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Release 0.5.1

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@steso-nommon steso-nommon released this 28 Nov 08:30
· 7 commits to main since this release

✨ NEW Components

  • CellProximityEstimation: Calculates overlapping coverage areas and cell distances.

🐛 Fixes

  • EventCleaning correctly parses clear_destination_dir config value
  • UsualEnvironmentLabeling Fix error with IntegerType in labeling_quality_count changing data type to LongType
  • DataFiltering correctly parses clear_destination_dir config value

🚀 Performance improvements

  • Added caching to EventCleaning and Semantic cleaning
  • DataFiltering Now applies partition filters to not load all event data. Only uses one day for selecting the device subset.

🎇General changes

  • DPS at Cell level / MPS refactor: DPS is calculated at cell level giving as indicator the stay_duration in a cell at a time slot. MPS will take this new DPS output and generate the usual MPS output. This relegates the process of expanding data from cell level to grid level to the MPS which is a component that is executed monthly instead of daily. This refactor will also heavily reduce the storage needed for DPS output. (In our internal testing: 194 Gb where reduced to 93 Mb)
  • DPS - MPS - LPS compacted outputs: Compacted output generated by partition columns. This reduces the number of output files generated from thousands to hundreds.
  • CellFootprint: Removed cell intersections calculation.