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Leftmost Index via Binary Search (bisect_left)
Trade-Size Tier Histogram via Right-Inclusive Edges
Count K-Tick Windows With Every Quote Inside the Tolerance Band
Count of Strictly-Positive Net-Inflow K-Period Windows
Counterparty Activity Shift: Largest Trade-Count Differential Across Two Sessions
Counterparty Gross-Notional Aggregator: Magnitude-Sorted Roll-Up
Counterparty Rotation Indicator: Day-Over-Day Symmetric-Difference Series
Recursive Binary Decision-Tree Evaluator
Per-Side Dense-Rank Annotation for the Day's Blotter
First Day Cumulative PnL Crosses Threshold
Fills-Audit Frequency Probe: First Order-ID Whose Lifecycle Hits Exactly k FIX Events
Count Connected Components in an Undirected Graph
Greedy Coin Change on a Canonical Denomination Set
Merge Overlapping Quote-Validity Windows
Merge Two Sorted Lists — Iterative Two-Pointer
Minimum Concurrent Streaming Jobs for Execution Windows
Minimum Tickers for Liquidity Coverage
Order-Event Footprint: Most-Frequent Consecutive Event-Pair
Lag-1 Sample Autocorrelation of a Time Series
Peak Inventory Day After Batched Range-Update Trades
Recursive Walk Down a Hierarchical Rebate-Tier Tree
Valid Palindrome (Alphanumeric, Case-Insensitive)