Add DatasetSchema and ColumnSchema core infrastructure#247
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GaganNarula wants to merge 4 commits into
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GaganNarula
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Mar 3, 2026
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| # RFC: Dataset Schema System | |||
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| **Status:** Draft | |||
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@mil-ad I think we could discuss this, and then with our answers it'll be easier to guide schema development ?
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Summary
esp_data/schema.pywithDatasetSchema,ColumnSchema, andSchemaValidationErrorget_dtype()method toDataBackendprotocol and its pandas/polars implementationsschemaclass attribute and_validate_schema()method to baseDatasetclassesp_data.__init__Part of
Stacked PR 1/4 for issue #227. Subsequent PRs add tests, per-dataset schemas, and description fields.
Test plan
from esp_data import DatasetSchema, ColumnSchemaworks