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Python

Node​

Node Description​

Runs user-defined Python function on results of query on Ganymede data lake.

Retrieves table(s) from Ganymede data lake, processes via user-defined Python function, and stores result table(s) to Ganymede data lake.

Node Attributes​

  • output_table_results

Notes​

In the execute function, returning NodeReturn(tables_to_upload={'results': df}) would render the DataFrame df in the Flow Editor if Table Head visualization is enabled.

User-Defined Python​

Process tabular data from user-defined SQL query, writing results back to data lake. Data is written to the output bucket.

Parameters​

  • df_sql_result : pd.DataFrame | list[pd.DataFrame]
    • Table(s) or list of tables retrieved from user-defined SQL query
  • ganymede_context : GanymedeContext
    • Ganymede context variable, which stores flow run metadata

Returns​

NodeReturn Object containing data to store in data lake and/or file storage. NodeReturn object takes 2 parameters:

  • tables_to_upload: dict[str, pd.DataFrame] keys are table names, values are pandas DataFrames to upload
  • files_to_upload: dict[str, bytes] keys are file names, values are file data to upload

Notes​

Files can also be retrieved and processed using the list_files and retrieve_files functions. Documentation on these functions can be found at https://docs.ganymede.bio/sdk/GanymedeClass