Enhance debug mode #421

pan-x-c · 2025-12-02T07:07:37Z

Description

Save debug output experiences into sqlite database
Make profiling optional
Support dynamically module import

Checklist

Please check the following items before code is ready to be reviewed.

Code has passed all tests
Docstrings have been added/updated in Google Style
Documentation has been updated
Code is ready for review

gemini-code-assist · 2025-12-02T07:08:00Z

Summary of Changes

Hello @pan-x-c, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request significantly upgrades the debugging capabilities by centralizing debug outputs into an SQLite database, making performance profiling an opt-in feature, and introducing dynamic module loading. These changes streamline the debugging workflow, offer better control over resource usage, and enhance the system's adaptability for custom modules.

Highlights

Enhanced Debug Output Management: Debug mode now saves output experiences into an SQLite database within a specified output directory, providing a structured and persistent record.
Optional Performance Profiling: Performance profiling using VizTracer is now optional and can be enabled via a new flag, giving users more control over debug overhead.
Dynamic Module Import Support: The system now supports dynamically importing modules, particularly for workflows, improving flexibility and extensibility.

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gemini-code-assist

Code Review

This pull request enhances the debug mode by allowing debug outputs to be saved to a SQLite database, making performance profiling optional, and adding support for dynamic module imports. The changes are well-implemented across the documentation, application logic, and tests. I have a few suggestions to improve test robustness, ensure interface consistency, and improve code clarity.

tests/cli/launcher_test.py

trinity/buffer/writer/sql_writer.py

docs/sphinx_doc/source/tutorial/develop_workflow.md

pan-x-c · 2025-12-02T07:28:03Z

/unittest-module-utils

pan-x-c · 2025-12-02T07:28:13Z

/unittest-module-cli

github-actions · 2025-12-02T07:31:35Z

Summary

Tests 📝	Passed ✅	Failed ❌	Skipped ⏭️	Other ❓	Flaky 🍂	Duration ⏱️
22	22	0	0	0	0	1m 41s

Tests

Test Name	Status	Duration
tests/utils/eval_utils_test.py::TestComputeScore::test_both_boxed_and_equivalent	✅	55ms
tests/utils/eval_utils_test.py::TestComputeScore::test_both_boxed_and_not_equivalent	✅	1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_empty_ground_truth	✅	2ms
tests/utils/eval_utils_test.py::TestComputeScore::test_empty_solution_string	✅	1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_multiple_boxed_answers_in_solution	✅	2ms
tests/utils/eval_utils_test.py::TestComputeScore::test_solution_boxed_truth_raw_and_equivalent	✅	1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_solution_boxed_truth_raw_and_not_equivalent	✅	1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_solution_not_boxed	✅	1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_solution_raw_and_ground_truth_boxed_equivalent	✅	1ms
tests/utils/eval_utils_test.py::TestMathEvalUtils::test_extract_answer	✅	4ms
tests/utils/eval_utils_test.py::TestMathEvalUtils::test_verify_math_answer	✅	149ms
tests/utils/eval_utils_test.py::TestEvalUtils::test_is_equiv	✅	5ms
tests/utils/log_test.py::LogTest::test_actor_log	✅	10.9s
tests/utils/log_test.py::LogTest::test_group_by_node	✅	4.9s
tests/utils/log_test.py::LogTest::test_no_actor_log	✅	908ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_local_0__workspace_tests_utils_plugins	✅	98ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_local_1_tests_utils_plugins	✅	94ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_remote_0__workspace_tests_utils_plugins	✅	23.1s
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_remote_1_tests_utils_plugins	✅	21.9s
tests/utils/plugin_test.py::TestPluginLoader::test_passing_custom_class_0__workspace_tests_utils_plugins	✅	11.8s
tests/utils/plugin_test.py::TestPluginLoader::test_passing_custom_class_1_tests_utils_plugins	✅	11.4s
tests/utils/registry_test.py::TestRegistry::test_dynamic_import	✅	1ms

Github Test Reporter by CTRF 💚

github-actions · 2025-12-02T07:35:08Z

Summary

Tests 📝	Passed ✅	Failed ❌	Skipped ⏭️	Other ❓	Flaky 🍂	Duration ⏱️
5	5	0	0	0	0	1m 22s

Tests

Test Name	Status	Duration
tests/cli/launcher_test.py::TestLauncherMain::test_debug_mode	✅	53.7s
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_command	✅	6.8s
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_in_dlc	✅	1.5s
tests/cli/launcher_test.py::TestLauncherMain::test_main_studio_command	✅	321ms
tests/cli/launcher_test.py::TestLauncherMain::test_multi_stage_run	✅	1.7s

Github Test Reporter by CTRF 💚

pan-x-c · 2025-12-02T09:11:47Z

/unittest-module-buffer

github-actions · 2025-12-02T09:16:01Z

Summary

Tests 📝	Passed ✅	Failed ❌	Skipped ⏭️	Other ❓	Flaky 🍂	Duration ⏱️
37	37	0	0	0	0	2m 26s

Tests

Test Name	Status	Duration
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_experience_pipeline	✅	35.1s
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_pass_rate_calculation	✅	15.8s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_experience_buffer	✅	3.9s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_0_sft	✅	5.9s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_1_dpo	✅	6.6s
tests/buffer/file_test.py::TestFileBuffer::test_file_reader	✅	157ms
tests/buffer/file_test.py::TestFileBuffer::test_file_writer	✅	4.3s
tests/buffer/formatter_test.py::TestFormatter::test_dpo_messages_formatter	✅	529ms
tests/buffer/formatter_test.py::TestFormatter::test_dpo_plaintext_formatter	✅	453ms
tests/buffer/formatter_test.py::TestFormatter::test_multi_modal_sft_formatter	✅	879ms
tests/buffer/formatter_test.py::TestFormatter::test_sft_messages_formatter	✅	1.0s
tests/buffer/formatter_test.py::TestFormatter::test_sft_plaintext_formatter	✅	731ms
tests/buffer/formatter_test.py::TestFormatter::test_task_formatter	✅	221ms
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_buffer_reuse	✅	9.1s
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_capacity	✅	4.9s
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_reuse_count_control	✅	6.7s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_0_queue	✅	6.1s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_1_priority_queue	✅	6.0s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_capacity	✅	6.5s
tests/buffer/reader_test.py::TestBufferReader::test_buffer_reader_registration	✅	814ms
tests/buffer/reward_shaping_mapper_test.py::TestRewardShapingMapper::test_basic_usage	✅	6ms
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_exp_buffer_read_write	✅	4.1s
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_task_buffer_read_write	✅	4.6s
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_0	✅	91ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_1	✅	71ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_2	✅	110ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_3	✅	111ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_4	✅	111ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_5	✅	116ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_6	✅	133ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_simple	✅	58ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_0_file	✅	72ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_1_sql	✅	4.2s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_2_file	✅	52ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_3_sql	✅	3.9s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_4_file	✅	51ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_5_sql	✅	4.4s

Github Test Reporter by CTRF 💚

pan-x-c · 2025-12-02T13:02:49Z

/unittest-diff

github-actions · 2025-12-02T13:23:41Z

Summary

Tests 📝	Passed ✅	Failed ❌	Skipped ⏭️	Other ❓	Flaky 🍂	Duration ⏱️
109	107	1	1	0	0	18m 54s

Failed Tests

Failed Tests ❌	Fail Message
❌ tests/cli/launcher_test.py::TestLauncherMain::test_debug_mode	The test failed in the call phase due to an exception

Skipped

Tests	Status
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter	skipped ⏭️

Tests

Test Name	Status	Duration
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_experience_pipeline	✅	25.7s
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_pass_rate_calculation	✅	16.5s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_experience_buffer	✅	3.9s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_0_sft	✅	5.9s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_1_dpo	✅	6.4s
tests/buffer/file_test.py::TestFileBuffer::test_file_reader	✅	157ms
tests/buffer/file_test.py::TestFileBuffer::test_file_writer	✅	4.4s
tests/buffer/formatter_test.py::TestFormatter::test_dpo_messages_formatter	✅	535ms
tests/buffer/formatter_test.py::TestFormatter::test_dpo_plaintext_formatter	✅	476ms
tests/buffer/formatter_test.py::TestFormatter::test_multi_modal_sft_formatter	✅	906ms
tests/buffer/formatter_test.py::TestFormatter::test_sft_messages_formatter	✅	987ms
tests/buffer/formatter_test.py::TestFormatter::test_sft_plaintext_formatter	✅	733ms
tests/buffer/formatter_test.py::TestFormatter::test_task_formatter	✅	222ms
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_buffer_reuse	✅	9.1s
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_capacity	✅	4.9s
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_reuse_count_control	✅	6.8s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_0_queue	✅	5.8s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_1_priority_queue	✅	6.0s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_capacity	✅	6.4s
tests/buffer/reader_test.py::TestBufferReader::test_buffer_reader_registration	✅	814ms
tests/buffer/reward_shaping_mapper_test.py::TestRewardShapingMapper::test_basic_usage	✅	6ms
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_exp_buffer_read_write	✅	3.9s
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_task_buffer_read_write	✅	4.4s
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_0	✅	91ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_1	✅	71ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_2	✅	114ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_3	✅	111ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_4	✅	111ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_5	✅	116ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_6	✅	132ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_simple	✅	59ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_0_file	✅	73ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_1_sql	✅	3.8s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_2_file	✅	52ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_3_sql	✅	3.9s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_4_file	✅	52ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_5_sql	✅	4.6s
tests/cli/launcher_test.py::TestLauncherMain::test_debug_mode	❌	55.5s
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_command	✅	6.9s
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_in_dlc	✅	1.5s
tests/cli/launcher_test.py::TestLauncherMain::test_main_studio_command	✅	313ms
tests/cli/launcher_test.py::TestLauncherMain::test_multi_stage_run	✅	1.7s
tests/explorer/explorer_test.py::TestExplorerCountdownEval::test_explorer	✅	1m 19s
tests/explorer/explorer_test.py::TestExplorerGSM8KRULERNoEval::test_explorer	✅	1m 43s
tests/explorer/explorer_test.py::TestExplorerGSM8k::test_explorer	✅	3m 39s
tests/explorer/explorer_test.py::ServeTest::test_serve	✅	1m 20s
tests/explorer/scheduler_test.py::SchedulerTest::test_async_workflow	✅	12.3s
tests/explorer/scheduler_test.py::SchedulerTest::test_concurrent_operations	✅	12.2s
tests/explorer/scheduler_test.py::SchedulerTest::test_dynamic_timeout	✅	20.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_get_results	✅	27.6s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_0	✅	12.3s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_1	✅	12.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_repeatable_workflow_0	✅	12.2s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_repeatable_workflow_1	✅	12.2s
tests/explorer/scheduler_test.py::SchedulerTest::test_multi_step_execution	✅	12.7s
tests/explorer/scheduler_test.py::SchedulerTest::test_non_repeatable_workflow	✅	12.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_over_rollout_min_wait	✅	16.4s
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_all_methods	✅	22.4s
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_restart_after_stop	✅	23.6s
tests/explorer/scheduler_test.py::SchedulerTest::test_split_tasks	✅	15.2s
tests/explorer/scheduler_test.py::SchedulerTest::test_stepwise_experience_eid	✅	32.6s
tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all	✅	15.3s
tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all_timeout_with_multi_batch	✅	20.7s
tests/explorer/scheduler_test.py::TestRunnerStateCollection::test_runner_state_collection	✅	17.4s
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_reward_propagation_workflow_0	✅	1ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_reward_propagation_workflow_1	✅	603ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_step_wise_reward_workflow_0	✅	355ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_step_wise_reward_workflow_1	✅	1.0s
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_workflows_raise_error	✅	1ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_workflows_stop_at_max_env_steps	✅	1.0s
tests/explorer/workflow_test.py::WorkflowTest::test_gsm8k_workflow	✅	32ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_boxed_workflow	✅	23ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_complex_workflow	✅	176ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_eval_workflow	✅	4ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_fraction_workflow	✅	13ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_workflow	✅	8ms
tests/explorer/workflow_test.py::WorkflowTest::test_rm_gallery_workflow	✅	134ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_repeatable_0	✅	1ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_repeatable_1	✅	100ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_resettable_0	✅	1ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_resettable_1	✅	201ms
tests/explorer/workflow_test.py::MultiTurnWorkflowTest_0::test_multi_turn_workflow	✅	15.3s
tests/explorer/workflow_test.py::MultiTurnWorkflowTest_1::test_multi_turn_workflow	✅	14.7s
tests/explorer/workflow_test.py::TestWorkflowStateRecording::test_workflow_state_recording	✅	4.0s
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter	⏭️	1ms
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_runner	✅	297ms
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_runner_get_state	✅	8.1s
tests/utils/eval_utils_test.py::TestComputeScore::test_both_boxed_and_equivalent	✅	2ms
tests/utils/eval_utils_test.py::TestComputeScore::test_both_boxed_and_not_equivalent	✅	1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_empty_ground_truth	✅	2ms
tests/utils/eval_utils_test.py::TestComputeScore::test_empty_solution_string	✅	1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_multiple_boxed_answers_in_solution	✅	2ms
tests/utils/eval_utils_test.py::TestComputeScore::test_solution_boxed_truth_raw_and_equivalent	✅	1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_solution_boxed_truth_raw_and_not_equivalent	✅	1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_solution_not_boxed	✅	1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_solution_raw_and_ground_truth_boxed_equivalent	✅	1ms
tests/utils/eval_utils_test.py::TestMathEvalUtils::test_extract_answer	✅	3ms
tests/utils/eval_utils_test.py::TestMathEvalUtils::test_verify_math_answer	✅	73ms
tests/utils/eval_utils_test.py::TestEvalUtils::test_is_equiv	✅	5ms
tests/utils/log_test.py::LogTest::test_actor_log	✅	4.8s
tests/utils/log_test.py::LogTest::test_group_by_node	✅	4.8s
tests/utils/log_test.py::LogTest::test_no_actor_log	✅	906ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_local_0__workspace_tests_utils_plugins	✅	97ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_local_1_tests_utils_plugins	✅	96ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_remote_0__workspace_tests_utils_plugins	✅	22.0s
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_remote_1_tests_utils_plugins	✅	21.9s
tests/utils/plugin_test.py::TestPluginLoader::test_passing_custom_class_0__workspace_tests_utils_plugins	✅	11.9s
tests/utils/plugin_test.py::TestPluginLoader::test_passing_custom_class_1_tests_utils_plugins	✅	11.5s
tests/utils/registry_test.py::TestRegistry::test_dynamic_import	✅	4.0s

Github Test Reporter by CTRF 💚

pan-x-c · 2025-12-03T01:58:59Z

/unittest-module-cli

github-actions · 2025-12-03T02:02:20Z

Summary

Tests 📝	Passed ✅	Failed ❌	Skipped ⏭️	Other ❓	Flaky 🍂	Duration ⏱️
5	5	0	0	0	0	1m 27s

Tests

Test Name	Status	Duration
tests/cli/launcher_test.py::TestLauncherMain::test_debug_mode	✅	58.5s
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_command	✅	6.5s
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_in_dlc	✅	1.4s
tests/cli/launcher_test.py::TestLauncherMain::test_main_studio_command	✅	317ms
tests/cli/launcher_test.py::TestLauncherMain::test_multi_stage_run	✅	1.7s

Github Test Reporter by CTRF 💚

enhance debug mode

c2b3c78

gemini-code-assist bot reviewed Dec 2, 2025

View reviewed changes

tests/cli/launcher_test.py Show resolved Hide resolved

trinity/buffer/writer/sql_writer.py Outdated Show resolved Hide resolved

pan-x-c added 3 commits December 2, 2025 07:11

enhance debug mode

24f940a

fix tests

fb0e588

fix pre-commit

3b480d6

hiyuchang reviewed Dec 2, 2025

View reviewed changes

docs/sphinx_doc/source/tutorial/develop_workflow.md Show resolved Hide resolved

chenyushuo approved these changes Dec 2, 2025

View reviewed changes

pan-x-c added 2 commits December 2, 2025 12:59

fix sys path

596eb8c

clean code

d3976a6

fix namespace

b09842c

chenyushuo approved these changes Dec 3, 2025

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chenyushuo merged commit 54c2d72 into modelscope:main Dec 3, 2025
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Enhance debug mode #421

Enhance debug mode #421

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pan-x-c commented Dec 2, 2025

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pan-x-c commented Dec 2, 2025

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