The code for this package was pulled into ECMWF's ecCodes library since February 2018. Further information can be found on the ecCodes website.
For this reason, this package is no longer maintained and is considered deprecated.
PythonicGrib is a Python wrapper for the ECMWF's GRIB API which allows interaction with GRIB messages in a pythonic way and allows the user to be sure their code is free of memory leaks by transfering bookkeeping tasks to a context manager. It provides high-level access to the procedural Python calls inherent to the GRIB API and requires a GRIB API installation on the system.
Working with GRIB files in a context manager like this:
>>> with GribFile(filename) as grib:
... # Print number of messages in file
... len(grib)
... # Open all messages in file
... for i in range(len(grib)):
... msg = GribMessage(grib)
... print(msg["shortName"])
... len(grib.open_messages)
>>> # When the file is closed, any open messages are closed
>>> len(grib.open_messages)Treat messages as a key-value pair:
>>> with GribFile(filename) as grib:
... # Access shortNames of all messages
... for i in range(len(grib)):
... msg = GribMessage(grib)
... print(msg["shortName"])
... # Report number of keys in message
... len(msg)
... # Report message size in bytes
... msg.size
... # Report keys in message
... msg.keys()
... # Check if value is missing
... msg.missing("scaleFactorOfSecondFixedSurface")
... # Set scalar value
... msg["scaleFactorOfSecondFixedSurface"] = 5
... # Check key's value
... msg["scaleFactorOfSecondFixedSurface"]
... # Set value to missing
... msg.set_missing("scaleFactorOfSecondFixedSurface")
... # Missing values raise exception when read with dict notation
... msg["scaleFactorOfSecondFixedSurface"]
... # Array values are set transparently
... msg["values"] = [1, 2, 3]
... # Messages can be written to file
... with open(testfile, "w") as test:
... msg.write(test)
... # Messages can be cloned from other messages
... msg2 = GribMessage(clone=msg)
... # If desired, messages can be closed manually or used in with
... msg.close()Let indexes worry about taking care of themselves:
>>> # Create index from file with keys
>>> with GribIndex(filename, keys) as idx:
... # Write index to file
... idx.write(index_file)
>>> # Read index from file
>>> with GribIndex(file_index=index_file) as idx:
... # Add new file to index
... idx.add(other_filename)
... # Report number of unique values for given key
... idx.size(key)
... # Report unique values indexed by key
... idx.values(key)
... # Request GribMessage matching key, value
... msg = idx.select({key: value})
... # No messages are left open after index closes
... idx.open_messagesInstall from PyPI with:
pip install PythonicGRIBOr manually from the sources with:
python setup.py installAuthor: Daniel Lee