* fix: wrong attribute name in SampleConfig model
* fix: test attribute
* fix: failing tests
* fix: trino filter error + adjust test to take into account null value
* fix: mssql and azuresql tablesample on views
* percona server for postgresql support
The only meaningful difference is version string in percona server for postgresql. So commit propose universal and safe way to detect server version by integer string, not complicated parsing of unformatted string.
* updated tests with get_server_version_num
commented outdated tests
---------
Co-authored-by: Sriharsha Chintalapani <harshach@users.noreply.github.com>
* backend
* format & tests
* rename backend
* migrations and ingestion
* format & tests
* format & tests
* tests
* format & tests
* tests
* updated ui side of changes
* addressing comment
* fixed failing unit test
* fix test list
* added e2e test, and fixed existing test
---------
Co-authored-by: Shailesh Parmar <shailesh.parmar.webdev@gmail.com>
* fix: sqa table reference
* style: ran python linting
* fix: added raw dataset to query runner
* fix: get table and schema name from orm object
* fix: get table level config for table tests
* add dbt freshness check
* docs
* run linting
* add test case param definition
* fix test case param definition
* add config for dbt http, fix linting
* refactor (only create freshness test definition when user executed one)
* fix dbt files class
* fix dbt files class 2
* fix dbt objects class
* fix linting
* fix pylint
* fix linting once and for all
---------
Co-authored-by: Teddy <teddy.crepineau@gmail.com>
* ref(data-quality): modularized test case validator import
- removed test_suite_factory
- implemented TestCaseImporter
- removed SQAValidatorBuilder and PandasValidatorBuilder in favor of a SourceType enum
- removed the orm table creation from test suite source
* format
* IValidatorBuilder -> ValidatorBuilder
* use the table from the sampler in the test suite interface
* linting
* fixed the profiler with similar solution
* removed unused inheritance
* removed unneeded super().__init__()
* removed all instances of orm_table
* fixed tests
* add reportExplicitAny=false
* fixed tests
* fix(data-diff): sampling configuration
handle the sampling condition separately for the 2 tables allowing to apply sampling on columns with mismatching cases
* format
* feat(data-quality): use sampling config in data diff
- get the table profiling config
- use hashing to sample deterministically the same ids from each table
- use dirty-equals to assert results of stochastic processes
* - reverted missing md5
- added missing database service type
* - use a custom substr sql function
* fixed nounce
* added failure for mssql with sampling because it requires a larger change in the data-diff library
* fixed unit tests
* updated range for sampling
* feat(statistics-profiler): use statistics tables to profile trino tables
- implemented the collaborative root class
- added the "useStatistics" profiler parameter
- added the "supportsStatistics" database connection property
- implemented the ProfilerWithStatistics and StoredStatisticsSource to add this functionality to specific profilers
- implemented TrinoStoredStatisticsSource for specific trino statistics logic
* added ABC to terminal classes in collaborative root
* fixed docstring for TestSuiteInterface
* reverted unintended changes
* typo
* feat: added column value to be in expected location test
* fix: renamed value -> values
* doc: added 1.6 documentatio entry
* style: ran python linting
* fix: move data packaging to pyproject.yaml
* fix: add init file back for data package
* fix: failing test case
* Add flake.nix
* Add lockfile for flake
* Update nix environment and document usage
* Add schema for exasol connector
* Add Exasol definitions to databaseService
* Fix error in exasol connector schema
* Add additional connection options/settings to exasol connector
* Add exasol-connector to ui
* Add depdencies for exasol-connector
* Update notes
* Update ingestion code
* Add Basic Documentation for Exasol Connector
* Update flake file
* Add developer notes
* Add python script which can be used as entry point for debugging in ide
* Add config file which can be used for debugging (manual execution)
* Update debug script
* Update developer notes
* Remove old developer notes
* Add .venv to gitignore
* Update dev notes
* Update development notes
* Update ExasolSource
* Establish basic connection to Exasol DB from connector
* Update exasol connector connection settings
* Add service_spec for exasol plugin
* Remove development files
* Remove unused module
* Applied code formatter
* Update exasol dependency constraint(s)
* Add unit test for exasol connection url(s)
* Fixed test expectations for exasol connection url test(s)
* Adjust the test query for the Exasol connection test
* ref(profiler): use di for system profile
- use source classes that can be overridden in system profiles
- use a manifest class instead of factory to specify which class to resolve for connectors
- example usage can be seen in redshift and snowflake
* - added manifests for all custom profilers
- used super() dependency injection in order for system metrics source
- formatting
* - implement spec for all source types
- added docs for the new specification
- added some pylint ignores in the importer module
* remove TYPE_CHECKING in core.py
* - deleted valuedispatch function
- deleted get_system_metrics_by_dialect
- implemented BigQueryProfiler with a system metrics source
- moved import_source_class to BaseSpec
* - removed tests related to the profiler factory
* - reverted start_time
- removed DML_STAT_TO_DML_STATEMENT_MAPPING
- removed unused logger
* - reverted start_time
- removed DML_STAT_TO_DML_STATEMENT_MAPPING
- removed unused logger
* fixed tests
* format
* bigquery system profile e2e tests
* fixed module docstring
* - removed import_side_effects from redshift. we still use it in postgres for the orm conversion maps.
- removed leftover methods
* - tests for BaseSpec
- moved get_class_path to importer
* - moved constructors around to get rid of useless kwargs
* - changed test_system_metric
* - added linage and usage to service_spec
- fixed postgres native lineage test
* add comments on collaborative constructors
* fix(data-quality): table diff
- added handling for case-insensitive columns
- added handling for different numeric types (int/float/Decimal)
- added handling of boolean test case parameters
* add migrations for table diff
* add migrations for table diff
* removed cross type diff for now. it appears to be flaky
* fixed migrations
* use casefold() instead of lower()
* - implemented utils.get_test_case_param_value
- fixed params for case sensitive column
* handle bool test case parameters
* format
* testing
* format
* list -> List
* list -> List
* - change caseSensitiveColumns default to fase
- added migration to stay backward compatible
* - removed migration files
- updated logging message for table diff migration
* changed bool test case parameters default to always be false
* format
* docs: data diff
- added the caseSensitiveColumns parameter
requires: https://github.com/open-metadata/OpenMetadata/pull/18115
* fixed test_get_bool_test_case_param
