Great-expectations

* [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)

* [FEATURE] Rendered Data Doc JSONs can be uploaded and retrieved from GE Cloud (3352)
* [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)
* [BUGFIX] Allow for RuntimeDataConnector to accept custom query while suppressing temp table creation (3335)
* [BUGFIX] Fix issue where multiple validators reused the same execution engine, causing a conflict in active batch (GE-3168) (3222)
* [BUGFIX] Run batch_request dictionary through util function convert_to_json_serializable (3349)
* [BUGFIX] added casting of numeric value to fix redshift issue 3293 (3338) (Thanks sariabod)
* [DOCS] Docusaurus - How to connect to an MSSQL database (3353)
* [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)
* [MAINTENANCE] Updating to reflect current Expectation dev state (3348)
* [MAINTENANCE] docs: Clean up Docusaurus refs (3371)

untagged-dbf9de0e8c0039c9765e
What’s Changed

* [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)

* [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)

* [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)

* [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)

[FEATURE] Implement ColumnPairValuesInSet metric for PandasExecutionEngine (3240)
[FEATURE] Implement "expect_column_pair_values_A_to_be_greater_than_B" (for PandasExecutionEngine) (3234)
[FEATURE] Implementation of ColumnPairValuesAGreaterThanB metric for PandasExecutionEngine (3227)
[BUGFIX] Wrap optional azure imports in data_connector setup (3244)
[BUGFIX] Change 'to_json_dict' to 'get_json_dict' in Checkpoint (3231)