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feat: Implement mathematical modeling for streaming API timeouts#21

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feat: Implement mathematical modeling for streaming API timeouts#21
BingqingLyu wants to merge 1 commit into
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@BingqingLyu

@BingqingLyu BingqingLyu commented Apr 27, 2026

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This PR addresses GitHub issue QwenLM#239 by implementing a comprehensive mathematical model for predicting and preventing streaming API timeouts. Key changes include:\n\n- Created StreamingTimeoutModel with adaptive timeout calculations based on request characteristics\n- Enhanced OpenAIContentGenerator with improved timeout handling and error messaging\n- Added CLI options for configuring timeout and retry behavior\n- Added configuration recommendations based on request analysis\n- Included comprehensive tests for the new timeout model\n- Added documentation explaining the modeling approach\n\nThe solution transforms a frustrating timeout issue into an opportunity for intelligent, adaptive system behavior that improves the user experience for large and complex requests.

This commit addresses GitHub issue QwenLM#239 by implementing a comprehensive mathematical model for predicting and preventing streaming API timeouts. Key changes include:

- Created StreamingTimeoutModel with adaptive timeout calculations based on request characteristics

- Enhanced OpenAIContentGenerator with improved timeout handling and error messaging

- Added CLI options for configuring timeout and retry behavior

- Added configuration recommendations based on request analysis

- Included comprehensive tests for the new timeout model

- Added documentation explaining the modeling approach
@BingqingLyu

BingqingLyu commented May 7, 2026

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Conflict Group 1

This PR shares modified functions with 15 other PR(s): #10, #112, #113, #114, #117, #14, #17, #18, #22, #31, #36, #46, #7, #86, #88.

These PRs should be reviewed as a batch — merging one may affect the others.

Function File Also modified by
parseApprovalModeValue config.ts #10, #112, #113, #114, #117, #22, #36, #46, #86, #88
parseArguments config.ts #10, #112, #113, #114, #117, #14, #17, #18, #22, #31, #36, #46, #7, #86, #88
graph LR
    PR21["PR #21"]
    FparseApprovalModeValue_6977["parseApprovalModeValue<br>config.ts"]
    PR21 -->|modifies| FparseApprovalModeValue_6977
    PR10["PR #10"]
    PR10 -->|modifies| FparseApprovalModeValue_6977
    PR112["PR #112"]
    PR112 -->|modifies| FparseApprovalModeValue_6977
    PR113["PR #113"]
    PR113 -->|modifies| FparseApprovalModeValue_6977
    PR114["PR #114"]
    PR114 -->|modifies| FparseApprovalModeValue_6977
    PR117["PR #117"]
    PR117 -->|modifies| FparseApprovalModeValue_6977
    PR22["PR #22"]
    PR22 -->|modifies| FparseApprovalModeValue_6977
    PR36["PR #36"]
    PR36 -->|modifies| FparseApprovalModeValue_6977
    PR46["PR #46"]
    PR46 -->|modifies| FparseApprovalModeValue_6977
    PR86["PR #86"]
    PR86 -->|modifies| FparseApprovalModeValue_6977
    PR88["PR #88"]
    PR88 -->|modifies| FparseApprovalModeValue_6977
    FparseArguments_6977["parseArguments<br>config.ts"]
    PR21 -->|modifies| FparseArguments_6977
    PR10 -->|modifies| FparseArguments_6977
    PR112 -->|modifies| FparseArguments_6977
    PR113 -->|modifies| FparseArguments_6977
    PR114 -->|modifies| FparseArguments_6977
    PR117 -->|modifies| FparseArguments_6977
    PR14["PR #14"]
    PR14 -->|modifies| FparseArguments_6977
    PR17["PR #17"]
    PR17 -->|modifies| FparseArguments_6977
    PR18["PR #18"]
    PR18 -->|modifies| FparseArguments_6977
    PR22 -->|modifies| FparseArguments_6977
    PR31["PR #31"]
    PR31 -->|modifies| FparseArguments_6977
    PR36 -->|modifies| FparseArguments_6977
    PR46 -->|modifies| FparseArguments_6977
    PR7["PR #7"]
    PR7 -->|modifies| FparseArguments_6977
    PR86 -->|modifies| FparseArguments_6977
    PR88 -->|modifies| FparseArguments_6977
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conflicting-group-1 Conflicting PR group 1 — review as a batch conflicting-pr Shares at least one cross-PR dependency with other PRs

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