Great-expectations

* [FEATURE] Add logging/warnings to GX Cloud migration process (6106)
* [FEATURE] Introduction of updated `gx.get_context()` method that returns correct DataContext-type (6104)
* [FEATURE] Contribute StatisticsDataAssistant and GrowthNumericDataAssistant (both experimental) (6115)
* [BUGFIX] add OBJECT_TYPE_NAMES to the JsonSchemaProfiler - issue 6109 (6110) (thanks OphelieC)
* [BUGFIX] Fix example `Set-Based Column Map Expectation` template import (6134)
* [BUGFIX] Regression due to `GESqlDialect` `Enum` for Hive (6149)
* [DOCS] Support for named snippets in documentation (6087)
* [MAINTENANCE] Clean up `test_migrate=True` Cloud migrator output (6119)
* [MAINTENANCE] Creation of Hackathon Packages (4587)
* [MAINTENANCE] Rename GCP Integration Pipeline (6121)
* [MAINTENANCE] Change log levels used in `CloudMigrator` (6125)
* [MAINTENANCE] Bump version of `sqlalchemy-redshift` from `0.7.7` to `0.8.8` (6082)
* [MAINTENANCE] self_check linting & initial type-checking (6126)
* [MAINTENANCE] Update per Clickhouse multiple same aliases Bug (6128) (thanks adammrozik)
* [MAINTENANCE] Only update existing `rendered_content` if rendering does not fail with new `InlineRenderer` failure message (6091)

* [FEATURE] Enable sending of `ConfigurationBundle` payload in HTTP request to Cloud backend (6083)
* [FEATURE] Send user validation results to Cloud backend during migration (6102)
* [BUGFIX] Fix bigquery crash when using "in" with a boolean column (6071)
* [BUGFIX] Fix serialization error when rendering kl_divergence (6084) (thanks roblim)
* [BUGFIX] Enable top-level parameters in Data Assistants accessed via dispatcher (6077)
* [BUGFIX] Patch issue around `DataContext.save_datasource` not sending `class_name` in result payload (6108)
* [DOCS] DOC-377 add missing dictionary in configured asset datasource portion of Pandas and Spark configuration guides (6081)
* [DOCS] DOC-376 finalize definition for Data Assistants in technical terms (6080)
* [DOCS] Update `docs-integration` test due to new `whole_table` splitter behavior (6103)
* [DOCS] How to create a Custom Multicolumn Map Expectation (6101)
* [MAINTENANCE] Patch broken Cloud E2E test (6079)
* [MAINTENANCE] Bundle data context config and other artifacts for migration (6068)
* [MAINTENANCE] Add datasources to ConfigurationBundle (6092)
* [MAINTENANCE] Remove unused config files from root of GX repo (6090)
* [MAINTENANCE] Add `data_context_id` property to `ConfigurationBundle` (6094)
* [MAINTENANCE] Move all Cloud migrator logic to separate directory (6100)
* [MAINTENANCE] Update aloglia scripts for new fields and replica indices (6049) (thanks winrp17)
* [MAINTENANCE] initial Datasource typings (6099)
* [MAINTENANCE] Data context migrate to cloud event (6095)
* [MAINTENANCE] Bundling tests with empty context configs (6107)
* [MAINTENANCE] Fixing a typo (6113)

* [FEATURE] Since value set in expectation kwargs is list of strings, do not emit expect_column_values_to_be_in_set for datetime valued columns (6046)
* [FEATURE] add failed expectations list to slack message (5812) (thanks itaise)
* [FEATURE] Enable only ExactNumericRangeEstimator and QuantilesNumericRangeEstimator in "datetime_columns_rule" of OnboardingDataAssistant (6063)
* [BUGFIX] numpy typing behind `if TYPE_CHECKING` (6076)
* [DOCS] Update "How to create an Expectation Suite with the Onboarding Data Assistant" (6050)
* [DOCS] How to get one or more Batches of data from a configured Datasource (6043)
* [DOCS] DOC-298 Data Assistant technical term page (6057)
* [DOCS] Update OnboardingDataAssistant documentation (6059)
* [MAINTENANCE] Clean up of DataAssistant tests that depend on Jupyter notebooks (6039)
* [MAINTENANCE] AbstractDataContext.datasource_save() test simplifications (6052)
* [MAINTENANCE] Rough architecture for cloud migration tool (6054)
* [MAINTENANCE] Include git commit info when building docker image. (6060)
* [MAINTENANCE] Allow `CloudDataContext` to retrieve and initialize its own project config (6006)
* [MAINTENANCE] Removing Jupyter notebook-based tests for DataAssistants (6062)
* [MAINTENANCE] pinned dremio, fixed linting (6067)
* [MAINTENANCE] usage-stats, & utils.py typing (5925)
* [MAINTENANCE] Refactor external HTTP request logic into a `Session` factory function (6007)
* [MAINTENANCE] Remove tag validity stage from release pipeline (6069)
* [MAINTENANCE] Remove unused test fixtures from test suite (6058)
* [MAINTENANCE] Remove outdated release files (6074)

* [FEATURE] context.save_datasource (6009)
* [BUGFIX] Standardize `ConfiguredAssetSqlDataConnector` config in `datasource new` CLI workflow (6044)
* [DOCS] DOC-371 update the getting started tutorial for data assistants (6024)
* [DOCS] DOCS-369 sql data connector configuration guide (6002)
* [MAINTENANCE] Remove outdated entry from release schedule JSON (6032)
* [MAINTENANCE] Clean up Spark schema tests to have proper names (6033)

* [FEATURE] do not require expectation_suite_name in DataAssistantResult.show_expectations_by...() methods (5976)
* [FEATURE] Refactor PartitionParameterBuilder into dedicated ValueCountsParameterBuilder and HistogramParameterBuilder (5975)
* [FEATURE] Implement default sorting for batches based on selected splitter method (5924)
* [FEATURE] Make OnboardingDataAssistant default profiler in CLI SUITE NEW (6012)
* [FEATURE] Enable omission of rounding of decimals in NumericMetricRangeMultiBatchParameterBuilder (6017)
* [FEATURE] Enable non-default sorters for `ConfiguredAssetSqlDataConnector` (5993)
* [FEATURE] Data Assistant plot method indication of total metrics and expectations count (6016)
* [BUGFIX] Addresses issue with ExpectCompoundColumnsToBeUnique renderer (5970)
* [BUGFIX] Fix failing `run_profiler_notebook` test (5983)
* [BUGFIX] Handle case when only one unique "column.histogram" bin value is found (5987)
* [BUGFIX] Update `get_validator` test assertions due to change in fixture batches (5989)
* [BUGFIX] Fix use of column.partition metric in HistogramSingleBatchParameterBuilder to more accurately handle errors (5990)
* [BUGFIX] Make Spark implementation of "column.value_counts" metric more robust to None/NaN column values (5996)
* [BUGFIX] Filter out np.nan values (just like None values) as part of ColumnValueCounts._spark() implementation (5998)
* [BUGFIX] Handle case when only one unique "column.histogram" bin value is found with proper type casting (6001)
* [BUGFIX] ColumnMedian._sqlalchemy() needs to handle case of single-value column (6011)
* [BUGFIX] Patch broken `save_expectation_suite` behavior with Cloud-backed `DataContext` (6004)
* [BUGFIX] Clean quantitative metrics DataFrames in Data Assistant plotting (6023)
* [BUGFIX] Defer `pprint` in `ExpectationSuite.show_expectations_by_expectation_type()` due to Jupyter rate limit (6026)
* [BUGFIX] Use UTC TimeZone (rather than Local Time Zone) for Rule-Based Profiler DateTime Conversions (6028)
* [DOCS] Update snippet refs in "How to create an Expectation Suite with the Onboarding Data Assistant" (6014)
* [MAINTENANCE] Randomize the non-comprehensive tests (5968)
* [MAINTENANCE] DatasourceStore refactoring (5941)
* [MAINTENANCE] Expectation suite init unit tests + types (5957)
* [MAINTENANCE] Expectation suite new unit tests for add_citation (5966)
* [MAINTENANCE] Updated release schedule (5977)
* [MAINTENANCE] Unit tests for `CheckpointStore` (5967)
* [MAINTENANCE] Enhance unit tests for ExpectationSuite.isEquivalentTo (5979)
* [MAINTENANCE] Remove unused fixtures from test suite (5965)
* [MAINTENANCE] Update to MultiBatch Notebook to include Configured - Sql (5945)
* [MAINTENANCE] Update to MultiBatch Notebook to include Inferred - Sql (5958)
* [MAINTENANCE] Add reverse assertion for isEquivalentTo tests (5982)
* [MAINTENANCE] Unit test enhancements ExpectationSuite.__eq__() (5984)
* [MAINTENANCE] Refactor `DataContext.__init__` to move Cloud-specific logic to `CloudDataContext` (5981)
* [MAINTENANCE] Set up cloud integration tests with Azure Pipelines (5995)
* [MAINTENANCE] Example of `splitter_method` at `Asset` and `DataConnector` level (6000)
* [MAINTENANCE] Replace `splitter_method` strings with `SplitterMethod` Enum and leverage `GESqlDialect` Enum where applicable (5980)
* [MAINTENANCE] Ensure that `DataContext.add_datasource` works with nested `DataConnector` ids (5992)
* [MAINTENANCE] Remove cloud integration tests from azure-pipelines.yml (5997)
* [MAINTENANCE] Unit tests for `GeCloudStoreBackend` (5999)
* [MAINTENANCE] Parameterize pg hostname in jupyter notebooks (6005)
* [MAINTENANCE] Unit tests for `Validator` (5988)
* [MAINTENANCE] Add unit tests for SimpleSqlalchemyDatasource (6008)
* [MAINTENANCE] Remove `dgtest` from dev pipeline (6003)
* [MAINTENANCE] Remove deprecated `account_id` from GX Cloud integrations (6010)
* [MAINTENANCE] Added perf considerations to onboarding assistant notebook (6022)
* [MAINTENANCE] Redshift specific temp table code path (6021)
* [MAINTENANCE] Update `datasource new` workflow to enable `ConfiguredAssetDataConnector` usage with SQL-backed `Datasources` (6019)

* [BUGFIX] Data Assistant plotting with zero expectations produced (5934)
* [BUGFIX] Don't include abstract Expectation classes in _retrieve_expectations_from_module (5947)
* [BUGFIX] Ensure that ParameterBuilder implementations in Rule Based Profiler properly handle SQL DECIMAL type (5896)
* [BUGFIX] Making an all-NULL column handling in RuleBasedProfiler more robust (5937)
* [BUGFIX] Prevent "division by zero" errors in Rule-Based Profiler calculations when Batch has zero rows (5960)
* [BUGFIX] Spark column.distinct_values no longer returns entire table distinct values (5969)
* [BUGFIX] prefix and suffix asset names are only relevant for InferredSqlAlchemyDataConnector (5950)
* [DOCS] DOC-368 spelling correction (5912)
* [FEATURE] Allowing `schema` to be passed in as `batch_spec_passthrough` in Spark (5900)
* [FEATURE] DataAssistants Example Notebook - Spark (5919)
* [FEATURE] Improve slack error condition (5818 thank you, Itai Sevitt)
* [FEATURE] SparkDFExecutionEngine able to use schema 5917
* [MAINTENANCE] Certify InferredAssetSqlDataConnector and ConfiguredAssetSqlDataConnector (5847)
* [MAINTENANCE] Add missing import for ConfigurationIdentifier (5943)
* [MAINTENANCE] Add x-fails to flaky Cloud tests for purposes of 0.15.22 (5964)
* [MAINTENANCE] Bump `Marshmallow` upper bound to work with Airflow operator (5952)
* [MAINTENANCE] Cleanup up some new datasource sql data connector tests. (5918)
* [MAINTENANCE] Mark DBFS tests with `pytest.mark.integration` (5931)
* [MAINTENANCE] Mark all tests within `tests/data_context/stores` dir (5913)
* [MAINTENANCE] Mark all tests within `tests/validator` (5926)
* [MAINTENANCE] Mark tests within `tests/rule_based_profiler` (5930)
* [MAINTENANCE] More unit tests for `Stores` (5953)
* [MAINTENANCE] Move `Store` test utils from source code to tests (5932)
* [MAINTENANCE] Remove xfails from passing tests in preparation for 0.15.21 release (5908)
* [MAINTENANCE] Reset globals modified in tests (5936)
* [MAINTENANCE] Run comprehensive tests in a random order (5942)
* [MAINTENANCE] Run spark and onboarding data assistant test in their own jobs. (5951)
* [MAINTENANCE] Unit tests for `ConfigurationStore` (5948)
* [MAINTENANCE] Unit tests for `ValidationGraph` and related classes (5954)
* [MAINTENANCE] Unit tests for `data_context/store` (5923)
* [MAINTENANCE] Update to OnboardingDataAssistant Notebook - Sql (5939)
* [MAINTENANCE] Use DataContext to ignore progress bars (5959)
* [MAINTENANCE] Use datasource config in add_datasource support methods (5901)
* [MAINTENANCE] Cleanup to allow docker test target to run tests in random order (5915)