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⚡ Bolt: Optimize pincode and MLA lookup to O(1)#16

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⚡ Bolt: Optimize pincode and MLA lookup to O(1)#16
google-labs-jules[bot] wants to merge 2 commits into
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bolt-optimize-mla-lookup-11795988497950394933

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Optimized backend/maharashtra_locator.py by changing the internal data structure for pincode and MLA data from list to dict.

  • Why: To improve lookup performance from O(N) to O(1), anticipating dataset growth.
  • How:
    • load_maharashtra_pincode_data now returns Dict[str, Dict].
    • load_maharashtra_mla_data now returns Dict[str, Dict].
    • Updated find_constituency_by_pincode and find_mla_by_constituency to use dictionary lookups.
  • Verification: Added and ran a temporary test script verifying lookup correctness and behavior with non-existent keys. Existing logic relied on finding the first match; the dictionary conversion respects this by only inserting keys if they don't already exist.

PR created automatically by Jules for task 11795988497950394933 started by @RohanExploit

Refactored `backend/maharashtra_locator.py` to cache data as dictionaries
keyed by lookup fields (pincode/constituency) instead of lists.
This reduces lookup time complexity from O(n) to O(1).
Preserved "first match" behavior for duplicate keys.
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Deploy Preview for fixmybharat canceled.

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🔨 Latest commit 8ab1735
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@RohanExploit RohanExploit added ECWoC26 Elite Coders winter of Code and removed ECWoC26 Elite Coders winter of Code labels Jan 14, 2026
@RohanExploit RohanExploit temporarily deployed to bolt-optimize-mla-lookup-11795988497950394933 - vishwaguru-backend PR #16 June 14, 2026 05:32 — with Render Destroyed
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