CyFunctionType_type; return 0; } static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) { __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; m->defaults = PyMem_Malloc(size); if (!m->defaults) return PyErr_NoMemory(); memset(m->defaults, 0, size); m->defaults_pyobjects = pyobjects; return m->defaults; } static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) { __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; m->defaults_tuple = tuple; Py_INCREF(tuple); } static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) { __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; m->defaults_kwdict = dict; Py_INCREF(dict); } static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) { __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; m->func_annotations = dict; Py_INCREF(dict); } static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { PyErr_Format(PyExc_ValueError, "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); } static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { PyErr_Format(PyExc_ValueError, "need more than %" CYTHON_FORMAT_SSIZE_T "d value%s to unpack", index, (index == 1) ? "" : "s"); } static CYTHON_INLINE int __Pyx_IterFinish(void) { #if CYTHON_COMPILING_IN_CPYTHON PyThreadState *tstate = PyThreadState_GET(); PyObject* exc_type = tstate->curexc_type; if (unlikely(exc_type)) { if (likely(exc_type == PyExc_StopIteration) || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) { PyObject *exc_value, *exc_tb; exc_value = tstate->curexc_value; exc_tb = tstate->curexc_traceback; tstate->curexc_type = 0; tstate->curexc_value = 0; tstate->curexc_traceback = 0; Py_DECREF(exc_type); Py_XDECREF(exc_value); Py_XDECREF(exc_tb); return 0; } else { return -1; } } return 0; #else if (unlikely(PyErr_Occurred())) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { PyErr_Clear(); return 0; } else { return -1; } } return 0; #endif } static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { if (unlikely(retval)) { Py_DECREF(retval); __Pyx_RaiseTooManyValuesError(expected); return -1; } else { return __Pyx_IterFinish(); } return 0; } static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { #if CYTHON_COMPILING_IN_CPYTHON PyObject *tmp_type, *tmp_value, *tmp_tb; PyThreadState *tstate = PyThreadState_GET(); tmp_type = tstate->curexc_type; tmp_value = tstate->curexc_value; tmp_tb = tstate->curexc_traceback; tstate->curexc_type = type; tstate->curexc_value = value; tstate->curexc_traceback = tb; Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); #else PyErr_Restore(type, value, tb); #endif } static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { #if CYTHON_COMPILING_IN_CPYTHON PyThreadState *tstate = PyThreadState_GET(); *type = tstate->curexc_type; *value = tstate->curexc_value; *tb = tstate->curexc_traceback; tstate->curexc_type = 0; tstate->curexc_value = 0; tstate->curexc_traceback = 0; #else PyErr_Fetch(type, value, tb); #endif } #if PY_MAJOR_VERSION < 3 static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, CYTHON_UNUSED PyObject *cause) { Py_XINCREF(type); if (!value || value == Py_None) value = NULL; else Py_INCREF(value); if (!tb || tb == Py_None) tb = NULL; else { Py_INCREF(tb); if (!PyTraceBack_Check(tb)) { PyErr_SetString(PyExc_TypeError, "raise: arg 3 must be a traceback or None"); goto raise_error; } } #if PY_VERSION_HEX < 0x02050000 if (PyClass_Check(type)) { #else if (PyType_Check(type)) { #endif #if CYTHON_COMPILING_IN_PYPY if (!value) { Py_INCREF(Py_None); value = Py_None; } #endif PyErr_NormalizeException(&type, &value, &tb); } else { if (value) { PyErr_SetString(PyExc_TypeError, "instance exception may not have a separate value"); goto raise_error; } value = type; #if PY_VERSION_HEX < 0x02050000 if (PyInstance_Check(type)) { type = (PyObject*) ((PyInstanceObject*)type)->in_class; Py_INCREF(type); } else { type = 0; PyErr_SetString(PyExc_TypeError, "raise: exception must be an old-style class or instance"); goto raise_error; } #else type = (PyObject*) Py_TYPE(type); Py_INCREF(type); if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { PyErr_SetString(PyExc_TypeError, "raise: exception class must be a subclass of BaseException"); goto raise_error; } #endif } __Pyx_ErrRestore(type, value, tb); return; raise_error: Py_XDECREF(value); Py_XDECREF(type); Py_XDECREF(tb); return; } #else /* Python 3+ */ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { PyObject* owned_instance = NULL; if (tb == Py_None) { tb = 0; } else if (tb && !PyTraceBack_Check(tb)) { PyErr_SetString(PyExc_TypeError, "raise: arg 3 must be a traceback or None"); goto bad; } if (value == Py_None) value = 0; if (PyExceptionInstance_Check(type)) { if (value) { PyErr_SetString(PyExc_TypeError, "instance exception may not have a separate value"); goto bad; } value = type; type = (PyObject*) Py_TYPE(value); } else if (PyExceptionClass_Check(type)) { PyObject *args; if (!value) args = PyTuple_New(0); else if (PyTuple_Check(value)) { Py_INCREF(value); args = value; } else args = PyTuple_Pack(1, value); if (!args) goto bad; owned_instance = PyEval_CallObject(type, args); Py_DECREF(args); if (!owned_instance) goto bad; value = owned_instance; if (!PyExceptionInstance_Check(value)) { PyErr_Format(PyExc_TypeError, "calling %R should have returned an instance of " "BaseException, not %R", type, Py_TYPE(value)); goto bad; } } else { PyErr_SetString(PyExc_TypeError, "raise: exception class must be a subclass of BaseException"); goto bad; } #if PY_VERSION_HEX >= 0x03030000 if (cause) { #else if (cause && cause != Py_None) { #endif PyObject *fixed_cause; if (cause == Py_None) { fixed_cause = NULL; } else if (PyExceptionClass_Check(cause)) { fixed_cause = PyObject_CallObject(cause, NULL); if (fixed_cause == NULL) goto bad; } else if (PyExceptionInstance_Check(cause)) { fixed_cause = cause; Py_INCREF(fixed_cause); } else { PyErr_SetString(PyExc_TypeError, "exception causes must derive from " "BaseException"); goto bad; } PyException_SetCause(value, fixed_cause); } PyErr_SetObject(type, value); if (tb) { PyThreadState *tstate = PyThreadState_GET(); PyObject* tmp_tb = tstate->curexc_traceback; if (tb != tmp_tb) { Py_INCREF(tb); tstate->curexc_traceback = tb; Py_XDECREF(tmp_tb); } } bad: Py_XDECREF(owned_instance); return; } #endif static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) { PyObject *result; #if CYTHON_COMPILING_IN_CPYTHON result = PyDict_GetItem(__pyx_d, name); if (result) { Py_INCREF(result); } else { #else result = PyObject_GetItem(__pyx_d, name); if (!result) { PyErr_Clear(); #endif result = __Pyx_GetBuiltinName(name); } return result; } static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { if (unlikely(!type)) { PyErr_Format(PyExc_SystemError, "Missing type object"); return 0; } if (likely(PyObject_TypeCheck(obj, type))) return 1; PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", Py_TYPE(obj)->tp_name, type->tp_name); return 0; } static CYTHON_INLINE long __Pyx_div_long(long a, long b) { long q = a / b; long r = a - q*b; q -= ((r != 0) & ((r ^ b) < 0)); return q; } static CYTHON_INLINE int __Pyx_CheckKeywordStrings( PyObject *kwdict, const char* function_name, int kw_allowed) { PyObject* key = 0; Py_ssize_t pos = 0; #if CPYTHON_COMPILING_IN_PYPY if (!kw_allowed && PyDict_Next(kwdict, &pos, &key, 0)) goto invalid_keyword; return 1; #else while (PyDict_Next(kwdict, &pos, &key, 0)) { #if PY_MAJOR_VERSION < 3 if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) #endif if (unlikely(!PyUnicode_Check(key))) goto invalid_keyword_type; } if ((!kw_allowed) && unlikely(key)) goto invalid_keyword; return 1; invalid_keyword_type: PyErr_Format(PyExc_TypeError, "%s() keywords must be strings", function_name); return 0; #endif invalid_keyword: PyErr_Format(PyExc_TypeError, #if PY_MAJOR_VERSION < 3 "%s() got an unexpected keyword argument '%s'", function_name, PyString_AsString(key)); #else "%s() got an unexpected keyword argument '%U'", function_name, key); #endif return 0; } static CYTHON_INLINE PyObject *__Pyx_PyIter_Next2(PyObject* iterator, PyObject* defval) { PyObject* next; iternextfunc iternext = Py_TYPE(iterator)->tp_iternext; #if CYTHON_COMPILING_IN_CPYTHON if (unlikely(!iternext)) { #else if (unlikely(!iternext) || unlikely(!PyIter_Check(iterator))) { #endif PyErr_Format(PyExc_TypeError, "%.200s object is not an iterator", Py_TYPE(iterator)->tp_name); return NULL; } next = iternext(iterator); if (likely(next)) return next; #if CYTHON_COMPILING_IN_CPYTHON #if PY_VERSION_HEX >= 0x03010000 || (PY_MAJOR_VERSION < 3 && PY_VERSION_HEX >= 0x02070000) if (unlikely(iternext == &_PyObject_NextNotImplemented)) return NULL; #endif #endif if (defval) { PyObject* exc_type = PyErr_Occurred(); if (exc_type) { if (unlikely(exc_type != PyExc_StopIteration) && !PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) return NULL; PyErr_Clear(); } Py_INCREF(defval); return defval; } if (!PyErr_Occurred()) PyErr_SetNone(PyExc_StopIteration); return NULL; } static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) { PyObject *local_type, *local_value, *local_tb; #if CYTHON_COMPILING_IN_CPYTHON PyObject *tmp_type, *tmp_value, *tmp_tb; PyThreadState *tstate = PyThreadState_GET(); local_type = tstate->curexc_type; local_value = tstate->curexc_value; local_tb = tstate->curexc_traceback; tstate->curexc_type = 0; tstate->curexc_value = 0; tstate->curexc_traceback = 0; #else PyErr_Fetch(&local_type, &local_value, &local_tb); #endif PyErr_NormalizeException(&local_type, &local_value, &local_tb); #if CYTHON_COMPILING_IN_CPYTHON if (unlikely(tstate->curexc_type)) #else if (unlikely(PyErr_Occurred())) #endif goto bad; #if PY_MAJOR_VERSION >= 3 if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) goto bad; #endif Py_INCREF(local_type); Py_INCREF(local_value); Py_INCREF(local_tb); *type = local_type; *value = local_value; *tb = local_tb; #if CYTHON_COMPILING_IN_CPYTHON tmp_type = tstate->exc_type; tmp_value = tstate->exc_value; tmp_tb = tstate->exc_traceback; tstate->exc_type = local_type; tstate->exc_value = local_value; tstate->exc_traceback = local_tb; /* Make sure tstate is in a consistent state when we XDECREF these objects (DECREF may run arbitrary code). */ Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); #else PyErr_SetExcInfo(local_type, local_value, local_tb); #endif return 0; bad: *type = 0; *value = 0; *tb = 0; Py_XDECREF(local_type); Py_XDECREF(local_value); Py_XDECREF(local_tb); return -1; } static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); } static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, const char *name, int exact) { if (!type) { PyErr_Format(PyExc_SystemError, "Missing type object"); return 0; } if (none_allowed && obj == Py_None) return 1; else if (exact) { if (Py_TYPE(obj) == type) return 1; } else { if (PyObject_TypeCheck(obj, type)) return 1; } PyErr_Format(PyExc_TypeError, "Argument '%s' has incorrect type (expected %s, got %s)", name, type->tp_name, Py_TYPE(obj)->tp_name); return 0; } static double __Pyx__PyObject_AsDouble(PyObject* obj) { PyObject* float_value; #if CYTHON_COMPILING_IN_PYPY float_value = PyNumber_Float(obj); #else PyNumberMethods *nb = Py_TYPE(obj)->tp_as_number; if (likely(nb) && likely(nb->nb_float)) { float_value = nb->nb_float(obj); if (likely(float_value) && unlikely(!PyFloat_Check(float_value))) { PyErr_Format(PyExc_TypeError, "__float__ returned non-float (type %.200s)", Py_TYPE(float_value)->tp_name); Py_DECREF(float_value); goto bad; } } else if (PyUnicode_CheckExact(obj) || PyBytes_CheckExact(obj)) { #if PY_MAJOR_VERSION >= 3 float_value = PyFloat_FromString(obj); #else float_value = PyFloat_FromString(obj, 0); #endif } else { PyObject* args = PyTuple_New(1); if (unlikely(!args)) goto bad; PyTuple_SET_ITEM(args, 0, obj); float_value = PyObject_Call((PyObject*)&PyFloat_Type, args, 0); PyTuple_SET_ITEM(args, 0, 0); Py_DECREF(args); } #endif if (likely(float_value)) { double value = PyFloat_AS_DOUBLE(float_value); Py_DECREF(float_value); return value; } bad: return (double)-1; } static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { PyObject *r; if (!j) return NULL; r = PyObject_GetItem(o, j); Py_DECREF(j); return r; } static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, int wraparound, int boundscheck) { #if CYTHON_COMPILING_IN_CPYTHON if (wraparound & unlikely(i < 0)) i += PyList_GET_SIZE(o); if ((!boundscheck) || likely((0 <= i) & (i < PyList_GET_SIZE(o)))) { PyObject *r = PyList_GET_ITEM(o, i); Py_INCREF(r); return r; } return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); #else return PySequence_GetItem(o, i); #endif } static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, int wraparound, int boundscheck) { #if CYTHON_COMPILING_IN_CPYTHON if (wraparound & unlikely(i < 0)) i += PyTuple_GET_SIZE(o); if ((!boundscheck) || likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) { PyObject *r = PyTuple_GET_ITEM(o, i); Py_INCREF(r); return r; } return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); #else return PySequence_GetItem(o, i); #endif } static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, int wraparound, int boundscheck) { #if CYTHON_COMPILING_IN_CPYTHON if (is_list || PyList_CheckExact(o)) { Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); if ((!boundscheck) || (likely((n >= 0) & (n < PyList_GET_SIZE(o))))) { PyObject *r = PyList_GET_ITEM(o, n); Py_INCREF(r); return r; } } else if (PyTuple_CheckExact(o)) { Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); if ((!boundscheck) || likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) { PyObject *r = PyTuple_GET_ITEM(o, n); Py_INCREF(r); return r; } } else { PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; if (likely(m && m->sq_item)) { if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { Py_ssize_t l = m->sq_length(o); if (likely(l >= 0)) { i += l; } else { if (PyErr_ExceptionMatches(PyExc_OverflowError)) PyErr_Clear(); else return NULL; } } return m->sq_item(o, i); } } #else if (is_list || PySequence_Check(o)) { return PySequence_GetItem(o, i); } #endif return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); } static CYTHON_INLINE PyObject* __Pyx_decode_c_string( const char* cstring, Py_ssize_t start, Py_ssize_t stop, const char* encoding, const char* errors, PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) { Py_ssize_t length; if (unlikely((start < 0) | (stop < 0))) { length = strlen(cstring); if (start < 0) { start += length; if (start < 0) start = 0; } if (stop < 0) stop += length; } length = stop - start; if (unlikely(length <= 0)) return PyUnicode_FromUnicode(NULL, 0); cstring += start; if (decode_func) { return decode_func(cstring, length, errors); } else { return PyUnicode_Decode(cstring, length, encoding, errors); } } static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) { PyObject* value = __Pyx_PyObject_GetAttrStr(module, name); if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) { PyErr_Format(PyExc_ImportError, #if PY_MAJOR_VERSION < 3 "cannot import name %.230s", PyString_AS_STRING(name)); #else "cannot import name %S", name); #endif } return value; } #if PY_MAJOR_VERSION >= 3 static CYTHON_INLINE PyObject* __Pyx_PyDict_Items(PyObject* d) { return PyObject_CallMethodObjArgs(d, __pyx_n_s__items, NULL); } #endif static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) { int r; if (!j) return -1; r = PyObject_SetItem(o, j, v); Py_DECREF(j); return r; } static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, int is_list, int wraparound, int boundscheck) { #if CYTHON_COMPILING_IN_CPYTHON if (is_list || PyList_CheckExact(o)) { Py_ssize_t n = (!wraparound) ? i : ((likely(i >= 0)) ? i : i + PyList_GET_SIZE(o)); if ((!boundscheck) || likely((n >= 0) & (n < PyList_GET_SIZE(o)))) { PyObject* old = PyList_GET_ITEM(o, n); Py_INCREF(v); PyList_SET_ITEM(o, n, v); Py_DECREF(old); return 1; } } else { PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; if (likely(m && m->sq_ass_item)) { if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { Py_ssize_t l = m->sq_length(o); if (likely(l >= 0)) { i += l; } else { if (PyErr_ExceptionMatches(PyExc_OverflowError)) PyErr_Clear(); else return -1; } } return m->sq_ass_item(o, i, v); } } #else #if CYTHON_COMPILING_IN_PYPY if (is_list || (PySequence_Check(o) && !PyDict_Check(o))) { #else if (is_list || PySequence_Check(o)) { #endif return PySequence_SetItem(o, i, v); } #endif return __Pyx_SetItemInt_Generic(o, PyInt_FromSsize_t(i), v); } static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { #if CYTHON_COMPILING_IN_CPYTHON PyThreadState *tstate = PyThreadState_GET(); *type = tstate->exc_type; *value = tstate->exc_value; *tb = tstate->exc_traceback; Py_XINCREF(*type); Py_XINCREF(*value); Py_XINCREF(*tb); #else PyErr_GetExcInfo(type, value, tb); #endif } static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) { #if CYTHON_COMPILING_IN_CPYTHON PyObject *tmp_type, *tmp_value, *tmp_tb; PyThreadState *tstate = PyThreadState_GET(); tmp_type = tstate->exc_type; tmp_value = tstate->exc_value; tmp_tb = tstate->exc_traceback; tstate->exc_type = type; tstate->exc_value = value; tstate->exc_traceback = tb; Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); #else PyErr_SetExcInfo(type, value, tb); #endif } static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { PyObject *empty_list = 0; PyObject *module = 0; PyObject *global_dict = 0; PyObject *empty_dict = 0; PyObject *list; #if PY_VERSION_HEX < 0x03030000 PyObject *py_import; py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s____import__); if (!py_import) goto bad; #endif if (from_list) list = from_list; else { empty_list = PyList_New(0); if (!empty_list) goto bad; list = empty_list; } global_dict = PyModule_GetDict(__pyx_m); if (!global_dict) goto bad; empty_dict = PyDict_New(); if (!empty_dict) goto bad; #if PY_VERSION_HEX >= 0x02050000 { #if PY_MAJOR_VERSION >= 3 if (level == -1) { if (strchr(__Pyx_MODULE_NAME, '.')) { #if PY_VERSION_HEX < 0x03030000 PyObject *py_level = PyInt_FromLong(1); if (!py_level) goto bad; module = PyObject_CallFunctionObjArgs(py_import, name, global_dict, empty_dict, list, py_level, NULL); Py_DECREF(py_level); #else module = PyImport_ImportModuleLevelObject( name, global_dict, empty_dict, list, 1); #endif if (!module) { if (!PyErr_ExceptionMatches(PyExc_ImportError)) goto bad; PyErr_Clear(); } } level = 0; /* try absolute import on failure */ } #endif if (!module) { #if PY_VERSION_HEX < 0x03030000 PyObject *py_level = PyInt_FromLong(level); if (!py_level) goto bad; module = PyObject_CallFunctionObjArgs(py_import, name, global_dict, empty_dict, list, py_level, NULL); Py_DECREF(py_level); #else module = PyImport_ImportModuleLevelObject( name, global_dict, empty_dict, list, level); #endif } } #else if (level>0) { PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4."); goto bad; } module = PyObject_CallFunctionObjArgs(py_import, name, global_dict, empty_dict, list, NULL); #endif bad: #if PY_VERSION_HEX < 0x03030000 Py_XDECREF(py_import); #endif Py_XDECREF(empty_list); Py_XDECREF(empty_dict); return module; } static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { const unsigned char neg_one = (unsigned char)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(unsigned char) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(unsigned char)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to unsigned char" : "value too large to convert to unsigned char"); } return (unsigned char)-1; } return (unsigned char)val; } return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x); } static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) { const unsigned short neg_one = (unsigned short)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(unsigned short) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(unsigned short)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to unsigned short" : "value too large to convert to unsigned short"); } return (unsigned short)-1; } return (unsigned short)val; } return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x); } static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) { const unsigned int neg_one = (unsigned int)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(unsigned int) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(unsigned int)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to unsigned int" : "value too large to convert to unsigned int"); } return (unsigned int)-1; } return (unsigned int)val; } return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x); } static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) { const char neg_one = (char)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(char) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(char)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to char" : "value too large to convert to char"); } return (char)-1; } return (char)val; } return (char)__Pyx_PyInt_AsLong(x); } static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) { const short neg_one = (short)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(short) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(short)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to short" : "value too large to convert to short"); } return (short)-1; } return (short)val; } return (short)__Pyx_PyInt_AsLong(x); } static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) { const int neg_one = (int)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(int) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(int)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to int" : "value too large to convert to int"); } return (int)-1; } return (int)val; } return (int)__Pyx_PyInt_AsLong(x); } static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) { const signed char neg_one = (signed char)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(signed char) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(signed char)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to signed char" : "value too large to convert to signed char"); } return (signed char)-1; } return (signed char)val; } return (signed char)__Pyx_PyInt_AsSignedLong(x); } static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) { const signed short neg_one = (signed short)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(signed short) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(signed short)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to signed short" : "value too large to convert to signed short"); } return (signed short)-1; } return (signed short)val; } return (signed short)__Pyx_PyInt_AsSignedLong(x); } static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) { const signed int neg_one = (signed int)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(signed int) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(signed int)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to signed int" : "value too large to convert to signed int"); } return (signed int)-1; } return (signed int)val; } return (signed int)__Pyx_PyInt_AsSignedLong(x); } static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) { const int neg_one = (int)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(int) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(int)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to int" : "value too large to convert to int"); } return (int)-1; } return (int)val; } return (int)__Pyx_PyInt_AsLong(x); } #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS #include "longintrepr.h" #endif #endif static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) { const unsigned long neg_one = (unsigned long)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to unsigned long"); return (unsigned long)-1; } return (unsigned long)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(unsigned long)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return (unsigned long) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to unsigned long"); return (unsigned long)-1; } return (unsigned long)PyLong_AsUnsignedLong(x); } else { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(unsigned long)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return +(unsigned long) ((PyLongObject*)x)->ob_digit[0]; case -1: return -(unsigned long) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif return (unsigned long)PyLong_AsLong(x); } } else { unsigned long val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (unsigned long)-1; val = __Pyx_PyInt_AsUnsignedLong(tmp); Py_DECREF(tmp); return val; } } #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS #include "longintrepr.h" #endif #endif static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) { const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to unsigned PY_LONG_LONG"); return (unsigned PY_LONG_LONG)-1; } return (unsigned PY_LONG_LONG)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return (unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to unsigned PY_LONG_LONG"); return (unsigned PY_LONG_LONG)-1; } return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); } else { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return +(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; case -1: return -(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x); } } else { unsigned PY_LONG_LONG val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (unsigned PY_LONG_LONG)-1; val = __Pyx_PyInt_AsUnsignedLongLong(tmp); Py_DECREF(tmp); return val; } } #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS #include "longintrepr.h" #endif #endif static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject* x) { const long neg_one = (long)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to long"); return (long)-1; } return (long)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(long)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return (long) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to long"); return (long)-1; } return (long)PyLong_AsUnsignedLong(x); } else { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(long)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return +(long) ((PyLongObject*)x)->ob_digit[0]; case -1: return -(long) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif return (long)PyLong_AsLong(x); } } else { long val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (long)-1; val = __Pyx_PyInt_AsLong(tmp); Py_DECREF(tmp); return val; } } #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS #include "longintrepr.h" #endif #endif static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) { const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to PY_LONG_LONG"); return (PY_LONG_LONG)-1; } return (PY_LONG_LONG)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return (PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to PY_LONG_LONG"); return (PY_LONG_LONG)-1; } return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); } else { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return +(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; case -1: return -(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif return (PY_LONG_LONG)PyLong_AsLongLong(x); } } else { PY_LONG_LONG val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (PY_LONG_LONG)-1; val = __Pyx_PyInt_AsLongLong(tmp); Py_DECREF(tmp); return val; } } #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS #include "longintrepr.h" #endif #endif static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) { const signed long neg_one = (signed long)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to signed long"); return (signed long)-1; } return (signed long)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(signed long)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return (signed long) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to signed long"); return (signed long)-1; } return (signed long)PyLong_AsUnsignedLong(x); } else { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(signed long)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return +(signed long) ((PyLongObject*)x)->ob_digit[0]; case -1: return -(signed long) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif return (signed long)PyLong_AsLong(x); } } else { signed long val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (signed long)-1; val = __Pyx_PyInt_AsSignedLong(tmp); Py_DECREF(tmp); return val; } } #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS #include "longintrepr.h" #endif #endif static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) { const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to signed PY_LONG_LONG"); return (signed PY_LONG_LONG)-1; } return (signed PY_LONG_LONG)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return (signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to signed PY_LONG_LONG"); return (signed PY_LONG_LONG)-1; } return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); } else { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return +(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; case -1: return -(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif return (signed PY_LONG_LONG)PyLong_AsLongLong(x); } } else { signed PY_LONG_LONG val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (signed PY_LONG_LONG)-1; val = __Pyx_PyInt_AsSignedLongLong(tmp); Py_DECREF(tmp); return val; } } static int __Pyx_check_binary_version(void) { char ctversion[4], rtversion[4]; PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { char message[200]; PyOS_snprintf(message, sizeof(message), "compiletime version %s of module '%.100s' " "does not match runtime version %s", ctversion, __Pyx_MODULE_NAME, rtversion); #if PY_VERSION_HEX < 0x02050000 return PyErr_Warn(NULL, message); #else return PyErr_WarnEx(NULL, message, 1); #endif } return 0; } #ifndef __PYX_HAVE_RT_ImportModule #define __PYX_HAVE_RT_ImportModule static PyObject *__Pyx_ImportModule(const char *name) { PyObject *py_name = 0; PyObject *py_module = 0; py_name = __Pyx_PyIdentifier_FromString(name); if (!py_name) goto bad; py_module = PyImport_Import(py_name); Py_DECREF(py_name); return py_module; bad: Py_XDECREF(py_name); return 0; } #endif #ifndef __PYX_HAVE_RT_ImportType #define __PYX_HAVE_RT_ImportType static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict) { PyObject *py_module = 0; PyObject *result = 0; PyObject *py_name = 0; char warning[200]; Py_ssize_t basicsize; #ifdef Py_LIMITED_API PyObject *py_basicsize; #endif py_module = __Pyx_ImportModule(module_name); if (!py_module) goto bad; py_name = __Pyx_PyIdentifier_FromString(class_name); if (!py_name) goto bad; result = PyObject_GetAttr(py_module, py_name); Py_DECREF(py_name); py_name = 0; Py_DECREF(py_module); py_module = 0; if (!result) goto bad; if (!PyType_Check(result)) { PyErr_Format(PyExc_TypeError, "%s.%s is not a type object", module_name, class_name); goto bad; } #ifndef Py_LIMITED_API basicsize = ((PyTypeObject *)result)->tp_basicsize; #else py_basicsize = PyObject_GetAttrString(result, "__basicsize__"); if (!py_basicsize) goto bad; basicsize = PyLong_AsSsize_t(py_basicsize); Py_DECREF(py_basicsize); py_basicsize = 0; if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred()) goto bad; #endif if (!strict && (size_t)basicsize > size) { PyOS_snprintf(warning, sizeof(warning), "%s.%s size changed, may indicate binary incompatibility", module_name, class_name); #if PY_VERSION_HEX < 0x02050000 if (PyErr_Warn(NULL, warning) < 0) goto bad; #else if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad; #endif } else if ((size_t)basicsize != size) { PyErr_Format(PyExc_ValueError, "%s.%s has the wrong size, try recompiling", module_name, class_name); goto bad; } return (PyTypeObject *)result; bad: Py_XDECREF(py_module); Py_XDECREF(result); return NULL; } #endif static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { int start = 0, mid = 0, end = count - 1; if (end >= 0 && code_line > entries[end].code_line) { return count; } while (start < end) { mid = (start + end) / 2; if (code_line < entries[mid].code_line) { end = mid; } else if (code_line > entries[mid].code_line) { start = mid + 1; } else { return mid; } } if (code_line <= entries[mid].code_line) { return mid; } else { return mid + 1; } } static PyCodeObject *__pyx_find_code_object(int code_line) { PyCodeObject* code_object; int pos; if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { return NULL; } pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { return NULL; } code_object = __pyx_code_cache.entries[pos].code_object; Py_INCREF(code_object); return code_object; } static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { int pos, i; __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries; if (unlikely(!code_line)) { return; } if (unlikely(!entries)) { entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); if (likely(entries)) { __pyx_code_cache.entries = entries; __pyx_code_cache.max_count = 64; __pyx_code_cache.count = 1; entries[0].code_line = code_line; entries[0].code_object = code_object; Py_INCREF(code_object); } return; } pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { PyCodeObject* tmp = entries[pos].code_object; entries[pos].code_object = code_object; Py_DECREF(tmp); return; } if (__pyx_code_cache.count == __pyx_code_cache.max_count) { int new_max = __pyx_code_cache.max_count + 64; entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( __pyx_code_cache.entries, new_max*sizeof(__Pyx_CodeObjectCacheEntry)); if (unlikely(!entries)) { return; } __pyx_code_cache.entries = entries; __pyx_code_cache.max_count = new_max; } for (i=__pyx_code_cache.count; i>pos; i--) { entries[i] = entries[i-1]; } entries[pos].code_line = code_line; entries[pos].code_object = code_object; __pyx_code_cache.count++; Py_INCREF(code_object); } #include "compile.h" #include "frameobject.h" #include "traceback.h" static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( const char *funcname, int c_line, int py_line, const char *filename) { PyCodeObject *py_code = 0; PyObject *py_srcfile = 0; PyObject *py_funcname = 0; #if PY_MAJOR_VERSION < 3 py_srcfile = PyString_FromString(filename); #else py_srcfile = PyUnicode_FromString(filename); #endif if (!py_srcfile) goto bad; if (c_line) { #if PY_MAJOR_VERSION < 3 py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); #else py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); #endif } else { #if PY_MAJOR_VERSION < 3 py_funcname = PyString_FromString(funcname); #else py_funcname = PyUnicode_FromString(funcname); #endif } if (!py_funcname) goto bad; py_code = __Pyx_PyCode_New( 0, /*int argcount,*/ 0, /*int kwonlyargcount,*/ 0, /*int nlocals,*/ 0, /*int stacksize,*/ 0, /*int flags,*/ __pyx_empty_bytes, /*PyObject *code,*/ __pyx_empty_tuple, /*PyObject *consts,*/ __pyx_empty_tuple, /*PyObject *names,*/ __pyx_empty_tuple, /*PyObject *varnames,*/ __pyx_empty_tuple, /*PyObject *freevars,*/ __pyx_empty_tuple, /*PyObject *cellvars,*/ py_srcfile, /*PyObject *filename,*/ py_funcname, /*PyObject *name,*/ py_line, /*int firstlineno,*/ __pyx_empty_bytes /*PyObject *lnotab*/ ); Py_DECREF(py_srcfile); Py_DECREF(py_funcname); return py_code; bad: Py_XDECREF(py_srcfile); Py_XDECREF(py_funcname); return NULL; } static void __Pyx_AddTraceback(const char *funcname, int c_line, int py_line, const char *filename) { PyCodeObject *py_code = 0; PyObject *py_globals = 0; PyFrameObject *py_frame = 0; py_code = __pyx_find_code_object(c_line ? c_line : py_line); if (!py_code) { py_code = __Pyx_CreateCodeObjectForTraceback( funcname, c_line, py_line, filename); if (!py_code) goto bad; __pyx_insert_code_object(c_line ? c_line : py_line, py_code); } py_globals = PyModule_GetDict(__pyx_m); if (!py_globals) goto bad; py_frame = PyFrame_New( PyThreadState_GET(), /*PyThreadState *tstate,*/ py_code, /*PyCodeObject *code,*/ py_globals, /*PyObject *globals,*/ 0 /*PyObject *locals*/ ); if (!py_frame) goto bad; py_frame->f_lineno = py_line; PyTraceBack_Here(py_frame); bad: Py_XDECREF(py_code); Py_XDECREF(py_frame); } static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { while (t->p) { #if PY_MAJOR_VERSION < 3 if (t->is_unicode) { *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); } else if (t->intern) { *t->p = PyString_InternFromString(t->s); } else { *t->p = PyString_FromStringAndSize(t->s, t->n - 1); } #else /* Python 3+ has unicode identifiers */ if (t->is_unicode | t->is_str) { if (t->intern) { *t->p = PyUnicode_InternFromString(t->s); } else if (t->encoding) { *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); } else { *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); } } else { *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); } #endif if (!*t->p) return -1; ++t; } return 0; } static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char* c_str) { return __Pyx_PyUnicode_FromStringAndSize(c_str, strlen(c_str)); } static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject* o) { Py_ssize_t ignore; return __Pyx_PyObject_AsStringAndSize(o, &ignore); } static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT if ( #if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII __Pyx_sys_getdefaultencoding_not_ascii && #endif PyUnicode_Check(o)) { #if PY_VERSION_HEX < 0x03030000 char* defenc_c; PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL); if (!defenc) return NULL; defenc_c = PyBytes_AS_STRING(defenc); #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII { char* end = defenc_c + PyBytes_GET_SIZE(defenc); char* c; for (c = defenc_c; c < end; c++) { if ((unsigned char) (*c) >= 128) { PyUnicode_AsASCIIString(o); return NULL; } } } #endif /*__PYX_DEFAULT_STRING_ENCODING_IS_ASCII*/ *length = PyBytes_GET_SIZE(defenc); return defenc_c; #else /* PY_VERSION_HEX < 0x03030000 */ if (PyUnicode_READY(o) == -1) return NULL; #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII if (PyUnicode_IS_ASCII(o)) { *length = PyUnicode_GET_DATA_SIZE(o); return PyUnicode_AsUTF8(o); } else { PyUnicode_AsASCIIString(o); return NULL; } #else /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ return PyUnicode_AsUTF8AndSize(o, length); #endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ #endif /* PY_VERSION_HEX < 0x03030000 */ } else #endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT */ { char* result; int r = PyBytes_AsStringAndSize(o, &result, length); if (r < 0) { return NULL; } else { return result; } } } static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { int is_true = x == Py_True; if (is_true | (x == Py_False) | (x == Py_None)) return is_true; else return PyObject_IsTrue(x); } static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) { PyNumberMethods *m; const char *name = NULL; PyObject *res = NULL; #if PY_MAJOR_VERSION < 3 if (PyInt_Check(x) || PyLong_Check(x)) #else if (PyLong_Check(x)) #endif return Py_INCREF(x), x; m = Py_TYPE(x)->tp_as_number; #if PY_MAJOR_VERSION < 3 if (m && m->nb_int) { name = "int"; res = PyNumber_Int(x); } else if (m && m->nb_long) { name = "long"; res = PyNumber_Long(x); } #else if (m && m->nb_int) { name = "int"; res = PyNumber_Long(x); } #endif if (res) { #if PY_MAJOR_VERSION < 3 if (!PyInt_Check(res) && !PyLong_Check(res)) { #else if (!PyLong_Check(res)) { #endif PyErr_Format(PyExc_TypeError, "__%s__ returned non-%s (type %.200s)", name, name, Py_TYPE(res)->tp_name); Py_DECREF(res); return NULL; } } else if (!PyErr_Occurred()) { PyErr_SetString(PyExc_TypeError, "an integer is required"); } return res; } static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { Py_ssize_t ival; PyObject* x = PyNumber_Index(b); if (!x) return -1; ival = PyInt_AsSsize_t(x); Py_DECREF(x); return ival; } static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) { #if PY_VERSION_HEX < 0x02050000 if (ival <= LONG_MAX) return PyInt_FromLong((long)ival); else { unsigned char *bytes = (unsigned char *) &ival; int one = 1; int little = (int)*(unsigned char*)&one; return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0); } #else return PyInt_FromSize_t(ival); #endif } static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) { unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x); if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) { if ((val != (unsigned PY_LONG_LONG)-1) || !PyErr_Occurred()) PyErr_SetString(PyExc_OverflowError, "value too large to convert to size_t"); return (size_t)-1; } return (size_t)val; } #endif /* Py_PYTHON_H */ pygrib-1.9.8/pygrib.pyx000066400000000000000000002527051224541055300150770ustar00rootroot00000000000000""" Introduction ============ Python module for reading and writing GRIB (editions 1 and 2) files. GRIB is the World Meterological Organization U{standard} for distributing gridded data. The module is a python interface to the U{GRIB API} C library from the European Centre for Medium-Range Weather Forecasts (U{ECMWF}). Required ======== - U{Python} 2.4 or higher. - U{numpy} N-dimensional array object for python. Version 1.2.1 or higher (version 1.5.1 required for Python 3). - U{pyproj} Python interface to U{PROJ.4} library for cartographic transformations B{or} U{matplotlib} and the U{basemap} toolkit. Pyproj 1.8.9 is required for Python 3. - U{GRIB API} C library for encoding and decoding GRIB messages (edition 1 and edition 2). Version 1.8.0 or higher required. To be fully functional, the GRIB API library requires U{Jasper} or U{OpenJPEG} for JPEG200 encoding, and U{PNG} for PNG encoding. These dependencies are available via the package management system of most Linux distributions, and on MacOS X using U{macports}. If you build grib_api yourself as a static library on a 64-bit system you may need to set C{CFLAGS} to C{'-O2 -fPIC'} before running the C{configure} script. To use pygrib on Windows, you must use the U{Cygwin} environment, since the grib_api library requires a posix environment. Cygwin installation instructions are available U{here}. Installation ============ - U{Download} the source code. - pygrib installation options can either be set with environment variables, or specified in a text file (setup.cfg). To use environment variables, set C{$GRIBAPI_DIR}, C{$JASPER_DIR}, C{$OPENJPEG_DIR}, C{$PNG_DIR} and C{$ZLIB_DIR} so that the include files and libraries for GRIB API, Jasper, OpenJPEG, PNG and zlib will be found. For example, the include files for jasper should be found in C{$JASPER_DIR/include} or C{$JASPER_DIR/include/jasper}, and the jasper library should be found in C{$JASPER_DIR/lib} or C{$JASPER_DIR/lib64}. If any of those environment variables are not set, then it is assumed that GRIB API was not built with support for that library. If the libraries and include files are installed in separate locations, the environment variables C{$GRIBAPI_INCDIR} and C{$GRIBAPI_LIBDIR} can be used to define the locations separately (same goes for C{JASPER}, C{OPENJPEG}, C{PNG} and C{ZLIB}). To use setup.cfg, copy setup.cfg.template to setup.cfg, open setup.cfg in a text editor and follow the instructions in the comments for editing. - Run 'python setup.py build' and then 'python setup.py install', as root if necessary. Note that if you are using environment variables to specify the build options, you cannot build and install in one step with 'sudo python setup.py install', since sudo does not pass environment variables. Instead, run 'python setup.py build' first as a regular user, then run 'sudo python setup.py install' if the install directory requires admin or root privileges. - Run 'python test.py' to test your installation. - Look at examples in C{test} directory (most require U{matplotlib} and U{basemap}). - If you're on MacOS X, see U{README.macosx} for special instruction on how to install pygrib and all it's dependencies using U{macports}. Example usage ============= - from the python interpreter prompt, import the package:: >>> import pygrib - open a GRIB file, create a grib message iterator:: >>> grbs = pygrib.open('sampledata/flux.grb') - pygrib open instances behave like regular python file objects, with C{seek}, C{tell}, C{read}, C{readline} and C{close} methods, except that offsets are measured in grib messages instead of bytes:: >>> grbs.seek(2) >>> grbs.tell() 2 >>> grb = grbs.read(1)[0] # read returns a list with the next N (N=1 in this case) messages. >>> grb # printing a grib message object displays summary info 3:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 >>> grbs.tell() 3 - print an inventory of the file:: >>> grbs.seek(0) >>> for grb in grbs: >>> grb 1:Precipitation rate:kg m**-2 s**-1 (avg):regular_gg:surface:level 0:fcst time 108-120 hrs (avg):from 200402291200 2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200 3:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 4:Minimum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 - find the first grib message with a matching name:: >>> grb = grbs.select(name='Maximum temperature')[0] - extract the data values using the 'values' key (grb.keys() will return a list of the available keys):: # The data is returned as a numpy array, or if missing values or a bitmap # are present, a numpy masked array. Reduced lat/lon or gaussian grid # data is automatically expanded to a regular grid. Details of the internal # representation of the grib data (such as the scanning mode) are handled # automatically. >>> maxt = grb.values # same as grb['values'] >>> maxt.shape, maxt.min(), maxt.max() (94, 192) 223.7 319.9 - get the latitudes and longitudes of the grid:: >>> lats, lons = grb.latlons() >>> lats.shape, lats.min(), lats.max(), lons.shape, lons.min(), lons.max() (94, 192) -88.5419501373 88.5419501373 0.0 358.125 - get the second grib message:: >>> grb = grbs.message(2) # same as grbs.seek(1); grb=grbs.readline() >>> grb 2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200 - extract data and get lat/lon values for a subset over North America:: >>> data, lats, lons = grb.data(lat1=20,lat2=70,lon1=220,lon2=320) >>> data.shape, lats.min(), lats.max(), lons.min(), lons.max() (26, 53) 21.904439458 69.5216630593 221.25 318.75 - modify the values associated with existing keys (either via attribute or dictionary access):: >>> grb['forecastTime'] = 240 >>> grb.dataDate = 20100101 - get the binary string associated with the coded message:: >>> msg = grb.tostring() >>> grbs.close() # close the grib file. - write the modified message to a new GRIB file:: >>> grbout = open('test.grb','wb') >>> grbout.write(msg) >>> grbout.close() >>> pygrib.open('test.grb').readline() 1:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 240 hrs:from 201001011200 Documentation ============= - see below for the full python API documentation. Changelog ========= - see U{Changelog} file. @author: Jeffrey Whitaker. @contact: U{Jeff Whitaker} @version: 1.9.8 @copyright: copyright 2010 by Jeffrey Whitaker. @license: Permission to use, copy, modify, and distribute this software and its documentation for any purpose and without fee is hereby granted, provided that the above copyright notice appear in all copies and that both that copyright notice and this permission notice appear in supporting documentation. THE AUTHOR DISCLAIMS ALL WARRANTIES WITH REGARD TO THIS SOFTWARE, INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.""" __test__ = None del __test__ # hack so epydoc doesn't show __test__ __version__ = '1.9.8' import numpy as np import warnings from datetime import datetime from numpy import ma try: import pyproj except ImportError: try: from mpl_toolkits.basemap import pyproj except: raise ImportError("either pyproj or basemap required") from ncepgrib2 import Grib2Decode import_array() cdef extern from "stdlib.h": ctypedef long size_t void *malloc(size_t size) void free(void *ptr) cdef extern from "stdio.h": ctypedef struct FILE FILE *fopen(char *path, char *mode) int fclose(FILE *) size_t fwrite(void *ptr, size_t size, size_t nitems, FILE *stream) void rewind (FILE *) cdef extern from "Python.h": object PyBytes_FromStringAndSize(char *s, size_t size) default_encoding = 'ascii' cdef extern from "numpy/arrayobject.h": ctypedef int npy_intp ctypedef extern class numpy.ndarray [object PyArrayObject]: cdef char *data cdef int nd cdef npy_intp *dimensions cdef npy_intp *strides cdef object base cdef int flags npy_intp PyArray_SIZE(ndarray arr) npy_intp PyArray_ISCONTIGUOUS(ndarray arr) npy_intp PyArray_ISALIGNED(ndarray arr) void import_array() cdef extern from "grib_api.h": ctypedef struct grib_handle ctypedef struct grib_index ctypedef struct grib_keys_iterator ctypedef struct grib_context cdef enum: GRIB_TYPE_UNDEFINED GRIB_TYPE_LONG GRIB_TYPE_DOUBLE GRIB_TYPE_STRING GRIB_TYPE_BYTES GRIB_TYPE_SECTION GRIB_TYPE_LABEL GRIB_TYPE_MISSING GRIB_KEYS_ITERATOR_ALL_KEYS GRIB_KEYS_ITERATOR_SKIP_READ_ONLY GRIB_KEYS_ITERATOR_SKIP_OPTIONAL GRIB_KEYS_ITERATOR_SKIP_EDITION_SPECIFIC GRIB_KEYS_ITERATOR_SKIP_CODED GRIB_KEYS_ITERATOR_SKIP_COMPUTED GRIB_KEYS_ITERATOR_SKIP_FUNCTION GRIB_KEYS_ITERATOR_SKIP_DUPLICATES GRIB_MISSING_LONG GRIB_MISSING_DOUBLE int grib_get_size(grib_handle *h, char *name, size_t *size) int grib_get_native_type(grib_handle *h, char *name, int *type) int grib_get_long(grib_handle *h, char *name, long *ival) int grib_set_long(grib_handle *h, char *name, long val) int grib_get_long_array(grib_handle *h, char *name, long *ival, size_t *size) int grib_set_long_array(grib_handle *h, char *name, long *ival, size_t size) int grib_get_double(grib_handle *h, char *name, double *dval) int grib_set_double(grib_handle *h, char *name, double dval) int grib_get_double_array(grib_handle *h, char *name, double *dval, size_t *size) int grib_set_double_array(grib_handle *h, char *name, double *dval, size_t size) int grib_get_string(grib_handle *h, char *name, char *mesg, size_t *size) int grib_set_string(grib_handle *h, char *name, char *mesg, size_t *size) grib_keys_iterator* grib_keys_iterator_new(grib_handle* h,unsigned long filter_flags, char* name_space) int grib_keys_iterator_next(grib_keys_iterator *kiter) char* grib_keys_iterator_get_name(grib_keys_iterator *kiter) int grib_handle_delete(grib_handle* h) grib_handle* grib_handle_new_from_file(grib_context* c, FILE* f, int* error) char* grib_get_error_message(int code) int grib_keys_iterator_delete( grib_keys_iterator* kiter) void grib_multi_support_on(grib_context* c) void grib_multi_support_off(grib_context* c) int grib_get_message(grib_handle* h , void** message,size_t *message_length) int grib_get_message_copy(grib_handle* h , void* message,size_t *message_length) long grib_get_api_version() grib_handle* grib_handle_clone(grib_handle* h) grib_index* grib_index_new_from_file(grib_context* c,\ char* filename,char* keys,int *err) int grib_index_get_size(grib_index* index,char* key,size_t* size) int grib_index_get_long(grib_index* index,char* key,\ long* values,size_t *size) int grib_index_get_double(grib_index* index,char* key,\ double* values,size_t *size) int grib_index_get_string(grib_index* index,char* key,\ char** values,size_t *size) int grib_index_select_long(grib_index* index,char* key,long value) int grib_index_select_double(grib_index* index,char* key,double value) int grib_index_select_string(grib_index* index,char* key,char* value) grib_handle* grib_handle_new_from_index(grib_index* index,int *err) void grib_index_delete(grib_index* index) int grib_is_missing(grib_handle* h, char* key, int* err) grib_handle* grib_handle_new_from_message(grib_context * c, void * data,\ size_t data_len) grib_handle* grib_handle_new_from_message_copy(grib_context * c, void * data,\ size_t data_len) int grib_julian_to_datetime(double jd, long *year, long *month, long *day, long *hour, long *minute, long *second) int grib_datetime_to_julian(long year, long month, long day, long hour, long minute, long second, double *jd) int grib_get_gaussian_latitudes(long truncation,double* latitudes) int grib_index_write(grib_index *index, char *filename) grib_index* grib_index_read(grib_context* c, char* filename,int *err) int grib_count_in_file(grib_context* c, FILE* f,int* n) missingvalue_int = GRIB_MISSING_LONG #this doesn't work, since defined constants are assumed to be integers #missingvalue_float = GRIB_MISSING_DOUBLE missingvalue_float = -1.e100 # value given in grib_api.h version 1.90 def _get_grib_api_version(): div = lambda v,d: (v/d,v%d) v = grib_get_api_version() v,revision = div(v,100) v,minor = div(v,100) major = v return "%d.%d.%d" % (major,minor,revision) grib_api_version = _get_grib_api_version() tolerate_badgrib = False def tolerate_badgrib_on(): """ don't raise an exception when a missing or malformed key is encountered. """ global tolerate_badgrib tolerate_badgrib = True def tolerate_badgrib_off(): """ raise an exception when a missing or malformed key is encountered (default behavior). """ global tolerate_badgrib tolerate_badgrib = False def gaulats(object nlats): """ gaulats(nlats) Returns nlats gaussian latitudes, in degrees, oriented from north to south. nlats must be even.""" cdef ndarray lats if nlats%2: raise ValueError('nlats must be even') lats = np.empty(nlats, np.float64) grib_get_gaussian_latitudes(nlats/2, lats.data) return lats # dict for forecast time units (Code Table 4.4). _ftimedict = {} _ftimedict[0]='mins' _ftimedict[1]='hrs' _ftimedict[2]='days' _ftimedict[3]='months' _ftimedict[4]='yrs' _ftimedict[5]='decades' _ftimedict[6]='30 yr periods' _ftimedict[7]='centuries' _ftimedict[10]='3 hr periods' _ftimedict[11]='6 hr periods' _ftimedict[12]='12 hr periods' _ftimedict[13]='secs' # turn on support for multi-field grib messages. grib_multi_support_on(NULL) def multi_support_on(): """turn on support for multi-field grib messages (default)""" grib_multi_support_on(NULL) def multi_support_off(): """turn off support for multi-field grib messages""" grib_multi_support_off(NULL) cdef class open(object): """ open(filename) returns GRIB file iterator object given GRIB filename. When iterated, returns instances of the L{gribmessage} class. Behaves much like a python file object, with L{seek}, L{tell}, L{read} and L{close} methods, except that offsets are measured in grib messages instead of bytes. Additional methods include L{rewind} (like C{seek(0)}), L{message} (like C{seek(N-1)}; followed by C{readline()}), and L{select} (filters messages based on specified conditions). The C{__call__} method forwards to L{select}, and instances can be sliced with C{__getitem__} (returning lists of L{gribmessage} instances). The position of the iterator is not altered by slicing with C{__getitem__}. @ivar messages: The total number of grib messages in the file. @ivar messagenumber: The grib message number that the iterator currently points to (the value returned by L{tell}). @ivar name: The GRIB file which the instance represents.""" cdef FILE *_fd cdef grib_handle *_gh cdef public object name, messagenumber, messages, closed,\ has_multi_field_msgs def __cinit__(self, filename): # initialize C level objects. cdef grib_handle *gh cdef FILE *_fd bytestr = _strencode(filename) self._fd = fopen(bytestr, "rb") if self._fd == NULL: raise IOError("could not open %s", filename) self._gh = NULL def __init__(self, filename): cdef int err, ncount cdef grib_handle *gh # initalize Python level objects self.name = filename self.closed = False self.messagenumber = 0 # count number of messages in file. nmsgs = 0 while 1: gh = grib_handle_new_from_file(NULL, self._fd, &err) err = grib_handle_delete(gh) if gh == NULL: break nmsgs = nmsgs + 1 rewind(self._fd) self.messages = nmsgs err = grib_count_in_file(NULL, self._fd, &ncount) # if number of messages returned by grib_count_in_file # differs from brute-force method of counting, then # there must be multi-field messages in the file. if ncount != self.messages: self.has_multi_field_msgs=True else: self.has_multi_field_msgs=False def __iter__(self): return self def __next__(self): cdef grib_handle* gh cdef int err if self.messagenumber == self.messages: raise StopIteration if self._gh is not NULL: err = grib_handle_delete(self._gh) if err: raise RuntimeError(grib_get_error_message(err)) gh = grib_handle_new_from_file(NULL, self._fd, &err) if err: raise RuntimeError(grib_get_error_message(err)) if gh == NULL: raise StopIteration else: self._gh = gh self.messagenumber = self.messagenumber + 1 return _create_gribmessage(self._gh, self.messagenumber) def __getitem__(self, key): if type(key) == slice: # for a slice, return a list of grib messages. beg, end, inc = key.indices(self.messages) msg = self.tell() grbs = [self.message(n+1) for n in xrange(beg,end,inc)] self.seek(msg) # put iterator back in original position return grbs elif type(key) == int or type(key) == long: # for an integer, return a single grib message. msg = self.tell() grb = self.message(key) self.seek(msg) # put iterator back in original position return grb else: raise KeyError('key must be an integer message number or a slice') def __call__(self, **kwargs): """same as L{select}""" return self.select(**kwargs) def __enter__(self): return self def __exit__(self,atype,value,traceback): self.close() def tell(self): """returns position of iterator (grib message number, 0 means iterator is positioned at beginning of file).""" return self.messagenumber def seek(self, msg, from_what=0): """ seek(N,from_what=0) advance iterator N grib messages from beginning of file (if C{from_what=0}), from current position (if C{from_what=1}) or from the end of file (if C{from_what=2}).""" if from_what not in [0,1,2]: raise ValueError('from_what keyword arg to seek must be 0,1 or 2') if msg == 0: if from_what == 0: self.rewind() elif from_what == 1: return elif from_what == 2: self.message(self.messages) else: if from_what == 0: self.message(msg) elif from_what == 1: self.message(self.messagenumber+msg) elif from_what == 2: self.message(self.messages+msg) def readline(self): """ readline() read one entire grib message from the file. Returns a L{gribmessage} instance, or None if an EOF is encountered.""" try: if hasattr(self,'next'): grb = self.next() else: grb = next(self) except StopIteration: grb = None return grb def read(self,msgs=None): """ read(N=None) read N messages from current position, returning grib messages instances in a list. If N=None, all the messages to the end of the file are read. C{pygrib.open(f).read()} is equivalent to C{list(pygrib.open(f))}, both return a list containing L{gribmessage} instances for all the grib messages in the file C{f}. """ if msgs is None: grbs = self._advance(self.messages-self.messagenumber,return_msgs=True) else: grbs = self._advance(msgs,return_msgs=True) return grbs def close(self): """ close() close GRIB file, deallocate C structures associated with class instance""" cdef int err fclose(self._fd) if self._gh != NULL: err = grib_handle_delete(self._gh) if err: raise RuntimeError(grib_get_error_message(err)) self.closed = True self._fd = NULL def __dealloc__(self): # close file handle if there are no more references # to the object. cdef int err if self._fd: fclose(self._fd) def rewind(self): """rewind iterator (same as seek(0))""" # before rewinding, move iterator to end of file # to make sure it is not left in a funky state # (such as in the middle of a multi-part message, issue 54) while 1: gh = grib_handle_new_from_file(NULL, self._fd, &err) err = grib_handle_delete(gh) if gh == NULL: break rewind(self._fd) self.messagenumber = 0 def message(self, N): """ message(N) retrieve N'th message in iterator. same as seek(N-1) followed by readline().""" if N < 1: raise IOError('grb message numbers start at 1') # if iterator positioned past message N, reposition at beginning. if self.messagenumber >= N: self.rewind() # move iterator forward to message N. self._advance(N-self.messagenumber) return _create_gribmessage(self._gh, self.messagenumber) def select(self, **kwargs): """ select(**kwargs) return a list of L{gribmessage} instances from iterator filtered by kwargs. If keyword is a container object, each grib message in the iterator is searched for membership in the container. If keyword is a callable (has a _call__ method), each grib message in the iterator is tested using the callable (which should return a boolean). If keyword is not a container object or a callable, each grib message in the iterator is tested for equality. Example usage: >>> import pygrib >>> grbs = pygrib.open('sampledata/gfs.grb') >>> selected_grbs=grbs.select(shortName='gh',typeOfLevel='isobaricInhPa',level=10) >>> for grb in selected_grbs: grb 26:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 10 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst >>> # the __call__ method does the same thing >>> selected_grbs=grbs(shortName='gh',typeOfLevel='isobaricInhPa',level=10) >>> for grb in selected_grbs: grb 26:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 10 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst >>> # to select multiple specific key values, use containers (e.g. sequences) >>> selected_grbs=grbs(shortName=['u','v'],typeOfLevel='isobaricInhPa',level=[10,50]) >>> for grb in selected_grbs: grb 193:u-component of wind:m s**-1 (instant):regular_ll:isobaricInhPa:level 50 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst 194:v-component of wind:m s**-1 (instant):regular_ll:isobaricInhPa:level 50 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst 199:u-component of wind:m s**-1 (instant):regular_ll:isobaricInhPa:level 10 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst 200:v-component of wind:m s**-1 (instant):regular_ll:isobaricInhPa:level 10 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst >>> # to select key values based on a conditional expression, use a function >>> selected_grbs=grbs(shortName='gh',level=lambda l: l < 500 and l >= 300) >>> for grb in selected_grbs: grb 14:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 45000 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst 15:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 40000 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst 16:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 35000 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst 17:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 30000 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst """ msgnum = self.tell() self.rewind() # always search from beginning grbs = [grb for grb in self if _find(grb, **kwargs)] self.seek(msgnum) # leave iterator in original position. if not grbs: raise ValueError('no matches found') return grbs def _advance(self,nmsgs,return_msgs=False): """advance iterator n messages from current position. if return_msgs==True, grib message instances are returned in a list""" cdef int err if nmsgs < 0: raise ValueError('nmsgs must be >= 0 in _advance') if return_msgs: grbs=[] for n in range(self.messagenumber,self.messagenumber+nmsgs): err = grib_handle_delete(self._gh) if err: raise RuntimeError(grib_get_error_message(err)) self._gh = grib_handle_new_from_file(NULL, self._fd, &err) if err: raise RuntimeError(grib_get_error_message(err)) if self._gh == NULL: raise IOError('not that many messages in file') self.messagenumber = self.messagenumber + 1 if return_msgs: grbs.append(_create_gribmessage(self._gh, self.messagenumber)) if return_msgs: return grbs # keep track of python gribmessage attributes so they can be # distinguished from grib keys. _private_atts =\ ['_gh','fcstimeunits','expand_reduced','projparams','messagenumber','_all_keys','_ro_keys'] def julian_to_datetime(object jd): """ julian_to_datetime(julday) convert Julian day number to python datetime instance. Used to create validDate and analDate attributes from julianDay and forecastTime keys.""" cdef double julday cdef long year, month, day, hour, minute, second cdef int err julday = jd err = grib_julian_to_datetime(julday, &year, &month, &day, &hour, &minute, &second) if err: raise RuntimeError(grib_get_error_message(err)) return datetime(year, month, day, hour, minute, second) def datetime_to_julian(object d): """ datetime_to_julian(date) convert python datetime instance to Julian day number.""" cdef double julday cdef int err cdef long year, month, day, hour, minute, second year = d.year; month = d.month; day = d.day; hour = d.hour minute = d.minute; second = d.second err = grib_datetime_to_julian(year,month,day,hour,minute,second,&julday) if err: raise RuntimeError(grib_get_error_message(err)) return julday cdef _create_gribmessage(grib_handle *gh, object messagenumber): """factory function for creating gribmessage instances""" cdef gribmessage grb = gribmessage.__new__(gribmessage) grb.messagenumber = messagenumber grb.expand_reduced = True grb._gh = grib_handle_clone(gh) grb._all_keys = grb.keys() grb._ro_keys = grb._read_only_keys() grb._set_projparams() # set projection parameter dict. return setdates(grb) def fromstring(gribstring): """ fromstring(string) Create a gribmessage instance from a python bytes object representing a binary grib message (the reverse of L{gribmessage.tostring}). """ cdef char* gribstr cdef grib_handle * gh cdef gribmessage grb gribstr = gribstring gh = grib_handle_new_from_message_copy(NULL, gribstr, len(gribstring)) grb = gribmessage.__new__(gribmessage) grb.messagenumber = 1 grb.expand_reduced = True grb._gh = gh grb._all_keys = grb.keys() grb._ro_keys = grb._read_only_keys() grb._set_projparams() # set projection parameter dict. return setdates(grb) def setdates(gribmessage grb): """ setdates(grb) set fcstimeunits, analDate and validDate attributes using julianDay, forecastTime and indicatorOfUnitOfTimeRange. Called automatically when gribmessage instance created, but can be called manually to update keys if one of them is modified after instance creation. """ grb.fcstimeunits = "" if grb.has_key('indicatorOfUnitOfTimeRange') and\ grb.indicatorOfUnitOfTimeRange in _ftimedict: grb.fcstimeunits = _ftimedict[grb.indicatorOfUnitOfTimeRange] if grb.has_key('forecastTime'): if grb.has_key('stepRange'): # this is a hack to work around grib_api bug # sometimes stepUnits and indicatorOfUnitOfTimeRange # are inconsistent. grb.stepUnits = grb.indicatorOfUnitOfTimeRange ftime = grb['stepRange'] # computed key, uses stepUnits # if it's a range, use the end of the range to define validDate try: ftime = float(ftime.split('-')[1]) except: ftime = grb.forecastTime else: ftime = grb.forecastTime else: ftime = 0 if grb.has_key('julianDay'): # don't do anything if datetime fails (because of a miscoded julianDay) try: grb.analDate =\ julian_to_datetime(grb.julianDay) except ValueError: return grb if grb.fcstimeunits == 'hrs': try: grb.validDate =\ julian_to_datetime(grb.julianDay+ftime/24.) except ValueError: return grb elif grb.fcstimeunits == 'mins': try: grb.validDate =\ julian_to_datetime(grb.julianDay+ftime/1440.) except ValueError: return grb elif grb.fcstimeunits == 'days': try: grb.validDate =\ julian_to_datetime(grb.julianDay+ftime) except ValueError: return grb elif grb.fcstimeunits == 'secs': try: grb.validDate =\ julian_to_datetime(grb.julianDay+ftime/86400.) except ValueError: return grb elif grb.fcstimeunits == '3 hr periods': try: grb.validDate =\ julian_to_datetime(grb.julianDay+ftime/8.) except ValueError: return grb elif grb.fcstimeunits == '6 hr periods': try: grb.validDate =\ julian_to_datetime(grb.julianDay+ftime/4.) except ValueError: return grb elif grb.fcstimeunits == '12 hr periods': try: grb.validDate =\ julian_to_datetime(grb.julianDay+ftime/2.) except ValueError: return grb return grb def reload(gribmessage grb): """ reload(grb) Recreate gribmessage object, updating all the keys to be consistent with each other. For example, if the forecastTime key is changed, recreating the gribmessage object with this function will cause the analDate and verifDate keys to be updated accordingly. Equivalent to fromstring(grb.tostring())""" return fromstring(grb.tostring()) cdef class gribmessage(object): """ Grib message object. Each grib message has attributes corresponding to grib message keys for U{GRIB1 } and U{GRIB2 }. Parameter names are are given by the C{name}, C{shortName} and C{paramID} U{keys }. pygrib also defines some special attributes which are defined below under the heading B{Instance Variables}. @ivar messagenumber: The grib message number in the file. @ivar projparams: A dictionary containing proj4 key/value pairs describing the grid. Set to C{None} for unsupported grid types. @ivar expand_reduced: If True (default), reduced lat/lon and gaussian grids will be expanded to regular grids when data is accessed via "values" key. If False, data is kept on unstructured reduced grid, and is returned in a 1-d array. @ivar fcstimeunits: A string representing the forecast time units (an empty string if not defined). @ivar analDate: A python datetime instance describing the analysis date and time for the forecast. Only set if forecastTime and julianDay keys exist. @ivar validDate: A python datetime instance describing the valid date and time for the forecast. Only set if forecastTime and julianDay keys exist, and fcstimeunits is defined. If forecast time is a range, then C{validDate} corresponds to the end of the range.""" cdef grib_handle *_gh cdef public messagenumber, projparams, validDate, analDate,\ expand_reduced, _ro_keys, _all_keys, fcstimeunits def __init__(self): # calling "__new__()" will not call "__init__()" ! raise TypeError("This class cannot be instantiated from Python") def __dealloc__(self): # finalization (inverse of __cinit__): needed to allow garbage collector to free memory. cdef int err err = grib_handle_delete(self._gh) def __getattr__(self, item): # allow gribmessage keys to accessed like attributes. # this is tried after looking for item in self.__dict__.keys(). try: return self.__getitem__(item) except KeyError: raise AttributeError(item) def __setattr__(self, name, value): # allow gribmessage keys to be set like attributes. if name not in _private_atts: # these are grib message keys self[name] = value else: # these are python attributes. self.__dict__[name]=value def __repr__(self): """prints a short inventory of the grib message""" inventory = [] if self.valid_key('name'): if self['name'] != 'unknown': inventory.append(repr(self.messagenumber)+':'+self['name']) elif self.valid_key('parameterName'): inventory.append(repr(self.messagenumber)+':'+self['parameterName']) if self.valid_key('units'): if self['units'] != 'unknown': inventory.append(':'+self['units']) elif self.valid_key('parameterUnits'): inventory.append(':'+self['parameterUnits']) if self.valid_key('stepType'): inventory.append(' ('+self['stepType']+')') if self.valid_key('typeOfGrid') or self.valid_key('gridType'): if self.valid_key('typeOfGrid'): inventory.append(':'+self['typeOfGrid']) else: inventory.append(':'+self['gridType']) if self.valid_key('typeOfLevel'): inventory.append(':'+self['typeOfLevel']) if self.valid_key('topLevel') and self.valid_key('bottomLevel'): toplev = None; botlev = None levunits = 'unknown' if self.valid_key('unitsOfFirstFixedSurface'): levunits = self['unitsOfFirstFixedSurface'] if self.valid_key('typeOfFirstFixedSurface') and self['typeOfFirstFixedSurface'] != 255: toplev = self['topLevel'] if self.valid_key('scaledValueOfFirstFixedSurface') and\ self.valid_key('scaleFactorOfFirstFixedSurface'): if self['scaleFactorOfFirstFixedSurface']: toplev = self['scaledValueOfFirstFixedSurface']/\ np.power(10.0,self['scaleFactorOfFirstFixedSurface']) else: toplev = self['scaledValueOfFirstFixedSurface'] if self.valid_key('typeOfSecondFixedSurface') and self['typeOfSecondFixedSurface'] != 255: botlev = self['bottomLevel'] if self.valid_key('scaledValueOfSecondFixedSurface') and\ self.valid_key('scaleFactorOfSecondFixedSurface'): if self['scaleFactorOfSecondFixedSurface']: botlev = self['scaledValueOfSecondFixedSurface']/\ np.power(10.0,self['scaleFactorOfSecondFixedSurface']) else: botlev = self['scaledValueOfSecondFixedSurface'] levstring = None if botlev is None or toplev == botlev: levstring = ':level %s' % toplev else: levstring = ':levels %s-%s' % (toplev,botlev) if levunits != 'unknown': levstring = levstring+' %s' % levunits if levstring is not None: inventory.append(levstring) elif self.valid_key('level'): inventory.append(':level %s' % self['level']) if self.has_key('stepRange'): ftime = self['stepRange'] # computed key, uses stepUnits if self.valid_key('stepType') and self['stepType'] != 'instant': inventory.append(':fcst time %s %s (%s)'%\ (ftime,self.fcstimeunits,self.stepType)) else: inventory.append(':fcst time %s %s'% (ftime,self.fcstimeunits)) elif self.valid_key('forecastTime'): ftime = repr(self['forecastTime']) inventory.append(':fcst time %s %s'% (ftime,self.fcstimeunits)) if self.valid_key('dataDate') and self.valid_key('dataTime'): inventory.append( ':from '+repr(self['dataDate'])+'%04i' % self['dataTime']) #if self.valid_key('validityDate') and self.valid_key('validityTime'): # inventory.append( # ':valid '+repr(self['validityDate'])+repr(self['validityTime'])) if self.valid_key('perturbationNumber') and\ self.valid_key('typeOfEnsembleForecast'): ens_type = self['typeOfEnsembleForecast'] pert_num = self['perturbationNumber'] if ens_type == 0: inventory.append(":lo res cntl fcst") elif ens_type == 1: inventory.append(":hi res cntl fcst") elif ens_type == 2: inventory.append(":neg ens pert %d" % pert_num) elif ens_type == 3: inventory.append(":pos ens pert %d" % pert_num) if self.valid_key('derivedForecast'): if self['derivedForecast'] == 0: inventory.append(":ens mean") elif self['derivedForecast'] == 1: inventory.append(":weighted ens mean") elif self['derivedForecast'] == 2: inventory.append(":ens std dev") elif self['derivedForecast'] == 3: inventory.append(":normalized ens std dev") elif self['derivedForecast'] == 4: inventory.append(":ens spread") elif self['derivedForecast'] == 5: inventory.append(":ens large anomaly index") elif self['derivedForecast'] == 6: inventory.append(":ens mean of cluster") if self.valid_key('probabilityTypeName'): inventory.append(":"+self['probabilityTypeName']) lowerlim = None if self.valid_key('scaledValueOfLowerLimit') and\ self.valid_key('scaleFactorOfLowerLimit'): if self['scaledValueOfLowerLimit'] and\ self['scaleFactorOfLowerLimit']: lowerlim = self['scaledValueOfLowerLimit']/\ np.power(10.0,self['scaleFactorOfLowerLimit']) upperlim = None if self.valid_key('scaledValueOfUpperLimit') and\ self.valid_key('scaleFactorOfUpperLimit'): if self['scaledValueOfUpperLimit'] and\ self['scaleFactorOfUpperLimit']: upperlim = self['scaledValueOfUpperLimit']/\ np.power(10.0,self['scaleFactorOfUpperLimit']) if upperlim is not None and lowerlim is not None: inventory.append(" (%s-%s)" % (upperlim,lowerlim)) elif upperlim is not None: inventory.append(" (> %s)" % upperlim) elif lowerlim is not None: inventory.append(" (< %s)" % lowerlim) return ''.join(inventory) def _get_key(self, key, default=None): """get key if it exists, otherwise return default value (default None)""" if self.has_key(key): return self[key] else: return default def expand_grid(self,expand_reduced): """toggle expansion of reduced grids to regular grids""" self.expand_reduced = expand_reduced def is_missing(self,key): """ is_missing(key) returns True if value associated with key is equal to grib missing value flag (False otherwise)""" cdef int err,miss cdef char *name bytestr = _strencode(key) name = bytestr miss = grib_is_missing(self._gh, name, &err) if err: raise RuntimeError(grib_get_error_message(err)) if miss: return True else: return False def keys(self): """ keys() return keys associated with a grib message (a dictionary-like object) """ cdef grib_keys_iterator* gi cdef int err, typ cdef char *name # use cached keys if they exist. if self._all_keys is not None: return self._all_keys # if not, get keys from grib file. gi = grib_keys_iterator_new(self._gh,\ GRIB_KEYS_ITERATOR_ALL_KEYS, NULL) keys = [] while grib_keys_iterator_next(gi): name = grib_keys_iterator_get_name(gi) key = name.decode('ascii') # ignore these keys. if key in ["zero","one","eight","eleven","false","thousand","file", "localDir","7777","oneThousand"]: continue err = grib_get_native_type(self._gh, name, &typ) if err: # skip unreadable keys continue # keys with these types are ignored. if typ not in\ [GRIB_TYPE_UNDEFINED,GRIB_TYPE_SECTION,GRIB_TYPE_BYTES,GRIB_TYPE_LABEL,GRIB_TYPE_MISSING]: keys.append(key) err = grib_keys_iterator_delete(gi) if err: raise RuntimeError(grib_get_error_message(err)) return keys def _read_only_keys(self): """ _read_only_keys() return read-only keys associated with a grib message (a dictionary-like object) """ cdef grib_keys_iterator* gi cdef int err, typ cdef char *name if self._all_keys is None: self._all_keys = self.keys() gi = grib_keys_iterator_new(self._gh,\ GRIB_KEYS_ITERATOR_SKIP_READ_ONLY, NULL) keys_noro = [] while grib_keys_iterator_next(gi): name = grib_keys_iterator_get_name(gi) key = name.decode('ascii') keys_noro.append(key) err = grib_keys_iterator_delete(gi) if err: raise RuntimeError(grib_get_error_message(err)) keys_ro = [] for key in self._all_keys: if key not in keys_noro: keys_ro.append(key) return keys_ro def data(self,lat1=None,lat2=None,lon1=None,lon2=None): """ data(lat1=None,lat2=None,lon1=None,lon2=None) extract data, lats and lons for a subset region defined by the keywords lat1,lat2,lon1,lon2. The default values of lat1,lat2,lon1,lon2 are None, which means the entire grid is returned. If the grid type is unprojected lat/lon and a geographic subset is requested (by using the lat1,lat2,lon1,lon2 keywords), then 2-d arrays are returned, otherwise 1-d arrays are returned. """ data = self.values lats, lons = self.latlons() if lon1==lon2==lat1==lat2==None: datsubset = data; lonsubset = lons; latsubset = lats else: if lat1 is None: lat1 = lats.min() if lat2 is None: lat2 = lats.max() if lon1 is None: lon1 = lons.min() if lon2 is None: lon2 = lons.max() masklat = (lats >= lat1) & (lats <= lat2) masklon = (lons >= lon1) & (lons <= lon2) mask = masklat & masklon datsubset = data[mask] latsubset = lats[mask] lonsubset = lons[mask] # reshape lat/lon grids so returned arrays are 2-d instead of 1-d reduced_expand = self['gridType'] in ['reduced_ll','reduced_gg'] and self.expand_reduced if self['gridType'] in ['regular_gg','regular_ll'] or reduced_expand: nlats = masklat[:,0].sum() nlons = masklon[0,:].sum() if ma.isMA(datsubset): datsubset = ma.reshape(datsubset,(nlats,nlons)) else: datsubset = np.reshape(datsubset,(nlats,nlons)) latsubset = np.reshape(latsubset,(nlats,nlons)) lonsubset = np.reshape(lonsubset,(nlats,nlons)) return datsubset,latsubset, lonsubset def __setitem__(self, key, value): """ change values associated with existing grib keys. """ cdef int err, typ cdef size_t size cdef char *name cdef long longval cdef double doubleval cdef ndarray datarr cdef char *strdata if key in self._ro_keys: raise KeyError('key "%s" is read only' % key) if key not in self._all_keys: raise KeyError('can only modify existing grib keys (key "%s" not found)' % key ) bytestr = _strencode(key) name = bytestr err = grib_get_native_type(self._gh, name, &typ) if err: raise RuntimeError(grib_get_error_message(err)) elif typ == GRIB_TYPE_LONG: # is value an array or a scalar? datarr = np.asarray(value, np.int) is_array = False if datarr.shape: is_array = True if not is_array: # scalar longval = value err = grib_set_long(self._gh, name, longval) if err: raise RuntimeError(grib_get_error_message(err)) else: if key == 'values': datarr = self._unshape_mask(datarr) if not PyArray_ISCONTIGUOUS(datarr): datarr = datarr.copy() size = datarr.size err = grib_set_long_array(self._gh, name, datarr.data, size) if err: raise RuntimeError(grib_get_error_message(err)) elif typ == GRIB_TYPE_DOUBLE: # is value an array or a scalar? datarr = np.asarray(value, np.float) is_array = False if datarr.shape: is_array = True if not is_array: # scalar doubleval = value err = grib_set_double(self._gh, name, doubleval) if err: raise RuntimeError(grib_get_error_message(err)) else: if key == 'values': datarr = self._unshape_mask(datarr) if not PyArray_ISCONTIGUOUS(datarr): datarr = datarr.copy() size = datarr.size err = grib_set_double_array(self._gh, name, datarr.data, size) if err: raise RuntimeError(grib_get_error_message(err)) elif typ == GRIB_TYPE_STRING: size=len(value) bytestr = _strencode(value) strdata = bytestr err = grib_set_string(self._gh, name, strdata, &size) if err: raise RuntimeError(grib_get_error_message(err)) else: raise ValueError("unrecognized grib type % d" % typ) def __getitem__(self, key): """ access values associated with grib keys. The key "values" will return the data associated with the grib message. The data is returned as a numpy array, or if missing values or a bitmap are present, a numpy masked array. Reduced lat/lon or gaussian grid data is automatically expanded to a regular grid using linear interpolation (nearest neighbor if an adjacent grid point is a missing value).""" cdef int err, typ cdef size_t size cdef char *name cdef long longval cdef double doubleval cdef ndarray datarr cdef char strdata[1024] bytestr = _strencode(key) name = bytestr usenceplib = key == 'values' and self.packingType.startswith('grid_complex') # this workaround only needed for grib_api < 1.9.16. if usenceplib: size = self.numberOfValues else: err = grib_get_size(self._gh, name, &size) if err: if tolerate_badgrib: return None else: raise RuntimeError(grib_get_error_message(err)) # this workaround only needed for grib_api < 1.9.16. if usenceplib: typ = 2 err = 0 else: err = grib_get_native_type(self._gh, name, &typ) # force 'paramId' to be size 1 (it returns a size of 7, # which is a relic from earlier versions of grib_api in which # paramId was a string and not an integer) if key=='paramId' and typ == GRIB_TYPE_LONG: size=1 if err: raise RuntimeError(grib_get_error_message(err)) elif typ == GRIB_TYPE_LONG: if size == 1: # scalar err = grib_get_long(self._gh, name, &longval) if err: raise RuntimeError(grib_get_error_message(err)) return longval else: # array if self.has_key('jPointsAreConsecutive') and\ self['jPointsAreConsecutive']: storageorder='F' else: storageorder='C' datarr = np.zeros(size, np.int, order=storageorder) err = grib_get_long_array(self._gh, name, datarr.data, &size) if err: raise RuntimeError(grib_get_error_message(err)) if key == 'values': return self._reshape_mask(datarr) else: return datarr elif typ == GRIB_TYPE_DOUBLE: if size == 1: # scalar err = grib_get_double(self._gh, name, &doubleval) if err: raise RuntimeError(grib_get_error_message(err)) return doubleval else: # array if self.has_key('jPointsAreConsecutive') and\ self['jPointsAreConsecutive']: storageorder='F' else: storageorder='C' if usenceplib: # use ncep lib to decode data (workaround for grib_api # bug with second-order complex packing). grb = Grib2Decode(self.tostring(), gribmsg=True) return grb.data() else: datarr = np.zeros(size, np.double, order=storageorder) err = grib_get_double_array(self._gh, name, datarr.data, &size) if err: raise RuntimeError(grib_get_error_message(err)) if key == 'values': return self._reshape_mask(datarr) else: return datarr elif typ == GRIB_TYPE_STRING: size=1024 # grib_get_size returns 1 ? err = grib_get_string(self._gh, name, strdata, &size) if err: raise RuntimeError(grib_get_error_message(err)) msg = strdata.decode(default_encoding) return msg.rstrip() else: raise ValueError("unrecognized grib type % d" % typ) def has_key(self,key): """ has_key(key) tests whether a grib message object has a specified key. """ return key in self._all_keys def valid_key(self,key): """ valid_key(key) tests whether a grib message object has a specified key, it is not missing and it has a value that can be read. """ ret = key in self._all_keys # if key exists, but value is missing, return False. if ret and self.is_missing(key): ret = False if ret: try: self[key] except: ret = False return ret def tostring(self): """ tostring() return coded grib message in a binary string. """ cdef int err cdef size_t size cdef void *message cdef char *name cdef FILE *out bytestr = b'values' name = bytestr usenceplib = self.packingType.startswith('grid_complex') # this workaround only needed for grib_api < 1.9.16. if usenceplib: size = self.numberOfValues else: err = grib_get_size(self._gh, name, &size) if err: raise RuntimeError(grib_get_error_message(err)) err = grib_get_message(self._gh, &message, &size) if err: raise RuntimeError(grib_get_error_message(err)) msg = PyBytes_FromStringAndSize(message, size) return msg def _unshape_mask(self, datarr): """private method for reshaping and removing mask from "values" array""" if datarr.ndim > 2: raise ValueError('array must be 1d or 2d') # if array is masked, put in masked values and convert to plain numpy array. if ma.isMA(datarr): datarr = datarr.filled() # raise error is expanded reduced grid array is supplied. if self['gridType'].startswith('reduced'): if datarr.ndim != 1: raise ValueError("reduced grid data array must be 1d") if datarr.ndim == 2: # check scan modes for rect grids. # columns scan in the -y direction (so flip) #if not self['jScansPositively']: # datsave = datarr.copy() # datarr[::-1,:] = datsave[:,:] # rows scan in the -x direction (so flip) #if self['iScansNegatively']: # datsave = datarr.copy() # datarr[:,::-1] = datsave[:,:] # adjacent rows scan in opposite direction. # (flip every other row) if self['alternativeRowScanning']: datsave = datarr.copy() datarr[1::2,::-1] = datsave[1::2,:] return datarr def _reshape_mask(self, datarr): """private method for reshaping and adding mask to "values" array""" cdef double missval from redtoreg import _redtoreg if datarr.ndim > 2: raise ValueError('array must be 1d or 2d') # reduced grid. if self['gridType'].startswith('reduced'): try: ny = self['Ny'] except: ny = self['Nj'] if self.has_key('missingValue'): missval = self['missingValue'] else: missval = 1.e30 if self.expand_reduced: nx = 2*ny datarr = _redtoreg(2*ny, self['pl'], datarr, missval) else: nx = None elif self.has_key('Nx') and self.has_key('Ny'): nx = self['Nx'] ny = self['Ny'] # key renamed from Ni to Nx in grib_api 1.8.0.1 elif self.has_key('Ni') and self.has_key('Nj'): nx = self['Ni'] ny = self['Nj'] else: # probably spectral data. return datarr if ny != GRIB_MISSING_LONG and nx != GRIB_MISSING_LONG and\ self.expand_reduced: datarr.shape = (ny,nx) # check scan modes for rect grids. if datarr.ndim == 2: # columns scan in the -y direction (so flip) #if not self['jScansPositively']: # datsave = datarr.copy() # datarr[:,:] = datsave[::-1,:] # rows scan in the -x direction (so flip) #if self['iScansNegatively']: # datsave = datarr.copy() # datarr[:,:] = datsave[:,::-1] # adjacent rows scan in opposite direction. # (flip every other row) if self['alternativeRowScanning']: datsave = datarr.copy() datarr[1::2,:] = datsave[1::2,::-1] # if there is a missingValue, and some values missing, # create a masked array. if self.has_key('missingValue') and self['numberOfMissing']: datarr = ma.masked_values(datarr, self['missingValue']) return datarr def _set_projparams(self): """ sets the C{projparams} instance variable to a dictionary containing proj4 key/value pairs describing the grid. """ projparams = {} # check for radius key, if it exists just use it # and don't bother with shapeOfTheEarth if self.has_key('radius'): projparams['a'] = self['radius'] projparams['b'] = self['radius'] else: if self['shapeOfTheEarth'] == 6: projparams['a']=6371229.0 projparams['b']=6371229.0 elif self['shapeOfTheEarth'] in [3,7]: if self.has_key('scaleFactorOfMajorAxisOfOblateSpheroidEarth'): scalea = self['scaleFactorOfMajorAxisOfOblateSpheroidEarth'] scaleb = self['scaleFactorOfMinorAxisOfOblateSpheroidEarth'] if scalea and scalea is not missingvalue_int: scalea = np.power(10.0,-scalea) if self['shapeOfTheEarth'] == 3: # radius in km scalea = 1000.*scalea else: scalea = 1 if scaleb and scaleb is not missingvalue_int: scaleb = np.power(10.0,-scaleb) if self['shapeOfTheEarth'] == 3: # radius in km scaleb = 1000.*scaleb else: scaleb = 1. else: scalea = 1. scaleb = 1. if grib_api_version < 10900: projparams['a']=self['scaledValueOfMajorAxisOfOblateSpheroidEarth']*scalea projparams['b']=self['scaledValueOfMinorAxisOfOblateSpheroidEarth']*scaleb else: projparams['a']=self['scaledValueOfEarthMajorAxis']*scalea projparams['b']=self['scaledValueOfEarthMinorAxis']*scaleb elif self['shapeOfTheEarth'] == 2: projparams['a']=6378160.0 projparams['b']=6356775.0 elif self['shapeOfTheEarth'] == 1: if self.has_key('scaleFactorOfRadiusOfSphericalEarth'): scalea = self['scaleFactorOfRadiusOfSphericalEarth'] if scalea and scalea is not missingvalue_int: scalea = np.power(10.0,-scalea) else: scalea = 1 scaleb = scalea else: scalea = 1. scaleb = 1. projparams['a']=self['scaledValueOfRadiusOfSphericalEarth']*scalea projparams['b']=self['scaledValueOfRadiusOfSphericalEarth']*scaleb elif self['shapeOfTheEarth'] == 0: projparams['a']=6367470.0 projparams['b']=6367470.0 elif self['shapeOfTheEarth'] == 5: # WGS84 projparams['a']=6378137.0 projparams['b']=6356752.3142 elif self['shapeOfTheEarth'] == 8: projparams['a']=6371200.0 projparams['b']=6371200.0 else: if not tolerate_badgrib: raise ValueError('unknown shape of the earth flag') if self['gridType'] in ['reduced_gg','reduced_ll','regular_gg','regular_ll']: # regular lat/lon grid projparams['proj']='cyl' elif self['gridType'] == 'polar_stereographic': projparams['proj']='stere' projparams['lat_ts']=self['latitudeWhereDxAndDyAreSpecifiedInDegrees'] if self.has_key('projectionCentreFlag'): projcenterflag = self['projectionCentreFlag'] elif self.has_key('projectionCenterFlag'): projcenterflag = self['projectionCenterFlag'] else: if not tolerate_badgrib: raise KeyError('cannot find projection center flag') if projcenterflag == 0: projparams['lat_0']=90. else: projparams['lat_0']=-90. projparams['lon_0']=self['orientationOfTheGridInDegrees'] elif self['gridType'] == 'lambert': projparams['proj']='lcc' projparams['lon_0']=self['LoVInDegrees'] projparams['lat_0']=self['LaDInDegrees'] projparams['lat_1']=self['Latin1InDegrees'] projparams['lat_2']=self['Latin2InDegrees'] elif self['gridType'] =='albers': projparams['proj']='aea' scale = float(self['grib2divider']) projparams['lon_0']=self['LoV']/scale if self['truncateDegrees']: projparams['lon_0'] = int(projparams['lon_0']) projparams['lat_0']=self['LaD']/scale if self['truncateDegrees']: projparams['lat_0'] = int(projparams['lat_0']) projparams['lat_1']=self['Latin1']/scale if self['truncateDegrees']: projparams['lat_1'] = int(projparams['lat_1']) projparams['lat_2']=self['Latin2']/scale if self['truncateDegrees']: projparams['lat_2'] = int(projparams['lat_2']) elif self['gridType'] == 'space_view': projparams['lon_0']=self['longitudeOfSubSatellitePointInDegrees'] projparams['lat_0']=self['latitudeOfSubSatellitePointInDegrees'] if projparams['lat_0'] == 0.: # if lat_0 is equator, it's a projparams['proj'] = 'geos' # general case of 'near-side perspective projection' (untested) else: projparams['proj'] = 'nsper' scale = float(self['grib2divider']) projparams['h'] = projparams['a'] * self['Nr']/scale # h is measured from surface of earth at equator. projparams['h'] = projparams['h']-projparams['a'] elif self['gridType'] == "equatorial_azimuthal_equidistant": projparams['lat_0'] = self['standardParallel']/1.e6 projparams['lon_0'] = self['centralLongitude']/1.e6 projparams['proj'] = 'aeqd' elif self['gridType'] == "lambert_azimuthal_equal_area": projparams['lat_0'] = self['standardParallel']/1.e6 projparams['lon_0'] = self['centralLongitude']/1.e6 projparams['proj'] = 'laea' elif self['gridType'] == 'mercator': scale = self._get_key('grib2divider',False) if scale: scale = float(scale) else: scale = 1000. lon1 = self['longitudeOfFirstGridPoint']/scale lon2 = self['longitudeOfLastGridPoint']/scale if self._get_key('truncateDegrees',False): lon1 = int(lon1) lon2 = int(lon2) if self._get_key('LaD',False): projparams['lat_ts'] = self['LaD']/scale else: projparams['lat_ts'] = self['Latin']/scale projparams['lon_0']=0.5*(lon1+lon2) projparams['proj']='merc' elif self['gridType'] in ['rotated_ll','rotated_gg']: rot_angle = self['angleOfRotationInDegrees'] pole_lat = self['latitudeOfSouthernPoleInDegrees'] pole_lon = self['longitudeOfSouthernPoleInDegrees'] projparams['o_proj']='longlat' projparams['proj']='ob_tran' projparams['o_lat_p']=-pole_lat projparams['o_lon_p']=rot_angle projparams['lon_0']=pole_lon else: # unsupported grid type. projparams = None self.projparams = projparams def latlons(self): """ latlons() compute lats and lons (in degrees) of grid. Currently handles reg. lat/lon, global gaussian, mercator, stereographic, lambert conformal, albers equal-area, space-view, azimuthal equidistant, reduced gaussian, reduced lat/lon, lambert azimuthal equal-area, rotated lat/lon and rotated gaussian grids. @return: C{B{lats},B{lons}}, numpy arrays containing latitudes and longitudes of grid (in degrees). """ if self.projparams is None: raise ValueError('unsupported grid %s' % self['gridType']) if self['gridType'] in ['regular_gg','regular_ll']: # regular lat/lon grid nx = self['Ni'] ny = self['Nj'] lon1 = self['longitudeOfFirstGridPointInDegrees'] lon2 = self['longitudeOfLastGridPointInDegrees'] if lon1 >= 0 and lon2 < 0 and self.iDirectionIncrement > 0: lon2 = 360+lon2 if lon1 >= 0 and lon2 < lon1 and self.iDirectionIncrement > 0: lon1 = lon1-360 lat1 = self['latitudeOfFirstGridPointInDegrees'] lat2 = self['latitudeOfLastGridPointInDegrees'] # workaround for grib_api bug with complex packing. # (distinctLongitudes, distinctLatitudes throws error, # so use np.linspace to define values) if self.packingType.startswith('grid_complex'): # this is not strictly correct for gaussian grids, # but the error is very small. lats = np.linspace(lat1,lat2,ny) lons = np.linspace(lon1,lon2,nx) else: lats = self['distinctLatitudes'] if lat2 < lat1 and lats[-1] > lats[0]: lats = lats[::-1] lons = self['distinctLongitudes'] # don't trust distinctLongitudes # when longitudeOfLastGridPointInDegrees < 0 # (bug in grib_api 1.9.16) if lon2 < 0: lons = np.linspace(lon1,lon2,nx) lons,lats = np.meshgrid(lons,lats) elif self['gridType'] == 'reduced_gg': # reduced global gaussian grid lat1 = self['latitudeOfFirstGridPointInDegrees'] lat2 = self['latitudeOfLastGridPointInDegrees'] lats = self['distinctLatitudes'] if lat2 < lat1 and lats[-1] > lats[0]: lats = lats[::-1] ny = self['Nj'] nx = 2*ny lon1 = self['longitudeOfFirstGridPointInDegrees'] lon2 = self['longitudeOfLastGridPointInDegrees'] lons = np.linspace(lon1,lon2,nx) lons,lats = np.meshgrid(lons,lats) elif self['gridType'] == 'reduced_ll': # reduced lat/lon grid ny = self['Nj'] nx = 2*ny lat1 = self['latitudeOfFirstGridPointInDegrees'] lat2 = self['latitudeOfLastGridPointInDegrees'] lon1 = self['longitudeOfFirstGridPointInDegrees'] lon2 = self['longitudeOfLastGridPointInDegrees'] lons = np.linspace(lon1,lon2,nx) lats = np.linspace(lat1,lat2,ny) lons,lats = np.meshgrid(lons,lats) elif self['gridType'] == 'polar_stereographic': lat1 = self['latitudeOfFirstGridPointInDegrees'] lon1 = self['longitudeOfFirstGridPointInDegrees'] try: nx = self['Nx'] ny = self['Ny'] except: nx = self['Ni'] ny = self['Nj'] # key renamed from xDirectionGridLengthInMetres to # DxInMetres grib_api 1.8.0.1. try: dx = self['DxInMetres'] except: dx = self['xDirectionGridLengthInMetres'] try: dy = self['DyInMetres'] except: dy = self['yDirectionGridLengthInMetres'] pj = pyproj.Proj(self.projparams) llcrnrx, llcrnry = pj(lon1,lat1) x = llcrnrx+dx*np.arange(nx) y = llcrnry+dy*np.arange(ny) x, y = np.meshgrid(x, y) lons, lats = pj(x, y, inverse=True) elif self['gridType'] == 'lambert': lat1 = self['latitudeOfFirstGridPointInDegrees'] lon1 = self['longitudeOfFirstGridPointInDegrees'] try: nx = self['Nx'] ny = self['Ny'] except: nx = self['Ni'] ny = self['Nj'] dx = self['DxInMetres'] dy = self['DyInMetres'] pj = pyproj.Proj(self.projparams) llcrnrx, llcrnry = pj(lon1,lat1) x = llcrnrx+dx*np.arange(nx) y = llcrnry+dy*np.arange(ny) x, y = np.meshgrid(x, y) lons, lats = pj(x, y, inverse=True) elif self['gridType'] =='albers': lat1 = self['latitudeOfFirstGridPointInDegrees'] lon1 = self['longitudeOfFirstGridPointInDegrees'] try: nx = self['Nx'] ny = self['Ny'] except: nx = self['Ni'] ny = self['Nj'] dx = self['Dx']/1000. dy = self['Dy']/1000. scale = float(self['grib2divider']) pj = pyproj.Proj(self.projparams) llcrnrx, llcrnry = pj(lon1,lat1) x = llcrnrx+dx*np.arange(nx) y = llcrnry+dy*np.arange(ny) x, y = np.meshgrid(x, y) lons, lats = pj(x, y, inverse=True) elif self['gridType'] == 'space_view': try: nx = self['Nx'] ny = self['Ny'] except: nx = self['Ni'] ny = self['Nj'] # general case of 'near-side perspective projection' (untested) if self.projparams['proj'] == 'nsper' and \ self.projparams['a'] != self.projparams['b']: raise ValueError('unsupported grid - earth not a perfect sphere') scale = float(self['grib2divider']) # latitude of horizon on central meridian lon_0=self.projparams['lon_0']; lat_0=self.projparams['lat_0'] lonmax =\ lon_0+90.-(180./np.pi)*np.arcsin(scale/self['Nr']) # longitude of horizon on equator latmax =\ lat_0+90.-(180./np.pi)*np.arcsin(scale/self['Nr']) # truncate to nearest thousandth of a degree (to make sure # they aren't slightly over the horizon) latmax = int(1000*latmax)/1000. lonmax = int(1000*lonmax)/1000. pj = pyproj.Proj(self.projparams) x1,y1 = pj(lon_0,latmax); x2,y2 = pj(lonmax,lat_0) width = 2*x2; height = 2*y1 dx = width/self['dx'] dy = height/self['dy'] xmax = dx*(nx-1); ymax = dy*(ny-1) x = np.linspace(-0.5*xmax,0.5*xmax,nx) y = np.linspace(-0.5*ymax,0.5*ymax,ny) x, y = np.meshgrid(x, y) lons, lats = pj(x,y,inverse=True) # set lons,lats to 1.e30 where undefined abslons = np.fabs(lons); abslats = np.fabs(lats) lons = np.where(abslons < 1.e20, lons, 1.e30) lats = np.where(abslats < 1.e20, lats, 1.e30) elif self['gridType'] == "equatorial_azimuthal_equidistant": dx = self['Dx']/1.e3 dy = self['Dy']/1.e3 lat1 = self['latitudeOfFirstGridPointInDegrees'] lon1 = self['longitudeOfFirstGridPointInDegrees'] pj = pyproj.Proj(self.projparams) llcrnrx, llcrnry = pj(lon1,lat1) try: nx = self['Nx'] ny = self['Ny'] except: nx = self['Ni'] ny = self['Nj'] x = llcrnrx+dx*np.arange(nx) y = llcrnry+dy*np.arange(ny) x, y = np.meshgrid(x, y) lons, lats = pj(x, y, inverse=True) elif self['gridType'] == "lambert_azimuthal_equal_area": dx = self['Dx']/1.e3 dy = self['Dy']/1.e3 lat1 = self['latitudeOfFirstGridPointInDegrees'] lon1 = self['longitudeOfFirstGridPointInDegrees'] pj = pyproj.Proj(self.projparams) llcrnrx, llcrnry = pj(lon1,lat1) try: nx = self['Nx'] ny = self['Ny'] except: nx = self['Ni'] ny = self['Nj'] x = llcrnrx+dx*np.arange(nx) y = llcrnry+dy*np.arange(ny) x, y = np.meshgrid(x, y) lons, lats = pj(x, y, inverse=True) elif self['gridType'] == 'mercator': scale = self._get_key('grib2divider',False) if scale: scale = float(scale) else: scale = 1000. lon1 = self['longitudeOfFirstGridPoint']/scale lon2 = self['longitudeOfLastGridPoint']/scale if self._get_key('truncateDegrees',False): lon1 = int(lon1) lon2 = int(lon2) lat1 = self['latitudeOfFirstGridPoint']/scale lat2 = self['latitudeOfLastGridPoint']/scale if self._get_key('truncateDegrees',False): lat1 = int(lat1) lat2 = int(lat2) pj = pyproj.Proj(self.projparams) llcrnrx, llcrnry = pj(lon1,lat1) urcrnrx, urcrnry = pj(lon2,lat2) try: nx = self['Nx'] ny = self['Ny'] except: nx = self['Ni'] ny = self['Nj'] dx = (urcrnrx-llcrnrx)/(nx-1) dy = (urcrnry-llcrnry)/(ny-1) x = llcrnrx+dx*np.arange(nx) y = llcrnry+dy*np.arange(ny) x, y = np.meshgrid(x, y) lons, lats = pj(x, y, inverse=True) elif self['gridType'] in ['rotated_ll','rotated_gg']: rotatedlats = self['distinctLatitudes'] rotatedlons = self['distinctLongitudes'] d2r = np.pi/180. lonsr, latsr = np.meshgrid(rotatedlons*d2r, rotatedlats*d2r) pj = pyproj.Proj(self.projparams) lons,lats = pj(lonsr,latsr,inverse=True) else: raise ValueError('unsupported grid %s' % self['gridType']) return lats, lons cdef class index(object): """ index(filename, *args) returns grib index object given GRIB filename indexed by keys given in *args. The L{select} or L{__call__} method can then be used to selected grib messages based on specified values of indexed keys. Unlike L{open.select}, containers or callables cannot be used to select multiple key values. However, using L{index.select} is much faster than L{open.select}. B{Warning}: Searching for data within multi-field grib messages does not work using an index (and is not supported by the U{GRIB API} library). NCEP often puts u and v winds together in a single multi-field grib message. You will get incorrect results if you try to use an index to find data in these messages. Use the slower, but more robust L{open.select} in this case. If no key are given (i.e. *args is empty), it is assumed the filename represents a previously saved index (created using the C{grib_index_build} tool or L{index.write}) instead of a GRIB file. Example usage: >>> import pygrib >>> grbindx=pygrib.index('sampledata/gfs.grb','shortName','typeOfLevel','level') >>> selected_grbs=grbindx.select(shortName='gh',typeOfLevel='isobaricInhPa',level=500) >>> for grb in selected_grbs: >>> grb 1:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 500 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst >>> # __call__ method does same thing as select >>> selected_grbs=grbindx(shortName='u',typeOfLevel='isobaricInhPa',level=250) >>> for grb in selected_grbs: >>> grb 1:u-component of wind:m s**-1 (instant):regular_ll:isobaricInhPa:level 250 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst >>> grbindx.write('gfs.grb.idx') # save index to a file >>> grbindx.close() >>> grbindx = pygrib.index('gfs.grb.idx') # re-open index (no keys specified) >>> for grb in selected_grbs: >>> grb 1:u-component of wind:m s**-1 (instant):regular_ll:isobaricInhPa:level 250 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst @ivar keys: list of strings containing keys used in the index. @ivar types: if keys are typed, this list contains the type declarations (C{l}, C{s} or C{d}). Type declarations are specified by appending to the key name (i.e. C{level:l} will search for values of C{level} that are longs). """ cdef grib_index *_gi cdef public object keys, types, name def __cinit__(self, filename, *args): # initialize C level objects. cdef grib_index *gi cdef int err cdef char *filenamec, *keys bytestr = _strencode(filename) filenamec = bytestr if args == (): #raise ValueError('no keys specified for index') # assume filename is a saved index. self._gi = grib_index_read(NULL, filenamec, &err) if err: raise RuntimeError(grib_get_error_message(err)) else: bytestr = _strencode(','.join(args)) keys = bytestr self._gi = grib_index_new_from_file (NULL, filenamec, keys, &err) if err: raise RuntimeError(grib_get_error_message(err)) grbs = open(filename) if grbs.has_multi_field_msgs: msg=""" file %s has multi-field messages, keys inside multi-field messages will not be indexed correctly""" % filename warnings.warn(msg) grbs.close() def __init__(self, filename, *args): # initalize Python level objects self.name = filename self.keys = None self.types = None if args != (): # is type is specified, strip it off. keys = [arg.split(':')[0] for arg in args] # if type is declared, save it (None if not declared) types = [] for arg in args: try: type = arg.split(':')[1] except IndexError: type = None types.append(type) self.keys = keys self.types = types def __call__(self, **kwargs): """same as L{select}""" return self.select(**kwargs) def select(self, **kwargs): """ select(**kwargs) return a list of L{gribmessage} instances from grib index object corresponding to specific values of indexed keys (given by kwargs). Unlike L{open.select}, containers or callables cannot be used to select multiple key values. However, using L{index.select} is much faster than L{open.select}. Example usage: >>> import pygrib >>> grbindx=pygrib.index('sampledata/gfs.grb','shortName','typeOfLevel','level') >>> selected_grbs=grbindx.select(shortName='gh',typeOfLevel='isobaricInhPa',level=500) >>> for grb in selected_grbs: >>> grb 1:Geopotential height:gpm (instant):regular_ll:isobaricInhPa:level 500 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst >>> # __call__ method does same thing as select >>> selected_grbs=grbindx(shortName='u',typeOfLevel='isobaricInhPa',level=250) >>> for grb in selected_grbs: >>> grb 1:u-component of wind:m s**-1 (instant):regular_ll:isobaricInhPa:level 250 Pa:fcst time 72 hrs:from 200412091200:lo res cntl fcst >>> grbindx.close() """ cdef grib_handle *gh cdef int err cdef size_t size cdef long longval cdef double doubval cdef char *strval, *key # set index selection. # used declared type if available, other infer from type of value. sizetot = 0 for k,v in kwargs.items(): if self.keys is not None and k not in self.keys: raise KeyError('key not part of grib index') if self.types is not None: typ = self.types[self.keys.index(k)] else: typ = None bytestr = _strencode(k) key = bytestr err = grib_index_get_size(self._gi, key, &size) if err: raise RuntimeError(grib_get_error_message(err)) sizetot = sizetot + size # if there are no matches for this key, just skip it if not size: continue if typ == 'l' or (type(v) == int or type(v) == long): longval = long(v) err = grib_index_select_long(self._gi, key, longval) if err: raise RuntimeError(grib_get_error_message(err)) elif typ == 'd' or type(v) == float: doubval = float(v) err = grib_index_select_double(self._gi, key, doubval) if err: raise RuntimeError(grib_get_error_message(err)) elif typ == 's' or _is_stringlike(v): bytestr = _strencode(v) strval = bytestr err = grib_index_select_string(self._gi, key, strval) if err: raise RuntimeError(grib_get_error_message(err)) else: raise TypeError('value must be float, int or string') # if no matches found, raise an error. if sizetot == 0: raise ValueError('no matches found') # create a list of grib messages corresponding to selection. messagenumber = 0; grbs = [] while 1: gh = grib_handle_new_from_index(self._gi, &err) if err or gh == NULL: break else: messagenumber = messagenumber + 1 grbs.append(_create_gribmessage(gh, messagenumber)) err = grib_handle_delete(gh) if err: raise RuntimeError(grib_get_error_message(err)) if not grbs: raise ValueError('no matches found') # return the list of grib messages. return grbs def write(self,filename): """ write(filename) save grib index to file""" cdef char * filenamec bytestr = _strencode(filename) filenamec = bytestr err = grib_index_write(self._gi, filenamec); if err: raise RuntimeError(grib_get_error_message(err)) def close(self): """ close() deallocate C structures associated with class instance""" grib_index_delete(self._gi) self._gi = NULL def __dealloc__(self): # deallocate storage when there are no more references # to the object. if self._gi != NULL: grib_index_delete(self._gi) def _is_stringlike(a): if type(a) == str or type(a) == bytes or type(a) == unicode: return True else: return False def _is_container(a): # is object container-like? (can test for # membership with "is in", but not a string) try: 1 in a except: return False if _is_stringlike(a): return False return True def _find(grb, **kwargs): # search for key/value matches in grib message. # If value is a container-like object, search for matches to any element. # If value is a function, call that function with key value to determine # whether it is a match. for k,v in kwargs.items(): if not grb.has_key(k): return False # is v a "container-like" non-string object? iscontainer = _is_container(v) # is v callable? iscallable = hasattr(v, '__call__') # if v is callable and container-like, treat it as a container. # v not a container or a function. if not iscontainer and not iscallable and grb[k]==v: continue elif iscontainer and grb[k] in v: # v a container. continue elif iscallable and v(grb[k]): # v a function continue else: return False return True cdef _strencode(pystr,encoding=None): # encode a string into bytes. If already bytes, do nothing. # uses default_encoding module variable for default encoding. if encoding is None: encoding = default_encoding try: return pystr.encode(encoding) except AttributeError: return pystr # already bytes? pygrib-1.9.8/redtoreg.c000066400000000000000000007010571224541055300150170ustar00rootroot00000000000000/* Generated by Cython 0.19.1 on Tue Nov 19 15:58:39 2013 */ #define PY_SSIZE_T_CLEAN #ifndef CYTHON_USE_PYLONG_INTERNALS #ifdef PYLONG_BITS_IN_DIGIT #define CYTHON_USE_PYLONG_INTERNALS 0 #else #include "pyconfig.h" #ifdef PYLONG_BITS_IN_DIGIT #define CYTHON_USE_PYLONG_INTERNALS 1 #else #define CYTHON_USE_PYLONG_INTERNALS 0 #endif #endif #endif #include "Python.h" #ifndef Py_PYTHON_H #error Python headers needed to compile C extensions, please install development version of Python. #elif PY_VERSION_HEX < 0x02040000 #error Cython requires Python 2.4+. #else #include /* For offsetof */ #ifndef offsetof #define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) #endif #if !defined(WIN32) && !defined(MS_WINDOWS) #ifndef __stdcall #define __stdcall #endif #ifndef __cdecl #define __cdecl #endif #ifndef __fastcall #define __fastcall #endif #endif #ifndef DL_IMPORT #define DL_IMPORT(t) t #endif #ifndef DL_EXPORT #define DL_EXPORT(t) t #endif #ifndef PY_LONG_LONG #define PY_LONG_LONG LONG_LONG #endif #ifndef Py_HUGE_VAL #define Py_HUGE_VAL HUGE_VAL #endif #ifdef PYPY_VERSION #define CYTHON_COMPILING_IN_PYPY 1 #define CYTHON_COMPILING_IN_CPYTHON 0 #else #define CYTHON_COMPILING_IN_PYPY 0 #define CYTHON_COMPILING_IN_CPYTHON 1 #endif #if PY_VERSION_HEX < 0x02050000 typedef int Py_ssize_t; #define PY_SSIZE_T_MAX INT_MAX #define PY_SSIZE_T_MIN INT_MIN #define PY_FORMAT_SIZE_T "" #define CYTHON_FORMAT_SSIZE_T "" #define PyInt_FromSsize_t(z) PyInt_FromLong(z) #define PyInt_AsSsize_t(o) __Pyx_PyInt_AsInt(o) #define PyNumber_Index(o) ((PyNumber_Check(o) && !PyFloat_Check(o)) ? PyNumber_Int(o) : \ (PyErr_Format(PyExc_TypeError, \ "expected index value, got %.200s", Py_TYPE(o)->tp_name), \ (PyObject*)0)) #define __Pyx_PyIndex_Check(o) (PyNumber_Check(o) && !PyFloat_Check(o) && \ !PyComplex_Check(o)) #define PyIndex_Check __Pyx_PyIndex_Check #define PyErr_WarnEx(category, message, stacklevel) PyErr_Warn(category, message) #define __PYX_BUILD_PY_SSIZE_T "i" #else #define __PYX_BUILD_PY_SSIZE_T "n" #define CYTHON_FORMAT_SSIZE_T "z" #define __Pyx_PyIndex_Check PyIndex_Check #endif #if PY_VERSION_HEX < 0x02060000 #define Py_REFCNT(ob) (((PyObject*)(ob))->ob_refcnt) #define Py_TYPE(ob) (((PyObject*)(ob))->ob_type) #define Py_SIZE(ob) (((PyVarObject*)(ob))->ob_size) #define PyVarObject_HEAD_INIT(type, size) \ PyObject_HEAD_INIT(type) size, #define PyType_Modified(t) typedef struct { void *buf; PyObject *obj; Py_ssize_t len; Py_ssize_t itemsize; int readonly; int ndim; char *format; Py_ssize_t *shape; Py_ssize_t *strides; Py_ssize_t *suboffsets; void *internal; } Py_buffer; #define PyBUF_SIMPLE 0 #define PyBUF_WRITABLE 0x0001 #define PyBUF_FORMAT 0x0004 #define PyBUF_ND 0x0008 #define PyBUF_STRIDES (0x0010 | PyBUF_ND) #define PyBUF_C_CONTIGUOUS (0x0020 | PyBUF_STRIDES) #define PyBUF_F_CONTIGUOUS (0x0040 | PyBUF_STRIDES) #define PyBUF_ANY_CONTIGUOUS (0x0080 | PyBUF_STRIDES) #define PyBUF_INDIRECT (0x0100 | PyBUF_STRIDES) #define PyBUF_RECORDS (PyBUF_STRIDES | PyBUF_FORMAT | PyBUF_WRITABLE) #define PyBUF_FULL (PyBUF_INDIRECT | PyBUF_FORMAT | PyBUF_WRITABLE) typedef int (*getbufferproc)(PyObject *, Py_buffer *, int); typedef void (*releasebufferproc)(PyObject *, Py_buffer *); #endif #if PY_MAJOR_VERSION < 3 #define __Pyx_BUILTIN_MODULE_NAME "__builtin__" #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ PyCode_New(a, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) #else #define __Pyx_BUILTIN_MODULE_NAME "builtins" #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \ PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) #endif #if PY_MAJOR_VERSION < 3 && PY_MINOR_VERSION < 6 #define PyUnicode_FromString(s) PyUnicode_Decode(s, strlen(s), "UTF-8", "strict") #endif #if PY_MAJOR_VERSION >= 3 #define Py_TPFLAGS_CHECKTYPES 0 #define Py_TPFLAGS_HAVE_INDEX 0 #endif #if (PY_VERSION_HEX < 0x02060000) || (PY_MAJOR_VERSION >= 3) #define Py_TPFLAGS_HAVE_NEWBUFFER 0 #endif #if PY_VERSION_HEX < 0x02060000 #define Py_TPFLAGS_HAVE_VERSION_TAG 0 #endif #if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) #define CYTHON_PEP393_ENABLED 1 #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ? \ 0 : _PyUnicode_Ready((PyObject *)(op))) #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_LENGTH(u) #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i) #define __Pyx_PyUnicode_READ(k, d, i) PyUnicode_READ(k, d, i) #else #define CYTHON_PEP393_ENABLED 0 #define __Pyx_PyUnicode_READY(op) (0) #define __Pyx_PyUnicode_GET_LENGTH(u) PyUnicode_GET_SIZE(u) #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i])) #define __Pyx_PyUnicode_READ(k, d, i) ((k=k), (Py_UCS4)(((Py_UNICODE*)d)[i])) #endif #if PY_MAJOR_VERSION >= 3 #define PyBaseString_Type PyUnicode_Type #define PyStringObject PyUnicodeObject #define PyString_Type PyUnicode_Type #define PyString_Check PyUnicode_Check #define PyString_CheckExact PyUnicode_CheckExact #endif #if PY_VERSION_HEX < 0x02060000 #define PyBytesObject PyStringObject #define PyBytes_Type PyString_Type #define PyBytes_Check PyString_Check #define PyBytes_CheckExact PyString_CheckExact #define PyBytes_FromString PyString_FromString #define PyBytes_FromStringAndSize PyString_FromStringAndSize #define PyBytes_FromFormat PyString_FromFormat #define PyBytes_DecodeEscape PyString_DecodeEscape #define PyBytes_AsString PyString_AsString #define PyBytes_AsStringAndSize PyString_AsStringAndSize #define PyBytes_Size PyString_Size #define PyBytes_AS_STRING PyString_AS_STRING #define PyBytes_GET_SIZE PyString_GET_SIZE #define PyBytes_Repr PyString_Repr #define PyBytes_Concat PyString_Concat #define PyBytes_ConcatAndDel PyString_ConcatAndDel #endif #if PY_MAJOR_VERSION >= 3 #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj) #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj) #else #define __Pyx_PyBaseString_Check(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj) || \ PyString_Check(obj) || PyUnicode_Check(obj)) #define __Pyx_PyBaseString_CheckExact(obj) (Py_TYPE(obj) == &PyBaseString_Type) #endif #if PY_VERSION_HEX < 0x02060000 #define PySet_Check(obj) PyObject_TypeCheck(obj, &PySet_Type) #define PyFrozenSet_Check(obj) PyObject_TypeCheck(obj, &PyFrozenSet_Type) #endif #ifndef PySet_CheckExact #define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) #endif #define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) #if PY_MAJOR_VERSION >= 3 #define PyIntObject PyLongObject #define PyInt_Type PyLong_Type #define PyInt_Check(op) PyLong_Check(op) #define PyInt_CheckExact(op) PyLong_CheckExact(op) #define PyInt_FromString PyLong_FromString #define PyInt_FromUnicode PyLong_FromUnicode #define PyInt_FromLong PyLong_FromLong #define PyInt_FromSize_t PyLong_FromSize_t #define PyInt_FromSsize_t PyLong_FromSsize_t #define PyInt_AsLong PyLong_AsLong #define PyInt_AS_LONG PyLong_AS_LONG #define PyInt_AsSsize_t PyLong_AsSsize_t #define PyInt_AsUnsignedLongMask PyLong_AsUnsignedLongMask #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask #endif #if PY_MAJOR_VERSION >= 3 #define PyBoolObject PyLongObject #endif #if PY_VERSION_HEX < 0x03020000 typedef long Py_hash_t; #define __Pyx_PyInt_FromHash_t PyInt_FromLong #define __Pyx_PyInt_AsHash_t PyInt_AsLong #else #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t #define __Pyx_PyInt_AsHash_t PyInt_AsSsize_t #endif #if (PY_MAJOR_VERSION < 3) || (PY_VERSION_HEX >= 0x03010300) #define __Pyx_PySequence_GetSlice(obj, a, b) PySequence_GetSlice(obj, a, b) #define __Pyx_PySequence_SetSlice(obj, a, b, value) PySequence_SetSlice(obj, a, b, value) #define __Pyx_PySequence_DelSlice(obj, a, b) PySequence_DelSlice(obj, a, b) #else #define __Pyx_PySequence_GetSlice(obj, a, b) (unlikely(!(obj)) ? \ (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), (PyObject*)0) : \ (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_GetSlice(obj, a, b)) : \ (PyErr_Format(PyExc_TypeError, "'%.200s' object is unsliceable", (obj)->ob_type->tp_name), (PyObject*)0))) #define __Pyx_PySequence_SetSlice(obj, a, b, value) (unlikely(!(obj)) ? \ (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_SetSlice(obj, a, b, value)) : \ (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice assignment", (obj)->ob_type->tp_name), -1))) #define __Pyx_PySequence_DelSlice(obj, a, b) (unlikely(!(obj)) ? \ (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_DelSlice(obj, a, b)) : \ (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice deletion", (obj)->ob_type->tp_name), -1))) #endif #if PY_MAJOR_VERSION >= 3 #define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func)) #endif #if PY_VERSION_HEX < 0x02050000 #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),((char *)(n))) #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),((char *)(n)),(a)) #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),((char *)(n))) #else #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),(n)) #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),(n),(a)) #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),(n)) #endif #if PY_VERSION_HEX < 0x02050000 #define __Pyx_NAMESTR(n) ((char *)(n)) #define __Pyx_DOCSTR(n) ((char *)(n)) #else #define __Pyx_NAMESTR(n) (n) #define __Pyx_DOCSTR(n) (n) #endif #ifndef CYTHON_INLINE #if defined(__GNUC__) #define CYTHON_INLINE __inline__ #elif defined(_MSC_VER) #define CYTHON_INLINE __inline #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L #define CYTHON_INLINE inline #else #define CYTHON_INLINE #endif #endif #ifndef CYTHON_RESTRICT #if defined(__GNUC__) #define CYTHON_RESTRICT __restrict__ #elif defined(_MSC_VER) #define CYTHON_RESTRICT __restrict #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L #define CYTHON_RESTRICT restrict #else #define CYTHON_RESTRICT #endif #endif #ifdef NAN #define __PYX_NAN() ((float) NAN) #else static CYTHON_INLINE float __PYX_NAN() { /* Initialize NaN. The sign is irrelevant, an exponent with all bits 1 and a nonzero mantissa means NaN. If the first bit in the mantissa is 1, it is a quiet NaN. */ float value; memset(&value, 0xFF, sizeof(value)); return value; } #endif #if PY_MAJOR_VERSION >= 3 #define __Pyx_PyNumber_Divide(x,y) PyNumber_TrueDivide(x,y) #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceTrueDivide(x,y) #else #define __Pyx_PyNumber_Divide(x,y) PyNumber_Divide(x,y) #define __Pyx_PyNumber_InPlaceDivide(x,y) PyNumber_InPlaceDivide(x,y) #endif #ifndef __PYX_EXTERN_C #ifdef __cplusplus #define __PYX_EXTERN_C extern "C" #else #define __PYX_EXTERN_C extern #endif #endif #if defined(WIN32) || defined(MS_WINDOWS) #define _USE_MATH_DEFINES #endif #include #define __PYX_HAVE__redtoreg #define __PYX_HAVE_API__redtoreg #include "string.h" #include "stdio.h" #include "stdlib.h" #include "numpy/arrayobject.h" #include "numpy/ufuncobject.h" #ifdef _OPENMP #include #endif /* _OPENMP */ #ifdef PYREX_WITHOUT_ASSERTIONS #define CYTHON_WITHOUT_ASSERTIONS #endif #ifndef CYTHON_UNUSED # if defined(__GNUC__) # if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4)) # define CYTHON_UNUSED __attribute__ ((__unused__)) # else # define CYTHON_UNUSED # endif # elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) # define CYTHON_UNUSED __attribute__ ((__unused__)) # else # define CYTHON_UNUSED # endif #endif typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding; const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; /*proto*/ #define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 #define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0 #define __PYX_DEFAULT_STRING_ENCODING "" #define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString #define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*); static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length); #define __Pyx_PyBytes_FromString PyBytes_FromString #define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char*); #if PY_MAJOR_VERSION < 3 #define __Pyx_PyStr_FromString __Pyx_PyBytes_FromString #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize #else #define __Pyx_PyStr_FromString __Pyx_PyUnicode_FromString #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize #endif #define __Pyx_PyObject_AsUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) #define __Pyx_PyObject_FromUString(s) __Pyx_PyObject_FromString((char*)s) #define __Pyx_PyBytes_FromUString(s) __Pyx_PyBytes_FromString((char*)s) #define __Pyx_PyStr_FromUString(s) __Pyx_PyStr_FromString((char*)s) #define __Pyx_PyUnicode_FromUString(s) __Pyx_PyUnicode_FromString((char*)s) #if PY_MAJOR_VERSION < 3 static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) { const Py_UNICODE *u_end = u; while (*u_end++) ; return u_end - u - 1; } #else #define __Pyx_Py_UNICODE_strlen Py_UNICODE_strlen #endif #define __Pyx_PyUnicode_FromUnicode(u) PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u)) #define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode #define __Pyx_PyUnicode_AsUnicode PyUnicode_AsUnicode #define __Pyx_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None) #define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False)) static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x); static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*); #if CYTHON_COMPILING_IN_CPYTHON #define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x)) #else #define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x) #endif #define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x)) #if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII static int __Pyx_sys_getdefaultencoding_not_ascii; static int __Pyx_init_sys_getdefaultencoding_params() { PyObject* sys = NULL; PyObject* default_encoding = NULL; PyObject* ascii_chars_u = NULL; PyObject* ascii_chars_b = NULL; sys = PyImport_ImportModule("sys"); if (sys == NULL) goto bad; default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); if (default_encoding == NULL) goto bad; if (strcmp(PyBytes_AsString(default_encoding), "ascii") == 0) { __Pyx_sys_getdefaultencoding_not_ascii = 0; } else { const char* default_encoding_c = PyBytes_AS_STRING(default_encoding); char ascii_chars[128]; int c; for (c = 0; c < 128; c++) { ascii_chars[c] = c; } __Pyx_sys_getdefaultencoding_not_ascii = 1; ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL); if (ascii_chars_u == NULL) goto bad; ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL); if (ascii_chars_b == NULL || strncmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) { PyErr_Format( PyExc_ValueError, "This module compiled with c_string_encoding=ascii, but default encoding '%s' is not a superset of ascii.", default_encoding_c); goto bad; } } Py_XDECREF(sys); Py_XDECREF(default_encoding); Py_XDECREF(ascii_chars_u); Py_XDECREF(ascii_chars_b); return 0; bad: Py_XDECREF(sys); Py_XDECREF(default_encoding); Py_XDECREF(ascii_chars_u); Py_XDECREF(ascii_chars_b); return -1; } #endif #if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3 #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL) #else #define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL) #if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT static char* __PYX_DEFAULT_STRING_ENCODING; static int __Pyx_init_sys_getdefaultencoding_params() { PyObject* sys = NULL; PyObject* default_encoding = NULL; char* default_encoding_c; sys = PyImport_ImportModule("sys"); if (sys == NULL) goto bad; default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); if (default_encoding == NULL) goto bad; default_encoding_c = PyBytes_AS_STRING(default_encoding); __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c)); strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c); Py_DECREF(sys); Py_DECREF(default_encoding); return 0; bad: Py_XDECREF(sys); Py_XDECREF(default_encoding); return -1; } #endif #endif #ifdef __GNUC__ /* Test for GCC > 2.95 */ #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)) #define likely(x) __builtin_expect(!!(x), 1) #define unlikely(x) __builtin_expect(!!(x), 0) #else /* __GNUC__ > 2 ... */ #define likely(x) (x) #define unlikely(x) (x) #endif /* __GNUC__ > 2 ... */ #else /* __GNUC__ */ #define likely(x) (x) #define unlikely(x) (x) #endif /* __GNUC__ */ static PyObject *__pyx_m; static PyObject *__pyx_d; static PyObject *__pyx_b; static PyObject *__pyx_empty_tuple; static PyObject *__pyx_empty_bytes; static int __pyx_lineno; static int __pyx_clineno = 0; static const char * __pyx_cfilenm= __FILE__; static const char *__pyx_filename; #if !defined(CYTHON_CCOMPLEX) #if defined(__cplusplus) #define CYTHON_CCOMPLEX 1 #elif defined(_Complex_I) #define CYTHON_CCOMPLEX 1 #else #define CYTHON_CCOMPLEX 0 #endif #endif #if CYTHON_CCOMPLEX #ifdef __cplusplus #include #else #include #endif #endif #if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__) #undef _Complex_I #define _Complex_I 1.0fj #endif static const char *__pyx_f[] = { "redtoreg.pyx", "numpy.pxd", "type.pxd", }; /* "numpy.pxd":723 * # in Cython to enable them only on the right systems. * * ctypedef npy_int8 int8_t # <<<<<<<<<<<<<< * ctypedef npy_int16 int16_t * ctypedef npy_int32 int32_t */ typedef npy_int8 __pyx_t_5numpy_int8_t; /* "numpy.pxd":724 * * ctypedef npy_int8 int8_t * ctypedef npy_int16 int16_t # <<<<<<<<<<<<<< * ctypedef npy_int32 int32_t * ctypedef npy_int64 int64_t */ typedef npy_int16 __pyx_t_5numpy_int16_t; /* "numpy.pxd":725 * ctypedef npy_int8 int8_t * ctypedef npy_int16 int16_t * ctypedef npy_int32 int32_t # <<<<<<<<<<<<<< * ctypedef npy_int64 int64_t * #ctypedef npy_int96 int96_t */ typedef npy_int32 __pyx_t_5numpy_int32_t; /* "numpy.pxd":726 * ctypedef npy_int16 int16_t * ctypedef npy_int32 int32_t * ctypedef npy_int64 int64_t # <<<<<<<<<<<<<< * #ctypedef npy_int96 int96_t * #ctypedef npy_int128 int128_t */ typedef npy_int64 __pyx_t_5numpy_int64_t; /* "numpy.pxd":730 * #ctypedef npy_int128 int128_t * * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<< * ctypedef npy_uint16 uint16_t * ctypedef npy_uint32 uint32_t */ typedef npy_uint8 __pyx_t_5numpy_uint8_t; /* "numpy.pxd":731 * * ctypedef npy_uint8 uint8_t * ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<< * ctypedef npy_uint32 uint32_t * ctypedef npy_uint64 uint64_t */ typedef npy_uint16 __pyx_t_5numpy_uint16_t; /* "numpy.pxd":732 * ctypedef npy_uint8 uint8_t * ctypedef npy_uint16 uint16_t * ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<< * ctypedef npy_uint64 uint64_t * #ctypedef npy_uint96 uint96_t */ typedef npy_uint32 __pyx_t_5numpy_uint32_t; /* "numpy.pxd":733 * ctypedef npy_uint16 uint16_t * ctypedef npy_uint32 uint32_t * ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<< * #ctypedef npy_uint96 uint96_t * #ctypedef npy_uint128 uint128_t */ typedef npy_uint64 __pyx_t_5numpy_uint64_t; /* "numpy.pxd":737 * #ctypedef npy_uint128 uint128_t * * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<< * ctypedef npy_float64 float64_t * #ctypedef npy_float80 float80_t */ typedef npy_float32 __pyx_t_5numpy_float32_t; /* "numpy.pxd":738 * * ctypedef npy_float32 float32_t * ctypedef npy_float64 float64_t # <<<<<<<<<<<<<< * #ctypedef npy_float80 float80_t * #ctypedef npy_float128 float128_t */ typedef npy_float64 __pyx_t_5numpy_float64_t; /* "numpy.pxd":747 * # The int types are mapped a bit surprising -- * # numpy.int corresponds to 'l' and numpy.long to 'q' * ctypedef npy_long int_t # <<<<<<<<<<<<<< * ctypedef npy_longlong long_t * ctypedef npy_longlong longlong_t */ typedef npy_long __pyx_t_5numpy_int_t; /* "numpy.pxd":748 * # numpy.int corresponds to 'l' and numpy.long to 'q' * ctypedef npy_long int_t * ctypedef npy_longlong long_t # <<<<<<<<<<<<<< * ctypedef npy_longlong longlong_t * */ typedef npy_longlong __pyx_t_5numpy_long_t; /* "numpy.pxd":749 * ctypedef npy_long int_t * ctypedef npy_longlong long_t * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<< * * ctypedef npy_ulong uint_t */ typedef npy_longlong __pyx_t_5numpy_longlong_t; /* "numpy.pxd":751 * ctypedef npy_longlong longlong_t * * ctypedef npy_ulong uint_t # <<<<<<<<<<<<<< * ctypedef npy_ulonglong ulong_t * ctypedef npy_ulonglong ulonglong_t */ typedef npy_ulong __pyx_t_5numpy_uint_t; /* "numpy.pxd":752 * * ctypedef npy_ulong uint_t * ctypedef npy_ulonglong ulong_t # <<<<<<<<<<<<<< * ctypedef npy_ulonglong ulonglong_t * */ typedef npy_ulonglong __pyx_t_5numpy_ulong_t; /* "numpy.pxd":753 * ctypedef npy_ulong uint_t * ctypedef npy_ulonglong ulong_t * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<< * * ctypedef npy_intp intp_t */ typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; /* "numpy.pxd":755 * ctypedef npy_ulonglong ulonglong_t * * ctypedef npy_intp intp_t # <<<<<<<<<<<<<< * ctypedef npy_uintp uintp_t * */ typedef npy_intp __pyx_t_5numpy_intp_t; /* "numpy.pxd":756 * * ctypedef npy_intp intp_t * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<< * * ctypedef npy_double float_t */ typedef npy_uintp __pyx_t_5numpy_uintp_t; /* "numpy.pxd":758 * ctypedef npy_uintp uintp_t * * ctypedef npy_double float_t # <<<<<<<<<<<<<< * ctypedef npy_double double_t * ctypedef npy_longdouble longdouble_t */ typedef npy_double __pyx_t_5numpy_float_t; /* "numpy.pxd":759 * * ctypedef npy_double float_t * ctypedef npy_double double_t # <<<<<<<<<<<<<< * ctypedef npy_longdouble longdouble_t * */ typedef npy_double __pyx_t_5numpy_double_t; /* "numpy.pxd":760 * ctypedef npy_double float_t * ctypedef npy_double double_t * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<< * * ctypedef npy_cfloat cfloat_t */ typedef npy_longdouble __pyx_t_5numpy_longdouble_t; #if CYTHON_CCOMPLEX #ifdef __cplusplus typedef ::std::complex< float > __pyx_t_float_complex; #else typedef float _Complex __pyx_t_float_complex; #endif #else typedef struct { float real, imag; } __pyx_t_float_complex; #endif #if CYTHON_CCOMPLEX #ifdef __cplusplus typedef ::std::complex< double > __pyx_t_double_complex; #else typedef double _Complex __pyx_t_double_complex; #endif #else typedef struct { double real, imag; } __pyx_t_double_complex; #endif /*--- Type declarations ---*/ /* "numpy.pxd":762 * ctypedef npy_longdouble longdouble_t * * ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<< * ctypedef npy_cdouble cdouble_t * ctypedef npy_clongdouble clongdouble_t */ typedef npy_cfloat __pyx_t_5numpy_cfloat_t; /* "numpy.pxd":763 * * ctypedef npy_cfloat cfloat_t * ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<< * ctypedef npy_clongdouble clongdouble_t * */ typedef npy_cdouble __pyx_t_5numpy_cdouble_t; /* "numpy.pxd":764 * ctypedef npy_cfloat cfloat_t * ctypedef npy_cdouble cdouble_t * ctypedef npy_clongdouble clongdouble_t # <<<<<<<<<<<<<< * * ctypedef npy_cdouble complex_t */ typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t; /* "numpy.pxd":766 * ctypedef npy_clongdouble clongdouble_t * * ctypedef npy_cdouble complex_t # <<<<<<<<<<<<<< * * cdef inline object PyArray_MultiIterNew1(a): */ typedef npy_cdouble __pyx_t_5numpy_complex_t; 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__pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /*--- Global init code ---*/ /*--- Variable export code ---*/ /*--- Function export code ---*/ /*--- Type init code ---*/ /*--- Type import code ---*/ __pyx_ptype_7cpython_4type_type = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "type", #if CYTHON_COMPILING_IN_PYPY sizeof(PyTypeObject), #else sizeof(PyHeapTypeObject), #endif 0); if (unlikely(!__pyx_ptype_7cpython_4type_type)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5numpy_dtype = __Pyx_ImportType("numpy", "dtype", sizeof(PyArray_Descr), 0); if (unlikely(!__pyx_ptype_5numpy_dtype)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5numpy_flatiter = __Pyx_ImportType("numpy", "flatiter", sizeof(PyArrayIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_flatiter)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5numpy_broadcast = __Pyx_ImportType("numpy", "broadcast", sizeof(PyArrayMultiIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_broadcast)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5numpy_ndarray = __Pyx_ImportType("numpy", "ndarray", sizeof(PyArrayObject), 0); if (unlikely(!__pyx_ptype_5numpy_ndarray)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_ptype_5numpy_ufunc = __Pyx_ImportType("numpy", "ufunc", sizeof(PyUFuncObject), 0); if (unlikely(!__pyx_ptype_5numpy_ufunc)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 861; __pyx_clineno = __LINE__; goto __pyx_L1_error;} /*--- Variable import code ---*/ /*--- Function import code ---*/ /*--- Execution code ---*/ /* "redtoreg.pyx":1 * import numpy as np # <<<<<<<<<<<<<< * cimport numpy as npc * def _redtoreg(object nlonsin, npc.ndarray lonsperlat, npc.ndarray redgrid, \ */ __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__numpy), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (PyDict_SetItem(__pyx_d, __pyx_n_s__np, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "redtoreg.pyx":3 * import numpy as np * cimport numpy as npc * def _redtoreg(object nlonsin, npc.ndarray lonsperlat, npc.ndarray redgrid, \ # <<<<<<<<<<<<<< * object missval): * """ */ __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_8redtoreg_1_redtoreg, NULL, __pyx_n_s__redtoreg); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); if (PyDict_SetItem(__pyx_d, __pyx_n_s___redtoreg, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; /* "redtoreg.pyx":1 * import numpy as np # <<<<<<<<<<<<<< * cimport numpy as npc * def _redtoreg(object nlonsin, npc.ndarray lonsperlat, npc.ndarray redgrid, \ */ __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_1)); if (PyDict_SetItem(__pyx_d, __pyx_n_s____test__, ((PyObject *)__pyx_t_1)) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; /* "numpy.pxd":975 * arr.base = baseptr * * cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<< * if arr.base is NULL: * return None */ goto __pyx_L0; __pyx_L1_error:; __Pyx_XDECREF(__pyx_t_1); if (__pyx_m) { __Pyx_AddTraceback("init redtoreg", __pyx_clineno, __pyx_lineno, __pyx_filename); Py_DECREF(__pyx_m); __pyx_m = 0; } else if (!PyErr_Occurred()) { PyErr_SetString(PyExc_ImportError, "init redtoreg"); } __pyx_L0:; __Pyx_RefNannyFinishContext(); #if PY_MAJOR_VERSION < 3 return; #else return __pyx_m; #endif } /* Runtime support code */ #if CYTHON_REFNANNY static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) { PyObject *m = NULL, *p = NULL; void *r = NULL; m = PyImport_ImportModule((char *)modname); if (!m) goto end; p = PyObject_GetAttrString(m, (char *)"RefNannyAPI"); if (!p) goto end; r = PyLong_AsVoidPtr(p); end: Py_XDECREF(p); Py_XDECREF(m); return (__Pyx_RefNannyAPIStruct *)r; } #endif /* CYTHON_REFNANNY */ static PyObject *__Pyx_GetBuiltinName(PyObject *name) { PyObject* result = __Pyx_PyObject_GetAttrStr(__pyx_b, name); if (unlikely(!result)) { PyErr_Format(PyExc_NameError, #if PY_MAJOR_VERSION >= 3 "name '%U' is not defined", name); #else "name '%s' is not defined", PyString_AS_STRING(name)); #endif } return result; } static void __Pyx_RaiseArgtupleInvalid( const char* func_name, int exact, Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found) { Py_ssize_t num_expected; const char *more_or_less; if (num_found < num_min) { num_expected = num_min; more_or_less = "at least"; } else { num_expected = num_max; more_or_less = "at most"; } if (exact) { more_or_less = "exactly"; } PyErr_Format(PyExc_TypeError, "%s() takes %s %" CYTHON_FORMAT_SSIZE_T "d positional argument%s (%" CYTHON_FORMAT_SSIZE_T "d given)", func_name, more_or_less, num_expected, (num_expected == 1) ? "" : "s", num_found); } static void __Pyx_RaiseDoubleKeywordsError( const char* func_name, PyObject* kw_name) { PyErr_Format(PyExc_TypeError, #if PY_MAJOR_VERSION >= 3 "%s() got multiple values for keyword argument '%U'", func_name, kw_name); #else "%s() got multiple values for keyword argument '%s'", func_name, PyString_AsString(kw_name)); #endif } static int __Pyx_ParseOptionalKeywords( PyObject *kwds, PyObject **argnames[], PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, const char* function_name) { PyObject *key = 0, *value = 0; Py_ssize_t pos = 0; PyObject*** name; PyObject*** first_kw_arg = argnames + num_pos_args; while (PyDict_Next(kwds, &pos, &key, &value)) { name = first_kw_arg; while (*name && (**name != key)) name++; if (*name) { values[name-argnames] = value; continue; } name = first_kw_arg; #if PY_MAJOR_VERSION < 3 if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) { while (*name) { if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key)) && _PyString_Eq(**name, key)) { values[name-argnames] = value; break; } name++; } if (*name) continue; else { PyObject*** argname = argnames; while (argname != first_kw_arg) { if ((**argname == key) || ( (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key)) && _PyString_Eq(**argname, key))) { goto arg_passed_twice; } argname++; } } } else #endif if (likely(PyUnicode_Check(key))) { while (*name) { int cmp = (**name == key) ? 0 : #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 : #endif PyUnicode_Compare(**name, key); if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; if (cmp == 0) { values[name-argnames] = value; break; } name++; } if (*name) continue; else { PyObject*** argname = argnames; while (argname != first_kw_arg) { int cmp = (**argname == key) ? 0 : #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3 (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 : #endif PyUnicode_Compare(**argname, key); if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad; if (cmp == 0) goto arg_passed_twice; argname++; } } } else goto invalid_keyword_type; if (kwds2) { if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad; } else { goto invalid_keyword; } } return 0; arg_passed_twice: __Pyx_RaiseDoubleKeywordsError(function_name, key); goto bad; invalid_keyword_type: PyErr_Format(PyExc_TypeError, "%s() keywords must be strings", function_name); goto bad; invalid_keyword: PyErr_Format(PyExc_TypeError, #if PY_MAJOR_VERSION < 3 "%s() got an unexpected keyword argument '%s'", function_name, PyString_AsString(key)); #else "%s() got an unexpected keyword argument '%U'", function_name, key); #endif bad: return -1; } static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, const char *name, int exact) { if (!type) { PyErr_Format(PyExc_SystemError, "Missing type object"); return 0; } if (none_allowed && obj == Py_None) return 1; else if (exact) { if (Py_TYPE(obj) == type) return 1; } else { if (PyObject_TypeCheck(obj, type)) return 1; } PyErr_Format(PyExc_TypeError, "Argument '%s' has incorrect type (expected %s, got %s)", name, type->tp_name, Py_TYPE(obj)->tp_name); return 0; } static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) { #if CYTHON_COMPILING_IN_CPYTHON PyObject *tmp_type, *tmp_value, *tmp_tb; PyThreadState *tstate = PyThreadState_GET(); tmp_type = tstate->curexc_type; tmp_value = tstate->curexc_value; tmp_tb = tstate->curexc_traceback; tstate->curexc_type = type; tstate->curexc_value = value; tstate->curexc_traceback = tb; Py_XDECREF(tmp_type); Py_XDECREF(tmp_value); Py_XDECREF(tmp_tb); #else PyErr_Restore(type, value, tb); #endif } static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) { #if CYTHON_COMPILING_IN_CPYTHON PyThreadState *tstate = PyThreadState_GET(); *type = tstate->curexc_type; *value = tstate->curexc_value; *tb = tstate->curexc_traceback; tstate->curexc_type = 0; tstate->curexc_value = 0; tstate->curexc_traceback = 0; #else PyErr_Fetch(type, value, tb); #endif } #if PY_MAJOR_VERSION < 3 static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, CYTHON_UNUSED PyObject *cause) { Py_XINCREF(type); if (!value || value == Py_None) value = NULL; else Py_INCREF(value); if (!tb || tb == Py_None) tb = NULL; else { Py_INCREF(tb); if (!PyTraceBack_Check(tb)) { PyErr_SetString(PyExc_TypeError, "raise: arg 3 must be a traceback or None"); goto raise_error; } } #if PY_VERSION_HEX < 0x02050000 if (PyClass_Check(type)) { #else if (PyType_Check(type)) { #endif #if CYTHON_COMPILING_IN_PYPY if (!value) { Py_INCREF(Py_None); value = Py_None; } #endif PyErr_NormalizeException(&type, &value, &tb); } else { if (value) { PyErr_SetString(PyExc_TypeError, "instance exception may not have a separate value"); goto raise_error; } value = type; #if PY_VERSION_HEX < 0x02050000 if (PyInstance_Check(type)) { type = (PyObject*) ((PyInstanceObject*)type)->in_class; Py_INCREF(type); } else { type = 0; PyErr_SetString(PyExc_TypeError, "raise: exception must be an old-style class or instance"); goto raise_error; } #else type = (PyObject*) Py_TYPE(type); Py_INCREF(type); if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { PyErr_SetString(PyExc_TypeError, "raise: exception class must be a subclass of BaseException"); goto raise_error; } #endif } __Pyx_ErrRestore(type, value, tb); return; raise_error: Py_XDECREF(value); Py_XDECREF(type); Py_XDECREF(tb); return; } #else /* Python 3+ */ static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { PyObject* owned_instance = NULL; if (tb == Py_None) { tb = 0; } else if (tb && !PyTraceBack_Check(tb)) { PyErr_SetString(PyExc_TypeError, "raise: arg 3 must be a traceback or None"); goto bad; } if (value == Py_None) value = 0; if (PyExceptionInstance_Check(type)) { if (value) { PyErr_SetString(PyExc_TypeError, "instance exception may not have a separate value"); goto bad; } value = type; type = (PyObject*) Py_TYPE(value); } else if (PyExceptionClass_Check(type)) { PyObject *args; if (!value) args = PyTuple_New(0); else if (PyTuple_Check(value)) { Py_INCREF(value); args = value; } else args = PyTuple_Pack(1, value); if (!args) goto bad; owned_instance = PyEval_CallObject(type, args); Py_DECREF(args); if (!owned_instance) goto bad; value = owned_instance; if (!PyExceptionInstance_Check(value)) { PyErr_Format(PyExc_TypeError, "calling %R should have returned an instance of " "BaseException, not %R", type, Py_TYPE(value)); goto bad; } } else { PyErr_SetString(PyExc_TypeError, "raise: exception class must be a subclass of BaseException"); goto bad; } #if PY_VERSION_HEX >= 0x03030000 if (cause) { #else if (cause && cause != Py_None) { #endif PyObject *fixed_cause; if (cause == Py_None) { fixed_cause = NULL; } else if (PyExceptionClass_Check(cause)) { fixed_cause = PyObject_CallObject(cause, NULL); if (fixed_cause == NULL) goto bad; } else if (PyExceptionInstance_Check(cause)) { fixed_cause = cause; Py_INCREF(fixed_cause); } else { PyErr_SetString(PyExc_TypeError, "exception causes must derive from " "BaseException"); goto bad; } PyException_SetCause(value, fixed_cause); } PyErr_SetObject(type, value); if (tb) { PyThreadState *tstate = PyThreadState_GET(); PyObject* tmp_tb = tstate->curexc_traceback; if (tb != tmp_tb) { Py_INCREF(tb); tstate->curexc_traceback = tb; Py_XDECREF(tmp_tb); } } bad: Py_XDECREF(owned_instance); return; } #endif static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) { PyObject *result; #if CYTHON_COMPILING_IN_CPYTHON result = PyDict_GetItem(__pyx_d, name); if (result) { Py_INCREF(result); } else { #else result = PyObject_GetItem(__pyx_d, name); if (!result) { PyErr_Clear(); #endif result = __Pyx_GetBuiltinName(name); } return result; } static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { if (unlikely(!type)) { PyErr_Format(PyExc_SystemError, "Missing type object"); return 0; } if (likely(PyObject_TypeCheck(obj, type))) return 1; PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", Py_TYPE(obj)->tp_name, type->tp_name); return 0; } static CYTHON_INLINE long __Pyx_mod_long(long a, long b) { long r = a % b; r += ((r != 0) & ((r ^ b) < 0)) * b; return r; } static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) { PyErr_Format(PyExc_ValueError, "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected); } static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) { PyErr_Format(PyExc_ValueError, "need more than %" CYTHON_FORMAT_SSIZE_T "d value%s to unpack", index, (index == 1) ? "" : "s"); } static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); } static CYTHON_INLINE int __Pyx_IterFinish(void) { #if CYTHON_COMPILING_IN_CPYTHON PyThreadState *tstate = PyThreadState_GET(); PyObject* exc_type = tstate->curexc_type; if (unlikely(exc_type)) { if (likely(exc_type == PyExc_StopIteration) || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) { PyObject *exc_value, *exc_tb; exc_value = tstate->curexc_value; exc_tb = tstate->curexc_traceback; tstate->curexc_type = 0; tstate->curexc_value = 0; tstate->curexc_traceback = 0; Py_DECREF(exc_type); Py_XDECREF(exc_value); Py_XDECREF(exc_tb); return 0; } else { return -1; } } return 0; #else if (unlikely(PyErr_Occurred())) { if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { PyErr_Clear(); return 0; } else { return -1; } } return 0; #endif } static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { if (unlikely(retval)) { Py_DECREF(retval); __Pyx_RaiseTooManyValuesError(expected); return -1; } else { return __Pyx_IterFinish(); } return 0; } static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) { PyObject *empty_list = 0; PyObject *module = 0; PyObject *global_dict = 0; PyObject *empty_dict = 0; PyObject *list; #if PY_VERSION_HEX < 0x03030000 PyObject *py_import; py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s____import__); if (!py_import) goto bad; #endif if (from_list) list = from_list; else { empty_list = PyList_New(0); if (!empty_list) goto bad; list = empty_list; } global_dict = PyModule_GetDict(__pyx_m); if (!global_dict) goto bad; empty_dict = PyDict_New(); if (!empty_dict) goto bad; #if PY_VERSION_HEX >= 0x02050000 { #if PY_MAJOR_VERSION >= 3 if (level == -1) { if (strchr(__Pyx_MODULE_NAME, '.')) { #if PY_VERSION_HEX < 0x03030000 PyObject *py_level = PyInt_FromLong(1); if (!py_level) goto bad; module = PyObject_CallFunctionObjArgs(py_import, name, global_dict, empty_dict, list, py_level, NULL); Py_DECREF(py_level); #else module = PyImport_ImportModuleLevelObject( name, global_dict, empty_dict, list, 1); #endif if (!module) { if (!PyErr_ExceptionMatches(PyExc_ImportError)) goto bad; PyErr_Clear(); } } level = 0; /* try absolute import on failure */ } #endif if (!module) { #if PY_VERSION_HEX < 0x03030000 PyObject *py_level = PyInt_FromLong(level); if (!py_level) goto bad; module = PyObject_CallFunctionObjArgs(py_import, name, global_dict, empty_dict, list, py_level, NULL); Py_DECREF(py_level); #else module = PyImport_ImportModuleLevelObject( name, global_dict, empty_dict, list, level); #endif } } #else if (level>0) { PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4."); goto bad; } module = PyObject_CallFunctionObjArgs(py_import, name, global_dict, empty_dict, list, NULL); #endif bad: #if PY_VERSION_HEX < 0x03030000 Py_XDECREF(py_import); #endif Py_XDECREF(empty_list); Py_XDECREF(empty_dict); return module; } #if CYTHON_CCOMPLEX #ifdef __cplusplus static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { return ::std::complex< float >(x, y); } #else static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { return x + y*(__pyx_t_float_complex)_Complex_I; } #endif #else static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { __pyx_t_float_complex z; z.real = x; z.imag = y; return z; } #endif #if CYTHON_CCOMPLEX #else static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex a, __pyx_t_float_complex b) { return (a.real == b.real) && (a.imag == b.imag); } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex a, __pyx_t_float_complex b) { __pyx_t_float_complex z; z.real = a.real + b.real; z.imag = a.imag + b.imag; return z; } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex a, __pyx_t_float_complex b) { __pyx_t_float_complex z; z.real = a.real - b.real; z.imag = a.imag - b.imag; return z; } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex a, __pyx_t_float_complex b) { __pyx_t_float_complex z; z.real = a.real * b.real - a.imag * b.imag; z.imag = a.real * b.imag + a.imag * b.real; return z; } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex a, __pyx_t_float_complex b) { __pyx_t_float_complex z; float denom = b.real * b.real + b.imag * b.imag; z.real = (a.real * b.real + a.imag * b.imag) / denom; z.imag = (a.imag * b.real - a.real * b.imag) / denom; return z; } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex a) { __pyx_t_float_complex z; z.real = -a.real; z.imag = -a.imag; return z; } static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex a) { return (a.real == 0) && (a.imag == 0); } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex a) { __pyx_t_float_complex z; z.real = a.real; z.imag = -a.imag; return z; } #if 1 static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex z) { #if !defined(HAVE_HYPOT) || defined(_MSC_VER) return sqrtf(z.real*z.real + z.imag*z.imag); #else return hypotf(z.real, z.imag); #endif } static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex a, __pyx_t_float_complex b) { __pyx_t_float_complex z; float r, lnr, theta, z_r, z_theta; if (b.imag == 0 && b.real == (int)b.real) { if (b.real < 0) { float denom = a.real * a.real + a.imag * a.imag; a.real = a.real / denom; a.imag = -a.imag / denom; b.real = -b.real; } switch ((int)b.real) { case 0: z.real = 1; z.imag = 0; return z; case 1: return a; case 2: z = __Pyx_c_prodf(a, a); return __Pyx_c_prodf(a, a); case 3: z = __Pyx_c_prodf(a, a); return __Pyx_c_prodf(z, a); case 4: z = __Pyx_c_prodf(a, a); return __Pyx_c_prodf(z, z); } } if (a.imag == 0) { if (a.real == 0) { return a; } r = a.real; theta = 0; } else { r = __Pyx_c_absf(a); theta = atan2f(a.imag, a.real); } lnr = logf(r); z_r = expf(lnr * b.real - theta * b.imag); z_theta = theta * b.real + lnr * b.imag; z.real = z_r * cosf(z_theta); z.imag = z_r * sinf(z_theta); return z; } #endif #endif #if CYTHON_CCOMPLEX #ifdef __cplusplus static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { return ::std::complex< double >(x, y); } #else static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { return x + y*(__pyx_t_double_complex)_Complex_I; } #endif #else static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { __pyx_t_double_complex z; z.real = x; z.imag = y; return z; } #endif #if CYTHON_CCOMPLEX #else static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex a, __pyx_t_double_complex b) { return (a.real == b.real) && (a.imag == b.imag); } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex a, __pyx_t_double_complex b) { __pyx_t_double_complex z; z.real = a.real + b.real; z.imag = a.imag + b.imag; return z; } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex a, __pyx_t_double_complex b) { __pyx_t_double_complex z; z.real = a.real - b.real; z.imag = a.imag - b.imag; return z; } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex a, __pyx_t_double_complex b) { __pyx_t_double_complex z; z.real = a.real * b.real - a.imag * b.imag; z.imag = a.real * b.imag + a.imag * b.real; return z; } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex a, __pyx_t_double_complex b) { __pyx_t_double_complex z; double denom = b.real * b.real + b.imag * b.imag; z.real = (a.real * b.real + a.imag * b.imag) / denom; z.imag = (a.imag * b.real - a.real * b.imag) / denom; return z; } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex a) { __pyx_t_double_complex z; z.real = -a.real; z.imag = -a.imag; return z; } static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex a) { return (a.real == 0) && (a.imag == 0); } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex a) { __pyx_t_double_complex z; z.real = a.real; z.imag = -a.imag; return z; } #if 1 static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex z) { #if !defined(HAVE_HYPOT) || defined(_MSC_VER) return sqrt(z.real*z.real + z.imag*z.imag); #else return hypot(z.real, z.imag); #endif } static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex a, __pyx_t_double_complex b) { __pyx_t_double_complex z; double r, lnr, theta, z_r, z_theta; if (b.imag == 0 && b.real == (int)b.real) { if (b.real < 0) { double denom = a.real * a.real + a.imag * a.imag; a.real = a.real / denom; a.imag = -a.imag / denom; b.real = -b.real; } switch ((int)b.real) { case 0: z.real = 1; z.imag = 0; return z; case 1: return a; case 2: z = __Pyx_c_prod(a, a); return __Pyx_c_prod(a, a); case 3: z = __Pyx_c_prod(a, a); return __Pyx_c_prod(z, a); case 4: z = __Pyx_c_prod(a, a); return __Pyx_c_prod(z, z); } } if (a.imag == 0) { if (a.real == 0) { return a; } r = a.real; theta = 0; } else { r = __Pyx_c_abs(a); theta = atan2(a.imag, a.real); } lnr = log(r); z_r = exp(lnr * b.real - theta * b.imag); z_theta = theta * b.real + lnr * b.imag; z.real = z_r * cos(z_theta); z.imag = z_r * sin(z_theta); return z; } #endif #endif static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { const unsigned char neg_one = (unsigned char)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(unsigned char) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(unsigned char)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to unsigned char" : "value too large to convert to unsigned char"); } return (unsigned char)-1; } return (unsigned char)val; } return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x); } static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) { const unsigned short neg_one = (unsigned short)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(unsigned short) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(unsigned short)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to unsigned short" : "value too large to convert to unsigned short"); } return (unsigned short)-1; } return (unsigned short)val; } return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x); } static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) { const unsigned int neg_one = (unsigned int)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(unsigned int) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(unsigned int)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to unsigned int" : "value too large to convert to unsigned int"); } return (unsigned int)-1; } return (unsigned int)val; } return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x); } static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) { const char neg_one = (char)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(char) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(char)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to char" : "value too large to convert to char"); } return (char)-1; } return (char)val; } return (char)__Pyx_PyInt_AsLong(x); } static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) { const short neg_one = (short)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(short) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(short)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to short" : "value too large to convert to short"); } return (short)-1; } return (short)val; } return (short)__Pyx_PyInt_AsLong(x); } static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) { const int neg_one = (int)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(int) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(int)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to int" : "value too large to convert to int"); } return (int)-1; } return (int)val; } return (int)__Pyx_PyInt_AsLong(x); } static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) { const signed char neg_one = (signed char)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(signed char) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(signed char)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to signed char" : "value too large to convert to signed char"); } return (signed char)-1; } return (signed char)val; } return (signed char)__Pyx_PyInt_AsSignedLong(x); } static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) { const signed short neg_one = (signed short)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(signed short) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(signed short)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to signed short" : "value too large to convert to signed short"); } return (signed short)-1; } return (signed short)val; } return (signed short)__Pyx_PyInt_AsSignedLong(x); } static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) { const signed int neg_one = (signed int)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(signed int) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(signed int)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to signed int" : "value too large to convert to signed int"); } return (signed int)-1; } return (signed int)val; } return (signed int)__Pyx_PyInt_AsSignedLong(x); } static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) { const int neg_one = (int)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; if (sizeof(int) < sizeof(long)) { long val = __Pyx_PyInt_AsLong(x); if (unlikely(val != (long)(int)val)) { if (!unlikely(val == -1 && PyErr_Occurred())) { PyErr_SetString(PyExc_OverflowError, (is_unsigned && unlikely(val < 0)) ? "can't convert negative value to int" : "value too large to convert to int"); } return (int)-1; } return (int)val; } return (int)__Pyx_PyInt_AsLong(x); } #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS #include "longintrepr.h" #endif #endif static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) { const unsigned long neg_one = (unsigned long)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to unsigned long"); return (unsigned long)-1; } return (unsigned long)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(unsigned long)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return (unsigned long) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to unsigned long"); return (unsigned long)-1; } return (unsigned long)PyLong_AsUnsignedLong(x); } else { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(unsigned long)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return +(unsigned long) ((PyLongObject*)x)->ob_digit[0]; case -1: return -(unsigned long) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif return (unsigned long)PyLong_AsLong(x); } } else { unsigned long val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (unsigned long)-1; val = __Pyx_PyInt_AsUnsignedLong(tmp); Py_DECREF(tmp); return val; } } #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS #include "longintrepr.h" #endif #endif static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) { const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to unsigned PY_LONG_LONG"); return (unsigned PY_LONG_LONG)-1; } return (unsigned PY_LONG_LONG)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return (unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to unsigned PY_LONG_LONG"); return (unsigned PY_LONG_LONG)-1; } return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); } else { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return +(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; case -1: return -(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x); } } else { unsigned PY_LONG_LONG val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (unsigned PY_LONG_LONG)-1; val = __Pyx_PyInt_AsUnsignedLongLong(tmp); Py_DECREF(tmp); return val; } } #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS #include "longintrepr.h" #endif #endif static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject* x) { const long neg_one = (long)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to long"); return (long)-1; } return (long)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(long)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return (long) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to long"); return (long)-1; } return (long)PyLong_AsUnsignedLong(x); } else { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(long)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return +(long) ((PyLongObject*)x)->ob_digit[0]; case -1: return -(long) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif return (long)PyLong_AsLong(x); } } else { long val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (long)-1; val = __Pyx_PyInt_AsLong(tmp); Py_DECREF(tmp); return val; } } #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS #include "longintrepr.h" #endif #endif static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) { const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to PY_LONG_LONG"); return (PY_LONG_LONG)-1; } return (PY_LONG_LONG)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return (PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to PY_LONG_LONG"); return (PY_LONG_LONG)-1; } return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); } else { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return +(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; case -1: return -(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif return (PY_LONG_LONG)PyLong_AsLongLong(x); } } else { PY_LONG_LONG val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (PY_LONG_LONG)-1; val = __Pyx_PyInt_AsLongLong(tmp); Py_DECREF(tmp); return val; } } #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS #include "longintrepr.h" #endif #endif static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) { const signed long neg_one = (signed long)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to signed long"); return (signed long)-1; } return (signed long)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(signed long)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return (signed long) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to signed long"); return (signed long)-1; } return (signed long)PyLong_AsUnsignedLong(x); } else { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(signed long)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return +(signed long) ((PyLongObject*)x)->ob_digit[0]; case -1: return -(signed long) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif return (signed long)PyLong_AsLong(x); } } else { signed long val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (signed long)-1; val = __Pyx_PyInt_AsSignedLong(tmp); Py_DECREF(tmp); return val; } } #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS #include "longintrepr.h" #endif #endif static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) { const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; #if PY_MAJOR_VERSION < 3 if (likely(PyInt_Check(x))) { long val = PyInt_AS_LONG(x); if (is_unsigned && unlikely(val < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to signed PY_LONG_LONG"); return (signed PY_LONG_LONG)-1; } return (signed PY_LONG_LONG)val; } else #endif if (likely(PyLong_Check(x))) { if (is_unsigned) { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return (signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif if (unlikely(Py_SIZE(x) < 0)) { PyErr_SetString(PyExc_OverflowError, "can't convert negative value to signed PY_LONG_LONG"); return (signed PY_LONG_LONG)-1; } return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); } else { #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 #if CYTHON_USE_PYLONG_INTERNALS if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { switch (Py_SIZE(x)) { case 0: return 0; case 1: return +(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; case -1: return -(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; } } #endif #endif return (signed PY_LONG_LONG)PyLong_AsLongLong(x); } } else { signed PY_LONG_LONG val; PyObject *tmp = __Pyx_PyNumber_Int(x); if (!tmp) return (signed PY_LONG_LONG)-1; val = __Pyx_PyInt_AsSignedLongLong(tmp); Py_DECREF(tmp); return val; } } static int __Pyx_check_binary_version(void) { char ctversion[4], rtversion[4]; PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion()); if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) { char message[200]; PyOS_snprintf(message, sizeof(message), "compiletime version %s of module '%.100s' " "does not match runtime version %s", ctversion, __Pyx_MODULE_NAME, rtversion); #if PY_VERSION_HEX < 0x02050000 return PyErr_Warn(NULL, message); #else return PyErr_WarnEx(NULL, message, 1); #endif } return 0; } #ifndef __PYX_HAVE_RT_ImportModule #define __PYX_HAVE_RT_ImportModule static PyObject *__Pyx_ImportModule(const char *name) { PyObject *py_name = 0; PyObject *py_module = 0; py_name = __Pyx_PyIdentifier_FromString(name); if (!py_name) goto bad; py_module = PyImport_Import(py_name); Py_DECREF(py_name); return py_module; bad: Py_XDECREF(py_name); return 0; } #endif #ifndef __PYX_HAVE_RT_ImportType #define __PYX_HAVE_RT_ImportType static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict) { PyObject *py_module = 0; PyObject *result = 0; PyObject *py_name = 0; char warning[200]; Py_ssize_t basicsize; #ifdef Py_LIMITED_API PyObject *py_basicsize; #endif py_module = __Pyx_ImportModule(module_name); if (!py_module) goto bad; py_name = __Pyx_PyIdentifier_FromString(class_name); if (!py_name) goto bad; result = PyObject_GetAttr(py_module, py_name); Py_DECREF(py_name); py_name = 0; Py_DECREF(py_module); py_module = 0; if (!result) goto bad; if (!PyType_Check(result)) { PyErr_Format(PyExc_TypeError, "%s.%s is not a type object", module_name, class_name); goto bad; } #ifndef Py_LIMITED_API basicsize = ((PyTypeObject *)result)->tp_basicsize; #else py_basicsize = PyObject_GetAttrString(result, "__basicsize__"); if (!py_basicsize) goto bad; basicsize = PyLong_AsSsize_t(py_basicsize); Py_DECREF(py_basicsize); py_basicsize = 0; if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred()) goto bad; #endif if (!strict && (size_t)basicsize > size) { PyOS_snprintf(warning, sizeof(warning), "%s.%s size changed, may indicate binary incompatibility", module_name, class_name); #if PY_VERSION_HEX < 0x02050000 if (PyErr_Warn(NULL, warning) < 0) goto bad; #else if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad; #endif } else if ((size_t)basicsize != size) { PyErr_Format(PyExc_ValueError, "%s.%s has the wrong size, try recompiling", module_name, class_name); goto bad; } return (PyTypeObject *)result; bad: Py_XDECREF(py_module); Py_XDECREF(result); return NULL; } #endif static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) { int start = 0, mid = 0, end = count - 1; if (end >= 0 && code_line > entries[end].code_line) { return count; } while (start < end) { mid = (start + end) / 2; if (code_line < entries[mid].code_line) { end = mid; } else if (code_line > entries[mid].code_line) { start = mid + 1; } else { return mid; } } if (code_line <= entries[mid].code_line) { return mid; } else { return mid + 1; } } static PyCodeObject *__pyx_find_code_object(int code_line) { PyCodeObject* code_object; int pos; if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) { return NULL; } pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) { return NULL; } code_object = __pyx_code_cache.entries[pos].code_object; Py_INCREF(code_object); return code_object; } static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) { int pos, i; __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries; if (unlikely(!code_line)) { return; } if (unlikely(!entries)) { entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry)); if (likely(entries)) { __pyx_code_cache.entries = entries; __pyx_code_cache.max_count = 64; __pyx_code_cache.count = 1; entries[0].code_line = code_line; entries[0].code_object = code_object; Py_INCREF(code_object); } return; } pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line); if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) { PyCodeObject* tmp = entries[pos].code_object; entries[pos].code_object = code_object; Py_DECREF(tmp); return; } if (__pyx_code_cache.count == __pyx_code_cache.max_count) { int new_max = __pyx_code_cache.max_count + 64; entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc( __pyx_code_cache.entries, new_max*sizeof(__Pyx_CodeObjectCacheEntry)); if (unlikely(!entries)) { return; } __pyx_code_cache.entries = entries; __pyx_code_cache.max_count = new_max; } for (i=__pyx_code_cache.count; i>pos; i--) { entries[i] = entries[i-1]; } entries[pos].code_line = code_line; entries[pos].code_object = code_object; __pyx_code_cache.count++; Py_INCREF(code_object); } #include "compile.h" #include "frameobject.h" #include "traceback.h" static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( const char *funcname, int c_line, int py_line, const char *filename) { PyCodeObject *py_code = 0; PyObject *py_srcfile = 0; PyObject *py_funcname = 0; #if PY_MAJOR_VERSION < 3 py_srcfile = PyString_FromString(filename); #else py_srcfile = PyUnicode_FromString(filename); #endif if (!py_srcfile) goto bad; if (c_line) { #if PY_MAJOR_VERSION < 3 py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); #else py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line); #endif } else { #if PY_MAJOR_VERSION < 3 py_funcname = PyString_FromString(funcname); #else py_funcname = PyUnicode_FromString(funcname); #endif } if (!py_funcname) goto bad; py_code = __Pyx_PyCode_New( 0, /*int argcount,*/ 0, /*int kwonlyargcount,*/ 0, /*int nlocals,*/ 0, /*int stacksize,*/ 0, /*int flags,*/ __pyx_empty_bytes, /*PyObject *code,*/ __pyx_empty_tuple, /*PyObject *consts,*/ __pyx_empty_tuple, /*PyObject *names,*/ __pyx_empty_tuple, /*PyObject *varnames,*/ __pyx_empty_tuple, /*PyObject *freevars,*/ __pyx_empty_tuple, /*PyObject *cellvars,*/ py_srcfile, /*PyObject *filename,*/ py_funcname, /*PyObject *name,*/ py_line, /*int firstlineno,*/ __pyx_empty_bytes /*PyObject *lnotab*/ ); Py_DECREF(py_srcfile); Py_DECREF(py_funcname); return py_code; bad: Py_XDECREF(py_srcfile); Py_XDECREF(py_funcname); return NULL; } static void __Pyx_AddTraceback(const char *funcname, int c_line, int py_line, const char *filename) { PyCodeObject *py_code = 0; PyObject *py_globals = 0; PyFrameObject *py_frame = 0; py_code = __pyx_find_code_object(c_line ? c_line : py_line); if (!py_code) { py_code = __Pyx_CreateCodeObjectForTraceback( funcname, c_line, py_line, filename); if (!py_code) goto bad; __pyx_insert_code_object(c_line ? c_line : py_line, py_code); } py_globals = PyModule_GetDict(__pyx_m); if (!py_globals) goto bad; py_frame = PyFrame_New( PyThreadState_GET(), /*PyThreadState *tstate,*/ py_code, /*PyCodeObject *code,*/ py_globals, /*PyObject *globals,*/ 0 /*PyObject *locals*/ ); if (!py_frame) goto bad; py_frame->f_lineno = py_line; PyTraceBack_Here(py_frame); bad: Py_XDECREF(py_code); Py_XDECREF(py_frame); } static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { while (t->p) { #if PY_MAJOR_VERSION < 3 if (t->is_unicode) { *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL); } else if (t->intern) { *t->p = PyString_InternFromString(t->s); } else { *t->p = PyString_FromStringAndSize(t->s, t->n - 1); } #else /* Python 3+ has unicode identifiers */ if (t->is_unicode | t->is_str) { if (t->intern) { *t->p = PyUnicode_InternFromString(t->s); } else if (t->encoding) { *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL); } else { *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1); } } else { *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1); } #endif if (!*t->p) return -1; ++t; } return 0; } static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char* c_str) { return __Pyx_PyUnicode_FromStringAndSize(c_str, strlen(c_str)); } static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject* o) { Py_ssize_t ignore; return __Pyx_PyObject_AsStringAndSize(o, &ignore); } static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) { #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT if ( #if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII __Pyx_sys_getdefaultencoding_not_ascii && #endif PyUnicode_Check(o)) { #if PY_VERSION_HEX < 0x03030000 char* defenc_c; PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL); if (!defenc) return NULL; defenc_c = PyBytes_AS_STRING(defenc); #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII { char* end = defenc_c + PyBytes_GET_SIZE(defenc); char* c; for (c = defenc_c; c < end; c++) { if ((unsigned char) (*c) >= 128) { PyUnicode_AsASCIIString(o); return NULL; } } } #endif /*__PYX_DEFAULT_STRING_ENCODING_IS_ASCII*/ *length = PyBytes_GET_SIZE(defenc); return defenc_c; #else /* PY_VERSION_HEX < 0x03030000 */ if (PyUnicode_READY(o) == -1) return NULL; #if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII if (PyUnicode_IS_ASCII(o)) { *length = PyUnicode_GET_DATA_SIZE(o); return PyUnicode_AsUTF8(o); } else { PyUnicode_AsASCIIString(o); return NULL; } #else /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ return PyUnicode_AsUTF8AndSize(o, length); #endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ #endif /* PY_VERSION_HEX < 0x03030000 */ } else #endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT */ { char* result; int r = PyBytes_AsStringAndSize(o, &result, length); if (r < 0) { return NULL; } else { return result; } } } static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { int is_true = x == Py_True; if (is_true | (x == Py_False) | (x == Py_None)) return is_true; else return PyObject_IsTrue(x); } static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) { PyNumberMethods *m; const char *name = NULL; PyObject *res = NULL; #if PY_MAJOR_VERSION < 3 if (PyInt_Check(x) || PyLong_Check(x)) #else if (PyLong_Check(x)) #endif return Py_INCREF(x), x; m = Py_TYPE(x)->tp_as_number; #if PY_MAJOR_VERSION < 3 if (m && m->nb_int) { name = "int"; res = PyNumber_Int(x); } else if (m && m->nb_long) { name = "long"; res = PyNumber_Long(x); } #else if (m && m->nb_int) { name = "int"; res = PyNumber_Long(x); } #endif if (res) { #if PY_MAJOR_VERSION < 3 if (!PyInt_Check(res) && !PyLong_Check(res)) { #else if (!PyLong_Check(res)) { #endif PyErr_Format(PyExc_TypeError, "__%s__ returned non-%s (type %.200s)", name, name, Py_TYPE(res)->tp_name); Py_DECREF(res); return NULL; } } else if (!PyErr_Occurred()) { PyErr_SetString(PyExc_TypeError, "an integer is required"); } return res; } static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { Py_ssize_t ival; PyObject* x = PyNumber_Index(b); if (!x) return -1; ival = PyInt_AsSsize_t(x); Py_DECREF(x); return ival; } static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) { #if PY_VERSION_HEX < 0x02050000 if (ival <= LONG_MAX) return PyInt_FromLong((long)ival); else { unsigned char *bytes = (unsigned char *) &ival; int one = 1; int little = (int)*(unsigned char*)&one; return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0); } #else return PyInt_FromSize_t(ival); #endif } static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) { unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x); if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) { if ((val != (unsigned PY_LONG_LONG)-1) || !PyErr_Occurred()) PyErr_SetString(PyExc_OverflowError, "value too large to convert to size_t"); return (size_t)-1; } return (size_t)val; } #endif /* Py_PYTHON_H */ pygrib-1.9.8/redtoreg.pyx000066400000000000000000000040551224541055300154070ustar00rootroot00000000000000import numpy as np cimport numpy as npc def _redtoreg(object nlonsin, npc.ndarray lonsperlat, npc.ndarray redgrid, \ object missval): """ convert data on global reduced gaussian to global full gaussian grid using linear interpolation. """ cdef long i, j, n, im, ip, indx, ilons, nlats, npts cdef double zxi, zdx, flons, missvl cdef npc.ndarray reggrid cdef double *redgrdptr, *reggrdptr cdef long *lonsptr nlons = nlonsin nlats = len(lonsperlat) npts = len(redgrid) if lonsperlat.sum() != npts: msg='size of reduced grid does not match number of data values' raise ValueError(msg) reggrid = missval*np.ones((nlats,nlons),np.double) # get data buffers and cast to desired type. lonsptr = lonsperlat.data redgrdptr = redgrid.data reggrdptr = reggrid.data missvl = missval # iterate over full grid, do linear interpolation. n = 0 indx = 0 for j from 0 <= j < nlats: ilons = lonsptr[j] flons = ilons for i from 0 <= i < nlons: # zxi is the grid index (relative to the reduced grid) # of the i'th point on the full grid. zxi = i * flons / nlons # goes from 0 to ilons im = zxi zdx = zxi - im if ilons != 0: im = (im + ilons)%ilons ip = (im + 1 + ilons)%ilons # if one of the nearest values is missing, use nearest # neighbor interpolation. if redgrdptr[indx+im] == missvl or\ redgrdptr[indx+ip] == missvl: if zdx < 0.5: reggrdptr[n] = redgrdptr[indx+im] else: reggrdptr[n] = redgrdptr[indx+ip] else: # linear interpolation. reggrdptr[n] = redgrdptr[indx+im]*(1.-zdx) +\ redgrdptr[indx+ip]*zdx n = n + 1 indx = indx + ilons return reggrid pygrib-1.9.8/sampledata/000077500000000000000000000000001224541055300151415ustar00rootroot00000000000000pygrib-1.9.8/sampledata/CMC_reg_WIND_ISBL_300_ps60km_2010052400_P012.grib000066400000000000000000000342741224541055300243120ustar00rootroot00000000000000GRIB8(6$ d,   _jC-̨``@8h@5 J( qF%%2`\/ fSAp9 CP4 H%Ӊ8E"٠`1 Bg)(T+"0LP&c1\-JEq4M&AXD$0\3ah1PT*X+B8X.EB`b3p<  B~C#X]0 iw=?y<tmFZ,*"q!Bn].je T>SpS(ɄAz8@@D"X(B`, Eh3 Bq8P' X^0 pd7R/2A0R* en9G@~=Ng#}E&E [-Ur0=L2`O%HAf- b(|4HJ) cQX.FC!v9 HN'f4l8AHj;  DPY.Lix>PhT:>Gx7NN+#MZ녺m ~8 DH$#AZ,bp`4 X0!XP,F> a@Z/ CAn8Fc1p9"F& eRlb3 #CQHJ;'e3*U*UKc=[K at6r0B F!pZ0 l@'"QXl7 EB! 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P@00@@0@@`0p@@0P0000@0PP@ 0 000     0P`p00           +ϜϜϜq0ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ*PPPPPP0 @0@@@P@0p p@00@0000P@P@00@ @000 0   0`PP          '!ϜϜϜ@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ0PPPPPP0 000 @@@0P PP0@0@@0@`PP@  000@P@00  0@`00            "o]ϜϜƬ0ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜjmrPPP`PPP0 0@0 0P00@00@0@0@@@``@P00 0@P``PP0 00pP            N,Ϝf ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ PP@P```P@ 00 0 P000P00@@@@@P`@0@@000PP``PP000@p0           YCΠjϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜˡPP@@P``P0000000P000P@000@PPP@0@0@0P P``PP@0@@P0        %z ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜÎPP@@@@``P@000000P00@@@P@0@@PP@@@00@@0@``@PP0P@@0         8Gp-ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ PPP00S0`PP@@00000P00@@0@P @@PP@P@@0@@@0@P@@PP@00      % ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜw@@@@"I e@`@`P00000@PP@@@ @P0@@P@@@0000@@000@000P          ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜV >a qp?YGz)`;0@00 0 @PP@P@@0P@0@@P@0 00@P` @@00000        ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ/ϜϜgPk\b000  0@PPPP0@0@P0P@PP0000@@@ 00 00000       ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ+`6^Ϝ4 0  000PPP0@0P@@`@@@00@@@0 @P@000@@@       ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜꚐ.!unϜϜn)1L0  0 00P@@P@@@P@@ 0@P@P@ 0PP@00@PPP           ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ8ϜϜϜϜϜ20  0   @ @P@@@@00 00P0@0 @P@@@@0@P@            ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ0     0  @`P0@0    0@@@0000@@PP00000              ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜRKϜϜￜϜꭕ嚝\X2͚     000 @PP0@00  0@@PP@@@0@@@P@0 00         ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ<姩bhPG~?WhяPs|9 SX2   000  0@00@@ 0@@@P@@0@@00@@0000000   0     ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜn*"PPP9Oe?@00@0-1'P 00000  0@`@ @@@@`@@00 00@0@00@0@000    @00    ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜE`PP@@@0@02TϜϜRB  0000 000@  P@PP`P@00@0000@00@00 00 00 000    ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ ``0@000 )ϜϜϜ\ 0@0   00 00PP`P`@@0000000@0@@00000 @00 @        ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜjPP0@000 06ϜϜϜ0@P@0 00 00@@@@@`@@000 000@00@00000 @0  0         ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜIe`0@000  $?ϜϜ 0P@00000@00@000PP@@00 @00@00000000 00         ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ١0@@000   _ϜϜB00@0000@P00@@P@@PP@0 00 0@00 0@00000  0          ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ̕@P0000 0 ϜϜϜ00@ 00 @P@@0PP@0P`@0@@000P000000@00              ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜP`P000  0 XϜϜϜ! @@ 0000@@@0`@00PP@@P0@00000P00000 0 0         ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜO``P00 0   OϜϜϜOrr@@ @@@00@@@P000PP@00 @0@@00P       00         ϜϜϜϜϜϜϜϜϜϜϜϜϜϜwߜ4UI`P@000  1ϜϜϜq 00 @0@000@@00P@@P@@@0@@PP0@@    00000       ϜϜϜϜϜϜϜϜϜϜϜϜϜi'<`P-qoȪ?@wϜϜP`@00  /ϜϜϜϜϜϜ+._Ԭ0000 0000`@@@PPp0@PPP0@0   0000            ϜϜϜϜϜϜϜϜϜϜϜϜϜPPPP`PIϜrP@@@0 .ϜϜϜϜϜϜϜϜ̱*W 00  000t!@@P``@0@@@P@@     000          ϜϜϜϜϜϜϜϜϜϜϜϜϜ%PP````WϜBPP@@0 ϜϜϜϜϜϜϜϜϜϜϜ @0$:`@047|} PP`0 0@0@0`00   000          ϜϜϜϜϜϜϜϜϜϜϜϜϜ5``````SZϜ0PP@@   ϜϜϜϜϜϜϜϜϜϜϜ0@"C^bP0 ϜϜq@P@@000 @0PP@  0 0   0       ϜϜϜϜϜϜϜϜϜϜϜϜϜ[`````PPOl. 0@  tϜϜϜϜϜϜϜϜϜϜϜ 0#OrZGk/ϜϜ.R>@P0!00 0@0P`  0   0 0   ϜϜϜϜϜϜϜϜϜϜϜϜϜϜX````PPQqϜ`@P  a?ϜϜϜϜϜϜϜϜϜϜϜ 0_v  \DWϜϜ?ґ A%0     @P0           @   ϜϜϜϜϜϜϜϜϜϜϜϜϜϜ)P```P`ϜϜ^$Ϝ `P00ϜϜϜϜϜϜϜϜϜϜϜ@0   08ϜϜGϜϜϜmXϜ     0@P@       0     ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜVP````ϜϜϜ/KPP0AuϜϜϜϜϜϜϜϜϜϜϜӀ    08|'=k/ϜϜϜϜϜϜV00 @@@@          0    ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ@````MϜŸT?`@ 9wϜϜϜϜϜϜϜϜϜϜϜϜǙ   40$w YSZxֿϜϜϜϜϜϜ>b@00000@@   0    0    ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜn@P```QtUOc@@0'ϜϜϜϜϜϜϜϜϜϜϜϜy   YP    mϜϜϜϜϜϜϜϜα00  00P0  @          ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ @P````R{P@0ϜϜϜϜϜϜϜϜϜϜϜϜϜ{ 004@ 0 0: ϜϜϜϜϜϜϜϜ00   0P0  @     0   ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ@@PP`PR+04`P5ϜϜϜϜϜϜϜϜϜϜϜϜϜ00 ZNq0 @GAz?ϜϜϜϜϜϜ000  0@0  0     00 ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜΠ@PPP`PQ````AϜϜϜϜϜϜϜϜϜϜϜϜϜ0@ T+,w@``P|OϜϜϜϜϜ000  @00           0 ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜPFP``U`P`PP(ϜϜϜϜϜϜϜϜϜϜϜϜ00 >Ϝs@pptW ϜϜϜϜϜL 00 0000  0       0   0 ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜYhPPPWSbPPP@4 ϜϜϜϜϜϜϜϜϜϜϜϜϜ00#=[^%@pϜϜϜϜϜ.00    00@@ 00   0   0      0 ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜdEPPP`8w`PP@%ϜϜϜϜϜϜϜϜϜϜϜϜϜ  7Ϝ|t,`,vϜzϜϜϜU000  @00000@   0         0 ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜR@`0N[ @@0ϜϜϜϜϜϜϜϜϜϜϜϜϜ004һ5Ϝtp #HϜϜϜ@000@@00@@@0  00          0 ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜwuU$0k@P@@ ϜϜϜϜϜϜϜϜϜϜϜϜϜϜ A C:ppep9rϜϜϜ@00@P@@00@@0 00 0      0   @ ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ2 @PP0 ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ UPppϜ*"oϜϜ۠`@TH@P@@@00P 0   0          0 ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ1?@P@@0&ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ?S``p`pp!Ϝ* 0ߜϜϜ1P0L[0P@@@00@  000 0   0    @P0 0 ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ@@@@02ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ~0``pPpp-Ϝ` ϜϜj$Upo0@@P@0   0000         0@`0@ ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜk0@@000@ϜϜϜϜϜϜϜϜϜϜϜߜϜϜϜϜd`@@Pp%^ϜUϜϜϜj0@@P@0    0@@@    000P0P  0 ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜP@@0@@kϜϜϜϜϜϜϜϜϜϜ<2@~.ϜϜ8Gp  BP`KtϜϜNOϜϜϜ#ft @@P@0 0  @@@@0  00000@@P0@0 ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜuL0@@@@@6ϜϜϜϜϜϜϜϜϜϜpuCOϜΘ`p  > 0<~ϜϜx$ϜϜ_NYk0@PP@  0 0@@@0 0@ 000PPP0@0@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜp7@@@@P@;ϜϜϜϜϜϜϜϜϜd%`pp9Ϝ}pp@0`@@9Ϝ>ϜϜUP 8AoVP@@P   00@@@0  @00  0@P ` 0ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜHu@@0@uϜϜϜϜϜϜϜϜϜ]@P`pxn Ģ>`ppp@CMϜϜϜ)!P&B:,@@`0@@0@   00P@00 0@    @P P 0ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜi*00@nϜϜϜϜϜϜϜϜϜϜϜP @`pU嚰 >d0pP`@0K_ϜϜϜϜ"l@00@@00P@0  00@@0 0000  @`00@ ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜǝ3p0@4\OϜϜϜϜϜϜϜϜϜϜP0P`p0p Q]` @@0eOϜϜϜ\@0@@00$wP@0  00@@0  0@   0P0 @ ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ#0R0@@YϜϜϜϜϜϜϜϜϜ0`0@`p@``@`0000@ᯜϜϜϜpd@@@@GM`@@0  00P@0 0000   0@@00ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜo˔0K#PF0@GMϜϜϜϜϜϜϜϜϜPp PPp`@p`PpP0 0`|/ϜϜϜϜP@P@RN`P@P00 @@@00 0  0 @@@@0  ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ f:$'ە@eϜϜϜϜϜϜϜϜϜaP` 0``PPpp`p`` 0PϜϜϜϜ0P0P`@@000@@0@0@   000  @P 0ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜޖFC̫lϜ>  kdϜϜϜϜϜϜϜϜϜ~` PpP@pp`ppP@ `+Ϝ?Ϝ*pP0@@@@000@@000@   0    000PϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ/3W@$ϜϜϜϜϜϜϜϜ`@`0pp`ppP`@cQȲ3ۊ:(*8@}-.ӗ=0@0@00 @@00@  0    0@PϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜo?̷^ʩϜϜϜϜϜϜϜϜ`0Pp`````pp``@lS0P]pP`P4/ vϜϜ~@0@000@P 0 0000    0@PϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜεߜϜϜϜϜϜϜϜϜϜϜϜϜYPP 0Pp``PP`p`p` f~R0`PPP+ϜݺP0000@@000 0000  00000ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜb~ϜϜϜϜϜϜϜj@  `pP@P``ppaߜϜ@P@@P@Ա*n;0@ @00@0000000   00@00ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ ~= #ϜϜϜϜϜϜ/0@pP@`ppppwϜϜϜϜ`P@P`P`H܎̗]@000 @0@   000   00@@0ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ/;ϜϜϜϜϜϜ0 PP``ppppppxϜϜϜϜ`@P`P``q"=PP1p00P@     0    000@0ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ8ϜϜϜϜϜϜ]P0 PPpppppp`g ϜϜϜϜP@`PP`PppP`L@-` P000   0  0  0@@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ勵ϜϜϜϜϜϜ}@P@p```ppbBϜϜϜϜ CPPPPP``p`PPTy:~@@@ 0 0 0 0 00@@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ0@0`PpPpppc+ϜϜϜϜ``P`p`p`P`RNϜx0a@@@ 00 0   0000@@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ  0 0P`p`pppbϜϜϜ@p```p`p`P`$wϜ?`@@@00@00    0000@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜǣ@   @@Pppppp`OϜϜϜ=`ppppP`ppPBϟ}ǓPP0@@0@0  0 0@00ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ *0 @@@pppp``ϜϜϜ!`ppp```ppPphI0PP@@@000    00@0ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ00  0@P``ppppϜϜϜˡPpp``p`p`P`P``P@@@000   000@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ?ϜϜϜϜϜϜϜϜϜϜϜϜϜlP`@0 0@@P`ppp~ϜϜ@@Ppp`p```````P@@GU @0    @@@@@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ }h@0 0@0@`ppps1ϜϜ$@@`ppppp````P@@@@L|(0@    @@@@@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜʰQϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ}  0@0P``p`ppϜy@@P``p`p````0@0@"V @0@    @@@@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜxWuϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ U 000```p`ppxϜ@0P`p```PP`` @ @_Jb@00  00@@0ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜΡ@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜs  00P``ppppqZߜn@``p``P`P`P@ 0@ӷP@@0   @@ @@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ˙n\ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ/!1` 00@P```pDGh`P```PpP`@ 0PC^@@P0   @@@0@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ 00@@PPp`pppZSG`P``PPp``@   P4@@@P   0@P@@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ9P 0@PP``p`ppޣϜb`PPP@``P`P  0P@   @0@0@@@@@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜΰ00@P``P``ppx%ϜΟP@@PPpP`Pp00@P0  @@@PP@@@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ2 0PP`PP`ppsxϜϜ7PPP`P`ppP0P 0   00`@P@@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜV   @@``PpppxϜϜؠP`P`Pp`pP`@   0@P`0`@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ8  0P``ppp}ϜϜPPP`PppppP      @@@P PPϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ.p 0PP``pp|>ϜϜȂ@@````p`p` 0  0 PP P@PϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ]P  0P`P``pu/Ϝ,P`p``pPP`0    0@@ P0@@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ400P`P``ppϜ˽`p```Pp`@`   %: 00@P0P@@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ|  @PP`pppdw_Ϝ```PPp`P` :fpP0P0@@`P`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜĔ0 0P`pppp0%?````P`0`P`1XKw3g000@0@ppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ8    @`ppppp0@`Pppp pp`y!(@@00@@pϜϜޯ1ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ@ @Pppppp`0@PP`ppPP@B`@@000@pp`ϜU'x5M ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜlᐰ0P``p`pp@P``ppp`P asm``@B 0@P@@PG,  ^QϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ! @pp``p`PPppp`` p`f_Τ7H'P@@00@ ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜP`pP`pPP``ppp@ p &nϜ Ϝ"p@0@P@P[ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜc0 @p`p`@``ppp0 pP xߜϜϜϜϜݳ/PP@`PP7ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜά/Ϝ @Pp`@P`pp`pp 0@0+ϜϜϜϜ^@pP`P0oϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ?̣%@0p`PP`pp``P   'Z.ϜϜ1@PP@00ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ4Ϝ$p 00`PPp``ppp@   (CU#%PMq_R@@000 ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜdx}@ @`P```p`ppP   9@00`00DϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ6S4mP  P@P`p`pppp`  &* @p@0[ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ }00000 P`pp`ppp`    fKB0   /ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ(@ 0 @ @``p```p`    c   0 X)$ /ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜʧP0@ 000``p`P`p` ?PW0o09g42ϜϜϜϜϜϜϜϜ)09ϜϜϜϜϜϜϜ0008ů=9qϜϜϜϜܜ}N000000000DS0A;84٩k000=@4ϜϜϜ2  !ϜϜϜϜϜϜϜϜϜϜϜϜ˜%Y5p ~Ϝ6ǀ `؟+~#ZϜϜϜϜϜϜϜϜĖ00$gϜϜϜϜϜϜϜ0008} ϜϜߜϜϜϜϜϜϜ "_xm000^;[ϪFzX{ZϜϜ%H00EϜϜϜϜga0   &ϜϜϜϜϜϜϜϜϜϜϜϜ 0 wϜP#l\"E_F}H95kϜϜϜϜϜϜϜϜ24  ϜϜϜϜϜϜϜ4 02E/ϜϜ3~ϜϜϜϜϜϜϜ͈ϜϜK{Mɐ;ohϜϜϜϜϜϜϜϜϜxϜϜϜϜϜϜ˩%    *ϜϜϜϜϜϜϜϜϜϜϜϜ 0 iϜv`05{8lt000¯;rTZ4?ϜϜϜϜ! ϜϜϜϜϜϜϜϜĬ 6ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ.ϜϜϜϜϜvc    0!)^8ϜϜϜϜϜϜϜϜϜϜ 0 CY Ϝ! 3f6008000lL*J0 )yϜϜϜϜϜ̀S`ϜϜϜϜϜϜϜϜϜ]`1ϜϜϜϜϜ3ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜΒW    00 +ϜϜϜϜϜϜϜϜL00 6쾮 P m'cq000=000<ϜϜϜߜϜϜcϜϜϜϜϜϜϜϜht ϜΙ65`i8{_ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜW{gd!|||Z0 2YoϜϜϜϜϜϜg h 00 4R"y6TRTD T M0000000ϜϜȹ2Lg ߜϜϜϜϜϜϜϜϜϜ30$w*A~-  4ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϻdTu]0dϜϜϜϜϜϜD eD 00 0 0  s 00<5000000 Q?ˏ\G00ϜϜϜϜϜϜϜϜȸ 0      5|^UoϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜİ xϜϜϜϜϜϜ  000  000 00 00036sk10000t'ϜϜϜϜϜϜϜϜ            ߜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜTe$ ]ݿϜϜϜϜϜ͢   0     ߜϜޟ0  0000000000005{ϜϜϜϜϜϜϜϜś           E/ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ%!KϜϜϜϜϜϜϜϜϜϜڙϜ 0ϜϜϜϜϜ̯ 000  0Ϝ8y.00 00000000000008ϜϜϜϜϜϜϜϜ)         tϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ  ?8ϜϜϜϜϜϜϜϜϜϜϜϜ002ϜϜϜϜϜ l000  03/6G1> 0   0000000000 0ϜϜϜϜϜϜSx"0    0    iϜϜyϜϜϜϜϜϜϜϜϜϜϜϜ  ;ϜϜϜϜϜϜϜϜϜϜϜʪ00=ϜϜϜϜϜ  000 0RGlU_:z %^000000000000000 0ϜϜϜϜϜ!0     00   "|Ϝ`oϜOϜϜϜϜϜϜϜϜϜ  *ϜϜϜϜϜϜϜϜϜϜϜ0 2(`ϜϜϜϜ   0  0:NE000000 0000000   ϜϜϜϜyN  00        0    $Ϝ 5;ϜLlϜϜϜϜϜϜϜϜϜ^  9ϜϜϜϜϜϜϜϜϜϜ̯.0.ϜϜj&Ϝʚ 000  00D?kϜ̹h00000000@@@00   ϜϜϜϜ00 0000000   0    WϜŽk` ϜϜϜϜϜϜϜϜϜİ 09_ϜϜϜϜϜϜϜϜϜ$00/Ϝ$aZU` 00   ~%ϜϜ0K00000000@0@    0ϜϜϜϜ߀00 0000000       !dϜϜϜ0 HߜͯϜϜϜϜϜϜ¬  8ϜϜϜϜϜϜϜϜϜ000-p ퟜq 0@0 7oe0000000000000     ϜϜϜϜ   00    0     0"ϜϜϜϜT@e @/ϜϜϜϜϜϜ 06oϜϜϜϜϜϜϜ׻000$j  dϜ0 00 0 8Ccl EϜjOg00000000000 00   0ϜϜϜϜȳ    0    0      0 cOϜϜϜϜht1/ϜϜϜϜϜϜ& 00ūϜϜϜϜϜ}:W|00    +Ϝ=0 00 0 '˝˒/ 0000000000     0@ϜϜϜϜ 0  0    0      0 (ϜϜϜϜϜϜCϜϜϜϜϜϜϜ`  5ϜϜϜϜϜ&}  0     kϜ'@0 00 0 3  _Ϝ5G000000000000   00ϜϜϜϜϜ90      00    000 bϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ 0$ϜϜϜϜϜ&      "Ϝ@0  00   2K:'000 00000000  000ϜϜϜϜf000  0 000   000 #ϜϜϜϜϜϜϜϜϜϜϜϜϜϜ&0%ϜϜϜϜϜ&||m     b'/ϜϜϜw0   0   4>Ϝ&  0 000000000  000ϜϜϜϜ5000  0000     0000 0ݯϜϜϜϜϜϜϜϜϜϜϜϜϜ m ߜϜϜϜϜ |Y  0   '|ϜϜϜϜ00  0  0 4Ϝi     000000 000000ϜϜϜϜP 00  0000     00 00ϜϜϜϜϜϜϜϜϜϜϜϜϜϜUomϜϜϜϜ@   00  ϜϜϜϜϜ    000   4?j0  00 0 00000000@00ϜϜϜϜ  000  0      0  00 ŞvJnΨϜϜϜϜϜϜϜϜϜϜϜ -aϜϜϜۆ_ 0000 0ϜϜϜϜϜ~p0 0 000000  0  <%F00 000 0000000ϜϜϜϜƹ  000 00 00   00      !ϜϜϜϜϜϜϜϜϜϜ0<ϜϜϜS  000!]\7ߜϜϜϜϜ組-@00 000000@000  %80  00 0000000ϜϜϜϜ  000 0000   00     0  5wϜϜϜϜϜϜϜϜϜ0;|^ٜ)  00  iϜϜϜϜϜϜϜ=00   000000000  !WW`00  00000@0000ϜϜϜϜϜ+4000 0 00000  00      00ƗϜϜϜϜϜϜϜϜϜ0:D]8P   00%&ϜϜϜϜϜϜà0000   000@@00   0  00000000@0ϜϜϜϜϜϜ000 000   00         00!SϜϜϜϜϜϜϜϜϜ09T]cp   00-ϜϜϜؼ;ʈ   00   0000000 #)5KP  000000000ϜϜϜϜϜϜ 00 000  0        000 ϜϜϜϜϜϜϜϜa8   0 00ʪ_ϜϜ)>9@0  00    000      4ݑΫ~ QP 00000000ϜϜϜϜϜϜɰ000  0 0        000@&fϜϜϜϜϜR#D@0000 0     0   wϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ0000@000%0//,󥮱Ϝã@00    0000000     --000 0        0    AϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜw00000 00ϜϜϜu0p0@  000@0@000   _ 000  0       00 0  ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ000000 R~ϜϜϜϜϜϜi 00 000@@@000  0   qڙ 0@0         00 0  ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ^ 0000䒓#ϜϜϜϜϜϜϜ@@0  00@@000 00 0    ] 0@0   0     0@0000 pϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ=0 08_ϜϜϜϜϜϜϜϜ0  000@@000 00  0   000 0000      0 0@@@000 %ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜGU61]!ϜϜϜϜϜϜϜϜϜϜ@ 0000@@000 00   00@0000 0000        00@@@0@0   T_ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜoϜϜϜϜϜϜϜϜϜϜϜB  000@@0@0 00  0@000000 0000        00@@00@00  CNϜϜϜϜϜϜμџϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ5    0@@ @0 @ 0  00   00000000        000 00 @0  F%ϜϜϜϜϜϜg (ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜpZ   0000 @@00000     0000@000      000 0 00@0 9ϜϜϜϜϜϜe "ʯϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜΒ0   00000@@000 0000  0000@00        0@@   00000-ϜϜϜϜϜV0 qϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ   000000@00@0000 0  00 00@@       0@0   000 002_ϜϜϜx# 9z]ߜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ    000000@ 0@@000000000000@00   0  00   000  000xϜϜϜ00  >eϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ͂     0  0@@  0@00 00000@@00@0@  0  0    000  000.^AϜϜB=  lտϜ}ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ0 0   00@0 0000  0@@0@@000@@0        00@    00;Ϝ̆Ò  (C ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ N  0      000 00 00  @@0@@@00@@0        0 0@@    005ssabo|E@  z  -ZϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ0      0  000 000000 0000000 000 0      0000@ 0   00Y|@     p   ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜo00  0  0    00000 00  0       0  0   00@00     00 00000?ϜZQ&p ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ鬺 00 00 0   0000@ @ 0 0    0  0    0   0000    00@0 0  KϜϜϜ؁ ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜW)00 00       000@ 0 0      0 0 0000    000     000 0 '"ϜϜϜ@ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ  00000   0 00  0    0@00    000 0 00     000 0   "p]ϜϜƬ0ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜjmR  0000    00 0    0    @0 0   000000   @00000000  N-Ϝf ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ    0000   0  00        0       000000 0  0   0000    YCΠjϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜˠ    0000      0   00    000      00000000000 00      %z ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜÌ      @00      0     0    00         00 000@0      0     8Gp-ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ     S @00      0  00  0   00          0 0000          % ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜg?   "I e0@ 00     00000  0   0                0        ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜV <`pp?YGz)`@: 0    00000 0 0   0 0     0           ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ/ϜϜg0;[b    00000   00 0 00                ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ+06NϜ4  0  0@0 0 0000                 0    ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ隐+!UloϜϜn)1K     0 000000    0 0  00    000   ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ8ϜϜϜϜϜ2    0000 0        0            ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ     000 0           00          ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜRKϜϜￜϜꭕ嚝\X2͚      000 0     00       0      ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ<嗨BXPE~?WhPr|8SX2                0             00     ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜn*"0009Oe?00000-1'@       0     0           000       ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜC@@00000001TϜϜRB        0 0000           0 0 00 0     ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ @@00 00 )ϜϜϜ\ 00      00000         0   00 00 0     ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜi0@00  0  5ϜϜϜ 000        0  0            0000 0     ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜHd@00  0  $?ϜϜ 000           00          0000         ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ١ 00    _ϜϜB0 0   0     0 000   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;[ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ |    @0@@@@@@0@@@@@@@@@@@@f[B@@@@0     3/ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ'0  @0@@@@@0@@@@@@@@@@@@@c0@@@@0%Y)44 /ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜʦ0 0 0@@@@@000@@@000@@@@0@_PY@  o0:g42ϜϜϜϜϜϜϜϜ*@9ϜϜϜϜϜϜϜPPPXŰ=9qϜϜϜϜܜ~N@@PPPPP``dTPa=8d 驽 k@``M@TϜϜϜ2 @@AϜϜϜϜϜϜϜϜϜϜϜϜ˜EZ5P~Ϝ6ǀ0pٟ+~#ZϜϜϜϜϜϜϜϜėPPDiϜϜϜϜϜϜϜPPP:}ϜϜߜϜϜϜϜϜϜ #_n PP`^[\ϪGY}[ϜϜ%IP0EϜϜϜϜwa@@@@FϜϜϜϜϜϜϜϜϜϜϜϜ@@@Ϝ`#m\2F_F$}I9UlϜϜϜϜϜϜϜϜ2D@@ϜϜϜϜϜϜϜ4°PRG/ϜϜ3~ϜϜϜϜϜϜϜ͈ϜϜ K{MʐKohϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ˩%@@@@:ϜϜϜϜϜϜϜϜϜϜϜϜ@P@iϜvp@E|8mt@@P¿;rV[4?ϜϜϜϜ"@ϜϜϜϜϜϜϜϜĭ VϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ>ϜϜϜϜϜvcP@@@P19_8ϜϜϜϜϜϜϜϜϜϜ@@@Cy Ϝ1 3v7@@9@PPmL+JP IyϜϜϜϜϜ́SpϜϜϜϜϜϜϜϜϜ]pQϜϜϜϜϜ3ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜΒW@@@@P@@KϜϜϜϜϜϜϜϜM 0@@@F `0o'%cq@PP?P@P\ϜϜϜߜϜϜsϜϜϜϜϜϜϜϜht@ϜΙF5pm1:{_ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜW{gd!}}}[@@B[oϜϜϜϜϜϜi j@@@@TS"FURTE dNPPPPP@@ϜϜȹBNg ߜϜϜϜϜϜϜϜϜϜ3@4x*Q-@0 4ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϻdTu]PdϜϜϜϜϜϜE@eT@@@@@@@ s00@Ϝb%D`P`pp`p`p`````````````````xϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜPPPPP0P0% P3/L󥾱Ϝäpp`````````p@  `````````--PPp`pp```p````p```````````BϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜwPPPPP@`0ϜϜϜu0pp``````p``pP0`````````oP``p`pp````````p``p````````[ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜPPPP@P S~ϜϜϜϜϜϜi@p``p`p`ppp`P  P````````qڙP`ppppppp``````pp`p````````NϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ^0PPPP #/ϜϜϜϜϜϜϜ@p`ppp``ppp``@ 0``@``````]P`p`p`p```````p````p``````qϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ>@ 0PX_ϜϜϜϜϜϜϜϜp``ppp``pp````  P`P`ppp````ppp```p```````p`pppp``````eϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜGU7Q]!ϜϜϜϜϜϜϜϜϜϜ`ppppp`pp``pp  0`pp`P````pppp``p````````pppp`pp``````ToϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜoϜϜϜϜϜϜϜϜϜϜϜB``p``p`````p`0 ``@@0P@P`Pppppp````````ppppp```p```P`sOϜϜϜϜϜϜμѯϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ5``p`ppp``p`p`@  00   `0@`@pppp`p```````pppp``p`pp````v'ϜϜϜϜϜϜh m(ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜpZ````p````p`p`P0    `0@```pp```````````ppp`p`ppp````yϜϜϜϜϜϜe0rʿϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜΒP````p``````pp`P@ @ @@0@`ppp`p`````````ppp`p`ppp````mϜϜϜϜϜV@pqϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ````````````p```0 @ 00  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`````*ϜϜϜϜϜϜϜϜϜϜϜϜ```nϜs`WϜϜϜϜϜM````p`pp``````````````````````p`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜYhP``gSc````dϜϜϜϜϜϜϜϜϜϜϜϜϜ``c@[~&`mϜϜϜϜϜ.Pp````pppp``````````````P``````p`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜTEPPPP8wpP``%ϜϜϜϜϜϜϜϜϜϜϜϜϜ``gϜ|ᲄ.plwϜzϜϜϜUppp``pppp``````p`````P````````p`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜRPP0N[0PP`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜ``dһ5Ϝt$!HϜϜϜppppppppppp````p``P`PP````````p`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜwt}U$@lPPPPPϜϜϜϜϜϜϜϜϜϜϜϜϜϜ R`S:ep9ϜϜϜpp`ppppppp`````p``PPPP````````p`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ20@PP``ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ`VpppϜ*"ϜϜ۠pptJ`ppppp`p````p```PPPP`P```p`p`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ1@@PPP`'ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ?@Sappppp!Ϝ*P1ϜϜ1pp\[@pppp``p````p````PPPP``ppp`p`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ@P@PPbϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ~0ppppp-?Ϝp ϜϜk$uqo@pppp````pp`p````PPP``pppppp`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜk0@P@@@PϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜdppppp%ϜuϜϜϜ lϜ@ppppppp``pppp```PP@``ppp`pp`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜP@@@@`lϜϜϜϜϜϜϜϜϜϜ<2@~.ϜϜ8Gp``Bpp{tϜϜ^PϜϜϜ#gu/@ppppppp`pppp`````PP``ppp`pp`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜu\0@@@P`fϜϜϜϜϜϜϜϜϜϜpuBOϜΘ@p``>``l~ϜϜx$ϜϜ`NYk@pppppppppppp`````PP``ppp`pppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜp8@@@PP`kϜϜϜϜϜϜϜϜϜe%`ppp9Ϝ~`p`pp`iϜ>ϜϜVp)8ArWpppppp`pppp`p`````PP``pp``pϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜHuP@@PuϜϜϜϜϜϜϜϜϜ_P@Pp~ Ĥp>ppppC]ϜϜϜ)!p(r;,pppppp`p`ppp`p``P``````pp`p`pϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜj*@@P nϜϜϜϜϜϜϜϜϜϜϜ` 0Ppu皰>d0ppp``KϜϜϜϜ"oppppp`pppp``pppp`````````ppppp`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜǞ3p@PD]_ϜϜϜϜϜϜϜϜϜϜ` @`p@q]p``p`uOϜϜϜ\ pppppp(wppp``p`p```````````pp``ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ# R@@PYϜϜϜϜϜϜϜϜϜPp @Ppppp`p`````ᯜϜϜϜpd0ppppwOpppp`ppp```````````pp`p`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜo˔0K.#`G@PWNϜϜϜϜϜϜϜϜϜ`pPPpppppp```p|/ϜϜϜϜppppO`ppp`p`ppp```````````ppp``ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ gJ$'ەPgϜϜϜϜϜϜϜϜϜa`p0`p`pppppp``pϜϜϜϜ`pppp`p``ppp````````P``p`pϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜޖFC̫lϜ>  eϜϜϜϜϜϜϜϜϜ~`Pp`ppppppp`p+Ϝ?Ϝ*pp``ppp`ppp```p````PPPPP``pϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ/3XP%ϜϜϜϜϜϜϜϜ`@pppppppppsQȲ3ۊ:(*Hp}//=Pppppppppp``````PPPP```pϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜo?̸nʩϜϜϜϜϜϜϜϜP Pppppppppp|S@p]ppPT/ wϜϜ~ p`pppppp``````PPPPPP`pϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜεϜϜϜϜϜϜϜϜϜϜϜϜYP@0``pppppp f~R0pppp+Ϝݺ#``ppppppp````p``P`````ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜbϜϜϜϜϜϜϜj@ `p`pppqߜϜ@ppppP䱬*p;`pPppppppp``PP``PP`ppppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ ~=0$ϜϜϜϜϜϜ/ Ppp`ppϜϜϜϜ`p``ppHܞ̗]``ppp`p`pp``p```P`pppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ/KϜϜϜϜϜϜ @`ppppϜϜϜϜppppppq"=ppqp pppp`pp`Pp```P`pppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜHϜϜϜϜϜϜ]p0 ``ppppw ϜϜϜϜppppppp|@-pp``pp`P``````ppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ}0P@p`pprBϜϜϜϜ DppppppppT?y;~ppppp````P````pppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ 00``ppps+ϜϜϜϜ`pprOϜx0d`pp`p`````````ppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ  `ppprϜϜϜPpppp4wϜ?``pp``p```````ppppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜǣ@0P`pppOϜϜϜ=pppBϟ}ǔppppp```````PpppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ * @PPppppϜϜϜ!ppppphI@ppppp`p```PP`ppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ@00PPppppϜϜϜˡppppppp`ppppppp```PP`ppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ?ϜϜϜϜϜϜϜϜϜϜϜϜϜmPp@ 0@@@`~ϜϜppp`ppppppppppwW pp``PPPpppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ }h@ @P0 @p1ϜϜ%ppppp`p```ppL(pp``PPPpppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜʰQϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ}  PP0@PpϜ{pppppppppppp`p`p#V `p``PPPPppppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜxWvϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ U PP@`pppxϜppppppppppp````aZbp`p`PPP`ppppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜΡPϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜt 0P0@ppZߜnpppp`ppp`p`ppppp`PPP``PppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ˙n\ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ/11p @00`ppDGi0ppppp`p`ps`pppp`PPP``ppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ 0 0Ppppp[SGpppp````pd `p`p`PPp`ppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ9P  @`ppޣϜb ppppppp`P``p``pp```Pp`ppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜΰ  Pppppp%ϜΟpppp`p``p```p`P````ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ2 0``pppsxϜϜ7pppppp``pp`P```p`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜV   @@ppxϜϜؠppppp`pppPP`ppp`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ8  0pp}ϜϜppppp``pp``P`p`p`ppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ.p 0pp>ϜϜȂppppp``p```P`p`ppppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ]P  @ppu0Ϝ,0p`pp```p``PP```p`ppϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ4  pppϜ˽pp`pP``&>p````p``pϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ| ppdx_ϜpppppPaP=f>p`````pϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜĔ Pppp0UAppPpP1L'w4gp```P`ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ9   pppppPppPy#(``````pϜϜޯ1ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ@ppppppPpp`cDp`````pppϜeGx5M ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜl␰@`ppppPppPMbsmpp`bPP````pW- P0 4^RϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ! `pppp`PpPfΤ8I(``````@@0 ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜPpppppPPpP&ϜϜ"p``p``  0{ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜc  Ppppppp`PpPxϜϜϜϜݳ0```pp`    098ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜά0Ϝ@pppPP`P+/ϜϜϜϜ^`p`p`p@    04pϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ?̣%@pppp`PPPW[ԏ>ϜϜ1p````p@      BϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ4Ϝ$p0pppppppPPPPXD%&TN s_Rp````p     ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜtw}0 ppp`@ppp`PPPPP`PP`i@``p``      DϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ6S$m@`PppPp`p`PPPPP````U&,P`ppp      +[ϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜϜ | 0  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Q( Md҈gn+^0'~>;-FuV*Iz |Kqu]Nnx;WsZ9.1*gx 2**31-1: macros.append(('__64BIT__',1)) else: if sys.maxint > 2**31-1: macros.append(('__64BIT__',1)) g2clibext = Extension("g2clib",g2clib_deps,include_dirs=incdirs,\ library_dirs=libdirs,libraries=libraries,runtime_library_dirs=libdirs,define_macros=macros) redtoregext =\ Extension("redtoreg",["redtoreg.c"],include_dirs=[numpy.get_include()]) pygribext =\ Extension("pygrib",["pygrib.c"],include_dirs=incdirs,library_dirs=libdirs,\ runtime_library_dirs=libdirs,libraries=libraries) # man pages installed in man_dir/man1 if man_dir is not None: manpages = glob.glob(os.path.join('man','*.1')) data_files = [(os.path.join(man_dir,'man1'), manpages)] # if man_dir not set, man pages not installed else: data_files = None setup(name = "pygrib", version = "1.9.8", description = "Python module for reading/writing GRIB files", author = "Jeff Whitaker", author_email = "jeffrey.s.whitaker@noaa.gov", url = "http://code.google.com/p/pygrib", download_url = "http://code.google.com/p/pygrib/downloads/list", scripts = ['utils/grib_list','utils/grib_repack','utils/cnvgrib1to2','utils/cnvgrib2to1'], ext_modules = [pygribext,g2clibext,redtoregext], py_modules = ["ncepgrib2"], data_files = data_files) pygrib-1.9.8/test.py000066400000000000000000000275221224541055300143670ustar00rootroot00000000000000def test(): """ demonstrates basic pygrib functionality. open a grib file, create an iterator. >>> import pygrib >>> list(pygrib.open('sampledata/flux.grb')) [1:Precipitation rate:kg m**-2 s**-1 (avg):regular_gg:surface:level 0:fcst time 108-120 hrs (avg):from 200402291200, 2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200, 3:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200, 4:Minimum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200] >>> pygrib.open('sampledata/flux.grb').read() [1:Precipitation rate:kg m**-2 s**-1 (avg):regular_gg:surface:level 0:fcst time 108-120 hrs (avg):from 200402291200, 2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200, 3:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200, 4:Minimum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200] >>> grbs = pygrib.open('sampledata/flux.grb') acts like a file object >>> grbs.tell() 0 >>> grbs.read(1) [1:Precipitation rate:kg m**-2 s**-1 (avg):regular_gg:surface:level 0:fcst time 108-120 hrs (avg):from 200402291200] >>> grbs.tell() 1 >>> grbs.read(2) [2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200, 3:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200] >>> grbs.read() [4:Minimum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200] >>> grbs.seek(1) >>> grbs.readline() 2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200 >>> grbs.seek(-3,2) >>> grbs.readline() 2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200 >>> grbs.seek(1,1) >>> grbs.readline() 4:Minimum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 >>> grbs.seek(0) first grib message >>> grb1 = grbs.readline() >>> grb1 1:Precipitation rate:kg m**-2 s**-1 (avg):regular_gg:surface:level 0:fcst time 108-120 hrs (avg):from 200402291200 iterate over rest of grib messages. >>> for grb in grbs: grb 2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200 3:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 4:Minimum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 iterator now positioned at last message >>> grb 4:Minimum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 grb1 is still first grib message >>> grb1 1:Precipitation rate:kg m**-2 s**-1 (avg):regular_gg:surface:level 0:fcst time 108-120 hrs (avg):from 200402291200 position iterator at beginning again. >>> grbs.rewind() >>> for grb in grbs: grb 1:Precipitation rate:kg m**-2 s**-1 (avg):regular_gg:surface:level 0:fcst time 108-120 hrs (avg):from 200402291200 2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200 3:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 4:Minimum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 get a specific grib message from the iterator. iterator will be positioned at this message. >>> grb = grbs.message(3) >>> grb # 3rd message 3:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 indexing iterator with an integer key has the same result, except that the position of iterator does not change. >>> grbs.seek(0) # position iterator at beginning (same as grbs.rewind()) >>> grb = grbs[2] # 2nd message >>> grb 2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200 position iterator at next grib message. >>> grb = grbs.readline() >>> grb # back to the 1st message 1:Precipitation rate:kg m**-2 s**-1 (avg):regular_gg:surface:level 0:fcst time 108-120 hrs (avg):from 200402291200 use select method to choose grib messages based upon specified key/value pairs. >>> selected_grbs = grbs.select(level=2,typeOfLevel='heightAboveGround') # get all 2-m level fields >>> for grb in selected_grbs: grb 3:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 4:Minimum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 or create grib index instance for faster searching >>> grbindx = pygrib.index('sampledata/flux.grb','name','typeOfLevel','level') >>> selgrbs = grbindx(name='Minimum temperature',level=2,typeOfLevel='heightAboveGround') >>> for grb in selgrbs: grb 1:Minimum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 >>> selgrbs = grbindx(name='Maximum temperature',level=2,typeOfLevel='heightAboveGround') >>> for grb in selgrbs: grb 1:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 >>> grbindx.write('flux.grb.idx') # save the index >>> grbindx.close() reload the saved index >>> grbindx = pygrib.index('flux.grb.idx') >>> selgrbs = grbindx(name='Minimum temperature',level=2,typeOfLevel='heightAboveGround') >>> for grb in selgrbs: grb 1:Minimum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 >>> selgrbs = grbindx(name='Maximum temperature',level=2,typeOfLevel='heightAboveGround') >>> for grb in selgrbs: grb 1:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 >>> grbindx.close() >>> grb = selgrbs[0] >>> grb 1:Maximum temperature:K (instant):regular_gg:heightAboveGround:level 2 m:fcst time 108-120 hrs:from 200402291200 get the data and the lat/lon values of the Max temp grid >>> data = grb['values'] # 'values' returns the data >>> 'shape/min/max data %s %6.2f %6.2f'%(str(data.shape),data.min(),data.max()) 'shape/min/max data (94, 192) 223.70 319.90' >>> lats, lons = grb.latlons() # returns lat/lon values on grid. >>> str('min/max of %d lats on %s grid %4.2f %4.2f' % (grb['Nj'], grb['typeOfGrid'],lats.min(),lats.max())) 'min/max of 94 lats on regular_gg grid -88.54 88.54' >>> str('min/max of %d lons on %s grid %4.2f %4.2f' % (grb['Ni'], grb['typeOfGrid'],lons.min(),lons.max())) 'min/max of 192 lons on regular_gg grid 0.00 358.12' get 2nd grib message from the iterator >>> grb = grbs.message(2) >>> grb 2:Surface pressure:Pa (instant):regular_gg:surface:level 0:fcst time 120 hrs:from 200402291200 >>> 'valid date %s' % grb['validityDate'] 'valid date 20040305' >>> 'min/max %5.1f %5.1f' % (grb['minimum'],grb['maximum']) 'min/max 49650.0 109330.0' change the forecast time. gribmessage keys can be accessed either via attributes or key/value pairs. >>> grb['forecastTime'] = 168 >>> grb['forecastTime'] 168 >>> grb.forecastTime = 240 >>> grb.forecastTime 240 >>> grb['parameterNumber'] = 2 # change to pressure tendency >>> data = grb['values'] >>> grb['values']=data/1000. # rescale open an output file for writing >>> grbout = open('test.grb','wb') get coded binary string for modified message >>> msg = grb.tostring() write to file and close. >>> ret = grbout.write(msg) >>> grbout.close() reopen file, check contents. >>> grbs = pygrib.open('test.grb') >>> grb = grbs.readline() >>> grb 1:Pressure tendency:Pa s**-1 (instant):regular_gg:surface:level 0:fcst time 240 hrs:from 200402291200 >>> 'valid date %s' % grb['validityDate'] 'valid date 20040310' >>> grb.analDate datetime.datetime(2004, 2, 29, 12, 0) >>> grb.validDate datetime.datetime(2004, 3, 10, 12, 0) disable this test for now, since the result depends on the version of grib_api installed. #>>> str('min/max %4.2f %4.2f' % (grb['minimum'],grb['maximum'])) #'min/max 49.65 109.65' >>> grbs.close() test open.select with scalars, sequences and functions. >>> grbs = pygrib.open('sampledata/gfs.grb') >>> sel_grbs = grbs.select(shortName='t',level=500) >>> for grb in sel_grbs: grb 101:Temperature:K (instant):regular_ll:isobaricInhPa:level 50000 Pa:fcst time 72 hrs:from 201110080000 >>> sel_grbs = grbs.select(shortName='t',level=(850,700,500)) >>> for grb in sel_grbs: grb 101:Temperature:K (instant):regular_ll:isobaricInhPa:level 50000 Pa:fcst time 72 hrs:from 201110080000 133:Temperature:K (instant):regular_ll:isobaricInhPa:level 70000 Pa:fcst time 72 hrs:from 201110080000 157:Temperature:K (instant):regular_ll:isobaricInhPa:level 85000 Pa:fcst time 72 hrs:from 201110080000 >>> sel_grbs = grbs.select(shortName='t',level=lambda l: l < 500 and l >= 300) >>> for grb in sel_grbs: grb 69:Temperature:K (instant):regular_ll:isobaricInhPa:level 30000 Pa:fcst time 72 hrs:from 201110080000 77:Temperature:K (instant):regular_ll:isobaricInhPa:level 35000 Pa:fcst time 72 hrs:from 201110080000 85:Temperature:K (instant):regular_ll:isobaricInhPa:level 40000 Pa:fcst time 72 hrs:from 201110080000 93:Temperature:K (instant):regular_ll:isobaricInhPa:level 45000 Pa:fcst time 72 hrs:from 201110080000 >>> lats, lons = grb.latlons() # returns lat/lon values on grid. >>> str('min/max of %d lats on %s grid %4.2f %4.2f' % (grb['Nj'], grb['typeOfGrid'],lats.min(),lats.max())) 'min/max of 73 lats on regular_ll grid -90.00 90.00' test data subsetting via data method. >>> datsubset,latsubset,lonsubset=grb.data(lat1=15,lat2=65,lon1=220,lon2=320) >>> latsubset.min(),latsubset.max(),lonsubset.min(),lonsubset.max() (15.0, 65.0, 220.0, 320.0) >>> 'shape/min/max data subset %s %6.2f %6.2f' % (str(datsubset.shape),datsubset.min(),datsubset.max()) 'shape/min/max data subset (21, 41) 239.30 268.60' >>> grbstr = grb.tostring() >>> grb2 = pygrib.fromstring(grbstr) >>> grb2 1:Temperature:K (instant):regular_ll:isobaricInhPa:level 45000 Pa:fcst time 72 hrs:from 201110080000 >>> grb2.analDate datetime.datetime(2011, 10, 8, 0, 0) >>> grb2.validDate datetime.datetime(2011, 10, 11, 0, 0) >>> grbs.close() >>> grbs = pygrib.open('sampledata/gfs.t12z.pgrbf120.2p5deg.grib2') >>> # see if multi-part grib messages are counted properly >>> grbs.messages 343 >>> grbs.close() test ndfd file with 'grid_complex_spatial_differencing' encoding >>> grbs = pygrib.open('sampledata/dspr.temp.bin') >>> for grb in grbs: grb 1:Maximum temperature:K (max):mercator:surface:level 0:fcst time 2-14 hrs (max):from 201109292200 2:Maximum temperature:K (max):mercator:surface:level 0:fcst time 26-38 hrs (max):from 201109292200 3:Maximum temperature:K (max):mercator:surface:level 0:fcst time 50-62 hrs (max):from 201109292200 4:Maximum temperature:K (max):mercator:surface:level 0:fcst time 74-86 hrs (max):from 201109292200 >>> str(grb.packingType) 'grid_complex_spatial_differencing' >>> data = grb.values >>> str('min/max %5.2f %5.2f' % (data.min(), data.max())) 'min/max 295.40 308.10' """ if __name__ == "__main__": import doctest doctest.testmod(verbose=True) import pygrib, sys sys.stdout.write('using GRIB API version %s\n' % pygrib.grib_api_version) pygrib-1.9.8/test/000077500000000000000000000000001224541055300140055ustar00rootroot00000000000000pygrib-1.9.8/test/README000066400000000000000000000003571224541055300146720ustar00rootroot00000000000000these examples read GRIB files and generate plots of the data using matplotlib and the basemap toolkit (both availabe from http://matplotlib.sf.net). test_spectral.py also uses pyspharm, available from http://code.google.com/p/pyspharm. pygrib-1.9.8/test/animate.py000066400000000000000000000024261224541055300160010ustar00rootroot00000000000000import pygrib, time import matplotlib.pyplot as plt import numpy as np from mpl_toolkits.basemap import Basemap import matplotlib.animation as animation # animation example. grbs = pygrib.open('../sampledata/safrica.grib2') # grab all "brightness temp" grib messages. btemps = [grb for grb in grbs if grb['name']=='Brightness temperature'] grb = btemps[0] lats, lons = grb.latlons() projd = grb.projparams grbs.close() # create a map projection for the domain, plot 1st image on it. m =\ Basemap(projection=projd['proj'],lat_ts=projd['lat_ts'],lon_0=projd['lon_0'],\ lat_0=projd['lat_0'],rsphere=(projd['a'],projd['b']),\ llcrnrlat=lats[0,0],urcrnrlat=lats[-1,-1],\ llcrnrlon=lons[0,0],urcrnrlon=lons[-1,-1],resolution='i') fig = plt.figure(figsize=(8,7)) m.drawcoastlines() m.drawcountries() grb = btemps[0] im = m.imshow(grb['values'],interpolation='nearest',vmin=230,vmax=310) plt.colorbar(orientation='horizontal') m.drawparallels(np.arange(-80,10,10),labels=[1,0,0,0]) m.drawmeridians(np.arange(-80,81,20),labels=[0,0,0,1]) txt = plt.title(grb,fontsize=8) def updatefig(nt): global im,txt,btemps,cnt,delay grb = btemps[nt] im.set_data(grb['values']) txt.set_text(repr(grb)) ani = animation.FuncAnimation(fig, updatefig, frames=len(btemps)) plt.show() pygrib-1.9.8/test/set_bitmap.py000066400000000000000000000015741224541055300165150ustar00rootroot00000000000000import pygrib grib1 = False if grib1: infile = '../sampledata/regular_latlon_surface.grib1' else: infile = '../sampledata/regular_latlon_surface.grib2' outfile = 'out.grib' grbs = pygrib.open(infile) grb = grbs.readline() data = grb['values'] grb['missingValue']=9999. grb['bitmapPresent']=1 nx = grb['Ni']; ny = grb['Nj'] data[3*ny/8:5*ny/8,3*nx/8:5*nx/8]=grb['missingValue'] grb['values']=data msg = grb.tostring() grbs.close() f = open(outfile,'wb') f.write(msg) f.close() grbs = pygrib.open('out.grib') grb = grbs.readline() data = grb['values'] lats,lons = grb.latlons() grbs.close() # should be a hole in the middle of the plot from mpl_toolkits.basemap import Basemap import matplotlib.pyplot as plt m = Basemap(llcrnrlon=lons.min(),urcrnrlon=lons.max(),llcrnrlat=lats.min(),urcrnrlat=lats.max(),projection='cyl') m.drawcoastlines() m.contourf(lons,lats,data,15) plt.show() pygrib-1.9.8/test/test_Grib2Encode.py000066400000000000000000000034401224541055300175020ustar00rootroot00000000000000from __future__ import print_function import pygrib import numpy as np from numpy import ma from ncepgrib2 import Grib2Decode, Grib2Encode from mpl_toolkits.basemap import Basemap import matplotlib.pyplot as plt # read soil moisture grib record with GRIB API. grbs = pygrib.open('../sampledata/gfs.t12z.pgrbf120.2p5deg.grib2') grbmsg = grbs[208] # soil moisture data = grbmsg.values print(data.min(), data.max()) # convert grib message to a ncepgrib2.Grib2Message instance. grb = Grib2Decode(grbmsg.tostring(), gribmsg=True) # re-write the grib message to a new file. f=open('test_masked.grb','wb') grbo = Grib2Encode(grb.discipline_code,grb.identification_section) grbo.addgrid(grb.grid_definition_info,grb.grid_definition_template) # add product definition template, data representation template # and data (including bitmap which is read from data mask). grbo.addfield(grb.product_definition_template_number,grb.product_definition_template,grb.data_representation_template_number,grb.data_representation_template,data) # finalize the grib message. grbo.end() # write it to the file. f.write(grbo.msg) # close the output file f.close() # read and plot the data in the new file. # ..with pygrib #grbs = pygrib.open('test_masked.grb') #grb = grbs.readline() # ..with ncepgrib2 grb = Grib2Decode('test_masked.grb') lats,lons = grb.latlons() data = grb.values print(data.min(), data.max()) m = Basemap(lon_0=180,projection='kav7') x, y = m(lons, lats) CS = m.contourf(x,y,data,15,cmap=plt.cm.jet) m.drawmapboundary(fill_color='w') m.colorbar() m.drawcoastlines() # draw parallels delat = 30. circles = np.arange(-90.,90.+delat,delat) m.drawparallels(circles,labels=[1,0,0,0]) # draw meridians delon = 60. meridians = np.arange(0,360,delon) m.drawmeridians(meridians,labels=[0,0,0,1]) plt.title('soil moisture') plt.show() pygrib-1.9.8/test/test_ectigge.py000066400000000000000000000015131224541055300170250ustar00rootroot00000000000000import pygrib import matplotlib.pyplot as plt import numpy as np from numpy import ma from mpl_toolkits.basemap import Basemap grbs = pygrib.open('../sampledata/ecmwf_tigge.grb') grb = grbs.select(parameterName='Soil moisture')[0] fld = grb.values; lats,lons = grb.latlons() #from ncepgrib2 import Grib2Decode #grbs = Grib2Decode('../sampledata/ecmwf_tigge.grb') #grbx = grbs[14] #fld = grbx.data() #lats,lons = grbx.grid() m = Basemap(lon_0=180) CS = m.contourf(lons,lats,fld,15,cmap=plt.cm.jet) plt.colorbar(shrink=0.6) m.drawcoastlines() # draw parallels delat = 30. circles = np.arange(-90.,90.+delat,delat) m.drawparallels(circles,labels=[1,0,0,0]) # draw meridians delon = 60. meridians = np.arange(0,360,delon) m.drawmeridians(meridians,labels=[0,0,0,1]) plt.title(grb['parameterName']+' on ECMWF Reduced Gaussian Grid') plt.show() pygrib-1.9.8/test/test_eumetsat.py000066400000000000000000000032671224541055300172550ustar00rootroot00000000000000import pygrib import numpy as np import matplotlib.pyplot as plt from mpl_toolkits.basemap import Basemap grbs = pygrib.open('../sampledata/eumetsat_precip.grb') grb = grbs.readline() fld = grb['values'] lats, lons = grb.latlons() rsphere = (grb.projparams['a'], grb.projparams['b']) lon_0 = grb.projparams['lon_0'] h = grb.projparams['h'] projection = grb.projparams['proj'] plt.figure() m = Basemap(lon_0=lon_0,satellite_height=h,\ rsphere = rsphere,\ resolution='l',area_thresh=10000.,projection='geos') # plot every 50th point. x, y = m(lons,lats) m.scatter(x[::50,::50].flat,y[::50,::50].flat,1,marker='o',color='k',zorder=10) m.drawcoastlines() m.drawcountries() m.drawcoastlines() # contour data. m.contourf(x,y,fld,30) # pcolor image (slower) #m.pcolor(x,y,fld) m.drawparallels(np.arange(-80,81,20)) m.drawmeridians(np.arange(-90,90,20)) m.drawmapboundary() plt.title('EUMETSAT geostationary projection grid 1') grb = grbs.readline() fld = grb['values'] lats, lons = grb.latlons() rsphere = (grb.projparams['a'], grb.projparams['b']) lon_0 = grb.projparams['lon_0'] h = grb.projparams['h'] grbs.close() plt.figure() m = Basemap(lon_0=lon_0,satellite_height=h,\ rsphere = rsphere,\ resolution='l',area_thresh=10000.,projection='geos') # plot every 30th point. x, y = m(lons,lats) m.scatter(x[::30,::30].flat,y[::30,::30].flat,1,marker='o',color='k',zorder=10) m.drawcoastlines() m.drawcountries() m.drawcoastlines() # contour data. m.contourf(x,y,fld,30) # pcolor image (slower) #m.pcolor(x,y,fld) m.drawparallels(np.arange(-80,81,20)) m.drawmeridians(np.arange(-90,90,20)) m.drawmapboundary() plt.title('EUMETSAT geostationary projection grid 2') plt.show() pygrib-1.9.8/test/test_gaussian.py000066400000000000000000000006411224541055300172310ustar00rootroot00000000000000import pygrib import matplotlib.pyplot as plt from mpl_toolkits.basemap import Basemap grbs = pygrib.open('../sampledata/flux.grb') grb = grbs.message(2) lats, lons = grb.latlons() data = grb['values'] m = Basemap(lon_0=180) #m.scatter(lons.flat,lats.flat,1,marker='o',color='k',zorder=10) x,y = m(lons,lats) m.drawcoastlines() m.contourf(x,y,data,15) #m.fillcontinents() plt.title('Global Gaussian Grid') plt.show() pygrib-1.9.8/test/test_lambert.py000066400000000000000000000016331224541055300170470ustar00rootroot00000000000000import pygrib import matplotlib.pyplot as plt from mpl_toolkits.basemap import Basemap grbs = pygrib.open('../sampledata/eta.grb') grb = grbs.select(parameterName='Pressure',typeOfLevel='surface')[0] data = grb.values lats, lons = grb.latlons() llcrnrlon = lons[0,0] llcrnrlat = lats[0,0] urcrnrlon = lons[-1,-1] urcrnrlat = lats[-1,-1] rsphere = (grb.projparams['a'], grb.projparams['b']) lon_0 = grb.projparams['lon_0'] lat_1 = grb.projparams['lat_1'] lat_2 = grb.projparams['lat_2'] projection = grb.projparams['proj'] m = Basemap(llcrnrlon=llcrnrlon,llcrnrlat=llcrnrlat, urcrnrlon=urcrnrlon,urcrnrlat=urcrnrlat,rsphere=rsphere,lon_0=lon_0, lat_1=lat_1,lat_2=lat_2,resolution='l',projection=projection) x,y = m(lons, lats) m.scatter(x.flat,y.flat,3,marker='o',color='k',zorder=10) m.drawcoastlines() x,y = m(lons,lats) m.contourf(x,y,data,15) plt.title('Lambert Conformal Model Grid') plt.show() pygrib-1.9.8/test/test_ndfd_conus.py000066400000000000000000000023601224541055300175410ustar00rootroot00000000000000import pygrib, sys import matplotlib.pyplot as plt from mpl_toolkits.basemap import Basemap grbs = pygrib.open('../sampledata/ds.maxt.bin') g = grbs.message(1) lats, lons = g.latlons() data = g.values #from ncepgrib2 import Grib2Decode #grbx = Grib2Decode(g.tostring(),gribmsg=True) #data = grbx.data() llcrnrlon = lons[0,0] llcrnrlat = lats[0,0] urcrnrlon = lons[-1,-1] urcrnrlat = lats[-1,-1] rsphere = (g.projparams['a'],g.projparams['b']) lat_1 = g.projparams['lat_1'] lat_2 = g.projparams['lat_2'] lon_0 = g.projparams['lon_0'] projection = g.projparams['proj'] fig=plt.figure() sys.stdout.write(repr(g.projparams)+'\n') ax = fig.add_axes([0.1,0.1,0.75,0.75]) m = Basemap(llcrnrlon=llcrnrlon,llcrnrlat=llcrnrlat, urcrnrlon=urcrnrlon,urcrnrlat=urcrnrlat,rsphere=rsphere,lon_0=lon_0, lat_1=lat_1,lat_2=lat_2,resolution='l',projection=projection,area_thresh=10000) x,y = m(lons, lats) cs = m.contourf(x,y,data,20,cmap=plt.cm.jet) m.drawcoastlines() m.drawstates() m.drawcountries() # new axis for colorbar. cax = plt.axes([0.875, 0.15, 0.03, 0.65]) plt.colorbar(cs, cax, format='%g') # draw colorbar plt.axes(ax) # make the original axes current again plt.title('NDFD Temp CONUS %d-h forecast'% g['forecastTime'],fontsize=12) plt.show() pygrib-1.9.8/test/test_ndfd_pr.py000066400000000000000000000023601224541055300170330ustar00rootroot00000000000000import pygrib import numpy as np import matplotlib.pyplot as plt from mpl_toolkits.basemap import Basemap grbs = pygrib.open('../sampledata/dspr.temp.bin') grb = grbs.select(forecastTime=26)[0] data = grb['values'] lats, lons = grb.latlons() llcrnrlon = lons[0,0] llcrnrlat = lats[0,0] urcrnrlon = lons[-1,-1] urcrnrlat = lats[-1,-1] rsphere = (grb.projparams['a'], grb.projparams['b']) lat_ts = grb.projparams['lat_ts'] lon_0 = grb.projparams['lon_0'] projection = grb.projparams['proj'] fig=plt.figure() ax = fig.add_axes([0.1,0.1,0.75,0.75]) m = Basemap(llcrnrlon=llcrnrlon,llcrnrlat=llcrnrlat, urcrnrlon=urcrnrlon,urcrnrlat=urcrnrlat,rsphere=rsphere,lon_0=lon_0, lat_ts=lat_ts,resolution='h',projection=projection) x,y = m(lons, lats) cs = m.contourf(x,y,data,20,cmap=plt.cm.jet) m.drawcoastlines() m.drawstates() m.drawcountries() m.drawmeridians(np.arange(280,300,1),labels=[0,0,0,1]) m.drawparallels(np.arange(16,21,1),labels=[1,0,0,0]) # new axis for colorbar. cax = plt.axes([0.875, 0.10, 0.03, 0.75]) plt.colorbar(cs, cax, format='%g') # draw colorbar plt.axes(ax) # make the original axes current again plt.title('NDFD Temp Puerto Rico %d-h fcst from %d' %\ (grb['forecastTime'],grb['dataDate']),fontsize=12) plt.show() pygrib-1.9.8/test/test_reduced_ll.py000066400000000000000000000005501224541055300175200ustar00rootroot00000000000000import pygrib import numpy as np import matplotlib.pyplot as plt from mpl_toolkits.basemap import Basemap grbs = pygrib.open('../sampledata/reduced_latlon_surface.grib2') grb = grbs.readline() data = grb['values'] lats, lons = grb.latlons() m = Basemap(lon_0=180) x,y = m(lons,lats) m.drawcoastlines() m.contourf(x,y,data,15) plt.title(grb['name']) plt.show() pygrib-1.9.8/test/test_reglatlon.py000066400000000000000000000020351224541055300174050ustar00rootroot00000000000000import pygrib import matplotlib.pyplot as plt from mpl_toolkits.basemap import Basemap grbs = pygrib.open('../sampledata/gfs.grb') grb = grbs.select(name='Orography')[0] grb2 = grbs.select(name='Volumetric soil moisture content')[0] data = grb.values; lats,lons = grb.latlons() data2 = grb2.values m = Basemap(llcrnrlon=lons.min(),llcrnrlat=lats.min(),urcrnrlon=lons.max(),urcrnrlat=lats.max(),projection='cyl') m.drawcoastlines() m.contourf(lons,lats,data,15,cmap=plt.cm.hot_r) plt.title('%s Global Lat/Lon Grid' % grb.name) fig = plt.figure() m.drawcoastlines() m.contourf(lons,lats,data2,15,cmap=plt.cm.spectral) plt.title('%s Global Lat/Lon Grid' % grb2.name) lat1=15; lat2=65; lon1=220; lon2=320 datsubset,latsubset,lonsubset=grb.data(lat1=lat1,lat2=lat2,lon1=lon1,lon2=lon2) fig = plt.figure() m = Basemap(llcrnrlon=lon1,llcrnrlat=lat1,urcrnrlon=lon2,urcrnrlat=lat2,projection='cyl',resolution='l') m.drawcoastlines() m.contourf(lonsubset,latsubset,datsubset,15,cmap=plt.cm.hot_r) plt.title('%s Regional Lat/Lon Grid' % grb.name) plt.show() pygrib-1.9.8/test/test_rotated_ll.py000066400000000000000000000011751224541055300175530ustar00rootroot00000000000000import pygrib import numpy as np import matplotlib.pyplot as plt from mpl_toolkits.basemap import Basemap import sys grbs = pygrib.open('../sampledata/cl00010000_ecoclimap_rot.grib1') grb = grbs.message(7) lats, lons = grb.latlons() sys.stdout.write(repr(grb.projparams)+'\n') data = grb['values'] m = Basemap(projection='stere',lon_0=10,lat_0=55,width=5000.e3,height=5000.e3,resolution='l') x,y = m(lons,lats) m.drawcoastlines() m.contourf(x,y,data,15) m.scatter(x[::5,::5].flat,y[::5,::5].flat,1,marker='o',color='k',zorder=10) m.drawmeridians(np.arange(-60,61,5)) m.drawparallels(np.arange(20,80,5)) plt.title(grb['name']) plt.show() pygrib-1.9.8/test/test_spectral.py000066400000000000000000000035511224541055300172370ustar00rootroot00000000000000from mpl_toolkits.basemap import Basemap import matplotlib.pyplot as plt import pygrib import numpy as np try: import spharm except: raise ImportError("requires pyspharm (python spherical harmonic module) from http://code.google.com/p/pyspharm") grbs = pygrib.open('../sampledata/spherical_pressure_level.grib1') g = grbs[1] fld = g.values # ECMWF normalizes the spherical harmonic coeffs differently than NCEP. # (m=0,n=0 is global mean, instead of sqrt(2)/2 times global mean) fld = 2.*fld/np.sqrt(2.) fldr = fld[0::2] fldi = fld[1::2] fld = np.zeros(fldr.shape,'F') fld.real = fldr fld.imag = fldi nlons = 360; nlats = 181 s = spharm.Spharmt(nlons,nlats) data = s.spectogrd(fld) lons = (360./nlons)*np.arange(nlons) lats = 90.-(180./(nlats-1))*np.arange(nlats) lons, lats = np.meshgrid(lons, lats) # stack grids side-by-side (in longitiudinal direction), so # any range of longitudes (between -360 and 360) may be plotted on a world map. lons = np.concatenate((lons-360,lons),1) lats = np.concatenate((lats,lats),1) data = np.concatenate((data,data),1) # setup miller cylindrical map projection. m = Basemap(llcrnrlon=-180.,llcrnrlat=-90,urcrnrlon=180.,urcrnrlat=90.,\ resolution='l',area_thresh=10000.,projection='mill') x, y = m(lons,lats) CS = m.contourf(x,y,data,15,cmap=plt.cm.jet) ax = plt.gca() pos = ax.get_position() l, b, w, h = pos.bounds cax = plt.axes([l+w+0.025, b, 0.025, h]) # setup colorbar axes plt.colorbar(drawedges=True, cax=cax) # draw colorbar plt.axes(ax) # make the original axes current again m.drawcoastlines() # draw parallels delat = 30. circles = np.arange(-90.,90.+delat,delat) m.drawparallels(circles,labels=[1,0,0,0]) # draw meridians delon = 60. meridians = np.arange(-180,180,delon) m.drawmeridians(meridians,labels=[0,0,0,1]) plt.title(repr(g['level'])+' '+g['typeOfLevel']+' '+g['name']+' from Spherical Harmonic Coeffs') plt.show() pygrib-1.9.8/test/test_stere.py000066400000000000000000000032661224541055300165470ustar00rootroot00000000000000import pygrib import matplotlib.pyplot as plt from mpl_toolkits.basemap import Basemap grbs = pygrib.open('../sampledata/ngm.grb') grb = grbs.select(parameterName='Pressure',typeOfLevel='surface')[0] data = grb.values; lats,lons = grb.latlons() llcrnrlon = lons[0,0] llcrnrlat = lats[0,0] urcrnrlon = lons[-1,-1] urcrnrlat = lats[-1,-1] rsphere = (grb.projparams['a'], grb.projparams['b']) lat_ts = grb.projparams['lat_ts'] lon_0 = grb.projparams['lon_0'] lat_0 = grb.projparams['lat_0'] projection = grb.projparams['proj'] m = Basemap(llcrnrlon=llcrnrlon,llcrnrlat=llcrnrlat, urcrnrlon=urcrnrlon,urcrnrlat=urcrnrlat,rsphere=rsphere,lon_0=lon_0, lat_ts=lat_ts,lat_0=lat_0,resolution='l',projection=projection) x,y = m(lons, lats) m.scatter(x.flat,y.flat,3,marker='o',color='k',zorder=10) m.drawcoastlines() m.contourf(x,y,data,15) plt.title('Stereographic Model Grid (NCEP)') plt.figure() grbs = pygrib.open('../sampledata/CMC_reg_WIND_ISBL_300_ps60km_2010052400_P012.grib') # this file has key "projectionCenterFlag" grb = grbs.readline() data = grb['values'] lats,lons = grb.latlons() llcrnrlon = lons[0,0] llcrnrlat = lats[0,0] urcrnrlon = lons[-1,-1] urcrnrlat = lats[-1,-1] rsphere = (grb.projparams['a'], grb.projparams['b']) lat_ts = grb.projparams['lat_ts'] lon_0 = grb.projparams['lon_0'] lat_0 = grb.projparams['lat_0'] projection = grb.projparams['proj'] m = Basemap(llcrnrlon=llcrnrlon,llcrnrlat=llcrnrlat, urcrnrlon=urcrnrlon,urcrnrlat=urcrnrlat,rsphere=rsphere,lon_0=lon_0, lat_ts=lat_ts,lat_0=lat_0,resolution='l',projection=projection) m.drawcoastlines() x,y = m(lons,lats) m.contourf(x,y,data,15) plt.title('Stereographic Model Grid (CMC)') plt.show() pygrib-1.9.8/test/test_tigge.py000066400000000000000000000016471224541055300165250ustar00rootroot00000000000000import numpy as np from mpl_toolkits.basemap import Basemap from numpy import ma import pygrib, sys import matplotlib.pyplot as plt for grb in pygrib.open('../sampledata/tigge.grb'): fld = 0.01*grb['values'] # convert to hPa lats,lons = grb.latlons() sys.stdout.write('%s %s %s %s' % \ (grb['centre'], fld.shape, fld.min(), fld.max())) fig=plt.figure(figsize=(10,5)) fig.add_axes([0.1,0.1,0.8,0.8]) # setup robinson world map projection. m = Basemap(projection='robin',lon_0=180) x, y = m(lons,lats) levels = np.arange(475,1101,25) CS = m.contourf(x,y,fld,levels,cmap=plt.cm.jet) plt.colorbar(drawedges=True, shrink=0.8) # draw colorbar m.drawcoastlines() m.drawparallels(np.arange(-80,81,20),labels=[1,0,0,0]) m.drawmeridians(np.arange(0,360,60),labels=[0,0,0,1]) m.drawmapboundary() plt.title(grb['name']+': '+grb['centre'].upper(),fontsize=12) plt.show() pygrib-1.9.8/test/test_tpcprblty.py000066400000000000000000000020311224541055300174350ustar00rootroot00000000000000import pygrib, sys import matplotlib.pyplot as plt from mpl_toolkits.basemap import Basemap,cm import numpy as np grbs = pygrib.open('../sampledata/tpcprblty.grib2') grb=grbs.select(parameterName='Wind speed',scaledValueOfUpperLimit=17491,stepRange='0-120')[0] sys.stdout.write(repr(grb)+'\n') lats, lons = grb.latlons() data = grb.values map =\ Basemap(projection='lcc',lon_0=-90,lat_0=30,width=4000.e3,height=2000.e3,resolution='l') map.bluemarble() map.drawcoastlines(color='yellow') x,y = map(lons,lats) levels = np.arange(10,101,10) map.contourf(x,y,data,levels,cmap=cm.GMT_haxby_r) upperlim = float(grb.scaledValueOfUpperLimit)/np.power(10,grb.scaleFactorOfUpperLimit) plt.title('TC Wind Speed Prob > %5.2f m/s fcst hrs %s from %s' %\ (upperlim,grb.stepRange,repr(grb.dataDate)+repr(grb.dataTime)[0:2]),fontsize=12) map.drawparallels(np.arange(0,41,5),labels=[1,0,0,0],color='0.8') map.drawmeridians(np.arange(180,360,10),labels=[0,0,0,1],color='0.8') cb = plt.colorbar(orientation='horizontal') cb.ax.set_xlabel('percent') plt.show() pygrib-1.9.8/utils/000077500000000000000000000000001224541055300141665ustar00rootroot00000000000000pygrib-1.9.8/utils/cnvgrib1to2000066400000000000000000000017421224541055300162550ustar00rootroot00000000000000#!/usr/bin/env python import pygrib, sys if len(sys.argv) < 3: sys.stdout.write(""" cnvgrib1to2 is optional - can be 'grid_simple', 'grid_complex', 'grid_complex_spatial_differencing', 'grid_jpeg', or 'grid_png'. Default is 'grid_jpeg'\n\n""") raise SystemExit grbs = pygrib.open(sys.argv[1]) f = open(sys.argv[2],'wb') if len(sys.argv) > 3: grb2packing = sys.argv[3] else: grb2packing = 'grid_jpeg' # default is jpeg2000 sys.stdout.write('converting %s from grib1 to grib2 (%s) with %s packing ...\n' % (sys.argv[1],sys.argv[2],grb2packing)) nmsg = 0 for grb in grbs: try: grb.editionNumber=2 grb.packingType = grb2packing nmsg = nmsg + 1 except: sys.stdout.write('cannot convert message %s\n' % grb.messagenumber) continue f.write(grb.tostring()) sys.stdout.write('%s messges out of %s converted\n' % (nmsg,grbs.messages)) grbs.close() f.close() pygrib-1.9.8/utils/cnvgrib2to1000066400000000000000000000012041224541055300162460ustar00rootroot00000000000000#!/usr/bin/env python import pygrib, sys if len(sys.argv) < 3: sys.stdout.write(""" cnvgrib2to1 \n\n""") raise SystemExit grbs = pygrib.open(sys.argv[1]) f = open(sys.argv[2],'wb') sys.stdout.write('converting %s from grib2 to grib1 (%s) ...\n' % (sys.argv[1],sys.argv[2])) nmsg = 0 for grb in grbs: try: grb.editionNumber=1 nmsg = nmsg + 1 except: sys.stdout.write('cannot convert message %s\n' % grb.messagenumber) continue f.write(grb.tostring()) sys.stdout.write('%s messages out of %s converted\n' % (nmsg,grbs.messages)) grbs.close() f.close() pygrib-1.9.8/utils/grib_list000077500000000000000000000027321224541055300160760ustar00rootroot00000000000000#!/usr/bin/env python import pygrib, sys pygrib.tolerate_badgrib_on() if len(sys.argv) < 2: sys.stdout.write("'grib_list ' to get long listing\n") sys.stdout.write("'grib_list -s' to get short listing\n") sys.stdout.write("'grib_list -m' to get short listing plus data min/max\n") sys.exit(1) fname = sys.argv[1] short = False medium = False if len(sys.argv) > 2: if sys.argv[2] == '-s': short=True if sys.argv[2] == '-m': medium=True grbs = pygrib.open(fname) if short: for grb in grbs: sys.stdout.write(repr(grb)+'\n') elif medium: for grb in grbs: try: grb.expand_grid(False); data = grb.values sys.stdout.write(repr(grb)+':min/max=%g/%g'%(data.min(), data.max())+'\n') except: sys.stdout.write(repr(grb)+':min/max=NO DATA'+'\n') else: for grb in grbs: sys.stdout.write('------message %d------\n' % grb.messagenumber) for k in grb.keys(): if k.startswith('mars'): continue if k in ['values','codedValues','packedValues','unpackedValues']: continue if grb.is_missing(k): sys.stdout.write('%s = MISSING\n' % k) else: try: v = grb[k] sys.stdout.write('%s = %s\n'%(k,v)) except: sys.stdout.write('%s = NOT FOUND\n'%k) sys.stdout.write('packing = %s\n' % grb.packingType) grbs.close() pygrib-1.9.8/utils/grib_repack000066400000000000000000000060371224541055300163670ustar00rootroot00000000000000#!/usr/bin/env python """ command line program to change packing scheme in a grib2 file 'grib_repack -h' for help. """ from optparse import OptionParser import sys import pygrib usage = """ %prog [options] grib2filein grib2fileout repack the data in grib2filein with a different packing scheme example: '%prog -p3 grib2filein grib2fileout' converts grib2filein to complex packing with spatial differencing, saves result to grib2fileout.""" parser = OptionParser(usage=usage) parser.add_option("-p", default=False, action="store",dest="ipack", help="desired packing scheme - 0 for simple packing, 1 for simple matrix packing, 2 for complex packing, 3 for complex packing with spatial differencing, 4 for no packing (ieee), 40 for JPEG2000 packing, 41 for PNG packing, 61 for simple log pre-processing") (options, args) = parser.parse_args() if not options.ipack: sys.stdout.write('must specify a packing scheme with -p\n') sys.exit(1) ipack = int(options.ipack) if ipack not in [0,1,2,3,4,40,41,61]: raise ValueError('packing scheme must be one of 0,1,2,3,4,40,41,61') # open grib file try: filein = args[0] fileout = args[1] except: sys.stdout.write('need to specify input and output grib2 filenames\n') sys.exit(1) sys.stdout.write('input grib file: %s\n' % filein) grbs = pygrib.open(filein) # open the file for output. sys.stdout.write('output grib file: %s\n' % fileout) f=open(fileout,'wb') # "grid_simple" = { dataRepresentationTemplateNumber = 0; } # "spectral_complex" = { dataRepresentationTemplateNumber = 51; spectralType=1; spectralMode=1; } # "spectral_simple" = { dataRepresentationTemplateNumber = 50; spectralType=1; spectralMode=1; } # "grid_simple_matrix" = { dataRepresentationTemplateNumber = 1; } # "grid_complex" = { dataRepresentationTemplateNumber = 2; } # "grid_complex_spatial_differencing" = { dataRepresentationTemplateNumber = 3; } # "grid_jpeg" = { dataRepresentationTemplateNumber = 40000; } # "grid_jpeg" = { dataRepresentationTemplateNumber = 40; } # "grid_png" = { dataRepresentationTemplateNumber = 40010; } # "grid_png" = { dataRepresentationTemplateNumber = 41; } # "grid_ieee" = { dataRepresentationTemplateNumber = 4; } # "grid_simple_log_preprocessing" = { dataRepresentationTemplateNumber = 61; } # "grid_second_order" = { dataRepresentationTemplateNumber = 0; } # "grid_second_order_different_width" = { dataRepresentationTemplateNumber = 0; } for grb in grbs: if grb['editionNumber'] != 2: sys.stdout.write('not a GRIB2 message, skipping ..\n') continue if grb['dataRepresentationTemplateNumber'] == ipack: sys.stdout.write('no repacking required, skipping ..\n') grb['dataRepresentationTemplateNumber'] = ipack msg = grb.tostring() f.write(msg) f.close() grbs.close()

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