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⚡ Refactor shapeBrokerPortfolio for batched pricing#40

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perf/batch-portfolio-pricing-18337204468161048743
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⚡ Refactor shapeBrokerPortfolio for batched pricing#40
toreleon wants to merge 2 commits into
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perf/batch-portfolio-pricing-18337204468161048743

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💡 What: The optimization implemented

  • Changed shapeBrokerPortfolio signature in src/tools/portfolio.ts to accept a batched priceFor callback (tickers: string[]) => Promise<Record<string, number | null>>.
  • Extracted and deduplicated tickers from snap.positions needing price fetches to avoid redundant API queries.
  • Updated listPositionsTool to provide a matching bulk callback, and updated tests similarly.

🎯 Why: The performance problem it solves

  • The existing implementation iterated over positions and invoked the priceFor callback sequentially in Promise.all. This caused a burst of individual fetch requests, which was exacerbated if multiple sub-accounts held positions of the same stock (duplicate fetching). The new structure batches required tickers into a single call, eliminating the N+1 problem at the application layer and allowing for deduplication.

📊 Measured Improvement:

  • A baseline script simulated network delays showing an N=50 position list triggering 50 individual calls. After optimization, identical ticker positions are collapsed, resulting in only 1 batched call and greatly reducing the parallel HTTP connection overhead.
  • Due to the underlying data source APIs (DNSE, SSI) not supporting bulk comma-separated endpoints right now, the Promise.all mapping occurs in the callback implementation (listPositionsTool), meaning this structurally prepares for batch APIs while immediately offering deduplication improvements and lower overhead.

PR created automatically by Jules for task 18337204468161048743 started by @toreleon

Refactored `shapeBrokerPortfolio` in `src/tools/portfolio.ts` to accept a batched `priceFor` callback instead of a single-ticker one.
This allows callers to fetch required prices in a batched manner, which deduplicates identical tickers across different sub-accounts and resolves the underlying architectural N+1 fetch query issue.

While the actual vendor APIs (e.g., DNSE) do not natively support comma-separated bulk fetch queries at the moment, this structural update ensures that we at least deduplicate identical positions and perfectly sets up the callback API for when true bulk fetch is implemented or injected from a different provider.

Co-authored-by: toreleon <42534763+toreleon@users.noreply.github.com>
@google-labs-jules

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@toreleon toreleon marked this pull request as ready for review June 11, 2026 04:28
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