Notice: For the moment, just the decoder is available.
This project is a Python version PixBinCodec (originaly in Javascript). To know more about this format here is an in-depth description.
PixBin format is a generic binary format that can handle multiple modalities, named PixBlocks (or just blocks). In addition, a bin can carry:
- a description field
- a creation date
- a generic custom object (Python dictionary), called user object, to store whatever additional piece of information
Each block contain:
- a
_metadataobject - a
_dataobject
Each _data object can be:
- a numerical array: TypedArray in Javascript, Numpy array in Python, but they are really just low-level buffer
- a generic object (dictionary in Python, Object in Javascript)
- a list that contains both numerical arrays and generic objects
And the _metadata object is a Python dictionary.
[not on pip yet]
$ pip install git+https://github.com/Pixpipe/pyxbincodecOr, you can install it in dev mode:
$ git clone https://github.com/Pixpipe/pyxbincodec.git
$ cd pyxbincodec
# install a dev link
$ pip3 install -e .The following is sort of a step-by-step tut, but you can find it all in this example.
To decode a PixBin file in Python, this file must be read as a binary stream:
# A path to a local file
filePath = "data/testFile_uncomp.pixb"
with open(filePath, mode='rb') as file: # b is important -> binary
# buff stores the file content as a 'bytes' object,
# in other word: a generic buffer
buff = file.read()We decided to let the user deal with the file opening for two reasons:
- To ne consistant with the Javascript library
- Because the binary buffer may come from a diferent source (http request, internal buffer that was never written on disc, etc.)
First, we need to import the module pyxbincodec:
import pyxbincodecOnce the buff is ready, it can be decoded:
# create a decoder instance
pixBinDecoder = pyxbincodec.PixBinDecoder()
# optional: enable block checksum control
pixBinDecoder.enableBlockVerification( True )
# feed it with the buffer
pixBinDecoder.setInput( buff )
# make sure the input is compatible before you go further
if( not pixBinDecoder.isValid() ):
print("The file is not valid")
exit()Then, you can access the data inside the PixBin file using simple methods:
# Get the number of blocks encoded in the file (integer)
nbBlocks = pixBinDecoder.getNumberOfBlocks()
# Get the date when the PixBin file was created (String)
dateCreation = pixBinDecoder.getBinCreationDate()
# Get the description associated with the PixBin file (String of None)
binDescription = pixBinDecoder.getBinDescription()
# Get the user object
usrObj = pixBinDecoder.getBinUserObject()Now it's time to fetch each block's data and metadata:
# For each block in the Bin
for i in range(0, nbBlocks):
print("\n-------------------- BLOCK " + str(i) + " ----------")
# Get the description of this block (if any, None otherwise)
print( pixBinDecoder.getBlockDescription(i) )
# Get the original object type that this block encoded (see next section)
# accessible without having to fetch the block
print( pixBinDecoder.getBlockType(i) )
# Get the block itself, containing _data and _metadata
block = pixBinDecoder.fetchBlock(i, )
# if checksum control is enabled, and if the sums do not match
# None will be returned instead of a block
if( block is None ):
print("Invalid block")
continue
# Original object type, same as pixBinDecoder.getBlockType(i),
# but from the block rather that from the bin
print( block["originalBlockType"] )
# Get the block _metadata object (Python dictionary)
blockMeta = block["_metadata"]
# get the block _data object (a Numpy Array or a list of Numpy array or a dictionary)
blockData = block["_data"]The PixBin file format was originally created to handle Pixpipe internal data types. They can be very diverse, spatial, time series, vectorial, frequential, etc. the need for a generic format was obvious. To make sure what kind of data was originally encoded as a block, we decided to keep a field named originalBlockType, still, it is to the discretion of the user of this library to interpret the data.
If the block comes from Pixpipe, the originalBlockType will probably be one of the following:
Image2DImage3DMniVolumeSignal1DLineString
Still, it is possible that it is simple Object.
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