unsloth/studio/backend/tests
Ban de0c5a2f09
Studio: show Apple GPU temperature and power in the GPU monitor (macOS) (#6187)
* Studio: show Apple GPU temperature and power in the GPU monitor (macOS)

The GPU monitor on Apple Silicon always showed -- for Temperature and
Power: the MLX branch of get_gpu_utilization() hardcoded None because
ioreg's AGXAccelerator PerformanceStatistics carries neither metric.

Add utils/hardware/apple.py, mirroring macmon's no-sudo approach:
- Temperature: average of the AppleSMC "Tg*" float keys via the
  AppleSMCKeysEndpoint user client (ctypes/IOKit, macOS 14+).
- Power: IOReport "Energy Model" group, "GPU Energy" channels; each
  poll diffs the energy counter against the previous poll's sample, so
  the value is the average wattage over the polling window. The first
  poll only sets the baseline and returns None.

Both readers latch to None on first failure and never raise, so
non-Mac platforms and locked-down hosts keep the previous behavior.

* Sample IOReport with the subscribed channels descriptor for PR #6187

IOReportCreateSubscription writes the channel descriptor that later samples
must use; sampling with the original requested group can return no Energy
Model entries on hosts that normalize the channel set, leaving power_draw_w
null after the baseline. Use the subscribed descriptor (matching macmon) and
fall back to the requested channels if the OS leaves it unset.

---------

Co-authored-by: Lee Jackson <130007945+Imagineer99@users.noreply.github.com>
Co-authored-by: danielhanchen <23090290+danielhanchen@users.noreply.github.com>
2026-06-12 01:50:45 -07:00
..
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
conftest.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
test_amd_apu_unified_memory.py Formatting: ruff line-length 100, kwarg-spacing passes, drop blank after short local imports (#6079) 2026-06-08 04:24:13 -07:00
test_anthropic_cache_ttl.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_anthropic_citations.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_anthropic_citations_edge.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_anthropic_code_execution.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_anthropic_compaction.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_anthropic_fast_mode_and_refusal.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_anthropic_fast_mode_edge.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_anthropic_messages.py Studio: improve OpenAI- and Anthropic-compatible API spec compliance (#6010) 2026-06-09 17:13:25 +02:00
test_anthropic_thinking_translation.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_anthropic_tool_versions.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_anthropic_web_fetch.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_apple_gpu_sensors.py Studio: show Apple GPU temperature and power in the GPU monitor (macOS) (#6187) 2026-06-12 01:50:45 -07:00
test_audio_token_detection.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_browse_folders_route.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_cache_case_resolution.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_cached_gguf_routes.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_chat_history_routes.py Formatting: ruff line-length 100, kwarg-spacing passes, drop blank after short local imports (#6079) 2026-06-08 04:24:13 -07:00
test_chat_history_storage.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_cleanup_cancelled_checkpoints.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_cloudflare_tunnel.py Studio: reword the Cloudflare line when the public probe fails (#6217) 2026-06-11 20:07:51 -07:00
test_context_overflow_truncation.py Studio: report the real llama-server context window and add an opt-in overflow policy for OpenAI-compatible serving (#6164) 2026-06-11 07:49:55 -07:00
test_cpu_threads.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_data_recipe_github_progress.py Studio: add github_repo seed reader and GitHub Support Bot recipe (#5169) 2026-04-24 12:02:03 -07:00
test_data_recipe_seed.py fix(seed): disable remote code execution in seed inspect dataset loads (#4275) 2026-03-13 19:37:43 +04:00
test_dataset_upload_limits.py Formatting: ruff line-length 100, kwarg-spacing passes, drop blank after short local imports (#6079) 2026-06-08 04:24:13 -07:00
test_desktop_auth.py Studio: in-app Update llama.cpp button to install the latest prebuilt (#6097) 2026-06-10 10:04:26 -07:00
test_detect_mmproj_file.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_export_log_cursor.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_external_provider_proxy_env.py Studio: ignore unsupported env proxy during Studio startup (#6102) 2026-06-11 05:13:27 -07:00
test_external_provider_usage_chunk.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_frontend_resolution.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_gemini_provider.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_gguf_completion_usage.py Studio: improve OpenAI- and Anthropic-compatible API spec compliance (#6010) 2026-06-09 17:13:25 +02:00
test_gguf_metadata.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_gguf_reload_inheritance.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_gguf_route_cursor_reset.py Improve local chat tool call flow (#5962) 2026-06-09 07:28:44 -07:00
test_gguf_routing.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_gpu_selection.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_gpu_selection_sandbox.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_host_defaults.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_index_bootstrap_origin.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_index_bootstrap_origin_extra.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_inference_model_validation.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_inference_orchestrator_crash_message.py Studio: fix Gemma-4-12B-it not loading (#6054) 2026-06-10 08:39:07 -07:00
test_install_resolve_prebuilt.py Studio: offer the in-app llama.cpp update for source-build (markerless) installs (#6188) 2026-06-11 02:45:12 -07:00
test_kv_cache_estimation.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_lemonade_llamacpp_rocm_bins_mock.py fix: deduplicate lemonade ROCm prebuilt selection log (#6021) 2026-06-11 20:14:22 -07:00
test_llama_cpp_cache_aware_disk_check.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_llama_cpp_context_fit.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_llama_cpp_freshness.py Studio: fix llama.cpp update banner offering a downgrade / sticking on mix releases (#6219) 2026-06-11 23:23:14 -03:00
test_llama_cpp_load_progress.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_llama_cpp_load_progress_live.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_llama_cpp_load_progress_matrix.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_llama_cpp_max_context_threshold.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_llama_cpp_mmproj_fallback.py Studio: fall back to text-only when llama.cpp is too old for a model's vision projector (#6075) 2026-06-10 08:58:39 -07:00
test_llama_cpp_mtp_detection.py Studio: surface the llama.cpp update affordance when MTP is disabled (#6192) 2026-06-11 06:10:17 -07:00
test_llama_cpp_no_context_shift.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_llama_cpp_props_readback.py Studio: report the real llama-server context window and add an opt-in overflow policy for OpenAI-compatible serving (#6164) 2026-06-11 07:49:55 -07:00
test_llama_cpp_start_failure_classification.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_llama_cpp_tool_loop.py Improve local chat tool call flow (#5962) 2026-06-09 07:28:44 -07:00
test_llama_cpp_update.py Studio: fix llama.cpp update banner offering a downgrade / sticking on mix releases (#6219) 2026-06-11 23:23:14 -03:00
test_llama_cpp_wait_for_health.py Windows/WSL installer: fix winget msstore cert failure, amd-smi DiskPart prompt, and enable AMD GPU (Strix Halo gfx1151) (#5940) 2026-06-10 04:24:49 -07:00
test_llama_cpp_wait_for_vram_settle.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_llama_cpp_windows_nvidia_path.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_llama_route.py Studio: offer the in-app llama.cpp update for source-build (markerless) installs (#6188) 2026-06-11 02:45:12 -07:00
test_llama_server_args.py fix(studio): inherit llama_extra_args and honor --no-mmproj (#5902) 2026-06-12 00:27:04 -07:00
test_llm_assist_startup_opt_in.py Studio: make Helper LLM startup pre-cache opt in (#6113) 2026-06-09 15:28:34 +02:00
test_log_filter_no_truncation.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_login_rate_limit.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_mcp_config_import.py studio: show MCP "Import config" on the add-server form (#6030) 2026-06-11 16:17:22 +01:00
test_mcp_servers.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_mcp_stdio_improvements.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_mcp_stdio_pr5863.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_middleware.py feat(studio): Hub + Download Manager (#5916) 2026-06-09 04:11:24 -07:00
test_mlx_inference_backend.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_mlx_training_worker_config.py Fix Studio MLX VLM resized image layout (#6019) 2026-06-10 07:55:37 -07:00
test_models_get_model_config_case_resolution.py Formatting: ruff line-length 100, kwarg-spacing passes, drop blank after short local imports (#6079) 2026-06-08 04:24:13 -07:00
test_mtp_drafter_companion.py Studio: support separate-file MTP GGUF drafters (Gemma 4) (#6125) 2026-06-10 08:45:12 -07:00
test_multimodal_document.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_native_context_length.py Expose runtime context length for hub models (#6154) 2026-06-11 22:13:53 +03:00
test_offline_gguf_cache_fallback.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_offline_inference_parent.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_openai_citation_markers.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_openai_citation_markers_edge.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_openai_code_execution.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_openai_compaction.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_openai_container_crud.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_openai_image_generation.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_openai_responses_translation.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_openai_tool_passthrough.py Studio: report the real llama-server context window and add an opt-in overflow policy for OpenAI-compatible serving (#6164) 2026-06-11 07:49:55 -07:00
test_openai_tool_result_fallbacks.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_pricing.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_pricing_edge.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_providers_api.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_pytorch_mirror.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_rag_captioning.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
test_rag_chunking.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
test_rag_embed_llama_server.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
test_rag_embeddings.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
test_rag_ingestion.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
test_rag_preview.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
test_rag_retrieval.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
test_rag_store.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
test_recommended_folders_permission.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_responses_api.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_responses_tool_passthrough.py fix(studio): handle empty Responses tool output (#6167) 2026-06-11 17:35:50 +02:00
test_rocm_oom_guard.py Windows/WSL installer: fix winget msstore cert failure, amd-smi DiskPart prompt, and enable AMD GPU (Strix Halo gfx1151) (#5940) 2026-06-10 04:24:49 -07:00
test_safetensors_capability_advertise.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_safetensors_tool_loop.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
test_sandbox_tools.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_server_disk_logging.py Windows/WSL installer: fix winget msstore cert failure, amd-smi DiskPart prompt, and enable AMD GPU (Strix Halo gfx1151) (#5940) 2026-06-10 04:24:49 -07:00
test_studio_api.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_studio_train_validation.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_tool_call_parser_strict.py Improve local chat tool call flow (#5962) 2026-06-09 07:28:44 -07:00
test_tool_loop_controller.py Improve local chat tool call flow (#5962) 2026-06-09 07:28:44 -07:00
test_tool_message_empty_content.py Studio: report the real llama-server context window and add an opt-in overflow policy for OpenAI-compatible serving (#6164) 2026-06-11 07:49:55 -07:00
test_tool_policy_gates.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_tool_policy_state.py unsloth run: add --enable-tools/--disable-tools server-side tool policy (#5277) 2026-05-05 12:45:15 +04:00
test_tool_xml_strip.py Improve local chat tool call flow (#5962) 2026-06-09 07:28:44 -07:00
test_trained_model_scan.py Formatting: ruff line-length 100, kwarg-spacing passes, drop blank after short local imports (#6079) 2026-06-08 04:24:13 -07:00
test_training_history_update.py Studio: Dark theme refactor, right sidebar redesign, and chat UI polish (#5150) 2026-05-07 14:33:31 +04:00
test_training_nan_loss_handling.py fix(studio): surface live step with null loss through the SSE progress stream (#6206) 2026-06-11 07:50:13 -07:00
test_training_progress_stream_nan.py fix(studio): surface live step with null loss through the SSE progress stream (#6206) 2026-06-11 07:50:13 -07:00
test_training_raw_support.py Formatting: ruff line-length 100, kwarg-spacing passes, drop blank after short local imports (#6079) 2026-06-08 04:24:13 -07:00
test_training_worker_flash_attn.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_transformers_version.py Studio: fix Gemma-4-12B-it not loading (#6054) 2026-06-10 08:39:07 -07:00
test_utils.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_vision_cache.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
test_vram_estimation.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
test_windows_gpu_detection_mock.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00