Add validate_df task to OutlookToADLS flow
#788
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gwieloch
requested changes
Oct 26, 2023
viadot/flows/outlook_to_adls.py
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| @@ -29,6 +30,7 @@ def __init__( | |||
| limit: int = 10000, | |||
| timeout: int = 3600, | |||
| if_exists: Literal["append", "replace", "skip"] = "append", | |||
| validation_df_dict: dict = None, | |||
There was a problem hiding this comment.
validate_df_dict: dict = None,
viadot/flows/outlook_to_adls.py
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| @@ -54,6 +56,8 @@ def __init__( | |||
| timeout(int, optional): The amount of time (in seconds) to wait while running this task before | |||
| a timeout occurs. Defaults to 3600. | |||
| if_exists (Literal['append', 'replace', 'skip'], optional): What to do if the local file already exists. Defaults to "append". | |||
| validation_df_dict (dict, optional): An optional dictionary to verify the received dataframe. | |||
viadot/flows/outlook_to_adls.py
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| @@ -65,6 +69,9 @@ def __init__( | |||
| self.local_file_path = local_file_path | |||
| self.if_exsists = if_exists | |||
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| # Validate DataFrame | |||
| self.validation_df_dict = validation_df_dict | |||
viadot/flows/outlook_to_adls.py
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| @@ -98,6 +105,11 @@ def gen_flow(self) -> Flow: | |||
| dfs = apply_map(self.gen_outlook_df, self.mailbox_list, flow=self) | |||
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| df = union_dfs_task.bind(dfs, flow=self) | |||
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| if self.validation_df_dict: | |||
| validation = validate_df(df=df, tests=self.validation_df_dict, flow=self) | |||
gwieloch
approved these changes
Oct 26, 2023
m-paz
approved these changes
Oct 26, 2023
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Summary
validate_df_dictparameter toOutlookToADLSflowOutlookToADLSflowImportance
New functionality to check the data
Checklist
This PR:
CONTRIBUTING.mdCHANGELOG.md