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- Bulk-fetch all variables for the study once before the loop - Map variables by form_id for O(1) local lookup - Eliminates N+1 API call pattern in export_to_sql_by_form Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>
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- Bulk-fetch all variables for the study once before the loop - Map variables by form_id for O(1) local lookup - Eliminates N+1 API call pattern in export_to_sql_by_form - Updated unit tests to reflect optimized API call count and variable attributes Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>
💡 What:
Optimized the
export_to_sql_by_formfunction insrc/imednet/integrations/export.pyto eliminate an N+1 query pattern. Instead of making a remote API call for each form to fetch its variables, the function now fetches all variables for the study in a single bulk request and groups them byform_idlocally using a dictionary.🎯 Why:
Previously, the loop executed
sdk.variables.list(..., formId=form.form_id)for every form in theformslist. For studies with many forms, this resulted in significant I/O overhead and slow export performance. Bulk-fetching variables reduces the number of API calls from N+1 to 1 (plus the initial forms list call).📊 Measured Improvement:
sdk.variables.listfor 5 forms.sdk.variables.listfor any number of forms.Verified with a reproduction script that confirmed the call count reduction and ensured functionality remains intact. Static analysis with
mypypassed successfully.PR created automatically by Jules for task 4238338433989229310 started by @fderuiter