CHANGELOG.md

Changelog

Unreleased

List of commits

Added

• reindex: base reindexer function
• flagGeneric, processGeneric: target broadcasting and numpy array support
• SaQC: automatic translation of incoming flags
• Option to change the flagging scheme after initialization
• flagByClick: manually assign flags using a graphical user interface
• SaQC: support for selection, slicing and setting of items by use of subscription on SaQC objects (e.g. qc[key] and qc[key] = value). Selection works with single keys, collections of keys and string slices (e.g. qc["a":"f"]). Values can be SaQC objects, pd.Series, Iterable of Series and dict-like with series values.
• transferFlags is a multivariate function
• plot: added yscope keyword
• setFlags: function to replace flagManual
• flagUniLOF: added defaultly applied correction to mitigate phenomenon of overflagging at relatively steep data value slopes. (parameter slope_correct).
• History: added option to change aggregation behavior

Changed

• flagPattern uses fastdtw package now to compute timeseries distances
• SaQC.flags always returns a DictOfSeries

Removed

• SaQC methods deprecated in version 2.4: interpolate, interpolateIndex, interpolateInvalid, roll, linear,shift, flagCrossStatistics
• Flags method deprecated in version 2.4: toDios
• DictOfSeries method deprecated in version 2.4: index_of
• Option "complete" for parameter history of method plot
• Option "cycleskip" for parameter ax_kwargs of method plot
• Parameter phaseplot from method plot

Fixed

• flagConstants: fixed flagging of rolling ramps
• Flags: add meta entry to imported flags
• group operations were overwriting existing flags
• SaQC._construct : was not working for inherit classes (used hardcoded SaQC to construct a new instance).
• processgeneric: improved numpy function compatability

Deprecated

• flagManual in favor of setFlags
• inverse_ + methodstring options for concatFlags parameter method deprecated in favor of invert=True setting
• flagRaise with delegation to better replacements flagZScore, flagUniLOF, flagJumps or flagOffset
• flagByGrubbs with delegation to better replacements flagZScore, flagUniLOFs
• flagMVScore with delegation to manual application of the steps

2.5.0 - 2023-06-22

List of commits

Added

• WMO standard mean aggregations
• Function selection via strings for most function-expecting parameters
• SaQC.plot:
  • enable multivariate plots
  • keyword plot_kwargs to pass matplotlib related arguments
• CLI:
  • --version to print the SaQC version
  • -ll as a shorthand for --log-level
  • --json-field to use a non-root element of a json file.
  • basic json support for CLI config files, which are detected by .json-extension.
• SaQC.flagScatterLowpass: option to select function based on string names.
• Checks and unified error message for common function inputs.

Changed

• Require pandas >= 2.0
• SaQC.flagUniLOF and SaQC.assignUniLOF: changed parameter fill_na to type bool.
• SaQC.plot:
  • changed default color for single variables to black with 80% transparency
  • added seperate legend for flags

Removed