How to use validate_tail method in pandera

Best Python code snippet using pandera_python

test_decorators.py

Source:test_decorators.py Github

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...251 @check_io(df=schema, out=schema, head=1)252 def validate_head(df):253 return df254 @check_io(df=schema, out=schema, tail=1)255 def validate_tail(df):256 return df257 @check_io(df=schema, out=schema, sample=1, random_state=100)258 def validate_sample(df):259 return df260 @check_io(df=schema, out=schema, lazy=True)261 def validate_lazy(df):262 return df263 @check_io(df=schema, out=schema, inplace=True)264 def validate_inplace(df):265 return df266 df1 = pd.DataFrame({"col": [1, 1, 1]})267 df2 = pd.DataFrame({"col": [2, 2, 2]})268 invalid_df = pd.DataFrame({"col": [-1, -1, -1]})269 expected = pd.DataFrame({"col": [3, 3, 3]})...

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__init__.py

Source: __init__.py Github

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...27 cmd.append(f"--{flag.replace('_', '-')}")28 if in_args.tail:29 cmd.append(f"--tail={in_args.tail}")30 subprocess.call(cmd)31def validate_tail(in_tail):32 """33 Validate the --tail input34 """35 if isinstance(in_tail, int):36 return in_tail37 else:38 if in_tail == "all":39 return in_tail40 else:41 try:42 out_tail = int(in_tail)43 if out_tail > 0:44 return out_tail45 else:...

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