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great_expectations.yml 4.1 KB

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  1. # Welcome to Great Expectations! Always know what to expect from your data.
  2. #
  3. # Here you can define datasources, batch kwargs generators, integrations and
  4. # more. This file is intended to be committed to your repo. For help with
  5. # configuration please:
  6. # - Read our docs: https://docs.greatexpectations.io/docs/guides/connecting_to_your_data/connect_to_data_overview/#2-configure-your-datasource
  7. # - Join our slack channel: http://greatexpectations.io/slack
  8. # config_version refers to the syntactic version of this config file, and is used in maintaining backwards compatibility
  9. # It is auto-generated and usually does not need to be changed.
  10. config_version: 3.0
  11. # Datasources tell Great Expectations where your data lives and how to get it.
  12. # Read more at https://docs.greatexpectations.io/docs/guides/connecting_to_your_data/connect_to_data_overview
  13. datasources:
  14. mbajk:
  15. class_name: Datasource
  16. module_name: great_expectations.datasource
  17. execution_engine:
  18. class_name: PandasExecutionEngine
  19. module_name: great_expectations.execution_engine
  20. data_connectors:
  21. default_inferred_data_connector_name:
  22. class_name: InferredAssetFilesystemDataConnector
  23. module_name: great_expectations.datasource.data_connector
  24. base_directory: ../data/processed
  25. default_regex:
  26. group_names:
  27. - data_asset_name
  28. pattern: (.*)
  29. default_runtime_data_connector_name:
  30. class_name: RuntimeDataConnector
  31. module_name: great_expectations.datasource.data_connector
  32. assets:
  33. my_runtime_asset_name:
  34. class_name: Asset
  35. module_name: great_expectations.datasource.data_connector.asset
  36. batch_identifiers:
  37. - runtime_batch_identifier_name
  38. config_variables_file_path: uncommitted/config_variables.yml
  39. # The plugins_directory will be added to your python path for custom modules
  40. # used to override and extend Great Expectations.
  41. plugins_directory: plugins/
  42. stores:
  43. # Stores are configurable places to store things like Expectations, Validations
  44. # Data Docs, and more. These are for advanced users only - most users can simply
  45. # leave this section alone.
  46. #
  47. # Three stores are required: expectations, validations, and
  48. # evaluation_parameters, and must exist with a valid store entry. Additional
  49. # stores can be configured for uses such as data_docs, etc.
  50. expectations_store:
  51. class_name: ExpectationsStore
  52. store_backend:
  53. class_name: TupleFilesystemStoreBackend
  54. base_directory: expectations/
  55. validations_store:
  56. class_name: ValidationsStore
  57. store_backend:
  58. class_name: TupleFilesystemStoreBackend
  59. base_directory: uncommitted/validations/
  60. evaluation_parameter_store:
  61. class_name: EvaluationParameterStore
  62. checkpoint_store:
  63. class_name: CheckpointStore
  64. store_backend:
  65. class_name: TupleFilesystemStoreBackend
  66. suppress_store_backend_id: true
  67. base_directory: checkpoints/
  68. profiler_store:
  69. class_name: ProfilerStore
  70. store_backend:
  71. class_name: TupleFilesystemStoreBackend
  72. suppress_store_backend_id: true
  73. base_directory: profilers/
  74. expectations_store_name: expectations_store
  75. validations_store_name: validations_store
  76. evaluation_parameter_store_name: evaluation_parameter_store
  77. checkpoint_store_name: checkpoint_store
  78. data_docs_sites:
  79. # Data Docs make it simple to visualize data quality in your project. These
  80. # include Expectations, Validations & Profiles. The are built for all
  81. # Datasources from JSON artifacts in the local repo including validations &
  82. # profiles from the uncommitted directory. Read more at https://docs.greatexpectations.io/docs/terms/data_docs
  83. local_site:
  84. class_name: SiteBuilder
  85. show_how_to_buttons: true
  86. store_backend:
  87. class_name: TupleFilesystemStoreBackend
  88. base_directory: uncommitted/data_docs/local_site/
  89. site_index_builder:
  90. class_name: DefaultSiteIndexBuilder
  91. anonymous_usage_statistics:
  92. data_context_id: 1ba13460-d291-4089-b6db-f251f84bac90
  93. enabled: true
  94. notebooks:
  95. include_rendered_content:
  96. globally: false
  97. expectation_suite: false
  98. expectation_validation_result: false
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