How to use deserialize_schema method in pandera

Best Python code snippet using pandera_python

dataset_schema.py

Source:dataset_schema.py Github

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...26from tensorflow_metadata.proto.v0 import schema_pb227# pylint: disable=invalid-name28def serialize_schema(schema):29 return (deserialize_schema, (schema.SerializeToString(),))30def deserialize_schema(serialized):31 result = schema_pb2.Schema()32 result.MergeFromString(serialized)33 return result34# Override default pickling.35copyreg.pickle(schema_pb2.Schema, serialize_schema)36@deprecation.deprecated(37 None,38 'Schema is a deprecated, use schema_utils.schema_from_feature_spec '39 'to create a `Schema`')40def Schema(column_schemas):41 """Legacy constructor for a tensorflow_metadata.proto.v0.schema_pb2.Schema.42 Use schema_utils.schema_from_feature_spec instead.43 Args:44 column_schemas: (optional) A dict from logical column names to...

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settings.py

Source:settings.py Github

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...11 user = g.user12 return jsonify(schema.serialize(user.to_dict()))13@settings.route('/v1/settings', methods=['POST'])14@auth.authenticate15@deserialize_schema(schema)16def post_settings(deserialized):17 user = g.user18 search_settings = deserialized['search_settings']19 user.search_settings = SearchSettings(**search_settings)20 search_preferences = deserialized['search_preferences']21 user.search_preferences = SearchPreferences(**search_preferences)22 if user.can_be_activated():23 user.active()24 user.save()...

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schema.py

Source:schema.py Github

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1import colander2from functools import wraps3from flask import request, jsonify4def deserialize_schema(schema):5 def decorator(f):6 @wraps(f)7 def wrapper(*args, **kwargs):8 try:9 deserialized = schema.deserialize(request.json)10 except colander.Invalid as e:11 return jsonify({"schema_error": e.asdict()}), 40012 return f(deserialized, *args, **kwargs)13 return wrapper...

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