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Changelog

Develop#

0.14.1#

  • [FEATURE] Add pagination/search to CLI batch request listing (#3854)
  • [BUGFIX] Safeguard against using V2 API with V3 Configuration (#3954)
  • [BUGFIX] Bugfix and refactor for cloud-db-integration pipeline (#3977)
  • [BUGFIX] Fixes breaking typo in expect_column_values_to_be_json_parseable (#3983)
  • [BUGFIX] Fixes issue where nested columns could not be addressed properly in spark (#3986)
  • [DOCS] How to connect to your data in mssql (#3950)
  • [DOCS] MigrationGuide - Adding note on Migrating Expectation Suites (#3959)
  • [DOCS] Incremental Update: The Universal Map's Getting Started Tutorial (#3881)
  • [DOCS] Note about creating backup of Checkpoints (#3968)
  • [DOCS] Connecting to BigQuery Doc line references fix (#3974)
  • [DOCS] Remove RTD snippet about comments/suggestions from Docusaurus docs (#3980)
  • [DOCS] Add howto for the OpenLineage validation operator (#3688) (thanks @rossturk)
  • [DOCS] Updates to README.md (#3964)
  • [DOCS] Update migration guide (#3967)
  • [MAINTENANCE] Refactor docs dependency script (#3952)
  • [MAINTENANCE] Use Effective SQLAlchemy for Reflection Fallback Logic and SQL Metrics (#3958)
  • [MAINTENANCE] Remove outdated scripts (#3953)
  • [MAINTENANCE] Add pytest opt to improve collection time (#3976)
  • [MAINTENANCE] Refactor render method in PageRenderer (#3962)
  • [MAINTENANCE] Standardize rule based profiler testing directories organization (#3984)
  • [MAINTENANCE] Metrics Cleanup (#3989)
  • [MAINTENANCE] Refactor render method of Content Block Renderer (#3960)

0.14.0#

  • [BREAKING] Change Default CLI Flag To V3 (#3943)
  • [FEATURE] Cloud-399/Cloud-519: Add Cloud Notification Action (#3891)
  • [FEATURE] great_expectations_contrib CLI tool (#3909)
  • [FEATURE] Update dependency_graph pipeline to use dgtest CLI (#3912)
  • [FEATURE] Incorporate updated dgtest CLI tool in experimental pipeline (#3927)
  • [FEATURE] Add YAML config option to disable progress bars (#3794)
  • [BUGFIX] Fix internal links to docs that may be rendered incorrectly (#3915)
  • [BUGFIX] Update SlackNotificationAction to send slack_token and slack_channel to send_slack_notification function (#3873) (thanks @Calvo94)
  • [BUGFIX] CheckDocsDependenciesChanges to only handle .py files (#3936)
  • [BUGFIX] Provide ability to capture schema_name for SQL-based datasources; fix method usage bugs. (#3938)
  • [BUGFIX] Ensure that Jupyter Notebook cells convert JSON strings to Python-compliant syntax (#3939)
  • [BUGFIX] Cloud-519/cloud notification action return type (#3942)
  • [BUGFIX] Fix issue with regex groups in check_docs_deps (#3949)
  • [DOCS] Created link checker, fixed broken links (#3930)
  • [DOCS] adding the link checker to the build (#3933)
  • [DOCS] Add name to link checker in build (#3935)
  • [DOCS] GCP Deployment Pattern (#3926)
  • [DOCS] remove v3api flag in documentation (#3944)
  • [DOCS] Make corrections in HOWTO Guides for Getting Data from SQL Sources (#3945)
  • [DOCS] Tiny doc fix (#3948)
  • [MAINTENANCE] Fix breaking change caused by the new version of ruamel.yaml (#3908)
  • [MAINTENANCE] Drop extraneous print statement in self_check/util.py. (#3905)
  • [MAINTENANCE] Raise exceptions on init in cloud mode (#3913)
  • [MAINTENANCE] removing commented requirement (#3920)
  • [MAINTENANCE] Patch for atomic renderer snapshot tests (#3918)
  • [MAINTENANCE] Remove types/expectations.py (#3928)
  • [MAINTENANCE] Tests/test data class serializable dot dict (#3924)
  • [MAINTENANCE] Ensure that concurrency is backwards compatible (#3872)
  • [MAINTENANCE] Fix issue where meta was not recognized as a kwarg (#3852)

0.13.49#

  • [FEATURE] PandasExecutionEngine is able to instantiate Google Storage client in Google Cloud Composer (#3896)
  • [BUGFIX] Revert change to ExpectationSuite constructor (#3902)
  • [MAINTENANCE] SQL statements that are of TextClause type expressed as subqueries (#3899)

0.13.48#

  • [DOCS] Updates to configuring credentials (#3856)
  • [DOCS] Add docs on creating suites with the UserConfigurableProfiler (#3877)
  • [DOCS] Update how to configure an expectation store in GCS (#3874)
  • [DOCS] Update how to configure a validation result store in GCS (#3887)
  • [DOCS] Update how to host and share data docs on GCS (#3889)
  • [DOCS] Organize metadata store sidebar category by type of store (#3890)
  • [MAINTENANCE] add_expectation() in ExpectationSuite supports usage statistics for GE. (#3824)
  • [MAINTENANCE] Clean up Metrics type usage, SQLAlchemyExecutionEngine and SQLAlchemyBatchData implementation, and SQLAlchemy API usage (#3884)

0.13.47#

  • [FEATURE] Add support for named groups in data asset regex (#3855)
  • [BUGFIX] Fix issue where dependency graph tester picks up non *.py files and add test file (#3830)
  • [BUGFIX] Ensure proper exit code for dependency graph script (#3839)
  • [BUGFIX] Allows GE to work when installed in a zip file (PEP 273). Fixes issue #3772 (#3798) (thanks @joseignaciorc)
  • [BUGFIX] Update conditional for TextClause isinstance check in SQLAlchemyExecutionEngine (#3844)
  • [BUGFIX] Fix usage stats events (#3857)
  • [BUGFIX] Make ExpectationContext optional and remove when null to ensure backwards compatability (#3859)
  • [BUGFIX] Fix sqlalchemy expect_compound_columns_to_be_unique (#3827) (thanks @harperweaver-dox)
  • [BUGFIX] Ensure proper serialization of SQLAlchemy Legacy Row (#3865)
  • [DOCS] Update migration_guide.md (#3832)
  • [MAINTENANCE] Remove the need for DataContext registry in the instrumentation of the Legacy Profiler profiling method. (#3836)
  • [MAINTENANCE] Remove DataContext registry (#3838)
  • [MAINTENANCE] Refactor cli suite conditionals (#3841)
  • [MAINTENANCE] adding hints to stores in data context (#3849)
  • [MAINTENANCE] Improve usage stats testing (#3858, #3861)
  • [MAINTENANCE] Make checkpoint methods in DataContext pass-through (#3860)
  • [MAINTENANCE] Datasource and ExecutionEngine Anonymizers handle missing module_name (#3867)
  • [MAINTENANCE] Add logging around DatasourceInitializationError in DataContext (#3846)
  • [MAINTENANCE] Use f-string to prevent string concat issue in Evaluation Parameters (#3864)
  • [MAINTENANCE] Test for errors / invalid messages in logs & fix various existing issues (#3875)

0.13.46#

  • [FEATURE] Instrument Runtime DataConnector for Usage Statistics: Add "checkpoint.run" Event Schema (#3797)
  • [FEATURE] Add suite creation type field to CLI SUITE "new" and "edit" Usage Statistics events (#3810)
  • [FEATURE][EXPERIMENTAL] Dependency graph based testing strategy and related pipeline (#3738, #3815, #3818)
  • [FEATURE] BaseDataContext registry (#3812, #3819)
  • [FEATURE] Add usage statistics instrumentation to Legacy UserConfigurableProfiler execution (#3828)
  • [BUGFIX] CheckpointConfig.deepcopy() must copy all fields, including the null-valued fields (#3793)
  • [BUGFIX] Fix issue where configuration store didn't allow nesting (#3811)
  • [BUGFIX] Fix Minor Bugs in and Clean Up UserConfigurableProfiler (#3822)
  • [BUGFIX] Ensure proper replacement of nulls in Jupyter Notebooks (#3782)
  • [BUGFIX] Fix issue where configuration store didn't allow nesting (#3811)
  • [DOCS] Clean up TOC (#3783)
  • [DOCS] Update Checkpoint and Actions Reference with testing (#3787)
  • [DOCS] Update How to install Great Expectations locally (#3805)
  • [DOCS] How to install Great Expectations in a hosted environment (#3808)
  • [MAINTENANCE] Make BatchData Serialization More Robust (#3791)
  • [MAINTENANCE] Refactor SiteIndexBuilder.build() (#3789)
  • [MAINTENANCE] Update ref to ge-cla-bot in PR template (#3799)
  • [MAINTENANCE] Anonymizer clean up and refactor (#3801)
  • [MAINTENANCE] Certify the expectation "expect_table_row_count_to_equal_other_table" for V3 API (#3803)
  • [MAINTENANCE] Refactor to enable broader use of event emitting method for usage statistics (#3825)
  • [MAINTENANCE] Clean up temp file after CI/CD run (#3823)
  • [MAINTENANCE] Raising exceptions for misconfigured datasources in cloud mode (#3866)

0.13.45#

  • [FEATURE] Feature/render validation metadata (#3397) (thanks @vshind1)
  • [FEATURE] Added expectation expect_column_values_to_not_contain_special_characters() (#2849, #3771) (thanks @jaibirsingh)
  • [FEATURE] Like and regex-based expectations in Athena dialect (#3762) (thanks @josges)
  • [FEATURE] Rename deep_filter_properties_dict() to deep_filter_properties_iterable()
  • [FEATURE] Extract validation result failures (#3552) (thanks @BenGale93)
  • [BUGFIX] Allow now() eval parameter to be used by itself (#3719)
  • [BUGFIX] Fixing broken logo for legacy RTD docs (#3769)
  • [BUGFIX] Adds version-handling to sqlalchemy make_url imports (#3768)
  • [BUGFIX] Integration test to avoid regression of simple PandasExecutionEngine workflow (#3770)
  • [BUGFIX] Fix copying of CheckpointConfig for substitution and printing purposes (#3759)
  • [BUGFIX] Fix evaluation parameter usage with Query Store (#3763)
  • [BUGFIX] Feature/fix row condition quotes (#3676) (thanks @benoitLebreton-perso)
  • [BUGFIX] Fix incorrect filling out of anonymized event payload (#3780)
  • [BUGFIX] Don't reset_index for conditional expectations (#3667) (thanks @abekfenn)
  • [DOCS] Update expectations gallery link in V3 notebook documentation (#3747)
  • [DOCS] Correct V3 documentation link in V2 notebooks to point to V2 documentation (#3750)
  • [DOCS] How to pass an in-memory DataFrame to a Checkpoint (#3756)
  • [MAINTENANCE] Fix typo in Getting Started Guide (#3749)
  • [MAINTENANCE] Add proper docstring and type hints to Validator (#3767)
  • [MAINTENANCE] Clean up duplicate logging statements about optional black dep (#3778)

0.13.44#

  • [FEATURE] Add new result_format to include unexpected_row_list (#3346)
  • [FEATURE] Implement "deep_filter_properties_dict()" method (#3703)
  • [FEATURE] Create Constants for GETTING_STARTED Entities (e.g., datasource_name, expectation_suite_name, etc.) (#3712)
  • [FEATURE] Add usage statistics event for DataContext.get_batch_list() method (#3708)
  • [FEATURE] Add data_context.run_checkpoint event to usage statistics (#3721)
  • [FEATURE] Add event_duration to usage statistics events (#3729)
  • [FEATURE] InferredAssetSqlDataConnector's introspection can list external tables in Redshift Spectrum (#3646)
  • [BUGFIX] Using a RuntimeBatchRequest in a Checkpoint with a top-level batch_request instead of validations (#3680)
  • [BUGFIX] Using a RuntimeBatchRequest in a Checkpoint at runtime with Checkpoint.run() (#3713)
  • [BUGFIX] Using a RuntimeBatchRequest in a Checkpoint at runtime with context.run_checkpoint() (#3718)
  • [BUGFIX] Use SQLAlchemy make_url helper where applicable when parsing URLs (#3722)
  • [BUGFIX] Adds check for quantile_ranges to be ordered or unbounded pairs (#3724)
  • [BUGFIX] Updates MST renderer to return JSON-parseable boolean (#3728)
  • [BUGFIX] Removes sqlite suppression for expect_column_quantile_values_to_be_between test definitions (#3735)
  • [BUGFIX] Handle contradictory configurations in checkpoint.yml, checkpoint.run(), and context.run_checkpoint() (#3723)
  • [BUGFIX] fixed a bug where expectation metadata doesn't appear in edit template for table-level expectations (#3129) (thanks @olechiw)
  • [BUGFIX] Added temp_table creation for Teradata in SqlAlchemyBatchData (#3731) (thanks @imamolp)
  • [DOCS] Add Databricks video walkthrough link (#3702, #3704)
  • [DOCS] Update the link to configure a MetricStore (#3711, #3714) (thanks @txblackbird)
  • [DOCS] Updated code example to remove deprecated "File" function (#3632) (thanks @daccorti)
  • [DOCS] Delete how_to_add_a_validation_operator.md as OBE. (#3734)
  • [DOCS] Update broken link in FOOTER.md to point to V3 documentation (#3745)
  • [MAINTENANCE] Improve type hinting (using Optional type) (#3709)
  • [MAINTENANCE] Standardize names for assets that are used in Getting Started Guide (#3706)
  • [MAINTENANCE] Clean up remaining improper usage of Optional type annotation (#3710)
  • [MAINTENANCE] Refinement of Getting Started Guide script (#3715)
  • [MAINTENANCE] cloud-410 - Support for Column Descriptions (#3707)
  • [MAINTENANCE] Types Clean Up in Checkpoint, Batch, and DataContext Classes (#3737)
  • [MAINTENANCE] Remove DeprecationWarning for validator.remove_expectation (#3744)

0.13.43#

  • [FEATURE] Enable support for Teradata SQLAlchemy dialect (#3496) (thanks @imamolp)
  • [FEATURE] Dremio connector added (SQLalchemy) (#3624) (thanks @chufe-dremio)
  • [FEATURE] Adds expect_column_values_to_be_string_integers_increasing (#3642)
  • [FEATURE] Enable "column.quantile_values" and "expect_column_quantile_values_to_be_between" for SQLite; add/enable new tests (#3695)
  • [BUGFIX] Allow glob_directive for DBFS Data Connectors (#3673)
  • [BUGFIX] Update black version in pre-commit config (#3674)
  • [BUGFIX] Make sure to add "mostly_pct" value if "mostly" kwarg present (#3661)
  • [BUGFIX] Fix BatchRequest.to_json_dict() to not overwrite original fields; also type usage cleanup in CLI tests (#3683)
  • [BUGFIX] Fix pyfakefs boto / GCS incompatibility (#3694)
  • [BUGFIX] Update prefix attr assignment in cloud-based DataConnector constructors (#3668)
  • [BUGFIX] Update 'list_keys' signature for all cloud-based tuple store child classes (#3669)
  • [BUGFIX] evaluation parameters from different expectation suites dependencies (#3684) (thanks @OmriBromberg)
  • [DOCS] Databricks deployment pattern documentation (#3682)
  • [DOCS] Remove how_to_instantiate_a_data_context_on_databricks_spark_cluster (#3687)
  • [DOCS] Updates to Databricks doc based on friction logging (#3696)
  • [MAINTENANCE] Fix checkpoint anonymization and make BatchRequest.to_json_dict() more robust (#3675)
  • [MAINTENANCE] Update kl_divergence domain_type (#3681)
  • [MAINTENANCE] update filter_properties_dict to use set for inclusions and exclusions (instead of list) (#3698)
  • [MAINTENANCE] Adds CITATION.cff (#3697)

0.13.42#

  • [FEATURE] DBFS Data connectors (#3659)
  • [BUGFIX] Fix "null" appearing in notebooks due to incorrect ExpectationConfigurationSchema serialization (#3638)
  • [BUGFIX] Ensure that result_format from saved expectation suite json file takes effect (#3634)
  • [BUGFIX] Allowing user specified run_id to appear in WarningAndFailureExpectationSuitesValidationOperator validation result (#3386) (thanks @wniroshan)
  • [BUGFIX] Update black dependency to ensure passing Azure builds on Python 3.9 (#3664)
  • [BUGFIX] fix Issue #3405 - gcs client init in pandas engine (#3408) (thanks @dz-1)
  • [BUGFIX] Recursion error when passing RuntimeBatchRequest with query into Checkpoint using validations (#3654)
  • [MAINTENANCE] Cloud 388/supported expectations query (#3635)
  • [MAINTENANCE] Proper separation of concerns between specific File Path Data Connectors and corresponding ExecutionEngine objects (#3643)
  • [MAINTENANCE] Enable Docusaurus tests for S3 (#3645)
  • [MAINTENANCE] Formalize Exception Handling Between DataConnector and ExecutionEngine Implementations, and Update DataConnector Configuration Usage in Tests (#3644)
  • [MAINTENANCE] Adds util for handling SADeprecation warning (#3651)

0.13.41#

  • [FEATURE] Support median calculation in AWS Athena (#3596) (thanks @persiyanov)
  • [BUGFIX] Be able to use spark execution engine with spark reuse flag (#3541) (thanks @fep2)
  • [DOCS] punctuation how_to_contribute_a_new_expectation_to_great_expectations.md (#3484) (thanks @plain-jane-gray)
  • [DOCS] Update next_steps.md (#3483) (thanks @plain-jane-gray)
  • [DOCS] Update how_to_configure_a_validation_result_store_in_gcs.md (#3482) (thanks @plain-jane-gray)
  • [DOCS] Choosing and configuring DataConnectors (#3533)
  • [DOCS] Remove --no-spark flag from docs tests (#3625)
  • [DOCS] DevRel - docs fixes (#3498)
  • [DOCS] Adding a period (#3627) (thanks @plain-jane-gray)
  • [DOCS] Remove comments that describe Snowflake parameters as optional (#3639)
  • [MAINTENANCE] Update CODEOWNERS (#3604)
  • [MAINTENANCE] Fix logo (#3598)
  • [MAINTENANCE] Add Expectations to docs navbar (#3597)
  • [MAINTENANCE] Remove unused fixtures (#3218)
  • [MAINTENANCE] Remove unnecessary comment (#3608)
  • [MAINTENANCE] Superconductive Warnings hackathon (#3612)
  • [MAINTENANCE] Bring Core Skills Doc for Creating Batch Under Test (#3629)
  • [MAINTENANCE] Refactor and Clean Up Expectations and Metrics Parts of the Codebase (better encapsulation, improved type hints) (#3633)

0.13.40#

  • [FEATURE] Retrieve data context config through Cloud API endpoint #3586
  • [FEATURE] Update Batch IDs to match name change in paths included in batch_request #3587
  • [FEATURE] V2-to-V3 Upgrade/Migration #3592
  • [FEATURE] table and graph atomic renderers #3595
  • [FEATURE] V2-to-V3 Upgrade/Migration (Sidebar.js update) #3603
  • [DOCS] Fixing broken links and linking to Expectation Gallery #3591
  • [MAINTENANCE] Get TZLocal back to its original version control. #3585
  • [MAINTENANCE] Add tests for datetime evaluation parameters #3601
  • [MAINTENANCE] Removed warning for pandas option display.max_colwidth #3606

0.13.39#

  • [FEATURE] Migration of Expectations to Atomic Prescriptive Renderers (#3530, #3537)
  • [FEATURE] Cloud: Editing Expectation Suites programmatically (#3564)
  • [BUGFIX] Fix deprecation warning for importing from collections (#3546) (thanks @shpolina)
  • [BUGFIX] SQLAlchemy version 1.3.24 compatibility in map metric provider (#3507) (thanks @shpolina)
  • [DOCS] Clarify how to configure optional Snowflake parameters in CLI datasource new notebook (#3543)
  • [DOCS] Added breaks to code snippets, reordered guidance (#3514)
  • [DOCS] typo in documentation (#3542) (thanks @DanielEdu)
  • [DOCS] Update how_to_configure_a_new_data_context_with_the_cli.md (#3556) (thanks @plain-jane-gray)
  • [DOCS] Improved installation instructions, included in-line installation instructions to getting started (#3509)
  • [DOCS] Update contributing_style.md (#3521) (thanks @plain-jane-gray)
  • [DOCS] Update contributing_test.md (#3519) (thanks @plain-jane-gray)
  • [DOCS] Revamp style guides (#3554)
  • [DOCS] Update contributing.md (#3523, #3524) (thanks @plain-jane-gray)
  • [DOCS] Simplify getting started (#3555)
  • [DOCS] How to introspect and partition an SQL database (#3465)
  • [DOCS] Update contributing_checklist.md (#3518) (thanks @plain-jane-gray)
  • [DOCS] Removed duplicate prereq, how_to_instantiate_a_data_context_without_a_yml_file.md (#3481) (thanks @plain-jane-gray)
  • [DOCS] fix link to expectation glossary (#3558) (thanks @sephiartlist)
  • [DOCS] Minor Friction (#3574)
  • [MAINTENANCE] Make CLI Check-Config and CLI More Robust (#3562)
  • [MAINTENANCE] tzlocal version fix (#3565)

0.13.38#

  • [FEATURE] Atomic Renderer: Initial framework and Prescriptive renderers (#3529)
  • [FEATURE] Atomic Renderer: Diagnostic renderers (#3534)
  • [BUGFIX] runtime_parameters: {batch_data: Spark DF} serialization (#3502)
  • [BUGFIX] Custom query in RuntimeBatchRequest for expectations using table.row_count metric (#3508)
  • [BUGFIX] Transpose \n and , in notebook (#3463) (thanks @mccalluc)
  • [BUGFIX] Fix contributor link (#3462) (thanks @mccalluc)
  • [DOCS] How to introspect and partition a files based data store (#3464)
  • [DOCS] fixed duplication of text in code example (#3503)
  • [DOCS] Make content better reflect the document organization. (#3510)
  • [DOCS] Correcting typos and improving the language. (#3513)
  • [DOCS] Better Sections Numbering in Documentation (#3515)
  • [DOCS] Improved wording (#3516)
  • [DOCS] Improved title wording for section heading (#3517)
  • [DOCS] Improve Readability of Documentation Content (#3536)
  • [MAINTENANCE] Content and test script update (#3532)
  • [MAINTENANCE] Provide Deprecation Notice for the "parse_strings_as_datetimes" Expectation Parameter in V3 (#3539)

0.13.37#

  • [FEATURE] Implement CompoundColumnsUnique metric for SqlAlchemyExecutionEngine (#3477)
  • [FEATURE] add get_available_data_asset_names_and_types (#3476)
  • [FEATURE] add s3_put_options to TupleS3StoreBackend (#3470) (Thanks @kj-9)
  • [BUGFIX] Fix TupleS3StoreBackend remove_key bug (#3489)
  • [DOCS] Adding Flyte Deployment pattern to docs (#3383)
  • [DOCS] g_e docs branding updates (#3471)
  • [MAINTENANCE] Add type-hints; add utility method for creating temporary DB tables; clean up imports; improve code readability; and add a directory to pre-commit (#3475)
  • [MAINTENANCE] Clean up for a better code readability. (#3493)
  • [MAINTENANCE] Enable SQL for the "expect_compound_columns_to_be_unique" expectation. (#3488)
  • [MAINTENANCE] Fix some typos (#3474) (Thanks @mohamadmansourX)
  • [MAINTENANCE] Support SQLAlchemy version 1.3.24 for compatibility with Airflow (Airflow does not currently support later versions of SQLAlchemy). (#3499)
  • [MAINTENANCE] Update contributing_checklist.md (#3478) (Thanks @plain-jane-gray)
  • [MAINTENANCE] Update how_to_configure_a_validation_result_store_in_gcs.md (#3480) (Thanks @plain-jane-gray)
  • [MAINTENANCE] update implemented_expectations (#3492)

0.13.36#

  • [FEATURE] GREAT-3439 extended SlackNotificationsAction for slack app tokens (#3440) (Thanks @psheets)
  • [FEATURE] Implement Integration Test for "Simple SQL Datasource" with Partitioning, Splitting, and Sampling (#3454)
  • [FEATURE] Implement Integration Test for File Path Data Connectors with Partitioning, Splitting, and Sampling (#3452)
  • [BUGFIX] Fix Incorrect Implementation of the "_sample_using_random" Sampling Method in SQLAlchemyExecutionEngine (#3449)
  • [BUGFIX] Handle RuntimeBatchRequest passed to Checkpoint programatically (without yml) (#3448)
  • [DOCS] Fix typo in command to create new checkpoint (#3434) (Thanks @joeltone)
  • [DOCS] How to validate data by running a Checkpoint (#3436)
  • [ENHANCEMENT] cloud-199 - Update Expectation and ExpectationSuite classes for GE Cloud (#3453)
  • [MAINTENANCE] Does not test numpy.float128 when it doesn't exist (#3460)
  • [MAINTENANCE] Remove Unnecessary SQL OR Condition (#3469)
  • [MAINTENANCE] Remove validation playground notebooks (#3467)
  • [MAINTENANCE] clean up type hints, API usage, imports, and coding style (#3444)
  • [MAINTENANCE] comments (#3457)

0.13.35#

  • [FEATURE] Create ExpectationValidationGraph class to Maintain Relationship Between Expectation and Metrics and Use it to Associate Exceptions to Expectations (#3433)
  • [BUGFIX] Addresses issue #2993 (#3054) by using configuration when it is available instead of discovering keys (listing keys) in existing sources. (#3377)
  • [BUGFIX] Fix Data asset name rendering (#3431) (Thanks @shpolina)
  • [DOCS] minor fix to syntax highlighting in how_to_contribute_a_new_expectation… (#3413) (Thanks @edjoesu)
  • [DOCS] Fix broken links in how_to_create_a_new_expectation_suite_using_rule_based_profile… (#3410) (Thanks @edjoesu)
  • [ENHANCEMENT] update list_expectation_suite_names and ExpectationSuiteValidationResult payload (#3419)
  • [MAINTENANCE] Clean up Type Hints, JSON-Serialization, ID Generation and Logging in Objects in batch.py Module and its Usage (#3422)
  • [MAINTENANCE] Fix Granularity of Exception Handling in ExecutionEngine.resolve_metrics() and Clean Up Type Hints (#3423)
  • [MAINTENANCE] Fix broken links in how_to_create_a_new_expectation_suite_using_rule_based_profiler (#3441)
  • [MAINTENANCE] Fix issue where BatchRequest object in configuration could cause Checkpoint to fail (#3438)
  • [MAINTENANCE] Insure consistency between implementation of overriding Python hash() and internal ID property value (#3432)
  • [MAINTENANCE] Performance improvement refactor for Spark unexpected values (#3368)
  • [MAINTENANCE] Refactor MetricConfiguration out of validation_graph.py to Avoid Future Circular Dependencies in Python (#3425)
  • [MAINTENANCE] Use ExceptionInfo to encapsulate common expectation validation result error information. (#3427)

0.13.34#

  • [FEATURE] Configurable multi-threaded checkpoint speedup (#3362) (Thanks @jdimatteo)
  • [BUGFIX] Insure that the "result_format" Expectation Argument is Processed Properly (#3364)
  • [BUGFIX] fix error getting validation result from DataContext (#3359) (Thanks @zachzIAM)
  • [BUGFIX] fixed typo and added CLA links (#3347)
  • [DOCS] Azure Data Connector Documentation for Pandas and Spark. (#3378)
  • [DOCS] Connecting to GCS using Spark (#3375)
  • [DOCS] Docusaurus - Deploying Great Expectations in a hosted environment without file system or CLI (#3361)
  • [DOCS] How to get a batch from configured datasource (#3382)
  • [MAINTENANCE] Add Flyte to README (#3387) (Thanks @samhita-alla)
  • [MAINTENANCE] Adds expect_table_columns_to_match_set (#3329) (Thanks @viniciusdsmello)
  • [MAINTENANCE] Bugfix/skip substitute config variables in ge cloud mode (#3393)
  • [MAINTENANCE] Clean Up ValidationGraph API Usage, Improve Exception Handling for Metrics, Clean Up Type Hints (#3399)
  • [MAINTENANCE] Clean up ValidationGraph API and add Type Hints (#3392)
  • [MAINTENANCE] Enhancement/update _set methods with kwargs (#3391) (Thanks @roblim)
  • [MAINTENANCE] Fix incorrect ToC section name (#3395)
  • [MAINTENANCE] Insure Correct Processing of the catch_exception Flag in Metrics Resolution (#3360)
  • [MAINTENANCE] exempt batch_data from a deep_copy operation on RuntimeBatchRequest (#3388)
  • [MAINTENANCE][WIP] Enhancement/cloud 169/update checkpoint.run for ge cloud (#3381)

0.13.33#

  • [FEATURE] Add optional ge_cloud_mode flag to DataContext to enable use with Great Expectations Cloud.
  • [FEATURE] Rendered Data Doc JSONs can be uploaded and retrieved from GE Cloud
  • [FEATURE] Implement InferredAssetAzureDataConnector with Support for Pandas and Spark Execution Engines (#3372)
  • [FEATURE] Spark connecting to Google Cloud Storage (#3365)
  • [FEATURE] SparkDFExecutionEngine can load data accessed by ConfiguredAssetAzureDataConnector (integration tests are included). (#3345)
  • [FEATURE][MER-293] GE Cloud Mode for DataContext (#3262) (Thanks @roblim)
  • [BUGFIX] Allow for RuntimeDataConnector to accept custom query while suppressing temp table creation (#3335) (Thanks @NathanFarmer)
  • [BUGFIX] Fix issue where multiple validators reused the same execution engine, causing a conflict in active batch (GE-3168) (#3222) (Thanks @jcampbell)
  • [BUGFIX] Run batch_request dictionary through util function convert_to_json_serializable (#3349) (Thanks @NathanFarmer)
  • [BUGFIX] added casting of numeric value to fix redshift issue #3293 (#3338) (Thanks @sariabod)
  • [DOCS] Docusaurus - How to connect to an MSSQL database (#3353) (Thanks @NathanFarmer)
  • [DOCS] GREAT-195 Docs remove all stubs and links to them (#3363)
  • [MAINTENANCE] Update azure-pipelines-docs-integration.yml for Azure Pipelines
  • [MAINTENANCE] Update implemented_expectations.md (#3351) (Thanks @spencerhardwick)
  • [MAINTENANCE] Updating to reflect current Expectation dev state (#3348) (Thanks @spencerhardwick)
  • [MAINTENANCE] docs: Clean up Docusaurus refs (#3371)

0.13.32#

  • [FEATURE] Add Performance Benchmarks Using BigQuery. (Thanks @jdimatteo)
  • [WIP][FEATURE] add backend args to run_diagnostics (#3257) (Thanks @edjoesu)
  • [BUGFIX] Addresses Issue 2937. (#3236) (Thanks @BenGale93)
  • [BUGFIX] SQL dialect doesn't register for BigQuery for V2 (#3324)
  • [DOCS] "How to connect to data on GCS using Pandas" (#3311)
  • [MAINTENANCE] Add CODEOWNERS with a single check for sidebars.js (#3332)
  • [MAINTENANCE] Fix incorrect DataConnector usage of _get_full_file_path() API method. (#3336)
  • [MAINTENANCE] Make Pandas against S3 and GCS integration tests more robust by asserting on number of batches returned and row counts (#3341)
  • [MAINTENANCE] Make integration tests of Pandas against Azure more robust. (#3339)
  • [MAINTENANCE] Prepare AzureUrl to handle WASBS format (for Spark) (#3340)
  • [MAINTENANCE] Renaming default_batch_identifier in examples #3334
  • [MAINTENANCE] Tests for RuntimeDataConnector at DataContext-level (#3304)
  • [MAINTENANCE] Tests for RuntimeDataConnector at DataContext-level (Spark and Pandas) (#3325)
  • [MAINTENANCE] Tests for RuntimeDataConnector at Datasource-level (Spark and Pandas) (#3318)
  • [MAINTENANCE] Various doc patches (#3326)
  • [MAINTENANCE] clean up imports and method signatures (#3337)

0.13.31#

  • [FEATURE] Enable GCS DataConnector integration with PandasExecutionEngine (#3264)
  • [FEATURE] Enable column_pair expectations and tests for Spark (#3294)
  • [FEATURE] Implement InferredAssetGCSDataConnector (#3284)
  • [FEATURE]/CHANGE run time format (#3272) (Thanks @serialbandicoot)
  • [DOCS] Fix misc errors in "How to create renderers for Custom Expectations" (#3315)
  • [DOCS] GDOC-217 remove stub links (#3314)
  • [DOCS] Remove misc TODOs to tidy up docs (#3313)
  • [DOCS] Standardize capitalization of various technologies in docs (#3312)
  • [DOCS] Fix broken link to Contributor docs (#3295) (Thanks @discdiver)
  • [MAINTENANCE] Additional tests for RuntimeDataConnector at Datasource-level (query) (#3288)
  • [MAINTENANCE] Update GCSStoreBackend + tests (#2630) (Thanks @hmandsager)
  • [MAINTENANCE] Write integration/E2E tests for ConfiguredAssetAzureDataConnector (#3204)
  • [MAINTENANCE] Write integration/E2E tests for both GCSDataConnectors (#3301)

0.13.30#

  • [FEATURE] Implement Spark Decorators and Helpers; Demonstrate on MulticolumnSumEqual Metric (#3289)
  • [FEATURE] V3 implement expect_column_pair_values_to_be_in_set for SQL Alchemy execution engine (#3281)
  • [FEATURE] Implement ConfiguredAssetGCSDataConnector (#3247)
  • [BUGFIX] Fix import issues around cloud providers (GCS/Azure/S3) (#3292)
  • [MAINTENANCE] Add force_reuse_spark_context to DatasourceConfigSchema (#3126) (thanks @gipaetusb and @mbakunze)

0.13.29#

  • [FEATURE] Implementation of the Metric "select_column_values.unique.within_record" for SQLAlchemyExecutionEngine (#3279)
  • [FEATURE] V3 implement ColumnPairValuesInSet for SQL Alchemy execution engine (#3278)
  • [FEATURE] Edtf with support levels (#2594) (thanks @mielvds)
  • [FEATURE] V3 implement expect_column_pair_values_to_be_equal for SqlAlchemyExecutionEngine (#3267)
  • [FEATURE] add expectation for discrete column entropy (#3049) (thanks @edjoesu)
  • [FEATURE] Add SQLAlchemy Provider for the the column_pair_values.a_greater_than_b Metric (#3268)
  • [FEATURE] Expectations tests for BigQuery backend (#3219) (Thanks @jdimatteo)
  • [FEATURE] Add schema validation for different GCS auth methods (#3258)
  • [FEATURE] V3 - Implement column_pair helpers/providers for SqlAlchemyExecutionEngine (#3256)
  • [FEATURE] V3 implement expect_column_pair_values_to_be_equal expectation for PandasExecutionEngine (#3252)
  • [FEATURE] GCS DataConnector schema validation (#3253)
  • [FEATURE] Implementation of the "expect_select_column_values_to_be_unique_within_record" Expectation (#3251)
  • [FEATURE] Implement the SelectColumnValuesUniqueWithinRecord metric (for PandasExecutionEngine) (#3250)
  • [FEATURE] V3 - Implement ColumnPairValuesEqual for PandasExecutionEngine (#3243)
  • [FEATURE] Set foundation for GCS DataConnectors (#3220)
  • [FEATURE] Implement "expect_column_pair_values_to_be_in_set" expectation (support for PandasExecutionEngine) (#3242)
  • [BUGFIX] Fix deprecation warning for importing from collections (#3228) (thanks @ismaildawoodjee)
  • [DOCS] Document BigQuery test dataset configuration (#3273) (Thanks @jdimatteo)
  • [DOCS] Syntax and Link (#3266)
  • [DOCS] API Links and Supporting Docs (#3265)
  • [DOCS] redir and search (#3249)
  • [MAINTENANCE] Update azure-pipelines-docs-integration.yml to include env vars for Azure docs integration tests
  • [MAINTENANCE] Allow Wrong ignore_row_if Directive from V2 with Deprecation Warning (#3274)
  • [MAINTENANCE] Refactor test structure for "Connecting to your data" cloud provider integration tests (#3277)
  • [MAINTENANCE] Make test method names consistent for Metrics tests (#3254)
  • [MAINTENANCE] Allow PandasExecutionEngine to accept Azure DataConnectors (#3214)
  • [MAINTENANCE] Standardize Arguments to MetricConfiguration Constructor; Use {} instead of dict(). (#3246)

0.13.28#

  • [FEATURE] Implement ColumnPairValuesInSet metric for PandasExecutionEngine
  • [BUGFIX] Wrap optional azure imports in data_connector setup

0.13.27#

  • [FEATURE] Accept row_condition (with condition_parser) and ignore_row_if parameters for expect_multicolumn_sum_to_equal (#3193)
  • [FEATURE] ConfiguredAssetDataConnector for Azure Blob Storage (#3141)
  • [FEATURE] Replace MetricFunctionTypes.IDENTITY domain type with convenience method get_domain_records() for SparkDFExecutionEngine (#3226)
  • [FEATURE] Replace MetricFunctionTypes.IDENTITY domain type with convenience method get_domain_records() for SqlAlchemyExecutionEngine (#3215)
  • [FEATURE] Replace MetricFunctionTypes.IDENTITY domain type with convenience method get_full_access_compute_domain() for PandasExecutionEngine (#3210)
  • [FEATURE] Set foundation for Azure-related DataConnectors (#3188)
  • [FEATURE] Update ExpectCompoundColumnsToBeUnique for V3 API (#3161)
  • [BUGFIX] Fix incorrect schema validation for Azure data connectors (#3200)
  • [BUGFIX] Fix incorrect usage of "all()" in the comparison of validation results when executing an Expectation (#3178)
  • [BUGFIX] Fixes an error with expect_column_values_to_be_dateutil_parseable (#3190)
  • [BUGFIX] Improve parsing of .ge_store_backend_id (#2952)
  • [BUGFIX] Remove fixture parameterization for Cloud DBs (Snowflake and BigQuery) (#3182)
  • [BUGFIX] Restore support for V2 API style custom expectation rendering (#3179) (Thanks @jdimatteo)
  • [DOCS] Add conda as installation option in README (#3196) (Thanks @rpanai)
  • [DOCS] Standardize capitalization of "Python" in "Connecting to your data" section of new docs (#3209)
  • [DOCS] Standardize capitalization of Spark in docs (#3198)
  • [DOCS] Update BigQuery docs to clarify the use of temp tables (#3184)
  • [DOCS] Create _redirects (#3192)
  • [ENHANCEMENT] RuntimeDataConnector messaging is made more clear for test_yaml_config() (#3206)
  • [MAINTENANCE] Add credentials YAML key support for DataConnectors (#3173)
  • [MAINTENANCE] Fix minor typo in S3 DataConnectors (#3194)
  • [MAINTENANCE] Fix typos in argument names and types (#3207)
  • [MAINTENANCE] Update changelog. (#3189)
  • [MAINTENANCE] Update documentation. (#3203)
  • [MAINTENANCE] Update validate_your_data.md (#3185)
  • [MAINTENANCE] update tests across execution engines and clean up coding patterns (#3223)

0.13.26#

  • [FEATURE] Enable BigQuery tests for Azure CI/CD (#3155)
  • [FEATURE] Implement MulticolumnMapExpectation class (#3134)
  • [FEATURE] Implement the MulticolumnSumEqual Metric for PandasExecutionEngine (#3130)
  • [FEATURE] Support row_condition and ignore_row_if Directives Combined for PandasExecutionEngine (#3150)
  • [FEATURE] Update ExpectMulticolumnSumToEqual for V3 API (#3136)
  • [FEATURE] add python3.9 to python versions (#3143) (Thanks @dswalter)
  • [FEATURE]/MER-16/MER-75/ADD_ROUTE_FOR_VALIDATION_RESULT (#3090) (Thanks @rreinoldsc)
  • [BUGFIX] Enable --v3-api suite edit to proceed without selecting DataConnectors (#3165)
  • [BUGFIX] Fix error when RuntimeBatchRequest is passed to SimpleCheckpoint with RuntimeDataConnector (#3152)
  • [BUGFIX] allow reader_options in the CLI so can read .csv.gz files (#2695) (Thanks @luke321321)
  • [DOCS] Apply Docusaurus tabs to relevant pages in new docs
  • [DOCS] Capitalize python to Python in docs (#3176)
  • [DOCS] Improve Core Concepts - Expectation Concepts (#2831)
  • [MAINTENANCE] Error messages must be friendly. (#3171)
  • [MAINTENANCE] Implement the "compound_columns_unique" metric for PandasExecutionEngine (with a unit test). (#3159)
  • [MAINTENANCE] Improve Coding Practices in "great_expectations/expectations/expectation.py" (#3151)
  • [MAINTENANCE] Update test_script_runner.py (#3177)

0.13.25#

  • [FEATURE] Pass on meta-data from expectation json to validation result json (#2881) (Thanks @sushrut9898)
  • [FEATURE] Add sqlalchemy engine support for column.most_common_value metric (#3020) (Thanks @shpolina)
  • [BUGFIX] Added newline to CLI message for consistent formatting (#3127) (Thanks @ismaildawoodjee)
  • [BUGFIX] fix pip install snowflake build error with Python 3.9 (#3119) (Thanks @jdimatteo)
  • [BUGFIX] Populate (data) asset name in data docs for RuntimeDataConnector (#3105) (Thanks @ceshine)
  • [DOCS] Correct path to docs_rtd/changelog.rst (#3120) (Thanks @jdimatteo)
  • [DOCS] Fix broken links in "How to write a 'How to Guide'" (#3112)
  • [DOCS] Port over "How to add comments to Expectations and display them in DataDocs" from RTD to Docusaurus (#3078)
  • [DOCS] Port over "How to create a Batch of data from an in memory Spark or Pandas DF" from RTD to Docusaurus (#3099)
  • [DOCS] Update CLI codeblocks in create_your_first_expectations.md (#3106) (Thanks @ories)
  • [MAINTENANCE] correct typo in docstring (#3117)
  • [MAINTENANCE] DOCS/GDOC-130/Add Changelog (#3121)
  • [MAINTENANCE] fix docstring for expectation "expect_multicolumn_sum_to_equal" (previous version was not precise) (#3110)
  • [MAINTENANCE] Fix typos in docstrings in map_metric_provider partials (#3111)
  • [MAINTENANCE] Make sure that all imports use column_aggregate_metric_provider (not column_aggregate_metric). (#3128)
  • [MAINTENANCE] Rename column_aggregate_metric.py into column_aggregate_metric_provider.py for better code readability. (#3123)
  • [MAINTENANCE] rename ColumnMetricProvider to ColumnAggregateMetricProvider (with DeprecationWarning) (#3100)
  • [MAINTENANCE] rename map_metric.py to map_metric_provider.py (with DeprecationWarning) for a better code readability/interpretability (#3103)
  • [MAINTENANCE] rename table_metric.py to table_metric_provider.py with a deprecation notice (#3118)
  • [MAINTENANCE] Update CODE_OF_CONDUCT.md (#3066)
  • [MAINTENANCE] Upgrade to modern Python syntax (#3068) (Thanks @cclauss)

0.13.24#

  • [FEATURE] Script to automate proper triggering of Docs Azure pipeline (#3003)
  • [BUGFIX] Fix an undefined name that could lead to a NameError (#3063) (Thanks @cclauss)
  • [BUGFIX] fix incorrect pandas top rows usage (#3091)
  • [BUGFIX] Fix parens in Expectation metric validation method that always returned True assertation (#3086) (Thanks @morland96)
  • [BUGFIX] Fix run_diagnostics for contrib expectations (#3096)
  • [BUGFIX] Fix typos discovered by codespell (#3064) (Thanks cclauss)
  • [BUGFIX] Wrap get_view_names in try clause for passing the NotImplemented error (#2976) (Thanks @kj-9)
  • [DOCS] Ensuring consistent style of directories, files, and related references in docs (#3053)
  • [DOCS] Fix broken link to example DAG (#3061) (Thanks fritz-astronomer)
  • [DOCS] GDOC-198 cleanup TOC (#3088)
  • [DOCS] Migrating pages under guides/miscellaneous (#3094) (Thanks @spbail)
  • [DOCS] Port over “How to configure a new Checkpoint using test_yaml_config” from RTD to Docusaurus
  • [DOCS] Port over “How to configure an Expectation store in GCS” from RTD to Docusaurus (#3071)
  • [DOCS] Port over “How to create renderers for custom Expectations” from RTD to Docusaurus
  • [DOCS] Port over “How to run a Checkpoint in Airflow” from RTD to Docusaurus (#3074)
  • [DOCS] Update how-to-create-and-edit-expectations-in-bulk.md (#3073)
  • [MAINTENANCE] Adding a comment explaining the IDENTITY metric domain type. (#3057)
  • [MAINTENANCE] Change domain key value from “column” to “column_list” in ExecutionEngine implementations (#3059)
  • [MAINTENANCE] clean up metric errors (#3085)
  • [MAINTENANCE] Correct the typo in the naming of the IDENTIFICATION semantic domain type name. (#3058)
  • [MAINTENANCE] disable snowflake tests temporarily (#3093)
  • [MAINTENANCE][DOCS] Port over “How to host and share Data Docs on GCS” from RTD to Docusaurus (#3070)
  • [MAINTENANCE] Enable repr for MetricConfiguration to assist with troubleshooting. (#3075)
  • [MAINTENANCE] Expand test of a column map metric to underscore functionality. (#3072)
  • [MAINTENANCE] Expectation anonymizer supports v3 expectation registry (#3092)
  • [MAINTENANCE] Fix -- check for column key existence in accessor_domain_kwargsn for condition map partials. (#3082)
  • [MAINTENANCE] Missing import of SparkDFExecutionEngine was added. (#3062)

Older Changelist#

Older changelist can be found at https://github.com/great-expectations/great_expectations/blob/develop/docs_rtd/changelog.rst