Great-expectations

* [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)

* [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}/GDOC-205/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)

* [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)

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* [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)

* [BUGFIX] added expectation_config to ExpectationValidationResult when exception is raised (2659) (thanks peterdhansen))
* [BUGFIX] fix update data docs as validation action (3031)
* [DOCS] Port over "How to configure an Expectation Store in Azure" from RTD to Docusaurus
* [DOCS] Port over "How to host and share DataDocs on a filesystem" from RTD to Docusaurus (3018)
* [DOCS] Port over "How to instantiate a Data Context w/o YML" from RTD to Docusaurus (3011)
* [DOCS] Port "How to configure a Validation Result store on a filesystem" from RTD to Docusaurus (3025)
* [DOCS] how to create multibatch expectations using evaluation parameters (3039)
* [DOCS] Port "How to create and edit Expectations with a Profiler" from RTD to Docussaurus. (3048)
* [DOCS] Port RTD adding validations data or suites to checkpoint (3030)
* [DOCS] Porting "How to create and edit Expectations with instant feedback from a sample Batch of data" from RTD to Docusaurus. (3046)
* [DOCS] GDOC-172/Add missing pages (3007)
* [DOCS] Port over "How to configure DataContext components using test_yaml_config" from RTD to Docusaurus
* [DOCS] Port over "How to configure a Validation Result store to Postgres" from RTD to Docusaurus
* [DOCS] Port over "How to configure an Expectation Store in S3" from RTD to Docusaurus
* [DOCS] Port over "How to configure an Expectation Store on a filesystem" from RTD to Docusaurus
* [DOCS] Port over "How to configure credentials using YAML or env vars" from RTD to Docusaurus
* [DOCS] Port over "How to configure credentials using a secrets store" from RTD to Docusaurus
* [DOCS] Port over "How to configure validation result store in GCS" from RTD to Docusaurus (3019)
* [DOCS] Port over "How to connect to an Athena DB" from RTD to Docusaurus
* [DOCS] Port over "How to create a new ExpectationSuite from jsonschema" from RTD to Docusaurus (3017)
* [DOCS] Port over "How to deploy a scheduled checkpoint with cron" from RTD to Docusaurus
* [DOCS] Port over "How to dynamically load evaluation parameters from DB" from RTD to Docusaurus (3052)
* [DOCS] Port over "How to host and share DataDocs on Amazon S3" from RTD to Docusaurus
* [DOCS] Port over "How to implement custom notifications" from RTD to Docusaurus (3050)
* [DOCS] Port over "How to instantiate a DataContext on Databricks Spark cluster" from RTD to Docusaurus
* [DOCS] Port over "How to instantiate a DataContext on an EMR Spark Cluster" from RTD to Docusaurus (3024)
* [DOCS] Port over "How to trigger Opsgenie notifications as a validation action" from RTD to Docusaurus
* [DOCS] Update titles of metadata store docs (3016)
* [DOCS] Port over "How to configure Expectation store to PostgreSQL" from RTD to Docusaurus (3010)
* [DOCS] Port over "How to configure a MetricsStore" from RTD to Docusaurus (3009)
* [DOCS] Port over "How to configure validation result store in Azure" from RTD to Docusaurus (3014)
* [DOCS] Port over "How to host and share DataDocs on Azure" from RTD to Docusaurus (3012)
* [DOCS]Port "How to create and edit Expectations based on domain knowledge, without inspecting data directly" from RTD to Datasaurus. (3047)
* [DOCS] Ported "How to configure a Validation Result store in Amazon S3" from RTD to Docusaurus. (3026)
* [DOCS] how to validate without checkpoint (3013)
* [DOCS] validation action data docs update (convert from RTD to DocuSaurus) (3015)
* [DOCS] port of 'How to store Validation Results as a Validation Action' from RTD into Docusaurus. (3023)

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What’s Changed

* [FEATURE] Port over guide for Slack notifications for validation actions (3005)
* [FEATURE] bootstrap estimator for NumericMetricRangeMultiBatchParameterBuilder (3001)
* [BUGFIX] Update naming of confidence_level in integration test fixture (3002)
* [BUGFIX] [batch.py] fix check for null value (2994) (thanks Mohamed Abido)
* [BUGFIX] Fix issue where compression key was added to reader_method for read_parquet (2506)
* [BUGFIX] Improve support for dates for expect_column_distinct_values_to_contain_set (2997) (thanks xaniasd)
* [BUGFIX] Fix bug in getting non-existent parameter (2986)
* [BUGFIX] Modify read_excel() to handle new optional-dependency openpyxl for pandas >= 1.3.0 (2989)
* [DOCS] Getting Started - Clean Up and Integration Tests (2985)
* [DOCS] Adding in url links and style (2999)
* [DOCS] Adding a missing import to a documentation page (2983) (thanks rishabh-bhargava)
* [DOCS]/GDOC-108/GDOC-143/Add in Contributing fields and updates (2972)
* [DOCS] Update rule-based profiler docs (2987)
* [DOCS] add image zoom plugin (2979)
* [MAINTENANCE] fix lint issues for docusaurus (3004)
* [MAINTENANCE] update header to match GE.io (2811)
* [MAINTENANCE] Instrument test_yaml_config() (2981)
* [MAINTENANCE] Remove "mostly" from "bobster" test config (2996)
* [MAINTENANCE] Update v-0.12 CLI test to reflect Pandas upgrade to version 1.3.0 (2995)
* [MAINTENANCE] rephrase expectation suite meta profile comment (2991)
* [MAINTENANCE] make citation cleaner in expectation suite (2990)
* [MAINTENANCE] Attempt to fix Numpy and Scipy Version Requirements without additional requirements* files (2982)