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add panas code execution sinks, add proper tests

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amammad
2024-02-23 20:36:00 +04:00
parent 6b63492d6b
commit 3d7db0e46b
2 changed files with 199 additions and 0 deletions
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85
python/ql/test/library-tests/frameworks/pandas/dataframe_query.py Normal file
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import pandas as pd
df = pd.DataFrame({'temp_c': [17.0, 25.0]}, index=['Portland', 'Berkeley'])
df.sample().query("query") # $getCode="query"
df.mod().query("query") # $getCode="query"
pd.eval("pythonExpr", target=df) # $getCode="pythonExpr"
df = pd.read_csv("filepath")
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"
df.copy().query("query") # $getCode="query"
df = pd.read_fwf("filepath")
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"
df = pd.read_pickle("filepath") # $ decodeInput="filepath" decodeOutput=pd.read_pickle(..) decodeFormat=pickle decodeMayExecuteInput
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"
df = pd.read_table("filepath")
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"
df = pd.read_clipboard("filepath")
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"
df = pd.read_excel("filepath")
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"
df = pd.read_html("filepath")
df[0].query("query") # $getCode="query"
df = pd.read_xml("filepath")
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"
df = pd.read_parquet("filepath")
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"
df = pd.read_orc("filepath")
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"
df = pd.read_spss("filepath")
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"
df = pd.read_sql_table("filepath", 'postgres:///db_name')
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"
df = pd.read_sql_query("filepath", 'postgres:///db_name')
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"
df = pd.read_sql("filepath", 'postgres:///db_name')
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"
df = pd.read_gbq("filepath")
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"
df = pd.read_stata("filepath")
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"
df = pd.read_sas("filepath")
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"
df = pd.read_sas("filepath", iterator=True, chunksize=1)
df.query("query")
df = pd.read_sas("filepath", iterator=False, chunksize=1)
df.query("query")
df = pd.read_sas("filepath", iterator=True, chunksize=None)
df.query("query")
df = pd.read_sas("filepath", iterator=False, chunksize=None)
df.query("query") # $getCode="query"
df.eval("query") # $getCode="query"