How to use clean_foreign_keys method in autotest

Best Python code snippet using autotest_python Github


Full Screen

...7import os8def clean_table(settings, foreign_keys, table):9 print("START CLEANING TABLE " + df_to_clean = table.df.copy()11 cleaned_df = clean_foreign_keys(settings.on_foreign_key_violation,, df_to_clean, foreign_keys)12 cleaned_df = clean_denial_constraints(settings.on_denial_constraint_violation, table, cleaned_df)13 if not settings.on_functional_dependency_violation == OnFunctionalDependencyViolation.IGNORE:14 cleaned_df = clean_functional_dependencies(settings.on_functional_dependency_violation, table, cleaned_df)15 cleaned_df = clean_dates(table, cleaned_df)16 cleaned_df = clean_duplicates(settings.on_duplicate_detect, table, cleaned_df)17 cleaned_df = clean_outliers(table, cleaned_df)18 cleaned_df = clean_null_values(table, cleaned_df)19 cleaned_df = clean_clustered_columns(table, cleaned_df)20 path = table.path21 cleaned_at ="%Y-%m-%d--%H-%M-%S")22 filename = + "_CLEANED_" + cleaned_at + ".csv"23 path_and_filename = os.path.join(path, filename)24 cleaned_df.to_csv(path_and_filename, index=False)25 print("FINISHED CLEANING TABLE: saving cleaned table to " + path_and_filename)26def clean_foreign_keys(on_fk_violation_action, table_name, df, foreign_keys):27 if on_fk_violation_action == OnForeignKeyViolation.IGNORE:28 return df29 try:30 df_copy = df.copy()31 fks = foreign_keys.get_fks_with_violations(table_name)32 if len(fks) == 0:33 if on_fk_violation_action == OnForeignKeyViolation.FLAG:34 df_copy["FOREIGN_KEY_VIOLATION"] = False35 df_copy["FOREIGN_KEY_VIOLATION_INFO"] = ""36 return df_copy37 if on_fk_violation_action == OnForeignKeyViolation.FLAG:38 flag = pd.Series(np.full(len(df_copy.index), False), index=df_copy.index)39 flag_message = pd.Series([''] * len(df_copy.index), index=df_copy.index)40 for fk in fks:...

Full Screen

Full Screen Github


Full Screen

...26 for field in cls._meta.fields:27 cls.field_dict[] = field28 return cls.field_dict29 @classmethod30 def clean_foreign_keys(cls, data):31 """\32 -Convert foreign key fields in data from <field>_id to just33 <field>.34 -replace foreign key objects with their IDs35 This method modifies data in-place.36 """37 for field in cls._meta.fields:38 if not field.rel:39 continue40 if (field.attname != and41 field.attname in data):42 data[] = data[field.attname]43 del data[field.attname]44 if not in data:...

Full Screen

Full Screen

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.

LambdaTest Learning Hubs:


You could also refer to video tutorials over LambdaTest YouTube channel to get step by step demonstration from industry experts.

Run autotest automation tests on LambdaTest cloud grid

Perform automation testing on 3000+ real desktop and mobile devices online.

Try LambdaTest Now !!

Get 100 minutes of automation test minutes FREE!!

Next-Gen App & Browser Testing Cloud

Was this article helpful?