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test(clean) : add tests for clean_url
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| """ | ||
| module for testing the functions `clean_url()` and `validate_url()`. | ||
| """ | ||
|
|
||
| import logging | ||
|
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||
| import numpy as np | ||
| import pandas as pd | ||
| import pytest | ||
|
|
||
| from ...clean import clean_url, validate_url | ||
|
|
||
| LOGGER = logging.getLogger(__name__) | ||
|
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|
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| @pytest.fixture(scope="module") # type: ignore | ||
| def df_urls() -> pd.DataFrame: | ||
| df = pd.DataFrame( | ||
| { | ||
| "messy_url": [ | ||
| "random text which is not a url", | ||
| "http://www.facebookee.com/otherpath?auth=facebookeeauth&token=iwusdkc¬_token=hiThere&another_token=12323423", | ||
| "https://www.sfu.ca/ficticiouspath?auth=sampletoken1&studentid=1234&loc=van", | ||
| "notaurl", | ||
| np.nan, | ||
| None, | ||
| "https://www.sfu.ca/ficticiouspath?auth=sampletoken2&studentid=1230&loc=bur", | ||
| "", | ||
| {"not_a_url": True}, | ||
| "2345678", | ||
| 345345345, | ||
| "https://www.sfu.ca/ficticiouspath?auth=sampletoken3&studentid=1231&loc=sur", | ||
| "https://www.sfu.ca/ficticiouspath?auth=sampletoken1&studentid=1232&loc=van", | ||
| ] | ||
| } | ||
| ) | ||
| return df | ||
|
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||
|
|
||
| def test_clean_default(df_urls: pd.DataFrame) -> None: | ||
| df_clean = clean_url(df_urls, column="messy_url") | ||
| df_check = df_urls.copy() | ||
| df_check["messy_url_details"] = [ | ||
| np.nan, | ||
| { | ||
| "scheme": "http", | ||
| "host": "www.facebookee.com", | ||
| "messy_url_clean": "http://www.facebookee.com/otherpath", | ||
| "queries": { | ||
| "auth": "facebookeeauth", | ||
| "token": "iwusdkc", | ||
| "not_token": "hiThere", | ||
| "another_token": "12323423", | ||
| }, | ||
| }, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"auth": "sampletoken1", "studentid": "1234", "loc": "van"}, | ||
| }, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"auth": "sampletoken2", "studentid": "1230", "loc": "bur"}, | ||
| }, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"auth": "sampletoken3", "studentid": "1231", "loc": "sur"}, | ||
| }, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"auth": "sampletoken1", "studentid": "1232", "loc": "van"}, | ||
| }, | ||
| ] | ||
|
|
||
| assert df_check.equals(df_clean) | ||
|
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|
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| def test_clean_split(df_urls: pd.DataFrame) -> None: | ||
| df_clean = clean_url(df_urls, column="messy_url", split=True) | ||
| df_check = df_urls.copy() | ||
|
|
||
| df_check["scheme"] = [ | ||
| np.nan, | ||
| "http", | ||
| "https", | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| "https", | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| "https", | ||
| "https", | ||
| ] | ||
| df_check["host"] = [ | ||
| np.nan, | ||
| "www.facebookee.com", | ||
| "www.sfu.ca", | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| "www.sfu.ca", | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| "www.sfu.ca", | ||
| "www.sfu.ca", | ||
| ] | ||
| df_check["messy_url_clean"] = [ | ||
| np.nan, | ||
| "http://www.facebookee.com/otherpath", | ||
| "https://www.sfu.ca/ficticiouspath", | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| "https://www.sfu.ca/ficticiouspath", | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| "https://www.sfu.ca/ficticiouspath", | ||
| "https://www.sfu.ca/ficticiouspath", | ||
| ] | ||
| df_check["queries"] = [ | ||
| np.nan, | ||
| { | ||
| "auth": "facebookeeauth", | ||
| "token": "iwusdkc", | ||
| "not_token": "hiThere", | ||
| "another_token": "12323423", | ||
| }, | ||
| {"auth": "sampletoken1", "studentid": "1234", "loc": "van"}, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| {"auth": "sampletoken2", "studentid": "1230", "loc": "bur"}, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| {"auth": "sampletoken3", "studentid": "1231", "loc": "sur"}, | ||
| {"auth": "sampletoken1", "studentid": "1232", "loc": "van"}, | ||
| ] | ||
|
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||
| assert df_clean.equals(df_check) | ||
|
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|
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| def test_remove_auth_boolean(df_urls: pd.DataFrame) -> None: | ||
| df_clean = clean_url(df_urls, column="messy_url", remove_auth=True, report=False) | ||
| df_check = df_urls.copy() | ||
|
|
||
| df_check["messy_url_details"] = [ | ||
| np.nan, | ||
| { | ||
| "scheme": "http", | ||
| "host": "www.facebookee.com", | ||
| "messy_url_clean": "http://www.facebookee.com/otherpath", | ||
| "queries": {"not_token": "hiThere", "another_token": "12323423"}, | ||
| }, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"studentid": "1234", "loc": "van"}, | ||
| }, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"studentid": "1230", "loc": "bur"}, | ||
| }, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"studentid": "1231", "loc": "sur"}, | ||
| }, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"studentid": "1232", "loc": "van"}, | ||
| }, | ||
| ] | ||
|
|
||
| assert df_check.equals(df_clean) | ||
|
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||
|
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| def test_remove_auth_list(df_urls: pd.DataFrame) -> None: | ||
| df_clean = clean_url(df_urls, column="messy_url", remove_auth=["not_token"], report=False) | ||
| df_check = df_urls.copy() | ||
|
|
||
| df_check["messy_url_details"] = [ | ||
| np.nan, | ||
| { | ||
| "scheme": "http", | ||
| "host": "www.facebookee.com", | ||
| "messy_url_clean": "http://www.facebookee.com/otherpath", | ||
| "queries": {"another_token": "12323423"}, | ||
| }, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"studentid": "1234", "loc": "van"}, | ||
| }, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"studentid": "1230", "loc": "bur"}, | ||
| }, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"studentid": "1231", "loc": "sur"}, | ||
| }, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"studentid": "1232", "loc": "van"}, | ||
| }, | ||
| ] | ||
|
|
||
| assert df_check.equals(df_clean) | ||
|
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||
|
|
||
| def test_clean_inplace(df_urls: pd.DataFrame) -> None: | ||
| df_clean = clean_url(df_urls, column="messy_url", inplace=True, report=False) | ||
| df_check = pd.DataFrame( | ||
| { | ||
| "messy_url_details": [ | ||
| np.nan, | ||
| { | ||
| "scheme": "http", | ||
| "host": "www.facebookee.com", | ||
| "messy_url_clean": "http://www.facebookee.com/otherpath", | ||
| "queries": { | ||
| "auth": "facebookeeauth", | ||
| "token": "iwusdkc", | ||
| "not_token": "hiThere", | ||
| "another_token": "12323423", | ||
| }, | ||
| }, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"auth": "sampletoken1", "studentid": "1234", "loc": "van"}, | ||
| }, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"auth": "sampletoken2", "studentid": "1230", "loc": "bur"}, | ||
| }, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| np.nan, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"auth": "sampletoken3", "studentid": "1231", "loc": "sur"}, | ||
| }, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"auth": "sampletoken1", "studentid": "1232", "loc": "van"}, | ||
| }, | ||
| ] | ||
| } | ||
| ) | ||
| assert df_check.equals(df_clean) | ||
|
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|
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| def test_clean_errors_ignore(df_urls: pd.DataFrame) -> None: | ||
| df_clean = clean_url(df_urls, column="messy_url", report=False, errors="ignore") | ||
| df_check = df_urls.copy() | ||
|
|
||
| df_check["messy_url_details"] = [ | ||
| "random text which is not a url", | ||
| { | ||
| "scheme": "http", | ||
| "host": "www.facebookee.com", | ||
| "messy_url_clean": "http://www.facebookee.com/otherpath", | ||
| "queries": { | ||
| "auth": "facebookeeauth", | ||
| "token": "iwusdkc", | ||
| "not_token": "hiThere", | ||
| "another_token": "12323423", | ||
| }, | ||
| }, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"auth": "sampletoken1", "studentid": "1234", "loc": "van"}, | ||
| }, | ||
| "notaurl", | ||
| np.nan, | ||
| None, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"auth": "sampletoken2", "studentid": "1230", "loc": "bur"}, | ||
| }, | ||
| "", | ||
| {"not_a_url": True}, | ||
| "2345678", | ||
| 345345345, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"auth": "sampletoken3", "studentid": "1231", "loc": "sur"}, | ||
| }, | ||
| { | ||
| "scheme": "https", | ||
| "host": "www.sfu.ca", | ||
| "messy_url_clean": "https://www.sfu.ca/ficticiouspath", | ||
| "queries": {"auth": "sampletoken1", "studentid": "1232", "loc": "van"}, | ||
| }, | ||
| ] | ||
|
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| assert df_clean.equals(df_check) | ||
|
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|
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| def test_validate_value() -> None: | ||
| assert validate_url("ksjdhfskjdh") == False | ||
| assert validate_url("http://www.facebook.com") == True | ||
| assert ( | ||
| validate_url("https://www.sfu.ca/ficticiouspath?auth=sampletoken2&studentid=1230&loc=bur") | ||
| == True | ||
| ) | ||
| assert validate_url(np.nan) == False | ||
| assert validate_url("") == False | ||
|
|
||
|
|
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| def test_validate_series(df_urls: pd.DataFrame) -> None: | ||
| df_valid = validate_url(df_urls["messy_url"]) | ||
| df_check = pd.Series( | ||
| [ | ||
| False, | ||
| True, | ||
| True, | ||
| False, | ||
| False, | ||
| False, | ||
| True, | ||
| False, | ||
| False, | ||
| False, | ||
| False, | ||
| True, | ||
| True, | ||
| ] | ||
| ) | ||
| assert df_check.equals(df_valid) |