Python client library for DataQA

Author: stuartquin

.gitignore

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+# Created by https://www.toptal.com/developers/gitignore/api/python
+# Edit at https://www.toptal.com/developers/gitignore?templates=python
+
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dataqa/__init__.py

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+from dataqa.publish import DataQA

dataqa/column_mapping.py

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+from typing import Optional
+
+from dataclasses import dataclass
+
+
+class PredictionTask:
+    # Anything else is not supported
+    REGRESSION: str = "regression"
+    CLASSIFICATION: str = "classification"
+
+
+ALL_PREDICTION_TASKS = [PredictionTask.REGRESSION, PredictionTask.CLASSIFICATION]
+
+
+@dataclass
+class PredictionColumn:
+    prediction_column: str
+    ground_truth_column: str
+    task: str
+
+
+@dataclass
+class ColumnMapping:
+    numerical_columns: Optional[list[str]] = None
+    categorical_columns: Optional[list[str]] = None
+    text_columns: Optional[list[str]] = None
+    time_columns: Optional[list[str]] = None
+    prediction_columns: Optional[list[PredictionColumn]] = None
+
+
+class ColumnType:
+    # Anything else is not supported
+    CATEGORICAL: str = "categorical"
+    NUMERICAL: str = "numerical"
+    TEXT: str = "text"
+    TIME: str = "time"