Pull Request已成功合入, 合并人@CANN-robot
（感谢 郑文惠 的贡献）
变更摘要
此 PR 主要对 MQSMLA（Mixed Quant Sparse Flash MLA）的 pytest 测试框架进行了重构：将命名从 QSMLA/qsmla 统一更正为 MQSMLA/mqsmla；新增通过 Excel 表格筛选指定用例的功能（MQSMLA_BATCH_TEST_MODE=1）；同时修复了 Network.forward 中算子调用时将 ori_topk_length、cmp_topk_length、cu_seqlens_ori_kv、cu_seqlens_cmp_kv 等参数从硬编码 None 改为正确传入实际值的问题。
主要改动
-
统一命名 QSMLA → MQSMLA：所有文件中的函数名（如
test_qsmla_quant_process_ci→test_mqsmla_quant_process_ci）、内部函数（如qsmla→mqsmla）、环境变量前缀（如QSMLA_PT_DIR→MQSMLA_PT_DIR）及默认目录名（qsmla_testcase→mqsmla_testcase）均统一更名为 MQSMLA。 -
新增 Excel 表格筛选批跑模式：在
test_mixed_quant_sparse_flash_mla_batch.py和test_mixed_quant_sparse_flash_mla_batch_graph.py中引入MQSMLA_BATCH_TEST_MODE环境变量，当值为1时从MQSMLA_EXCEL_PATH指定的 Excel 中读取Testcase_Name列，仅运行匹配的.pt用例文件。 -
修复算子参数传递：
mixed_quant_sparse_flash_mla_process.py中Network.forward原先对ori_topk_length和cmp_topk_length硬编码传None，对cu_seqlens_ori_kv/cu_seqlens_cmp_kv在调用算子时才调用.npu()；现在改为直接使用函数入参。同步在test_mqsmla_quant_process_graph中显式传入cu_seqlens_ori_kv和cu_seqlens_cmp_kv参数。 -
结果保存路径类型修正：
test_mixed_quant_sparse_flash_mla_batch.py和test_mixed_quant_sparse_flash_mla_batch_graph.py中调用utils.save_result时，结果路径由result_path（字符串）改为Path(result_path)，确保路径对象类型一致。
郑文惠
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PR Approval Progress
✅ Congratulations! All modules have met the lgtm and approve requirements.
Module Approval Details
| module | lgtm status | approve status |
|---|---|---|
| attention | ✅ wangzhe123456789, tang-hao-hw-gitcode (2/2) | ✅ wangzhe123456789, tang-hao-hw-gitcode (2/1) |
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zhengwenhui0817, thanks for your pull request. All authors of the commits have signed the CLA. 👍
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/compile
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| 任务名称 | 状态 | 日志 | 下载链接 |
|---|---|---|---|
| Compile_Ascend_X86 | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_Ascend_ARM | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_Ascend_X86_mobile_station | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_Ascend_X86_experimental | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_Ascend_ARM_experimental | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_Pre | ✅ SUCCESS | >>>>> | |
| pre_comment | ✅ SUCCESS | >>>>> | |
| Compile_Ascend_X86_ubuntu24 | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_Ascend_X86_mobile_station_ubuntu24 | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_Ascend_ARM_ubuntu24 | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_Ascend_X86_experimental_ubuntu24 | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_Ascend_ARM_experimental_ubuntu24 | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_X86_monitor_910b | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_X86_monitor_910c | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_X86_monitor_950 | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_Ascend_X86_experimental_950 | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_Ascend_ARM_experimental_950 | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_Ascend_X86_experimental_950_ubuntu24 | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_Ascend_ARM_experimental_950_ubuntu24 | ✅ SUCCESS | >>>>> | >>>>> |
| Compile_classify | ✅ SUCCESS | >>>>> | |
| Compile_harmony-infer-chs-transformer | ✅ SUCCESS | >>>>> | |
| UT_Test | ✅ SUCCESS | ||
| PreSmoke_A900 | ✅ SUCCESS | >>>>> | |
| API_Check | ✅ SUCCESS | >>>>> | |
| PreSmoke_ATK_Test_A2 | ✅ SUCCESS | >>>>> | |
| UT_Test_report_lcov | ⚠️ WARNING | >>>>> |
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| 任务名称 | 状态 | 日志 | 下载链接 |
|---|---|---|---|
| codecheck | ✅ SUCCESS | >>>>> | |
| SCA | ✅ SUCCESS | >>>>> | |
| antipoison | ✅ SUCCESS | >>>>> | |
| codecheck_style | ✅ SUCCESS | >>>>> | |
| StaticCheck_codespell | ✅ SUCCESS | ||
| StaticCheck_link_validity | ✅ SUCCESS | ||
| StaticCheck_resource_existence | ✅ SUCCESS | ||
| StaticCheck_tag_closed | ✅ SUCCESS | ||
| StaticCheck_markdownlint | ✅ SUCCESS | ||
| codecheck_checkpr | ✅ SUCCESS | ||
| codecheck_precommit | ⚠️ WARNING | >>>>> | >>>>> |
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/approve
/lgtm
/approve
描述
MQSMLA pytest support only run case in excel
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