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@hiyuchang hiyuchang commented Nov 11, 2025

Description

As the title says.

  • Update result and YAML config
  • Add enable_prompt_truncation and unittests

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

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Summary of Changes

Hello @hiyuchang, 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 integrates the Frozen Lake environment as a new example, providing all necessary components for its setup and execution. It introduces a dedicated workflow and data generation utilities. Additionally, it refines the core model's experience processing by implementing token truncation logic and adjusting rewards for truncated sequences, improving robustness and handling of long sequences.

Highlights

  • New Frozen Lake Example: Introduced a complete example for the Frozen Lake environment, including a dedicated configuration file (frozen_lake.yaml), a data generation script (get_frozen_lake_data.py), and a README.
  • Frozen Lake Workflow Implementation: Added a new FrozenLakeWorkflow to handle multi-step interactions within the Frozen Lake environment, including environment rendering, action parsing, and prompt formatting for model interaction.
  • Token Truncation Handling: Enhanced the vllm_model to detect and handle cases where generated token IDs exceed the maximum model length, truncating them and marking the experience as truncated.
  • Reward Adjustment for Truncated Experiences: Modified the process_messages_to_experience method to set the reward to 0 for any experience that has been truncated, ensuring truncated experiences do not receive positive rewards.
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Code Review

This pull request introduces the FrozenLake environment as a multi-step workflow, including data preparation, configuration, and workflow logic. It also includes updates to the vllm_model.py to handle token truncation and enrich the Experience object with prompt_text and response_text, and updates to the base workflow.py to process these new fields and penalize truncated experiences. Several debug print statements and hardcoded values were identified that should be addressed for production readiness and maintainability. There's also a potential inconsistency in max_steps between the YAML configuration and the utils.py file for map generation, which could impact the environment's solvability.

@hiyuchang hiyuchang changed the title [WIP] [Example] Frozen_Lake [Example] Frozen_Lake Nov 20, 2025
@hiyuchang
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/unittest-module-common

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Summary

Tests 📝 Passed ✅ Failed ❌ Skipped ⏭️ Other ❓ Flaky 🍂 Duration ⏱️
0 0 0 0 0 0 4.1s

Tests

Test Name Status Flaky Duration

Github Test Reporter by CTRF 💚

@hiyuchang
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/unittest-module-common

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Summary

Tests 📝 Passed ✅ Failed ❌ Skipped ⏭️ Other ❓ Flaky 🍂 Duration ⏱️
38 38 0 0 0 0 6m 51s

Tests

Test Name Status Flaky Duration
tests/common/config_test.py::TestConfig::test_all_examples_are_valid 41.8s
tests/common/config_test.py::TestConfig::test_chat_template_path 94ms
tests/common/config_test.py::TestConfig::test_config_flatten 40ms
tests/common/config_test.py::TestConfig::test_continue_from_checkpoint_is_valid 192ms
tests/common/config_test.py::TestConfig::test_default_workflow 92ms
tests/common/config_test.py::TestConfig::test_load_default_config 17.9s
tests/common/config_test.py::TestConfig::test_max_token_len_per_gpu_set_correctly 93ms
tests/common/config_test.py::TestConfig::test_optimizer_config_propagation 92ms
tests/common/config_test.py::TestConfig::test_update_config_from_ray_cluster 1.7s
tests/common/experience_test.py::TestEID::test_eid_properties 1ms
tests/common/experience_test.py::TestExperience::test_action_mask_and_logprobs_type 1ms
tests/common/experience_test.py::TestExperience::test_assertions 1ms
tests/common/experience_test.py::TestExperience::test_dpo_experience 1ms
tests/common/experience_test.py::TestExperience::test_gather 1ms
tests/common/experience_test.py::TestExperience::test_hf_datasets_conversion 17ms
tests/common/experience_test.py::TestExperience::test_multi_turn_experience 1ms
tests/common/experience_test.py::TestExperience::test_serialize_deserialize 2ms
tests/common/experience_test.py::TestExperience::test_single_turn_experience 1ms
tests/common/experience_test.py::TestExperience::test_to_dict 1ms
tests/common/experience_test.py::TestExperienceConversion::test_batch_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_dpo_experience_batch_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_experience_model_experience_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_gather_experiences_with_custom_fields 1ms
tests/common/experience_test.py::TestExperienceConversion::test_multiturn_experience_batch_converstion 1ms
tests/common/vllm_test.py::ModelWrapperTest_0::test_generate 53.4s
tests/common/vllm_test.py::ModelWrapperTest_1::test_generate 32.5s
tests/common/vllm_test.py::ModelWrapperTest_2::test_generate 44.8s
tests/common/vllm_test.py::TestModelLen_0::test_model_len 17.7s
tests/common/vllm_test.py::TestModelLen_1::test_model_len 16.9s
tests/common/vllm_test.py::TestModelLenWithoutPromptTruncation::test_model_len 17.2s
tests/common/vllm_test.py::TestAPIServer::test_api 22.8s
tests/common/vllm_test.py::TestLogprobs::test_logprobs 19.2s
tests/common/vllm_test.py::TestAsyncAPIServer::test_api_async 22.7s
tests/common/vllm_test.py::TestTokenizer::test_action_mask 255ms
tests/common/vllm_test.py::TestTokenizer::test_action_mask_with_tools 244ms
tests/common/vllm_test.py::TestAPIServerToolCall_0_deepseek_r1::test_api_tool_calls 20.1s
tests/common/vllm_test.py::TestAPIServerToolCall_1::test_api_tool_calls 17.3s
tests/common/vllm_test.py::TestSuperLongGeneration::test_generate 1m

Github Test Reporter by CTRF 💚

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/unittest-all

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Summary

Tests 📝 Passed ✅ Failed ❌ Skipped ⏭️ Other ❓ Flaky 🍂 Duration ⏱️
186 176 7 3 0 0 1h 17m

Failed Tests

Failed Tests ❌ Fail Message
❌ tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_duplicate_grpo The test failed in the call phase
❌ tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_grpo_reward_std The test failed in the call phase
❌ tests/explorer/explorer_test.py::TestExplorerGSM8KRULERNoEval::test_explorer The test failed in the call phase due to an assertion error
❌ tests/trainer/trainer_test.py::TestTrainerSFTWarmupGSM8K::test_trainer The test failed in the call phase due to an assertion error
❌ tests/trainer/trainer_test.py::TestTrainerDPO::test_trainer The test failed in the call phase due to an assertion error
❌ tests/trainer/trainer_test.py::TestTrainerSFT::test_trainer The test failed in the call phase due to an assertion error
❌ tests/trainer/trainer_test.py::TestTrainerToolsSFT::test_trainer_tools The test failed in the call phase due to an assertion error

Skipped

Tests Status
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter skipped ⏭️
tests/trainer/trainer_test.py::TestMultiModalGRPO::test_trainer skipped ⏭️
tests/trainer/trainer_test.py::TestMultiModalSFT::test_trainer skipped ⏭️

Tests

Test Name Status Flaky Duration
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_batch_level_std_grpo 41ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_batch_level_step_wise_grpo_advantage 2ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_duplicate_grpo 1ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_grpo_advantage 4ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_grpo_correct_bias 2ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_grpo_reward_std 1ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_step_wise_grpo_advantage 2ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_step_wise_grpo_with_std_threshold 2ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_dpo_policy_loss 2ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_gspo_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_mix_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_opmd_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_ppo_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_sft_policy_loss 1ms
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_experience_pipeline 19.3s
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_pass_rate_calculation 15.6s
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 6.1s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_1_dpo 6.5s
tests/buffer/file_test.py::TestFileBuffer::test_file_reader 157ms
tests/buffer/file_test.py::TestFileBuffer::test_file_writer 4.2s
tests/buffer/formatter_test.py::TestFormatter::test_dpo_messages_formatter 538ms
tests/buffer/formatter_test.py::TestFormatter::test_dpo_plaintext_formatter 480ms
tests/buffer/formatter_test.py::TestFormatter::test_multi_modal_sft_formatter 847ms
tests/buffer/formatter_test.py::TestFormatter::test_sft_messages_formatter 1.0s
tests/buffer/formatter_test.py::TestFormatter::test_sft_plaintext_formatter 717ms
tests/buffer/formatter_test.py::TestFormatter::test_task_formatter 235ms
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_buffer_reuse 8.8s
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 5.9s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_1_priority_queue 5.7s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_capacity 6.4s
tests/buffer/reward_shaping_mapper_test.py::TestRewardShapingMapper::test_basic_usage 6ms
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_buffer_read_write 4.6s
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_0 90ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_1 70ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_2 109ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_3 109ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_4 108ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_5 113ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_6 130ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_0 70ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_1 4.1s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_2 50ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_3 3.8s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_4 50ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_5 4.8s
tests/cli/launcher_test.py::TestLauncherMain::test_debug_mode 46.6s
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_command 6.9s
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_in_dlc 1.4s
tests/cli/launcher_test.py::TestLauncherMain::test_main_studio_command 308ms
tests/cli/launcher_test.py::TestLauncherMain::test_multi_stage_run 1.7s
tests/common/config_test.py::TestConfig::test_all_examples_are_valid 33.6s
tests/common/config_test.py::TestConfig::test_chat_template_path 93ms
tests/common/config_test.py::TestConfig::test_config_flatten 40ms
tests/common/config_test.py::TestConfig::test_continue_from_checkpoint_is_valid 189ms
tests/common/config_test.py::TestConfig::test_default_workflow 90ms
tests/common/config_test.py::TestConfig::test_load_default_config 3.2s
tests/common/config_test.py::TestConfig::test_max_token_len_per_gpu_set_correctly 92ms
tests/common/config_test.py::TestConfig::test_optimizer_config_propagation 91ms
tests/common/config_test.py::TestConfig::test_update_config_from_ray_cluster 358ms
tests/common/experience_test.py::TestEID::test_eid_properties 1ms
tests/common/experience_test.py::TestExperience::test_action_mask_and_logprobs_type 1ms
tests/common/experience_test.py::TestExperience::test_assertions 1ms
tests/common/experience_test.py::TestExperience::test_dpo_experience 1ms
tests/common/experience_test.py::TestExperience::test_gather 1ms
tests/common/experience_test.py::TestExperience::test_hf_datasets_conversion 16ms
tests/common/experience_test.py::TestExperience::test_multi_turn_experience 1ms
tests/common/experience_test.py::TestExperience::test_serialize_deserialize 1ms
tests/common/experience_test.py::TestExperience::test_single_turn_experience 1ms
tests/common/experience_test.py::TestExperience::test_to_dict 1ms
tests/common/experience_test.py::TestExperienceConversion::test_batch_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_dpo_experience_batch_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_experience_model_experience_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_gather_experiences_with_custom_fields 1ms
tests/common/experience_test.py::TestExperienceConversion::test_multiturn_experience_batch_converstion 1ms
tests/common/vllm_test.py::ModelWrapperTest_0::test_generate 50.5s
tests/common/vllm_test.py::ModelWrapperTest_1::test_generate 32.1s
tests/common/vllm_test.py::ModelWrapperTest_2::test_generate 44.6s
tests/common/vllm_test.py::TestModelLen_0::test_model_len 17.0s
tests/common/vllm_test.py::TestModelLen_1::test_model_len 17.0s
tests/common/vllm_test.py::TestModelLenWithoutPromptTruncation::test_model_len 17.3s
tests/common/vllm_test.py::TestAPIServer::test_api 22.9s
tests/common/vllm_test.py::TestLogprobs::test_logprobs 19.5s
tests/common/vllm_test.py::TestAsyncAPIServer::test_api_async 22.7s
tests/common/vllm_test.py::TestTokenizer::test_action_mask 259ms
tests/common/vllm_test.py::TestTokenizer::test_action_mask_with_tools 230ms
tests/common/vllm_test.py::TestAPIServerToolCall_0_deepseek_r1::test_api_tool_calls 19.6s
tests/common/vllm_test.py::TestAPIServerToolCall_1::test_api_tool_calls 17.6s
tests/common/vllm_test.py::TestSuperLongGeneration::test_generate 1m
tests/explorer/explorer_test.py::TestExplorerCountdownEval::test_explorer 1m 22s
tests/explorer/explorer_test.py::TestExplorerGSM8KRULERNoEval::test_explorer 1m 46s
tests/explorer/explorer_test.py::TestExplorerGSM8k::test_explorer 3m 37s
tests/explorer/explorer_test.py::ServeTest::test_serve 1m 21s
tests/explorer/scheduler_test.py::SchedulerTest::test_async_workflow 12.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_concurrent_operations 12.3s
tests/explorer/scheduler_test.py::SchedulerTest::test_dynamic_timeout 19.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_get_results 27.7s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_0 12.2s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_1 12.4s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_repeatable_workflow_0 12.3s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_repeatable_workflow_1 12.3s
tests/explorer/scheduler_test.py::SchedulerTest::test_multi_step_execution 12.6s
tests/explorer/scheduler_test.py::SchedulerTest::test_non_repeatable_workflow 12.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_over_rollout_min_wait 16.6s
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_all_methods 22.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_restart_after_stop 23.8s
tests/explorer/scheduler_test.py::SchedulerTest::test_split_tasks 15.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_stepwise_experience_eid 32.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all 15.4s
tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all_timeout_with_multi_batch 21.2s
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_reward_propagation_workflow_0 2ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_reward_propagation_workflow_1 602ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_step_wise_reward_workflow_0 1ms
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 17ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_boxed_workflow 25ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_complex_workflow 268ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_eval_workflow 4ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_fraction_workflow 17ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_workflow 10ms
tests/explorer/workflow_test.py::WorkflowTest::test_rm_gallery_workflow 80ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_repeatable_0 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_repeatable_1 101ms
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 14.7s
tests/explorer/workflow_test.py::MultiTurnWorkflowTest_1::test_multi_turn_workflow 14.6s
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter ⏭️ 1ms
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_runner 299ms
tests/manager/synchronizer_test.py::TestSynchronizerExit::test_synchronizer 59.9s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_0::test_synchronizer 1m 44s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_1::test_synchronizer 1m 46s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_2::test_synchronizer 2m 37s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_3::test_synchronizer 2m 24s
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_0::test_synchronizer 1m 44s
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_1::test_synchronizer 1m 45s
tests/service/data_juicer_test.py::TestDataJuicer::test_config 826ms
tests/service/data_juicer_test.py::TestDataJuicer::test_server_start 21.6s
tests/service/data_juicer_test.py::TestDataJuicerExperiencePipeline::test_data_juicer_operators 30.9s
tests/service/data_juicer_test.py::TestDataJuicerTaskPipeline::test_data_juicer_task_pipeline 14.4s
tests/trainer/trainer_test.py::TestTrainerCountdown_0_fsdp::test_trainer 2m 46s
tests/trainer/trainer_test.py::TestTrainerCountdown_1_megatron::test_trainer 4m 43s
tests/trainer/trainer_test.py::TestStepAheadAsyncRL::test_trainer 1m 25s
tests/trainer/trainer_test.py::TestTrainerGSM8K_0_fsdp::test_trainer 1m 17s
tests/trainer/trainer_test.py::TestTrainerGSM8K_1_fsdp2::test_trainer 1m 21s
tests/trainer/trainer_test.py::TestTrainerGSM8K_2_fsdp::test_trainer 1m 23s
tests/trainer/trainer_test.py::TestTrainerGSM8K_3_fsdp2::test_trainer 1m 35s
tests/trainer/trainer_test.py::TestTrainerSFTWarmupGSM8K::test_trainer 2m 18s
tests/trainer/trainer_test.py::TestTrainerDPO::test_trainer 50.8s
tests/trainer/trainer_test.py::TestTrainerSFT::test_trainer 50.6s
tests/trainer/trainer_test.py::TestTrainerToolsSFT::test_trainer_tools 50.2s
tests/trainer/trainer_test.py::TestFullyAsyncMode_0_fsdp::test_fully_async_mode 1m 47s
tests/trainer/trainer_test.py::TestFullyAsyncMode_1_fsdp::test_fully_async_mode 1m 48s
tests/trainer/trainer_test.py::TestFullyAsyncMode_2_megatron::test_fully_async_mode 2m 54s
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_0_fsdp::test_trainer 2m 9s
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_1_megatron::test_trainer 5m 40s
tests/trainer/trainer_test.py::TestTrainerMIX::test_trainer 1m 23s
tests/trainer/trainer_test.py::TestMultiModalGRPO::test_trainer ⏭️ 810ms
tests/trainer/trainer_test.py::TestMultiModalSFT::test_trainer ⏭️ 809ms
tests/trainer/trainer_test.py::TestTrainerLoRA::test_trainer 3m 2s
tests/trainer/trainer_test.py::TestOverRollout::test_trainer 1m 11s
tests/utils/eval_utils_test.py::TestComputeScore::test_both_boxed_and_equivalent 15ms
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 84ms
tests/utils/eval_utils_test.py::TestEvalUtils::test_is_equiv 6ms
tests/utils/log_test.py::LogTest::test_actor_log 5.0s
tests/utils/log_test.py::LogTest::test_group_by_node 4.9s
tests/utils/log_test.py::LogTest::test_no_actor_log 904ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_local_0__workspace_tests_utils_plugins 95ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_local_1_tests_utils_plugins 93ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_remote_0__workspace_tests_utils_plugins 21.6s
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_remote_1_tests_utils_plugins 22.0s
tests/utils/plugin_test.py::TestPluginLoader::test_passing_custom_class_0__workspace_tests_utils_plugins 11.7s
tests/utils/plugin_test.py::TestPluginLoader::test_passing_custom_class_1_tests_utils_plugins 11.7s

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Summary

Tests 📝 Passed ✅ Failed ❌ Skipped ⏭️ Other ❓ Flaky 🍂 Duration ⏱️
189 186 0 3 0 0 1h 24m

Skipped

Tests Status
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter skipped ⏭️
tests/trainer/trainer_test.py::TestMultiModalGRPO::test_trainer skipped ⏭️
tests/trainer/trainer_test.py::TestMultiModalSFT::test_trainer skipped ⏭️

Tests

Test Name Status Flaky Duration
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_batch_level_std_grpo 41ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_batch_level_step_wise_grpo_advantage 2ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_duplicate_grpo 5ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_grpo_advantage 3ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_grpo_correct_bias 2ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_grpo_reward_std 1ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_step_wise_grpo_advantage 2ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_step_wise_grpo_with_std_threshold 2ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_dpo_policy_loss 2ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_gspo_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_mix_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_opmd_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_ppo_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_sft_policy_loss 1ms
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_experience_pipeline 20.1s
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_pass_rate_calculation 16.7s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_experience_buffer 4.1s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_0_sft 6.1s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_1_dpo 6.7s
tests/buffer/file_test.py::TestFileBuffer::test_file_reader 158ms
tests/buffer/file_test.py::TestFileBuffer::test_file_writer 4.6s
tests/buffer/formatter_test.py::TestFormatter::test_dpo_messages_formatter 528ms
tests/buffer/formatter_test.py::TestFormatter::test_dpo_plaintext_formatter 464ms
tests/buffer/formatter_test.py::TestFormatter::test_multi_modal_sft_formatter 802ms
tests/buffer/formatter_test.py::TestFormatter::test_sft_messages_formatter 1.0s
tests/buffer/formatter_test.py::TestFormatter::test_sft_plaintext_formatter 719ms
tests/buffer/formatter_test.py::TestFormatter::test_task_formatter 222ms
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_buffer_reuse 8.8s
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_capacity 4.8s
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_reuse_count_control 7.1s
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 5.8s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_capacity 6.4s
tests/buffer/reader_test.py::TestBufferReader::test_buffer_reader_registration 613ms
tests/buffer/reward_shaping_mapper_test.py::TestRewardShapingMapper::test_basic_usage 6ms
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_exp_buffer_read_write 4.2s
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_task_buffer_read_write 5.0s
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_0 89ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_1 69ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_2 108ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_3 109ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_4 109ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_5 114ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_6 129ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_simple 57ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_0_file 70ms
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 51ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_3_sql 4.1s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_4_file 50ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_5_sql 4.7s
tests/cli/launcher_test.py::TestLauncherMain::test_debug_mode 46.4s
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_command 6.6s
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_in_dlc 1.5s
tests/cli/launcher_test.py::TestLauncherMain::test_main_studio_command 329ms
tests/cli/launcher_test.py::TestLauncherMain::test_multi_stage_run 1.7s
tests/common/config_test.py::TestConfig::test_all_examples_are_valid 33.4s
tests/common/config_test.py::TestConfig::test_chat_template_path 94ms
tests/common/config_test.py::TestConfig::test_config_flatten 41ms
tests/common/config_test.py::TestConfig::test_continue_from_checkpoint_is_valid 195ms
tests/common/config_test.py::TestConfig::test_default_workflow 92ms
tests/common/config_test.py::TestConfig::test_load_default_config 3.0s
tests/common/config_test.py::TestConfig::test_max_token_len_per_gpu_set_correctly 95ms
tests/common/config_test.py::TestConfig::test_optimizer_config_propagation 94ms
tests/common/config_test.py::TestConfig::test_update_config_from_ray_cluster 158ms
tests/common/experience_test.py::TestEID::test_eid_properties 1ms
tests/common/experience_test.py::TestExperience::test_action_mask_and_logprobs_type 1ms
tests/common/experience_test.py::TestExperience::test_assertions 1ms
tests/common/experience_test.py::TestExperience::test_dpo_experience 1ms
tests/common/experience_test.py::TestExperience::test_gather 1ms
tests/common/experience_test.py::TestExperience::test_hf_datasets_conversion 15ms
tests/common/experience_test.py::TestExperience::test_multi_turn_experience 1ms
tests/common/experience_test.py::TestExperience::test_serialize_deserialize 1ms
tests/common/experience_test.py::TestExperience::test_single_turn_experience 1ms
tests/common/experience_test.py::TestExperience::test_to_dict 1ms
tests/common/experience_test.py::TestExperienceConversion::test_batch_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_dpo_experience_batch_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_experience_model_experience_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_gather_experiences_with_custom_fields 1ms
tests/common/experience_test.py::TestExperienceConversion::test_multiturn_experience_batch_converstion 1ms
tests/common/vllm_test.py::ModelWrapperTest_0::test_generate 51.8s
tests/common/vllm_test.py::ModelWrapperTest_1::test_generate 32.9s
tests/common/vllm_test.py::ModelWrapperTest_2::test_generate 44.6s
tests/common/vllm_test.py::TestModelLen_0::test_model_len 17.7s
tests/common/vllm_test.py::TestModelLen_1::test_model_len 17.0s
tests/common/vllm_test.py::TestModelLenWithoutPromptTruncation::test_model_len 17.4s
tests/common/vllm_test.py::TestAPIServer::test_api 22.3s
tests/common/vllm_test.py::TestLogprobs::test_logprobs 19.3s
tests/common/vllm_test.py::TestAsyncAPIServer::test_api_async 23.2s
tests/common/vllm_test.py::TestTokenizer::test_action_mask 250ms
tests/common/vllm_test.py::TestTokenizer::test_action_mask_with_tools 249ms
tests/common/vllm_test.py::TestAPIServerToolCall_0_deepseek_r1::test_api_tool_calls 19.6s
tests/common/vllm_test.py::TestAPIServerToolCall_1::test_api_tool_calls 17.2s
tests/common/vllm_test.py::TestSuperLongGeneration::test_generate 4m 27s
tests/explorer/explorer_test.py::TestExplorerCountdownEval::test_explorer 1m 12s
tests/explorer/explorer_test.py::TestExplorerGSM8KRULERNoEval::test_explorer 1m 42s
tests/explorer/explorer_test.py::TestExplorerGSM8k::test_explorer 3m 37s
tests/explorer/explorer_test.py::ServeTest::test_serve 1m 21s
tests/explorer/scheduler_test.py::SchedulerTest::test_async_workflow 12.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_concurrent_operations 12.2s
tests/explorer/scheduler_test.py::SchedulerTest::test_dynamic_timeout 19.4s
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 12.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_1 12.3s
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 12.3s
tests/explorer/scheduler_test.py::SchedulerTest::test_multi_step_execution 12.3s
tests/explorer/scheduler_test.py::SchedulerTest::test_non_repeatable_workflow 12.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_over_rollout_min_wait 16.1s
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_all_methods 22.1s
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_restart_after_stop 24.0s
tests/explorer/scheduler_test.py::SchedulerTest::test_split_tasks 15.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_stepwise_experience_eid 32.7s
tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all 15.4s
tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all_timeout_with_multi_batch 21.2s
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_reward_propagation_workflow_0 2ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_reward_propagation_workflow_1 602ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_step_wise_reward_workflow_0 1ms
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 17ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_boxed_workflow 25ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_complex_workflow 266ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_eval_workflow 4ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_fraction_workflow 17ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_workflow 10ms
tests/explorer/workflow_test.py::WorkflowTest::test_rm_gallery_workflow 82ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_repeatable_0 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_repeatable_1 101ms
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 14.5s
tests/explorer/workflow_test.py::MultiTurnWorkflowTest_1::test_multi_turn_workflow 15.2s
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter ⏭️ 1ms
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_runner 302ms
tests/manager/synchronizer_test.py::TestSynchronizerExit::test_synchronizer 1m 6s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_0::test_synchronizer 1m 52s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_1::test_synchronizer 1m 51s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_2::test_synchronizer 2m 41s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_3::test_synchronizer 2m 41s
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_0::test_synchronizer 1m 51s
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_1::test_synchronizer 1m 50s
tests/service/data_juicer_test.py::TestDataJuicer::test_config 821ms
tests/service/data_juicer_test.py::TestDataJuicer::test_server_start 21.6s
tests/service/data_juicer_test.py::TestDataJuicerExperiencePipeline::test_data_juicer_operators 31.5s
tests/service/data_juicer_test.py::TestDataJuicerTaskPipeline::test_data_juicer_task_pipeline 14.4s
tests/trainer/trainer_test.py::TestTrainerCountdown_0_fsdp::test_trainer 3m 1s
tests/trainer/trainer_test.py::TestTrainerCountdown_1_megatron::test_trainer 4m 50s
tests/trainer/trainer_test.py::TestStepAheadAsyncRL::test_trainer 1m 33s
tests/trainer/trainer_test.py::TestTrainerGSM8K_0_fsdp::test_trainer 1m 24s
tests/trainer/trainer_test.py::TestTrainerGSM8K_1_fsdp2::test_trainer 1m 24s
tests/trainer/trainer_test.py::TestTrainerGSM8K_2_fsdp::test_trainer 1m 25s
tests/trainer/trainer_test.py::TestTrainerGSM8K_3_fsdp2::test_trainer 1m 36s
tests/trainer/trainer_test.py::TestTrainerSFTWarmupGSM8K::test_trainer 2m 33s
tests/trainer/trainer_test.py::TestTrainerDPO::test_trainer 1m 5s
tests/trainer/trainer_test.py::TestTrainerSFT::test_trainer 1m 2s
tests/trainer/trainer_test.py::TestTrainerToolsSFT::test_trainer_tools 1m 2s
tests/trainer/trainer_test.py::TestFullyAsyncMode_0_fsdp::test_fully_async_mode 1m 58s
tests/trainer/trainer_test.py::TestFullyAsyncMode_1_fsdp::test_fully_async_mode 1m 58s
tests/trainer/trainer_test.py::TestFullyAsyncMode_2_megatron::test_fully_async_mode 2m 54s
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_0_fsdp::test_trainer 2m 24s
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_1_megatron::test_trainer 5m 39s
tests/trainer/trainer_test.py::TestTrainerMIX::test_trainer 1m 27s
tests/trainer/trainer_test.py::TestMultiModalGRPO::test_trainer ⏭️ 811ms
tests/trainer/trainer_test.py::TestMultiModalSFT::test_trainer ⏭️ 809ms
tests/trainer/trainer_test.py::TestTrainerLoRA::test_trainer 3m 2s
tests/trainer/trainer_test.py::TestOverRollout::test_trainer 1m 16s
tests/utils/eval_utils_test.py::TestComputeScore::test_both_boxed_and_equivalent 15ms
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 84ms
tests/utils/eval_utils_test.py::TestEvalUtils::test_is_equiv 6ms
tests/utils/log_test.py::LogTest::test_actor_log 5.0s
tests/utils/log_test.py::LogTest::test_group_by_node 4.8s
tests/utils/log_test.py::LogTest::test_no_actor_log 905ms
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 95ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_remote_0__workspace_tests_utils_plugins 22.2s
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 11.6s
tests/utils/plugin_test.py::TestPluginLoader::test_passing_custom_class_1_tests_utils_plugins 11.6s

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@pan-x-c pan-x-c merged commit b2282ae into modelscope:main Nov 24, 2025
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