Removal of Deprecated Modules, Dependency Clean‑up, and Turbodbc Deprecation (RTDIP SDK v0.14.4)#987
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Amber-Rigg wants to merge 10 commits intodevelopfrom
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Removal of Deprecated Modules, Dependency Clean‑up, and Turbodbc Deprecation (RTDIP SDK v0.14.4)#987Amber-Rigg wants to merge 10 commits intodevelopfrom
Amber-Rigg wants to merge 10 commits intodevelopfrom
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…and logging functionality to streamline the test suite. Signed-off-by: Amber-Rigg <amber.l.rigg25@gmail.com>
…ion options and alternatives Signed-off-by: Amber-Rigg <amber.l.rigg25@gmail.com>
…cs.yml Signed-off-by: Amber-Rigg <amber.l.rigg25@gmail.com>
…ne navigation and improve clarity. Signed-off-by: Amber-Rigg <amber.l.rigg25@gmail.com>
…ncy and improved accessibility. Signed-off-by: Amber-Rigg <amber.l.rigg25@gmail.com>
…ings - Changed image sources in various documentation files to point to raw GitHub URLs for consistent access. - Updated deprecation warnings in the common API setup and connector initialization files to reflect the removal of turbodbc support. - Enhanced documentation clarity regarding the RTDIP SDK and its components, including the ingestion framework and Excel connector. Signed-off-by: Amber-Rigg <amber.l.rigg25@gmail.com>
…tency and accessibility Signed-off-by: Amber-Rigg <amber.l.rigg25@gmail.com>
…bc connector Signed-off-by: Amber-Rigg <amber.l.rigg25@gmail.com>
…ter clarity and error handling Signed-off-by: Amber-Rigg <amber.l.rigg25@gmail.com>
…larity Signed-off-by: Amber-Rigg <amber.l.rigg25@gmail.com>
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PR Submission: Removal of Deprecated Modules, Dependency Clean‑up, and Turbodbc Deprecation (RTDIP SDK v0.14.4)
Summary
This PR introduces major clean‑up changes to the RTDIP SDK as part of the v0.14.4 release.
It removes deprecated modules, reduces unused dependencies, deprecates turbodbc support, and updates relevant documentation to reflect the streamlined architecture.
These changes realign the SDK with its primary focus: time‑series data ingestion and querying.
What’s Changed
1. Removal of Data Quality Module
The entire
rtdip_sdk.pipelines.data_qualitymodule has been removed.This includes:
CheckValueRanges,FlatlineDetection,IdentifyMissingDataInterval,IdentifyMissingDataPattern,MovingAverage,GreatExpectationsDataQualityDimensionalityReduction,DuplicateDetection,FlatlineFilter,GaussianSmoothing,IntervalFiltering,KSigmaAnomalyDetection,MissingValueImputation,OutOfRangeValueFilterNormalizationZScore,NormalizationMean,NormalizationMinMax,DenormalizationInputValidator,DataManipulationBaseInterface,MonitoringBaseInterfaceReason: These features fall outside the SDK’s core purpose and are better implemented using dedicated external frameworks.
2. Removal of Forecasting Module
The full
rtdip_sdk.pipelines.forecastingmodule has been removed, including:Reason: Forecasting is more suitably handled with libraries such as Statsmodels, Prophet, or Scikit‑learn.
3. Removal of Related Tests
The following test suites have been removed:
test_log_collection.py)4. Dependency Clean‑up
Removed the following now-unused dependencies:
statsmodelspmdarimagreat-expectationsscikit-learnOutcome: Reduced package footprint and simplified the dependency tree.
5. Turbodbc Deprecation
Turbodbc support is now deprecated.
pip install "turbodbc"