0.15.42

• [FEATURE] ZEP - PG BatchSorter loading + dumping (#6580)
• [FEATURE] Ensure result_format accessed is through Checkpoint, and warns users if Expectation or Validator-level (#6562)
• [FEATURE] ZEP - PG SqlYearMonthSplitter serialization + deserialization (#6595)
• [FEATURE] ID/PK - unexpected_index_list updated to include actual unexpected value, and EVR to include unexpected_index_column_names (#6586)
• [FEATURE] Atomic rendering of Evaluation Parameters (#6232)
• [FEATURE] Add zep datasource data assistant e2e tests. (#6612)
• [FEATURE] F/great 1400/sql datasource (#6623)
• [FEATURE] Accept a pathlib.Path context_root_dir (#6613)
• [FEATURE] Atomic rendering of meta notes (#6627)
• [FEATURE] Docstring linter for public api (#6638)
• [FEATURE] ZEP - Load/dump new style config from DataContext (#6631)
• [FEATURE] ID/PK Rendering in DataDocs (#6637)
• [FEATURE] Use docstring linter for public api to catch missing parameters (#6642)
• [FEATURE] ZEP - load from shared config (#6655)
• [FEATURE] Added new expectation: ExpectYesterdayCountComparedToAvgEquivalentDaysOfWeek… (#6622) (thanks @HadasManor)
• [FEATURE] Add sqlite datasource (#6657)
• [FEATURE] ExpectDaySumToBeCloseToEquivalentWeekDayMean (#6664) (thanks @HadasManor)
• [FEATURE] ID/PK flag return_unexpected_index_query that allows QUERY output to be suppressed (#6660)
• [FEATURE] F/great 1400/postgres constr (#6674)
• [FEATURE] Ensure Pandas ID/PK can use named indices (#6656)
• [FEATURE] Support to include ID/PK in validation result for each row - Spark (#6676)
• [FEATURE] ID/PK Pandas query returned as all unexpected indices (#6692)
• [BUGFIX] Support non-string datetime evaluation parameters (#6571)
• [BUGFIX] Use v3.3.6 or higher of google-cloud-bigquery (with shapely bugfix) (#6590)
• [BUGFIX] Remove rendered header from Cloud-rendering tests (#6597)
• [BUGFIX] Patch broken Validator test after DataContext refactor (#6605)
• [BUGFIX] Column value counts metric dtype inference due to numpy deprecation of object dtype (#6604)
• [BUGFIX] delete_datasource() was getting passed in incorrect parameter for Spark Docs test (#6601)
• [BUGFIX] Stop overwriting query with static string in RuntimeBatchRequests for SQL (#6614)
• [BUGFIX] Simplify metric results processing and improve detection of Decimal types in columns (#6610)
• [BUGFIX] Do not round output of proportion computing metrics (#6619)
• [BUGFIX] Add sqrt on connect to sqlite database. (#6635)
• [BUGFIX] RendererConfiguration min_value and max_value with datetimes (#6632)
• [BUGFIX] Fix a typo in contrib queried expectation (and add type hints to its implementation) (#6650)
• [BUGFIX] Avoid key collisions between Rule-Based Profiler terminal literals and MetricConfiguration value keys (#6675)
• [BUGFIX] Add connect args to execution engine schema (#6663) (thanks @itaise)
• [BUGFIX] Increase minimum numpy versions for Python 3.8 and 3.9 due to support in latest release of scipy (#6704)
• [BUGFIX] Format current branch name properly for tag branches in docker tests (#6711)
• [DOCS] Patch broken snippet around Validation Actions (#6606)
• [DOCS] Fix formatting of 0.15.35 and 0.15.36 in changelogs (#6603)
• [DOCS] Convert broken snippet to named snippets (#6611)
• [DOCS] - add anonymous_usage_statistics configutation in documentation (#6626) (thanks @tmilitino)
• [DOCS] fixing wrong line reference on docs (#6599) (thanks @wagneralbjr)
• [DOCS] Sidebar changes for Integrations and how-tos (#6649)
• [DOCS] edit term(data_conext, checkpoints)-link in with airflow (#6646) (thanks @jx2lee)
• [DOCS] DOC-400 remove an outdated video link (#6667)
• [DOCS] doc-356 importable prerequisite box with correct theme applied and default entries (#6666)
• [MAINTENANCE] mypy config update (#6589)
• [MAINTENANCE] Small refactor of ExecutionEngine.resolve_metrics() for better code readability (and miscellaneous additional clean up) (#6587)
• [MAINTENANCE] Remove ExplorerDataContext (#6592)
• [MAINTENANCE] Leverage RendererConfiguration in existing prescriptive templates (2 of 3) (#6488)
• [MAINTENANCE] Leverage RendererConfiguration in existing prescriptive templates (3 of 3) (#6530)
• [MAINTENANCE] Add docs snippet checker to dev CI (#6594)
• [MAINTENANCE] Utilize a StrEnum for ConfigPeer modes (#6596)
• [MAINTENANCE] Refactor BaseDataContext and DataContext into factory functions (#6531)
• [MAINTENANCE] flake8 coverage - render, juptyer_ux, checkpoint sub-packages (#6607)
• [MAINTENANCE] filter RemovedInMarshmallow4 warnings (#6602)
• [MAINTENANCE] Generate public API candidates (#6600)
• [MAINTENANCE] partial cli + usage_stats typing (#6335)
• [MAINTENANCE] update pip installs in pipelines (#6609)
• [MAINTENANCE] create cache as part of --ci type-checking step (#6621)
• [MAINTENANCE] Add row_condition logic to RendererConfiguration and remove from atomic renderer implementations (#6616)
• [MAINTENANCE] install pydantic in develop pipeline (#6624)
• [MAINTENANCE] Fix develop static type-check stage (#6628)
• [MAINTENANCE] Unexpected Counts table in DataDocs able to show counts for sampled values (#6634)
• [MAINTENANCE] CI - install from requirements-types.txt (#6639)
• [MAINTENANCE] Add docstring linter for public api to CI (#6641)
• [MAINTENANCE] Batch ID must incorporate batch_spec_passthrough. Instantiate Validator with DataContext in test modules. Query metrics/expectations types cleanup. (#6636)
• [MAINTENANCE] Skip postgres tests in spark. (#6643)
• [MAINTENANCE] Enrich RendererConfiguration primitive types (#6629)
• [MAINTENANCE] M/great 1225/async builds branch (#6644)
• [MAINTENANCE] Comment out calling _disable_progress_bars in build_gallery.py (#6648)
• [MAINTENANCE] Update generate_expectation_tests func to only log an ERROR message if there is an error (#6651)
• [MAINTENANCE] Use the correct test for positive_test__exact_min_and_max on trino (#6652)
• [MAINTENANCE] Update evaluate_json_test_v3_api func to use the debug_logger with useful info when exception occurs (#6653)
• [MAINTENANCE] Make only column y data_alt different in col_pair_equal tests (#6661)
• [MAINTENANCE] Add separate tests for exact stdev for redshift and snowflake (#6658)
• [MAINTENANCE] Add redshift/snowflake casting for sample data on expect_column_values_to_be_of_type (#6659)
• [MAINTENANCE] Add redshift/snowflake casting for sample data on expect_column_values_to_be_in_type_list (#6668)
• [MAINTENANCE] Make only column y data_alt different in col_pair_in_set tests (#6670)
• [MAINTENANCE] Only spark v2 for special test in not_be_in_set (#6669)
• [MAINTENANCE] Don't attempt any regex Expectation tests with snowflake (#6672)
• [MAINTENANCE] Clean up returns style and type hints in CardinalityChecker utility (#6677)
• [MAINTENANCE] begin flake8 linting on tests (#6679)
• [MAINTENANCE] Clean up packaging & installation pipeline (#6687)
• [MAINTENANCE] Misc updates to dev Azure pipeline (#6686)
• [MAINTENANCE] mypy typing for core/util.py (#6617)
• [MAINTENANCE] Update get_context return type (#6684)
• [MAINTENANCE] Get datetime tests working for trino/snowflake/spark in values_to_be_in_set (#6671)
• [MAINTENANCE] Cleanup typing errors. (#6691)
• [MAINTENANCE] Remove unused Metric and BatchMetric classes and consolidate ValidationMetricIdentifier with other identifiers (#6693)
• [MAINTENANCE] Refactor BaseDataContext to leverage get_context (#6689)
• [MAINTENANCE] expect day count to be close to equivalent week day mean (#6680) (thanks @HadasManor)
• [MAINTENANCE] ID/PK squashed tests re-added (#6694)
• [MAINTENANCE] initial type checking for rules_based_profiler (#6681)
• [MAINTENANCE] Improve type checking for Expectations with atomic renderers leveraging RendererConfiguration (#6633)
• [MAINTENANCE] Add deprecated Cloud variables to _CloudConfigurationProvider.get_values() output (#6708)
• [MAINTENANCE] Autobuild markdown stubs (#6700)
• [MAINTENANCE] API docs styling (#6712)