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from_title: "Fix: None guard for PitchingCardRatings in pitcher sorting functions"
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to_id: e014f59b-60ff-4602-91bc-076b3a73f0e8
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to_title: "Fix: batch PitchingCardRatings lookup in pitcher sort (paper-dynasty-database #19)"
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strength: 0.77
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created: "2026-03-04T02:04:45.819294+00:00"
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updated: "2026-03-04T02:04:45.819294+00:00"
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Auto-edge: Fix: None guard for PitchingCardRatings in pitcher sorting functions → Fix: batch PitchingCardRatings lookup in pitcher sort (paper-dynasty-database #19)
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from_title: "Fix: None guard for PitchingCardRatings in pitcher sorting functions"
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to_title: "Issue poller: paper-dynasty-database#19 (success)"
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strength: 0.82
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created: "2026-03-04T02:04:45.852967+00:00"
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updated: "2026-03-04T02:04:45.852967+00:00"
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---
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Auto-edge: Fix: None guard for PitchingCardRatings in pitcher sorting functions → Issue poller: paper-dynasty-database#19 (success)
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from_title: "Fix: None guard for PitchingCardRatings in pitcher sorting functions"
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to_id: a99673ab-2ded-48c5-9563-30df7bf4a465
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to_title: "PR review: paper-dynasty-database#44 — batch-fetch PitchingCardRatings N+1 fix"
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strength: 0.73
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created: "2026-03-04T02:04:45.884241+00:00"
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updated: "2026-03-04T02:04:45.884241+00:00"
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---
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Auto-edge: Fix: None guard for PitchingCardRatings in pitcher sorting functions → PR review: paper-dynasty-database#44 — batch-fetch PitchingCardRatings N+1 fix
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@ -6,7 +6,7 @@ tags: [paper-dynasty-database, python, peewee, pandas, performance, fix, n+1-que
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importance: 0.65
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confidence: 0.8
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created: "2026-03-03T23:04:16.395675+00:00"
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updated: "2026-03-03T23:04:17.048422+00:00"
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updated: "2026-03-04T02:04:45.819294+00:00"
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edge_id: f05df710-e8a1-422e-897c-d58c02e984e3
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---
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## Problem
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@ -6,7 +6,23 @@ tags: [paper-dynasty-database, python, fastapi, peewee, bug, none-guard, attribu
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importance: 0.6
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created: "2026-03-04T02:04:45.243323+00:00"
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updated: "2026-03-04T02:04:45.243323+00:00"
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updated: "2026-03-04T02:04:45.884241+00:00"
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---
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## Problem
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@ -6,7 +6,13 @@ tags: [issue-poller, paper-dynasty-database, automation]
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importance: 0.5
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confidence: 0.8
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created: "2026-03-03T23:04:23.418465+00:00"
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updated: "2026-03-03T23:04:23.418465+00:00"
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updated: "2026-03-04T02:04:45.852967+00:00"
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---
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Attempted paper-dynasty-database#19 — Replace per-row PitchingCardRatings lookup with batched fetch in pitcher sort. Status: success. Summary: Replaced per-row PitchingCardRatings get_or_none calls with a single batched SELECT + dict lookup in both sort_pitchers and sort_starters, reducing 2N queries to 1.. PR: https://git.manticorum.com/cal/paper-dynasty-database/pulls/44. Cost: $0.9319824999999999
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@ -6,7 +6,7 @@ tags: [pr-reviewer, paper-dynasty-database, python, peewee, pandas, performance,
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importance: 0.4
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confidence: 0.8
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created: "2026-03-03T23:17:50.809941+00:00"
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updated: "2026-03-03T23:17:51.214127+00:00"
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updated: "2026-03-04T02:04:45.884241+00:00"
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edge_id: 4d81e769-4409-434b-9d17-18b23ed38727
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---
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## PR #44 Review: batch-fetch PitchingCardRatings instead of per-row queries
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