Initial version of 'live' processing service - #87
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data_processor.py - classes to read, write Hdf files and process data api.py - FastApi interface to data_processor functionality api_client.py - client side code for using FastApi interface. api_models.py - Pydantic models using in api layer. Dockerfile.processing - builds a minimal container to run the service.
Codecov Report❌ Patch coverage is Additional details and impacted files@@ Coverage Diff @@
## main #87 +/- ##
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- Coverage 28.35% 19.31% -9.04%
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Files 21 26 +5
Lines 857 1258 +401
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Hits 243 243
- Misses 614 1015 +401 ☔ View full report in Codecov by Harness. 🚀 New features to boost your workflow:
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- HdfDatasource now checks to make sure read data matches requested shape, and reshapes it if necessary. - Allow multiple data sources (hdf files) to be used for each processing job. - Removed circular dependency by using BaseModel instead of ProcessorSetup for setup type in ProcessingClient#start_processor - Added hdf5-tools and system utilities to docker file.
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Classes to implement 'live data processing' service. Data is read from a 'source' Hdf file, processed, and output to a new file. This takes place 'live' while the source data is still being written using SWMR mode to access Hdf file.