From 5ab51af2ae17d7fdd9ef936b6a000ff90ab7f340 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Thomas=20G=C3=B6lles?= Date: Fri, 5 Jul 2024 13:14:11 +0200 Subject: [PATCH] feat(datasets): Add rioxarray and RasterDataset (#355) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * refactor(datasets): deprecate "DataSet" type names (#328) * refactor(datasets): deprecate "DataSet" type names (api) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (biosequence) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (dask) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (databricks) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (email) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (geopandas) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (holoviews) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (json) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (matplotlib) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (networkx) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (pandas) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (pandas.csv_dataset) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (pandas.deltatable_dataset) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (pandas.excel_dataset) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (pandas.feather_dataset) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (pandas.gbq_dataset) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (pandas.generic_dataset) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (pandas.hdf_dataset) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (pandas.json_dataset) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (pandas.parquet_dataset) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (pandas.sql_dataset) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (pandas.xml_dataset) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (pickle) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (pillow) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (plotly) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (polars) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (redis) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (snowflake) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (spark) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (svmlight) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (tensorflow) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (text) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (tracking) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (video) Signed-off-by: Deepyaman Datta * refactor(datasets): deprecate "DataSet" type names (yaml) Signed-off-by: Deepyaman Datta * chore(datasets): ignore TensorFlow coverage issues Signed-off-by: Deepyaman Datta --------- Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * added basic code for geotiff Signed-off-by: tgoelles * renamed to xarray Signed-off-by: tgoelles * renamed to xarray Signed-off-by: tgoelles * added load and self args Signed-off-by: tgoelles * only local files Signed-off-by: tgoelles * added empty test Signed-off-by: tgoelles * added test data Signed-off-by: tgoelles * added rioxarray requirements Signed-off-by: tgoelles * reformat with black Signed-off-by: tgoelles * rioxarray 0.14 Signed-off-by: tgoelles * rioxarray 0.15 Signed-off-by: tgoelles * rioxarray 0.12 Signed-off-by: tgoelles * rioxarray 0.9 Signed-off-by: tgoelles * fixed dataset typo Signed-off-by: tgoelles * fixed docstring for sphinx Signed-off-by: tgoelles * run black Signed-off-by: tgoelles * sort imports Signed-off-by: tgoelles * class docstring Signed-off-by: tgoelles * black Signed-off-by: tgoelles * fixed pylint Signed-off-by: tgoelles * added release notes Signed-off-by: tgoelles * added yaml example Signed-off-by: tgoelles * improve testing WIP Signed-off-by: tgoelles * basic test success Signed-off-by: tgoelles * test reloaded Signed-off-by: tgoelles * test exists Signed-off-by: tgoelles * added version Signed-off-by: tgoelles * basic test suite Signed-off-by: tgoelles * run black Signed-off-by: tgoelles * added example and test it Signed-off-by: tgoelles * deleted duplications Signed-off-by: tgoelles * fixed position of example Signed-off-by: tgoelles * black Signed-off-by: tgoelles * style: Introduce `ruff` for linting in all plugins. (#354) Signed-off-by: Merel Theisen * feat(datasets): create custom `DeprecationWarning` (#356) * feat(datasets): create custom `DeprecationWarning` Signed-off-by: Deepyaman Datta * feat(datasets): use the custom deprecation warning Signed-off-by: Deepyaman Datta * chore(datasets): show Kedro's deprecation warnings Signed-off-by: Deepyaman Datta * fix(datasets): remove unused imports in test files Signed-off-by: Deepyaman Datta --------- Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * docs(datasets): add note about DataSet deprecation (#357) Signed-off-by: tgoelles * test(datasets): skip `tensorflow` tests on Windows (#363) Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * ci: Pin `tables` version (#370) * Pin tables version Signed-off-by: Ankita Katiyar * Also fix kedro-airflow Signed-off-by: Ankita Katiyar * Revert trying to fix airflow Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * build(datasets): Release `1.7.1` (#378) Signed-off-by: Merel Theisen Signed-off-by: tgoelles * docs: Update CONTRIBUTING.md and add one for `kedro-datasets` (#379) Update CONTRIBUTING.md + add one for kedro-datasets Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * ci(datasets): Run tensorflow tests separately from other dataset tests (#377) Signed-off-by: Merel Theisen Signed-off-by: tgoelles * feat: Kedro-Airflow convert all pipelines option (#335) * feat: kedro airflow convert --all option Signed-off-by: Simon Brugman * docs: release docs Signed-off-by: Simon Brugman --------- Signed-off-by: Simon Brugman Signed-off-by: tgoelles * docs(datasets): blacken code in rst literal blocks (#362) Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * docs: cloudpickle is an interesting extension of the pickle functionality (#361) Signed-off-by: H. Felix Wittmann Signed-off-by: tgoelles * fix(datasets): Fix secret scan entropy error (#383) Fix secret scan entropy error Signed-off-by: Merel Theisen Signed-off-by: tgoelles * style: Rename mentions of `DataSet` to `Dataset` in `kedro-airflow` and `kedro-telemetry` (#384) Signed-off-by: Merel Theisen Signed-off-by: tgoelles * feat(datasets): Migrated `PartitionedDataSet` and `IncrementalDataSet` from main repository to kedro-datasets (#253) Signed-off-by: Peter Bludau Co-authored-by: Merel Theisen * fix: backwards compatibility for `kedro-airflow` (#381) Signed-off-by: Simon Brugman Signed-off-by: tgoelles * added metadata Signed-off-by: tgoelles * after linting Signed-off-by: tgoelles * ignore ruff PLR0913 Signed-off-by: tgoelles * fix(datasets): Don't warn for SparkDataset on Databricks when using s3 (#341) Signed-off-by: Alistair McKelvie Signed-off-by: tgoelles * chore: Hot fix for RTD due to bad pip version (#396) fix RTD Signed-off-by: Nok Signed-off-by: tgoelles * chore: Pin pip version temporarily (#398) * Pin pip version temporarily Signed-off-by: Ankita Katiyar * Hive support failures Signed-off-by: Ankita Katiyar * Also pin pip on lint Signed-off-by: Ankita Katiyar * Temporary ignore databricks spark tests Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * perf(datasets): don't create connection until need (#281) * perf(datasets): delay `Engine` creation until need Signed-off-by: Deepyaman Datta * chore: don't check coverage in TYPE_CHECKING block Signed-off-by: Deepyaman Datta * perf(datasets): don't connect in `__init__` method Signed-off-by: Deepyaman Datta * test(datasets): fix tests to touch `create_engine` Signed-off-by: Deepyaman Datta * perf(datasets): don't connect in `__init__` method Signed-off-by: Deepyaman Datta * style(datasets): exec Ruff on sql_dataset.py :dog: Signed-off-by: Deepyaman Datta * Undo changes to `engines` values type (for Sphinx) Signed-off-by: Deepyaman Datta * Patch Sphinx build by removing `Engine` references * perf(datasets): don't connect in `__init__` method Signed-off-by: Deepyaman Datta * chore(datasets): don't require coverage for import * chore(datasets): del unused `TYPE_CHECKING` import * docs(datasets): document lazy connection in README * perf(datasets): remove create in `SQLQueryDataset` Signed-off-by: Deepyaman Datta * refactor(datasets): do not return the created conn Signed-off-by: Deepyaman Datta --------- Signed-off-by: Deepyaman Datta * chore: Drop Python 3.7 support for kedro-plugins (#392) * Remove references to Python 3.7 Signed-off-by: lrcouto * Revert kedro-dataset changes Signed-off-by: lrcouto * Revert kedro-dataset changes Signed-off-by: lrcouto * Add information to release docs Signed-off-by: lrcouto --------- Signed-off-by: lrcouto Signed-off-by: tgoelles * feat(datasets): support Polars lazy evaluation (#350) * feat(datasets) add PolarsDataset to support Polars's Lazy API Signed-off-by: Matthias Roels * Fix(datasets): rename PolarsDataSet to PolarsDataSet Add PolarsDataSet as an alias for PolarsDataset with deprecation warning. Signed-off-by: Matthias Roels * Fix(datasets): apply ruff linting rules Signed-off-by: Matthias Roels * Fix(datasets): Correct pattern matching when Raising exceptions Corrected PolarsDataSet to PolarsDataset in the pattern to match in test_load_missing_file Signed-off-by: Matthias Roels * fix(datasets): clean up PolarsDataset related code Remove reference to PolarsDataSet as this is not required for new dataset implementations. Signed-off-by: Matthias Roels * feat(datasets): Rename Polars Datasets to better describe their intent Signed-off-by: Matthias Roels * feat(datasets): clean up LazyPolarsDataset Signed-off-by: Matthias Roels * fix(datasets): increase test coverage for PolarsDataset classes Signed-off-by: Matthias Roels * docs(datasets): add renamed Polars datasets to docs Signed-off-by: Matthias Roels * docs(datasets): Add new polars datasets to release notes Signed-off-by: Matthias Roels * fix(datasets): load_args not properly passed to LazyPolarsDataset.load Signed-off-by: Matthias Roels * docs(datasets): fix spelling error in release notes Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: Matthias Roels --------- Signed-off-by: Matthias Roels Signed-off-by: Matthias Roels Signed-off-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Co-authored-by: Matthias Roels Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: tgoelles * build(datasets): Release `1.8.0` (#406) Signed-off-by: Merel Theisen Signed-off-by: tgoelles * build(airflow): Release 0.7.0 (#407) * bump version Signed-off-by: Ankita Katiyar * Update release notes Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * build(telemetry): Release 0.3.0 (#408) Bump version Signed-off-by: Ankita Katiyar Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Signed-off-by: tgoelles * build(docker): Release 0.4.0 (#409) Bump version Signed-off-by: Ankita Katiyar Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Signed-off-by: tgoelles * style(airflow): blacken README.md of Kedro-Airflow (#418) Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * fix(datasets): Fix missing jQuery (#414) Fix missing jQuery Signed-off-by: Juan Luis Cano Rodríguez Signed-off-by: tgoelles * fix(datasets): Fix Lazy Polars dataset to use the new-style base class (#413) * Fix Lazy Polars dataset to use the new-style base class Fix gh-412 Signed-off-by: Juan Luis Cano Rodríguez * Update release notes Signed-off-by: Ankita Katiyar * Revert "Update release notes" This reverts commit 92ceea6d8fa412abf3d8abd28a2f0a22353867ed. --------- Signed-off-by: Juan Luis Cano Rodríguez Signed-off-by: Sajid Alam <90610031+SajidAlamQB@users.noreply.github.com> Signed-off-by: Ankita Katiyar Co-authored-by: Sajid Alam <90610031+SajidAlamQB@users.noreply.github.com> Signed-off-by: tgoelles * chore(datasets): lazily load `partitions` classes (#411) Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * docs(datasets): fix code blocks and `data_set` use (#417) * chore(datasets): lazily load `partitions` classes Signed-off-by: Deepyaman Datta * test(datasets): run doctests to check examples run Signed-off-by: Deepyaman Datta * test(datasets): keep running tests amidst failures Signed-off-by: Deepyaman Datta * docs(datasets): format ManagedTableDataset example Signed-off-by: Deepyaman Datta * chore(datasets): ignore breaking mods for doctests Signed-off-by: Deepyaman Datta * style(airflow): black code in Kedro-Airflow README Signed-off-by: Deepyaman Datta * docs(datasets): fix example syntax, and autoformat Signed-off-by: Deepyaman Datta * docs(datasets): remove `kedro.extras.datasets` ref Signed-off-by: Deepyaman Datta * docs(datasets): remove `>>> ` prefix for YAML code Signed-off-by: Deepyaman Datta * docs(datasets): remove `kedro.extras.datasets` ref Signed-off-by: Deepyaman Datta * docs(datasets): replace `data_set`s with `dataset`s Signed-off-by: Deepyaman Datta * chore(datasets): undo changes for running doctests Signed-off-by: Deepyaman Datta * revert(datasets): undo lazily load `partitions` classes Refs: 3fdc5a8efa034fa9a18b7683a942415915b42fb5 Signed-off-by: Deepyaman Datta * revert(airflow): undo black code in Kedro-Airflow README Refs: dc3476ea36bac98e2adcc0b52a11b0f90001e31d Signed-off-by: Deepyaman Datta --------- Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * fix: TF model load failure when model is saved as a TensorFlow Saved Model format (#410) * fixes TF model load failure when model is saved as a TensorFlow Saved Model format when a model is saved in the TensorFlow SavedModel format ("tf" default option in tf.save_model when using TF 2.x) via the catalog.xml file, the subsequent loading of that model for further use in a subsequent node fails. The issue is linked to the fact that the model files don't get copied into the temporary folder, presumably because the _fs.get function "thinks" that the provided path is a file and not a folder. Adding an terminating "/" to the path fixes the issue. Signed-off-by: Edouard59 <68538605+Edouard59@users.noreply.github.com> Signed-off-by: tgoelles * chore: Drop support for Python 3.7 on kedro-datasets (#419) * Drop support for Python 3.7 on kedro-datasets Signed-off-by: lrcouto * Remove redundant 3.8 markers Signed-off-by: lrcouto --------- Signed-off-by: lrcouto Signed-off-by: L. R. Couto <57910428+lrcouto@users.noreply.github.com> Signed-off-by: Sajid Alam <90610031+SajidAlamQB@users.noreply.github.com> Co-authored-by: Sajid Alam <90610031+SajidAlamQB@users.noreply.github.com> * test(datasets): run doctests to check examples run (#416) * chore(datasets): lazily load `partitions` classes Signed-off-by: Deepyaman Datta * test(datasets): run doctests to check examples run Signed-off-by: Deepyaman Datta * test(datasets): keep running tests amidst failures Signed-off-by: Deepyaman Datta * docs(datasets): format ManagedTableDataset example Signed-off-by: Deepyaman Datta * chore(datasets): ignore breaking mods for doctests Signed-off-by: Deepyaman Datta * style(airflow): black code in Kedro-Airflow README Signed-off-by: Deepyaman Datta * docs(datasets): fix example syntax, and autoformat Signed-off-by: Deepyaman Datta * docs(datasets): remove `kedro.extras.datasets` ref Signed-off-by: Deepyaman Datta * docs(datasets): remove `>>> ` prefix for YAML code Signed-off-by: Deepyaman Datta * docs(datasets): remove `kedro.extras.datasets` ref Signed-off-by: Deepyaman Datta * docs(datasets): replace `data_set`s with `dataset`s Signed-off-by: Deepyaman Datta * refactor(datasets): run doctests separately Signed-off-by: Deepyaman Datta * separate dataset-doctests Signed-off-by: Nok * chore(datasets): ignore non-passing tests to make CI pass Signed-off-by: Deepyaman Datta * chore(datasets): fix comment location Signed-off-by: Deepyaman Datta * chore(datasets): fix .py.py Signed-off-by: Deepyaman Datta * chore(datasets): don't measure coverage on doctest run Signed-off-by: Deepyaman Datta * build(datasets): fix windows and snowflake stuff in Makefile Signed-off-by: Deepyaman Datta --------- Signed-off-by: Deepyaman Datta Signed-off-by: Nok Co-authored-by: Nok Signed-off-by: tgoelles * feat(datasets): Add support for `databricks-connect>=13.0` (#352) Signed-off-by: Miguel Rodriguez Gutierrez Signed-off-by: tgoelles * fix(telemetry): remove double execution by moving to after catalog created hook (#422) * remove double execution by moving to after catalog created hook Signed-off-by: Florian Roessler * update release notes Signed-off-by: Florian Roessler * fix tests Signed-off-by: Florian Roessler * remove unsued fixture Signed-off-by: Florian Roessler --------- Signed-off-by: Florian Roessler Co-authored-by: Juan Luis Cano Rodríguez Signed-off-by: tgoelles * docs: Add python version support policy to plugin `README.md`s (#425) * Add python version support policy to plugin readmes Signed-off-by: Merel Theisen * Temporarily pin connexion Signed-off-by: Merel Theisen --------- Signed-off-by: Merel Theisen Signed-off-by: tgoelles * docs(airflow): Use new docs link (#393) Use new docs link Signed-off-by: Juan Luis Cano Rodríguez Co-authored-by: Jo Stichbury Signed-off-by: tgoelles * style: Add shared CSS and meganav to datasets docs (#400) * Add shared CSS and meganav Signed-off-by: Jo Stichbury * Add end of file Signed-off-by: Jo Stichbury * Add new heap data source Signed-off-by: Jo Stichbury * adjust heap parameter Signed-off-by: Jo Stichbury * Remove nav_version next to Kedro logo in top left; add Kedro logo * Revise project name and author name Signed-off-by: Jo Stichbury * Use full kedro icon and type for logo * Add close btn to mobile nav Signed-off-by: vladimir-mck <106236933+vladimir-mck@users.noreply.github.com> * Add css for mobile nav logo image Signed-off-by: vladimir-mck <106236933+vladimir-mck@users.noreply.github.com> * Update close button for mobile nav Signed-off-by: vladimir-mck <106236933+vladimir-mck@users.noreply.github.com> * Add open button to mobile nav Signed-off-by: vladimir-mck <106236933+vladimir-mck@users.noreply.github.com> * Delete kedro-datasets/docs/source/kedro-horizontal-color-on-light.svg Signed-off-by: vladimir-mck <106236933+vladimir-mck@users.noreply.github.com> * Update conf.py Signed-off-by: vladimir-mck <106236933+vladimir-mck@users.noreply.github.com> * Update layout.html Add links to subprojects Signed-off-by: Jo Stichbury * Remove svg from docs -- not needed?? Signed-off-by: Jo Stichbury * linter error fix Signed-off-by: Jo Stichbury --------- Signed-off-by: Jo Stichbury Signed-off-by: vladimir-mck <106236933+vladimir-mck@users.noreply.github.com> Co-authored-by: Tynan DeBold Co-authored-by: vladimir-mck <106236933+vladimir-mck@users.noreply.github.com> Signed-off-by: tgoelles * feat(datasets): Add Hugging Face datasets (#344) * Add HuggingFace datasets Co-authored-by: Danny Farah Co-authored-by: Kevin Koga Co-authored-by: Mate Scharnitzky Co-authored-by: Tomer Shor Co-authored-by: Pierre-Yves Mousset Co-authored-by: Bela Chupal Co-authored-by: Khangjrakpam Arjun Co-authored-by: Juan Luis Cano Rodríguez Signed-off-by: Juan Luis Cano Rodríguez * Apply suggestions from code review Signed-off-by: Juan Luis Cano Rodríguez Co-authored-by: Joel <35801847+datajoely@users.noreply.github.com> Co-authored-by: Nok Lam Chan * Typo Signed-off-by: Juan Luis Cano Rodríguez * Fix docstring Signed-off-by: Juan Luis Cano Rodríguez * Add docstring for HFTransformerPipelineDataset Signed-off-by: Juan Luis Cano Rodríguez * Use intersphinx for cross references in Hugging Face docstrings Signed-off-by: Juan Luis Cano Rodríguez * Add docstring for HFDataset Signed-off-by: Juan Luis Cano Rodríguez * Add missing test dependencies Signed-off-by: Juan Luis Cano Rodríguez * Add tests for huggingface datasets Signed-off-by: Juan Luis Cano Rodríguez * Fix HFDataset.save Signed-off-by: Juan Luis Cano Rodríguez * Add test for HFDataset.list_datasets Signed-off-by: Juan Luis Cano Rodríguez * Use new name Signed-off-by: Juan Luis Cano Rodríguez * Consolidate imports Signed-off-by: Juan Luis Cano Rodríguez --------- Signed-off-by: Juan Luis Cano Rodríguez Co-authored-by: Danny Farah Co-authored-by: Kevin Koga Co-authored-by: Mate Scharnitzky Co-authored-by: Tomer Shor Co-authored-by: Pierre-Yves Mousset Co-authored-by: Bela Chupal Co-authored-by: Khangjrakpam Arjun Co-authored-by: Joel <35801847+datajoely@users.noreply.github.com> Co-authored-by: Nok Lam Chan Signed-off-by: tgoelles * test(datasets): fix `dask.ParquetDataset` doctests (#439) * test(datasets): fix `dask.ParquetDataset` doctests Signed-off-by: Deepyaman Datta * test(datasets): use `tmp_path` fixture in doctests Signed-off-by: Deepyaman Datta * test(datasets): simplify by not passing the schema Signed-off-by: Deepyaman Datta * test(datasets): ignore conftest for doctests cover Signed-off-by: Deepyaman Datta * Create MANIFEST.in Signed-off-by: Deepyaman Datta --------- Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * refactor: Remove `DataSet` aliases and mentions (#440) Signed-off-by: Merel Theisen * chore(datasets): replace "Pyspark" with "PySpark" (#423) Consistently write "PySpark" rather than "Pyspark" Also, fix list formatting Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * test(datasets): make `api.APIDataset` doctests run (#448) Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * chore(datasets): Fix `pandas.GenericDataset` doctest (#445) Fix pandas.GenericDataset doctest Signed-off-by: Merel Theisen Signed-off-by: tgoelles * feat(datasets): make datasets arguments keywords only (#358) * feat(datasets): make `APIDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `BioSequenceDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `ParquetDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `EmailMessageDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `GeoJSONDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `HoloviewsWriter.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `JSONDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `MatplotlibWriter.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `GMLDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `GraphMLDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make NetworkX `JSONDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `PickleDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `ImageDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make plotly `JSONDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `PlotlyDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make polars `CSVDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make polars `GenericDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make redis `PickleDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `SnowparkTableDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `SVMLightDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `TensorFlowModelDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `TextDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `YAMLDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `ManagedTableDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `VideoDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `CSVDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `DeltaTableDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `ExcelDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `FeatherDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `GBQTableDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `GenericDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make pandas `JSONDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make pandas `ParquerDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `SQLTableDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `XMLDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `HDFDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `DeltaTableDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `SparkDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `SparkHiveDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `SparkJDBCDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `SparkStreamingDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `IncrementalDataset.__init__` keyword only Signed-off-by: Felix Scherz * feat(datasets): make `LazyPolarsDataset.__init__` keyword only Signed-off-by: Felix Scherz * docs(datasets): update doctests for HoloviewsWriter Signed-off-by: Felix Scherz * Update release notes Signed-off-by: Merel Theisen --------- Signed-off-by: Felix Scherz Signed-off-by: Merel Theisen Co-authored-by: Felix Scherz Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Co-authored-by: Merel Theisen Signed-off-by: tgoelles * chore: Drop support for python 3.8 on kedro-datasets (#442) * Drop support for python 3.8 on kedro-datasets --------- Signed-off-by: Dmitry Sorokin Signed-off-by: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: tgoelles * test(datasets): add outputs to matplotlib doctests (#449) * test(datasets): add outputs to matplotlib doctests Signed-off-by: Deepyaman Datta * Update Makefile Signed-off-by: Deepyaman Datta * Reformat code example, line length is short enough * Update kedro-datasets/kedro_datasets/matplotlib/matplotlib_writer.py Signed-off-by: Deepyaman Datta --------- Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * chore(datasets): Fix more doctest issues (#451) Signed-off-by: Merel Theisen Co-authored-by: Deepyaman Datta Signed-off-by: tgoelles * test(datasets): fix failing doctests in Windows CI (#457) Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * chore(datasets): fix accidental reference to NumPy (#450) Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * chore(datasets): don't pollute dev env in doctests (#452) Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * feat: Add tools to heap event (#430) * Add add-on data to heap event Signed-off-by: lrcouto * Move addons logic to _get_project_property Signed-off-by: Ankita Katiyar * Add condition for pyproject.toml Signed-off-by: Ankita Katiyar * Fix tests Signed-off-by: Ankita Katiyar * Fix tests Signed-off-by: Ankita Katiyar * add tools to mock Signed-off-by: lrcouto * lint Signed-off-by: lrcouto * Update tools test Signed-off-by: Ankita Katiyar * Add after_context_created tools test Signed-off-by: lrcouto * Update rename to tools Signed-off-by: Ankita Katiyar * Update kedro-telemetry/tests/test_plugin.py Co-authored-by: Sajid Alam <90610031+SajidAlamQB@users.noreply.github.com> Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> --------- Signed-off-by: lrcouto Signed-off-by: Ankita Katiyar Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Co-authored-by: Ankita Katiyar Co-authored-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Co-authored-by: Sajid Alam <90610031+SajidAlamQB@users.noreply.github.com> Signed-off-by: tgoelles * ci(datasets): install deps in single `pip install` (#454) Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * build(datasets): Bump s3fs (#463) * Use mocking for AWS responses Signed-off-by: Merel Theisen * Add change to release notes Signed-off-by: Merel Theisen * Update release notes Signed-off-by: Merel Theisen * Use pytest xfail instead of commenting out test Signed-off-by: Merel Theisen --------- Signed-off-by: Merel Theisen Signed-off-by: tgoelles * test(datasets): make SQL dataset examples runnable (#455) Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * fix(datasets): correct pandas-gbq as py311 dependency (#460) * update pandas-gbq dependency declaration Signed-off-by: Onur Kuru * fix fmt Signed-off-by: Onur Kuru --------- Signed-off-by: Onur Kuru Co-authored-by: Ahdra Merali <90615669+AhdraMeraliQB@users.noreply.github.com> Signed-off-by: tgoelles * docs(datasets): Document `IncrementalDataset` (#468) Document IncrementalDataset Signed-off-by: Juan Luis Cano Rodríguez Signed-off-by: tgoelles * chore: Update datasets to be arguments keyword only (#466) Signed-off-by: Merel Theisen Signed-off-by: tgoelles * chore: Clean up code for old dataset syntax compatibility (#465) Signed-off-by: Merel Theisen Signed-off-by: tgoelles * chore: Update scikit-learn version (#469) Update scikit-learn version Signed-off-by: Nok Lam Chan Signed-off-by: tgoelles * feat(datasets): support versioning data partitions (#447) * feat(datasets): support versioning data partitions Signed-off-by: Deepyaman Datta * Remove unused import Signed-off-by: Deepyaman Datta * chore(datasets): use keyword arguments when needed Signed-off-by: Deepyaman Datta * Apply suggestions from code review Signed-off-by: Deepyaman Datta * Update kedro-datasets/kedro_datasets/partitions/partitioned_dataset.py Signed-off-by: Deepyaman Datta --------- Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * docs(datasets): Improve documentation index (#428) Rework documentation index Signed-off-by: Juan Luis Cano Rodríguez Signed-off-by: tgoelles * docs(datasets): update wrong docstring about `con` (#461) Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * build(datasets): Release `2.0.0` (#472) Signed-off-by: Merel Theisen Signed-off-by: tgoelles * ci(telemetry): Pin `PyYAML` (#474) Pin PyYaml Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * build(telemetry): Release 0.3.1 (#475) Signed-off-by: tgoelles * docs(datasets): Fix broken links in README (#477) Fix broken links in README Signed-off-by: Juan Luis Cano Rodríguez Signed-off-by: tgoelles * chore(datasets): replace more "data_set" instances (#476) Signed-off-by: Deepyaman Datta Co-authored-by: Juan Luis Cano Rodríguez Signed-off-by: tgoelles * chore(datasets): Fix doctests (#488) Signed-off-by: Merel Theisen Signed-off-by: tgoelles * chore(datasets): Fix delta + incremental dataset docstrings (#489) Signed-off-by: Merel Theisen Signed-off-by: tgoelles * chore(airflow): Post 0.19 cleanup (#478) * bump version Signed-off-by: Ankita Katiyar * Unbump version and clean test Signed-off-by: Ankita Katiyar * Update e2e tests Signed-off-by: Ankita Katiyar * Update e2e tests Signed-off-by: Ankita Katiyar * Update e2e tests Signed-off-by: Ankita Katiyar * Update e2e tests Signed-off-by: Ankita Katiyar * Split big test into smaller tests Signed-off-by: Ankita Katiyar * Update conftest Signed-off-by: Ankita Katiyar * Update conftest Signed-off-by: Ankita Katiyar * Fix coverage Signed-off-by: Ankita Katiyar * Try unpin airflow Signed-off-by: Ankita Katiyar * remove datacatalog step Signed-off-by: Ankita Katiyar * Change node Signed-off-by: Ankita Katiyar * update tasks test step Signed-off-by: Ankita Katiyar * Revert to older airflow and constraint pendulum Signed-off-by: Ankita Katiyar * Update template Signed-off-by: Ankita Katiyar * Update message in e2e step Signed-off-by: Ankita Katiyar * Final cleanup Signed-off-by: Ankita Katiyar * Update kedro-airflow/pyproject.toml Signed-off-by: Nok Lam Chan * Pin apache-airflow again Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ankita Katiyar Signed-off-by: Nok Lam Chan Co-authored-by: Nok Lam Chan Signed-off-by: tgoelles * build(airflow): Release 0.8.0 (#491) Bump version Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * fix: telemetry metadata (#495) --------- Signed-off-by: Dmitry Sorokin Signed-off-by: tgoelles * fix: Update tests on kedro-docker for 0.5.0 release. (#496) * bump version to 0.5.0 Signed-off-by: lrcouto * bump version to 0.5.0 Signed-off-by: lrcouto * update e2e tests to use new starters Signed-off-by: lrcouto * Lint Signed-off-by: lrcouto * update e2e tests to use new starters Signed-off-by: lrcouto * fix test path for e2e tests Signed-off-by: lrcouto * fix requirements path on dockerfiles Signed-off-by: lrcouto * update tests to fit with current log format Signed-off-by: lrcouto * update tests to fit with current log format Signed-off-by: lrcouto * update tests to fit with current log format Signed-off-by: lrcouto * Remove redundant test Signed-off-by: lrcouto * Alter test for custom GID and UID Signed-off-by: lrcouto * Update release notes Signed-off-by: lrcouto * Revert version bump to put in in separate PR Signed-off-by: lrcouto --------- Signed-off-by: lrcouto Signed-off-by: L. R. Couto <57910428+lrcouto@users.noreply.github.com> Signed-off-by: tgoelles * build: Release kedro-docker 0.5.0 (#497) * bump version to 0.5.0 Signed-off-by: lrcouto * bump version to 0.5.0 Signed-off-by: lrcouto * update e2e tests to use new starters Signed-off-by: lrcouto * Lint Signed-off-by: lrcouto * update e2e tests to use new starters Signed-off-by: lrcouto * fix test path for e2e tests Signed-off-by: lrcouto * fix requirements path on dockerfiles Signed-off-by: lrcouto * update tests to fit with current log format Signed-off-by: lrcouto * update tests to fit with current log format Signed-off-by: lrcouto * update tests to fit with current log format Signed-off-by: lrcouto * Remove redundant test Signed-off-by: lrcouto * Alter test for custom GID and UID Signed-off-by: lrcouto * Update release notes Signed-off-by: lrcouto * Revert version bump to put in in separate PR Signed-off-by: lrcouto * Bump kedro-docker to 0.5.0 Signed-off-by: lrcouto * Add release notes Signed-off-by: lrcouto * Update kedro-docker/RELEASE.md Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: L. R. Couto <57910428+lrcouto@users.noreply.github.com> --------- Signed-off-by: lrcouto Signed-off-by: L. R. Couto <57910428+lrcouto@users.noreply.github.com> Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: tgoelles * chore(datasets): Update partitioned dataset docstring (#502) Update partitioned dataset docstring Signed-off-by: Merel Theisen Signed-off-by: tgoelles * Fix GeotiffDataset import + casing Signed-off-by: Merel Theisen * Fix lint Signed-off-by: Merel Theisen Signed-off-by: tgoelles * fix(datasets): Relax pandas.HDFDataSet dependencies which are broken on Windows (#426) * Relax pandas.HDFDataSet dependencies which are broken on Window (#402) Signed-off-by: Yolan Honoré-Rougé * Update RELEASE.md Signed-off-by: Yolan Honoré-Rougé * Apply suggestions from code review Signed-off-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> * Update kedro-datasets/setup.py Signed-off-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> --------- Signed-off-by: Yolan Honoré-Rougé Signed-off-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: tgoelles * fix: airflow metadata (#498) * Add example pipeline entry to metadata declaration Signed-off-by: Ahdra Merali * Fix entry Signed-off-by: Ahdra Merali * Make entries consistent Signed-off-by: Ahdra Merali * Add tools to config Signed-off-by: Ahdra Merali * fix: telemetry metadata (#495) --------- Signed-off-by: Dmitry Sorokin Signed-off-by: Ahdra Merali * Revert "Add tools to config" This reverts commit 14732d772a3c2f4787063071a68fdf1512c93488. Signed-off-by: Ahdra Merali * Quick fix Signed-off-by: Ahdra Merali * Lint Signed-off-by: Ahdra Merali * Remove outdated config key Signed-off-by: Ahdra Merali * Use kedro new instead of cookiecutter Signed-off-by: Ahdra Merali --------- Signed-off-by: Ahdra Merali Signed-off-by: Dmitry Sorokin Co-authored-by: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> Signed-off-by: tgoelles * chore(airflow): Bump `apache-airflow` version (#511) * Bump apache airflow Signed-off-by: Ankita Katiyar * Change starter Signed-off-by: Ankita Katiyar * Update e2e test steps Signed-off-by: Ankita Katiyar * Update e2e test steps Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * ci(datasets): Unpin dask (#522) * Unpin dask Signed-off-by: Ankita Katiyar * Update doctest Signed-off-by: Ankita Katiyar * Update doctest Signed-off-by: Ankita Katiyar * Update kedro-datasets/setup.py Co-authored-by: Nok Lam Chan Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> --------- Signed-off-by: Ankita Katiyar Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Co-authored-by: Nok Lam Chan Signed-off-by: tgoelles * feat(datasets): Add `MatlabDataset` to `kedro-datasets` (#515) * Refork and commit kedro matlab datasets Signed-off-by: samuelleeshemen * Fix lint, add to docs Signed-off-by: Ankita Katiyar * Try fixing docstring Signed-off-by: Ankita Katiyar * Try fixing save Signed-off-by: Ankita Katiyar * Try fix docstest Signed-off-by: Ankita Katiyar * Fix unit tests Signed-off-by: Ankita Katiyar * Update release notes: Signed-off-by: Ankita Katiyar * Not hardcode load mode Signed-off-by: Ankita Katiyar --------- Signed-off-by: samuelleeshemen Signed-off-by: Ankita Katiyar Co-authored-by: Ankita Katiyar Signed-off-by: tgoelles * ci(airflow): Pin `Flask-Session` version (#521) * Restrict pendulum version Signed-off-by: Ankita Katiyar * Update airflow init step Signed-off-by: Ankita Katiyar * Remove pendulum pin Signed-off-by: Ankita Katiyar * Update create connections step Signed-off-by: Ankita Katiyar * Pin flask session Signed-off-by: Ankita Katiyar * Add comment Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * feat: `kedro-airflow` group in memory nodes (#241) * feat: option to group in-memory nodes Signed-off-by: Simon Brugman * fix: MemoryDataset Signed-off-by: Simon Brugman * Update kedro-airflow/README.md Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: Simon Brugman * Update kedro-airflow/README.md Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: Simon Brugman * Update kedro-airflow/README.md Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: Simon Brugman * Update kedro-airflow/RELEASE.md Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: Simon Brugman * Update kedro-airflow/kedro_airflow/grouping.py Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: Simon Brugman * Update kedro-airflow/kedro_airflow/plugin.py Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: Simon Brugman * Update kedro-airflow/tests/test_node_grouping.py Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: Simon Brugman * Update kedro-airflow/tests/test_node_grouping.py Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: Simon Brugman * Update kedro-airflow/kedro_airflow/grouping.py Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: Simon Brugman * Update kedro-airflow/kedro_airflow/grouping.py Co-authored-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Signed-off-by: Simon Brugman * fix: tests Signed-off-by: Simon Brugman * Bump minimum kedro version Signed-off-by: Simon Brugman * fixes Signed-off-by: Simon Brugman --------- Signed-off-by: Simon Brugman Signed-off-by: Simon Brugman Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Co-authored-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Signed-off-by: tgoelles * ci(datasets): Update pyproject.toml to pin Kedro 0.19 for kedro-datasets (#526) Update pyproject.toml Signed-off-by: Nok Lam Chan Signed-off-by: tgoelles * feat(airflow): include environment name in DAG filename (#492) * feat: include environment name in DAG file Signed-off-by: Simon Brugman * doc: add update to release notes Signed-off-by: Simon Brugman --------- Signed-off-by: Simon Brugman Co-authored-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Signed-off-by: tgoelles * feat(datasets): Enable search-as-you type on Kedro-datasets docs (#532) * done Signed-off-by: rashidakanchwala * fix lint Signed-off-by: rashidakanchwala --------- Signed-off-by: rashidakanchwala Signed-off-by: tgoelles * fix(datasets): Debug and fix `kedro-datasets` nightly build failures (#541) * pin deltalake * Update kedro-datasets/setup.py Signed-off-by: Juan Luis Cano Rodríguez * Update setup.py Signed-off-by: Juan Luis Cano Rodríguez * sort order and compare * Update setup.py * lint * pin deltalake * add comment to pin --------- Signed-off-by: Juan Luis Cano Rodríguez Signed-off-by: Juan Luis Cano Rodríguez Co-authored-by: Juan Luis Cano Rodríguez Signed-off-by: tgoelles * feat(datasets): Dataset Preview Refactor (#504) * test * done * change from _preview to preview * fix lint and tests * added docstrings * rtd fix * rtd fix * fix rtd Signed-off-by: rashidakanchwala * fix rtd Signed-off-by: rashidakanchwala * fix rtd - pls" Signed-off-by: rashidakanchwala * add nitpick ignore Signed-off-by: rashidakanchwala * test again Signed-off-by: rashidakanchwala * move tracking datasets to constant Signed-off-by: rashidakanchwala * remove comma Signed-off-by: rashidakanchwala * remove Newtype from json_dataset" Signed-off-by: rashidakanchwala * pls work Signed-off-by: rashidakanchwala * confirm rtd works locally Signed-off-by: rashidakanchwala * juanlu's fix Signed-off-by: rashidakanchwala * fix tests Signed-off-by: rashidakanchwala * remove unnecessary stuff from conf.py Signed-off-by: rashidakanchwala * fixes based on review Signed-off-by: rashidakanchwala * changes based on review Signed-off-by: rashidakanchwala * fix tests Signed-off-by: rashidakanchwala * add suffix Preview Signed-off-by: rashidakanchwala * change img return type to bytes Signed-off-by: rashidakanchwala * fix tests Signed-off-by: rashidakanchwala * update release note * fix lint --------- Signed-off-by: rashidakanchwala Co-authored-by: ravi-kumar-pilla Co-authored-by: Sajid Alam <90610031+SajidAlamQB@users.noreply.github.com> Signed-off-by: tgoelles * fix(datasets): Drop pyarrow constraint when using snowpark (#538) * Free pyarrow req Signed-off-by: Felipe Monroy * Free pyarrow req Signed-off-by: Felipe Monroy --------- Signed-off-by: Felipe Monroy Co-authored-by: Nok Lam Chan Signed-off-by: tgoelles * docs: Update kedro-telemetry docs on which data is collected (#546) * Update data being collected --------- Signed-off-by: Dmitry Sorokin Signed-off-by: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> Co-authored-by: Jo Stichbury Co-authored-by: Juan Luis Cano Rodríguez Signed-off-by: tgoelles * ci(docker): Trying to fix e2e tests (#548) * Pin psutil Signed-off-by: Ankita Katiyar * Add no capture to test Signed-off-by: Ankita Katiyar * Update pip version Signed-off-by: Ankita Katiyar * Update call Signed-off-by: Ankita Katiyar * Update pip Signed-off-by: Ankita Katiyar * pip ruamel Signed-off-by: Ankita Katiyar * change pip v Signed-off-by: Ankita Katiyar * change pip v Signed-off-by: Ankita Katiyar * show stdout Signed-off-by: Ankita Katiyar * use no cache dir Signed-off-by: Ankita Katiyar * revert extra changes Signed-off-by: Ankita Katiyar * pin pip Signed-off-by: Ankita Katiyar * gitpod Signed-off-by: Ankita Katiyar * pip inside dockerfile Signed-off-by: Ankita Katiyar * pip pip inside dockerfile Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * chore: bump actions versions (#539) * Unpin pip and bump actions versions Signed-off-by: Ankita Katiyar * remove version Signed-off-by: Ankita Katiyar * Revert unpinning of pip Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * docs(telemetry): Direct readers to Kedro documentation for further information on telemetry (#555) * Direct readers to Kedro documentation for further information on telemetry Signed-off-by: Juan Luis Cano Rodríguez * Wording improvements Co-authored-by: Jo Stichbury Signed-off-by: Juan Luis Cano Rodríguez * Amend README section Signed-off-by: Juan Luis Cano Rodríguez --------- Signed-off-by: Juan Luis Cano Rodríguez Signed-off-by: Juan Luis Cano Rodríguez Co-authored-by: Jo Stichbury Signed-off-by: tgoelles * fix: kedro-telemetry masking (#552) * Fix masking Signed-off-by: Dmitry Sorokin * Change masking approach Signed-off-by: Dmitry Sorokin * Fix tests Signed-off-by: Dmitry Sorokin * Fix tests Signed-off-by: Dmitry Sorokin * Fix tests Signed-off-by: Dmitry Sorokin * Fix tests Signed-off-by: Dmitry Sorokin * Fix tests Signed-off-by: Dmitry Sorokin * Fix tests Signed-off-by: Dmitry Sorokin --------- Signed-off-by: Dmitry Sorokin Co-authored-by: Juan Luis Cano Rodríguez Signed-off-by: tgoelles * fix: telemetry data and add example_pipeline (#557) * Fix telemetry data and add example_pipeline --------- Signed-off-by: Dmitry Sorokin Signed-off-by: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> Co-authored-by: Juan Luis Cano Rodríguez Signed-off-by: tgoelles * feat(airflow): make sure `kedro airflow create` is deterministic (#525) * sort dags dictionary Signed-off-by: Nok Lam Chan * update release note Signed-off-by: Nok Lam Chan --------- Signed-off-by: Nok Lam Chan Signed-off-by: tgoelles * feat(telemetry): Add is_ci_env environment to reported project telemetry (#565) * Add check for ci environment Signed-off-by: Ahdra Merali * Adjust existing tests Signed-off-by: Ahdra Merali * Lint Signed-off-by: Ahdra Merali * Add tests Signed-off-by: Ahdra Merali * Add changes to release notes Signed-off-by: Ahdra Merali * Address review comments Signed-off-by: Ankita Katiyar * Update tests Signed-off-by: Ankita Katiyar * Debug test Signed-off-by: Ankita Katiyar * Fix tests Signed-off-by: Ankita Katiyar * Linting Signed-off-by: Ankita Katiyar * Fix tests Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ahdra Merali Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Signed-off-by: Ankita Katiyar Co-authored-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Co-authored-by: Ankita Katiyar Signed-off-by: tgoelles * chore(datasets): Update setup.py moto dependency (#537) * Update setup.py moto dependency Signed-off-by: Nok Lam Chan * Update mock_s3 with mock_aws Signed-off-by: Merel Theisen * Try use same moto for all python versions Signed-off-by: Merel Theisen * Clean up moto deps Signed-off-by: Merel Theisen --------- Signed-off-by: Nok Lam Chan Co-authored-by: Merel Theisen Signed-off-by: tgoelles * feat(datasets): allow additional parameters for sqlalchemy engine when using sql dataset (#564) * allow additional sqlalchemy engine parameters Signed-off-by: Manuel Spierenburg Signed-off-by: tgoelles * build(datasets): Release `kedro-datasets` 2.1.0 (#575) * Bump versions kedro-datasets Signed-off-by: Ankita Katiyar * Update release notes Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * feat(datasets): Add NetCDFDataSet class (#360) * initialize template and early additions Signed-off-by: Riley Brady * add placeholder for remote file system load Signed-off-by: Riley Brady * switch to versioned dataset Signed-off-by: Riley Brady * add initial remote -> local get for S3 Signed-off-by: Riley Brady * further generalize remote retrieval Signed-off-by: Riley Brady * add in credentials Signed-off-by: Riley Brady * make temppath optional for remote datasets Signed-off-by: Riley Brady * add initial idea for multifile glob Signed-off-by: Riley Brady * style: Introduce `ruff` for linting in all plugins. (#354) Signed-off-by: Merel Theisen Signed-off-by: Riley Brady * add suggested style changes Signed-off-by: Riley Brady * add temppath to attributes Signed-off-by: Riley Brady * more temppath fixes Signed-off-by: Riley Brady * more temppath updates Signed-off-by: Riley Brady * add better tempfile deletion and work on saving files Signed-off-by: Riley Brady * make __del__ flexible Signed-off-by: Riley Brady * formatting Signed-off-by: Riley Brady * feat(datasets): create custom `DeprecationWarning` (#356) * feat(datasets): create custom `DeprecationWarning` Signed-off-by: Deepyaman Datta * feat(datasets): use the custom deprecation warning Signed-off-by: Deepyaman Datta * chore(datasets): show Kedro's deprecation warnings Signed-off-by: Deepyaman Datta * fix(datasets): remove unused imports in test files Signed-off-by: Deepyaman Datta --------- Signed-off-by: Deepyaman Datta Signed-off-by: Riley Brady * docs(datasets): add note about DataSet deprecation (#357) Signed-off-by: Riley Brady * test(datasets): skip `tensorflow` tests on Windows (#363) Signed-off-by: Deepyaman Datta Signed-off-by: Riley Brady * ci: Pin `tables` version (#370) * Pin tables version Signed-off-by: Ankita Katiyar * Also fix kedro-airflow Signed-off-by: Ankita Katiyar * Revert trying to fix airflow Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ankita Katiyar Signed-off-by: Riley Brady * build(datasets): Release `1.7.1` (#378) Signed-off-by: Merel Theisen Signed-off-by: Riley Brady * docs: Update CONTRIBUTING.md and add one for `kedro-datasets` (#379) Update CONTRIBUTING.md + add one for kedro-datasets Signed-off-by: Ankita Katiyar Signed-off-by: Riley Brady * ci(datasets): Run tensorflow tests separately from other dataset tests (#377) Signed-off-by: Merel Theisen Signed-off-by: Riley Brady * feat: Kedro-Airflow convert all pipelines option (#335) * feat: kedro airflow convert --all option Signed-off-by: Simon Brugman * docs: release docs Signed-off-by: Simon Brugman --------- Signed-off-by: Simon Brugman Signed-off-by: Riley Brady * docs(datasets): blacken code in rst literal blocks (#362) Signed-off-by: Deepyaman Datta Signed-off-by: Riley Brady * docs: cloudpickle is an interesting extension of the pickle functionality (#361) Signed-off-by: H. Felix Wittmann Signed-off-by: Riley Brady * fix(datasets): Fix secret scan entropy error (#383) Fix secret scan entropy error Signed-off-by: Merel Theisen Signed-off-by: Riley Brady * style: Rename mentions of `DataSet` to `Dataset` in `kedro-airflow` and `kedro-telemetry` (#384) Signed-off-by: Merel Theisen Signed-off-by: Riley Brady * feat(datasets): Migrated `PartitionedDataSet` and `IncrementalDataSet` from main repository to kedro-datasets (#253) Signed-off-by: Peter Bludau Co-authored-by: Merel Theisen Signed-off-by: Riley Brady * fix: backwards compatibility for `kedro-airflow` (#381) Signed-off-by: Simon Brugman Signed-off-by: Riley Brady * fix(datasets): Don't warn for SparkDataset on Databricks when using s3 (#341) Signed-off-by: Alistair McKelvie Signed-off-by: Riley Brady * update docs API and release notes Signed-off-by: Riley Brady * add netcdf requirements to setup Signed-off-by: Riley Brady * lint Signed-off-by: Riley Brady * add initial tests Signed-off-by: Riley Brady * update dataset exists for multifile Signed-off-by: Riley Brady * Add full test suite for NetCDFDataSet Signed-off-by: Riley Brady * Add docstring examples Signed-off-by: Riley Brady * change xarray version req Signed-off-by: Riley Brady * update dask req Signed-off-by: Riley Brady * rename DataSet -> Dataset Signed-off-by: Riley Brady * Update xarray reqs for earlier python versions Signed-off-by: Riley Brady * fix setup Signed-off-by: Riley Brady * update test coverage Signed-off-by: Riley Brady * exclude init from test coverage Signed-off-by: Riley Brady * Sub in pathlib for os.remove Signed-off-by: Riley Brady * add metadata to dataset Signed-off-by: Riley Brady * add doctest for the new datasets Signed-off-by: Nok * add patch for supporting http/https Signed-off-by: Riley Brady * Small fixes post-merge Signed-off-by: Juan Luis Cano Rodríguez * Lint Signed-off-by: Juan Luis Cano Rodríguez * Fix import Signed-off-by: Juan Luis Cano Rodríguez * Un-ignore NetCDF doctest Signed-off-by: Juan Luis Cano Rodríguez * Add fixture Signed-off-by: Ankita Katiyar * Mark problematic test as xfail Signed-off-by: Juan Luis Cano Rodríguez * Skip problematic test instead of making it fail Signed-off-by: Juan Luis Cano Rodríguez * Skip problematic tests and fix failing tests Signed-off-by: Ankita Katiyar * Remove comment Signed-off-by: Ankita Katiyar --------- Signed-off-by: Riley Brady Signed-off-by: Merel Theisen Signed-off-by: Deepyaman Datta Signed-off-by: Ankita Katiyar Signed-off-by: Simon Brugman Signed-off-by: H. Felix Wittmann Signed-off-by: Peter Bludau Signed-off-by: Alistair McKelvie Signed-off-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: Nok Lam Chan Signed-off-by: Nok Signed-off-by: Juan Luis Cano Rodríguez Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Co-authored-by: Deepyaman Datta Co-authored-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Co-authored-by: Simon Brugman Co-authored-by: Felix Wittmann Co-authored-by: PtrBld <7523956+PtrBld@users.noreply.github.com> Co-authored-by: Merel Theisen Co-authored-by: Alistair McKelvie Co-authored-by: Nok Lam Chan Co-authored-by: Juan Luis Cano Rodríguez Co-authored-by: Ankita Katiyar Signed-off-by: tgoelles * Fix Geotiff dataset docstring Signed-off-by: Merel Theisen Signed-off-by: tgoelles * Improve test coverage Signed-off-by: Merel Theisen Signed-off-by: tgoelles * build(telemetry): Release 0.3.2 (#588) Bump version Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * chore(datasets): Normalise optional requirements names and move them to `pyproject.toml` (#570) * Normalise and move extras dependencies to pyproject.toml Signed-off-by: Ankita Katiyar * Update kedro-datasets/pyproject.toml Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> * Update pyproject and release notes Signed-off-by: Ankita Katiyar * Update pyproject and release notes Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ankita Katiyar Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Co-authored-by: L. R. Couto <57910428+lrcouto@users.noreply.github.com> * ci(datasets): Accelerate CI using `uv` (#569) * Rename ill-named CI check for docs Signed-off-by: Juan Luis Cano Rodríguez * Use uv to accelerate dependency installation on CI Signed-off-by: Juan Luis Cano Rodríguez * Use smaller dataset for Hugging Face doctest Signed-off-by: Juan Luis Cano Rodríguez * Fix pytest invokation on Windows See https://github.com/astral-sh/uv/issues/1988 Signed-off-by: Juan Luis Cano Rodríguez * Definitive fix to Hugging Face doctest Signed-off-by: Juan Luis Cano Rodríguez * Trigger CI Signed-off-by: Juan Luis Cano Rodríguez * Debug Signed-off-by: Juan Luis Cano Rodríguez * Bump to next uv version * Restore pytest invokation * Upgrade to latest version of uv * Fix pyproject.toml * Make docs check plugin-specific Signed-off-by: Juan Luis Cano Rodríguez --------- Signed-off-by: Juan Luis Cano Rodríguez Signed-off-by: tgoelles * ci(docker): Only run one pipeline with the `ParallelRunner` in the e2e test (#591) Fix e2e test Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * fix(datasets): sql_dataset load_args:params must be a tuple (MSSQL only) (#556) * fix(datasets): sql_dataset load_args:params must be a tuple (MSSQL only) Signed-off-by: Andrew Cao * Fix mssql test Signed-off-by: Merel Theisen * Update release notes + lint Signed-off-by: Merel Theisen --------- Signed-off-by: Andrew Cao Signed-off-by: Merel Theisen Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Co-authored-by: Merel Theisen Co-authored-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Signed-off-by: tgoelles * build(datasets): fix typos in definition of extras (#593) * build(datasets): fix typos in definition of extras Signed-off-by: Deepyaman Datta * build(datasets): separate pandas-sqldataset and pandas-gbqdataset Signed-off-by: Ankita Katiyar --------- Signed-off-by: Deepyaman Datta Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * fix(airflow): Fix incorrect node names (#594) * Fix incorrect node names + switch e2e tests to spaceflights-pandas Signed-off-by: Ankita Katiyar * Not switch e2e tests starters for now Signed-off-by: Ankita Katiyar * Revert changes to e2e tests Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * fix(datasets): Various fixes (#608) * Try to use uv on Read the Docs Signed-off-by: Juan Luis Cano Rodríguez * Pin dask test requirement as latest introduced installation issues Signed-off-by: Merel Theisen * Try pinning Dask in main requirements too Signed-off-by: Juan Luis Cano Rodríguez * Use smaller model for Hugging Face doctest Signed-off-by: Juan Luis Cano Rodríguez * Install PyTorch with transformers for testing Signed-off-by: Juan Luis Cano Rodríguez * More robust doctest for Hugging Face transformer Signed-off-by: Juan Luis Cano Rodríguez * Whitespace fix Signed-off-by: Juan Luis Cano Rodríguez * Fix Tensorflow dataset for modern versions of Keras Signed-off-by: Juan Luis Cano Rodríguez * Fix TensorFlow model loading and saving Signed-off-by: Juan Luis Cano Rodríguez * Fix TensorFlow tests Signed-off-by: Juan Luis Cano Rodríguez --------- Signed-off-by: Juan Luis Cano Rodríguez Signed-off-by: Merel Theisen Co-authored-by: Merel Theisen Signed-off-by: tgoelles * feat(datasets): Add kwargs for huggingface.HFDataset (#580) * issue #574 * Chance to #574 issue Signed-off-by: Eduardo * lint tool implementation fixes Signed-off-by: eduardo * lint tool implementation fixes Signed-off-by: eduardo * lint tool implementation fixes for the second time Signed-off-by: eduardo * Fixed attribute name typo in HFDataset's _load() method, now correctly accessing self._dataset_kwargs instead of self._pipeline_kwargs. * corrections after applying the `make plugin=kedro-datasets lint` Signed-off-by: eduardo * Update RELEASE.md I add myself as as contributor. Signed-off-by: Eduardo <144208874+eromerobilbomatica@users.noreply.github.com> * Update RELEASE.md Add note about the fixed bug. Signed-off-by: Eduardo <144208874+eromerobilbomatica@users.noreply.github.com> * Update RELEASE.md Fixed my comments and its position in the section. Signed-off-by: Eduardo <144208874+eromerobilbomatica@users.noreply.github.com> * Update RELEASE.md Changed my name to community contributions in the "Upcoming Release" section Signed-off-by: Eduardo <144208874+eromerobilbomatica@users.noreply.github.com> --------- Signed-off-by: Eduardo Signed-off-by: eduardo Signed-off-by: Eduardo <144208874+eromerobilbomatica@users.noreply.github.com> Signed-off-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Co-authored-by: eduardo Co-authored-by: Nok Lam Chan Co-authored-by: Juan Luis Cano Rodríguez Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: tgoelles * feat(telemetry): Unique User IDs in kedro-telemetry - merge only for kedro-telemetry release 0.4.0 (#596) * Change to unique uuid Signed-off-by: Dmitry Sorokin * Fix tests Signed-off-by: Dmitry Sorokin * fix tests and empty value Signed-off-by: Dmitry Sorokin * fix lint Signed-off-by: Dmitry Sorokin * Reformat _get_or_create_uuid to not be entirely inside the try block Signed-off-by: lrcouto * Reformat _get_or_create_uuid to not be entirely inside the try block Signed-off-by: lrcouto * Remove incorrectly sent file Signed-off-by: lrcouto * Update RELEASE.md Signed-off-by: lrcouto * Return empty ID if the existing ID cannot be read Signed-off-by: lrcouto * Extract new uuid generation to its own function Signed-off-by: lrcouto * Convert .conf file to .toml Signed-off-by: lrcouto * Lint Signed-off-by: lrcouto * Remove redundant try/except block Signed-off-by: lrcouto * Add type hints, change variable names to be more descriptive Signed-off-by: lrcouto * Small fixes Signed-off-by: lrcouto * Make release note more explicit Signed-off-by: lrcouto --------- Signed-off-by: Dmitry Sorokin Signed-off-by: lrcouto Co-authored-by: lrcouto Co-authored-by: L. R. Couto <57910428+lrcouto@users.noreply.github.com> Signed-off-by: tgoelles * build(telemetry): Add python 3.12 support (#615) * Add python 3.12 support for kedro-telemetry Signed-off-by: Ankita Katiyar * Increase timeout UV Signed-off-by: Ankita Katiyar * Increase timeout for docs build Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * feat(airflow): add --tags option for node filtering in airflow create (#607) * Add tags filter to airflow create --------- Signed-off-by: Dmitry Sorokin Signed-off-by: tgoelles * fix(datasets): make connection_args optional (#586) * Make `connection_args` optional when calling `create_connection()` in `sql_dataset.py`. --------- Signed-off-by: Jerome Asselin Signed-off-by: tgoelles * chore(telemetry): Remove dummy e2e test (#622) Remove dummy e2e test Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * refactor(airflow): Remove `bootstrap_project` (#599) * Remove bootstrap_project Signed-off-by: Ankita Katiyar * Refactor Signed-off-by: Ankita Katiyar * Fix tests Signed-off-by: Ankita Katiyar * Print for debugging Signed-off-by: Ankita Katiyar * add resolve Signed-off-by: Ankita Katiyar * Update tests Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ankita Katiyar Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Signed-off-by: tgoelles * build(datasets): Add Python 3.12 support (#617) * Add support for Python 3.12 Signed-off-by: Ankita Katiyar * Bump pyodbc Signed-off-by: Ankita Katiyar * Update gitpod Signed-off-by: Ankita Katiyar * Unpin reqs Signed-off-by: Ankita Katiyar * pin pandas again Signed-off-by: Ankita Katiyar * unpin some more Signed-off-by: Ankita Katiyar * unpin pyarrow Signed-off-by: Ankita Katiyar * unpin pyarrow Signed-off-by: Ankita Katiyar * Update uv Signed-off-by: Ankita Katiyar * Bump pyarrow Signed-off-by: Ankita Katiyar * temporarily disable docs tests Signed-off-by: Ankita Katiyar * unpin deltalake Signed-off-by: Ankita Katiyar * unpin pandas-gbq Signed-off-by: Ankita Katiyar * Update tests Signed-off-by: Ankita Katiyar * remove doctest again Signed-off-by: Ankita Katiyar * unpin sqlalchemy Signed-off-by: Ankita Katiyar * bump uv and cleanup pyproject.toml Signed-off-by: Ankita Katiyar * Revert bump of pyarrow Signed-off-by: Ankita Katiyar * Revert unpinning of uv Signed-off-by: Ankita Katiyar * Bump uv timeouts Signed-off-by: Ankita Katiyar * Apply suggestions from code review Co-authored-by: Juan Luis Cano Rodríguez Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> --------- Signed-off-by: Ankita Katiyar Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Co-authored-by: Juan Luis Cano Rodríguez Signed-off-by: tgoelles * feat(datasets): Extend preview mechanism (#595) * Extend preview to Parquet * Update sql_dataset.py * Update sql_dataset.py * update preview method for parquetdataset * Update sql_dataset.py * extend preview to JSONDataset * add json preview * add preview for pickledataset * Update json_dataset.py * lint * add tests for parquet and json * lint * rem pickle fix docstring * Fix parquet test * fix pandas.json tests * add coverage for sqldataset * lint * coverage for sanitisation of sql * changes based on review * use pyarrow for parquet preview * align jsondataset with spike * Update json_dataset.py * Update json_dataset.py * pass lines=true and nrows * update docstring * Update test_json_dataset.py * revert change * use sqlalchemy instead of query * fix sql tests Signed-off-by: tgoelles * fix: Add `--telemetry` flag to to kedro-telemetry CLI masking tests. (#637) add telemetry flag to kedro new cli structure tests Signed-off-by: lrcouto Signed-off-by: tgoelles * fix: Drop support for `pandas < 2.0`, `pyspark < 3.0` on `kedro-datasets` (#643) * Drop support for pandas < 2.0 Signed-off-by: lrcouto * Drop support for pyspark < 3.0 Signed-off-by: lrcouto * Lift Dask version cap Signed-off-by: Juan Luis Cano Rodríguez * Add changes to release notes Signed-off-by: lrcouto --------- Signed-off-by: lrcouto Signed-off-by: Juan Luis Cano Rodríguez Co-authored-by: Juan Luis Cano Rodríguez Signed-off-by: tgoelles * feat(datasets): add dataset to load/save with Ibis (#560) * feat(datasets): add dataset to load/save with Ibis Signed-off-by: Deepyaman Datta * build(datasets): fix typos in definition of extras Signed-off-by: Deepyaman Datta * build(datasets): include Ibis backend requirements Signed-off-by: Deepyaman Datta * test(datasets): implement save and reload for Ibis Signed-off-by: Deepyaman Datta * test(datasets): check `ibis.TableDataset.exists()` Signed-off-by: Deepyaman Datta * test(datasets): test extra load and save args work Signed-off-by: Deepyaman Datta * test(datasets): verify config and materializations Signed-off-by: Deepyaman Datta --------- Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * fix(datasets): Restore support for pandas 1 and PySpark 2 (#646) * Restore support for pandas 1 and PySpark 2 Signed-off-by: Juan Luis Cano Rodríguez * Update release notes Signed-off-by: Juan Luis Cano Rodríguez --------- Signed-off-by: Juan Luis Cano Rodríguez Signed-off-by: tgoelles * feat: Release kedro-datasets version 3.0.0 (#644) * bump up kedro-datasets version to 3.0.0 Signed-off-by: lrcouto * Reformatted release notes Signed-off-by: Elena Khaustova * Fixed typo Signed-off-by: Elena Khaustova --------- Signed-off-by: lrcouto Signed-off-by: Elena Khaustova Signed-off-by: Elena Khaustova Co-authored-by: Elena Khaustova Co-authored-by: Elena Khaustova Signed-off-by: tgoelles * docs: Add `experimental` directory (#635) Signed-off-by: Merel Theisen Signed-off-by: tgoelles * docs: Add description of experimental and core datasets to contribution guide (#642) Signed-off-by: Merel Theisen Co-authored-by: Juan Luis Cano Rodríguez Co-authored-by: Deepyaman Datta Signed-off-by: tgoelles * build(airflow): Add python 3.12 support (#614) * Add python 3.12 support for airflow Signed-off-by: Ankita Katiyar * temp: update gitpod Signed-off-by: Ankita Katiyar * Update gitpod Signed-off-by: Ankita Katiyar * Update gitpod Signed-off-by: Ankita Katiyar * Resolve path Signed-off-by: Ankita Katiyar * remove pins Signed-off-by: Ankita Katiyar * Try bump apache Signed-off-by: Ankita Katiyar * Try bump apache Signed-off-by: Ankita Katiyar * Revert airflow pin Signed-off-by: Ankita Katiyar * Revert extra changes Signed-off-by: Ankita Katiyar * update install kedro-datasets step Signed-off-by: Ankita Katiyar * try remove install kedro-datasets step Signed-off-by: Ankita Katiyar * Install kedro from main Signed-off-by: Ankita Katiyar * Revert changes Signed-off-by: Ankita Katiyar * Use 3.12 gitpod Signed-off-by: Ankita Katiyar * Update .gitpod.yml Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> --------- Signed-off-by: Ankita Katiyar Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Signed-off-by: tgoelles * build(docker): Add Python 3.12 support (#616) * Add 3.12 support kedro-docker Signed-off-by: Ankita Katiyar * Update cli steps: Signed-off-by: Ankita Katiyar * Resolve tempdir path Signed-off-by: Ankita Katiyar * Show error Signed-off-by: Ankita Katiyar * comment Signed-off-by: Ankita Katiyar * install kedro from main Signed-off-by: Ankita Katiyar * Add kedro to test deps Signed-off-by: Ankita Katiyar * Add kedro to test deps Signed-off-by: Ankita Katiyar * Add kedro to test deps Signed-off-by: Ankita Katiyar * install kedro from main Signed-off-by: Ankita Katiyar * install kedro from main Signed-off-by: Ankita Katiyar * change docker image Signed-off-by: Ankita Katiyar * Update .gitpod.yml Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> * Cleanup Signed-off-by: Ankita Katiyar * Update kedro-docker/features/steps/cli_steps.py Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> --------- Signed-off-by: Ankita Katiyar Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Signed-off-by: tgoelles * chore: Add `mypy` setup to Makefile (#638) * Add mypy setup to makefile Signed-off-by: Ankita Katiyar * Add mypy to test reqs Signed-off-by: Ankita Katiyar * chore: Fix `mypy` issues on `kedro-docker` (#640) Fix mypy issues on docker Signed-off-by: Ankita Katiyar * chore: Fix `mypy` issues with `kedro-telemetry` (#641) Fix mypy issues with kedro-telemetry Signed-off-by: Ankita Katiyar * Fix errors docker Signed-off-by: Ankita Katiyar * Import annotations Signed-off-by: Ankita Katiyar * Import annotations Signed-off-by: Ankita Katiyar * Remove mypy check for datasets for now and fix airflow errors Signed-off-by: Ankita Katiyar * Add mypy confg file Signed-off-by: Ankita Katiyar * Update mypy command and move config to pyproject.toml Signed-off-by: Ankita Katiyar * Move back to top level config Signed-off-by: Ankita Katiyar * Get rid of config for flag Signed-off-by: Ankita Katiyar * add mypy type stubs to test reqs Signed-off-by: Ankita Katiyar * Update telemetry reqs Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * build(telemetry): Release 0.4.0 (#648) Bump version Signed-off-by: Dmitry Sorokin Co-authored-by: Nok Lam Chan Signed-off-by: tgoelles * build(docker): Release 0.6.0 (#659) Bump version Signed-off-by: Ankita Katiyar Signed-off-by: tgoelles * docs(datasets): add `ibis.TableDataset` to toctree (#657) * docs(datasets): include `ibis.TableDatset` in docs Signed-off-by: Deepyaman Datta * docs(datasets): upgrade `sphinx-autodoc-typehints` Signed-off-by: Deepyaman Datta * revert(datasets): remove the `TYPE_CHECKING` guard This reverts commit fd3addd2ccf8111509a8907afc788fefbe5e36f9. Signed-off-by: Deepyaman Datta * docs(datasets): add `BaseBackend` to Sphinx config Signed-off-by: Deepyaman Datta --------- Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * chore(datasets): add `mypy` setup for datasets (#647) * add mypy setup for datasets Signed-off-by: Ankita Katiyar * Minor fixes and add config file Signed-off-by: Ankita Katiyar * Move mypy config to toml file Signed-off-by: Ahdra Merali * Move mypy config Signed-off-by: Ahdra Merali * First pass ManagedTableDataset Signed-off-by: Ahdra Merali * First pass pandas/CSVDataset Signed-off-by: Ahdra Merali * First pass pandas/ExcelDataset Signed-off-by: Ahdra Merali * First pass pandas/FeatherDataset Signed-off-by: Ahdra Merali * First pass pandas/GBQDataset Signed-off-by: Ahdra Merali * First pass pandas/GenericDataset Signed-off-by: Ahdra Merali * First pass pandas/HDFDataset Signed-off-by: Ahdra Merali * First pass pandas/JSONDataset Signed-off-by: Ahdra Merali * First pass pandas/ParquetDataset Signed-off-by: Ahdra Merali * First pass pandas/SQLDataset Signed-off-by: Ahdra Merali * First pass pandas/XMLDataset Signed-off-by: Ahdra Merali * Address implicit optional Signed-off-by: Ahdra Merali * Rename mentions of Dict to dict Signed-off-by: Ahdra Merali * Revert to top level config Signed-off-by: Ankita Katiyar * revert changes to docker, fix link issue in apidataset Signed-off-by: Ankita Katiyar * fix optional errors Signed-off-by: Ankita Katiyar * Some more errors Signed-off-by: Ankita Katiyar * try fix unit tests Signed-off-by: Ankita Katiyar * More errors Signed-off-by: Ankita Katiyar * revert netcdf + fix managedtable & sparksteaming ds Signed-off-by: Ankita Katiyar * Add future import Signed-off-by: Ahdra Merali * Update mypy config Signed-off-by: Ahdra Merali * Update automated mypy check Signed-off-by: Ahdra Merali * Update automated mypy check 2 Signed-off-by: Ahdra Merali * Update makefile command Signed-off-by: Ankita Katiyar * some more changes Signed-off-by: Ankita Katiyar * Try fixng unit tests Signed-off-by: Ankita Katiyar * Fix tests Signed-off-by: Ankita Katiyar * More errors Signed-off-by: Ankita Katiyar * More fixes Signed-off-by: Ankita Katiyar * fix tests Signed-off-by: Ankita Katiyar * fix tests Signed-off-by: Ankita Katiyar * fix tests Signed-off-by: Ankita Katiyar * fix tests Signed-off-by: Ankita Katiyar * bump docs build Signed-off-by: Ankita Katiyar * bump docs build Signed-off-by: Ankita Katiyar * bump docs build Signed-off-by: Ankita Katiyar * unbump docs build Signed-off-by: Ankita Katiyar * Delete coverage.xml Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> * cleanup Signed-off-by: Ankita Katiyar * Get rid of union Signed-off-by: Ankita Katiyar * RTD build Signed-off-by: Ankita Katiyar * fix test Signed-off-by: Ankita Katiyar --------- Signed-off-by: Ankita Katiyar Signed-off-by: Ahdra Merali Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Co-authored-by: Ahdra Merali Co-authored-by: Ahdra Merali <90615669+AhdraMeraliQB@users.noreply.github.com> Signed-off-by: tgoelles * docs(datasets): update config for Ibis 9.0 changes (#667) * docs(datasets): add `ibis.base.BaseBackend` target Signed-off-by: Deepyaman Datta * docs(datasets): remove older type target reference Signed-off-by: Deepyaman Datta --------- Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * chore: delete accidentally-committed coverage file (#665) Signed-off-by: tgoelles * docs(datasets): Use `kedro-sphinx-theme` (#670) Signed-off-by: tgoelles * build: use new `exclude_also` over `exclude_lines` (#666) Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * fix(airflow): Fix nodes grouping (#664) * Update memory dataset checking Signed-off-by: Ankita Katiyar * Built adjacency matrix Signed-off-by: Elena Khaustova * Implemented connectivity components search Signed-off-by: Elena Khaustova * Replaced sort with topological order Signed-off-by: Elena Khaustova * Removed debug output Signed-off-by: Elena Khaustova * Fixed pre-commit errors Signed-off-by: Elena Khaustova * Updated unit tests for node grouping Signed-off-by: Elena Khaustova * Refactored grouping function Signed-off-by: Elena Khaustova * Added clarification comments Signed-off-by: Elena Khaustova * Updated unit test Signed-off-by: Elena Khaustova * Added missed return types Signed-off-by: Elena Khaustova * Linter errors fix Signed-off-by: Elena Khaustova * Fixed mypy errors Signed-off-by: Elena Khaustova * Fixing docs build Signed-off-by: Elena Khaustova * Fixing docs build Signed-off-by: Elena Khaustova * Renamed parent dictionary Signed-off-by: Elena Khaustova * Added comments to clarify the resulting order nodes Signed-off-by: Elena Khaustova * Renamed matrix -> list Signed-off-by: Elena Khaustova * Applied suggested change Signed-off-by: Elena Khaustova * Added missed renamings Signed-off-by: Elena Khaustova --------- Signed-off-by: Ankita Katiyar Signed-off-by: Elena Khaustova Co-authored-by: Ankita Katiyar Signed-off-by: tgoelles * build(datasets): remove arbitrary bound for `s3fs` (#668) * build(datasets): remove arbitrary bound for `s3fs` Signed-off-by: Deepyaman Datta * Update RELEASE.md Signed-off-by: Deepyaman Datta --------- Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles * build(datasets): Make sure experimental datasets are packaged as part of `kedro-datasets` (#654) * Make sure experimental datasets are packaged Signed-off-by: Merel Theisen * Rename experimental dir to kedro_datasets_experimental Signed-off-by: Merel Theisen * Update contributing guide to mention new dir name Signed-off-by: Merel Theisen --------- Signed-off-by: Merel Theisen Signed-off-by: tgoelles * docs(datasets): add the extra install instructions (#669) * docs(datasets): add the extra install instructions Signed-off-by: Deepyaman Datta * docs(datasets): apply suggestions from code review Co-authored-by: Juan Luis Cano Rodríguez Signed-off-by: Deepyaman Datta --------- Signed-off-by: Deepyaman Datta Co-authored-by: Juan Luis Cano Rodríguez Signed-off-by: tgoelles * Move geotiff dataset + tests to experimental Signed-off-by: Merel Theisen Signed-off-by: tgoelles * Fix pyproj.toml Signed-off-by: Merel Theisen Signed-off-by: tgoelles * Move experimental dataset to bottom of docs rst Signed-off-by: Merel Theisen Signed-off-by: tgoelles * Separate experimental API docs Signed-off-by: Merel Theisen Signed-off-by: tgoelles * Delete accidental __init__ file Signed-off-by: Merel Theisen Signed-off-by: tgoelles * build(docker): Unpin pip for `kedro-docker` (#680) Unpin pip for kedro-docker Signed-off-by: Merel Theisen Signed-off-by: tgoelles * docs(datasets): Add setup for building API docs for experimental datasets (#686) Add setup for building API docs for experimental datasets Signed-off-by: Merel Theisen * Fix lint Signed-off-by: Merel Theisen Signed-off-by: tgoelles * feat(datasets): `NetCDFDataset` support for `engine="h5netcdf"` [#620] (#631) * Change NetCDFDataset to use a temporary file for remote filesystems, to allow other to_netcdf engines * Update unit test to include save engine for NetCDFDataset * Fix unit-test error where folder was accessed before being created Signed-off-by: Charles Guan <3221512+charlesincharge@users.noreply.github.com> Signed-off-by: Merel Theisen Signed-off-by: tgoelles * docs(telemetry): Update badges (#690) * (telemetry) Update badges and remove support for python3.8 Signed-off-by: Nok Lam Chan * Update pyproject.toml Signed-off-by: Nok Lam Chan * Update pyproject.toml Signed-off-by: Nok Lam Chan * Update README.md Signed-off-by: Nok Lam Chan --------- Signed-off-by: Nok Lam Chan Signed-off-by: tgoelles * docs(airflow): update badge (#693) * Drop python 3.8 support and update badge Signed-off-by: Nok Lam Chan * Update pyproject.toml Signed-off-by: Nok Lam Chan * Update pyproject.toml Signed-off-by: Nok Lam Chan * Update README.md Signed-off-by: Nok Lam Chan --------- Signed-off-by: Nok Lam Chan Signed-off-by: tgoelles * build(datasets):Make sure experimental dependencies are installed for check builds step (#688) Make sure experimental dependencies are installed for check builds step Signed-off-by: Merel Theisen Signed-off-by: tgoelles * renaming to rioxarray and RasterDataset WIP * renaming to rioxarray and raster_dataset Signed-off-by: tgoelles * renaming WIP Signed-off-by: tgoelles * better docstring Signed-off-by: tgoelles * rewrite tests WIP Signed-off-by: tgoelles * check for existing CRS on load Signed-off-by: tgoelles * testing with geotiff only WIP Signed-off-by: tgoelles * Add sanity checks for data dimensions and coordinate reference system Signed-off-by: tgoelles * multiband support WIP Signed-off-by: tgoelles * better tests WIP Signed-off-by: tgoelles * test no crs Signed-off-by: tgoelles * test no band Signed-off-by: tgoelles * better no data handling Signed-off-by: tgoelles * checking for tif file format Signed-off-by: tgoelles * renamed to geotiff Signed-off-by: tgoelles * better docstring and deleted clutter Signed-off-by: tgoelles * formatted and docstring update Signed-off-by: tgoelles * build(datasets): Update badges for kedro-datasets (#689) * Update badges for kedro-datasets Signed-off-by: Nok Lam Chan * Update README.md Signed-off-by: Nok Lam Chan * Update pyproject.toml Signed-off-by: Nok Lam Chan * Update README.md Signed-off-by: Nok Lam Chan * Update pyproject.toml Signed-off-by: Nok Lam Chan --------- Signed-off-by: Nok Lam Chan Signed-off-by: tgoelles * fix(airflow): fix the link to correct deployment manual (#697) fix the link to correct deployment manual Signed-off-by: Dmitry Sorokin Signed-off-by: tgoelles * build(airflow): Release 0.9.0 (#698) Bump version Signed-off-by: Sajid Alam Signed-off-by: tgoelles * build(datasets): Release kedro-datasets 3.0.1 (#704) bump version Signed-off-by: Sajid Alam * feat(datasets): Add limited `langchain` support for Anthropic, Cohere, and OpenAI models (#434) * Add openai datasets. * Add anthropic and cohere Signed-off-by: Ian Whalen * Add python API examples to docstrings. Signed-off-by: Ian Whalen * Clean up python example. Signed-off-by: Ian Whalen * Remove setup.py and move lanchain reqs to pyproject.toml Signed-off-by: Merel Theisen * Move lanchain datasets to experimental Signed-off-by: Merel Theisen * Try get antrophic dataset running. Looks like API URL is not necessary? Signed-off-by: Merel Theisen * Update cohere package and imports Signed-off-by: Merel Theisen * Update openai dependency + allow for url in antrophic Signed-off-by: Merel Theisen * Improve Cohere dataset Signed-off-by: Merel Theisen * Make credentials consistent + fix openai examples Signed-off-by: Merel Theisen * Turn cohere dataset into chatcohere dataset Signed-off-by: Merel Theisen * Clean up cohere dataset Signed-off-by: Merel Theisen * Update release notes + init Signed-off-by: Merel Theisen * Apply suggestions from code review Co-authored-by: ElenaKhaustova <157851531+ElenaKhaustova@users.noreply.github.com> Signed-off-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> * Add version pins for langchain dependencies Signed-off-by: Merel Theisen * Update kedro-datasets/kedro_datasets_experimental/langchain/_anthropic.py Co-authored-by: ElenaKhaustova <157851531+ElenaKhaustova@users.noreply.github.com> Signed-off-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> * Try loosen pin on langchain-cohere Signed-off-by: Merel Theisen * Only pin dependencies of dataset def in pyproject.toml Signed-off-by: Merel Theisen --------- Signed-off-by: Ian Whalen Signed-off-by: Merel Theisen Signed-off-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Co-authored-by: Merel Theisen Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Co-authored-by: ElenaKhaustova <157851531+ElenaKhaustova@users.noreply.github.com> * docs(datasets): Add langchain datasets to API docs (#711) * Add lanchain datasets to API docs Signed-off-by: Merel Theisen * fix(telemetry): Single project identifier (#701) * Moved pyproject config name to constant Signed-off-by: Elena Khaustova * Implemented _get_or_create_project_uuid Signed-off-by: Elena Khaustova * Refactored _get_project_properties Signed-off-by: Elena Khaustova * Fixed tests from hanging Signed-off-by: Elena Khaustova * Fixed _is_known_ci_env Signed-off-by: Elena Khaustova * Fixed test_before_command_run Signed-off-by: Elena Khaustova * Fixed TestKedroTelemetryCLIHooks Signed-off-by: Elena Khaustova * Fixed TestKedroTelemetryProjectHooks Signed-off-by: Elena Khaustova * Fixed writing to pyproject.toml Signed-off-by: Elena Khaustova * Fixed write mock Signed-off-by: Elena Khaustova * Removed debug output Signed-off-by: Elena Khaustova * Refactored _add_tool_properties Signed-off-by: Elena Khaustova * Added debug message when pyproject_path does not exist Signed-off-by: Elena Khaustova * Updated release notes Signed-off-by: Elena Khaustova * Return None as project UUID in case of not generated Signed-off-by: Elena Khaustova * Fixed pre-commit errors Signed-off-by: Elena Khaustova * Updated the way project UUID is stored Signed-off-by: Elena Khaustova * Renamed project_uuid -> project_id Signed-off-by: Elena Khaustova * Check if pyproject file relates to kedro Signed-off-by: Elena Khaustova * Changed debug message as suggested Signed-off-by: Elena Khaustova * Added OSError handling Signed-off-by: Elena Khaustova * Fixed unit test Signed-off-by: Elena Khaustova --------- Signed-off-by: Elena Khaustova Signed-off-by: tgoelles * fixed more linting issues Signed-off-by: tgoelles * fixed naming Signed-off-by: tgoelles * end of line fix * added support for tags Signed-off-by: tgoelles * renamed to GeoTIFF * fixed confusing docstring Signed-off-by: tgoelles * deleted unused import Signed-off-by: tgoelles * fixed linting issues * added rioxarray requirements * run black * Update release notes properly Signed-off-by: Ankita Katiyar * Use get_filepath_str instead Signed-off-by: Nok * Revert "Use get_filepath_str instead" This reverts commit 959723ce199f1fce8a20309026aa2495f88fc530. * Empty Signed-off-by: Juan Luis Cano Rodríguez --------- Signed-off-by: Deepyaman Datta Signed-off-by: tgoelles Signed-off-by: Merel Theisen Signed-off-by: Ankita Katiyar Signed-off-by: Simon Brugman Signed-off-by: H. Felix Wittmann Signed-off-by: Peter Bludau Signed-off-by: Alistair McKelvie Signed-off-by: Nok Signed-off-by: lrcouto Signed-off-by: Matthias Roels Signed-off-by: Matthias Roels Signed-off-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Signed-off-by: Juan Luis Cano Rodríguez Signed-off-by: Sajid Alam <90610031+SajidAlamQB@users.noreply.github.com> Signed-off-by: Edouard59 <68538605+Edouard59@users.noreply.github.com> Signed-off-by: L. R. Couto <57910428+lrcouto@users.noreply.github.com> Signed-off-by: Miguel Rodriguez Gutierrez Signed-off-by: Florian Roessler Signed-off-by: Jo Stichbury Signed-off-by: vladimir-mck <106236933+vladimir-mck@users.noreply.github.com> Signed-off-by: Felix Scherz Signed-off-by: Dmitry Sorokin Signed-off-by: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> Signed-off-by: Onur Kuru Signed-off-by: Nok Lam Chan Signed-off-by: Yolan Honoré-Rougé Signed-off-by: Ahdra Merali Signed-off-by: samuelleeshemen Signed-off-by: Simon Brugman Signed-off-by: rashidakanchwala Signed-off-by: Juan Luis Cano Rodríguez Signed-off-by: Felipe Monroy Signed-off-by: Manuel Spierenburg Signed-off-by: Riley Brady Signed-off-by: Andrew Cao Signed-off-by: Eduardo Signed-off-by: eduardo Signed-off-by: Eduardo <144208874+eromerobilbomatica@users.noreply.github.com> Signed-off-by: Jerome Asselin Signed-off-by: Elena Khaustova Signed-off-by: Elena Khaustova Signed-off-by: Charles Guan <3221512+charlesincharge@users.noreply.github.com> Signed-off-by: Sajid Alam Signed-off-by: Ian Whalen Signed-off-by: Thomas Gölles Co-authored-by: Deepyaman Datta Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Co-authored-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Co-authored-by: Simon Brugman Co-authored-by: Felix Wittmann Co-authored-by: PtrBld <7523956+PtrBld@users.noreply.github.com> Co-authored-by: Merel Theisen Co-authored-by: Alistair McKelvie Co-authored-by: Nok Lam Chan Co-authored-by: L. R. Couto <57910428+lrcouto@users.noreply.github.com> Co-authored-by: Matthias Roels Co-authored-by: Matthias Roels Co-authored-by: Juan Luis Cano Rodríguez Co-authored-by: Sajid Alam <90610031+SajidAlamQB@users.noreply.github.com> Co-authored-by: Edouard59 <68538605+Edouard59@users.noreply.github.com> Co-authored-by: Miguel Rodriguez Gutierrez Co-authored-by: froessler <11539266+fdroessler@users.noreply.github.com> Co-authored-by: Jo Stichbury Co-authored-by: Tynan DeBold Co-authored-by: vladimir-mck <106236933+vladimir-mck@users.noreply.github.com> Co-authored-by: Danny Farah Co-authored-by: Kevin Koga Co-authored-by: Mate Scharnitzky Co-authored-by: Tomer Shor Co-authored-by: Pierre-Yves Mousset Co-authored-by: Bela Chupal Co-authored-by: Khangjrakpam Arjun Co-authored-by: Joel <35801847+datajoely@users.noreply.github.com> Co-authored-by: felixscherz <62542827+felixscherz@users.noreply.github.com> Co-authored-by: Felix Scherz Co-authored-by: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> Co-authored-by: Ankita Katiyar Co-authored-by: Onur Kuru Co-authored-by: Ahdra Merali <90615669+AhdraMeraliQB@users.noreply.github.com> Co-authored-by: Yolan Honoré-Rougé <29451317+Galileo-Galilei@users.noreply.github.com> Co-authored-by: samuel-lee-sj <143670400+samuel-lee-sj@users.noreply.github.com> Co-authored-by: rashidakanchwala <37628668+rashidakanchwala@users.noreply.github.com> Co-authored-by: ravi-kumar-pilla Co-authored-by: Felipe Monroy <53243319+felipemonroy@users.noreply.github.com> Co-authored-by: Manuel Spierenburg Co-authored-by: Riley Brady Co-authored-by: andrewcao1 <111729944+andrewcao1@users.noreply.github.com> Co-authored-by: Eduardo <144208874+eromerobilbomatica@users.noreply.github.com> Co-authored-by: eduardo Co-authored-by: lrcouto Co-authored-by: Jerome Asselin <93328446+jerome-asselin-buspatrol@users.noreply.github.com> Co-authored-by: Elena Khaustova Co-authored-by: Elena Khaustova Co-authored-by: Ahdra Merali Co-authored-by: ElenaKhaustova <157851531+ElenaKhaustova@users.noreply.github.com> Co-authored-by: charles <3221512+charlesbmi@users.noreply.github.com> Co-authored-by: Ian Whalen --- kedro-datasets/RELEASE.md | 6 + .../api/kedro_datasets_experimental.rst | 1 + .../rioxarray/__init__.py | 13 ++ .../rioxarray/geotiff_dataset.py | 209 ++++++++++++++++++ .../tests/rioxarray/__init__.py | 0 .../tests/rioxarray/cog.tif | Bin 0 -> 242256 bytes .../tests/rioxarray/test_geotiff_dataset.py | 181 +++++++++++++++ .../tests/rioxarray/test_multi1.tif | Bin 0 -> 948 bytes .../tests/rioxarray/test_multi2.tif | Bin 0 -> 842 bytes kedro-datasets/pyproject.toml | 5 + 10 files changed, 415 insertions(+) create mode 100644 kedro-datasets/kedro_datasets_experimental/rioxarray/__init__.py create mode 100644 kedro-datasets/kedro_datasets_experimental/rioxarray/geotiff_dataset.py create mode 100644 kedro-datasets/kedro_datasets_experimental/tests/rioxarray/__init__.py create mode 100644 kedro-datasets/kedro_datasets_experimental/tests/rioxarray/cog.tif create mode 100644 kedro-datasets/kedro_datasets_experimental/tests/rioxarray/test_geotiff_dataset.py create mode 100644 kedro-datasets/kedro_datasets_experimental/tests/rioxarray/test_multi1.tif create mode 100644 kedro-datasets/kedro_datasets_experimental/tests/rioxarray/test_multi2.tif diff --git a/kedro-datasets/RELEASE.md b/kedro-datasets/RELEASE.md index 9bd3cb0ff..48d607efd 100755 --- a/kedro-datasets/RELEASE.md +++ b/kedro-datasets/RELEASE.md @@ -9,10 +9,13 @@ | `langchain.ChatCohereDataset` | A dataset for loading a ChatCohere langchain model. | `kedro_datasets_experimental.langchain` | | `langchain.OpenAIEmbeddingsDataset` | A dataset for loading a OpenAIEmbeddings langchain model. | `kedro_datasets_experimental.langchain` | | `langchain.ChatOpenAIDataset` | A dataset for loading a ChatOpenAI langchain model. | `kedro_datasets_experimental.langchain` | +| `rioxarray.GeoTIFFDataset` | A dataset for loading and saving geotiff raster data | `kedro_datasets_experimental.rioxarray` | | `netcdf.NetCDFDataset` | A dataset for loading and saving "*.nc" files. | `kedro_datasets_experimental.netcdf` | + * `netcdf.NetCDFDataset` moved from `kedro_datasets` to `kedro_datasets_experimental`. * Added the following new core datasets: + | Type | Description | Location | |-------------------------------------|-----------------------------------------------------------|-----------------------------------------| | `dask.CSVDataset` | A dataset for loading a CSV files using `dask` | `kedro_datasets.dask` | @@ -22,6 +25,9 @@ ## Community contributions Many thanks to the following Kedroids for contributing PRs to this release: +* [Ian Whalen](https://github.com/ianwhale) +* [Charles Guan](https://github.com/charlesbmi) +* [Thomas Gölles](https://github.com/tgoelles) * [Lukas Innig](https://github.com/derluke) * [Michael Sexton](https://github.com/michaelsexton) diff --git a/kedro-datasets/docs/source/api/kedro_datasets_experimental.rst b/kedro-datasets/docs/source/api/kedro_datasets_experimental.rst index fbae09589..34cb3caf8 100644 --- a/kedro-datasets/docs/source/api/kedro_datasets_experimental.rst +++ b/kedro-datasets/docs/source/api/kedro_datasets_experimental.rst @@ -16,3 +16,4 @@ kedro_datasets_experimental kedro_datasets_experimental.langchain.ChatOpenAIDataset kedro_datasets_experimental.langchain.OpenAIEmbeddingsDataset kedro_datasets_experimental.netcdf.NetCDFDataset + kedro_datasets_experimental.rioxarray.GeoTIFFDataset diff --git a/kedro-datasets/kedro_datasets_experimental/rioxarray/__init__.py b/kedro-datasets/kedro_datasets_experimental/rioxarray/__init__.py new file mode 100644 index 000000000..b1f52ce01 --- /dev/null +++ b/kedro-datasets/kedro_datasets_experimental/rioxarray/__init__.py @@ -0,0 +1,13 @@ +"""``AbstractDataset`` implementation to load/save data from/to a geospatial raster files.""" +from __future__ import annotations + +from typing import Any + +import lazy_loader as lazy + +# https://github.com/pylint-dev/pylint/issues/4300#issuecomment-1043601901 +GeoTIFFDataset: Any + +__getattr__, __dir__, __all__ = lazy.attach( + __name__, submod_attrs={"geotiff_dataset": ["GeoTIFFDataset"]} +) diff --git a/kedro-datasets/kedro_datasets_experimental/rioxarray/geotiff_dataset.py b/kedro-datasets/kedro_datasets_experimental/rioxarray/geotiff_dataset.py new file mode 100644 index 000000000..b69dea574 --- /dev/null +++ b/kedro-datasets/kedro_datasets_experimental/rioxarray/geotiff_dataset.py @@ -0,0 +1,209 @@ +"""GeoTIFFDataset loads geospatial raster data and saves it to a local geoiff file. The +underlying functionality is supported by rioxarray and xarray. A read rasterdata file +returns a xarray.DataArray object. +""" +import logging +from copy import deepcopy +from pathlib import PurePosixPath +from typing import Any + +import fsspec +import rasterio +import rioxarray as rxr +import xarray +from kedro.io import AbstractVersionedDataset, DatasetError +from kedro.io.core import Version, get_filepath_str, get_protocol_and_path +from rasterio.crs import CRS +from rasterio.transform import from_bounds + +logger = logging.getLogger(__name__) + +SUPPORTED_DIMS = [("band", "x", "y"), ("x", "y")] +DEFAULT_NO_DATA_VALUE = -9999 +SUPPORTED_FILE_FORMATS = [".tif", ".tiff"] + + +class GeoTIFFDataset(AbstractVersionedDataset[xarray.DataArray, xarray.DataArray]): + """``GeoTIFFDataset`` loads and saves rasterdata files and reads them as xarray + DataArrays. The underlying functionality is supported by rioxarray, rasterio and xarray. + + Reading and writing of single and multiband GeoTIFFs data is supported. There are sanity checks to ensure that a coordinate reference system (CRS) is present. + Supported dimensions are ("band", "x", "y") and ("x", "y") and xarray.DataArray with other dimension can not be saved to a GeoTIFF file. + Have a look at netcdf if this is what you need. + + + .. code-block:: yaml + + sentinal_data: + type: rioxarray.GeoTIFFDataset + filepath: sentinal_data.tif + + Example usage for the + `Python API `_: + + .. code-block:: pycon + + >>> from kedro_datasets.rioxarray import GeoTIFFDataset + >>> import xarray as xr + >>> import numpy as np + >>> + >>> data = xr.DataArray( + ... np.random.randn(2, 3, 2), + ... dims=("band", "y", "x"), + ... coords={"band": [1, 2], "y": [0.5, 1.5, 2.5], "x": [0.5, 1.5]} + ... ) + >>> data_crs = data.rio.write_crs("epsg:4326") + >>> data_spatial_dims = data_crs.rio.set_spatial_dims("x", "y") + >>> dataset = GeoTIFFDataset(filepath="test.tif") + >>> dataset.save(data_spatial_dims) + >>> reloaded = dataset.load() + >>> xr.testing.assert_allclose(data_spatial_dims, reloaded, rtol=1e-5) + + """ + + DEFAULT_LOAD_ARGS: dict[str, Any] = {} + DEFAULT_SAVE_ARGS: dict[str, Any] = {} + + def __init__( # noqa: PLR0913 + self, + *, + filepath: str, + load_args: dict[str, Any] | None = None, + save_args: dict[str, Any] | None = None, + version: Version | None = None, + metadata: dict[str, Any] | None = None, + ): + """Creates a new instance of ``GeoTIFFDataset`` pointing to a concrete + geospatial raster data file. + + + Args: + filepath: Filepath in POSIX format to a rasterdata file. + The prefix should be any protocol supported by ``fsspec``. + load_args: rioxarray options for loading rasterdata files. + Here you can find all available arguments: + https://corteva.github.io/rioxarray/html/rioxarray.html#rioxarray-open-rasterio + All defaults are preserved. + save_args: options for rioxarray for data without the band dimension and rasterio otherwhise. + version: If specified, should be an instance of + ``kedro.io.core.Version``. If its ``load`` attribute is + None, the latest version will be loaded. If its ``save`` + attribute is None, save version will be autogenerated. + metadata: Any arbitrary metadata. + This is ignored by Kedro, but may be consumed by users or external plugins. + """ + protocol, path = get_protocol_and_path(filepath, version) + self._protocol = protocol + self._fs = fsspec.filesystem(self._protocol) + self.metadata = metadata + + super().__init__( + filepath=PurePosixPath(path), + version=version, + exists_function=self._fs.exists, + glob_function=self._fs.glob, + ) + + # Handle default load and save arguments + self._load_args = deepcopy(self.DEFAULT_LOAD_ARGS) + if load_args is not None: + self._load_args.update(load_args) + self._save_args = deepcopy(self.DEFAULT_SAVE_ARGS) + if save_args is not None: + self._save_args.update(save_args) + + def _describe(self) -> dict[str, Any]: + return { + "filepath": self._filepath, + "protocol": self._protocol, + "load_args": self._load_args, + "save_args": self._save_args, + "version": self._version, + } + + def _load(self) -> xarray.DataArray: + load_path = self._get_load_path().as_posix() + with rasterio.open(load_path) as data: + tags = data.tags() + data = rxr.open_rasterio(load_path, **self._load_args) + data.attrs.update(tags) + self._sanity_check(data) + logger.info(f"found coordinate rerence system {data.rio.crs}") + return data + + def _save(self, data: xarray.DataArray) -> None: + self._sanity_check(data) + save_path = get_filepath_str(self._get_save_path(), self._protocol) + if not save_path.endswith(tuple(SUPPORTED_FILE_FORMATS)): + raise ValueError( + f"Unsupported file format. Supported formats are: {SUPPORTED_FILE_FORMATS}" + ) + if "band" in data.dims: + self._save_multiband(data, save_path) + else: + data.rio.to_raster(save_path, **self._save_args) + self._fs.invalidate_cache(save_path) + + def _exists(self) -> bool: + try: + load_path = get_filepath_str(self._get_load_path(), self._protocol) + except DatasetError: + return False + + return self._fs.exists(load_path) + + def _release(self) -> None: + super()._release() + self._invalidate_cache() + + def _invalidate_cache(self) -> None: + """Invalidate underlying filesystem caches.""" + filepath = get_filepath_str(self._filepath, self._protocol) + self._fs.invalidate_cache(filepath) + + def _save_multiband(self, data: xarray.DataArray, save_path: str): + """Saving multiband raster data to a geotiff file.""" + bands_data = [data.sel(band=band) for band in data.band.values] + transform = from_bounds( + west=data.x.min(), + south=data.y.min(), + east=data.x.max(), + north=data.y.max(), + width=data[0].shape[1], + height=data[0].shape[0], + ) + + nodata_value = ( + data.rio.nodata if data.rio.nodata is not None else DEFAULT_NO_DATA_VALUE + ) + crs = data.rio.crs + + meta = { + "driver": "GTiff", + "height": bands_data[0].shape[0], + "width": bands_data[0].shape[1], + "count": len(bands_data), + "dtype": str(bands_data[0].dtype), + "crs": crs, + "transform": transform, + "nodata": nodata_value, + } + with rasterio.open(save_path, "w", **meta) as dst: + for idx, band in enumerate(bands_data, start=1): + dst.write(band.data, idx, **self._save_args) + + def _sanity_check(self, data: xarray.DataArray) -> None: + """Perform sanity checks on the data to ensure it meets the requirements.""" + if not isinstance(data, xarray.DataArray): + raise NotImplementedError( + "Currently only supporting xarray.DataArray while saving raster data." + ) + + if not isinstance(data.rio.crs, CRS): + raise ValueError("Dataset lacks a coordinate reference system.") + + if all(set(data.dims) != set(dims) for dims in SUPPORTED_DIMS): + raise ValueError( + f"Data has unsupported dimensions: {data.dims}. 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@@ +from pathlib import Path + +import numpy as np +import pytest +import rasterio +import xarray as xr +from kedro.io import DatasetError +from rasterio.crs import CRS + +from kedro_datasets_experimental.rioxarray.geotiff_dataset import GeoTIFFDataset + + +@pytest.fixture +def cog_file_path() -> str: + cog_file_path = Path(__file__).parent / "cog.tif" + return cog_file_path.as_posix() + +@pytest.fixture +def multi1_file_path() -> str: + path = Path(__file__).parent / "test_multi1.tif" + return path.as_posix() + +@pytest.fixture +def multi2_file_path() -> str: + path = Path(__file__).parent / "test_multi2.tif" + return path.as_posix() + +@pytest.fixture +def synthetic_xarray(): + """Create a synthetic xarray.DataArray with CRS information.""" + data = xr.DataArray( + np.random.rand(100, 100), + dims=("y", "x"), + coords={"x": np.linspace(0, 100, 100), "y": np.linspace(0, 100, 100)} + ) + data.rio.write_crs("epsg:4326", inplace=True) + return data + +@pytest.fixture +def synthetic_xarray_multiband(): + """Create a synthetic xarray.DataArray with CRS information.""" + data = xr.DataArray( + np.random.rand(10, 100, 100), + dims=("band", "y", "x"), + coords={"x": np.linspace(0, 100, 100), "y": np.linspace(0, 100, 100)} + ) + data.rio.write_crs("epsg:4326", inplace=True) + return data + +@pytest.fixture +def synthetic_xarray_many_vars_no_band(): + """Create a synthetic xarray.DataArray with CRS information.""" + data = xr.DataArray( + np.random.rand(2,3,4, 100, 100), + dims=("var1","var2","var3","y", "x"), + coords={"x": np.linspace(0, 100, 100), "y": np.linspace(0, 100, 100)} + ) + data.rio.write_crs("epsg:4326", inplace=True) + return data + + +@pytest.fixture +def cog_geotiff_dataset(cog_file_path, save_args) -> GeoTIFFDataset: + return GeoTIFFDataset(filepath=cog_file_path, save_args=save_args) + + +def test_load_cog_geotiff(cog_geotiff_dataset): + """Test loading cloud optimised geotiff reloading the data set.""" + loaded_xr = cog_geotiff_dataset.load() + assert isinstance(loaded_xr.rio.crs, CRS) + assert isinstance(loaded_xr, xr.DataArray) + assert loaded_xr.shape == (1, 500, 500) + assert loaded_xr.dims == ("band", "y", "x") + +def test_load_save_cog(tmp_path,cog_file_path): + """Test loading a multiband raster file.""" + dataset = GeoTIFFDataset(filepath=cog_file_path) + loaded_xr = dataset.load() + band1_data = loaded_xr.sel(band=1) + target_file = tmp_path / "tmp22.tif" + dataset_to = GeoTIFFDataset(filepath=str(target_file)) + dataset_to.save(loaded_xr) + reloaded_xr = dataset_to.load() + assert target_file.exists() + assert isinstance(loaded_xr.rio.crs, CRS) + assert isinstance(loaded_xr, xr.DataArray) + assert len(loaded_xr.band) == 1 + assert loaded_xr.dims == ("band", "y", "x") + assert loaded_xr.shape == (1, 500, 500) + assert np.isclose(band1_data.values.std(), 4688.72624578268) + assert (loaded_xr.values == reloaded_xr.values).all() + + + +def test_load_save_multi1(tmp_path,multi1_file_path): + """Test loading a multiband raster file.""" + dataset = GeoTIFFDataset(filepath=multi1_file_path) + dataset_to = GeoTIFFDataset(filepath=str(tmp_path / "tmp.tif")) + loaded_xr = dataset.load() + band1_data = loaded_xr.sel(band=1) + assert isinstance(loaded_xr.rio.crs, CRS) + assert isinstance(loaded_xr, xr.DataArray) + BAND_COUNT = 2 + assert len(loaded_xr.band) == BAND_COUNT + assert loaded_xr.shape == (BAND_COUNT, 5, 5) + assert loaded_xr.dims == ("band", "y", "x") + assert np.isclose(band1_data.values.std(), 0.015918046) + dataset_to.save(loaded_xr) + reloaded_xr = dataset_to.load() + assert (loaded_xr.values == reloaded_xr.values).all() + +def test_load_geotiff_with_tags(tmp_path, synthetic_xarray): + filepath = tmp_path / "test_with_tags.tif" + tags = {"TAG_KEY": "TAG_VALUE", "ANOTHER_TAG": "ANOTHER_VALUE"} + with rasterio.open( + filepath, "w", driver="GTiff", height=100, width=100, count=1, dtype=str(synthetic_xarray.dtype), + crs="EPSG:4326" + ) as dst: + dst.write(synthetic_xarray.values, 1) + dst.update_tags(**tags) + + dataset = GeoTIFFDataset(filepath=str(filepath)) + loaded_xr = dataset.load() + + assert loaded_xr.attrs["TAG_KEY"] == "TAG_VALUE" + assert loaded_xr.attrs["ANOTHER_TAG"] == "ANOTHER_VALUE" + + assert isinstance(loaded_xr, xr.DataArray) + assert isinstance(loaded_xr.rio.crs, CRS) + assert loaded_xr.shape == (1, 100, 100) + +def test_load_no_crs(multi2_file_path): + """Test loading a multiband raster file.""" + dataset = GeoTIFFDataset(filepath=multi2_file_path) + with pytest.raises(DatasetError): + dataset.load() + +def test_load_not_tif(): + """Test loading a multiband raster file.""" + dataset = GeoTIFFDataset(filepath="whatever.nc") + with pytest.raises(DatasetError): + dataset.load() + + +def test_exists(tmp_path, synthetic_xarray): + """Test `exists` method invocation for both existing and + nonexistent data set.""" + dataset = GeoTIFFDataset(filepath=str(tmp_path / "tmp.tif")) + assert not dataset.exists() + dataset.save(synthetic_xarray) + assert dataset.exists() + +@pytest.mark.parametrize("xarray_fixture", [ + "synthetic_xarray_multiband", + "synthetic_xarray", +]) +def test_save_and_load_geotiff(tmp_path, request, xarray_fixture): + """Test saving and reloading the data set.""" + xarray_data = request.getfixturevalue(xarray_fixture) + dataset = GeoTIFFDataset(filepath=str(tmp_path / "tmp.tif")) + dataset.save(xarray_data) + assert dataset.exists() + reloaded_xr = dataset.load() + assert isinstance(reloaded_xr, xr.DataArray) + assert isinstance(reloaded_xr.rio.crs, CRS) + assert reloaded_xr.dims == ("band", "y", "x") + assert (xarray_data.values == reloaded_xr.values).all() + +def test_save_and_load_geotiff_no_band(tmp_path, synthetic_xarray_many_vars_no_band): + """this test should fail because the data array has no band dimension""" + dataset = GeoTIFFDataset(filepath=str(tmp_path / "tmp.tif")) + with pytest.raises(DatasetError): + dataset.save(synthetic_xarray_many_vars_no_band) + +def test_load_missing_file(tmp_path): + """Check the error when trying to load missing file.""" + dataset = GeoTIFFDataset(filepath=str(tmp_path / "tmp.tif")) + assert not dataset._exists(), "File unexpectedly exists" + pattern = r"Failed while loading data from data set GeoTIFFDataset\(.*\)" + with pytest.raises(DatasetError, match=pattern): + dataset.load() diff --git a/kedro-datasets/kedro_datasets_experimental/tests/rioxarray/test_multi1.tif b/kedro-datasets/kedro_datasets_experimental/tests/rioxarray/test_multi1.tif new file mode 100644 index 0000000000000000000000000000000000000000..bfc0c6a2c2799a421306efabeb85368d9a52b38c GIT binary patch literal 948 zcmebD)MBtnAWrNHVM^Yn$q&Eo42I&n3vO)Tofsn762S_q7oCD&f79IvRApH!8*S9kRT>>(j zfnj4i6N4O(9R_j`9GEyjm@pbHft8_fTGA0Dv1EBLmt*IRD9;{$tqM)x38se)^m7kZYU~J@90}-uZ zke9Kt&Hh-3As)@{vv+vKQFTh*Zbw$F`D+6X=ou~nY@%O+}1f$c`!JX`CJ?`@52 zENva7C)o1y%G<^?&9VI~)@t+gR=Ta7%@rH{%?h@U6bfzo?s(f8_?z3Vy1v!6p!cSY 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--- a/kedro-datasets/pyproject.toml +++ b/kedro-datasets/pyproject.toml @@ -167,9 +167,13 @@ langchain-openaiembeddingsdataset = ["langchain-openai~=0.1.7"] langchain-chatanthropicdataset = ["langchain-anthropic~=0.1.13", "langchain-community~=0.2.0"] langchain-chatcoheredataset = ["langchain-cohere~=0.1.5", "langchain-community~=0.2.0"] langchain = ["kedro-datasets[langchain-chatopenaidataset,langchain-openaiembeddingsdataset,langchain-chatanthropicdataset,langchain-chatcoheredataset ]"] + netcdf-netcdfdataset = ["h5netcdf>=1.2.0","netcdf4>=1.6.4","xarray>=2023.1.0"] netcdf = ["kedro-datasets[netcdf-netcdfdataset]"] +rioxarray-geotiffdataset = ["rioxarray>=0.15.0"] +rioxarray = ["kedro-datasets[rioxarray-geotiffdataset]"] + # Docs requirements docs = [ "kedro-sphinx-theme==2024.4.0", @@ -271,6 +275,7 @@ experimental = [ "h5netcdf>=1.2.0", "netcdf4>=1.6.4", "xarray>=2023.1.0", + "rioxarray", ] # All requirements