mitm-tooling
This python package contains basic functionality to work with "Models-in-the-Middle" (MitM) data sets. It bundles a generic mechanism to load and export relational data as a configurable MitM.
Package Structure
mitm_tooling/data_types: Defines the basic attribute data types supported in MitMs.mitm_tooling/definition: Contains MitM definitions. Currently, onlyMAEDis supported.mitm_tooling/extraction/relational: Functionality for mapping and (virtually) transforming relational databases. This is used by the maed[/mitm]-exporter-backend.mitm_tooling/extraction/anything: An environment for applying the above to (relatively) arbitrary data sources.mitm_tooling/representation: Defines different representations of MitM data. From the proposed zipped format to dataframes and a relational DB representation./sql: Defines the relational representation along with utilities for inserting any (mapped) MitM data, by essentially executing a (streamable) ETL pipeline.
mitm_tooling/transformation: Functionality for converting different representations into each other. Also contains/superset: Functionality for generating superset-importable definitions, particularly programmatically defined dynamic dashboards. This is used by the superset-mitm-service.
mitm_tooling/io: Im/Export functionality.mitm_tooling/utilities: Some utility functions.
For more details, consider the API documentation:
Package Docs
Extension Points
- Adding new MitMs via a
.yamldefinition. - Adding transformation capabilities to/from other formats.
- Adding new model-specific visualization creators (e.g.,
mitm_tooling/transformation/superset/visualizations/maed/dashboards.py) - Extending the relational representation with more mutation capabilities (e.g., instance updates).
1 maintainer
Metadata
1 maintainer
Release files for mitm-tooling 0.10.6
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
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| mitm_tooling-0.10.6.tar.gz | 102.0 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| mitm_tooling-0.10.6-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 271.5 kB
Release files / mitm_tooling-0.10.6.tar.gz
| Download URL | mitm_tooling-0.10.6.tar.gz |
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| Size | 102.0 kB |
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