Best Python code snippet using pandera_python
dataframe_schema.py
Source:dataframe_schema.py
...37 pd.Timedelta(9, unit="D")]38 })39 def time_df_schema(self):40 self.schema.validate(self.df)41 def mem_df_schema(self):42 self.schema.validate(self.df)43 def peakmem_df_schema(self):44 self.schema.validate(self.df)45class Decorators:46 """47 Benchmarking input and output decorator performance.48 """49 def transformer(df):50 return df.assign(column2=[1, 2, 3])51 def setup(self):52 self.in_schema = DataFrameSchema({"column1": Column(String)})53 self.out_schema = DataFrameSchema({"column2": Column(Int)})54 self.df = pd.DataFrame({"column1": ["a", "b", "c"]})55 def time_check_input(self):56 @check_input(self.in_schema)57 def transform_first_arg(self):...
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