Full Code of hsliuping/TradingAgents-CN for AI

gitextract_0f83fkc7/

├── .dockerignore
├── .github/
│   ├── ISSUE_TEMPLATE/
│   │   ├── bug_report.md
│   │   ├── config.yml
│   │   ├── documentation.md
│   │   ├── feature_request.md
│   │   └── question.md
│   ├── pull_request_template.md
│   └── workflows/
│       ├── docker-publish.yml
│       └── upstream-sync-check.yml
├── .gitignore
├── .python-version
├── .streamlit/
│   └── config.toml
├── ACKNOWLEDGMENTS.md
├── COMMERCIAL_LICENSE_TEMPLATE.md
├── CONTRIBUTORS.md
├── COPYRIGHT.md
├── Dockerfile.backend
├── Dockerfile.frontend
├── LICENSE
├── LICENSING.md
├── README.md
├── VERSION
├── app/
│   ├── LICENSE
│   ├── __init__.py
│   ├── __main__.py
│   ├── constants/
│   │   └── model_capabilities.py
│   ├── core/
│   │   ├── __init__.py
│   │   ├── config.py
│   │   ├── config_bridge.py
│   │   ├── config_compat.py
│   │   ├── database.py
│   │   ├── dev_config.py
│   │   ├── logging_config.py
│   │   ├── logging_context.py
│   │   ├── rate_limiter.py
│   │   ├── redis_client.py
│   │   ├── response.py
│   │   ├── startup_validator.py
│   │   └── unified_config.py
│   ├── main.py
│   ├── middleware/
│   │   ├── __init__.py
│   │   ├── error_handler.py
│   │   ├── operation_log_middleware.py
│   │   ├── rate_limit.py
│   │   └── request_id.py
│   ├── models/
│   │   ├── __init__.py
│   │   ├── analysis.py
│   │   ├── config.py
│   │   ├── notification.py
│   │   ├── operation_log.py
│   │   ├── screening.py
│   │   ├── stock_models.py
│   │   └── user.py
│   ├── routers/
│   │   ├── __init__.py
│   │   ├── akshare_init.py
│   │   ├── analysis.py
│   │   ├── auth_db.py
│   │   ├── baostock_init.py
│   │   ├── cache.py
│   │   ├── config.py
│   │   ├── database.py
│   │   ├── favorites.py
│   │   ├── financial_data.py
│   │   ├── health.py
│   │   ├── historical_data.py
│   │   ├── internal_messages.py
│   │   ├── logs.py
│   │   ├── model_capabilities.py
│   │   ├── multi_market_stocks.py
│   │   ├── multi_period_sync.py
│   │   ├── multi_source_sync.py
│   │   ├── news_data.py
│   │   ├── notifications.py
│   │   ├── operation_logs.py
│   │   ├── paper.py
│   │   ├── queue.py
│   │   ├── reports.py
│   │   ├── scheduler.py
│   │   ├── screening.py
│   │   ├── social_media.py
│   │   ├── sse.py
│   │   ├── stock_data.py
│   │   ├── stock_sync.py
│   │   ├── stocks.py
│   │   ├── sync.py
│   │   ├── system_config.py
│   │   ├── tags.py
│   │   ├── tushare_init.py
│   │   ├── usage_statistics.py
│   │   └── websocket_notifications.py
│   ├── schemas/
│   │   └── __init__.py
│   ├── scripts/
│   │   └── init_providers.py
│   ├── services/
│   │   ├── __init__.py
│   │   ├── analysis/
│   │   │   ├── __init__.py
│   │   │   └── status_update_utils.py
│   │   ├── analysis_service.py
│   │   ├── auth_service.py
│   │   ├── basics_sync/
│   │   │   ├── __init__.py
│   │   │   ├── processing.py
│   │   │   └── utils.py
│   │   ├── basics_sync_service.py
│   │   ├── config_provider.py
│   │   ├── config_service.py
│   │   ├── data_consistency_checker.py
│   │   ├── data_sources/
│   │   │   ├── __init__.py
│   │   │   ├── akshare_adapter.py
│   │   │   ├── baostock_adapter.py
│   │   │   ├── base.py
│   │   │   ├── data_consistency_checker.py
│   │   │   ├── manager.py
│   │   │   └── tushare_adapter.py
│   │   ├── database/
│   │   │   ├── __init__.py
│   │   │   ├── backups.py
│   │   │   ├── cleanup.py
│   │   │   ├── serialization.py
│   │   │   └── status_checks.py
│   │   ├── database_screening_service.py
│   │   ├── database_service.py
│   │   ├── enhanced_screening/
│   │   │   └── utils.py
│   │   ├── enhanced_screening_service.py
│   │   ├── favorites_service.py
│   │   ├── financial_data_service.py
│   │   ├── foreign_stock_service.py
│   │   ├── historical_data_service.py
│   │   ├── internal_message_service.py
│   │   ├── log_export_service.py
│   │   ├── memory_state_manager.py
│   │   ├── model_capability_service.py
│   │   ├── multi_source_basics_sync_service.py
│   │   ├── news_data_service.py
│   │   ├── notifications_service.py
│   │   ├── operation_log_service.py
│   │   ├── progress/
│   │   │   ├── __init__.py
│   │   │   ├── log_handler.py
│   │   │   └── tracker.py
│   │   ├── progress_log_handler.py
│   │   ├── queue/
│   │   │   ├── __init__.py
│   │   │   ├── helpers.py
│   │   │   └── keys.py
│   │   ├── queue_service.py
│   │   ├── quotes_ingestion_service.py
│   │   ├── quotes_service.py
│   │   ├── redis_progress_tracker.py
│   │   ├── scheduler_service.py
│   │   ├── screening/
│   │   │   └── eval_utils.py
│   │   ├── screening_service.py
│   │   ├── simple_analysis_service.py
│   │   ├── social_media_service.py
│   │   ├── stock_data_service.py
│   │   ├── tags_service.py
│   │   ├── unified_stock_service.py
│   │   ├── usage_statistics_service.py
│   │   ├── user_service.py
│   │   └── websocket_manager.py
│   ├── utils/
│   │   ├── api_key_utils.py
│   │   ├── error_formatter.py
│   │   ├── report_exporter.py
│   │   ├── timezone.py
│   │   └── trading_time.py
│   ├── worker/
│   │   ├── __init__.py
│   │   ├── akshare_init_service.py
│   │   ├── akshare_sync_service.py
│   │   ├── analysis_worker.py
│   │   ├── baostock_init_service.py
│   │   ├── baostock_sync_service.py
│   │   ├── example_sdk_sync_service.py
│   │   ├── financial_data_sync_service.py
│   │   ├── hk_data_service.py
│   │   ├── hk_sync_service.py
│   │   ├── multi_period_sync_service.py
│   │   ├── news_data_sync_service.py
│   │   ├── tushare_init_service.py
│   │   ├── tushare_sync_service.py
│   │   ├── us_data_service.py
│   │   └── us_sync_service.py
│   └── worker.py
├── cli/
│   ├── __init__.py
│   ├── akshare_init.py
│   ├── baostock_init.py
│   ├── main.py
│   ├── models.py
│   ├── static/
│   │   └── welcome.txt
│   ├── tushare_init.py
│   └── utils.py
├── config/
│   ├── README.md
│   ├── logging.toml
│   └── logging_docker.toml
├── docker/
│   └── nginx.conf
├── docker-compose.hub.nginx.arm.yml
├── docker-compose.hub.nginx.yml
├── docker-compose.yml
├── docs/
│   ├── ANALYST_DATA_CONFIGURATION.md
│   ├── API_KEY_MANAGEMENT_ANALYSIS.md
│   ├── API_KEY_TESTING_GUIDE.md
│   ├── BUILD_GUIDE.md
│   ├── CNAME
│   ├── CONFIG_VALIDATION_FIX_SUMMARY.md
│   ├── DOCKER_REGISTRY_STRATEGY.md
│   ├── ENHANCED_HISTORY_FEATURES_SUMMARY.md
│   ├── GITHUB_BRANCH_PROTECTION.md
│   ├── LLM_ADAPTER_TEMPLATE.py
│   ├── MODEL_RECOMMENDATION_UI_UPDATE.md
│   ├── QUICK_BUILD_REFERENCE.md
│   ├── QUICK_START.md
│   ├── README.md
│   ├── SETTINGS_MERGE.md
│   ├── SILICONFLOW_SETUP_GUIDE.md
│   ├── STRUCTURE.md
│   ├── WINDOWS_INSTALLER_OPTIMIZATION.md
│   ├── agents/
│   │   └── v0.1.13/
│   │       ├── analysts.md
│   │       ├── managers.md
│   │       ├── researchers.md
│   │       ├── risk-management.md
│   │       └── trader.md
│   ├── analysis/
│   │   ├── 4级深度分析验证报告_20251011.md
│   │   ├── analysis-nodes-and-tools.md
│   │   ├── combined_data_quick_reference.md
│   │   ├── combined_data_structure_analysis.md
│   │   ├── market_analyst_technical_analysis_issue.md
│   │   ├── pe-pb-data-update-analysis.md
│   │   ├── quotes_ingestion_optimization_summary.md
│   │   ├── quotes_ingestion_service_analysis.md
│   │   └── 时间统计准确性分析_20251011.md
│   ├── api/
│   │   └── batch-analysis-limits.md
│   ├── architecture/
│   │   ├── API_ARCHITECTURE_UPGRADE.md
│   │   ├── DATA_SOURCE_REFACTOR.md
│   │   ├── cache/
│   │   │   ├── CACHE_REFACTORING_SUMMARY.md
│   │   │   ├── CACHE_SYSTEM_ANALYSIS.md
│   │   │   ├── CACHE_SYSTEM_BUSINESS_ANALYSIS.md
│   │   │   ├── CACHE_SYSTEM_CORRECT_ANALYSIS.md
│   │   │   ├── CACHE_SYSTEM_FINAL_ANALYSIS.md
│   │   │   └── CACHE_SYSTEM_SOLUTION.md
│   │   ├── data-source/
│   │   │   └── data_priority_analysis.md
│   │   ├── data-sources-unit-comparison.md
│   │   ├── database/
│   │   │   ├── DATABASE_MANAGEMENT_IMPLEMENTATION.md
│   │   │   ├── MONGODB_COLLECTIONS_COMPARISON.md
│   │   │   ├── REQUIREMENTS_DB_UPDATE.md
│   │   │   ├── database_field_standardization_analysis.md
│   │   │   └── database_field_standardization_completed.md
│   │   ├── dataflows/
│   │   │   ├── DATAFLOWS_ARCHITECTURE_ANALYSIS.md
│   │   │   ├── DATAFLOWS_COMPREHENSIVE_OPTIMIZATION.md
│   │   │   ├── DATAFLOWS_CONSERVATIVE_REFACTORING.md
│   │   │   └── STREAM_MODE_IMPACT_ANALYSIS.md
│   │   ├── report-modules-structure.md
│   │   ├── v0.1.13/
│   │   │   ├── agent-architecture.md
│   │   │   ├── data-flow-architecture.md
│   │   │   ├── graph-structure.md
│   │   │   └── system-architecture.md
│   │   └── v0.1.16/
│   │       └── system-architecture.md
│   ├── archive/
│   │   ├── AUTHENTICATION_FIX_SUMMARY.md
│   │   ├── BACKEND_STARTUP.md
│   │   ├── FIXES_SUMMARY.md
│   │   ├── README-ORIGINAL.md
│   │   └── SOLUTION_SUMMARY.md
│   ├── blog/
│   │   ├── 2025-10-19-v1.0.0-preview-bugfixes.md
│   │   ├── 2025-10-20-system-stability-and-docker-multiarch.md
│   │   ├── 2025-10-21-configuration-system-overhaul.md
│   │   ├── 2025-10-22-config-testing-and-docker-fixes.md
│   │   ├── 2025-10-23-websocket-notifications-and-data-fixes.md
│   │   ├── 2025-10-24-docker-hub-update-and-clean-volumes.md
│   │   ├── 2025-10-24-realtime-quotes-optimization.md
│   │   ├── 2025-10-25-302ai-integration-and-ui-improvements.md
│   │   ├── 2025-10-26-user-preferences-and-financial-metrics-optimization.md
│   │   ├── 2025-10-27-compliance-optimization-and-bug-fixes.md
│   │   ├── 2025-10-28-multi-source-architecture-and-realtime-enhancements.md
│   │   ├── 2025-10-28-multi-source-data-isolation-design.md
│   │   ├── 2025-10-28-realtime-pe-pb-calculation-with-fallback-strategy.md
│   │   ├── 2025-10-29-data-source-unification-and-report-export-features.md
│   │   ├── 2025-10-30-priority-retries-and-realtime-backfill.md
│   │   ├── 2025-11-01-to-11-04-windows-installer-and-fundamental-analysis-enhancements.md
│   │   ├── 2025-11-05-to-11-06-technical-indicators-accuracy-and-data-quality.md
│   │   ├── 2025-11-07-task-execution-and-data-sync-enhancements.md
│   │   ├── 2025-11-11-us-data-source-and-cache-system-overhaul.md
│   │   ├── 2025-11-12-multi-market-support-and-async-optimization.md
│   │   ├── 2025-11-13-to-11-14-data-quality-and-system-stability-improvements.md
│   │   ├── 2025-11-15-learning-center-and-compliance-updates.md
│   │   └── green-version-backup-restore-upgrade.md
│   ├── bugfix/
│   │   ├── 2025-10-26-async-sync-conflict-fix.md
│   │   ├── 2025-10-26-estimation-audit-summary.md
│   │   ├── 2025-10-26-ps-calculation-fix.md
│   │   ├── 2025-10-26-ps-pe-calculation-summary.md
│   │   ├── 2025-10-26-realtime-api-ttm-issues.md
│   │   ├── 2025-10-26-settings-save-issues.md
│   │   ├── 2025-10-26-ttm-calculation-summary.md
│   │   ├── 2025-10-26-tushare-token-priority-issue.md
│   │   ├── 2025-10-27-add-symbol-field-to-stock-basic-info.md
│   │   └── 2025-10-27-app-error-logging-fix.md
│   ├── changes/
│   │   ├── DEPRECATION_NOTICE.md
│   │   ├── realtime-pe-pb-implementation.md
│   │   ├── remove-batch-operations.md
│   │   ├── remove-price-alert-feature.md
│   │   └── report-detail-layout-adjustment.md
│   ├── community/
│   │   ├── CALL_FOR_TESTERS.md
│   │   └── CALL_FOR_TESTERS_SHORT.md
│   ├── config/
│   │   ├── architecture.md
│   │   └── error_log_separation.md
│   ├── configuration/
│   │   ├── API_KEY_PRIORITY.md
│   │   ├── CACHE_CONFIGURATION.md
│   │   ├── CONFIGURATION_VALIDATOR.md
│   │   ├── CONFIG_MATRIX.md
│   │   ├── CONFIG_SYSTEM_VERIFICATION.md
│   │   ├── DEFAULT_BASE_URL_USAGE.md
│   │   ├── ENV_CONFIG_UPDATE.md
│   │   ├── UNIFIED_CONFIG.md
│   │   ├── config-bridge/
│   │   │   ├── CONFIG_BRIDGE_DETAILS.md
│   │   │   ├── CONFIG_BRIDGE_TEST_RESULTS.md
│   │   │   └── config_bridge_explanation.md
│   │   ├── config-guide.md
│   │   ├── configuration_analysis.md
│   │   ├── configuration_guide.md
│   │   ├── configuration_optimization_plan.md
│   │   ├── custom-openai-endpoint.md
│   │   ├── dashscope-config.md
│   │   ├── data-directory-configuration.md
│   │   ├── deepseek-config.md
│   │   ├── docker-config.md
│   │   ├── google-ai-setup.md
│   │   ├── llm-config.md
│   │   ├── migration/
│   │   │   ├── CONFIGURATION_MIGRATION.md
│   │   │   ├── CONFIG_MIGRATION.md
│   │   │   ├── CONFIG_MIGRATION_PLAN.md
│   │   │   ├── CONFIG_MIGRATION_SUMMARY.md
│   │   │   └── CONFIG_MIGRATION_TESTING.md
│   │   ├── online-tools-config.md
│   │   ├── proxy_configuration.md
│   │   ├── quotes_ingestion_config.md
│   │   └── token-tracking-guide.md
│   ├── database_setup.md
│   ├── deployment/
│   │   ├── DOCKER_LOGS_GUIDE.md
│   │   ├── EMBEDDED_PYTHON_GUIDE.md
│   │   ├── IMPLEMENTATION_SUMMARY.md
│   │   ├── PORTABLE_FAQ.md
│   │   ├── QUICK_REFERENCE.md
│   │   ├── SIMPLE_DEPLOYMENT_GUIDE.md
│   │   ├── WINDOWS_PORTABLE.md
│   │   ├── database/
│   │   │   ├── DATABASE_SETUP_GUIDE.md
│   │   │   └── export-sanitization-guide.md
│   │   ├── demo/
│   │   │   ├── demo_deployment_summary.md
│   │   │   ├── deploy_demo_system.md
│   │   │   ├── deploy_demo_with_docker.md
│   │   │   └── export_config_for_demo.md
│   │   ├── docker/
│   │   │   ├── BUILD_MULTIARCH_GUIDE.md
│   │   │   ├── DOCKER_DEPLOYMENT_v1.0.0.md
│   │   │   ├── DOCKER_FILES_README.md
│   │   │   ├── DOCKER_HUB_PUBLISH_GUIDE.md
│   │   │   ├── DOCKER_PUBLISH_GUIDE.md
│   │   │   ├── GITHUB_ACTIONS_QUICKSTART.md
│   │   │   ├── GITHUB_ACTIONS_SETUP.md
│   │   │   ├── MULTIARCH_BUILD.md
│   │   │   ├── MULTIARCH_BUILD_OPTIMIZATION.md
│   │   │   ├── docker-compose.split.yml
│   │   │   ├── docker_deployment_guide.md
│   │   │   └── quick_deploy_with_docker_hub.md
│   │   ├── docker-build-guide.md
│   │   ├── operations/
│   │   │   ├── EMERGENCY_PROCEDURES.md
│   │   │   ├── service_control.md
│   │   │   └── startup-commands-update.md
│   │   ├── portable-port-configuration.md
│   │   ├── portable-python-independence.md
│   │   ├── stop-services-guide.md
│   │   ├── v0.1.16/
│   │   │   └── deployment-guide.md
│   │   └── v1.0.0-source-installation.md
│   ├── design/
│   │   ├── README.md
│   │   ├── api_specification.md
│   │   ├── configuration_management.md
│   │   ├── hk_stock_data_source_priority.md
│   │   ├── paper_trading_multi_market_design.md
│   │   ├── stock_analysis_system_design.md
│   │   ├── stock_data_methods_analysis.md
│   │   ├── stock_data_model_design.md
│   │   ├── stock_data_quick_reference.md
│   │   ├── timezone-strategy.md
│   │   ├── v0.1.16/
│   │   │   └── api-specification.md
│   │   └── v1.0.1/
│   │       ├── 00_COMPLETION_REPORT.md
│   │       ├── 00_START_HERE.md
│   │       ├── AGENT_TEMPLATE_SPECIFICATIONS.md
│   │       ├── DATABASE_AND_USER_MANAGEMENT.md
│   │       ├── DESIGN_COMPLETION_REPORT.md
│   │       ├── DESIGN_COMPLETION_SUMMARY.md
│   │       ├── ENHANCED_API_DESIGN.md
│   │       ├── ENHANCED_IMPLEMENTATION_ROADMAP.md
│   │       ├── ENHANCEMENT_SUMMARY.md
│   │       ├── EXTENDED_AGENTS_SUPPORT.md
│   │       ├── FINAL_COMPLETION_REPORT.md
│   │       ├── FINAL_DESIGN_NOTES.md
│   │       ├── FINAL_SUMMARY.md
│   │       ├── FRONTEND_UI_DESIGN.md
│   │       ├── IMPLEMENTATION_CHECKLIST.md
│   │       ├── IMPLEMENTATION_IN_APP_DIRECTORY.md
│   │       ├── IMPLEMENTATION_ROADMAP.md
│   │       ├── INDEX.md
│   │       ├── INTEGRATION_WITH_EXISTING_SYSTEM.md
│   │       ├── PROMPT_TEMPLATE_SYSTEM_SUMMARY.md
│   │       ├── QUICK_REFERENCE.md
│   │       ├── README.md
│   │       ├── VERSION_UPDATE_SUMMARY.md
│   │       ├── prompt_template_architecture_comparison.md
│   │       ├── prompt_template_architecture_diagram.md
│   │       ├── prompt_template_implementation_guide.md
│   │       ├── prompt_template_system_design.md
│   │       ├── prompt_template_technical_spec.md
│   │       └── prompt_template_usage_examples.md
│   ├── development/
│   │   ├── 2025-10-19-dev-plan-unified-standard-plugin-llm.md
│   │   ├── ADD_NEW_DATA_SOURCE.md
│   │   ├── BRANCH_GUIDE.md
│   │   ├── BRANCH_MANAGEMENT_STRATEGY.md
│   │   ├── CIRCULAR_CALL_ANALYSIS.md
│   │   ├── CONTRIBUTING.md
│   │   ├── DEVELOPMENT_SETUP.md
│   │   ├── DEVELOPMENT_WORKFLOW.md
│   │   ├── US_DATA_SOURCE_UPGRADE_PLAN.md
│   │   ├── architecture/
│   │   │   ├── screening_a_shares_daily_p0.md
│   │   │   └── technical_indicators_unification.md
│   │   ├── branch-strategy.md
│   │   ├── development-workflow.md
│   │   ├── project-structure.md
│   │   ├── roadmap/
│   │   │   └── trading_workflow_dev_plan.md
│   │   └── v0.1.16/
│   │       └── frontend-guide.md
│   ├── docker/
│   │   ├── pdf-export-support.md
│   │   ├── startup-guide.md
│   │   └── volumes/
│   │       ├── docker_volumes_analysis.md
│   │       ├── docker_volumes_unified.md
│   │       ├── switch_to_old_mongodb_volume.md
│   │       └── volumes_cleanup_completed.md
│   ├── docker-multiarch-build.md
│   ├── docker-report-export.md
│   ├── error-handling-improvement.md
│   ├── examples/
│   │   ├── advanced-examples.md
│   │   └── basic-examples.md
│   ├── faq/
│   │   └── faq.md
│   ├── features/
│   │   ├── NEWS_ANALYST_TOOL_CALL_FIX_REPORT.md
│   │   ├── NEWS_FILTERING_SOLUTION_DESIGN.md
│   │   ├── NEWS_QUALITY_ANALYSIS_REPORT.md
│   │   ├── aggregator/
│   │   │   ├── AGGREGATOR_IMPLEMENTATION_SUMMARY.md
│   │   │   ├── AGGREGATOR_MODEL_CATALOG.md
│   │   │   ├── AGGREGATOR_QUICKSTART.md
│   │   │   ├── AGGREGATOR_SUPPORT.md
│   │   │   └── CHANGELOG_AGGREGATOR.md
│   │   ├── config-wizard/
│   │   │   ├── CONFIG_WIZARD.md
│   │   │   ├── CONFIG_WIZARD_BACKEND_INTEGRATION.md
│   │   │   ├── CONFIG_WIZARD_USAGE.md
│   │   │   └── CONFIG_WIZARD_VS_CONFIG_MANAGEMENT.md
│   │   ├── data-sync/
│   │   │   ├── MULTI_PERIOD_DATA_SYNC_UPDATE.md
│   │   │   └── MULTI_SOURCE_SYNC_GUIDE.md
│   │   ├── docker-deployment.md
│   │   ├── model-settings/
│   │   │   ├── LLM_CONFIG_UI_UPDATE.md
│   │   │   ├── SYSTEM_SETTINGS_MODEL_SELECTION.md
│   │   │   └── model-capability-ui-update.md
│   │   ├── news/
│   │   │   ├── NEWS_SENTIMENT_ANALYSIS.md
│   │   │   ├── NEWS_SYNC_FEATURE.md
│   │   │   └── news-analysis-system.md
│   │   ├── paper-trading/
│   │   │   ├── PAPER_TRADING_IMPROVEMENTS.md
│   │   │   └── PAPER_TRADING_SELL_BUTTON.md
│   │   ├── progress-tracking/
│   │   │   ├── PROGRESS_TRACKING_SOLUTION.md
│   │   │   ├── progress-tracking-explanation.md
│   │   │   ├── progress_issue_analysis.md
│   │   │   └── progress_optimization.md
│   │   ├── reporting/
│   │   │   ├── REPORT_TO_TRADING_FEATURE.md
│   │   │   ├── analysis_report_comparison_summary.md
│   │   │   ├── report-detail-metrics-enhancement.md
│   │   │   └── report-export.md
│   │   ├── stock-detail/
│   │   │   ├── STOCK_DETAIL_FUNDAMENTALS_ENHANCEMENT.md
│   │   │   └── STOCK_DETAIL_UI_OPTIMIZATION.md
│   │   └── usage-statistics/
│   │       ├── HOW_TO_ACCESS_USAGE_STATISTICS.md
│   │       ├── USAGE_STATISTICS_AND_PRICING.md
│   │       ├── USAGE_STATISTICS_FRONTEND_GUIDE.md
│   │       ├── USAGE_STATISTICS_IMPLEMENTATION_SUMMARY.md
│   │       └── USAGE_STATISTICS_QUICK_TEST.md
│   ├── fixes/
│   │   ├── 2025-10-11_bug_fixes_summary.md
│   │   ├── 2025-10-11_code_cleanup_summary.md
│   │   ├── 2025-10-11_debug_logging_enhancement.md
│   │   ├── 2025-10-11_remove_online_tools_config.md
│   │   ├── 2025-10-21-config-validation-placeholder-detection.md
│   │   ├── 2025-10-21-pyproject-missing-dependencies.md
│   │   ├── 2025-10-21-summary.md
│   │   ├── 2025-10-30-data-source-priority-fixes.md
│   │   ├── API_PATH_FIX.md
│   │   ├── DASHBOARD_MARKET_NEWS_EMPTY_FIX.md
│   │   ├── DATAFRAME_ARROW_CONVERSION_FIX.md
│   │   ├── MARKET_QUOTES_NULL_CODE_FIX.md
│   │   ├── NEWS_SYNC_SCHEDULER_SETUP.md
│   │   ├── REDIS_CONNECTION_LEAK_ANALYSIS.md
│   │   ├── SUMMARY.md
│   │   ├── amount-unit-fix.md
│   │   ├── analyst_infinite_loop_fix.md
│   │   ├── asyncio_thread_pool_fix.md
│   │   ├── batch-analysis-api-response-fix.md
│   │   ├── batch-analysis-router-fix.md
│   │   ├── batch_analysis_5_levels_verification.md
│   │   ├── confidence-score-normalization-fix.md
│   │   ├── dashboard/
│   │   │   ├── DASHBOARD_DATA_FIX.md
│   │   │   ├── DASHBOARD_MARKET_NEWS_FIX.md
│   │   │   └── DASHBOARD_RECENT_TASKS_FIX.md
│   │   ├── dashboard_news_improvements.md
│   │   ├── data-source/
│   │   │   ├── BUG_FIX_FULL_SYMBOL_INDEX.md
│   │   │   ├── PROVIDER_ID_FIX.md
│   │   │   ├── bugfix_akshare_import_error.md
│   │   │   ├── financial_metrics_fix_report.md
│   │   │   ├── fix_7digit_stock_code_issue.md
│   │   │   ├── fix_baostock_realtime_quotes_issue.md
│   │   │   ├── fix_financial_data_code_field_issue.md
│   │   │   ├── fix_hk_stock_code_normalization.md
│   │   │   ├── fix_multi_source_basics_sync.md
│   │   │   ├── fix_stock_utils_hk_recognition.md
│   │   │   └── weekend_trading_data_issue.md
│   │   ├── debate_rounds_logging.md
│   │   ├── frontend/
│   │   │   ├── FRONTEND_API_URL_FIX.md
│   │   │   ├── FRONTEND_ROUTE_FIX.md
│   │   │   ├── FRONTEND_VMODEL_FIX.md
│   │   │   ├── MODEL_NAME_DISPLAY_FIX.md
│   │   │   ├── PAPER_TRADING_REPORT_LINK_FIX.md
│   │   │   ├── PAPER_TRADING_STOCK_NAME_FIX.md
│   │   │   ├── REPORT_DETAIL_CASH_FIX.md
│   │   │   ├── STOCK_DETAIL_REPORTS_FIX.md
│   │   │   └── STOCK_SCREENING_DETAIL_LINK_FIX.md
│   │   ├── fundamentals-duplicate-tool-call-fix.md
│   │   ├── llm_timeout_monitoring.md
│   │   ├── llm_wrong_tool_call_analysis.md
│   │   ├── misc/
│   │   │   ├── COMPATIBILITY_FIX_SUMMARY.md
│   │   │   ├── ISSUE_FIX_SUMMARY.md
│   │   │   └── TRADING_FIX_SUMMARY.md
│   │   ├── missing_report_modules_analysis.md
│   │   ├── model/
│   │   │   ├── model_capability_validation_fix.md
│   │   │   ├── model_config_params_fix.md
│   │   │   ├── model_routing_fix.md
│   │   │   └── research_depth_mapping_fix.md
│   │   ├── mongodb_objectid_serialization_fix.md
│   │   ├── performance/
│   │   │   ├── BUG_FIX_ANALYSIS_STUCK.md
│   │   │   ├── async_blocking_fix.md
│   │   │   ├── estimated_time_fix.md
│   │   │   ├── estimated_total_time_fix.md
│   │   │   └── progress-tracking-fix.md
│   │   ├── reports-market-filter-fix.md
│   │   ├── reports-market-type-fix-complete.md
│   │   ├── reports-market-type-missing-fix.md
│   │   ├── research_depth_5_levels.md
│   │   ├── roe_debt_ratio_fix.md
│   │   ├── tdx_removal.md
│   │   ├── tushare_rt_k_fix.md
│   │   ├── undefined_variable_is_china_fix.md
│   │   └── volume-unit-fix.md
│   ├── frontend/
│   │   ├── DASHBOARD_LAYOUT_ADJUSTMENT.md
│   │   ├── DASHBOARD_PAPER_TRADING.md
│   │   ├── FRONTEND_CONFIG_REFACTOR.md
│   │   ├── FRONTEND_MULTI_SOURCE_SYNC.md
│   │   ├── batch-analysis-improvements.md
│   │   ├── guide-auto-hide.md
│   │   └── price-format-update.md
│   ├── frontend-auth-optimization.md
│   ├── google-ai-base-url-support.md
│   ├── guides/
│   │   ├── CURRENCY_GUIDE.md
│   │   ├── DATABASE_BACKUP_RESTORE.md
│   │   ├── INSTALLATION_GUIDE.md
│   │   ├── INSTALLATION_GUIDE_V1.md
│   │   ├── INSTALLATION_QUICK_START.md
│   │   ├── LINUX_BUILD_GUIDE.md
│   │   ├── README.md
│   │   ├── TESTING_GUIDE.md
│   │   ├── US_DATA_SOURCE_CONFIG.md
│   │   ├── a-share-analysis-guide.md
│   │   ├── akshare_unified/
│   │   │   ├── README.md
│   │   │   └── SYNC_FREQUENCY_GUIDE.md
│   │   ├── baostock_unified/
│   │   │   └── README.md
│   │   ├── config-management-guide.md
│   │   ├── deepseek-usage-guide.md
│   │   ├── docker-deployment-guide.md
│   │   ├── financial_data_system/
│   │   │   └── README.md
│   │   ├── historical_data_optimization/
│   │   │   └── README.md
│   │   ├── installation/
│   │   │   └── pdf_tools.md
│   │   ├── installation-guide.md
│   │   ├── message_data_system/
│   │   │   └── README.md
│   │   ├── multi_period_historical_data/
│   │   │   └── README.md
│   │   ├── news-analysis-guide.md
│   │   ├── news_data_system/
│   │   │   └── README.md
│   │   ├── pdf_export_guide.md
│   │   ├── portable-installation-guide.md
│   │   ├── quick-reference-nodes-tools.md
│   │   ├── quick-start-guide.md
│   │   ├── report-export-guide.md
│   │   ├── research-depth-guide.md
│   │   ├── scheduled_tasks_guide.md
│   │   ├── scheduler_frontend_bugfix.md
│   │   ├── scheduler_frontend_complete.md
│   │   ├── scheduler_frontend_implementation.md
│   │   ├── scheduler_frontend_summary.md
│   │   ├── scheduler_management.md
│   │   ├── scheduler_management_summary.md
│   │   ├── scheduler_metadata_feature.md
│   │   ├── sdk_integration_checklist.md
│   │   ├── stock_basics_sync.md
│   │   ├── stock_data_sdk_integration_guide.md
│   │   ├── tushare_financial_data/
│   │   │   └── README.md
│   │   ├── tushare_news_integration/
│   │   │   └── README.md
│   │   ├── tushare_unified/
│   │   │   ├── README.md
│   │   │   ├── apscheduler_integration_report.md
│   │   │   ├── current_data_sources_analysis.md
│   │   │   ├── data_initialization_guide.md
│   │   │   ├── data_sources_architecture_planning.md
│   │   │   ├── data_sources_migration_plan_a.md
│   │   │   ├── deployment_verification_report.md
│   │   │   ├── tushare_unified_design.md
│   │   │   └── tushare_unified_test_report.md
│   │   └── websocket_notifications.md
│   ├── images/
│   │   └── README.md
│   ├── implementation/
│   │   ├── foreign_stock_support.md
│   │   └── realtime-pe-pb-implementation-plan.md
│   ├── import_config_with_script.md
│   ├── improvements/
│   │   ├── BACKEND_OPTIMIZATION.md
│   │   ├── TRADINGAGENTS_OPTIMIZATION_ANALYSIS.md
│   │   ├── UTILS_CLEANUP_SUMMARY.md
│   │   ├── cli-web-report-unification.md
│   │   ├── refactoring_summary.md
│   │   └── request_deduplication.md
│   ├── installation-mirror.md
│   ├── integration/
│   │   ├── adapters/
│   │   │   ├── ADAPTER_PROVIDER_REORGANIZATION.md
│   │   │   └── data_adapters_analysis.md
│   │   ├── data-sources/
│   │   │   ├── DATA_SOURCE_LOGGING.md
│   │   │   ├── DATA_SOURCE_MANAGER_ENHANCEMENT.md
│   │   │   ├── KLINE_DATA_SOURCE.md
│   │   │   ├── STOCK_DATA_SERVICE_VS_DATA_SOURCE_MANAGER.md
│   │   │   ├── realtime_quotes_data_source.md
│   │   │   ├── stock_code_validation.md
│   │   │   └── stock_code_validation_backend.md
│   │   ├── dataflows_integration_plan.md
│   │   ├── enhanced_data_integration.md
│   │   ├── google/
│   │   │   ├── google_ai_dependencies_update.md
│   │   │   └── google_api_proxy_setup.md
│   │   ├── integration_summary.md
│   │   ├── providers/
│   │   │   ├── mixed_provider_mode.md
│   │   │   ├── tushare/
│   │   │   │   ├── TDX_TO_TUSHARE_MIGRATION.md
│   │   │   │   ├── TUSHARE_ADAPTER_REFACTORING.md
│   │   │   │   ├── TUSHARE_ARCHITECTURE_REFACTOR.md
│   │   │   │   ├── TUSHARE_INTEGRATION_SUMMARY.md
│   │   │   │   ├── TUSHARE_USAGE_GUIDE.md
│   │   │   │   └── tdx_removal_complete.md
│   │   │   └── us/
│   │   │       ├── US_PROVIDERS_EXPLANATION.md
│   │   │       └── US_PROVIDERS_MIGRATION_SUMMARY.md
│   │   └── rate-limit/
│   │       ├── RATE_LIMIT_HANDLING.md
│   │       └── test_akshare_rate_limit.md
│   ├── learning/
│   │   ├── 01-ai-basics/
│   │   │   └── what-is-llm.md
│   │   ├── 02-prompt-engineering/
│   │   │   ├── best-practices.md
│   │   │   └── prompt-basics.md
│   │   ├── 03-model-selection/
│   │   │   └── model-comparison.md
│   │   ├── 04-analysis-principles/
│   │   │   └── multi-agent-system.md
│   │   ├── 05-risks-limitations/
│   │   │   └── risk-warnings.md
│   │   ├── 06-resources/
│   │   │   ├── paper-guide.md
│   │   │   └── tradingagents-intro.md
│   │   ├── 08-faq/
│   │   │   └── general-questions.md
│   │   └── README.md
│   ├── llm/
│   │   ├── LLM_INTEGRATION_GUIDE.md
│   │   ├── LLM_TESTING_VALIDATION_GUIDE.md
│   │   ├── MODEL_CATALOG_IMPLEMENTATION_SUMMARY.md
│   │   ├── MODEL_CATALOG_MANAGEMENT.md
│   │   ├── MODEL_CATALOG_PROVIDER_SELECT.md
│   │   ├── MODEL_CATALOG_QUICKSTART.md
│   │   ├── MODEL_FILTERING.md
│   │   ├── MODEL_PRICING_GUIDE.md
│   │   ├── MODEL_PRICING_SYNC.md
│   │   ├── MODEL_USAGE_VERIFICATION.md
│   │   ├── QIANFAN_INTEGRATION_GUIDE.md
│   │   ├── README.md
│   │   ├── google_models_guide.md
│   │   ├── google_tool_handler_optimization.md
│   │   ├── model-capability-system.md
│   │   └── model_update_summary.md
│   ├── localization/
│   │   └── chinese-social-media-integration.md
│   ├── maintenance/
│   │   ├── mongodb_index_optimization.md
│   │   └── upstream-sync.md
│   ├── migration/
│   │   ├── DATA_DIRECTORY_MIGRATION_COMPLETED.md
│   │   └── DATA_DIRECTORY_REORGANIZATION_PLAN.md
│   ├── overview/
│   │   ├── OPEN_SOURCE_DISCLAIMER.md
│   │   ├── installation.md
│   │   ├── project-overview.md
│   │   └── quick-start.md
│   ├── paper/
│   │   └── TradingAgents_论文中文版.md
│   ├── releases/
│   │   ├── CHANGELOG.md
│   │   ├── CHANGELOG_v0.1.11.md
│   │   ├── CHANGELOG_v0.1.12.md
│   │   ├── CHANGELOG_v1.0.0-preview.md
│   │   ├── VERSION_0.1.6_RELEASE_NOTES.md
│   │   ├── VERSION_0.1.7_RELEASE_NOTES.md
│   │   ├── upgrade-guide.md
│   │   ├── upgrade-to-v0.1.13-preview.md
│   │   ├── v0.1.10-release-notes.md
│   │   ├── v0.1.11-release-notes.md
│   │   ├── v0.1.12-release-notes.md
│   │   ├── v0.1.13-highlights.md
│   │   ├── v0.1.13-known-issues.md
│   │   ├── v0.1.13-release-notes.md
│   │   ├── v0.1.14-release-notes.md
│   │   ├── v0.1.15-release-notes.md
│   │   ├── v0.1.16-design-document.md
│   │   ├── v0.1.16-preview-release-notes.md
│   │   ├── v0.1.7-release-notes.md
│   │   ├── v0.1.8-release-notes.md
│   │   ├── v0.1.9-release-notes.md
│   │   ├── v1.0.0-preview-release-notes.md
│   │   └── version-comparison.md
│   ├── security/
│   │   ├── api_keys_security.md
│   │   └── auth_system_improvement.md
│   ├── summary/
│   │   ├── DOCUMENTATION_UPDATE_SUMMARY.md
│   │   ├── RECENT_IMPROVEMENTS_SUMMARY.md
│   │   ├── pe-pb-realtime-solution-summary.md
│   │   └── phase/
│   │       ├── PHASE1_CLEANUP_SUMMARY.md
│   │       ├── PHASE2_COMPLETION.md
│   │       ├── PHASE2_REORGANIZATION_SUMMARY.md
│   │       ├── PHASE3_COMPLETION.md
│   │       └── PHASE3_WEB_UI_OPTIMIZATION.md
│   ├── survey/
│   │   ├── ONLINE_SURVEY_TEMPLATE.json
│   │   ├── PROMOTION_TEMPLATES.md
│   │   ├── README.md
│   │   ├── SURVEY_ANALYSIS_GUIDE.md
│   │   └── USER_SURVEY_2025.md
│   ├── tech_reviews/
│   │   ├── 2025-10-19-backtest-papertrade-licensing-architecture.md
│   │   ├── 2025-10-19-meeting-minutes-data-consistency-backtest-paper-architecture.md
│   │   ├── 2025-10-19-plugin-architecture-and-governance.md
│   │   ├── 2025-10-19-prompt-strategization-guide.md
│   │   ├── 2025-10-19-unified-data-standard-implementation.md
│   │   ├── 2025-10-21-multi-market-code-templates.md
│   │   ├── 2025-10-21-multi-market-data-architecture-guide.md
│   │   └── 2025-11-08-multi-market-implementation-plan.md
│   ├── technical/
│   │   ├── DASHSCOPE_ADAPTER_FIX_REPORT.md
│   │   ├── DASHSCOPE_ADAPTER_SIMPLIFICATION_REPORT.md
│   │   ├── DASHSCOPE_TOOL_CALL_DEFECTS_ANALYSIS.md
│   │   ├── DASHSCOPE_TOOL_CALL_ENHANCEMENT_REPORT.md
│   │   ├── DEEPSEEK_INTEGRATION.md
│   │   ├── DeepSeek新闻分析师修复报告.md
│   │   ├── DeepSeek新闻分析师死循环修复完成报告.md
│   │   ├── DeepSeek新闻分析师死循环问题分析报告.md
│   │   ├── LLM_TOOL_CALL_FIX_REPORT.md
│   │   ├── OPENAI_COMPATIBLE_ADAPTERS.md
│   │   ├── REACTIVE_IN_H_FUNCTION.md
│   │   └── v0.1.16/
│   │       └── testing-strategy.md
│   ├── technical-debt/
│   │   └── tradingagents_optimization.md
│   ├── test_environment_setup.md
│   ├── time_estimation_optimization.md
│   ├── troubleshooting/
│   │   ├── README.md
│   │   ├── batch-analysis-concurrent-fix.md
│   │   ├── batch-analysis-fix-summary.md
│   │   ├── concurrent-safety-summary.md
│   │   ├── docker-troubleshooting.md
│   │   ├── export-issues.md
│   │   ├── finnhub-news-data-setup.md
│   │   ├── google_client_options_error.md
│   │   ├── llm-config-test-fix.md
│   │   ├── pdf_word_export_issues.md
│   │   ├── stock_name_issue.md
│   │   ├── streamlit-file-watcher-fix.md
│   │   ├── web-startup-issues.md
│   │   ├── windows10-chromadb-fix.md
│   │   └── windows_cairo_fix.md
│   ├── troubleshooting-mongodb-docker.md
│   └── usage/
│       ├── deepseek-usage-guide.md
│       ├── investment_analysis_guide.md
│       ├── web-interface-detailed-guide.md
│       └── web-interface-guide.md
├── examples/
│   ├── README.md
│   ├── __init__.py
│   ├── batch_analysis.py
│   ├── cli_demo.py
│   ├── config_management_demo.py
│   ├── crawlers/
│   │   ├── internal_message_crawler.py
│   │   ├── message_crawler_scheduler.py
│   │   └── social_media_crawler.py
│   ├── custom_analysis_demo.py
│   ├── dashscope_examples/
│   │   ├── __init__.py
│   │   ├── demo_dashscope.py
│   │   ├── demo_dashscope_chinese.py
│   │   ├── demo_dashscope_no_memory.py
│   │   └── demo_dashscope_simple.py
│   ├── data_dir_config_demo.py
│   ├── demo_deepseek_analysis.py
│   ├── demo_deepseek_simple.py
│   ├── demo_news_filtering.py
│   ├── enhanced_history_demo.py
│   ├── my_stock_analysis.py
│   ├── run_message_crawlers.py
│   ├── simple_analysis_demo.py
│   ├── stock_data_model_usage.py
│   ├── stock_list_example.py
│   ├── stock_query_examples.py
│   ├── test_enhanced_data_integration.py
│   ├── test_installation.py
│   ├── test_news_timeout.py
│   ├── token_tracking_demo.py
│   ├── tushare_demo.py
│   └── tushare_unified_demo.py
├── frontend/
│   ├── .eslintrc.cjs
│   ├── .prettierrc.json
│   ├── .yarnrc
│   ├── LICENSE
│   ├── README.md
│   ├── clear_auth.html
│   ├── env.d.ts
│   ├── index.html
│   ├── package.json
│   ├── public/
│   │   └── manifest.json
│   ├── src/
│   │   ├── App.vue
│   │   ├── api/
│   │   │   ├── analysis.ts
│   │   │   ├── auth.ts
│   │   │   ├── cache.ts
│   │   │   ├── config.ts
│   │   │   ├── database.ts
│   │   │   ├── favorites.ts
│   │   │   ├── logs.ts
│   │   │   ├── modelCapabilities.ts
│   │   │   ├── multiMarket.ts
│   │   │   ├── news.ts
│   │   │   ├── notifications.ts
│   │   │   ├── operationLogs.ts
│   │   │   ├── paper.ts
│   │   │   ├── request.ts
│   │   │   ├── scheduler.ts
│   │   │   ├── screening.ts
│   │   │   ├── stockSync.ts
│   │   │   ├── stocks.ts
│   │   │   ├── sync.ts
│   │   │   ├── tags.ts
│   │   │   ├── templates.ts
│   │   │   └── usage.ts
│   │   ├── components/
│   │   │   ├── ConfigValidator.vue
│   │   │   ├── ConfigWizard.vue
│   │   │   ├── Dashboard/
│   │   │   │   └── MultiSourceSyncCard.vue
│   │   │   ├── DeepModelSelector.vue
│   │   │   ├── Dev/
│   │   │   │   └── DevPanel.vue
│   │   │   ├── Global/
│   │   │   │   ├── GlobalConfirm.vue
│   │   │   │   ├── GlobalNotification.vue
│   │   │   │   ├── MarketSelector.vue
│   │   │   │   ├── MultiMarketStockSearch.vue
│   │   │   │   ├── TaskReportDialog.vue
│   │   │   │   └── TaskResultDialog.vue
│   │   │   ├── Layout/
│   │   │   │   ├── AppFooter.vue
│   │   │   │   ├── Breadcrumb.vue
│   │   │   │   ├── HeaderActions.vue
│   │   │   │   ├── SidebarMenu.vue
│   │   │   │   └── UserProfile.vue
│   │   │   ├── ModelConfig.vue
│   │   │   ├── NetworkStatus.vue
│   │   │   ├── Sync/
│   │   │   │   ├── DataSourceStatus.vue
│   │   │   │   ├── SyncControl.vue
│   │   │   │   ├── SyncHistory.vue
│   │   │   │   └── SyncRecommendations.vue
│   │   │   └── index.ts
│   │   ├── constants/
│   │   │   └── analysts.ts
│   │   ├── layouts/
│   │   │   └── BasicLayout.vue
│   │   ├── main.ts
│   │   ├── router/
│   │   │   └── index.ts
│   │   ├── stores/
│   │   │   ├── app.ts
│   │   │   ├── auth.ts
│   │   │   └── notifications.ts
│   │   ├── styles/
│   │   │   ├── dark-theme.scss
│   │   │   ├── index.scss
│   │   │   └── variables.scss
│   │   ├── test-import.js
│   │   ├── types/
│   │   │   ├── analysis.ts
│   │   │   ├── auth.ts
│   │   │   ├── config.ts
│   │   │   └── router.d.ts
│   │   ├── utils/
│   │   │   ├── __tests__/
│   │   │   │   └── market.test.ts
│   │   │   ├── auth.ts
│   │   │   ├── datetime.ts
│   │   │   ├── market.ts
│   │   │   ├── stock.ts
│   │   │   └── stockValidator.ts
│   │   └── views/
│   │       ├── About/
│   │       │   └── index.vue
│   │       ├── Analysis/
│   │       │   ├── AnalysisHistory.vue
│   │       │   ├── BatchAnalysis.vue
│   │       │   └── SingleAnalysis.vue
│   │       ├── Auth/
│   │       │   └── Login.vue
│   │       ├── Dashboard/
│   │       │   └── index.vue
│   │       ├── Error/
│   │       │   └── 404.vue
│   │       ├── Favorites/
│   │       │   └── index.vue
│   │       ├── Learning/
│   │       │   ├── Article.vue
│   │       │   ├── Category.vue
│   │       │   └── index.vue
│   │       ├── PaperTrading/
│   │       │   └── index.vue
│   │       ├── Queue/
│   │       │   └── index.vue
│   │       ├── Reports/
│   │       │   ├── ReportDetail.vue
│   │       │   ├── TokenStatistics.vue
│   │       │   └── index.vue
│   │       ├── Screening/
│   │       │   └── index.vue
│   │       ├── Settings/
│   │       │   ├── CacheManagement.vue
│   │       │   ├── ConfigManagement.vue
│   │       │   ├── UsageStatistics.vue
│   │       │   ├── components/
│   │       │   │   ├── DataSourceConfigDialog.vue
│   │       │   │   ├── DataSourceGroupingDialog.vue
│   │       │   │   ├── LLMConfigDialog.vue
│   │       │   │   ├── MarketCategoryDialog.vue
│   │       │   │   ├── MarketCategoryManagement.vue
│   │       │   │   ├── ModelCatalogManagement.vue
│   │       │   │   ├── ProviderDialog.vue
│   │       │   │   └── SortableDataSourceList.vue
│   │       │   └── index.vue
│   │       ├── Stocks/
│   │       │   └── Detail.vue
│   │       ├── System/
│   │       │   ├── DatabaseManagement.vue
│   │       │   ├── LogManagement.vue
│   │       │   ├── MultiSourceSync.vue
│   │       │   ├── OperationLogs.vue
│   │       │   └── SchedulerManagement.vue
│   │       └── Tasks/
│   │           └── TaskCenter.vue
│   ├── tsconfig.json
│   └── vite.config.ts
├── install/
│   ├── database_export_config.json
│   └── database_export_config_2025-11-13.json
├── main.py
├── nginx/
│   └── nginx.conf
├── pyproject.toml
├── reports/
│   ├── duplicate_logger_fix_report.md
│   ├── logger_position_fix_report.md
│   ├── logging_import_fix_report.md
│   ├── pip_freeze_local.txt
│   ├── print_to_log_conversion_report.md
│   └── syntax_error_files_report.txt
├── requirements-lock.txt
├── requirements.txt
├── scripts/
│   ├── README.md
│   ├── README_import_config.md
│   ├── USER_MANAGEMENT.md
│   ├── add_302ai_provider.py
│   ├── akshare_force_sync_all.py
│   ├── akshare_sync_optimized.py
│   ├── analyze_amount_distribution.py
│   ├── analyze_data_calls.py
│   ├── archived/
│   │   └── container_quick_init.py
│   ├── backup_branches.sh
│   ├── backup_volumes.ps1
│   ├── batch_update_docs.py
│   ├── build-amd64.ps1
│   ├── build-amd64.sh
│   ├── build-and-publish-linux.sh
│   ├── build-arm64.sh
│   ├── build-multiarch.ps1
│   ├── build-multiarch.sh
│   ├── build_docker_with_pdf.ps1
│   ├── build_docker_with_pdf.py
│   ├── build_docker_with_pdf.sh
│   ├── capture_web_screenshots.py
│   ├── check-build-context.sh
│   ├── check_000001_data.py
│   ├── check_688788_info.py
│   ├── check_akshare_data_structure.py
│   ├── check_akshare_fields.py
│   ├── check_amount_unit.py
│   ├── check_analysis_reports.py
│   ├── check_api_config.py
│   ├── check_config_coverage.py
│   ├── check_config_reports.py
│   ├── check_datasource_names.py
│   ├── check_datasource_priority_simple.py
│   ├── check_db_data.py
│   ├── check_doc_consistency.py
│   ├── check_existing_reports.py
│   ├── check_export_file.py
│   ├── check_financial_data.py
│   ├── check_financial_sample.py
│   ├── check_financial_structure.py
│   ├── check_gemini_config.py
│   ├── check_gemini_provider.py
│   ├── check_google_llm_attrs.py
│   ├── check_license.py
│   ├── check_llm_pricing.py
│   ├── check_llm_providers.py
│   ├── check_missing_dependencies.py
│   ├── check_missing_stocks.py
│   ├── check_model_config.py
│   ├── check_mongodb_data_range.py
│   ├── check_mongodb_financial_data.py
│   ├── check_mongodb_system_config.py
│   ├── check_news_data.py
│   ├── check_news_fields.py
│   ├── check_news_in_db.py
│   ├── check_ningde_data.py
│   ├── check_null_code.py
│   ├── check_old_mongodb_volume.py
│   ├── check_pdf_tools.py
│   ├── check_provider_values.py
│   ├── check_redis_cache.py
│   ├── check_redis_connections.py
│   ├── check_roe.py
│   ├── check_stock_daily_data.py
│   ├── check_stock_daily_quotes_fields.py
│   ├── check_stock_fields.py
│   ├── check_stock_source.py
│   ├── check_token_usage_collection.py
│   ├── check_tushare_data_range.py
│   ├── check_us_cache_status.py
│   ├── check_us_datasource_priority.py
│   ├── check_usage_records.py
│   ├── clean_invalid_trade_date.py
│   ├── clean_volumes.ps1
│   ├── cleanup_old_system_config.py
│   ├── cleanup_test_env.ps1
│   ├── cleanup_unused_volumes.ps1
│   ├── compare_requirements.py
│   ├── config/
│   │   └── cleanup_sensitive_in_db.py
│   ├── container_init.sh
│   ├── convert_prints_to_logs.py
│   ├── create_default_admin.py
│   ├── create_default_users.py
│   ├── debug/
│   │   ├── check_industry_data.py
│   │   ├── check_log_timezone.py
│   │   ├── check_mongodb_data.py
│   │   ├── check_real_estate_data.py
│   │   ├── check_report_detail.py
│   │   ├── check_report_fields.py
│   │   ├── check_timezone.py
│   │   ├── check_user.py
│   │   ├── check_zhipu_config.py
│   │   ├── debug_000002_detailed.py
│   │   ├── debug_000002_pe.py
│   │   ├── debug_000002_simple.py
│   │   ├── debug_analysis_issue.py
│   │   ├── debug_api_response.py
│   │   ├── debug_industries.py
│   │   ├── debug_providers.py
│   │   ├── debug_valuation_data.py
│   │   └── quick_test_stock_code.py
│   ├── debug_backfill.py
│   ├── debug_bulk_write_issue.py
│   ├── debug_data_save_process.py
│   ├── debug_default_base_url.py
│   ├── debug_docker.ps1
│   ├── debug_docker.sh
│   ├── debug_enhanced_adapter.py
│   ├── debug_frontend_api.py
│   ├── debug_mongodb_connection.py
│   ├── debug_mongodb_daily_data.py
│   ├── debug_mongodb_query.py
│   ├── debug_mongodb_time.py
│   ├── debug_news_format.py
│   ├── debug_tushare_historical_sync.py
│   ├── demo_user_activity.py
│   ├── deploy_demo.sh
│   ├── deployment/
│   │   ├── README.md
│   │   ├── build_portable_package.ps1
│   │   ├── create_github_release.py
│   │   ├── create_portable_venv.ps1
│   │   ├── create_standalone_venv.ps1
│   │   ├── deploy_stop_scripts.ps1
│   │   ├── get_vendors.ps1
│   │   ├── migrate_to_embedded_python.ps1
│   │   ├── package_venv_with_runtime.ps1
│   │   ├── rebuild_portable_venv.ps1
│   │   ├── release_v0.1.2.py
│   │   ├── release_v0.1.3.py
│   │   ├── release_v0.1.9.py
│   │   ├── setup_embedded_python.ps1
│   │   ├── sync_and_build_only.ps1
│   │   ├── sync_to_portable.ps1
│   │   ├── temp_original_build.ps1
│   │   ├── update_scripts_for_embedded_python.ps1
│   │   └── verify_venv.ps1
│   ├── development/
│   │   ├── adaptive_cache_manager.py
│   │   ├── calculate_valuation_300750.py
│   │   ├── calculate_valuation_300750_v2.py
│   │   ├── download_finnhub_sample_data.py
│   │   ├── extract_comparison_results.py
│   │   ├── fix_streamlit_watcher.py
│   │   ├── organize_scripts.py
│   │   ├── prepare_upstream_contribution.py
│   │   ├── test_hk_data_fields.py
│   │   ├── test_hk_data_with_preclose.py
│   │   ├── test_hk_pe_pb.py
│   │   ├── test_hk_technical_indicators.py
│   │   ├── test_hk_valuation_apis.py
│   │   ├── test_hk_with_financials.py
│   │   ├── test_lookback_days.py
│   │   ├── test_pre_close_fix.py
│   │   ├── test_rsi_styles.py
│   │   ├── test_unified_indicators.py
│   │   └── verify_601899_stock_info.py
│   ├── diagnose_empty_data.py
│   ├── diagnose_env_vars.py
│   ├── diagnose_historical_data_sync.py
│   ├── diagnose_nginx.ps1
│   ├── diagnose_pe_pb_data.py
│   ├── diagnose_system.py
│   ├── diagnose_usage_statistics.py
│   ├── disable_structured_logs.py
│   ├── docker/
│   │   ├── README.md
│   │   ├── docker-compose-start.bat
│   │   ├── mongo-init.js
│   │   ├── start_docker_services.bat
│   │   ├── start_docker_services.sh
│   │   ├── start_services_alt_ports.bat
│   │   ├── start_services_simple.bat
│   │   ├── stop_docker_services.bat
│   │   └── stop_docker_services.sh
│   ├── docker-init.ps1
│   ├── docker-init.sh
│   ├── docker_deployment_init.py
│   ├── docker_init.ps1
│   ├── download_finnhub_data.py
│   ├── easy_install.ps1
│   ├── easy_install.sh
│   ├── enable_mongodb_cache.py
│   ├── ensure_logs_dir.py
│   ├── export_config_data.ps1
│   ├── export_config_simple.ps1
│   ├── extract_error_files.py
│   ├── fix_auth_imports.py
│   ├── fix_chromadb.ps1
│   ├── fix_chromadb.sh
│   ├── fix_chromadb_win10.ps1
│   ├── fix_depth_value.py
│   ├── fix_docker_logging.py
│   ├── fix_duplicate_loggers.py
│   ├── fix_full_symbol_index.py
│   ├── fix_logger_position.py
│   ├── fix_logging_config_error.py
│   ├── fix_logging_imports.py
│   ├── fix_market_quotes_null_code.py
│   ├── fix_null_full_symbol.py
│   ├── fix_paper_trading_initial_cash.py
│   ├── fix_provider_id_types.py
│   ├── fix_pyyaml_windows.ps1
│   ├── fix_stock_code_issue.py
│   ├── fix_us_datasource_enabled.py
│   ├── fixes/
│   │   └── fix_level3_deadlock.py
│   ├── full_redeploy_linux.sh
│   ├── get_container_logs.py
│   ├── get_main_branch_logs.py
│   ├── git/
│   │   ├── README.md
│   │   ├── branch_manager.py
│   │   ├── check_branch_overlap.py
│   │   ├── setup_fork_environment.sh
│   │   └── upstream_git_workflow.sh
│   ├── import_config_and_create_user.py
│   ├── init-directories.ps1
│   ├── init-directories.sh
│   ├── init_model_catalog.py
│   ├── init_paper_trading_market_rules.py
│   ├── init_scheduler_metadata.py
│   ├── init_system_data.py
│   ├── inspect_view_data.py
│   ├── install_and_run.py
│   ├── install_pandoc.py
│   ├── install_pdf_tools.py
│   ├── installer/
│   │   ├── setup.ps1
│   │   ├── start_all.ps1
│   │   ├── start_services_clean.ps1
│   │   └── stop_all.ps1
│   ├── log_analyzer.py
│   ├── maintenance/
│   │   ├── analyze_differences.ps1
│   │   ├── branch_manager.py
│   │   ├── cleanup_cache.py
│   │   ├── cleanup_duplicate_stocks.py
│   │   ├── create_scripts_structure.ps1
│   │   ├── debug_integration.ps1
│   │   ├── dumpmongodb.py
│   │   ├── finalize_script_organization.py
│   │   ├── fix_imports.py
│   │   ├── fix_mongodb_reports.py
│   │   ├── fix_timezone_data.py
│   │   ├── integrate_cache_improvements.ps1
│   │   ├── migrate_env_direct.py
│   │   ├── migrate_first_contribution.ps1
│   │   ├── optimize_mongodb_indexes.py
│   │   ├── organize_root_scripts.py
│   │   ├── remove_contribution_from_git.ps1
│   │   ├── reset_stock_basics.py
│   │   ├── restart_api_and_test.py
│   │   ├── sync_upstream.py
│   │   └── version_manager.py
│   ├── manual_sync_trigger.py
│   ├── migrate_add_market_type.py
│   ├── migrate_auth_to_db.py
│   ├── migrate_config.py
│   ├── migrate_config_to_db.py
│   ├── migrate_config_to_webapi.py
│   ├── migrate_data_directories.py
│   ├── migrate_financial_data_symbol_to_code.py
│   ├── migrate_paper_trading_multi_market.py
│   ├── migrate_to_unified_logging.py
│   ├── migrate_user_preferences.py
│   ├── migrate_users_to_api.py
│   ├── migration/
│   │   ├── migrate_paper_accounts_cash_structure.py
│   │   └── standardize_stock_code_fields.py
│   ├── migrations/
│   │   ├── add_symbol_field_to_stock_basic_info.py
│   │   ├── fix_stock_basic_info_symbol.py
│   │   ├── migrate_financial_data_add_symbol.py
│   │   └── migrate_stock_basic_info_add_source_index.py
│   ├── mongo-init-debug.js
│   ├── mongo-init.js
│   ├── portable/
│   │   ├── README.md
│   │   ├── stop_all.ps1
│   │   └── stop_all_services.bat
│   ├── publish-docker-images.ps1
│   ├── publish-docker-images.sh
│   ├── quick_get_logs.ps1
│   ├── quick_get_logs.sh
│   ├── quick_login_fix.py
│   ├── quick_syntax_check.py
│   ├── quick_test.py
│   ├── quick_test_pe_pb.py
│   ├── rebuild_and_test.ps1
│   ├── restore_user_analysts.py
│   ├── restore_volumes.ps1
│   ├── setup/
│   │   ├── configure_pip_source.py
│   │   ├── create_financial_data_collection.py
│   │   ├── create_historical_data_collection.py
│   │   ├── create_message_collections.py
│   │   ├── create_news_data_collection.py
│   │   ├── create_stock_screening_view.py
│   │   ├── init_database.py
│   │   ├── init_mongodb_indexes.py
│   │   ├── init_multi_market_collections.py
│   │   ├── initialize_system.py
│   │   ├── install_packages.bat
│   │   ├── install_packages_venv.bat
│   │   ├── install_pdf_tools.py
│   │   ├── manual_pip_config.py
│   │   ├── migrate_env_to_config.py
│   │   ├── pip_manager.bat
│   │   ├── quick_install.py
│   │   ├── run_in_venv.bat
│   │   ├── setup_databases.py
│   │   ├── setup_fork_environment.ps1
│   │   ├── setup_pip_source.ps1
│   │   ├── update_gitignore.bat
│   │   └── update_historical_data_indexes.py
│   ├── setup-docker.py
│   ├── simple_async_test.py
│   ├── simple_auth_migration.py
│   ├── simple_log_test.py
│   ├── smart_start.ps1
│   ├── smart_start.sh
│   ├── start_backend_with_proxy.ps1
│   ├── start_docker.ps1
│   ├── start_docker.sh
│   ├── start_test_db.ps1
│   ├── start_worker.py
│   ├── startup/
│   │   ├── restart_mongodb_with_timezone.bat
│   │   ├── restart_mongodb_with_timezone.sh
│   │   ├── start_api.py
│   │   ├── start_backend.bat
│   │   ├── start_backend.py
│   │   ├── start_backend.sh
│   │   ├── start_backend_direct.py
│   │   ├── start_debug_services.bat
│   │   ├── start_frontend.py
│   │   ├── start_production.py
│   │   ├── start_simple.bat
│   │   ├── start_simple.sh
│   │   ├── start_web.bat
│   │   ├── start_web.ps1
│   │   ├── start_web.py
│   │   └── start_web.sh
│   ├── stock_code_validator.py
│   ├── stop_test_db.ps1
│   ├── switch_and_cleanup_volumes.ps1
│   ├── switch_to_prod_env.ps1
│   ├── switch_to_test_env.ps1
│   ├── switch_volumes_simple.ps1
│   ├── sync_financial_data.py
│   ├── sync_market_news.py
│   ├── sync_model_config_to_json.py
│   ├── sync_pricing_now.py
│   ├── syntax_checker.py
│   ├── syntax_test_script.py
│   ├── test/
│   │   └── test_hk_sync.py
│   ├── test_000001_sync.py
│   ├── test_actual_analysis_url.py
│   ├── test_aggregator_support.py
│   ├── test_akshare_baostock_multi_period.py
│   ├── test_akshare_batch_quotes.py
│   ├── test_akshare_date_format.py
│   ├── test_akshare_docker.py
│   ├── test_akshare_news.py
│   ├── test_akshare_news_sync.py
│   ├── test_akshare_rate_limit.ps1
│   ├── test_akshare_rate_limit.py
│   ├── test_akshare_ttm_calculation.py
│   ├── test_akshare_with_curl_cffi.py
│   ├── test_all_base_url_fixes.py
│   ├── test_all_sources_historical_days.py
│   ├── test_alpha_vantage_finnhub.py
│   ├── test_analyst_base_url.py
│   ├── test_api_key_edit.py
│   ├── test_api_key_priority.py
│   ├── test_api_key_validation.py
│   ├── test_api_report_000002.py
│   ├── test_api_settings.py
│   ├── test_async_progress.py
│   ├── test_bridge_system_settings.py
│   ├── test_concurrent_api.py
│   ├── test_config_bridge.py
│   ├── test_config_compatibility.py
│   ├── test_config_reload.py
│   ├── test_config_service.py
│   ├── test_config_usage.py
│   ├── test_curl_cffi.py
│   ├── test_data_preparation.py
│   ├── test_data_source_logging.py
│   ├── test_database_api.py
│   ├── test_datasource_groupings.py
│   ├── test_datasource_mapping.py
│   ├── test_date_format_fix.py
│   ├── test_default_base_url.py
│   ├── test_default_base_url_fix.py
│   ├── test_direct_mongodb.py
│   ├── test_direct_news_api.py
│   ├── test_docker_export.sh
│   ├── test_docker_logging.py
│   ├── test_docker_pdf.py
│   ├── test_eastmoney_columns.py
│   ├── test_enhanced_logging.py
│   ├── test_env_config.py
│   ├── test_env_validation.py
│   ├── test_error_formatter.py
│   ├── test_estimated_total_time.py
│   ├── test_fallback_mechanism.py
│   ├── test_financial_data_fix.py
│   ├── test_financial_data_flow.py
│   ├── test_financial_fallback.py
│   ├── test_fixed_historical_sync.py
│   ├── test_foreign_stock_api.py
│   ├── test_foreign_stock_priority.py
│   ├── test_frontend_api.py
│   ├── test_fundamentals_realtime.py
│   ├── test_fundamentals_unified.py
│   ├── test_fundamentals_with_stock_name.py
│   ├── test_google_api_connection.py
│   ├── test_google_api_with_proxy.py
│   ├── test_google_base_url.py
│   ├── test_google_sdk_basic.py
│   ├── test_historical_days_fix.py
│   ├── test_hk_error_handling.py
│   ├── test_import_export.py
│   ├── test_integration_validation.py
│   ├── test_kline_realtime.py
│   ├── test_market_type_fix.py
│   ├── test_migration.py
│   ├── test_mixed_provider_mode.py
│   ├── test_model_api_base.py
│   ├── test_model_config_fix.py
│   ├── test_model_config_params.py
│   ├── test_model_features_fix.py
│   ├── test_mongodb_as_datasource.py
│   ├── test_mongodb_model_config.py
│   ├── test_mongodb_standalone.sh
│   ├── test_mongodb_storage_init.py
│   ├── test_monkey_patch.py
│   ├── test_multi_period_data.py
│   ├── test_multi_period_sync.py
│   ├── test_multi_source_sync.py
│   ├── test_news_from_db.py
│   ├── test_news_sentiment_analysis.py
│   ├── test_news_sync.py
│   ├── test_news_unified.py
│   ├── test_no_data_error.py
│   ├── test_no_infinite_retry.py
│   ├── test_pct_chg_filter.py
│   ├── test_pe_pb_fix.py
│   ├── test_preferred_sources.py
│   ├── test_progress_fix.py
│   ├── test_progress_tracking.py
│   ├── test_provider_lookup.py
│   ├── test_proxy_config.ps1
│   ├── test_ps_calculation_verification.py
│   ├── test_qianfan_connect.py
│   ├── test_qianfan_raw.py
│   ├── test_queue.py
│   ├── test_rate_limiter.py
│   ├── test_roe_fetch.py
│   ├── test_scheduler_api_response.py
│   ├── test_scheduler_frontend.py
│   ├── test_scheduler_management.py
│   ├── test_scheduler_metadata.py
│   ├── test_screening_view.py
│   ├── test_selective_sync.py
│   ├── test_settings_meta.py
│   ├── test_simple.py
│   ├── test_sina_api.py
│   ├── test_sina_columns.py
│   ├── test_smart_progress.py
│   ├── test_ssl_retry.py
│   ├── test_startup_validator.py
│   ├── test_stock_data_api.py
│   ├── test_stock_data_preparation.py
│   ├── test_stock_fundamentals_enhanced.py
│   ├── test_stock_info.py
│   ├── test_stock_info_fallback.py
│   ├── test_stock_info_fallback_fixed.py
│   ├── test_stock_info_unified.py
│   ├── test_stock_name_issue.py
│   ├── test_string_slice.py
│   ├── test_time_estimation.py
│   ├── test_token_tracking.py
│   ├── test_ttm_calculation.py
│   ├── test_ttm_calculation_logic.py
│   ├── test_tushare_roe.py
│   ├── test_tushare_rt_k.py
│   ├── test_unified_config.py
│   ├── test_update_quotes.py
│   ├── test_usage_recording.py
│   ├── test_wait_and_retry.py
│   ├── trigger_quotes_backfill.py
│   ├── unified_data_manager.py
│   ├── update_analysis_models.py
│   ├── update_db_api_keys.py
│   ├── update_model_catalog_with_pricing.py
│   ├── user_activity_manager.py
│   ├── user_manager.bat
│   ├── user_manager.ps1
│   ├── user_password_manager.py
│   ├── validate_api_keys.py
│   ├── validation/
│   │   ├── README.md
│   │   ├── analyze_missing_pe.py
│   │   ├── analyze_stock_count.py
│   │   ├── check_300750.py
│   │   ├── check_dependencies.py
│   │   ├── check_extended_fields.py
│   │   ├── check_imports.py
│   │   ├── check_stock_collections.py
│   │   ├── check_system_status.py
│   │   ├── debug_tushare_data.py
│   │   ├── diagnose_missing_fields.py
│   │   ├── inspect_analysis_tasks_schema.py
│   │   ├── smart_config.py
│   │   ├── verify_extended_fields.py
│   │   └── verify_gitignore.py
│   ├── verify_docker_logs.py
│   ├── verify_fix.py
│   ├── verify_imported_config.py
│   ├── verify_migration.py
│   ├── verify_reports_display.md
│   ├── verify_ttm_calculation_000001.py
│   ├── view_logs.py
│   ├── windows-installer/
│   │   ├── README.md
│   │   ├── nsis/
│   │   │   └── installer.nsi
│   │   ├── prepare/
│   │   │   ├── build_portable.ps1
│   │   │   └── probe_ports.ps1
│   │   └── test_installer.ps1
│   └── 补充行业信息_akshare.py
├── tests/
│   ├── 0.1.14/
│   │   ├── cleanup_test_data.py
│   │   ├── create_sample_reports.py
│   │   ├── test_analysis_save.py
│   │   ├── test_backup_datasource.py
│   │   ├── test_comprehensive_backup.py
│   │   ├── test_data_structure.py
│   │   ├── test_fallback_mechanism.py
│   │   ├── test_google_tool_handler_fix.py
│   │   ├── test_guide_auto_hide.py
│   │   ├── test_import_fix.py
│   │   ├── test_online_tools_config.py
│   │   ├── test_real_scenario_fix.py
│   │   ├── test_tool_selection_logic.py
│   │   ├── test_tushare_direct.py
│   │   └── test_us_stock_independence.py
│   ├── FILE_ORGANIZATION_SUMMARY.md
│   ├── README.md
│   ├── __init__.py
│   ├── akshare_check_fixed.py
│   ├── akshare_isolated_test.py
│   ├── analyze_akshare_data.py
│   ├── check_key_metrics.py
│   ├── config/
│   │   ├── test_deprecations.py
│   │   ├── test_logging_config.py
│   │   ├── test_logging_json.py
│   │   └── test_settings.py
│   ├── conftest.py
│   ├── dataflows/
│   │   └── test_realtime_metrics.py
│   ├── debug_akshare_daily_basic.py
│   ├── debug_baostock_fields.py
│   ├── debug_baostock_stock_list.py
│   ├── debug_deepseek_cost.py
│   ├── debug_deepseek_cost_issue.py
│   ├── debug_full_flow.py
│   ├── debug_imports.py
│   ├── debug_test_execution.py
│   ├── debug_tool_binding_issue.py
│   ├── debug_web_issue.py
│   ├── demo_fallback_system.py
│   ├── final_gemini_test.py
│   ├── fundamentals_analyst_clean.py
│   ├── integration/
│   │   ├── __init__.py
│   │   └── test_dashscope_integration.py
│   ├── middleware/
│   │   └── test_trace_id.py
│   ├── pytest.ini
│   ├── quick_akshare_check.py
│   ├── quick_redis_test.py
│   ├── quick_test.py
│   ├── quick_test_hk.py
│   ├── services/
│   │   ├── test_quotes_backfill.py
│   │   ├── test_quotes_ingestion_and_enrichment.py
│   │   ├── test_scheduler_quotes_job.py
│   │   └── test_screening_roe_field.py
│   ├── simple_akshare_test.py
│   ├── simple_env_test.py
│   ├── system/
│   │   ├── test_config_summary.py
│   │   └── test_llm_provider_sanitization.py
│   ├── test_000002_valuation.py
│   ├── test_002027_specific.py
│   ├── test_300750_final.py
│   ├── test_agent_utils_tushare_fix.py
│   ├── test_akshare_alternative.py
│   ├── test_akshare_amount.py
│   ├── test_akshare_api.py
│   ├── test_akshare_code_format.py
│   ├── test_akshare_debug.py
│   ├── test_akshare_direct.py
│   ├── test_akshare_fixed.py
│   ├── test_akshare_functionality.py
│   ├── test_akshare_hk.py
│   ├── test_akshare_hk_apis.py
│   ├── test_akshare_performance.py
│   ├── test_akshare_priority.py
│   ├── test_akshare_priority_clean.py
│   ├── test_akshare_priority_fix.py
│   ├── test_all_analysts_hk_fix.py
│   ├── test_all_apis.py
│   ├── test_amount_fix.py
│   ├── test_amplitude_api.py
│   ├── test_analysis.py
│   ├── test_analysis_result.py
│   ├── test_analysis_with_apis.py
│   ├── test_analyst_loop_fix.py
│   ├── test_api_analysis.py
│   ├── test_api_format.py
│   ├── test_app_error_logging.py
│   ├── test_async_analysis.py
│   ├── test_asyncio_thread_pool_fix.py
│   ├── test_baostock_fixed.py
│   ├── test_baostock_quick.py
│   ├── test_baostock_stock_filter.py
│   ├── test_baostock_valuation.py
│   ├── test_batch_analysis_planA.py
│   ├── test_cache_optimization.py
│   ├── test_chinese_output.py
│   ├── test_cli_fix.py
│   ├── test_cli_hk.py
│   ├── test_cli_logging_fix.py
│   ├── test_cli_progress_display.py
│   ├── test_cli_version.py
│   ├── test_code_normalization.py
│   ├── test_complete_tool_workflow.py
│   ├── test_conditional_logic_config.py
│   ├── test_config_loading.py
│   ├── test_config_management.py
│   ├── test_config_system.py
│   ├── test_conversion.py
│   ├── test_correct_apis.py
│   ├── test_dashscope_adapter_fix.py
│   ├── test_dashscope_agent_friendly.py
│   ├── test_dashscope_openai_fix.py
│   ├── test_dashscope_quick_fix.py
│   ├── test_dashscope_simple_fix.py
│   ├── test_dashscope_token_tracking.py
│   ├── test_dashscope_tool_call_fix.py
│   ├── test_dashscope_tool_calling_fix.py
│   ├── test_data_config_cli.py
│   ├── test_data_consistency.py
│   ├── test_data_depth_levels.py
│   ├── test_data_sources_comprehensive.py
│   ├── test_data_sources_simple.py
│   ├── test_database_api.py
│   ├── test_dataframe_fix.py
│   ├── test_db_requirements_fix.py
│   ├── test_debate_flow_simulation.py
│   ├── test_decision_data.py
│   ├── test_deepseek_cost_calculation.py
│   ├── test_deepseek_cost_debug.py
│   ├── test_deepseek_cost_fix.py
│   ├── test_deepseek_integration.py
│   ├── test_deepseek_react_fix.py
│   ├── test_deepseek_token_tracking.py
│   ├── test_detailed_data_display.py
│   ├── test_detailed_progress_display.py
│   ├── test_documentation_consistency.py
│   ├── test_duplicate_progress_fix.py
│   ├── test_embedding_models.py
│   ├── test_enhanced_analysis_history.py
│   ├── test_enhanced_screening.py
│   ├── test_env_compatibility.py
│   ├── test_env_config.py
│   ├── test_existing_results.py
│   ├── test_field_config_api.py
│   ├── test_file_loading_debug.py
│   ├── test_final_config.py
│   ├── test_final_integration.py
│   ├── test_final_unified_architecture.py
│   ├── test_final_verification.py
│   ├── test_final_verification_with_config.py
│   ├── test_financial_data_validation.py
│   ├── test_financial_metrics_fix.py
│   ├── test_finnhub_connection.py
│   ├── test_finnhub_fundamentals.py
│   ├── test_finnhub_hk.py
│   ├── test_finnhub_news_fix.py
│   ├── test_fix.py
│   ├── test_fixed_analysis.py
│   ├── test_format_fix.py
│   ├── test_frontend_backend_integration.py
│   ├── test_frontend_display.py
│   ├── test_full_analysis_debug.py
│   ├── test_full_fundamentals_flow.py
│   ├── test_fundamentals_cache.py
│   ├── test_fundamentals_debug.py
│   ├── test_fundamentals_generation.py
│   ├── test_fundamentals_no_duplicate.py
│   ├── test_fundamentals_react_hk_fix.py
│   ├── test_fundamentals_tracking.py
│   ├── test_gemini_25_pro.py
│   ├── test_gemini_final.py
│   ├── test_gemini_simple.py
│   ├── test_google_memory_fix.py
│   ├── test_google_tool_handler_improvements.py
│   ├── test_graph_routing.py
│   ├── test_hk_apis_simple.py
│   ├── test_hk_data_source_fix.py
│   ├── test_hk_error_handling.py
│   ├── test_hk_fundamentals_final.py
│   ├── test_hk_fundamentals_fix.py
│   ├── test_hk_improved.py
│   ├── test_hk_priority.py
│   ├── test_hk_simple.py
│   ├── test_hk_simple_improved.py
│   ├── test_hk_stock_functionality.py
│   ├── test_import.py
│   ├── test_import_fix.py
│   ├── test_improved_hk_utils.py
│   ├── test_industries_api.py
│   ├── test_industry_screening_fix.py
│   ├── test_investment_advice_fix.py
│   ├── test_level3_deadlock_debug.py
│   ├── test_level3_fix.py
│   ├── test_llm_technical_analysis_debug.py
│   ├── test_llm_tool_call.py
│   ├── test_llm_tool_calling_comparison.py
│   ├── test_logging_fix.py
│   ├── test_login_api.py
│   ├── test_market_analyst_fix.py
│   ├── test_market_analyst_lookback.py
│   ├── test_middleware.py
│   ├── test_model_config.py
│   ├── test_mongodb_check.py
│   ├── test_mongodb_save.py
│   ├── test_news_analyst_fix.py
│   ├── test_news_analyst_integration.py
│   ├── test_news_filtering.py
│   ├── test_news_timeout_fix.py
│   ├── test_non_blocking.py
│   ├── test_notification_removal.py
│   ├── test_openai_config_fix.py
│   ├── test_operation_logs.py
│   ├── test_optimized_data_depth.py
│   ├── test_optimized_fundamentals.py
│   ├── test_optimized_fundamentals_simple.py
│   ├── test_optimized_prompts.py
│   ├── test_pb_calculation_fix.py
│   ├── test_performance_comparison.py
│   ├── test_profitable_stock.py
│   ├── test_progress.py
│   ├── test_progress_steps.py
│   ├── test_progress_time_calculation.py
│   ├── test_prompt_optimization_effect.py
│   ├── test_pydantic_fix.py
│   ├── test_pypandoc_functionality.py
│   ├── test_query.py
│   ├── test_quick_async.py
│   ├── test_quick_fix.py
│   ├── test_quotes_ingestion.py
│   ├── test_quotes_sync_status.py
│   ├── test_raw_data_display.py
│   ├── test_real_data_levels.py
│   ├── test_real_deepseek_cost.py
│   ├── test_real_estate_api.py
│   ├── test_real_volume_issue.py
│   ├── test_redis_performance.py
│   ├── test_reports_api.py
│   ├── test_reports_fix.py
│   ├── test_request_deduplication.py
│   ├── test_research_depth_5_levels.py
│   ├── test_research_depth_mapping.py
│   ├── test_risk_assessment.py
│   ├── test_sanitize_export.py
│   ├── test_sanitize_real_data.py
│   ├── test_screening_fields.py
│   ├── test_screening_fix.py
│   ├── test_server_config.py
│   ├── test_signal_processing_logging.py
│   ├── test_signal_processor_debug.py
│   ├── test_signal_processor_fix.py
│   ├── test_simple_depth_check.py
│   ├── test_simple_fundamentals.py
│   ├── test_simple_tracking.py
│   ├── test_smart_system.py
│   ├── test_sse_and_worker_config.py
│   ├── test_stock_code_tracking.py
│   ├── test_stock_codes.py
│   ├── test_stock_data_service.py
│   ├── test_stock_info_debug.py
│   ├── test_stock_market_identification.py
│   ├── test_summary_recommendation.py
│   ├── test_symbol_field_fix.py
│   ├── test_sync_control_functions.py
│   ├── test_sync_history_api.py
│   ├── test_sync_history_fix.py
│   ├── test_sync_user_feedback.py
│   ├── test_system_config_summary_sse_queue.py
│   ├── test_system_simple.py
│   ├── test_target_price.py
│   ├── test_time_estimation_display.py
│   ├── test_timezone_fix.py
│   ├── test_tool_binding_fix.py
│   ├── test_tool_call_issue.py
│   ├── test_tool_execution_flow.py
│   ├── test_tool_interception.py
│   ├── test_tool_removal.py
│   ├── test_tool_selection_debug.py
│   ├── test_toolkit_tools.py
│   ├── test_trading_time_logic.py
│   ├── test_tradingagents_runtime_settings.py
│   ├── test_tushare_integration.py
│   ├── test_tushare_unified/
│   │   ├── __init__.py
│   │   ├── test_tushare_provider.py
│   │   └── test_tushare_sync_service.py
│   ├── test_unified_architecture.py
│   ├── test_unified_config.py
│   ├── test_unified_fundamentals.py
│   ├── test_unified_news_tool.py
│   ├── test_us_stock_analysis.py
│   ├── test_user_check.py
│   ├── test_validation_fix.py
│   ├── test_valuation_check.py
│   ├── test_valuation_simple.py
│   ├── test_volume_format.html
│   ├── test_volume_mapping_issue.py
│   ├── test_vscode_config.py
│   ├── test_web_api_akshare.py
│   ├── test_web_config_page.py
│   ├── test_web_fix.py
│   ├── test_web_hk.py
│   ├── test_web_interface.py
│   ├── test_workflow_integration.py
│   ├── testgoogle.py
│   ├── tradingagents/
│   │   └── test_app_cache_toggle.py
│   ├── unit/
│   │   ├── dataflows/
│   │   │   └── test_unified_dataframe.py
│   │   ├── test_stocks_kline_news_api.py
│   │   └── tools/
│   │       └── analysis/
│   │           └── test_indicators_uil.py
│   ├── verify_config.py
│   └── verify_mongodb_data.py
├── tradingagents/
│   ├── __init__.py
│   ├── agents/
│   │   ├── __init__.py
│   │   ├── analysts/
│   │   │   ├── china_market_analyst.py
│   │   │   ├── fundamentals_analyst.py
│   │   │   ├── market_analyst.py
│   │   │   ├── news_analyst.py
│   │   │   └── social_media_analyst.py
│   │   ├── managers/
│   │   │   ├── research_manager.py
│   │   │   └── risk_manager.py
│   │   ├── researchers/
│   │   │   ├── bear_researcher.py
│   │   │   └── bull_researcher.py
│   │   ├── risk_mgmt/
│   │   │   ├── aggresive_debator.py
│   │   │   ├── conservative_debator.py
│   │   │   └── neutral_debator.py
│   │   ├── trader/
│   │   │   └── trader.py
│   │   └── utils/
│   │       ├── agent_states.py
│   │       ├── agent_utils.py
│   │       ├── chromadb_config.py
│   │       ├── google_tool_handler.py
│   │       └── memory.py
│   ├── api/
│   │   └── stock_api.py
│   ├── config/
│   │   ├── __init__.py
│   │   ├── config_manager.py
│   │   ├── database_config.py
│   │   ├── database_manager.py
│   │   ├── env_utils.py
│   │   ├── mongodb_storage.py
│   │   ├── providers_config.py
│   │   ├── runtime_settings.py
│   │   ├── tushare_config.py
│   │   └── usage_models.py
│   ├── constants/
│   │   ├── __init__.py
│   │   └── data_sources.py
│   ├── dataflows/
│   │   ├── README.md
│   │   ├── __init__.py
│   │   ├── _compat_imports.py
│   │   ├── cache/
│   │   │   ├── __init__.py
│   │   │   ├── adaptive.py
│   │   │   ├── app_adapter.py
│   │   │   ├── data_cache/
│   │   │   │   └── us_fundamentals/
│   │   │   │       └── 300750.SZ_fundamentals_a1cc6e9ff077.txt
│   │   │   ├── db_cache.py
│   │   │   ├── file_cache.py
│   │   │   ├── integrated.py
│   │   │   └── mongodb_cache_adapter.py
│   │   ├── data_completeness_checker.py
│   │   ├── data_source_manager.py
│   │   ├── interface.py
│   │   ├── news/
│   │   │   ├── __init__.py
│   │   │   ├── chinese_finance.py
│   │   │   ├── google_news.py
│   │   │   ├── realtime_news.py
│   │   │   └── reddit.py
│   │   ├── optimized_china_data.py
│   │   ├── providers/
│   │   │   ├── __init__.py
│   │   │   ├── base_provider.py
│   │   │   ├── china/
│   │   │   │   ├── __init__.py
│   │   │   │   ├── akshare.py
│   │   │   │   ├── baostock.py
│   │   │   │   ├── fundamentals_snapshot.py
│   │   │   │   └── tushare.py
│   │   │   ├── examples/
│   │   │   │   ├── __init__.py
│   │   │   │   └── example_sdk.py
│   │   │   ├── hk/
│   │   │   │   ├── __init__.py
│   │   │   │   ├── hk_stock.py
│   │   │   │   └── improved_hk.py
│   │   │   └── us/
│   │   │       ├── __init__.py
│   │   │       ├── alpha_vantage_common.py
│   │   │       ├── alpha_vantage_fundamentals.py
│   │   │       ├── alpha_vantage_news.py
│   │   │       ├── finnhub.py
│   │   │       ├── optimized.py
│   │   │       └── yfinance.py
│   │   ├── realtime_metrics.py
│   │   ├── realtime_news_utils.py
│   │   ├── stock_api.py
│   │   ├── stock_data_service.py
│   │   └── technical/
│   │       ├── __init__.py
│   │       └── stockstats.py
│   ├── default_config.py
│   ├── graph/
│   │   ├── __init__.py
│   │   ├── conditional_logic.py
│   │   ├── propagation.py
│   │   ├── reflection.py
│   │   ├── setup.py
│   │   ├── signal_processing.py
│   │   └── trading_graph.py
│   ├── llm_adapters/
│   │   ├── __init__.py
│   │   ├── dashscope_openai_adapter.py
│   │   ├── deepseek_adapter.py
│   │   ├── google_openai_adapter.py
│   │   └── openai_compatible_base.py
│   ├── models/
│   │   └── stock_data_models.py
│   ├── tools/
│   │   ├── analysis/
│   │   │   └── indicators.py
│   │   └── unified_news_tool.py
│   └── utils/
│       ├── dataflow_utils.py
│       ├── enhanced_news_filter.py
│       ├── enhanced_news_retriever.py
│       ├── logging_init.py
│       ├── logging_manager.py
│       ├── news_filter.py
│       ├── news_filter_integration.py
│       ├── stock_utils.py
│       ├── stock_validator.py
│       └── tool_logging.py
├── utils/
│   ├── check_version_consistency.py
│   ├── cleanup_unnecessary_dirs.py
│   ├── data_config.py
│   ├── fundamentals_analysis_fix.md
│   └── update_data_source_references.py
└── web/
    ├── CACHE_CLEANING_GUIDE.md
    ├── README.md
    ├── app.py
    ├── components/
    │   ├── __init__.py
    │   ├── analysis_form.py
    │   ├── analysis_results.py
    │   ├── async_progress_display.py
    │   ├── header.py
    │   ├── login.py
    │   ├── operation_logs.py
    │   ├── results_display.py
    │   ├── sidebar.py
    │   └── user_activity_dashboard.py
    ├── config/
    │   └── USER_MANAGEMENT.md
    ├── modules/
    │   ├── cache_management.py
    │   ├── config_management.py
    │   ├── database_management.py
    │   └── token_statistics.py
    ├── run_web.py
    └── utils/
        ├── __init__.py
        ├── analysis_runner.py
        ├── api_checker.py
        ├── async_progress_tracker.py
        ├── auth_manager.py
        ├── cookie_manager.py
        ├── docker_pdf_adapter.py
        ├── file_session_manager.py
        ├── mongodb_report_manager.py
        ├── persistence.py
        ├── progress_log_handler.py
        ├── progress_tracker.py
        ├── redis_session_manager.py
        ├── report_exporter.py
        ├── session_persistence.py
        ├── smart_session_manager.py
        ├── thread_tracker.py
        ├── ui_utils.py
        └── user_activity_logger.py

SYMBOL INDEX (5851 symbols across 980 files)

FILE: app/__main__.py
  function check_env_file (line 42) | def check_env_file():
  function main (line 113) | def main():

FILE: app/constants/model_capabilities.py
  class ModelCapabilityLevel (line 17) | class ModelCapabilityLevel(IntEnum):
  class ModelRole (line 26) | class ModelRole(str, Enum):
  class ModelFeature (line 33) | class ModelFeature(str, Enum):
  function get_model_capability_badge (line 353) | def get_model_capability_badge(level: int) -> Dict[str, str]:
  function get_role_badge (line 365) | def get_role_badge(role: ModelRole) -> Dict[str, str]:
  function get_feature_badge (line 375) | def get_feature_badge(feature: ModelFeature) -> Dict[str, str]:
  function is_aggregator_model (line 431) | def is_aggregator_model(model_name: str) -> bool:
  function parse_aggregator_model (line 444) | def parse_aggregator_model(model_name: str) -> Tuple[str, str]:

FILE: app/core/config.py
  class Settings (line 22) | class Settings(BaseSettings):
    method MONGO_URI (line 45) | def MONGO_URI(self) -> str:
    method MONGO_DB (line 53) | def MONGO_DB(self) -> str:
    method REDIS_URL (line 66) | def REDIS_URL(self) -> str:
    method log_dir (line 257) | def log_dir(self) -> str:
    method is_production (line 280) | def is_production(self) -> bool:
  function get_settings (line 299) | def get_settings() -> Settings:

FILE: app/core/config_bridge.py
  function bridge_config_to_env (line 15) | def bridge_config_to_env():
  function _bridge_datasource_details (line 295) | def _bridge_datasource_details(data_source_configs) -> int:
  function _bridge_system_settings (line 355) | def _bridge_system_settings() -> int:
  function get_bridged_api_key (line 494) | def get_bridged_api_key(provider: str) -> Optional[str]:
  function get_bridged_model (line 508) | def get_bridged_model(model_type: str = "default") -> Optional[str]:
  function clear_bridged_config (line 526) | def clear_bridged_config():
  function reload_bridged_config (line 580) | def reload_bridged_config():
  function _sync_pricing_config (line 591) | def _sync_pricing_config(llm_configs):
  function sync_pricing_config_now (line 630) | def sync_pricing_config_now():
  function _handle_sync_task_result (line 659) | def _handle_sync_task_result(task):
  function _sync_pricing_config_from_db (line 669) | async def _sync_pricing_config_from_db():

FILE: app/core/config_compat.py
  class ConfigManagerCompat (line 19) | class ConfigManagerCompat:
    method __init__ (line 26) | def __init__(self):
    method _emit_deprecation_warning (line 31) | def _emit_deprecation_warning(self):
    method get_data_dir (line 43) | def get_data_dir(self) -> str:
    method load_settings (line 58) | def load_settings(self) -> Dict[str, Any]:
    method save_settings (line 84) | def save_settings(self, settings_dict: Dict[str, Any]) -> bool:
    method get_models (line 111) | def get_models(self) -> List[Dict[str, Any]]:
    method get_model_config (line 144) | def get_model_config(self, provider: str, model_name: str) -> Optional...
    method _get_default_settings (line 161) | def _get_default_settings(self) -> Dict[str, Any]:
  class TokenTrackerCompat (line 179) | class TokenTrackerCompat:
    method __init__ (line 186) | def __init__(self):
    method track_usage (line 190) | def track_usage(
    method get_usage_summary (line 228) | def get_usage_summary(self) -> Dict[str, Any]:
    method reset_usage (line 237) | def reset_usage(self):
  function get_config_manager (line 248) | def get_config_manager() -> ConfigManagerCompat:
  function get_token_tracker (line 258) | def get_token_tracker() -> TokenTrackerCompat:

FILE: app/core/database.py
  class DatabaseManager (line 30) | class DatabaseManager:
    method __init__ (line 33) | def __init__(self):
    method init_mongodb (line 41) | async def init_mongodb(self):
    method init_redis (line 74) | async def init_redis(self):
    method close_connections (line 104) | async def close_connections(self):
    method health_check (line 134) | async def health_check(self) -> dict:
    method is_healthy (line 180) | def is_healthy(self) -> bool:
  function init_database (line 189) | async def init_database():
  function init_database_views_and_indexes (line 214) | async def init_database_views_and_indexes():
  function create_stock_screening_view (line 232) | async def create_stock_screening_view(db):
  function create_database_indexes (line 347) | async def create_database_indexes(db):
  function close_database (line 371) | async def close_database():
  function get_mongo_client (line 384) | def get_mongo_client() -> AsyncIOMotorClient:
  function get_mongo_db (line 391) | def get_mongo_db() -> AsyncIOMotorDatabase:
  function get_mongo_db_sync (line 398) | def get_mongo_db_sync() -> Database:
  function get_redis_client (line 422) | def get_redis_client() -> Redis:
  function get_database_health (line 429) | async def get_database_health() -> dict:
  function get_database (line 439) | def get_database():

FILE: app/core/dev_config.py
  class DevConfig (line 10) | class DevConfig:
    method get_uvicorn_config (line 100) | def get_uvicorn_config(cls, debug: bool = True) -> dict:
    method setup_logging (line 112) | def setup_logging(cls, debug: bool = True):

FILE: app/core/logging_config.py
  function resolve_logging_cfg_path (line 31) | def resolve_logging_cfg_path() -> Path:
  class SimpleJsonFormatter (line 41) | class SimpleJsonFormatter(logging.Formatter):
    method format (line 43) | def format(self, record: logging.LogRecord) -> str:
  function _parse_size (line 55) | def _parse_size(size_str: str) -> int:
  function setup_logging (line 66) | def setup_logging(log_level: str = "INFO"):

FILE: app/core/logging_context.py
  class LoggingContextFilter (line 8) | class LoggingContextFilter(logging.Filter):
    method filter (line 13) | def filter(self, record: logging.LogRecord) -> bool:

FILE: app/core/rate_limiter.py
  class RateLimiter (line 14) | class RateLimiter:
    method __init__ (line 21) | def __init__(self, max_calls: int, time_window: float, name: str = "Ra...
    method acquire (line 43) | async def acquire(self):
    method get_stats (line 79) | def get_stats(self) -> dict:
    method reset_stats (line 92) | def reset_stats(self):
  class TushareRateLimiter (line 100) | class TushareRateLimiter(RateLimiter):
    method __init__ (line 116) | def __init__(self, tier: str = "standard", safety_margin: float = 0.8):
  class AKShareRateLimiter (line 147) | class AKShareRateLimiter(RateLimiter):
    method __init__ (line 154) | def __init__(self, max_calls: int = 60, time_window: float = 60):
  class BaoStockRateLimiter (line 169) | class BaoStockRateLimiter(RateLimiter):
    method __init__ (line 176) | def __init__(self, max_calls: int = 100, time_window: float = 60):
  function get_tushare_rate_limiter (line 197) | def get_tushare_rate_limiter(tier: str = "standard", safety_margin: floa...
  function get_akshare_rate_limiter (line 205) | def get_akshare_rate_limiter() -> AKShareRateLimiter:
  function get_baostock_rate_limiter (line 213) | def get_baostock_rate_limiter() -> BaoStockRateLimiter:
  function reset_all_limiters (line 221) | def reset_all_limiters():

FILE: app/core/redis_client.py
  function init_redis (line 17) | async def init_redis():
  function close_redis (line 49) | async def close_redis():
  function get_redis (line 63) | def get_redis() -> redis.Redis:
  class RedisKeys (line 70) | class RedisKeys:
  class RedisService (line 104) | class RedisService:
    method __init__ (line 107) | def __init__(self):
    method set_with_ttl (line 110) | async def set_with_ttl(self, key: str, value: str, ttl: int = 3600):
    method get_json (line 114) | async def get_json(self, key: str):
    method set_json (line 122) | async def set_json(self, key: str, value: dict, ttl: int = None):
    method increment_with_ttl (line 131) | async def increment_with_ttl(self, key: str, ttl: int = 3600):
    method add_to_queue (line 139) | async def add_to_queue(self, queue_key: str, item: dict):
    method pop_from_queue (line 144) | async def pop_from_queue(self, queue_key: str, timeout: int = 1):
    method get_queue_length (line 152) | async def get_queue_length(self, queue_key: str):
    method add_to_set (line 156) | async def add_to_set(self, set_key: str, value: str):
    method remove_from_set (line 160) | async def remove_from_set(self, set_key: str, value: str):
    method is_in_set (line 164) | async def is_in_set(self, set_key: str, value: str):
    method get_set_size (line 168) | async def get_set_size(self, set_key: str):
    method acquire_lock (line 172) | async def acquire_lock(self, lock_key: str, timeout: int = 30):
    method release_lock (line 181) | async def release_lock(self, lock_key: str, lock_value: str):
  function get_redis_service (line 197) | def get_redis_service() -> RedisService:

FILE: app/core/response.py
  function ok (line 9) | def ok(data: Any = None, message: str = "ok") -> Dict[str, Any]:
  function fail (line 21) | def fail(message: str = "error", code: int = 500, data: Any = None) -> D...

FILE: app/core/startup_validator.py
  class ConfigLevel (line 16) | class ConfigLevel(Enum):
  class ConfigItem (line 24) | class ConfigItem:
  class ValidationResult (line 35) | class ValidationResult:
  class StartupValidator (line 44) | class StartupValidator:
    method __init__ (line 115) | def __init__(self):
    method _is_valid_api_key (line 124) | def _is_valid_api_key(self, api_key: str) -> bool:
    method validate (line 158) | def validate(self) -> ValidationResult:
    method _validate_required_configs (line 184) | def _validate_required_configs(self):
    method _validate_recommended_configs (line 198) | def _validate_recommended_configs(self):
    method _check_security_configs (line 213) | def _check_security_configs(self):
    method _print_validation_result (line 236) | def _print_validation_result(self):
    method raise_if_failed (line 289) | def raise_if_failed(self):
  class ConfigurationError (line 310) | class ConfigurationError(Exception):
  function validate_startup_config (line 315) | def validate_startup_config() -> ValidationResult:

FILE: app/core/unified_config.py
  class ConfigPaths (line 21) | class ConfigPaths:
  class UnifiedConfigManager (line 34) | class UnifiedConfigManager:
    method __init__ (line 37) | def __init__(self):
    method _get_file_mtime (line 42) | def _get_file_mtime(self, file_path: Path) -> float:
    method _is_cache_valid (line 49) | def _is_cache_valid(self, cache_key: str, file_path: Path) -> bool:
    method _load_json_file (line 59) | def _load_json_file(self, file_path: Path, cache_key: str = None) -> D...
    method _save_json_file (line 79) | def _save_json_file(self, file_path: Path, data: Dict[str, Any], cache...
    method get_legacy_models (line 93) | def get_legacy_models(self) -> List[Dict[str, Any]]:
    method get_llm_configs (line 97) | def get_llm_configs(self) -> List[LLMConfig]:
    method save_llm_config (line 125) | def save_llm_config(self, llm_config: LLMConfig) -> bool:
    method get_system_settings (line 163) | def get_system_settings(self) -> Dict[str, Any]:
    method save_system_settings (line 167) | def save_system_settings(self, settings: Dict[str, Any]) -> bool:
    method get_default_model (line 226) | def get_default_model(self) -> str:
    method set_default_model (line 232) | def set_default_model(self, model_name: str) -> bool:
    method get_quick_analysis_model (line 238) | def get_quick_analysis_model(self) -> str:
    method get_deep_analysis_model (line 244) | def get_deep_analysis_model(self) -> str:
    method set_analysis_models (line 250) | def set_analysis_models(self, quick_model: str, deep_model: str) -> bool:
    method get_data_source_configs (line 259) | def get_data_source_configs(self) -> List[DataSourceConfig]:
    method get_data_source_configs_async (line 327) | async def get_data_source_configs_async(self) -> List[DataSourceConfig]:
    method get_database_configs (line 408) | def get_database_configs(self) -> List[DatabaseConfig]:
    method get_unified_system_config (line 440) | async def get_unified_system_config(self) -> SystemConfig:
    method sync_to_legacy_format (line 466) | def sync_to_legacy_format(self, system_config: SystemConfig) -> bool:

FILE: app/main.py
  function get_version (line 74) | def get_version() -> str:
  function _print_config_summary (line 85) | async def _print_config_summary(logger):
  function lifespan (line 216) | async def lifespan(app: FastAPI):
  function log_requests (line 636) | async def log_requests(request: Request, call_next):
  function global_exception_handler (line 664) | async def global_exception_handler(request: Request, exc: Exception):
  function test_log (line 680) | async def test_log():
  function root (line 734) | async def root():

FILE: app/middleware/error_handler.py
  class ErrorHandlerMiddleware (line 15) | class ErrorHandlerMiddleware(BaseHTTPMiddleware):
    method dispatch (line 18) | async def dispatch(self, request: Request, call_next: Callable) -> Res...
    method handle_error (line 25) | async def handle_error(self, request: Request, exc: Exception) -> JSON...

FILE: app/middleware/operation_log_middleware.py
  function set_operation_log_enabled (line 21) | def set_operation_log_enabled(flag: bool) -> None:
  class OperationLogMiddleware (line 27) | class OperationLogMiddleware(BaseHTTPMiddleware):
    method __init__ (line 30) | def __init__(self, app, skip_paths: Optional[list] = None):
    method dispatch (line 57) | async def dispatch(self, request: Request, call_next):
    method _should_skip_logging (line 98) | def _should_skip_logging(self, request: Request) -> bool:
    method _get_client_ip (line 121) | def _get_client_ip(self, request: Request) -> str:
    method _get_user_info (line 138) | async def _get_user_info(self, request: Request) -> Optional[Dict[str,...
    method _get_action_type (line 169) | def _get_action_type(self, path: str) -> str:
    method _get_action_description (line 177) | def _get_action_description(self, method: str, path: str, request: Req...
    method _log_operation (line 230) | async def _log_operation(
  function manual_log_operation (line 283) | async def manual_log_operation(

FILE: app/middleware/rate_limit.py
  class RateLimitMiddleware (line 15) | class RateLimitMiddleware(BaseHTTPMiddleware):
    method __init__ (line 18) | def __init__(self, app, default_rate_limit: int = 100):
    method dispatch (line 31) | async def dispatch(self, request: Request, call_next: Callable) -> Res...
    method check_rate_limit (line 53) | async def check_rate_limit(self, user_id: str, endpoint: str):
  class QuotaMiddleware (line 98) | class QuotaMiddleware(BaseHTTPMiddleware):
    method __init__ (line 101) | def __init__(self, app, daily_quota: int = 1000):
    method dispatch (line 112) | async def dispatch(self, request: Request, call_next: Callable) -> Res...
    method check_daily_quota (line 134) | async def check_daily_quota(self, user_id: str):

FILE: app/middleware/request_id.py
  class RequestIDMiddleware (line 19) | class RequestIDMiddleware(BaseHTTPMiddleware):
    method dispatch (line 22) | async def dispatch(self, request: Request, call_next: Callable) -> Res...

FILE: app/models/analysis.py
  class AnalysisStatus (line 14) | class AnalysisStatus(str, Enum):
  class BatchStatus (line 23) | class BatchStatus(str, Enum):
  class AnalysisParameters (line 33) | class AnalysisParameters(BaseModel):
  class AnalysisResult (line 56) | class AnalysisResult(BaseModel):
  class AnalysisTask (line 72) | class AnalysisTask(BaseModel):
  class AnalysisBatch (line 106) | class AnalysisBatch(BaseModel):
  class StockInfo (line 139) | class StockInfo(BaseModel):
  class SingleAnalysisRequest (line 154) | class SingleAnalysisRequest(BaseModel):
    method get_symbol (line 160) | def get_symbol(self) -> str:
  class BatchAnalysisRequest (line 165) | class BatchAnalysisRequest(BaseModel):
    method get_symbols (line 173) | def get_symbols(self) -> List[str]:
  class AnalysisTaskResponse (line 178) | class AnalysisTaskResponse(BaseModel):
    method serialize_datetime (line 193) | def serialize_datetime(self, dt: Optional[datetime], _info) -> Optiona...
  class AnalysisBatchResponse (line 200) | class AnalysisBatchResponse(BaseModel):
    method serialize_datetime (line 216) | def serialize_datetime(self, dt: Optional[datetime], _info) -> Optiona...
  class AnalysisHistoryQuery (line 223) | class AnalysisHistoryQuery(BaseModel):
    method get_symbol (line 234) | def get_symbol(self) -> Optional[str]:

FILE: app/models/config.py
  class ModelProvider (line 14) | class ModelProvider(str, Enum):
  class LLMProvider (line 42) | class LLMProvider(BaseModel):
  class ModelInfo (line 69) | class ModelInfo(BaseModel):
  class ModelCatalog (line 88) | class ModelCatalog(BaseModel):
  class LLMProviderRequest (line 100) | class LLMProviderRequest(BaseModel):
  class LLMProviderResponse (line 121) | class LLMProviderResponse(BaseModel):
  class DataSourceType (line 146) | class DataSourceType(str, Enum):
  class DatabaseType (line 177) | class DatabaseType(str, Enum):
  class LLMConfig (line 186) | class LLMConfig(BaseModel):
  class DataSourceConfig (line 237) | class DataSourceConfig(BaseModel):
  class DatabaseConfig (line 258) | class DatabaseConfig(BaseModel):
  class MarketCategory (line 274) | class MarketCategory(BaseModel):
  class DataSourceGrouping (line 286) | class DataSourceGrouping(BaseModel):
  class UsageRecord (line 296) | class UsageRecord(BaseModel):
  class UsageStatistics (line 311) | class UsageStatistics(BaseModel):
  class SystemConfig (line 323) | class SystemConfig(BaseModel):
  class LLMConfigRequest (line 356) | class LLMConfigRequest(BaseModel):
  class DataSourceConfigRequest (line 389) | class DataSourceConfigRequest(BaseModel):
  class MarketCategoryRequest (line 408) | class MarketCategoryRequest(BaseModel):
  class DataSourceGroupingRequest (line 418) | class DataSourceGroupingRequest(BaseModel):
  class DataSourceOrderRequest (line 426) | class DataSourceOrderRequest(BaseModel):
  class DatabaseConfigRequest (line 431) | class DatabaseConfigRequest(BaseModel):
  class SystemConfigResponse (line 447) | class SystemConfigResponse(BaseModel):
    method serialize_datetime (line 463) | def serialize_datetime(self, dt: Optional[datetime], _info) -> Optiona...
  class ConfigTestRequest (line 470) | class ConfigTestRequest(BaseModel):
  class ConfigTestResponse (line 476) | class ConfigTestResponse(BaseModel):

FILE: app/models/notification.py
  function to_str_id (line 12) | def to_str_id(v: Any) -> str:
  class NotificationCreate (line 25) | class NotificationCreate(BaseModel):
  class NotificationDB (line 36) | class NotificationDB(BaseModel):
  class NotificationOut (line 50) | class NotificationOut(BaseModel):
    method serialize_datetime (line 61) | def serialize_datetime(self, dt: Optional[datetime], _info) -> Optiona...
  class NotificationList (line 68) | class NotificationList(BaseModel):

FILE: app/models/operation_log.py
  class OperationLogCreate (line 11) | class OperationLogCreate(BaseModel):
  class OperationLogResponse (line 24) | class OperationLogResponse(BaseModel):
    method serialize_datetime (line 42) | def serialize_datetime(self, dt: datetime, _info) -> Optional[str]:
  class OperationLogQuery (line 49) | class OperationLogQuery(BaseModel):
  class OperationLogListResponse (line 61) | class OperationLogListResponse(BaseModel):
  class OperationLogStats (line 68) | class OperationLogStats(BaseModel):
  class OperationLogStatsResponse (line 78) | class OperationLogStatsResponse(BaseModel):
  class ClearLogsRequest (line 85) | class ClearLogsRequest(BaseModel):
  class ClearLogsResponse (line 91) | class ClearLogsResponse(BaseModel):
  class ActionType (line 99) | class ActionType:
  function convert_objectid_to_str (line 132) | def convert_objectid_to_str(doc: Dict[str, Any]) -> Dict[str, Any]:

FILE: app/models/screening.py
  class OperatorType (line 10) | class OperatorType(str, Enum):
  class FieldType (line 26) | class FieldType(str, Enum):
  class ScreeningCondition (line 33) | class ScreeningCondition(BaseModel):
    class Config (line 40) | class Config:
  class ScreeningRequest (line 44) | class ScreeningRequest(BaseModel):
  class ScreeningResponse (line 62) | class ScreeningResponse(BaseModel):
  class FieldInfo (line 71) | class FieldInfo(BaseModel):
  class FieldStatistics (line 92) | class FieldStatistics(BaseModel):

FILE: app/models/stock_models.py
  function to_str_id (line 11) | def to_str_id(v: Any) -> str:
  class MarketInfo (line 28) | class MarketInfo(BaseModel):
  class TechnicalIndicators (line 38) | class TechnicalIndicators(BaseModel):
  class StockBasicInfoExtended (line 54) | class StockBasicInfoExtended(BaseModel):
    class Config (line 119) | class Config:
  class MarketQuotesExtended (line 153) | class MarketQuotesExtended(BaseModel):
    class Config (line 197) | class Config:
  class StockBasicInfoResponse (line 224) | class StockBasicInfoResponse(BaseModel):
  class MarketQuotesResponse (line 231) | class MarketQuotesResponse(BaseModel):
  class StockListResponse (line 238) | class StockListResponse(BaseModel):

FILE: app/models/user.py
  function validate_object_id (line 14) | def validate_object_id(v: Any) -> ObjectId:
  function serialize_object_id (line 24) | def serialize_object_id(v: ObjectId) -> str:
  class UserPreferences (line 37) | class UserPreferences(BaseModel):
  class FavoriteStock (line 61) | class FavoriteStock(BaseModel):
  class User (line 73) | class User(BaseModel):
  class UserCreate (line 102) | class UserCreate(BaseModel):
  class UserUpdate (line 109) | class UserUpdate(BaseModel):
  class UserResponse (line 117) | class UserResponse(BaseModel):
    method serialize_datetime (line 134) | def serialize_datetime(self, dt: Optional[datetime], _info) -> Optiona...
  class UserLogin (line 141) | class UserLogin(BaseModel):
  class UserSession (line 147) | class UserSession(BaseModel):
    method serialize_datetime (line 158) | def serialize_datetime(self, dt: Optional[datetime], _info) -> Optiona...
  class TokenResponse (line 165) | class TokenResponse(BaseModel):

FILE: app/routers/akshare_init.py
  class InitializationRequest (line 33) | class InitializationRequest(BaseModel):
  class SyncRequest (line 40) | class SyncRequest(BaseModel):
  function get_database_status (line 47) | async def get_database_status():
  function test_akshare_connection (line 109) | async def test_akshare_connection():
  function start_full_initialization (line 146) | async def start_full_initialization(
  function start_basic_sync (line 204) | async def start_basic_sync(
  function get_initialization_status (line 260) | async def get_initialization_status():
  function stop_initialization (line 287) | async def stop_initialization(current_user: dict = Depends(get_current_u...
  function _run_full_initialization_background (line 326) | async def _run_full_initialization_background(historical_days: int, forc...
  function _run_basic_sync_background (line 352) | async def _run_basic_sync_background(force_update: bool):

FILE: app/routers/analysis.py
  class SingleAnalyzeRequest (line 29) | class SingleAnalyzeRequest(BaseModel):
  class BatchAnalyzeRequest (line 33) | class BatchAnalyzeRequest(BaseModel):
  function submit_single_analysis (line 41) | async def submit_single_analysis(
  function test_route (line 100) | async def test_route():
  function get_task_status_new (line 106) | async def get_task_status_new(
  function get_task_result (line 222) | async def get_task_result(
  function list_all_tasks (line 707) | async def list_all_tasks(
  function list_user_tasks (line 739) | async def list_user_tasks(
  function submit_batch_analysis (line 772) | async def submit_batch_analysis(
  function analyze_single (line 876) | async def analyze_single(
  function analyze_batch (line 893) | async def analyze_batch(
  function get_batch (line 910) | async def get_batch(batch_id: str, user: dict = Depends(get_current_user...
  function cancel_task (line 949) | async def cancel_task(
  function get_user_queue_status (line 970) | async def get_user_queue_status(
  function get_user_analysis_history (line 985) | async def get_user_analysis_history(
  function websocket_task_progress (line 1063) | async def websocket_task_progress(websocket: WebSocket, task_id: str):
  function get_task_details (line 1100) | async def get_task_details(
  function get_zombie_tasks (line 1115) | async def get_zombie_tasks(
  function cleanup_zombie_tasks (line 1143) | async def cleanup_zombie_tasks(
  function mark_task_as_failed (line 1170) | async def mark_task_as_failed(
  function delete_task (line 1225) | async def delete_task(

FILE: app/routers/auth_db.py
  function get_logger (line 24) | def get_logger(name: str) -> logging.Logger:
  class ApiResponse (line 30) | class ApiResponse(BaseModel):
  class LoginRequest (line 37) | class LoginRequest(BaseModel):
  class LoginResponse (line 41) | class LoginResponse(BaseModel):
  class RefreshTokenRequest (line 47) | class RefreshTokenRequest(BaseModel):
  class RefreshTokenResponse (line 50) | class RefreshTokenResponse(BaseModel):
  class ChangePasswordRequest (line 55) | class ChangePasswordRequest(BaseModel):
  class ResetPasswordRequest (line 59) | class ResetPasswordRequest(BaseModel):
  class CreateUserRequest (line 63) | class CreateUserRequest(BaseModel):
  function get_current_user (line 69) | async def get_current_user(authorization: Optional[str] = Header(default...
  function login (line 117) | async def login(payload: LoginRequest, request: Request):
  function refresh_token (line 220) | async def refresh_token(payload: RefreshTokenRequest):
  function logout (line 268) | async def logout(request: Request, user: dict = Depends(get_current_user)):
  function me (line 304) | async def me(user: dict = Depends(get_current_user)):
  function update_me (line 313) | async def update_me(
  function change_password (line 370) | async def change_password(
  function reset_password (line 399) | async def reset_password(
  function create_user (line 428) | async def create_user(
  function list_users (line 479) | async def list_users(

FILE: app/routers/baostock_init.py
  class InitializationRequest (line 30) | class InitializationRequest(BaseModel):
  class InitializationResponse (line 36) | class InitializationResponse(BaseModel):
  function get_database_status (line 45) | async def get_database_status():
  function test_baostock_connection (line 63) | async def test_baostock_connection():
  function start_full_initialization (line 84) | async def start_full_initialization(
  function start_basic_initialization (line 136) | async def start_basic_initialization(background_tasks: BackgroundTasks):
  function get_initialization_status (line 178) | async def get_initialization_status():
  function stop_initialization (line 222) | async def stop_initialization():
  function _run_full_initialization_task (line 252) | async def _run_full_initialization_task(historical_days: int, force: boo...
  function _run_basic_initialization_task (line 285) | async def _run_basic_initialization_task(task_id: str):
  function get_service_status (line 316) | async def get_service_status():

FILE: app/routers/cache.py
  function get_cache_stats (line 19) | async def get_cache_stats(current_user: dict = Depends(get_current_user)):
  function cleanup_old_cache (line 57) | async def cleanup_old_cache(
  function clear_all_cache (line 94) | async def clear_all_cache(current_user: dict = Depends(get_current_user)):
  function get_cache_details (line 126) | async def get_cache_details(
  function get_cache_backend_info (line 175) | async def get_cache_backend_info(current_user: dict = Depends(get_curren...

FILE: app/routers/config.py
  function reload_config (line 38) | async def reload_config(current_user: dict = Depends(get_current_user)):
  function _sanitize_llm_configs (line 83) | def _sanitize_llm_configs(items):
  function _sanitize_datasource_configs (line 89) | def _sanitize_datasource_configs(items):
  function _sanitize_database_configs (line 141) | def _sanitize_database_configs(items):
  function _sanitize_kv (line 147) | def _sanitize_kv(d: Dict[str, Any]) -> Dict[str, Any]:
  class SetDefaultRequest (line 166) | class SetDefaultRequest(BaseModel):
  function get_system_config (line 172) | async def get_system_config(
  function get_llm_providers (line 208) | async def get_llm_providers(
  function add_llm_provider (line 279) | async def add_llm_provider(
  function update_llm_provider (line 316) | async def update_llm_provider(
  function delete_llm_provider (line 380) | async def delete_llm_provider(
  function toggle_llm_provider (line 421) | async def toggle_llm_provider(
  function fetch_provider_models (line 464) | async def fetch_provider_models(
  function migrate_env_to_providers (line 485) | async def migrate_env_to_providers(
  function init_aggregator_providers (line 523) | async def init_aggregator_providers(
  function test_provider_api (line 562) | async def test_provider_api(
  function add_llm_config (line 583) | async def add_llm_config(
  function add_data_source_config (line 692) | async def add_data_source_config(
  function add_database_config (line 795) | async def add_database_config(
  function test_config (line 847) | async def test_config(
  function test_saved_database_config (line 879) | async def test_saved_database_config(
  function get_llm_configs (line 928) | async def get_llm_configs(
  function delete_llm_config (line 970) | async def delete_llm_config(
  function set_default_llm (line 1021) | async def set_default_llm(
  function get_data_source_configs (line 1057) | async def get_data_source_configs(
  function update_data_source_config (line 1074) | async def update_data_source_config(
  function delete_data_source_config (line 1284) | async def delete_data_source_config(
  function get_market_categories (line 1340) | async def get_market_categories(
  function add_market_category (line 1355) | async def add_market_category(
  function update_market_category (line 1393) | async def update_market_category(
  function delete_market_category (line 1431) | async def delete_market_category(
  function get_datasource_groupings (line 1470) | async def get_datasource_groupings(
  function add_datasource_to_category (line 1485) | async def add_datasource_to_category(
  function remove_datasource_from_category (line 1523) | async def remove_datasource_from_category(
  function update_datasource_grouping (line 1561) | async def update_datasource_grouping(
  function update_category_datasource_order (line 1600) | async def update_category_datasource_order(
  function set_default_data_source (line 1638) | async def set_default_data_source(
  function get_system_settings (line 1674) | async def get_system_settings(
  function get_system_settings_meta (line 1689) | async def get_system_settings_meta(
  function update_system_settings (line 1709) | async def update_system_settings(
  function export_config (line 1774) | async def export_config(
  function import_config (line 1805) | async def import_config(
  function migrate_legacy_config (line 1841) | async def migrate_legacy_config(
  function set_default_llm (line 1876) | async def set_default_llm(
  function set_default_data_source (line 1914) | async def set_default_data_source(
  function get_available_models (line 1952) | async def get_available_models(
  function get_model_catalog (line 1969) | async def get_model_catalog(
  function get_provider_model_catalog (line 1984) | async def get_provider_model_catalog(
  class ModelCatalogRequest (line 2006) | class ModelCatalogRequest(BaseModel):
  function save_model_catalog (line 2014) | async def save_model_catalog(
  function delete_model_catalog (line 2064) | async def delete_model_catalog(
  function init_model_catalog (line 2097) | async def init_model_catalog(
  function get_database_configs (line 2122) | async def get_database_configs(
  function get_database_config (line 2140) | async def get_database_config(
  function add_database_config (line 2167) | async def add_database_config(
  function update_database_config (line 2209) | async def update_database_config(
  function delete_database_config (line 2259) | async def delete_database_config(

FILE: app/routers/database.py
  class BackupRequest (line 22) | class BackupRequest(BaseModel):
  class ImportRequest (line 27) | class ImportRequest(BaseModel):
  class ExportRequest (line 33) | class ExportRequest(BaseModel):
  class DatabaseStatusResponse (line 40) | class DatabaseStatusResponse(BaseModel):
  class DatabaseStatsResponse (line 45) | class DatabaseStatsResponse(BaseModel):
  class BackupResponse (line 52) | class BackupResponse(BaseModel):
  function get_database_status (line 64) | async def get_database_status(
  function get_database_stats (line 84) | async def get_database_stats(
  function test_database_connections (line 104) | async def test_database_connections(
  function create_backup (line 124) | async def create_backup(
  function list_backups (line 149) | async def list_backups(
  function import_data (line 168) | async def import_data(
  function export_data (line 211) | async def export_data(
  function delete_backup (line 239) | async def delete_backup(
  function cleanup_old_data (line 259) | async def cleanup_old_data(
  function cleanup_analysis_results (line 280) | async def cleanup_analysis_results(
  function cleanup_operation_logs (line 301) | async def cleanup_operation_logs(

FILE: app/routers/favorites.py
  class AddFavoriteRequest (line 20) | class AddFavoriteRequest(BaseModel):
  class UpdateFavoriteRequest (line 31) | class UpdateFavoriteRequest(BaseModel):
  class FavoriteStockResponse (line 39) | class FavoriteStockResponse(BaseModel):
  function get_favorites (line 56) | async def get_favorites(
  function add_favorite (line 71) | async def add_favorite(
  function update_favorite (line 128) | async def update_favorite(
  function remove_favorite (line 162) | async def remove_favorite(
  function check_favorite (line 188) | async def check_favorite(
  function get_user_tags (line 204) | async def get_user_tags(
  class SyncFavoritesRequest (line 218) | class SyncFavoritesRequest(BaseModel):
  function sync_favorites_realtime (line 224) | async def sync_favorites_realtime(

FILE: app/routers/financial_data.py
  class FinancialSyncRequest (line 22) | class FinancialSyncRequest(BaseModel):
  class SingleStockSyncRequest (line 37) | class SingleStockSyncRequest(BaseModel):
  function query_financial_data (line 50) | async def query_financial_data(
  function get_latest_financial_data (line 91) | async def get_latest_financial_data(
  function get_financial_statistics (line 124) | async def get_financial_statistics() -> dict:
  function start_financial_sync (line 148) | async def start_financial_sync(
  function sync_single_stock_financial (line 184) | async def sync_single_stock_financial(
  function get_sync_statistics (line 221) | async def get_sync_statistics() -> dict:
  function health_check (line 242) | async def health_check() -> dict:
  function _execute_financial_sync (line 277) | async def _execute_financial_sync(

FILE: app/routers/health.py
  function get_version (line 8) | def get_version() -> str:
  function health (line 20) | async def health():
  function healthz (line 34) | async def healthz():
  function readyz (line 39) | async def readyz():

FILE: app/routers/historical_data.py
  class HistoricalDataQuery (line 19) | class HistoricalDataQuery(BaseModel):
  class HistoricalDataResponse (line 29) | class HistoricalDataResponse(BaseModel):
  function get_historical_data (line 37) | async def get_historical_data(
  function query_historical_data (line 95) | async def query_historical_data(request: HistoricalDataQuery):
  function get_latest_date (line 132) | async def get_latest_date(
  function get_data_statistics (line 157) | async def get_data_statistics():
  function compare_data_sources (line 175) | async def compare_data_sources(
  function health_check (line 220) | async def health_check():

FILE: app/routers/internal_messages.py
  class InternalMessage (line 20) | class InternalMessage(BaseModel):
  class InternalMessageBatchRequest (line 50) | class InternalMessageBatchRequest(BaseModel):
  class InternalMessageQueryRequest (line 56) | class InternalMessageQueryRequest(BaseModel):
  function save_internal_messages (line 78) | async def save_internal_messages(request: InternalMessageBatchRequest):
  function query_internal_messages (line 102) | async def query_internal_messages(request: InternalMessageQueryRequest):
  function get_latest_messages (line 144) | async def get_latest_messages(
  function search_messages (line 170) | async def search_messages(
  function get_research_reports (line 196) | async def get_research_reports(
  function get_analyst_notes (line 220) | async def get_analyst_notes(
  function get_statistics (line 244) | async def get_statistics(
  function get_message_types (line 275) | async def get_message_types():
  function get_categories (line 314) | async def get_categories():
  function health_check (line 348) | async def health_check():

FILE: app/routers/logs.py
  class LogReadRequest (line 20) | class LogReadRequest(BaseModel):
  class LogExportRequest (line 30) | class LogExportRequest(BaseModel):
  class LogFileInfo (line 40) | class LogFileInfo(BaseModel):
  class LogContentResponse (line 50) | class LogContentResponse(BaseModel):
  class LogStatisticsResponse (line 57) | class LogStatisticsResponse(BaseModel):
  function list_log_files (line 67) | async def list_log_files(
  function read_log_file (line 89) | async def read_log_file(
  function export_logs (line 125) | async def export_logs(
  function get_log_statistics (line 173) | async def get_log_statistics(
  function delete_log_file (line 200) | async def delete_log_file(

FILE: app/routers/model_capabilities.py
  class ModelCapabilityInfo (line 31) | class ModelCapabilityInfo(BaseModel):
  class ModelRecommendationRequest (line 42) | class ModelRecommendationRequest(BaseModel):
  class ModelRecommendationResponse (line 47) | class ModelRecommendationResponse(BaseModel):
  class ModelValidationRequest (line 56) | class ModelValidationRequest(BaseModel):
  class ModelValidationResponse (line 63) | class ModelValidationResponse(BaseModel):
  class BatchInitRequest (line 70) | class BatchInitRequest(BaseModel):
  function get_default_model_configs (line 78) | async def get_default_model_configs():
  function get_depth_requirements (line 109) | async def get_depth_requirements():
  function get_capability_descriptions (line 134) | async def get_capability_descriptions():
  function get_all_badges (line 144) | async def get_all_badges():
  function recommend_models (line 173) | async def recommend_models(request: ModelRecommendationRequest):
  function validate_models (line 235) | async def validate_models(request: ModelValidationRequest):
  function batch_init_capabilities (line 258) | async def batch_init_capabilities(request: BatchInitRequest):
  function get_model_capability (line 314) | async def get_model_capability(model_name: str):

FILE: app/routers/multi_market_stocks.py
  function get_supported_markets (line 27) | async def get_supported_markets(current_user: dict = Depends(get_current...
  function search_stocks (line 79) | async def search_stocks(
  function get_stock_info (line 136) | async def get_stock_info(
  function get_stock_quote (line 199) | async def get_stock_quote(
  function get_stock_daily_quotes (line 260) | async def get_stock_daily_quotes(

FILE: app/routers/multi_period_sync.py
  class MultiPeriodSyncRequest (line 19) | class MultiPeriodSyncRequest(BaseModel):
  class MultiPeriodSyncResponse (line 29) | class MultiPeriodSyncResponse(BaseModel):
  function start_multi_period_sync (line 37) | async def start_multi_period_sync(
  function start_daily_sync (line 73) | async def start_daily_sync(
  function start_weekly_sync (line 104) | async def start_weekly_sync(
  function start_monthly_sync (line 135) | async def start_monthly_sync(
  function start_all_history_sync (line 166) | async def start_all_history_sync(
  function start_incremental_sync (line 203) | async def start_incremental_sync(
  function get_sync_statistics (line 248) | async def get_sync_statistics():
  function compare_period_data (line 266) | async def compare_period_data(
  function get_supported_periods (line 314) | async def get_supported_periods():
  function health_check (line 365) | async def health_check():

FILE: app/routers/multi_source_sync.py
  class SyncRequest (line 19) | class SyncRequest(BaseModel):
  class SyncResponse (line 25) | class SyncResponse(BaseModel):
  class DataSourceStatus (line 32) | class DataSourceStatus(BaseModel):
  function get_data_sources_status (line 41) | async def get_data_sources_status():
  function get_current_data_source (line 89) | async def get_current_data_source():
  function get_sync_status (line 138) | async def get_sync_status():
  function run_stock_basics_sync (line 155) | async def run_stock_basics_sync(
  function _test_single_adapter (line 193) | async def _test_single_adapter(adapter) -> dict:
  class TestSourceRequest (line 272) | class TestSourceRequest(BaseModel):
  function test_data_sources (line 278) | async def test_data_sources(request: TestSourceRequest = TestSourceReque...
  function get_sync_recommendations (line 350) | async def get_sync_recommendations():
  function get_sync_history (line 403) | async def get_sync_history(
  function clear_sync_cache (line 449) | async def clear_sync_cache():

FILE: app/routers/news_data.py
  class NewsQueryRequest (line 20) | class NewsQueryRequest(BaseModel):
  class NewsSyncRequest (line 35) | class NewsSyncRequest(BaseModel):
  function query_stock_news (line 44) | async def query_stock_news(
  function query_news_advanced (line 134) | async def query_news_advanced(
  function get_latest_news (line 184) | async def get_latest_news(
  function search_news (line 229) | async def search_news(
  function get_news_statistics (line 273) | async def get_news_statistics(
  function start_news_sync (line 330) | async def start_news_sync(
  function sync_single_stock_news (line 382) | async def sync_single_stock_news(
  function cleanup_old_news (line 435) | async def cleanup_old_news(
  function health_check (line 469) | async def health_check():
  function _execute_stock_news_sync (line 490) | async def _execute_stock_news_sync(sync_service, request: NewsSyncRequest):
  function _execute_market_news_sync (line 503) | async def _execute_market_news_sync(sync_service, request: NewsSyncReque...

FILE: app/routers/notifications.py
  function list_notifications (line 18) | async def list_notifications(
  function get_unread_count (line 33) | async def get_unread_count(user: dict = Depends(get_current_user)):
  function mark_read (line 40) | async def mark_read(notif_id: str, user: dict = Depends(get_current_user)):
  function mark_all_read (line 49) | async def mark_all_read(user: dict = Depends(get_current_user)):
  function debug_redis_pool (line 56) | async def debug_redis_pool(user: dict = Depends(get_current_user)):

FILE: app/routers/operation_logs.py
  function get_operation_logs (line 26) | async def get_operation_logs(
  function get_operation_log_stats (line 74) | async def get_operation_log_stats(
  function get_operation_log_detail (line 100) | async def get_operation_log_detail(
  function clear_operation_logs (line 134) | async def clear_operation_logs(
  function create_operation_log (line 169) | async def create_operation_log(
  function export_logs_csv (line 207) | async def export_logs_csv(

FILE: app/routers/paper.py
  class PlaceOrderRequest (line 24) | class PlaceOrderRequest(BaseModel):
  function _detect_market_and_code (line 33) | def _detect_market_and_code(code: str) -> Tuple[str, str]:
  function _get_or_create_account (line 65) | async def _get_or_create_account(user_id: str) -> Dict[str, Any]:
  function _get_market_rules (line 118) | async def _get_market_rules(market: str) -> Optional[Dict[str, Any]]:
  function _calculate_commission (line 127) | def _calculate_commission(market: str, side: str, amount: float, rules: ...
  function _get_available_quantity (line 160) | async def _get_available_quantity(user_id: str, code: str, market: str) ...
  function _get_last_price (line 194) | async def _get_last_price(code: str, market: str) -> Optional[float]:
  function _zfill_code (line 263) | def _zfill_code(code: str) -> str:
  function get_account (line 271) | async def get_account(current_user: dict = Depends(get_current_user)):
  function place_order (line 345) | async def place_order(payload: PlaceOrderRequest, current_user: dict = D...
  function list_positions (line 534) | async def list_positions(current_user: dict = Depends(get_current_user)):
  function list_orders (line 564) | async def list_orders(limit: int = Query(50, ge=1, le=200), current_user...
  function reset_account (line 574) | async def reset_account(confirm: bool = Query(False), current_user: dict...

FILE: app/routers/queue.py
  function queue_stats (line 8) | async def queue_stats(user: dict = Depends(get_current_user), svc: Queue...

FILE: app/routers/reports.py
  function get_stock_name (line 24) | def get_stock_name(stock_code: str) -> str:
  function _build_report_query (line 89) | def _build_report_query(report_id: str) -> Dict[str, Any]:
  class ReportFilter (line 103) | class ReportFilter(BaseModel):
  class ReportListResponse (line 112) | class ReportListResponse(BaseModel):
  function get_reports_list (line 120) | async def get_reports_list(
  function get_report_detail (line 239) | async def get_report_detail(
  function get_report_module_content (line 356) | async def get_report_module_content(
  function delete_report (line 398) | async def delete_report(
  function download_report (line 429) | async def download_report(

FILE: app/routers/scheduler.py
  class JobTriggerRequest (line 20) | class JobTriggerRequest(BaseModel):
  class JobUpdateRequest (line 26) | class JobUpdateRequest(BaseModel):
  class JobMetadataUpdateRequest (line 33) | class JobMetadataUpdateRequest(BaseModel):
  function list_jobs (line 40) | async def list_jobs(
  function update_job_metadata_route (line 58) | async def update_job_metadata_route(
  function get_job_detail (line 95) | async def get_job_detail(
  function pause_job (line 121) | async def pause_job(
  function resume_job (line 152) | async def resume_job(
  function trigger_job (line 183) | async def trigger_job(
  function get_job_history (line 224) | async def get_job_history(
  function get_all_history (line 260) | async def get_all_history(
  function get_scheduler_stats (line 303) | async def get_scheduler_stats(
  function scheduler_health_check (line 321) | async def scheduler_health_check(
  function get_job_executions (line 339) | async def get_job_executions(
  function get_single_job_executions (line 381) | async def get_single_job_executions(
  function get_job_execution_stats (line 423) | async def get_job_execution_stats(
  function cancel_execution (line 445) | async def cancel_execution(
  function mark_execution_failed (line 475) | async def mark_execution_failed(
  function delete_execution (line 506) | async def delete_execution(

FILE: app/routers/screening.py
  class FieldConfigResponse (line 19) | class FieldConfigResponse(BaseModel):
  class OrderByItem (line 25) | class OrderByItem(BaseModel):
  class ScreeningRequest (line 29) | class ScreeningRequest(BaseModel):
  class ScreeningResponse (line 38) | class ScreeningResponse(BaseModel):
  function get_screening_fields (line 48) | async def get_screening_fields(user: dict = Depends(get_current_user)):
  function _convert_legacy_conditions_to_new_format (line 74) | def _convert_legacy_conditions_to_new_format(legacy_conditions: Dict[str...
  function run_screening (line 157) | async def run_screening(req: ScreeningRequest, user: dict = Depends(get_...
  function enhanced_screening (line 194) | async def enhanced_screening(req: NewScreeningRequest, user: dict = Depe...
  function get_supported_fields (line 235) | async def get_supported_fields(user: dict = Depends(get_current_user)):
  function get_field_info (line 247) | async def get_field_info(field_name: str, user: dict = Depends(get_curre...
  function validate_conditions (line 263) | async def validate_conditions(conditions: List[ScreeningCondition], user...
  function get_industries (line 276) | async def get_industries(user: dict = Depends(get_current_user)):

FILE: app/routers/social_media.py
  class SocialMediaMessage (line 20) | class SocialMediaMessage(BaseModel):
  class SocialMediaBatchRequest (line 43) | class SocialMediaBatchRequest(BaseModel):
  class SocialMediaQueryRequest (line 49) | class SocialMediaQueryRequest(BaseModel):
  function save_social_media_messages (line 69) | async def save_social_media_messages(request: SocialMediaBatchRequest):
  function query_social_media_messages (line 94) | async def query_social_media_messages(request: SocialMediaQueryRequest):
  function get_latest_messages (line 135) | async def get_latest_messages(
  function search_messages (line 159) | async def search_messages(
  function get_statistics (line 186) | async def get_statistics(
  function get_supported_platforms (line 217) | async def get_supported_platforms():
  function get_sentiment_analysis (line 266) | async def get_sentiment_analysis(
  function health_check (line 340) | async def health_check():

FILE: app/routers/sse.py
  function task_progress_generator (line 18) | async def task_progress_generator(task_id: str, user_id: str):
  function batch_progress_generator (line 113) | async def batch_progress_generator(batch_id: str, user_id: str):
  function stream_task_progress (line 225) | async def stream_task_progress(task_id: str, user: dict = Depends(get_cu...
  function stream_batch_progress (line 244) | async def stream_batch_progress(batch_id: str, user: dict = Depends(get_...

FILE: app/routers/stock_data.py
  function get_stock_basic_info (line 24) | async def get_stock_basic_info(
  function get_market_quotes (line 61) | async def get_market_quotes(
  function get_stock_list (line 98) | async def get_stock_list(
  function get_combined_stock_data (line 146) | async def get_combined_stock_data(
  function search_stocks (line 204) | async def search_stocks(
  function get_market_summary (line 291) | async def get_market_summary(
  function get_quotes_sync_status (line 344) | async def get_quotes_sync_status(

FILE: app/routers/stock_sync.py
  function _sync_latest_to_market_quotes (line 25) | async def _sync_latest_to_market_quotes(symbol: str) -> None:
  class SingleStockSyncRequest (line 101) | class SingleStockSyncRequest(BaseModel):
  class BatchStockSyncRequest (line 112) | class BatchStockSyncRequest(BaseModel):
  function sync_single_stock (line 123) | async def sync_single_stock(
  function sync_batch_stocks (line 527) | async def sync_batch_stocks(
  function get_sync_status (line 718) | async def get_sync_status(

FILE: app/routers/stocks.py
  function _zfill_code (line 21) | def _zfill_code(code: str) -> str:
  function _detect_market_and_code (line 31) | def _detect_market_and_code(code: str) -> Tuple[str, str]:
  function get_quote (line 67) | async def get_quote(
  function get_fundamentals (line 216) | async def get_fundamentals(
  function get_kline (line 422) | async def get_kline(
  function get_news (line 625) | async def get_news(code: str, days: int = 30, limit: int = 50, include_a...

FILE: app/routers/sync.py
  function run_stock_basics_sync (line 17) | async def run_stock_basics_sync(force: bool = False):
  function get_stock_basics_status (line 27) | async def get_stock_basics_status():

FILE: app/routers/system_config.py
  function _mask_value (line 24) | def _mask_value(key: str, value: Any) -> Any:
  function _build_summary (line 40) | def _build_summary() -> Dict[str, Any]:
  function get_config_summary (line 53) | async def get_config_summary(current_user: dict = Depends(get_current_us...
  function validate_config (line 64) | async def validate_config():

FILE: app/routers/tags.py
  class TagCreate (line 15) | class TagCreate(BaseModel):
  class TagUpdate (line 21) | class TagUpdate(BaseModel):
  class TagResponse (line 27) | class TagResponse(BaseModel):
  function list_tags (line 37) | async def list_tags(current_user: dict = Depends(get_current_user)):
  function create_tag (line 46) | async def create_tag(payload: TagCreate, current_user: dict = Depends(ge...
  function update_tag (line 61) | async def update_tag(tag_id: str, payload: TagUpdate, current_user: dict...
  function delete_tag (line 80) | async def delete_tag(tag_id: str, current_user: dict = Depends(get_curre...

FILE: app/routers/tushare_init.py
  class InitializationRequest (line 19) | class InitializationRequest(BaseModel):
  class DatabaseStatusResponse (line 26) | class DatabaseStatusResponse(BaseModel):
  class InitializationStatusResponse (line 36) | class InitializationStatusResponse(BaseModel):
  function get_database_status (line 56) | async def get_database_status(
  function get_initialization_status (line 112) | async def get_initialization_status(
  function start_basic_initialization (line 137) | async def start_basic_initialization(
  function start_full_initialization (line 161) | async def start_full_initialization(
  function stop_initialization (line 194) | async def stop_initialization(
  function _run_basic_initialization (line 226) | async def _run_basic_initialization():
  function _run_full_initialization (line 253) | async def _run_full_initialization(historical_days: int, force_update: b...

FILE: app/routers/usage_statistics.py
  function get_usage_records (line 20) | async def get_usage_records(
  function get_usage_statistics (line 57) | async def get_usage_statistics(
  function get_cost_by_provider (line 82) | async def get_cost_by_provider(
  function get_cost_by_model (line 101) | async def get_cost_by_model(
  function get_daily_cost (line 120) | async def get_daily_cost(
  function delete_old_records (line 139) | async def delete_old_records(

FILE: app/routers/websocket_notifications.py
  class ConnectionManager (line 18) | class ConnectionManager:
    method __init__ (line 21) | def __init__(self):
    method connect (line 26) | async def connect(self, websocket: WebSocket, user_id: str):
    method disconnect (line 40) | async def disconnect(self, websocket: WebSocket, user_id: str):
    method send_personal_message (line 51) | async def send_personal_message(self, message: dict, user_id: str):
    method broadcast (line 81) | async def broadcast(self, message: dict):
    method get_stats (line 96) | def get_stats(self) -> dict:
  function websocket_notifications_endpoint (line 110) | async def websocket_notifications_endpoint(
  function websocket_task_progress_endpoint (line 201) | async def websocket_task_progress_endpoint(
  function get_websocket_stats (line 266) | async def get_websocket_stats():
  function send_notification_via_websocket (line 272) | async def send_notification_via_websocket(user_id: str, notification: di...
  function send_task_progress_via_websocket (line 287) | async def send_task_progress_via_websocket(task_id: str, progress_data: ...

FILE: app/scripts/init_providers.py
  function init_providers (line 17) | async def init_providers():

FILE: app/services/analysis/status_update_utils.py
  function perform_update_task_status (line 16) | async def perform_update_task_status(
  function perform_update_task_status_with_tracker (line 57) | async def perform_update_task_status_with_tracker(

FILE: app/services/analysis_service.py
  class AnalysisService (line 46) | class AnalysisService:
    method __init__ (line 49) | def __init__(self):
    method _convert_user_id (line 59) | def _convert_user_id(self, user_id: str) -> PyObjectId:
    method _get_trading_graph (line 82) | def _get_trading_graph(self, config: Dict[str, Any]) -> TradingAgentsG...
    method _execute_analysis_sync_with_progress (line 99) | def _execute_analysis_sync_with_progress(self, task: AnalysisTask, pro...
    method _execute_analysis_sync (line 236) | def _execute_analysis_sync(self, task: AnalysisTask) -> AnalysisResult:
    method _execute_single_analysis_async (line 348) | async def _execute_single_analysis_async(self, task: AnalysisTask):
    method submit_single_analysis (line 422) | async def submit_single_analysis(
    method submit_batch_analysis (line 514) | async def submit_batch_analysis(
    method execute_analysis_task (line 616) | async def execute_analysis_task(
    method _update_task_status (line 740) | async def _update_task_status(
    method _update_task_status_with_tracker (line 754) | async def _update_task_status_with_tracker(
    method get_task_status (line 768) | async def get_task_status(self, task_id: str) -> Optional[Dict[str, An...
    method cancel_task (line 861) | async def cancel_task(self, task_id: str) -> bool:
    method _record_token_usage (line 877) | async def _record_token_usage(
  function get_analysis_service (line 949) | def get_analysis_service() -> AnalysisService:

FILE: app/services/auth_service.py
  class TokenData (line 9) | class TokenData(BaseModel):
  class AuthService (line 13) | class AuthService:
    method create_access_token (line 15) | def create_access_token(sub: str, expires_minutes: int | None = None, ...
    method verify_token (line 27) | def verify_token(token: str) -> Optional[TokenData]:

FILE: app/services/basics_sync/processing.py
  function add_financial_metrics (line 8) | def add_financial_metrics(doc: Dict, daily_metrics: Dict) -> None:

FILE: app/services/basics_sync/utils.py
  function fetch_stock_basic_df (line 12) | def fetch_stock_basic_df():
  function find_latest_trade_date (line 93) | def find_latest_trade_date() -> str:
  function fetch_daily_basic_mv_map (line 118) | def fetch_daily_basic_mv_map(trade_date: str) -> Dict[str, Dict[str, flo...
  function fetch_latest_roe_map (line 168) | def fetch_latest_roe_map() -> Dict[str, Dict[str, float]]:

FILE: app/services/basics_sync_service.py
  class SyncStats (line 40) | class SyncStats:
  class BasicsSyncService (line 52) | class BasicsSyncService:
    method __init__ (line 53) | def __init__(self) -> None:
    method _ensure_indexes (line 59) | async def _ensure_indexes(self, db: AsyncIOMotorDatabase) -> None:
    method get_status (line 113) | async def get_status(self, db: Optional[AsyncIOMotorDatabase] = None) ...
    method _persist_status (line 125) | async def _persist_status(self, db: AsyncIOMotorDatabase, stats: Dict[...
    method _execute_bulk_write_with_retry (line 130) | async def _execute_bulk_write_with_retry(
    method run_full_sync (line 175) | async def run_full_sync(self, force: bool = False) -> Dict[str, Any]:
    method _fetch_stock_basic_df (line 361) | def _fetch_stock_basic_df(self):
    method _find_latest_trade_date (line 365) | def _find_latest_trade_date(self) -> str:
    method _fetch_daily_basic_mv_map (line 369) | def _fetch_daily_basic_mv_map(self, trade_date: str) -> Dict[str, Dict...
    method _fetch_latest_roe_map (line 373) | def _fetch_latest_roe_map(self) -> Dict[str, Dict[str, float]]:
    method _generate_full_symbol (line 377) | def _generate_full_symbol(self, code: str) -> str:
  function get_basics_sync_service (line 414) | def get_basics_sync_service() -> BasicsSyncService:

FILE: app/services/config_provider.py
  class ConfigProvider (line 10) | class ConfigProvider:
    method __init__ (line 18) | def __init__(self, ttl_seconds: int = 60) -> None:
    method invalidate (line 23) | def invalidate(self) -> None:
    method _is_cache_valid (line 27) | def _is_cache_valid(self) -> bool:
    method get_effective_system_settings (line 34) | async def get_effective_system_settings(self) -> Dict[str, Any]:
    method get_system_settings_meta (line 72) | async def get_system_settings_meta(self) -> Dict[str, Dict[str, Any]]:

FILE: app/services/config_service.py
  class ConfigService (line 24) | class ConfigService:
    method __init__ (line 27) | def __init__(self, db_manager=None):
    method _get_db (line 31) | async def _get_db(self):
    method get_market_categories (line 44) | async def get_market_categories(self) -> List[MarketCategory]:
    method _create_default_market_categories (line 64) | async def _create_default_market_categories(self) -> List[MarketCatego...
    method add_market_category (line 118) | async def add_market_category(self, category: MarketCategory) -> bool:
    method update_market_category (line 135) | async def update_market_category(self, category_id: str, updates: Dict...
    method delete_market_category (line 151) | async def delete_market_category(self, category_id: str) -> bool:
    method get_datasource_groupings (line 173) | async def get_datasource_groupings(self) -> List[DataSourceGrouping]:
    method add_datasource_to_category (line 185) | async def add_datasource_to_category(self, grouping: DataSourceGroupin...
    method remove_datasource_from_category (line 205) | async def remove_datasource_from_category(self, data_source_name: str,...
    method update_datasource_grouping (line 220) | async def update_datasource_grouping(self, data_source_name: str, cate...
    method update_category_datasource_order (line 288) | async def update_category_datasource_order(self, category_id: str, ord...
    method get_system_config (line 362) | async def get_system_config(self) -> Optional[SystemConfig]:
    method _create_default_config (line 396) | async def _create_default_config(self) -> SystemConfig:
    method save_system_config (line 516) | async def save_system_config(self, config: SystemConfig) -> bool:
    method delete_llm_config (line 575) | async def delete_llm_config(self, provider: str, model_name: str) -> b...
    method set_default_llm (line 619) | async def set_default_llm(self, model_name: str) -> bool:
    method set_default_data_source (line 641) | async def set_default_data_source(self, data_source_name: str) -> bool:
    method update_system_settings (line 663) | async def update_system_settings(self, settings: Dict[str, Any]) -> bool:
    method get_system_settings (line 708) | async def get_system_settings(self) -> Dict[str, Any]:
    method export_config (line 719) | async def export_config(self) -> Dict[str, Any]:
    method import_config (line 771) | async def import_config(self, config_data: Dict[str, Any]) -> bool:
    method _validate_config_data (line 822) | def _validate_config_data(self, config_data: Dict[str, Any]) -> bool:
    method migrate_legacy_config (line 837) | async def migrate_legacy_config(self) -> bool:
    method update_llm_config (line 851) | async def update_llm_config(self, llm_config: LLMConfig) -> bool:
    method test_llm_config (line 878) | async def test_llm_config(self, llm_config: LLMConfig) -> Dict[str, Any]:
    method _truncate_api_key (line 1110) | def _truncate_api_key(self, api_key: str, prefix_len: int = 6, suffix_...
    method test_data_source_config (line 1127) | async def test_data_source_config(self, ds_config: DataSourceConfig) -...
    method test_database_config (line 1686) | async def test_database_config(self, db_config: DatabaseConfig) -> Dic...
    method add_database_config (line 2142) | async def add_database_config(self, db_config: DatabaseConfig) -> bool:
    method update_database_config (line 2176) | async def update_database_config(self, db_config: DatabaseConfig) -> b...
    method delete_database_config (line 2213) | async def delete_database_config(self, db_name: str) -> bool:
    method get_database_config (line 2253) | async def get_database_config(self, db_name: str) -> Optional[Database...
    method get_database_configs (line 2270) | async def get_database_configs(self) -> List[DatabaseConfig]:
    method get_model_catalog (line 2285) | async def get_model_catalog(self) -> List[ModelCatalog]:
    method get_provider_models (line 2300) | async def get_provider_models(self, provider: str) -> Optional[ModelCa...
    method save_model_catalog (line 2314) | async def save_model_catalog(self, catalog: ModelCatalog) -> bool:
    method delete_model_catalog (line 2334) | async def delete_model_catalog(self, provider: str) -> bool:
    method init_default_model_catalog (line 2346) | async def init_default_model_catalog(self) -> bool:
    method _get_default_model_catalog (line 2371) | def _get_default_model_catalog(self) -> List[Dict[str, Any]]:
    method get_available_models (line 2667) | async def get_available_models(self) -> List[Dict[str, Any]]:
    method set_default_llm (line 2705) | async def set_default_llm(self, model_name: str) -> bool:
    method set_default_data_source (line 2727) | async def set_default_data_source(self, source_name: str) -> bool:
    method get_llm_providers (line 2751) | async def get_llm_providers(self) -> List[LLMProvider]:
    method _is_valid_api_key (line 2798) | def _is_valid_api_key(self, api_key: Optional[str]) -> bool:
    method _get_env_api_key (line 2842) | def _get_env_api_key(self, provider_name: str) -> Optional[str]:
    method add_llm_provider (line 2874) | async def add_llm_provider(self, provider: LLMProvider) -> str:
    method update_llm_provider (line 2899) | async def update_llm_provider(self, provider_id: str, update_data: Dic...
    method delete_llm_provider (line 2939) | async def delete_llm_provider(self, provider_id: str) -> bool:
    method toggle_llm_provider (line 2991) | async def toggle_llm_provider(self, provider_id: str, is_active: bool)...
    method init_aggregator_providers (line 3023) | async def init_aggregator_providers(self) -> Dict[str, Any]:
    method migrate_env_to_providers (line 3128) | async def migrate_env_to_providers(self) -> Dict[str, Any]:
    method test_provider_api (line 3251) | async def test_provider_api(self, provider_id: str) -> dict:
    method _test_provider_connection (line 3309) | async def _test_provider_connection(self, provider_name: str, api_key:...
    method _test_google_api (line 3367) | def _test_google_api(self, api_key: str, display_name: str, base_url: ...
    method _test_deepseek_api (line 3546) | def _test_deepseek_api(self, api_key: str, display_name: str, model_na...
    method _test_dashscope_api (line 3607) | def _test_dashscope_api(self, api_key: str, display_name: str, model_n...
    method _test_openrouter_api (line 3669) | def _test_openrouter_api(self, api_key: str, display_name: str) -> dict:
    method _test_openai_api (line 3725) | def _test_openai_api(self, api_key: str, display_name: str) -> dict:
    method _test_anthropic_api (line 3779) | def _test_anthropic_api(self, api_key: str, display_name: str) -> dict:
    method _test_qianfan_api (line 3833) | def _test_qianfan_api(self, api_key: str, display_name: str) -> dict:
    method fetch_provider_models (line 3906) | async def fetch_provider_models(self, provider_id: str) -> dict:
    method _fetch_models_from_api (line 3972) | def _fetch_models_from_api(self, api_key: str, base_url: str, display_...
    method _format_models_with_pricing (line 4078) | def _format_models_with_pricing(self, models: list) -> list:
    method _filter_popular_models (line 4157) | def _filter_popular_models(self, models: list) -> list:
    method _test_openai_compatible_api (line 4233) | def _test_openai_compatible_api(self, api_key: str, display_name: str,...

FILE: app/services/data_consistency_checker.py
  class DataConsistencyResult (line 15) | class DataConsistencyResult:
  class FinancialMetricComparison (line 26) | class FinancialMetricComparison:
  class DataConsistencyChecker (line 35) | class DataConsistencyChecker:
    method __init__ (line 38) | def __init__(self):
    method check_daily_basic_consistency (line 59) | def check_daily_basic_consistency(
    method _find_common_stocks (line 133) | def _find_common_stocks(self, df1: pd.DataFrame, df2: pd.DataFrame) ->...
    method _compare_metric (line 149) | def _compare_metric(
    method _get_stock_metric_value (line 201) | def _get_stock_metric_value(self, df: pd.DataFrame, stock_code: str, m...
    method _calculate_overall_consistency (line 216) | def _calculate_overall_consistency(
    method resolve_data_conflicts (line 290) | def resolve_data_conflicts(

FILE: app/services/data_sources/akshare_adapter.py
  class AKShareAdapter (line 14) | class AKShareAdapter(DataSourceAdapter):
    method __init__ (line 17) | def __init__(self):
    method name (line 21) | def name(self) -> str:
    method _get_default_priority (line 24) | def _get_default_priority(self) -> int:
    method is_available (line 27) | def is_available(self) -> bool:
    method get_stock_list (line 35) | def get_stock_list(self) -> Optional[pd.DataFrame]:
    method get_daily_basic (line 115) | def get_daily_basic(self, trade_date: str) -> Optional[pd.DataFrame]:
    method _safe_float (line 186) | def _safe_float(self, value) -> Optional[float]:
    method get_realtime_quotes (line 195) | def get_realtime_quotes(self, source: str = "eastmoney"):
    method get_kline (line 295) | def get_kline(self, code: str, period: str = "day", limit: int = 120, ...
    method get_news (line 345) | def get_news(self, code: str, days: int = 2, limit: int = 50, include_...
    method find_latest_trade_date (line 388) | def find_latest_trade_date(self) -> Optional[str]:

FILE: app/services/data_sources/baostock_adapter.py
  class BaoStockAdapter (line 14) | class BaoStockAdapter(DataSourceAdapter):
    method __init__ (line 17) | def __init__(self):
    method name (line 21) | def name(self) -> str:
    method _get_default_priority (line 24) | def _get_default_priority(self) -> int:
    method is_available (line 27) | def is_available(self) -> bool:
    method get_stock_list (line 34) | def get_stock_list(self) -> Optional[pd.DataFrame]:
    method get_daily_basic (line 107) | def get_daily_basic(self, trade_date: str, max_stocks: int = None) -> ...
    method _safe_float (line 222) | def _safe_float(self, value) -> Optional[float]:
    method get_realtime_quotes (line 231) | def get_realtime_quotes(self):
    method get_kline (line 239) | def get_kline(self, code: str, period: str = "day", limit: int = 120, ...
    method get_news (line 245) | def get_news(self, code: str, days: int = 2, limit: int = 50, include_...
    method find_latest_trade_date (line 255) | def find_latest_trade_date(self) -> Optional[str]:

FILE: app/services/data_sources/base.py
  class DataSourceAdapter (line 9) | class DataSourceAdapter(ABC):
    method __init__ (line 12) | def __init__(self):
    method name (line 17) | def name(self) -> str:
    method priority (line 22) | def priority(self) -> int:
    method _get_default_priority (line 30) | def _get_default_priority(self) -> int:
    method is_available (line 35) | def is_available(self) -> bool:
    method get_stock_list (line 40) | def get_stock_list(self) -> Optional[pd.DataFrame]:
    method get_daily_basic (line 45) | def get_daily_basic(self, trade_date: str) -> Optional[pd.DataFrame]:
    method find_latest_trade_date (line 50) | def find_latest_trade_date(self) -> Optional[str]:
    method get_realtime_quotes (line 56) | def get_realtime_quotes(self) -> Optional[Dict[str, Dict[str, Optional...
    method get_kline (line 62) | def get_kline(self, code: str, period: str = "day", limit: int = 120, ...
    method get_news (line 67) | def get_news(self, code: str, days: int = 2, limit: int = 50, include_...

FILE: app/services/data_sources/data_consistency_checker.py
  class DataConsistencyResult (line 13) | class DataConsistencyResult:
    method __post_init__ (line 19) | def __post_init__(self):
  class DataConsistencyChecker (line 24) | class DataConsistencyChecker:
    method check_daily_basic_consistency (line 30) | def check_daily_basic_consistency(
    method resolve_data_conflicts (line 40) | def resolve_data_conflicts(

FILE: app/services/data_sources/manager.py
  class DataSourceManager (line 17) | class DataSourceManager:
    method __init__ (line 25) | def __init__(self):
    method _load_priority_from_database (line 45) | def _load_priority_from_database(self):
    method get_available_adapters (line 91) | def get_available_adapters(self) -> List[DataSourceAdapter]:
    method get_stock_list_with_fallback (line 103) | def get_stock_list_with_fallback(self, preferred_sources: Optional[Lis...
    method get_daily_basic_with_fallback (line 140) | def get_daily_basic_with_fallback(self, trade_date: str, preferred_sou...
    method find_latest_trade_date_with_fallback (line 172) | def find_latest_trade_date_with_fallback(self, preferred_sources: Opti...
    method get_realtime_quotes_with_fallback (line 202) | def get_realtime_quotes_with_fallback(self) -> Tuple[Optional[Dict], O...
    method get_daily_basic_with_consistency_check (line 221) | def get_daily_basic_with_consistency_check(
    method get_kline_with_fallback (line 282) | def get_kline_with_fallback(self, code: str, period: str = "day", limi...
    method get_news_with_fallback (line 296) | def get_news_with_fallback(self, code: str, days: int = 2, limit: int ...

FILE: app/services/data_sources/tushare_adapter.py
  class TushareAdapter (line 14) | class TushareAdapter(DataSourceAdapter):
    method __init__ (line 17) | def __init__(self):
    method _initialize (line 22) | def _initialize(self):
    method name (line 32) | def name(self) -> str:
    method _get_default_priority (line 35) | def _get_default_priority(self) -> int:
    method get_token_source (line 38) | def get_token_source(self) -> Optional[str]:
    method is_available (line 44) | def is_available(self) -> bool:
    method get_stock_list (line 59) | def get_stock_list(self) -> Optional[pd.DataFrame]:
    method get_daily_basic (line 82) | def get_daily_basic(self, trade_date: str) -> Optional[pd.DataFrame]:
    method get_realtime_quotes (line 100) | def get_realtime_quotes(self):
    method get_kline (line 169) | def get_kline(self, code: str, period: str = "day", limit: int = 120, ...
    method get_news (line 240) | def get_news(self, code: str, days: int = 2, limit: int = 50, include_...
    method find_latest_trade_date (line 295) | def find_latest_trade_date(self) -> Optional[str]:

FILE: app/services/database/backups.py
  function _check_mongodump_available (line 25) | def _check_mongodump_available() -> bool:
  function create_backup_native (line 30) | async def create_backup_native(name: str, backup_dir: str, collections: ...
  function create_backup (line 137) | async def create_backup(name: str, backup_dir: str, collections: Optiona...
  function list_backups (line 203) | async def list_backups() -> List[Dict[str, Any]]:
  function delete_backup (line 219) | async def delete_backup(backup_id: str) -> None:
  function _convert_date_fields (line 236) | def _convert_date_fields(doc: dict) -> dict:
  function import_data (line 265) | async def import_data(content: bytes, collection: str, *, format: str = ...
  function _sanitize_document (line 402) | def _sanitize_document(doc: Any) -> Any:
  function export_data (line 448) | async def export_data(collections: Optional[List[str]] = None, *, export...

FILE: app/services/database/cleanup.py
  function cleanup_old_data (line 12) | async def cleanup_old_data(days: int) -> Dict[str, Any]:
  function cleanup_analysis_results (line 44) | async def cleanup_analysis_results(days: int) -> Dict[str, Any]:
  function cleanup_operation_logs (line 71) | async def cleanup_operation_logs(days: int) -> Dict[str, Any]:

FILE: app/services/database/serialization.py
  function serialize_document (line 10) | def serialize_document(doc: dict) -> dict:

FILE: app/services/database/status_checks.py
  function get_mongodb_status (line 13) | async def get_mongodb_status() -> Dict[str, Any]:
  function get_redis_status (line 40) | async def get_redis_status() -> Dict[str, Any]:
  function get_database_status (line 67) | async def get_database_status() -> Dict[str, Any]:
  function test_mongodb_connection (line 73) | async def test_mongodb_connection() -> Dict[str, Any]:
  function test_redis_connection (line 84) | async def test_redis_connection() -> Dict[str, Any]:
  function test_connections (line 95) | async def test_connections() -> Dict[str, Any]:

FILE: app/services/database_screening_service.py
  class DatabaseScreeningService (line 16) | class DatabaseScreeningService:
    method __init__ (line 19) | def __init__(self):
    method can_handle_conditions (line 70) | async def can_handle_conditions(self, conditions: List[Dict[str, Any]]...
    method screen_stocks (line 96) | async def screen_stocks(
    method _build_query (line 191) | async def _build_query(self, conditions: List[Dict[str, Any]]) -> Dict...
    method _build_sort_conditions (line 231) | def _build_sort_conditions(self, order_by: Optional[List[Dict[str, str...
    method _enrich_with_financial_data (line 253) | async def _enrich_with_financial_data(self, results: List[Dict[str, An...
    method _format_result (line 324) | def _format_result(self, doc: Dict[str, Any]) -> Dict[str, Any]:
    method get_field_statistics (line 390) | async def get_field_statistics(self, field: str) -> Dict[str, Any]:
    method _separate_conditions (line 439) | def _separate_conditions(self, conditions: List[Dict[str, Any]]) -> Tu...
    method _filter_by_quotes (line 464) | async def _filter_by_quotes(
    method get_available_values (line 556) | async def get_available_values(self, field: str, limit: int = 100) -> ...
  function get_database_screening_service (line 593) | def get_database_screening_service() -> DatabaseScreeningService:

FILE: app/services/database_service.py
  class DatabaseService (line 29) | class DatabaseService:
    method __init__ (line 32) | def __init__(self):
    method get_database_status (line 40) | async def get_database_status(self) -> Dict[str, Any]:
    method _get_mongodb_status (line 44) | async def _get_mongodb_status(self) -> Dict[str, Any]:
    method _get_redis_status (line 48) | async def _get_redis_status(self) -> Dict[str, Any]:
    method get_database_stats (line 52) | async def get_database_stats(self) -> Dict[str, Any]:
    method test_connections (line 112) | async def test_connections(self) -> Dict[str, Any]:
    method _test_mongodb_connection (line 116) | async def _test_mongodb_connection(self) -> Dict[str, Any]:
    method _test_redis_connection (line 120) | async def _test_redis_connection(self) -> Dict[str, Any]:
    method create_backup (line 124) | async def create_backup(self, name: str, collections: List[str] = None...
    method list_backups (line 150) | async def list_backups(self) -> List[Dict[str, Any]]:
    method delete_backup (line 154) | async def delete_backup(self, backup_id: str) -> None:
    method cleanup_old_data (line 158) | async def cleanup_old_data(self, days: int) -> Dict[str, Any]:
    method cleanup_analysis_results (line 162) | async def cleanup_analysis_results(self, days: int) -> Dict[str, Any]:
    method cleanup_operation_logs (line 166) | async def cleanup_operation_logs(self, days: int) -> Dict[str, Any]:
    method import_data (line 170) | async def import_data(self, content: bytes, collection: str, format: s...
    method export_data (line 175) | async def export_data(self, collections: List[str] = None, format: str...
    method _serialize_document (line 179) | def _serialize_document(self, doc: dict) -> dict:

FILE: app/services/enhanced_screening/utils.py
  function analyze_conditions (line 11) | def analyze_conditions(conditions: List[ScreeningCondition]) -> Dict[str...
  function convert_conditions_to_traditional_format (line 56) | def convert_conditions_to_traditional_format(conditions: List[ScreeningC...

FILE: app/services/enhanced_screening_service.py
  class EnhancedScreeningService (line 24) | class EnhancedScreeningService:
    method __init__ (line 27) | def __init__(self):
    method screen_stocks (line 34) | async def screen_stocks(
    method _analyze_conditions (line 151) | def _analyze_conditions(self, conditions: List[ScreeningCondition]) ->...
    method _screen_with_database (line 157) | async def _screen_with_database(
    method _screen_with_traditional_method (line 174) | async def _screen_with_traditional_method(
    method _convert_conditions_to_traditional_format (line 205) | def _convert_conditions_to_traditional_format(
    method _enrich_results_with_realtime_metrics (line 212) | async def _enrich_results_with_realtime_metrics(self, items: List[Dict...
    method get_field_info (line 233) | async def get_field_info(self, field: str) -> Optional[Dict[str, Any]]:
    method get_all_supported_fields (line 268) | async def get_all_supported_fields(self) -> List[Dict[str, Any]]:
    method validate_conditions (line 279) | async def validate_conditions(self, conditions: List[ScreeningConditio...
  function get_enhanced_screening_service (line 343) | def get_enhanced_screening_service() -> EnhancedScreeningService:

FILE: app/services/favorites_service.py
  class FavoritesService (line 14) | class FavoritesService:
    method __init__ (line 17) | def __init__(self):
    method _get_db (line 20) | async def _get_db(self):
    method _is_valid_object_id (line 26) | def _is_valid_object_id(self, user_id: str) -> bool:
    method _format_favorite (line 35) | def _format_favorite(self, favorite: Dict[str, Any]) -> Dict[str, Any]:
    method get_user_favorites (line 57) | async def get_user_favorites(self, user_id: str) -> List[Dict[str, Any]]:
    method add_favorite (line 154) | async def add_favorite(
    method remove_favorite (line 236) | async def remove_favorite(self, user_id: str, stock_code: str) -> bool:
    method update_favorite (line 263) | async def update_favorite(
    method is_favorite (line 315) | async def is_favorite(self, user_id: str, stock_code: str) -> bool:
    method get_user_tags (line 364) | async def get_user_tags(self, user_id: str) -> List[str]:
    method _get_mock_price (line 389) | def _get_mock_price(self, stock_code: str) -> float:
    method _get_mock_change (line 395) | def _get_mock_change(self, stock_code: str) -> float:
    method _get_mock_volume (line 401) | def _get_mock_volume(self, stock_code: str) -> int:

FILE: app/services/financial_data_service.py
  class FinancialDataService (line 17) | class FinancialDataService:
    method __init__ (line 20) | def __init__(self):
    method initialize (line 24) | async def initialize(self):
    method _ensure_indexes (line 40) | async def _ensure_indexes(self):
    method save_financial_data (line 76) | async def save_financial_data(
    method get_financial_data (line 164) | async def get_financial_data(
    method get_latest_financial_data (line 218) | async def get_latest_financial_data(
    method get_financial_statistics (line 232) | async def get_financial_statistics(self) -> Dict[str, Any]:
    method _standardize_financial_data (line 289) | def _standardize_financial_data(
    method _standardize_tushare_data (line 323) | def _standardize_tushare_data(
    method _standardize_akshare_data (line 360) | def _standardize_akshare_data(
    method _standardize_baostock_data (line 388) | def _standardize_baostock_data(
    method _get_full_symbol (line 415) | def _get_full_symbol(self, symbol: str, market: str) -> str:
    method _extract_latest_period (line 424) | def _extract_latest_period(self, financial_data: Dict[str, Any]) -> str:
    method _extract_akshare_indicators (line 440) | def _extract_akshare_indicators(self, financial_data: Dict[str, Any]) ...
    method _generate_current_period (line 481) | def _generate_current_period(self) -> str:
    method _safe_float (line 503) | def _safe_float(self, value) -> Optional[float]:
  function get_financial_data_service (line 520) | async def get_financial_data_service() -> FinancialDataService:

FILE: app/services/foreign_stock_service.py
  class ForeignStockService (line 24) | class ForeignStockService:
    method __init__ (line 41) | def __init__(self, db=None):
    method get_quote (line 59) | async def get_quote(self, market: str, code: str, force_refresh: bool ...
    method get_basic_info (line 84) | async def get_basic_info(self, market: str, code: str, force_refresh: ...
    method get_kline (line 103) | async def get_kline(self, market: str, code: str, period: str = 'day',
    method _get_hk_quote (line 125) | async def _get_hk_quote(self, code: str, force_refresh: bool = False) ...
    method _get_source_priority (line 239) | async def _get_source_priority(self, market: str) -> List[str]:
    method _get_hk_quote_from_yfinance (line 276) | def _get_hk_quote_from_yfinance(self, code: str) -> Dict:
    method _get_hk_quote_from_akshare (line 283) | def _get_hk_quote_from_akshare(self, code: str) -> Dict:
    method _get_us_quote (line 296) | async def _get_us_quote(self, code: str, force_refresh: bool = False) ...
    method _get_us_quote_from_yfinance (line 424) | def _get_us_quote_from_yfinance(self, code: str) -> Dict:
    method _get_us_quote_from_alpha_vantage (line 449) | def _get_us_quote_from_alpha_vantage(self, code: str) -> Dict:
    method _get_us_quote_from_finnhub (line 492) | def _get_us_quote_from_finnhub(self, code: str) -> Dict:
    method _get_hk_info (line 529) | async def _get_hk_info(self, code: str, force_refresh: bool = False) -...
    method _get_us_info (line 608) | async def _get_us_info(self, code: str, force_refresh: bool = False) -...
    method _get_hk_kline (line 711) | async def _get_hk_kline(self, code: str, period: str, limit: int, forc...
    method _get_us_kline (line 788) | async def _get_us_kline(self, code: str, period: str, limit: int, forc...
    method _format_hk_quote (line 865) | def _format_hk_quote(self, data: Dict, code: str, source: str) -> Dict:
    method _format_hk_info (line 882) | def _format_hk_info(self, data: Dict, code: str, source: str) -> Dict:
    method _parse_cached_data (line 910) | def _parse_cached_data(self, cached_data: str, market: str, code: str)...
    method _parse_cached_kline (line 931) | def _parse_cached_kline(self, cached_data: str) -> List[Dict]:
    method _get_us_info_from_yfinance (line 950) | def _get_us_info_from_yfinance(self, code: str) -> Dict:
    method _safe_float (line 971) | def _safe_float(self, value, default=None):
    method _get_us_info_from_alpha_vantage (line 980) | def _get_us_info_from_alpha_vantage(self, code: str) -> Dict:
    method _get_us_info_from_finnhub (line 1007) | def _get_us_info_from_finnhub(self, code: str) -> Dict:
    method _get_us_kline_from_yfinance (line 1037) | def _get_us_kline_from_yfinance(self, code: str, period: str, limit: i...
    method _get_us_kline_from_alpha_vantage (line 1076) | def _get_us_kline_from_alpha_vantage(self, code: str, period: str, lim...
    method _get_us_kline_from_finnhub (line 1134) | def _get_us_kline_from_finnhub(self, code: str, period: str, limit: in...
    method get_hk_news (line 1204) | async def get_hk_news(self, code: str, days: int = 2, limit: int = 50)...
    method get_us_news (line 1300) | async def get_us_news(self, code: str, days: int = 2, limit: int = 50)...
    method _get_us_news_from_alpha_vantage (line 1396) | def _get_us_news_from_alpha_vantage(self, code: str, days: int, limit:...
    method _get_us_news_from_finnhub (line 1459) | def _get_us_news_from_finnhub(self, code: str, days: int, limit: int) ...
    method _get_hk_news_from_finnhub (line 1506) | def _get_hk_news_from_finnhub(self, code: str, days: int, limit: int) ...
    method _get_hk_info_from_akshare (line 1556) | def _get_hk_info_from_akshare(self, code: str) -> Dict:
    method _get_hk_info_from_yfinance (line 1615) | def _get_hk_info_from_yfinance(self, code: str) -> Dict:
    method _get_hk_info_from_finnhub (line 1633) | def _get_hk_info_from_finnhub(self, code: str) -> Dict:
    method _get_hk_kline_from_akshare (line 1666) | def _get_hk_kline_from_akshare(self, code: str, period: str, limit: in...
    method _get_hk_kline_from_yfinance (line 1703) | def _get_hk_kline_from_yfinance(self, code: str, period: str, limit: i...
    method _get_hk_kline_from_finnhub (line 1743) | def _get_hk_kline_from_finnhub(self, code: str, period: str, limit: in...
    method _get_hk_news_from_akshare (line 1799) | def _get_hk_news_from_akshare(self, code: str, days: int, limit: int) ...

FILE: app/services/historical_data_service.py
  class HistoricalDataService (line 18) | class HistoricalDataService:
    method __init__ (line 21) | def __init__(self):
    method initialize (line 26) | async def initialize(self):
    method _ensure_indexes (line 40) | async def _ensure_indexes(self):
    method save_historical_data (line 70) | async def save_historical_data(
    method _execute_bulk_write_with_retry (line 193) | async def _execute_bulk_write_with_retry(
    method _standardize_record (line 248) | def _standardize_record(
    method _get_full_symbol (line 330) | def _get_full_symbol(self, symbol: str, market: str) -> str:
    method _format_date (line 346) | def _format_date(self, date_value) -> str:
    method _safe_float (line 364) | def _safe_float(self, value) -> Optional[float]:
    method get_historical_data (line 373) | async def get_historical_data(
    method get_latest_date (line 432) | async def get_latest_date(self, symbol: str, data_source: str) -> Opti...
    method get_data_statistics (line 451) | async def get_data_statistics(self) -> Dict[str, Any]:
  function get_historical_data_service (line 500) | async def get_historical_data_service() -> HistoricalDataService:

FILE: app/services/internal_message_service.py
  function convert_objectid_to_str (line 18) | def convert_objectid_to_str(data: Union[Dict, List[Dict]]) -> Union[Dict...
  class InternalMessageQueryParams (line 41) | class InternalMessageQueryParams:
  class InternalMessageStats (line 65) | class InternalMessageStats:
  class InternalMessageService (line 77) | class InternalMessageService:
    method __init__ (line 80) | def __init__(self):
    method initialize (line 85) | async def initialize(self):
    method _get_collection (line 95) | async def _get_collection(self):
    method save_internal_messages (line 101) | async def save_internal_messages(
    method query_internal_messages (line 158) | async def query_internal_messages(
    method get_latest_messages (line 245) | async def get_latest_messages(
    method search_messages (line 263) | async def search_messages(
    method get_research_reports (line 300) | async def get_research_reports(
    method get_analyst_notes (line 317) | async def get_analyst_notes(
    method get_internal_statistics (line 334) | async def get_internal_statistics(
  function get_internal_message_service (line 410) | async def get_internal_message_service() -> InternalMessageService:

FILE: app/services/log_export_service.py
  class LogExportService (line 18) | class LogExportService:
    method __init__ (line 21) | def __init__(self, log_dir: str = "./logs"):
    method list_log_files (line 45) | def list_log_files(self) -> List[Dict[str, Any]]:
    method _get_log_type (line 107) | def _get_log_type(self, filename: str) -> str:
    method read_log_file (line 128) | def read_log_file(
    method export_logs (line 217) | def export_logs(
    method get_log_statistics (line 317) | def get_log_statistics(self, days: int = 7) -> Dict[str, Any]:
  function get_log_export_service (line 379) | def get_log_export_service() -> LogExportService:
  function _get_log_directory (line 391) | def _get_log_directory() -> str:

FILE: app/services/memory_state_manager.py
  class TaskStatus (line 16) | class TaskStatus(Enum):
  class TaskState (line 25) | class TaskState:
    method to_dict (line 48) | def to_dict(self) -> Dict[str, Any]:
  class MemoryStateManager (line 94) | class MemoryStateManager:
    method __init__ (line 97) | def __init__(self):
    method set_websocket_manager (line 105) | def set_websocket_manager(self, websocket_manager):
    method create_task (line 109) | async def create_task(
    method _calculate_estimated_duration (line 140) | def _calculate_estimated_duration(self, parameters: Dict[str, Any]) ->...
    method update_task_status (line 180) | async def update_task_status(
    method get_task (line 246) | async def get_task(self, task_id: str) -> Optional[TaskState]:
    method get_task_dict (line 259) | async def get_task_dict(self, task_id: str) -> Optional[Dict[str, Any]]:
    method list_all_tasks (line 264) | async def list_all_tasks(
    method list_user_tasks (line 287) | async def list_user_tasks(
    method delete_task (line 312) | async def delete_task(self, task_id: str) -> bool:
    method get_statistics (line 321) | async def get_statistics(self) -> Dict[str, Any]:
    method cleanup_old_tasks (line 339) | async def cleanup_old_tasks(self, max_age_hours: int = 24) -> int:
    method cleanup_zombie_tasks (line 356) | async def cleanup_zombie_tasks(self, max_running_hours: int = 2) -> int:
    method remove_task (line 394) | async def remove_task(self, task_id: str) -> bool:
  function get_memory_state_manager (line 415) | def get_memory_state_manager() -> MemoryStateManager:

FILE: app/services/model_capability_service.py
  class ModelCapabilityService (line 22) | class ModelCapabilityService:
    method _parse_aggregator_model_name (line 25) | def _parse_aggregator_model_name(self, model_name: str) -> Tuple[Optio...
    method _get_model_capability_with_mapping (line 64) | def _get_model_capability_with_mapping(self, model_name: str) -> Tuple...
    method get_model_capability (line 87) | def get_model_capability(self, model_name: str) -> int:
    method get_model_config (line 113) | def get_model_config(self, model_name: str) -> Dict[str, Any]:
    method validate_model_pair (line 217) | def validate_model_pair(
    method recommend_models_for_depth (line 312) | def recommend_models_for_depth(
    method _get_default_models (line 395) | def _get_default_models(self) -> Tuple[str, str]:
    method _recommend_model (line 406) | def _recommend_model(self, model_type: str, min_level: int) -> str:
  function get_model_capability_service (line 424) | def get_model_capability_service() -> ModelCapabilityService:

FILE: app/services/multi_source_basics_sync_service.py
  class DataSourcePriority (line 33) | class DataSourcePriority(Enum):
  class SyncStats (line 41) | class SyncStats:
  class MultiSourceBasicsSyncService (line 58) | class MultiSourceBasicsSyncService:
    method __init__ (line 61) | def __init__(self):
    method get_status (line 66) | async def get_status(self) -> Dict[str, Any]:
    method _persist_status (line 79) | async def _persist_status(self, db: AsyncIOMotorDatabase, stats: Dict[...
    method _execute_bulk_write_with_retry (line 98) | async def _execute_bulk_write_with_retry(
    method run_full_sync (line 143) | async def run_full_sync(self, force: bool = False, preferred_sources: ...
    method _add_financial_metrics (line 336) | def _add_financial_metrics(self, doc: Dict, daily_metrics: Dict) -> None:
    method _generate_full_symbol (line 340) | def _generate_full_symbol(self, code: str) -> str:
  function get_multi_source_sync_service (line 376) | def get_multi_source_sync_service() -> MultiSourceBasicsSyncService:

FILE: app/services/news_data_service.py
  function convert_objectid_to_str (line 18) | def convert_objectid_to_str(data: Union[Dict, List[Dict]]) -> Union[Dict...
  class NewsQueryParams (line 41) | class NewsQueryParams:
  class NewsStats (line 59) | class NewsStats:
    method __post_init__ (line 71) | def __post_init__(self):
  class NewsDataService (line 78) | class NewsDataService:
    method __init__ (line 81) | def __init__(self):
    method _ensure_indexes (line 87) | async def _ensure_indexes(self):
    method _get_collection (line 139) | def _get_collection(self):
    method save_news_data (line 146) | async def save_news_data(
    method save_news_data_sync (line 244) | def save_news_data_sync(
    method _standardize_news_data (line 347) | def _standardize_news_data(
    method _get_full_symbol (line 400) | def _get_full_symbol(self, symbol: str, market: str) -> str:
    method _parse_datetime (line 414) | def _parse_datetime(self, dt_value) -> Optional[datetime]:
    method _safe_float (line 447) | def _safe_float(self, value) -> Optional[float]:
    method query_news (line 457) | async def query_news(self, params: NewsQueryParams) -> List[Dict[str, ...
    method get_latest_news (line 552) | async def get_latest_news(
    method get_news_statistics (line 581) | async def get_news_statistics(
    method delete_old_news (line 683) | async def delete_old_news(self, days_to_keep: int = 90) -> int:
    method search_news (line 711) | async def search_news(
  function get_news_data_service (line 760) | async def get_news_data_service() -> NewsDataService:

FILE: app/services/notifications_service.py
  class NotificationsService (line 19) | class NotificationsService:
    method __init__ (line 20) | def __init__(self):
    method _ensure_indexes (line 26) | async def _ensure_indexes(self):
    method create_and_publish (line 34) | async def create_and_publish(self, payload: NotificationCreate) -> str:
    method unread_count (line 91) | async def unread_count(self, user_id: str) -> int:
    method list (line 95) | async def list(self, user_id: str, *, status: Optional[str] = None, nt...
    method mark_read (line 118) | async def mark_read(self, user_id: str, notif_id: str) -> bool:
    method mark_all_read (line 127) | async def mark_all_read(self, user_id: str) -> int:
  function get_notifications_service (line 136) | def get_notifications_service() -> NotificationsService:

FILE: app/services/operation_log_service.py
  class OperationLogService (line 24) | class OperationLogService:
    method __init__ (line 27) | def __init__(self):
    method create_log (line 30) | async def create_log(
    method get_logs (line 71) | async def get_logs(self, query: OperationLogQuery) -> Tuple[List[Opera...
    method get_stats (line 131) | async def get_stats(self, days: int = 30) -> OperationLogStats:
    method clear_logs (line 197) | async def clear_logs(self, days: Optional[int] = None, action_type: Op...
    method get_log_by_id (line 228) | async def get_log_by_id(self, log_id: str) -> Optional[OperationLogRes...
  function get_operation_log_service (line 249) | def get_operation_log_service() -> OperationLogService:
  function log_operation (line 258) | async def log_operation(

FILE: app/services/progress/log_handler.py
  class ProgressLogHandler (line 15) | class ProgressLogHandler(logging.Handler):
    method __init__ (line 18) | def __init__(self):
    method register_tracker (line 61) | def register_tracker(self, task_id: str, tracker: RedisProgressTracker):
    method unregister_tracker (line 67) | def unregister_tracker(self, task_id: str):
    method emit (line 74) | def emit(self, record):
    method _extract_progress_message (line 104) | def _extract_progress_message(self, message: str) -> Optional[str]:
    method _extract_stock_symbol (line 124) | def _extract_stock_symbol(self, message: str) -> Optional[str]:
  function get_progress_log_handler (line 146) | def get_progress_log_handler() -> ProgressLogHandler:
  function register_analysis_tracker (line 175) | def register_analysis_tracker(task_id: str, tracker: RedisProgressTracker):
  function unregister_analysis_tracker (line 181) | def unregister_analysis_tracker(task_id: str):

FILE: app/services/progress/tracker.py
  class AnalysisStep (line 21) | class AnalysisStep:
  function safe_serialize (line 31) | def safe_serialize(data):
  class RedisProgressTracker (line 46) | class RedisProgressTracker:
    method __init__ (line 49) | def __init__(self, task_id: str, analysts: List[str], research_depth: ...
    method _init_redis (line 91) | def _init_redis(self) -> bool:
    method _generate_dynamic_steps (line 133) | def _generate_dynamic_steps(self) -> List[AnalysisStep]:
    method _get_debate_rounds (line 176) | def _get_debate_rounds(self) -> int:
    method _get_analyst_step_info (line 184) | def _get_analyst_step_info(self, analyst: str) -> Dict[str, str]:
    method _estimate_step_time (line 194) | def _estimate_step_time(self, step: AnalysisStep) -> float:
    method _get_base_total_time (line 198) | def _get_base_total_time(self) -> float:
    method _calculate_time_estimates (line 256) | def _calculate_time_estimates(self) -> tuple[float, float, float]:
    method _calculate_static_time_estimates (line 277) | def _calculate_static_time_estimates(progress_data: dict) -> dict:
    method update_progress (line 300) | def update_progress(self, progress_update: Any) -> Dict[str, Any]:
    method _update_steps_by_progress (line 345) | def _update_steps_by_progress(self, progress_pct: float) -> None:
    method _detect_current_step (line 374) | def _detect_current_step(self) -> int:
    method _find_step_by_name (line 394) | def _find_step_by_name(self, step_name: str) -> Optional[AnalysisStep]:
    method _find_step_by_pattern (line 400) | def _find_step_by_pattern(self, pattern: str) -> Optional[AnalysisStep]:
    method _save_progress (line 406) | def _save_progress(self) -> None:
    method mark_completed (line 421) | def mark_completed(self) -> Dict[str, Any]:
    method mark_failed (line 437) | def mark_failed(self, reason: str = "") -> Dict[str, Any]:
    method to_dict (line 453) | def to_dict(self) -> Dict[str, Any]:
  function get_progress_by_id (line 477) | def get_progress_by_id(task_id: str) -> Optional[Dict[str, Any]]:

FILE: app/services/queue/helpers.py
  function check_user_concurrent_limit (line 18) | async def check_user_concurrent_limit(r: Redis, user_id: str, limit: int...
  function check_global_concurrent_limit (line 25) | async def check_global_concurrent_limit(r: Redis, limit: int) -> bool:
  function mark_task_processing (line 31) | async def mark_task_processing(r: Redis, task_id: str, user_id: str) -> ...
  function unmark_task_processing (line 38) | async def unmark_task_processing(r: Redis, task_id: str, user_id: str) -...
  function set_visibility_timeout (line 45) | async def set_visibility_timeout(r: Redis, task_id: str, worker_id: str,...
  function clear_visibility_timeout (line 57) | async def clear_visibility_timeout(r: Redis, task_id: str) -> None:

FILE: app/services/queue_service.py
  class QueueService (line 45) | class QueueService:
    method __init__ (line 48) | def __init__(self, redis: Redis):
    method enqueue_task (line 54) | async def enqueue_task(
    method dequeue_task (line 100) | async def dequeue_task(self, worker_id: str) -> Optional[Dict[str, Any]]:
    method ack_task (line 143) | async def ack_task(self, task_id: str, success: bool = True) -> bool:
    method create_batch (line 179) | async def create_batch(self, user_id: str, symbols: List[str], params:...
    method get_task (line 194) | async def get_task(self, task_id: str) -> Optional[Dict[str, Any]]:
    method get_batch (line 211) | async def get_batch(self, batch_id: str) -> Optional[Dict[str, Any]]:
    method stats (line 225) | async def stats(self) -> Dict[str, int]:
    method _check_user_concurrent_limit (line 238) | async def _check_user_concurrent_limit(self, user_id: str) -> bool:
    method _check_global_concurrent_limit (line 242) | async def _check_global_concurrent_limit(self) -> bool:
    method _mark_task_processing (line 246) | async def _mark_task_processing(self, task_id: str, user_id: str, work...
    method _unmark_task_processing (line 250) | async def _unmark_task_processing(self, task_id: str, user_id: str):
    method _set_visibility_timeout (line 254) | async def _set_visibility_timeout(self, task_id: str, worker_id: str):
    method _clear_visibility_timeout (line 258) | async def _clear_visibility_timeout(self, task_id: str):
    method get_user_queue_status (line 262) | async def get_user_queue_status(self, user_id: str) -> Dict[str, int]:
    method cleanup_expired_tasks (line 273) | async def cleanup_expired_tasks(self):
    method _handle_expired_task (line 301) | async def _handle_expired_task(self, task_id: str):
    method cancel_task (line 331) | async def cancel_task(self, task_id: str) -> bool:
  function get_queue_service (line 363) | def get_queue_service() -> QueueService:

FILE: app/services/quotes_ingestion_service.py
  class QuotesIngestionService (line 16) | class QuotesIngestionService:
    method __init__ (line 28) | def __init__(self, collection_name: str = "market_quotes") -> None:
    method _normalize_stock_code (line 48) | def _normalize_stock_code(code: str) -> str:
    method ensure_indexes (line 87) | async def ensure_indexes(self) -> None:
    method _record_sync_status (line 96) | async def _record_sync_status(
    method get_sync_status (line 139) | async def get_sync_status(self) -> Dict[str, any]:
    method _check_tushare_permission (line 207) | def _check_tushare_permission(self) -> bool:
    method _can_call_tushare (line 255) | def _can_call_tushare(self) -> bool:
    method _record_tushare_call (line 285) | def _record_tushare_call(self) -> None:
    method _get_next_source (line 289) | def _get_next_source(self) -> Tuple[str, Optional[str]]:
    method _is_trading_time (line 315) | def _is_trading_time(self, now: Optional[datetime] = None) -> bool:
    method _collection_empty (line 343) | async def _collection_empty(self) -> bool:
    method _collection_stale (line 352) | async def _collection_stale(self, latest_trade_date: Optional[str]) ->...
    method _bulk_upsert (line 367) | async def _bulk_upsert(self, quotes_map: Dict[str, Dict], trade_date: ...
    method backfill_from_historical_data (line 413) | async def backfill_from_historical_data(self) -> None:
    method backfill_last_close_snapshot (line 500) | async def backfill_last_close_snapshot(self) -> None:
    method backfill_last_close_snapshot_if_needed (line 517) | async def backfill_last_close_snapshot_if_needed(self) -> None:
    method _fetch_quotes_from_source (line 537) | def _fetch_quotes_from_source(self, source_type: str, akshare_api: Opt...
    method run_once (line 597) | async def run_once(self) -> None:

FILE: app/services/quotes_service.py
  function _safe_float (line 16) | def _safe_float(v) -> Optional[float]:
  class QuotesService (line 34) | class QuotesService:
    method __init__ (line 35) | def __init__(self, ttl_seconds: int = 30) -> None:
    method get_quotes (line 41) | async def get_quotes(self, codes: List[str]) -> Dict[str, Dict[str, Op...
    method _fetch_spot_akshare (line 57) | def _fetch_spot_akshare(self) -> Dict[str, Dict[str, Optional[float]]]:
  function get_quotes_service (line 106) | def get_quotes_service() -> QuotesService:

FILE: app/services/scheduler_service.py
  function get_utc8_now (line 30) | def get_utc8_now():
  class TaskCancelledException (line 40) | class TaskCancelledException(Exception):
  class SchedulerService (line 45) | class SchedulerService:
    method __init__ (line 48) | def __init__(self, scheduler: AsyncIOScheduler):
    method _get_db (line 61) | def _get_db(self):
    method list_jobs (line 67) | async def list_jobs(self) -> List[Dict[str, Any]]:
    method get_job (line 87) | async def get_job(self, job_id: str) -> Optional[Dict[str, Any]]:
    method pause_job (line 108) | async def pause_job(self, job_id: str) -> bool:
    method resume_job (line 130) | async def resume_job(self, job_id: str) -> bool:
    method trigger_job (line 152) | async def trigger_job(self, job_id: str, kwargs: Optional[Dict[str, An...
    method get_job_history (line 221) | async def get_job_history(
    method count_job_history (line 254) | async def count_job_history(self, job_id: str) -> int:
    method get_all_history (line 272) | async def get_all_history(
    method count_all_history (line 313) | async def count_all_history(
    method get_job_executions (line 344) | async def get_job_executions(
    method count_job_executions (line 409) | async def count_job_executions(
    method cancel_job_execution (line 451) | async def cancel_job_execution(self, execution_id: str) -> bool:
    method mark_execution_as_failed (line 496) | async def mark_execution_as_failed(self, execution_id: str, reason: st...
    method delete_execution (line 538) | async def delete_execution(self, execution_id: str) -> bool:
    method get_job_execution_stats (line 577) | async def get_job_execution_stats(self, job_id: str) -> Dict[str, Any]:
    method get_stats (line 635) | async def get_stats(self) -> Dict[str, Any]:
    method health_check (line 656) | async def health_check(self) -> Dict[str, Any]:
    method _job_to_dict (line 670) | def _job_to_dict(self, job: Job, include_details: bool = False) -> Dic...
    method _setup_event_listeners (line 700) | def _setup_event_listeners(self):
    method _check_zombie_tasks (line 733) | async def _check_zombie_tasks(self):
    method _on_job_executed (line 766) | def _on_job_executed(self, event: JobExecutionEvent):
    method _on_job_error (line 783) | def _on_job_error(self, event: JobExecutionEvent):
    method _on_job_missed (line 801) | def _on_job_missed(self, event: JobExecutionEvent):
    method _record_job_execution (line 810) | async def _record_job_execution(
    method _record_job_action (line 931) | async def _record_job_action(
    method _get_job_metadata (line 959) | async def _get_job_metadata(self, job_id: str) -> Optional[Dict[str, A...
    method update_job_metadata (line 980) | async def update_job_metadata(
  function set_scheduler_instance (line 1034) | def set_scheduler_instance(scheduler: AsyncIOScheduler):
  function get_scheduler_service (line 1046) | def get_scheduler_service() -> SchedulerService:
  function update_job_progress (line 1065) | async def update_job_progress(

FILE: app/services/screening/eval_utils.py
  function collect_fields_from_conditions (line 12) | def collect_fields_from_conditions(node: Dict[str, Any], allowed_fields:...
  function evaluate_fund_conditions (line 31) | def evaluate_fund_conditions(snap: Dict[str, Any], node: Dict[str, Any],...
  function evaluate_conditions (line 78) | def evaluate_conditions(
  function safe_float (line 160) | def safe_float(v: Any) -> Optional[float]:

FILE: app/services/screening_service.py
  class ScreeningParams (line 59) | class ScreeningParams:
  class ScreeningService (line 71) | class ScreeningService:
    method __init__ (line 72) | def __init__(self):
    method run (line 77) | def run(self, conditions: Dict[str, Any], params: ScreeningParams) -> ...
    method _evaluate_fund_conditions (line 187) | def _evaluate_fund_conditions(self, snap: Dict[str, Any], node: Dict[s...
    method _collect_fields_from_conditions (line 192) | def _collect_fields_from_conditions(self, node: Dict[str, Any]) -> Lis...
    method _evaluate_conditions (line 197) | def _evaluate_conditions(self, df: pd.DataFrame, node: Dict[str, Any])...
    method _safe_float (line 202) | def _safe_float(self, v: Any) -> Optional[float]:
    method _get_universe (line 206) | def _get_universe(self) -> List[str]:

FILE: app/services/simple_analysis_service.py
  function _get_stock_info_safe (line 40) | def _get_stock_info_safe(stock_code: str):
  function get_provider_by_model_name (line 53) | async def get_provider_by_model_name(model_name: str) -> str:
  function get_provider_by_model_name_sync (line 86) | def get_provider_by_model_name_sync(model_name: str) -> str:
  function get_provider_and_url_by_model_sync (line 100) | def get_provider_and_url_by_model_sync(model_name: str) -> dict:
  function _get_env_api_key_for_provider (line 272) | def _get_env_api_key_for_provider(provider: str) -> str:
  function _get_default_backend_url (line 305) | def _get_default_backend_url(provider: str) -> str:
  function _get_default_provider_by_model (line 331) | def _get_default_provider_by_model(model_name: str) -> str:
  function create_analysis_config (line 372) | def create_analysis_config(
  class SimpleAnalysisService (line 591) | class SimpleAnalysisService:
    method __init__ (line 594) | def __init__(self):
    method _update_progress_async (line 621) | async def _update_progress_async(self, task_id: str, progress: int, me...
    method _resolve_stock_name (line 652) | def _resolve_stock_name(self, code: Optional[str]) -> str:
    method _enrich_stock_names (line 673) | def _enrich_stock_names(self, tasks: List[Dict[str, Any]]) -> List[Dic...
    method _convert_user_id (line 685) | def _convert_user_id(self, user_id: str) -> PyObjectId:
    method _get_trading_graph (line 707) | def _get_trading_graph(self, config: Dict[str, Any]) -> TradingAgentsG...
    method create_analysis_task (line 730) | async def create_analysis_task(
    method execute_analysis_background (line 809) | async def execute_analysis_background(
    method _execute_analysis_sync (line 1063) | async def _execute_analysis_sync(
    method _run_analysis_sync (line 1086) | def _run_analysis_sync(
    method get_task_status (line 1849) | async def get_task_status(self, task_id: str) -> Optional[Dict[str, An...
    method list_all_tasks (line 1936) | async def list_all_tasks(
    method list_user_tasks (line 2021) | async def list_user_tasks(
    method cleanup_zombie_tasks (line 2222) | async def cleanup_zombie_tasks(self, max_running_hours: int = 2) -> Di...
    method get_zombie_tasks (line 2284) | async def get_zombie_tasks(self, max_running_hours: int = 2) -> List[D...
    method _update_task_status (line 2339) | async def _update_task_status(
    method _save_analysis_result (line 2373) | async def _save_analysis_result(self, task_id: str, result: Dict[str, ...
    method _save_analysis_result_web_style (line 2385) | async def _save_analysis_result_web_style(self, task_id: str, result: ...
    method _save_analysis_results_complete (line 2673) | async def _save_analysis_results_complete(self, task_id: str, result: ...
    method _save_modular_reports_to_data_dir (line 2715) | async def _save_modular_reports_to_data_dir(self, result: Dict[str, An...
  function get_simple_analysis_service (line 2900) | def get_simple_analysis_service() -> SimpleAnalysisService:

FILE: app/services/social_media_service.py
  class SocialMediaQueryParams (line 18) | class SocialMediaQueryParams:
  class SocialMediaStats (line 40) | class SocialMediaStats:
  class SocialMediaService (line 56) | class SocialMediaService:
    method __init__ (line 59) | def __init__(self):
    method initialize (line 64) | async def initialize(self):
    method _get_collection (line 74) | async def _get_collection(self):
    method save_social_media_messages (line 80) | async def save_social_media_messages(
    method query_social_media_messages (line 138) | async def query_social_media_messages(
    method get_latest_messages (line 216) | async def get_latest_messages(
    method search_messages (line 232) | async def search_messages(
    method get_social_media_statistics (line 269) | async def get_social_media_statistics(
  function get_social_media_service (line 346) | async def get_social_media_service() -> SocialMediaService:

FILE: app/services/stock_data_service.py
  class StockDataService (line 23) | class StockDataService:
    method __init__ (line 29) | def __init__(self):
    method get_stock_basic_info (line 33) | async def get_stock_basic_info(
    method get_market_quotes (line 91) | async def get_market_quotes(self, symbol: str) -> Optional[MarketQuote...
    method get_stock_list (line 121) | async def get_stock_list(
    method update_stock_basic_info (line 188) | async def update_stock_basic_info(
    method update_market_quotes (line 235) | async def update_market_quotes(
    method _standardize_basic_info (line 274) | def _standardize_basic_info(self, doc: Dict[str, Any]) -> Dict[str, Any]:
    method _standardize_market_quotes (line 353) | def _standardize_market_quotes(self, doc: Dict[str, Any]) -> Dict[str,...
  function get_stock_data_service (line 397) | def get_stock_data_service() -> StockDataService:

FILE: app/services/tags_service.py
  class TagsService (line 12) | class TagsService:
    method __init__ (line 13) | def __init__(self) -> None:
    method _get_db (line 17) | async def _get_db(self):
    method ensure_indexes (line 22) | async def ensure_indexes(self) -> None:
    method _normalize_user_id (line 31) | def _normalize_user_id(self, user_id: str) -> str:
    method _format_doc (line 35) | def _format_doc(self, doc: Dict[str, Any]) -> Dict[str, Any]:
    method list_tags (line 45) | async def list_tags(self, user_id: str) -> List[Dict[str, Any]]:
    method create_tag (line 54) | async def create_tag(self, user_id: str, name: str, color: Optional[st...
    method update_tag (line 70) | async def update_tag(self, user_id: str, tag_id: str, *, name: Optiona...
    method delete_tag (line 88) | async def delete_tag(self, user_id: str, tag_id: str) -> bool:

FILE: app/services/unified_stock_service.py
  class UnifiedStockService (line 25) | class UnifiedStockService:
    method __init__ (line 28) | def __init__(self, db: AsyncIOMotorDatabase):
    method get_stock_info (line 56) | async def get_stock_info(
    method _get_source_priority (line 102) | async def _get_source_priority(self, market: str) -> List[str]:
    method get_stock_quote (line 144) | async def get_stock_quote(self, market: str, code: str) -> Optional[Di...
    method search_stocks (line 159) | async def search_stocks(
    method get_daily_quotes (line 221) | async def get_daily_quotes(
    method get_supported_markets (line 256) | async def get_supported_markets(self) -> List[Dict]:

FILE: app/services/usage_statistics_service.py
  class UsageStatisticsService (line 17) | class UsageStatisticsService:
    method __init__ (line 20) | def __init__(self):
    method add_usage_record (line 24) | async def add_usage_record(self, record: UsageRecord) -> bool:
    method get_usage_records (line 39) | async def get_usage_records(
    method get_usage_statistics (line 79) | async def get_usage_statistics(
    method get_cost_by_provider (line 189) | async def get_cost_by_provider(self, days: int = 7) -> Dict[str, float]:
    method get_cost_by_model (line 197) | async def get_cost_by_model(self, days: int = 7) -> Dict[str, float]:
    method get_daily_cost (line 205) | async def get_daily_cost(self, days: int = 7) -> Dict[str, float]:
    method delete_old_records (line 213) | async def delete_old_records(self, days: int = 90) -> int:

FILE: app/services/user_service.py
  function get_logger (line 21) | def get_logger(name: str) -> logging.Logger:
  class UserService (line 27) | class UserService:
    method __init__ (line 30) | def __init__(self):
    method close (line 35) | def close(self):
    method __del__ (line 41) | def __del__(self):
    method hash_password (line 46) | def hash_password(password: str) -> str:
    method verify_password (line 52) | def verify_password(plain_password: str, hashed_password: str) -> bool:
    method create_user (line 56) | async def create_user(self, user_data: UserCreate) -> Optional[User]:
    method authenticate_user (line 119) | async def authenticate_user(self, username: str, password: str) -> Opt...
    method get_user_by_username (line 164) | async def get_user_by_username(self, username: str) -> Optional[User]:
    method get_user_by_id (line 175) | async def get_user_by_id(self, user_id: str) -> Optional[User]:
    method update_user (line 189) | async def update_user(self, username: str, user_data: UserUpdate) -> O...
    method change_password (line 231) | async def change_password(self, username: str, old_password: str, new_...
    method reset_password (line 263) | async def reset_password(self, username: str, new_password: str) -> bool:
    method create_admin_user (line 288) | async def create_admin_user(self, username: str = "admin", password: s...
    method list_users (line 337) | async def list_users(self, skip: int = 0, limit: int = 100) -> List[Us...
    method deactivate_user (line 367) | async def deactivate_user(self, username: str) -> bool:
    method activate_user (line 391) | async def activate_user(self, username: str) -> bool:

FILE: app/services/websocket_manager.py
  class WebSocketManager (line 14) | class WebSocketManager:
    method __init__ (line 17) | def __init__(self):
    method connect (line 22) | async def connect(self, websocket: WebSocket, task_id: str):
    method disconnect (line 33) | async def disconnect(self, websocket: WebSocket, task_id: str):
    method send_progress_update (line 43) | async def send_progress_update(self, task_id: str, message: Dict[str, ...
    method broadcast_to_user (line 61) | async def broadcast_to_user(self, user_id: str, message: Dict[str, Any]):
    method get_connection_count (line 67) | async def get_connection_count(self, task_id: str) -> int:
    method get_total_connections (line 72) | async def get_total_connections(self) -> int:
  function get_websocket_manager (line 83) | def get_websocket_manager() -> WebSocketManager:

FILE: app/utils/api_key_utils.py
  function is_valid_api_key (line 11) | def is_valid_api_key(api_key: Optional[str]) -> bool:
  function truncate_api_key (line 56) | def truncate_api_key(api_key: Optional[str]) -> Optional[str]:
  function get_env_api_key_for_provider (line 76) | def get_env_api_key_for_provider(provider_name: str) -> Optional[str]:
  function get_env_api_key_for_datasource (line 97) | def get_env_api_key_for_datasource(ds_type: str) -> Optional[str]:
  function should_skip_api_key_update (line 137) | def should_skip_api_key_update(api_key: Optional[str]) -> bool:

FILE: app/utils/error_formatter.py
  class ErrorCategory (line 12) | class ErrorCategory(str, Enum):
  class ErrorFormatter (line 31) | class ErrorFormatter:
    method format_error (line 57) | def format_error(cls, error_message: str, context: Optional[Dict] = No...
    method _categorize_error (line 83) | def _categorize_error(cls, error_message: str, context: Dict) -> Tuple...
    method _extract_llm_provider (line 178) | def _extract_llm_provider(cls, error_message: str) -> Optional[str]:
    method _extract_data_source (line 187) | def _extract_data_source(cls, error_message: str) -> Optional[str]:
    method _generate_friendly_message (line 196) | def _generate_friendly_message(

FILE: app/utils/report_exporter.py
  class ReportExporter (line 64) | class ReportExporter:
    method __init__ (line 67) | def __init__(self):
    method generate_markdown_report (line 77) | def generate_markdown_report(self, report_doc: Dict[str, Any]) -> str:
    method _clean_markdown_for_pandoc (line 167) | def _clean_markdown_for_pandoc(self, md_content: str) -> str:
    method _create_pdf_css (line 210) | def _create_pdf_css(self) -> str:
    method generate_docx_report (line 284) | def generate_docx_report(self, report_doc: Dict[str, Any]) -> bytes:
    method _markdown_to_html (line 378) | def _markdown_to_html(self, md_content: str) -> str:
    method _generate_pdf_with_pdfkit (line 612) | def _generate_pdf_with_pdfkit(self, html_content: str) -> bytes:
    method generate_pdf_report (line 635) | def generate_pdf_report(self, report_doc: Dict[str, Any]) -> bytes:

FILE: app/utils/timezone.py
  function get_tz_name (line 10) | def get_tz_name() -> str:
  function get_tz (line 28) | def get_tz() -> ZoneInfo:
  function now_tz (line 32) | def now_tz() -> datetime:
  function to_config_tz (line 37) | def to_config_tz(dt: Optional[datetime]) -> Optional[datetime]:
  function ensure_timezone (line 46) | def ensure_timezone(dt: Optional[datetime]) -> Optional[datetime]:

FILE: app/utils/trading_time.py
  function is_trading_time (line 14) | def is_trading_time(now: Optional[datetime] = None) -> bool:
  function is_strict_trading_time (line 53) | def is_strict_trading_time(now: Optional[datetime] = None) -> bool:
  function is_pre_market_time (line 85) | def is_pre_market_time(now: Optional[datetime] = None) -> bool:
  function is_after_market_time (line 109) | def is_after_market_time(now: Optional[datetime] = None) -> bool:
  function get_trading_status (line 133) | def get_trading_status(now: Optional[datetime] = None) -> str:

FILE: app/worker.py
  function publish_progress (line 35) | async def publish_progress(task_id: str, message: str, step: Optional[in...
  function process_task (line 54) | async def process_task(task_id: str) -> None:
  function worker_loop (line 185) | async def worker_loop(stop_event: asyncio.Event):
  function main (line 204) | async def main():

FILE: app/worker/akshare_init_service.py
  class AKShareInitializationStats (line 18) | class AKShareInitializationStats:
    method __post_init__ (line 34) | def __post_init__(self):
  class AKShareInitService (line 39) | class AKShareInitService:
    method __init__ (line 52) | def __init__(self):
    method initialize (line 57) | async def initialize(self):
    method run_full_initialization (line 63) | async def run_full_initialization(
    method _step_check_database_status (line 182) | async def _step_check_database_status(self, skip_if_exists: bool):
    method _step_initialize_basic_info (line 202) | async def _step_initialize_basic_info(self):
    method _step_initialize_historical_data (line 218) | async def _step_initialize_historical_data(self, historical_days: int):
    method _step_initialize_weekly_data (line 249) | async def _step_initialize_weekly_data(self, historical_days: int):
    method _step_initialize_monthly_data (line 285) | async def _step_initialize_monthly_data(self, historical_days: int):
    method _step_initialize_financial_data (line 321) | async def _step_initialize_financial_data(self):
    method _step_initialize_quotes (line 339) | async def _step_initialize_quotes(self):
    method _step_initialize_news_data (line 357) | async def _step_initialize_news_data(self):
    method _step_verify_data_integrity (line 377) | async def _step_verify_data_integrity(self):
    method _get_initialization_summary (line 406) | def _get_initialization_summary(self) -> Dict[str, Any]:
  function get_akshare_init_service (line 437) | async def get_akshare_init_service() -> AKShareInitService:
  function run_akshare_full_initialization (line 447) | async def run_akshare_full_initialization(

FILE: app/worker/akshare_sync_service.py
  class AKShareSyncService (line 18) | class AKShareSyncService:
    method __init__ (line 29) | def __init__(self):
    method initialize (line 37) | async def initialize(self):
    method sync_stock_basic_info (line 62) | async def sync_stock_basic_info(self, force_update: bool = False) -> D...
    method _process_basic_info_batch (line 133) | async def _process_basic_info_batch(self, batch: List[Dict[str, Any]],...
    method _is_data_fresh (line 206) | def _is_data_fresh(self, updated_at: Any, hours: int = 24) -> bool:
    method sync_realtime_quotes (line 234) | async def sync_realtime_quotes(self, symbols: List[str] = None, force:...
    method _process_quotes_batch (line 389) | async def _process_quotes_batch(self, batch: List[str]) -> Dict[str, A...
    method _process_quotes_batch_fallback (line 455) | async def _process_quotes_batch_fallback(self, batch: List[str]) -> Di...
    method _get_and_save_quotes (line 490) | async def _get_and_save_quotes(self, symbol: str) -> bool:
    method sync_historical_data (line 532) | async def sync_historical_data(
    method _process_historical_batch (line 632) | async def _process_historical_batch(
    method _get_last_sync_date (line 698) | async def _get_last_sync_date(self, symbol: str = None) -> str:
    method sync_financial_data (line 754) | async def sync_financial_data(self, symbols: List[str] = None) -> Dict...
    method _process_financial_batch (line 835) | async def _process_financial_batch(self, batch: List[str]) -> Dict[str...
    method _save_financial_data (line 879) | async def _save_financial_data(self, symbol: str, financial_data: Dict...
    method run_status_check (line 902) | async def run_status_check(self) -> Dict[str, Any]:
    method _get_favorite_stocks (line 952) | async def _get_favorite_stocks(self) -> List[str]:
    method sync_news_data (line 998) | async def sync_news_data(
    method _process_news_batch (line 1092) | async def _process_news_batch(
  function get_akshare_sync_service (line 1148) | async def get_akshare_sync_service() -> AKShareSyncService:
  function run_akshare_basic_info_sync (line 1158) | async def run_akshare_basic_info_sync(force_update: bool = False):
  function run_akshare_quotes_sync (line 1170) | async def run_akshare_quotes_sync(force: bool = False):
  function run_akshare_historical_sync (line 1188) | async def run_akshare_historical_sync(incremental: bool = True):
  function run_akshare_financial_sync (line 1200) | async def run_akshare_financial_sync():
  function run_akshare_status_check (line 1212) | async def run_akshare_status_check():
  function run_akshare_news_sync (line 1224) | async def run_akshare_news_sync(max_news_per_stock: int = 20):

FILE: app/worker/analysis_worker.py
  class AnalysisWorker (line 32) | class AnalysisWorker:
    method __init__ (line 35) | def __init__(self, worker_id: Optional[str] = None):
    method _signal_handler (line 51) | def _signal_handler(self, signum, frame):
    method start (line 56) | async def start(self):
    method _work_loop (line 112) | async def _work_loop(self):
    method _process_task (line 133) | async def _process_task(self, task_data: Dict[str, Any]):
    method _progress_callback (line 183) | def _progress_callback(self, progress: int, message: str):
    method _heartbeat_loop (line 187) | async def _heartbeat_loop(self):
    method _send_heartbeat (line 199) | async def _send_heartbeat(self):
    method _cleanup_loop (line 218) | async def _cleanup_loop(self):
    method _cleanup (line 230) | async def _cleanup(self):
  function main (line 251) | async def main():

FILE: app/worker/baostock_init_service.py
  class BaoStockInitializationStats (line 20) | class BaoStockInitializationStats:
    method duration (line 36) | def duration(self) -> float:
    method progress (line 43) | def progress(self) -> str:
  class BaoStockInitService (line 48) | class BaoStockInitService:
    method __init__ (line 51) | def __init__(self):
    method initialize (line 66) | async def initialize(self):
    method check_database_status (line 81) | async def check_database_status(self) -> Dict[str, Any]:
    method full_initialization (line 118) | async def full_initialization(self, historical_days: int = 365,
    method _sync_financial_data (line 235) | async def _sync_financial_data(self) -> int:
    method _verify_data_integrity (line 278) | async def _verify_data_integrity(self, stats: BaoStockInitializationSt...
    method basic_initialization (line 297) | async def basic_initialization(self) -> BaoStockInitializationStats:
  function run_baostock_full_initialization (line 345) | async def run_baostock_full_initialization():
  function run_baostock_basic_initialization (line 356) | async def run_baostock_basic_initialization():

FILE: app/worker/baostock_sync_service.py
  class BaoStockSyncStats (line 21) | class BaoStockSyncStats:
    method __post_init__ (line 29) | def __post_init__(self):
  class BaoStockSyncService (line 34) | class BaoStockSyncService:
    method __init__ (line 37) | def __init__(self):
    method initialize (line 54) | async def initialize(self):
    method sync_stock_basic_info (line 71) | async def sync_stock_basic_info(self, batch_size: int = 100) -> BaoSto...
    method _sync_basic_info_batch (line 117) | async def _sync_basic_info_batch(self, stock_batch: List[Dict[str, Any...
    method _get_total_shares (line 172) | async def _get_total_shares(self, code: str) -> Optional[float]:
    method _safe_float (line 221) | def _safe_float(self, value) -> Optional[float]:
    method _update_stock_basic_info (line 230) | async def _update_stock_basic_info(self, basic_info: Dict[str, Any]):
    method sync_daily_quotes (line 254) | async def sync_daily_quotes(self, batch_size: int = 50) -> BaoStockSyn...
    method _sync_quotes_batch (line 306) | async def _sync_quotes_batch(self, code_batch: List[str]) -> BaoStockS...
    method _update_stock_quotes (line 327) | async def _update_stock_quotes(self, quotes: Dict[str, Any]):
    method sync_historical_data (line 348) | async def sync_historical_data(self, days: int = 30, batch_size: int =...
    method _sync_historical_batch (line 413) | async def _sync_historical_batch(
    method _update_historical_data (line 452) | async def _update_historical_data(self, code: str, hist_data, period: ...
    method _get_last_sync_date (line 493) | async def _get_last_sync_date(self, symbol: str = None) -> str:
    method check_service_status (line 528) | async def check_service_status(self) -> Dict[str, Any]:
  function run_baostock_basic_info_sync (line 566) | async def run_baostock_basic_info_sync():
  function run_baostock_daily_quotes_sync (line 577) | async def run_baostock_daily_quotes_sync():
  function run_baostock_historical_sync (line 588) | async def run_baostock_historical_sync():
  function run_baostock_status_check (line 599) | async def run_baostock_status_check():

FILE: app/worker/example_sdk_sync_service.py
  class ExampleSDKSyncService (line 23) | class ExampleSDKSyncService:
    method __init__ (line 40) | def __init__(self):
    method sync_all_data (line 58) | async def sync_all_data(self):
    method sync_basic_info (line 95) | async def sync_basic_info(self):
    method sync_realtime_quotes (line 126) | async def sync_realtime_quotes(self):
    method sync_financial_data (line 159) | async def sync_financial_data(self):
    method _process_basic_info_batch (line 190) | async def _process_basic_info_batch(self, batch: List[Dict[str, Any]]):
    method _process_quotes_batch (line 211) | async def _process_quotes_batch(self, batch: List[str]):
    method _process_financial_data (line 234) | async def _process_financial_data(self, code: str):
    method _record_sync_status (line 268) | async def _record_sync_status(self, status: str, start_time: datetime,...
    method _log_sync_stats (line 293) | def _log_sync_stats(self):
    method sync_incremental (line 304) | async def sync_incremental(self):
  function run_full_sync (line 329) | async def run_full_sync():
  function run_incremental_sync (line 335) | async def run_incremental_sync():
  function main (line 343) | async def main():

FILE: app/worker/financial_data_sync_service.py
  class FinancialSyncStats (line 22) | class FinancialSyncStats:
    method to_dict (line 33) | def to_dict(self) -> Dict[str, Any]:
  class FinancialDataSyncService (line 48) | class FinancialDataSyncService:
    method __init__ (line 51) | def __init__(self):
    method initialize (line 56) | async def initialize(self):
    method sync_financial_data (line 75) | async def sync_financial_data(
    method _sync_source_financial_data (line 143) | async def _sync_source_financial_data(
    method _sync_symbol_financial_data (line 215) | async def _sync_symbol_financial_data(
    method _get_stock_symbols (line 248) | async def _get_stock_symbols(self) -> List[str]:
    method get_sync_statistics (line 271) | async def get_sync_statistics(self) -> Dict[str, Any]:
    method sync_single_stock (line 283) | async def sync_single_stock(
  function get_financial_sync_service (line 329) | async def get_financial_sync_service() -> FinancialDataSyncService:

FILE: app/worker/hk_data_service.py
  class HKDataService (line 36) | class HKDataService:
    method __init__ (line 39) | def __init__(self):
    method initialize (line 53) | async def initialize(self):
    method get_stock_info (line 57) | async def get_stock_info(
    method _get_cached_info (line 117) | async def _get_cached_info(self, code: str, source: str) -> Optional[D...
    method _save_to_cache (line 134) | async def _save_to_cache(self, stock_info: Dict[str, Any]) -> bool:
    method _normalize_stock_info (line 148) | def _normalize_stock_info(self, stock_info: Dict, source: str) -> Dict:
  function get_hk_data_service (line 186) | async def get_hk_data_service() -> HKDataService:

FILE: app/worker/hk_sync_service.py
  class HKDataService (line 38) | class HKDataService:
    method __init__ (line 41) | def __init__(self):
    method initialize (line 60) | async def initialize(self):
    method _get_hk_stock_list_from_akshare (line 64) | def _get_hk_stock_list_from_akshare(self) -> List[str]:
    method _get_fallback_stock_list (line 110) | def _get_fallback_stock_list(self) -> List[str]:
    method sync_basic_info_from_source (line 140) | async def sync_basic_info_from_source(
    method _sync_basic_info_from_akshare_batch (line 235) | async def _sync_basic_info_from_akshare_batch(self, force_update: bool...
    method _normalize_stock_info (line 342) | def _normalize_stock_info(self, stock_info: Dict, source: str) -> Dict:
    method sync_quotes_from_source (line 376) | async def sync_quotes_from_source(
  function get_hk_sync_service (line 466) | async def get_hk_sync_service() -> HKSyncService:
  function run_hk_yfinance_basic_info_sync (line 477) | async def run_hk_yfinance_basic_info_sync(force_update: bool = False):
  function run_hk_akshare_basic_info_sync (line 489) | async def run_hk_akshare_basic_info_sync(force_update: bool = False):
  function run_hk_yfinance_quotes_sync (line 501) | async def run_hk_yfinance_quotes_sync():
  function run_hk_status_check (line 513) | async def run_hk_status_check():

FILE: app/worker/multi_period_sync_service.py
  class MultiPeriodSyncStats (line 21) | class MultiPeriodSyncStats:
    method __post_init__ (line 31) | def __post_init__(self):
  class MultiPeriodSyncService (line 36) | class MultiPeriodSyncService:
    method __init__ (line 39) | def __init__(self):
    method initialize (line 45) | async def initialize(self):
    method sync_multi_period_data (line 66) | async def sync_multi_period_data(
    method _sync_period_data (line 143) | async def _sync_period_data(
    method _sync_batch_period_data (line 194) | async def _sync_batch_period_data(
    method _get_all_symbols (line 245) | async def _get_all_symbols(self) -> List[str]:
    method _get_full_history_date_range (line 263) | async def _get_full_history_date_range(self) -> tuple[str, str]:
    method get_sync_statistics (line 288) | async def get_sync_statistics(self) -> Dict[str, Any]:
  function get_multi_period_sync_service (line 340) | async def get_multi_period_sync_service() -> MultiPeriodSyncService:
  function run_multi_period_sync (line 350) | async def run_multi_period_sync(periods: List[str] = None):
  function run_daily_sync (line 362) | async def run_daily_sync():
  function run_weekly_sync (line 367) | async def run_weekly_sync():
  function run_monthly_sync (line 372) | async def run_monthly_sync():

FILE: app/worker/news_data_sync_service.py
  class NewsSyncStats (line 20) | class NewsSyncStats:
    method duration_seconds (line 31) | def duration_seconds(self) -> float:
    method success_rate (line 38) | def success_rate(self) -> float:
  class NewsDataSyncService (line 45) | class NewsDataSyncService:
    method __init__ (line 48) | def __init__(self):
    method _get_news_service (line 55) | async def _get_news_service(self):
    method _get_tushare_provider (line 61) | async def _get_tushare_provider(self):
    method _get_tushare_provider (line 68) | async def _get_tushare_provider(self):
    method _get_akshare_provider (line 76) | async def _get_akshare_provider(self):
    method _get_realtime_aggregator (line 83) | async def _get_realtime_aggregator(self):
    method sync_stock_news (line 89) | async def sync_stock_news(
    method _sync_tushare_news (line 183) | async def _sync_tushare_news(
    method _sync_akshare_news (line 228) | async def _sync_akshare_news(
    method _sync_realtime_news (line 260) | async def _sync_realtime_news(
    method _standardize_tushare_news (line 291) | def _standardize_tushare_news(self, news: Dict[str, Any], symbol: str)...
    method _standardize_akshare_news (line 313) | def _standardize_akshare_news(self, news: Dict[str, Any], symbol: str)...
    method _standardize_realtime_news (line 335) | def _standardize_realtime_news(self, news_item, symbol: str) -> Option...
    method _classify_news_category (line 357) | def _classify_news_category(self, title: str) -> str:
    method _analyze_sentiment (line 372) | def _analyze_sentiment(self, text: str) -> str:
    method _assess_importance (line 389) | def _assess_importance(self, title: str) -> str:
    method _extract_keywords (line 403) | def _extract_keywords(self, text: str) -> List[str]:
    method _deduplicate_news (line 419) | def _deduplicate_news(self, news_list: List[Dict[str, Any]]) -> List[D...
    method sync_market_news (line 433) | async def sync_market_news(
  function get_news_data_sync_service (line 512) | async def get_news_data_sync_service() -> NewsDataSyncService:

FILE: app/worker/tushare_init_service.py
  class InitializationStats (line 18) | class InitializationStats:
    method __post_init__ (line 34) | def __post_init__(self):
  class TushareInitService (line 39) | class TushareInitService:
    method __init__ (line 52) | def __init__(self):
    method initialize (line 57) | async def initialize(self):
    method run_full_initialization (line 63) | async def run_full_initialization(
    method _step_check_database_status (line 174) | async def _step_check_database_status(self, skip_if_exists: bool):
    method _step_initialize_basic_info (line 194) | async def _step_initialize_basic_info(self):
    method _step_initialize_historical_data (line 210) | async def _step_initialize_historical_data(self, historical_days: int):
    method _step_initialize_weekly_data (line 241) | async def _step_initialize_weekly_data(self, historical_days: int):
    method _step_initialize_monthly_data (line 277) | async def _step_initialize_monthly_data(self, historical_days: int):
    method _step_initialize_financial_data (line 313) | async def _step_initialize_financial_data(self):
    method _step_initialize_quotes (line 331) | async def _step_initialize_quotes(self):
    method _step_initialize_news_data (line 349) | async def _step_initialize_news_data(self, historical_days: int):
    method _step_verify_data_integrity (line 373) | async def _step_verify_data_integrity(self):
    method _get_initialization_summary (line 402) | def _get_initialization_summary(self) -> Dict[str, Any]:
  function get_tushare_init_service (line 434) | async def get_tushare_init_service() -> TushareInitService:
  function run_tushare_full_initialization (line 444) | async def run_tushare_full_initialization(

FILE: app/worker/tushare_sync_service.py
  function get_utc8_now (line 25) | def get_utc8_now():
  class TushareSyncService (line 35) | class TushareSyncService:
    method __init__ (line 41) | def __init__(self):
    method initialize (line 59) | async def initialize(self):
    method sync_stock_basic_info (line 75) | async def sync_stock_basic_info(self, force_update: bool = False, job_...
    method _process_basic_info_batch (line 160) | async def _process_basic_info_batch(self, batch: List[Dict[str, Any]],...
    method sync_realtime_quotes (line 228) | async def sync_realtime_quotes(self, symbols: List[str] = None, force:...
    method _process_quotes_batch (line 420) | async def _process_quotes_batch(self, batch: List[str]) -> Dict[str, A...
    method _is_rate_limit_error (line 466) | def _is_rate_limit_error(self, error_msg: str) -> bool:
    method _is_trading_time (line 479) | def _is_trading_time(self) -> bool:
    method _get_and_save_quotes (line 517) | async def _get_and_save_quotes(self, symbol: str) -> bool:
    method sync_historical_data (line 543) | async def sync_historical_data(
    method _save_historical_data (line 759) | async def _save_historical_data(self, symbol: str, df, period: str = "...
    method _get_last_sync_date (line 780) | async def _get_last_sync_date(self, symbol: str = None) -> str:
    method sync_financial_data (line 838) | async def sync_financial_data(self, symbols: List[str] = None, limit: ...
    method _save_financial_data (line 949) | async def _save_financial_data(self, symbol: str, financial_data: Dict...
    method _is_data_fresh (line 975) | def _is_data_fresh(self, updated_at: datetime, hours: int = 24) -> bool:
    method get_sync_status (line 983) | async def get_sync_status(self) -> Dict[str, Any]:
    method sync_news_data (line 1021) | async def sync_news_data(
    method _process_news_batch (line 1121) | async def _process_news_batch(
    method _should_stop (line 1177) | async def _should_stop(self, job_id: str) -> bool:
    method _update_progress (line 1203) | async def _update_progress(self, job_id: str, progress: int, message: ...
  function get_tushare_sync_service (line 1267) | async def get_tushare_sync_service() -> TushareSyncService:
  function run_tushare_basic_info_sync (line 1277) | async def run_tushare_basic_info_sync(force_update: bool = False):
  function run_tushare_quotes_sync (line 1289) | async def run_tushare_quotes_sync(force: bool = False):
  function run_tushare_historical_sync (line 1306) | async def run_tushare_historical_sync(incremental: bool = True):
  function run_tushare_financial_sync (line 1322) | async def run_tushare_financial_sync():
  function run_tushare_status_check (line 1334) | async def run_tushare_status_check():
  function run_tushare_news_sync (line 1346) | async def run_tushare_news_sync(hours_back: int = 24, max_news_per_stock...

FILE: app/worker/us_data_service.py
  class USDataService (line 35) | class USDataService:
    method __init__ (line 38) | def __init__(self):
    method initialize (line 52) | async def initialize(self):
    method get_stock_info (line 56) | async def get_stock_info(
    method _get_cached_info (line 116) | async def _get_cached_info(self, code: str, source: str) -> Optional[D...
    method _save_to_cache (line 133) | async def _save_to_cache(self, stock_info: Dict[str, Any]) -> bool:
    method _normalize_stock_info (line 147) | def _normalize_stock_info(self, stock_info: Dict, source: str) -> Dict:
  function get_us_data_service (line 185) | async def get_us_data_service() -> USDataService:

FILE: app/worker/us_sync_service.py
  class USSyncService (line 36) | class USSyncService:
    method __init__ (line 39) | def __init__(self):
    method initialize (line 54) | async def initialize(self):
    method _get_finnhub_client (line 58) | def _get_finnhub_client(self):
    method _get_us_stock_list_from_finnhub (line 78) | def _get_us_stock_list_from_finnhub(self) -> List[str]:
    method _get_fallback_stock_list (line 132) | def _get_fallback_stock_list(self) -> List[str]:
    method sync_basic_info_from_source (line 173) | async def sync_basic_info_from_source(
    method _normalize_stock_info (line 262) | def _normalize_stock_info(self, stock_info: Dict, source: str) -> Dict:
    method sync_quotes_from_source (line 296) | async def sync_quotes_from_source(
  function get_us_sync_service (line 389) | async def get_us_sync_service() -> USSyncService:
  function run_us_yfinance_basic_info_sync (line 400) | async def run_us_yfinance_basic_info_sync(force_update: bool = False):
  function run_us_yfinance_quotes_sync (line 412) | async def run_us_yfinance_quotes_sync():
  function run_us_status_check (line 424) | async def run_us_status_check():

FILE: cli/akshare_init.py
  function check_database_status (line 34) | async def check_database_status():
  function run_full_initialization (line 88) | async def run_full_initialization(
  function run_basic_sync_only (line 143) | async def run_basic_sync_only():
  function test_akshare_connection (line 165) | async def test_akshare_connection():
  function print_help_detail (line 199) | def print_help_detail():
  function main (line 259) | async def main():

FILE: cli/baostock_init.py
  function print_banner (line 33) | def print_banner():
  function print_stats (line 40) | def print_stats(stats):
  function test_connection (line 59) | async def test_connection():
  function check_database_status (line 79) | async def check_database_status():
  function run_full_initialization (line 103) | async def run_full_initialization(historical_days: int = 365, force: boo...
  function run_basic_initialization (line 124) | async def run_basic_initialization():
  function print_help_detail (line 145) | def print_help_detail():
  function main (line 200) | async def main():

FILE: cli/main.py
  function setup_cli_logging (line 57) | def setup_cli_logging():
  class CLIUserInterface (line 92) | class CLIUserInterface:
    method __init__ (line 95) | def __init__(self):
    method show_user_message (line 99) | def show_user_message(self, message: str, style: str = ""):
    method show_progress (line 106) | def show_progress(self, message: str):
    method show_success (line 112) | def show_success(self, message: str):
    method show_error (line 117) | def show_error(self, message: str):
    method show_warning (line 122) | def show_warning(self, message: str):
    method show_step_header (line 127) | def show_step_header(self, step_num: int, title: str):
    method show_data_info (line 132) | def show_data_info(self, data_type: str, symbol: str, details: str = ""):
  class MessageBuffer (line 152) | class MessageBuffer:
    method __init__ (line 153) | def __init__(self, max_length=DEFAULT_MESSAGE_BUFFER_SIZE):
    method add_message (line 188) | def add_message(self, message_type, content):
    method add_tool_call (line 192) | def add_tool_call(self, tool_name, args):
    method update_agent_status (line 196) | def update_agent_status(self, agent, status):
    method update_report_section (line 201) | def update_report_section(self, section_name, content):
    method _update_current_report (line 206) | def _update_current_report(self):
    method _update_final_report (line 235) | def _update_final_report(self):
  function create_layout (line 287) | def create_layout():
  function update_display (line 307) | def update_display(layout, spinner_text=None):
  function get_user_selections (line 520) | def get_user_selections():
  function select_market (line 643) | def select_market():
  function get_ticker (line 694) | def get_ticker(market):
  function get_analysis_date (line 737) | def get_analysis_date():
  function display_complete_report (line 757) | def display_complete_report(final_state):
  function update_research_team_status (line 947) | def update_research_team_status(status):
  function extract_content_string (line 959) | def extract_content_string(content):
  function check_api_keys (line 989) | def check_api_keys(llm_provider: str) -> bool:
  function run_analysis (line 1028) | def run_analysis():
  function analyze (line 1611) | def analyze():
  function config (line 1623) | def config():
  function version (line 1732) | def version():
  function data_config (line 1777) | def data_config(
  function examples (line 1874) | def examples():
  function test (line 1929) | def test():
  function help_chinese (line 1961) | def help_chinese():
  function main (line 2022) | def main():

FILE: cli/models.py
  class AnalystType (line 10) | class AnalystType(str, Enum):

FILE: cli/tushare_init.py
  function print_banner (line 21) | def print_banner():
  function print_help (line 29) | def print_help():
  function check_database_status (line 82) | async def check_database_status():
  function run_basic_initialization (line 135) | async def run_basic_initialization():
  function run_full_initialization (line 158) | async def run_full_initialization(historical_days: int, force: bool, mul...
  function main (line 209) | async def main():

FILE: cli/utils.py
  function get_ticker (line 20) | def get_ticker() -> str:
  function get_analysis_date (line 40) | def get_analysis_date() -> str:
  function select_analysts (line 73) | def select_analysts(ticker: str = None) -> List[AnalystType]:
  function select_research_depth (line 113) | def select_research_depth() -> int:
  function select_shallow_thinking_agent (line 145) | def select_shallow_thinking_agent(provider) -> str:
  function select_deep_thinking_agent (line 239) | def select_deep_thinking_agent(provider) -> str:
  function select_llm_provider (line 336) | def select_llm_provider() -> tuple[str, str]:

FILE: docs/LLM_ADAPTER_TEMPLATE.py
  class ChatProviderTemplate (line 17) | class ChatProviderTemplate(OpenAICompatibleBase):
    method __init__ (line 20) | def __init__(

FILE: examples/batch_analysis.py
  function batch_stock_analysis (line 28) | def batch_stock_analysis():
  function generate_summary_report (line 98) | def generate_summary_report(results, llm):
  function format_results_for_summary (line 158) | def format_results_for_summary(results):

FILE: examples/cli_demo.py
  function run_command (line 16) | def run_command(command, description):
  function main (line 40) | def main():

FILE: examples/config_management_demo.py
  function demo_model_management (line 22) | def demo_model_management():
  function demo_cost_calculation (line 44) | def demo_cost_calculation():
  function demo_usage_tracking (line 68) | def demo_usage_tracking():
  function demo_usage_statistics (line 125) | def demo_usage_statistics():
  function demo_cost_estimation (line 148) | def demo_cost_estimation():
  function demo_settings_management (line 204) | def demo_settings_management():
  function main (line 222) | def main():

FILE: examples/crawlers/internal_message_crawler.py
  class InternalMessageCrawler (line 33) | class InternalMessageCrawler:
    method __init__ (line 36) | def __init__(self, source_type: str):
    method __aenter__ (line 45) | async def __aenter__(self):
    method __aexit__ (line 53) | async def __aexit__(self, exc_type, exc_val, exc_tb):
    method clean_content (line 58) | def clean_content(self, text: str) -> str:
    method extract_keywords (line 70) | def extract_keywords(self, text: str) -> List[str]:
    method analyze_sentiment (line 89) | def analyze_sentiment(self, text: str) -> tuple:
    method extract_risk_factors (line 110) | def extract_risk_factors(self, text: str) -> List[str]:
    method extract_opportunities (line 126) | def extract_opportunities(self, text: str) -> List[str]:
  class ResearchReportCrawler (line 143) | class ResearchReportCrawler(InternalMessageCrawler):
    method __init__ (line 146) | def __init__(self):
    method crawl_research_reports (line 150) | async def crawl_research_reports(self, symbol: str, limit: int = 10) -...
    method _simulate_research_api (line 172) | async def _simulate_research_api(self, symbol: str, limit: int) -> Lis...
    method _generate_report_title (line 207) | def _generate_report_title(self, symbol: str, report_type: str) -> str:
    method _generate_report_content (line 217) | def _generate_report_content(self, symbol: str, report_type: str) -> str:
    method _generate_report_summary (line 237) | def _generate_report_summary(self, symbol: str, report_type: str) -> str:
    method _generate_report_tags (line 247) | def _generate_report_tags(self, report_type: str) -> List[str]:
    method _standardize_research_report (line 257) | async def _standardize_research_report(self, raw_report: Dict[str, Any...
  class AnalystNoteCrawler (line 319) | class AnalystNoteCrawler(InternalMessageCrawler):
    method __init__ (line 322) | def __init__(self):
    method crawl_analyst_notes (line 326) | async def crawl_analyst_notes(self, symbol: str, limit: int = 20) -> L...
    method _simulate_analyst_api (line 348) | async def _simulate_analyst_api(self, symbol: str, limit: int) -> List...
    method _generate_note_title (line 378) | def _generate_note_title(self, symbol: str, note_type: str) -> str:
    method _generate_note_content (line 388) | def _generate_note_content(self, symbol: str, note_type: str) -> str:
    method _generate_note_tags (line 398) | def _generate_note_tags(self, note_type: str) -> List[str]:
    method _standardize_analyst_note (line 408) | async def _standardize_analyst_note(self, raw_note: Dict[str, Any], sy...
    method _map_category (line 471) | def _map_category(self, note_type: str) -> str:
  function crawl_and_save_internal_messages (line 482) | async def crawl_and_save_internal_messages(symbols: List[str], message_t...
  function main (line 542) | async def main():

FILE: examples/crawlers/message_crawler_scheduler.py
  class MessageCrawlerScheduler (line 39) | class MessageCrawlerScheduler:
    method __init__ (line 42) | def __init__(self, config_file: str = None):
    method _load_config (line 47) | def _load_config(self) -> Dict[str, Any]:
    method run_social_media_crawl (line 108) | async def run_social_media_crawl(self) -> Dict[str, Any]:
    method run_internal_message_crawl (line 143) | async def run_internal_message_crawl(self) -> Dict[str, Any]:
    method run_full_crawl (line 178) | async def run_full_crawl(self) -> Dict[str, Any]:
    method _save_run_log (line 235) | async def _save_run_log(self, summary: Dict[str, Any]):
    method get_crawl_statistics (line 268) | async def get_crawl_statistics(self) -> Dict[str, Any]:
    method print_config (line 315) | def print_config(self):
  function main (line 325) | async def main():

FILE: examples/crawlers/social_media_crawler.py
  class SocialMediaCrawler (line 33) | class SocialMediaCrawler:
    method __init__ (line 36) | def __init__(self, platform: str):
    method __aenter__ (line 44) | async def __aenter__(self):
    method __aexit__ (line 52) | async def __aexit__(self, exc_type, exc_val, exc_tb):
    method clean_content (line 57) | def clean_content(self, text: str) -> str:
    method extract_hashtags (line 71) | def extract_hashtags(self, text: str) -> List[str]:
    method extract_mentions (line 76) | def extract_mentions(self, text: str) -> List[str]:
    method analyze_sentiment (line 81) | def analyze_sentiment(self, text: str) -> tuple:
    method extract_keywords (line 102) | def extract_keywords(self, text: str) -> List[str]:
    method assess_importance (line 119) | def assess_importance(self, engagement: Dict[str, Any], author_influen...
    method assess_credibility (line 134) | def assess_credibility(self, author: Dict[str, Any], content: str) -> ...
  class WeiboCrawler (line 160) | class WeiboCrawler(SocialMediaCrawler):
    method __init__ (line 163) | def __init__(self):
    method crawl_stock_messages (line 167) | async def crawl_stock_messages(self, symbol: str, limit: int = 50) -> ...
    method _simulate_weibo_api (line 189) | async def _simulate_weibo_api(self, symbol: str, limit: int) -> List[D...
    method _generate_mock_weibo_text (line 217) | def _generate_mock_weibo_text(self, symbol: str, index: int) -> str:
    method _standardize_weibo_message (line 229) | async def _standardize_weibo_message(self, raw_msg: Dict[str, Any], sy...
  class DouyinCrawler (line 307) | class DouyinCrawler(SocialMediaCrawler):
    method __init__ (line 310) | def __init__(self):
    method crawl_stock_messages (line 313) | async def crawl_stock_messages(self, symbol: str, limit: int = 30) -> ...
    method _simulate_douyin_api (line 335) | async def _simulate_douyin_api(self, symbol: str, limit: int) -> List[...
    method _generate_mock_douyin_text (line 366) | def _generate_mock_douyin_text(self, symbol: str, index: int) -> str:
    method _standardize_douyin_message (line 378) | async def _standardize_douyin_message(self, raw_msg: Dict[str, Any], s...
  function crawl_and_save_social_media (line 456) | async def crawl_and_save_social_media(symbols: List[str], platforms: Lis...
  function main (line 516) | async def main():

FILE: examples/custom_analysis_demo.py
  function analyze_stock_custom (line 26) | def analyze_stock_custom(symbol, analysis_focus="comprehensive"):
  function interactive_analysis (line 151) | def interactive_analysis():
  function batch_analysis_demo (line 218) | def batch_analysis_demo():
  function main (line 251) | def main():

FILE: examples/dashscope_examples/demo_dashscope.py
  function main (line 26) | def main():

FILE: examples/dashscope_examples/demo_dashscope_chinese.py
  function analyze_stock_with_chinese_output (line 26) | def analyze_stock_with_chinese_output(stock_symbol="AAPL", analysis_date...
  function compare_models_chinese (line 150) | def compare_models_chinese():
  function main (line 176) | def main():

FILE: examples/dashscope_examples/demo_dashscope_no_memory.py
  function main (line 26) | def main():

FILE: examples/dashscope_examples/demo_dashscope_simple.py
  function test_simple_llm (line 24) | def test_simple_llm():
  function test_multiple_models (line 91) | def test_multiple_models():
  function main (line 120) | def main():

FILE: examples/data_dir_config_demo.py
  function show_current_config (line 27) | def show_current_config():
  function demo_set_custom_data_dir (line 72) | def demo_set_custom_data_dir():
  function demo_config_integration (line 102) | def demo_config_integration():
  function demo_environment_variable_override (line 120) | def demo_environment_variable_override():
  function demo_directory_auto_creation (line 138) | def demo_directory_auto_creation():
  function show_configuration_guide (line 170) | def show_configuration_guide():
  function main (line 213) | def main():

FILE: examples/demo_deepseek_analysis.py
  function check_deepseek_config (line 23) | def check_deepseek_config():
  function demo_simple_chat (line 46) | def demo_simple_chat():
  function demo_reasoning_analysis (line 79) | def demo_reasoning_analysis():
  function demo_stock_analysis_with_tools (line 122) | def demo_stock_analysis_with_tools():
  function demo_trading_system (line 202) | def demo_trading_system():
  function main (line 240) | def main():

FILE: examples/demo_deepseek_simple.py
  class SimpleDeepSeekAdapter (line 13) | class SimpleDeepSeekAdapter:
    method __init__ (line 16) | def __init__(self):
    method chat (line 26) | def chat(self, message: str) -> str:
  function demo_simple_chat (line 36) | def demo_simple_chat():
  function demo_stock_analysis (line 63) | def demo_stock_analysis():
  function main (line 100) | def main():

FILE: examples/demo_news_filtering.py
  function demo_basic_filtering (line 13) | def demo_basic_filtering():
  function demo_real_news_filtering (line 58) | def demo_real_news_filtering():
  function demo_enhanced_filtering (line 106) | def demo_enhanced_filtering():
  function demo_integrated_filtering (line 152) | def demo_integrated_filtering():
  function main (line 189) | def main():

FILE: examples/enhanced_history_demo.py
  function demo_load_analysis_results (line 17) | def demo_load_analysis_results():
  function demo_text_similarity (line 49) | def demo_text_similarity():
  function demo_report_content_extraction (line 91) | def demo_report_content_extraction():
  function demo_stock_grouping (line 148) | def demo_stock_grouping():
  function create_demo_data (line 203) | def create_demo_data():
  function main (line 238) | def main():

FILE: examples/my_stock_analysis.py
  function analyze_my_stock (line 26) | def analyze_my_stock():

FILE: examples/run_message_crawlers.py
  function run_social_media_crawler_example (line 23) | async def run_social_media_crawler_example():
  function run_internal_message_crawler_example (line 45) | async def run_internal_message_crawler_example():
  function run_scheduler_example (line 67) | async def run_scheduler_example():
  function query_saved_messages (line 88) | async def query_saved_messages():
  function main (line 144) | async def main():

FILE: examples/simple_analysis_demo.py
  function quick_analysis_demo (line 19) | def quick_analysis_demo():
  function show_analysis_workflow (line 99) | def show_analysis_workflow():
  function show_model_comparison (line 161) | def show_model_comparison():
  function main (line 196) | def main():

FILE: examples/stock_data_model_usage.py
  function demo_basic_info (line 22) | async def demo_basic_info():
  function demo_market_quotes (line 52) | async def demo_market_quotes():
  function demo_stock_list (line 82) | async def demo_stock_list():
  function demo_data_update (line 122) | async def demo_data_update():
  function demo_data_validation (line 180) | async def demo_data_validation():
  function main (line 239) | async def main():

FILE: examples/stock_list_example.py
  function demo_stock_list_fetcher (line 17) | def demo_stock_list_fetcher():
  function show_usage_examples (line 75) | def show_usage_examples():

FILE: examples/stock_query_examples.py
  function demo_service_status (line 34) | def demo_service_status():
  function demo_single_stock_query (line 60) | def demo_single_stock_query():
  function demo_stock_search (line 103) | def demo_stock_search():
  function demo_market_overview (line 130) | def demo_market_overview():
  function demo_stock_data_query (line 160) | def demo_stock_data_query():
  function demo_fallback_mechanism (line 187) | def demo_fallback_mechanism():
  function main (line 215) | def main():

FILE: examples/test_enhanced_data_integration.py
  function test_enhanced_data_adapter (line 21) | def test_enhanced_data_adapter():
  function test_optimized_china_data_provider (line 76) | def test_optimized_china_data_provider():
  function test_cache_mode_comparison (line 111) | def test_cache_mode_comparison():
  function main (line 153) | def main():

FILE: examples/test_installation.py
  class InstallationTester (line 17) | class InstallationTester:
    method __init__ (line 20) | def __init__(self):
    method test_python_version (line 24) | def test_python_version(self) -> bool:
    method test_virtual_environment (line 36) | def test_virtual_environment(self) -> bool:
    method test_core_modules (line 52) | def test_core_modules(self) -> bool:
    method test_dependencies (line 75) | def test_dependencies(self) -> bool:
    method test_config_files (line 103) | def test_config_files(self) -> bool:
    method test_environment_variables (line 127) | def test_environment_variables(self) -> bool:
    method test_web_application (line 169) | def test_web_application(self) -> bool:
    method test_data_directories (line 190) | def test_data_directories(self) -> bool:
    method run_all_tests (line 214) | def run_all_tests(self) -> Dict[str, bool]:
    method print_summary (line 244) | def print_summary(self, test_results: Dict[str, bool]):
  function main (line 280) | def main():

FILE: examples/test_news_timeout.py
  function test_news_for_stock (line 23) | def test_news_for_stock(ticker):
  function main (line 52) | def main():

FILE: examples/token_tracking_demo.py
  function print_separator (line 35) | def print_separator(title=""):
  function display_config_status (line 43) | def display_config_status():
  function display_current_statistics (line 72) | def display_current_statistics():
  function demo_basic_usage (line 96) | def demo_basic_usage():
  function demo_cost_estimation (line 153) | def demo_cost_estimation():
  function demo_mongodb_features (line 178) | def demo_mongodb_features():
  function display_pricing_info (line 222) | def display_pricing_info():
  function main (line 243) | def main():

FILE: examples/tushare_demo.py
  function demo_basic_usage (line 20) | def demo_basic_usage():
  function demo_interface_functions (line 79) | def demo_interface_functions():
  function demo_batch_operations (line 129) | def demo_batch_operations():
  function demo_cache_performance (line 173) | def demo_cache_performance():
  function check_environment (line 232) | def check_environment():
  function main (line 266) | def main():

FILE: examples/tushare_unified_demo.py
  function test_tushare_provider (line 25) | async def test_tushare_provider():
  function test_tushare_sync_service (line 133) | async def test_tushare_sync_service():
  function performance_test (line 151) | async def performance_test():
  function main (line 192) | async def main():

FILE: frontend/env.d.ts
  type ImportMetaEnv (line 9) | interface ImportMetaEnv {
  type ImportMeta (line 15) | interface ImportMeta {

FILE: frontend/src/api/analysis.ts
  type AnalysisRequest (line 9) | interface AnalysisRequest {
  type SingleAnalysisRequest (line 23) | interface SingleAnalysisRequest {
  type AnalysisProgress (line 40) | interface AnalysisProgress {
  type AnalysisStep (line 52) | interface AnalysisStep {
  type AnalysisResult (line 63) | interface AnalysisResult {
  type AnalysisHistory (line 111) | interface AnalysisHistory {
  method startAnalysis (line 121) | startAnalysis(analysisRequest: AnalysisRequest): Promise<{ analysis_id: ...
  method startSingleAnalysis (line 126) | startSingleAnalysis(analysisRequest: SingleAnalysisRequest): Promise<Api...
  method getTaskStatus (line 131) | getTaskStatus(taskId: string): Promise<ApiResponse<any>> {
  method getProgress (line 136) | getProgress(analysisId: string): Promise<AnalysisProgress> {
  method getResult (line 141) | getResult(analysisId: string): Promise<AnalysisResult> {
  method stopAnalysis (line 146) | stopAnalysis(analysisId: string): Promise<{ message: string }> {
  method getHistory (line 151) | getHistory(params?: {
  method deleteAnalysis (line 165) | deleteAnalysis(analysisId: string): Promise<{ message: string }> {
  method exportAnalysis (line 170) | exportAnalysis(analysisId: string, format: 'pdf' | 'excel' | 'json' = 'p...
  method startBatchAnalysis (line 178) | startBatchAnalysis(batchRequest: {
  method getBatch (line 189) | getBatch(batchId: string): Promise<any> {
  method getTaskDetails (line 194) | getTaskDetails(taskId: string): Promise<any> {
  method getTaskList (line 199) | getTaskList(params?: { status?: string; limit?: number; offset?: number ...
  method getTaskResult (line 204) | getTaskResult(taskId: string): Promise<any>{
  method markTaskAsFailed (line 209) | markTaskAsFailed(taskId: string): Promise<{ success: boolean; message: s...
  method deleteTask (line 214) | deleteTask(taskId: string): Promise<{ success: boolean; message: string ...
  method shareAnalysis (line 219) | shareAnalysis(analysisId: string, options: {
  method getStockInfo (line 228) | getStockInfo(symbol: string, market: string): Promise<{
  method searchStocks (line 247) | searchStocks(query: string, market?: string): Promise<Array<{
  method getPopularStocks (line 259) | getPopularStocks(market?: string, limit: number = 10): Promise<Array<{
  method getAnalysisStats (line 274) | getAnalysisStats(params?: {
  constant MARKET_TYPES (line 304) | const MARKET_TYPES = {
  constant ANALYSIS_TYPES (line 310) | const ANALYSIS_TYPES = {
  constant DATA_SOURCES (line 324) | const DATA_SOURCES = {
  constant ANALYSIS_STATUS (line 350) | const ANALYSIS_STATUS = {
  constant STEP_STATUS (line 358) | const STEP_STATUS = {

FILE: frontend/src/api/cache.ts
  type CacheStats (line 9) | interface CacheStats {
  type CacheDetailItem (line 21) | interface CacheDetailItem {
  type CacheDetailsResponse (line 33) | interface CacheDetailsResponse {
  type CacheBackendInfo (line 43) | interface CacheBackendInfo {
  function getCacheStats (line 54) | function getCacheStats() {
  function cleanupOldCache (line 65) | function cleanupOldCache(days: number) {
  function clearAllCache (line 76) | function clearAllCache() {
  function getCacheDetails (line 88) | function getCacheDetails(page: number = 1, pageSize: number = 20) {
  function getCacheBackendInfo (line 99) | function getCacheBackendInfo() {

FILE: frontend/src/api/config.ts
  type LLMProvider (line 10) | interface LLMProvider {
  type LLMConfig (line 34) | interface LLMConfig {
  type DataSourceConfig (line 67) | interface DataSourceConfig {
  type MarketCategory (line 88) | interface MarketCategory {
  type DataSourceGrouping (line 100) | interface DataSourceGrouping {
  type DatabaseConfig (line 109) | interface DatabaseConfig {
  type SystemConfig (line 124) | interface SystemConfig {
  type ConfigTestRequest (line 139) | interface ConfigTestRequest {
  type ConfigTestResponse (line 144) | interface ConfigTestResponse {
  type SettingMeta (line 152) | interface SettingMeta {
  method getSystemConfig (line 163) | getSystemConfig(): Promise<SystemConfig> {
  method getLLMProviders (line 170) | getLLMProviders(): Promise<LLMProvider[]> {
  method addLLMProvider (line 175) | addLLMProvider(provider: Partial<LLMProvider>): Promise<{ message: strin...
  method updateLLMProvider (line 180) | updateLLMProvider(id: string, provider: Partial<LLMProvider>): Promise<{...
  method deleteLLMProvider (line 185) | deleteLLMProvider(id: string): Promise<{ message: string }> {
  method toggleLLMProvider (line 190) | toggleLLMProvider(id: string, isActive: boolean): Promise<{ message: str...
  method migrateEnvToProviders (line 195) | migrateEnvToProviders(): Promise<{ message: string; data: any }> {
  method initAggregatorProviders (line 200) | initAggregatorProviders(): Promise<{ success: boolean; message: string; ...
  method testProviderAPI (line 205) | testProviderAPI(providerId: string): Promise<{ success: boolean; message...
  method getAvailableModels (line 210) | getAvailableModels(): Promise<Array<{
  method getModelCatalog (line 221) | getModelCatalog(): Promise<Array<{
  method getProviderModelCatalog (line 242) | getProviderModelCatalog(provider: string): Promise<{
  method saveModelCatalog (line 263) | saveModelCatalog(catalog: {
  method deleteModelCatalog (line 272) | deleteModelCatalog(provider: string): Promise<{ success: boolean; messag...
  method initModelCatalog (line 277) | initModelCatalog(): Promise<{ success: boolean; message: string }> {
  method fetchProviderModels (line 282) | fetchProviderModels(provider: string): Promise<{
  method getLLMConfigs (line 297) | getLLMConfigs(): Promise<LLMConfig[]> {
  method updateLLMConfig (line 302) | updateLLMConfig(config: Partial<LLMConfig>): Promise<{ message: string; ...
  method deleteLLMConfig (line 307) | deleteLLMConfig(provider: string, modelName: string): Promise<{ message:...
  method setDefaultLLM (line 312) | setDefaultLLM(name: string): Promise<{ message: string; default_llm: str...
  method getDataSourceConfigs (line 317) | getDataSourceConfigs(): Promise<DataSourceConfig[]> {
  method addDataSourceConfig (line 322) | addDataSourceConfig(config: Partial<DataSourceConfig>): Promise<{ messag...
  method setDefaultDataSource (line 327) | setDefaultDataSource(name: string): Promise<{ message: string; default_d...
  method updateDataSourceConfig (line 332) | updateDataSourceConfig(name: string, config: Partial<DataSourceConfig>):...
  method deleteDataSourceConfig (line 337) | deleteDataSourceConfig(name: string): Promise<{ message: string }> {
  method getMarketCategories (line 342) | getMarketCategories(): Promise<MarketCategory[]> {
  method addMarketCategory (line 346) | addMarketCategory(category: Partial<MarketCategory>): Promise<{ message:...
  method updateMarketCategory (line 350) | updateMarketCategory(id: string, category: Partial<MarketCategory>): Pro...
  method deleteMarketCategory (line 354) | deleteMarketCategory(id: string): Promise<{ message: string }> {
  method getDataSourceGroupings (line 359) | getDataSourceGroupings(): Promise<DataSourceGrouping[]> {
  method addDataSourceToCategory (line 363) | addDataSourceToCategory(dataSourceName: string, categoryId: string, prio...
  method removeDataSourceFromCategory (line 372) | removeDataSourceFromCategory(dataSourceName: string, categoryId: string)...
  method updateDataSourceGrouping (line 376) | updateDataSourceGrouping(dataSourceName: string, categoryId: string, upd...
  method updateCategoryDataSourceOrder (line 381) | updateCategoryDataSourceOrder(categoryId: string, orderedDataSources: Ar...
  method getSystemSettingsMeta (line 388) | getSystemSettingsMeta(): Promise<{ items: SettingMeta[] }> {
  method getDatabaseConfigs (line 396) | getDatabaseConfigs(): Promise<DatabaseConfig[]> {
  method getDatabaseConfig (line 401) | getDatabaseConfig(dbName: string): Promise<DatabaseConfig> {
  method addDatabaseConfig (line 406) | addDatabaseConfig(config: Partial<DatabaseConfig>): Promise<{ success: b...
  method updateDatabaseConfig (line 411) | updateDatabaseConfig(dbName: string, config: Partial<DatabaseConfig>): P...
  method deleteDatabaseConfig (line 416) | deleteDatabaseConfig(dbName: string): Promise<{ success: boolean; messag...
  method testDatabaseConfig (line 421) | testDatabaseConfig(dbName: string): Promise<ConfigTestResponse> {
  method getSystemSettings (line 426) | getSystemSettings(): Promise<Record<string, any>> {
  method getDefaultModels (line 431) | getDefaultModels(): Promise<{ quick_analysis_model: string; deep_analysi...
  method updateSystemSettings (line 439) | updateSystemSettings(settings: Record<string, any>): Promise<{ message: ...
  method testConfig (line 444) | testConfig(testRequest: ConfigTestRequest): Promise<ConfigTestResponse> {
  method exportConfig (line 449) | exportConfig(): Promise<{ message: string; data: any; exported_at: strin...
  method importConfig (line 454) | importConfig(configData: Record<string, any>): Promise<{ message: string...
  method migrateLegacyConfig (line 459) | migrateLegacyConfig(): Promise<{ message: string }> {
  method reloadConfig (line 464) | reloadConfig(): Promise<{ success: boolean; message: string; data?: any ...
  constant CONFIG_PROVIDERS (line 470) | const CONFIG_PROVIDERS = {
  constant DATA_SOURCE_TYPES (line 484) | const DATA_SOURCE_TYPES = {
  constant DATABASE_TYPES (line 509) | const DATABASE_TYPES = {
  constant DEFAULT_LLM_CONFIG (line 517) | const DEFAULT_LLM_CONFIG: Partial<LLMConfig> = {
  constant DEFAULT_DATA_SOURCE_CONFIG (line 525) | const DEFAULT_DATA_SOURCE_CONFIG: Partial<DataSourceConfig> = {
  constant DEFAULT_MARKET_CATEGORIES (line 535) | const DEFAULT_MARKET_CATEGORIES: Partial<MarketCategory>[] = [
  constant DEFAULT_DATABASE_CONFIG (line 578) | const DEFAULT_DATABASE_CONFIG: Partial<DatabaseConfig> = {

FILE: frontend/src/api/database.ts
  type DatabaseStatus (line 8) | interface DatabaseStatus {
  type DatabaseStats (line 37) | interface DatabaseStats {
  type BackupInfo (line 52) | interface BackupInfo {
  type ConnectionTestResult (line 63) | interface ConnectionTestResult {
  method getStatus (line 82) | async getStatus(): Promise<DatabaseStatus> {
  method getStats (line 88) | async getStats(): Promise<DatabaseStats> {
  method testConnections (line 94) | testConnections(): Promise<{ success: boolean; message: string; data: Co...
  method createBackup (line 99) | createBackup(data: {
  method getBackups (line 107) | getBackups(): Promise<{ success: boolean; data: BackupInfo[] }> {
  method deleteBackup (line 112) | deleteBackup(backupId: string): Promise<{ success: boolean; message: str...
  method importData (line 117) | importData(
  method exportData (line 152) | exportData(options: {
  method cleanupOldData (line 163) | cleanupOldData(days: number = 30): Promise<{
  method cleanupAnalysisResults (line 176) | cleanupAnalysisResults(days: number = 30): Promise<{
  method cleanupOperationLogs (line 189) | cleanupOperationLogs(days: number = 90): Promise<{

FILE: frontend/src/api/favorites.ts
  type FavoriteItem (line 3) | interface FavoriteItem {
  type AddFavoriteReq (line 20) | interface AddFavoriteReq {

FILE: frontend/src/api/logs.ts
  type LogFileInfo (line 7) | interface LogFileInfo {
  type LogContentResponse (line 16) | interface LogContentResponse {
  type LogStatistics (line 29) | interface LogStatistics {
  type LogReadRequest (line 37) | interface LogReadRequest {
  type LogExportRequest (line 46) | interface LogExportRequest {
  method listLogFiles (line 58) | listLogFiles(): Promise<LogFileInfo[]> {
  method readLogFile (line 65) | readLogFile(request: LogReadRequest): Promise<LogContentResponse> {
  method exportLogs (line 72) | async exportLogs(request: LogExportRequest): Promise<Blob> {
  method getStatistics (line 82) | getStatistics(days: number = 7): Promise<LogStatistics> {
  method deleteLogFile (line 89) | deleteLogFile(filename: string): Promise<{ success: boolean; message: st...

FILE: frontend/src/api/modelCapabilities.ts
  type ModelCapabilityInfo (line 10) | interface ModelCapabilityInfo {
  type ModelRecommendationResponse (line 27) | interface ModelRecommendationResponse {
  type ModelValidationResponse (line 38) | interface ModelValidationResponse {
  type BadgeStyle (line 47) | interface BadgeStyle {
  type AllBadges (line 56) | interface AllBadges {
  type DepthRequirement (line 65) | interface DepthRequirement {
  function getDefaultModelConfigs (line 76) | function getDefaultModelConfigs() {
  function getDepthRequirements (line 86) | function getDepthRequirements() {
  function getCapabilityDescriptions (line 96) | function getCapabilityDescriptions() {
  function getAllBadges (line 106) | function getAllBadges() {
  function recommendModels (line 117) | function recommendModels(researchDepth: string) {
  function validateModels (line 133) | function validateModels(quickModel: string, deepModel: string, researchD...
  function batchInitCapabilities (line 149) | function batchInitCapabilities(overwrite: boolean = false) {
  function getModelCapability (line 163) | function getModelCapability(modelName: string) {

FILE: frontend/src/api/multiMarket.ts
  type Market (line 7) | interface Market {
  type StockInfo (line 16) | interface StockInfo {
  type StockQuote (line 33) | interface StockQuote {
  type DailyQuote (line 48) | interface DailyQuote {
  function getSupportedMarkets (line 61) | function getSupportedMarkets() {
  function searchStocks (line 71) | function searchStocks(market: string, query: string, limit: number = 20) {
  function getStockInfo (line 82) | function getStockInfo(market: string, code: string, source?: string) {
  function getStockQuote (line 93) | function getStockQuote(market: string, code: string) {
  function getStockDailyQuotes (line 103) | function getStockDailyQuotes(

FILE: frontend/src/api/news.ts
  type NewsItem (line 6) | interface NewsItem {
  type LatestNewsResponse (line 24) | interface LatestNewsResponse {
  type NewsQueryResponse (line 35) | interface NewsQueryResponse {
  type NewsSyncResponse (line 45) | interface NewsSyncResponse {
  method getLatestNews (line 63) | async getLatestNews(symbol?: string, limit: number = 10, hours_back: num...
  method queryStockNews (line 77) | async queryStockNews(symbol: string, hours_back: number = 24, limit: num...
  method syncMarketNews (line 89) | async syncMarketNews(hours_back: number = 24, max_news_per_source: numbe...

FILE: frontend/src/api/notifications.ts
  type NotificationItem (line 3) | interface NotificationItem {
  type NotificationListResponse (line 14) | interface NotificationListResponse {
  method getUnreadCount (line 22) | async getUnreadCount(): Promise<{ success: boolean; data: { count: numbe...
  method getList (line 31) | async getList(params?: { status?: 'unread' | 'all'; page?: number; page_...
  method markRead (line 45) | async markRead(id: string): Promise<{ success: boolean }> {
  method markAllRead (line 53) | async markAllRead(): Promise<{ success: boolean }> {

FILE: frontend/src/api/operationLogs.ts
  type OperationLog (line 8) | interface OperationLog {
  type OperationLogQuery (line 26) | interface OperationLogQuery {
  type OperationLogListResponse (line 37) | interface OperationLogListResponse {
  type OperationLogStats (line 50) | interface OperationLogStats {
  type OperationLogStatsResponse (line 63) | interface OperationLogStatsResponse {
  type CreateOperationLogRequest (line 70) | interface CreateOperationLogRequest {
  type ClearLogsRequest (line 81) | interface ClearLogsRequest {
  type ClearLogsResponse (line 87) | interface ClearLogsResponse {
  class OperationLogsApi (line 97) | class OperationLogsApi {
    method getOperationLogs (line 101) | static getOperationLogs(params: OperationLogQuery = {}): Promise<Opera...
    method getOperationLogStats (line 119) | static getOperationLogStats(days: number = 30): Promise<OperationLogSt...
    method getOperationLogDetail (line 126) | static getOperationLogDetail(logId: string): Promise<{
    method createOperationLog (line 137) | static createOperationLog(data: CreateOperationLogRequest): Promise<{
    method clearOperationLogs (line 148) | static clearOperationLogs(data: ClearLogsRequest = {}): Promise<ClearL...
    method exportOperationLogsCSV (line 155) | static exportOperationLogsCSV(params: {

FILE: frontend/src/api/paper.ts
  type CurrencyAmount (line 3) | interface CurrencyAmount {
  type PaperAccountSummary (line 9) | interface PaperAccountSummary {
  type PaperPositionItem (line 17) | interface PaperPositionItem {
  type PaperOrderItem (line 26) | interface PaperOrderItem {
  type GetAccountResponse (line 38) | interface GetAccountResponse {
  type PlaceOrderPayload (line 43) | interface PlaceOrderPayload {
  method getAccount (line 51) | async getAccount() {
  method placeOrder (line 54) | async placeOrder(data: PlaceOrderPayload) {
  method getPositions (line 57) | async getPositions() {
  method getOrders (line 60) | async getOrders(limit = 50) {
  method resetAccount (line 63) | async resetAccount() {

FILE: frontend/src/api/request.ts
  type ApiResponse (line 9) | interface ApiResponse<T = any> {
  type RequestConfig (line 19) | interface RequestConfig extends AxiosRequestConfig {
  constant MESSAGE_THROTTLE_TIME (line 31) | const MESSAGE_THROTTLE_TIME = 3000 // 3秒内相同消息不重复显示
  class ApiClient (line 492) | class ApiClient {
    method get (line 494) | static async get<T = any>(
    method post (line 504) | static async post<T = any>(
    method put (line 514) | static async put<T = any>(
    method delete (line 524) | static async delete<T = any>(
    method patch (line 533) | static async patch<T = any>(
    method upload (line 543) | static async upload<T = any>(
    method download (line 568) | static async download(

FILE: frontend/src/api/scheduler.ts
  type Job (line 7) | interface Job {
  type JobHistory (line 22) | interface JobHistory {
  type JobExecution (line 30) | interface JobExecution {
  type JobExecutionStats (line 51) | interface JobExecutionStats {
  type SchedulerStats (line 64) | interface SchedulerStats {
  type SchedulerHealth (line 72) | interface SchedulerHealth {
  function getJobs (line 82) | function getJobs() {
  function getJobDetail (line 89) | function getJobDetail(jobId: string) {
  function pauseJob (line 96) | function pauseJob(jobId: string) {
  function resumeJob (line 103) | function resumeJob(jobId: string) {
  function triggerJob (line 110) | function triggerJob(jobId: string, force: boolean = true) {
  function getJobHistory (line 117) | function getJobHistory(jobId: string, params?: { limit?: number; offset?...
  function getAllHistory (line 129) | function getAllHistory(params?: {
  function getSchedulerStats (line 146) | function getSchedulerStats() {
  function getSchedulerHealth (line 153) | function getSchedulerHealth() {
  function updateJobMetadata (line 160) | function updateJobMetadata(
  function getJobExecutions (line 170) | function getJobExecutions(params?: {
  function getSingleJobExecutions (line 188) | function getSingleJobExecutions(
  function getJobExecutionStats (line 208) | function getJobExecutionStats(jobId: string) {
  function cancelExecution (line 215) | function cancelExecution(executionId: string) {
  function markExecutionFailed (line 222) | function markExecutionFailed(executionId: string, reason?: string) {
  function deleteExecution (line 231) | function deleteExecution(executionId: string) {

FILE: frontend/src/api/screening.ts
  type ScreeningOrderBy (line 3) | interface ScreeningOrderBy { field: string; direction: 'asc' | 'desc' }
  type ScreeningRunReq (line 4) | interface ScreeningRunReq {
  type ScreeningRunItem (line 14) | interface ScreeningRunItem {
  type ScreeningRunResp (line 29) | interface ScreeningRunResp { total: number; items: ScreeningRunItem[] }
  type FieldInfo (line 32) | interface FieldInfo {
  type FieldConfigResponse (line 41) | interface FieldConfigResponse {
  type IndustryOption (line 47) | interface IndustryOption {
  type IndustriesResponse (line 53) | interface IndustriesResponse {

FILE: frontend/src/api/stockSync.ts
  type SingleStockSyncRequest (line 7) | interface SingleStockSyncRequest {
  type BatchStockSyncRequest (line 17) | interface BatchStockSyncRequest {
  type SyncResult (line 26) | interface SyncResult {
  type SingleStockSyncResponse (line 33) | interface SingleStockSyncResponse {
  type BatchStockSyncResponse (line 41) | interface BatchStockSyncResponse {
  type StockSyncStatus (line 64) | interface StockSyncStatus {
  method syncSingle (line 82) | syncSingle(request: SingleStockSyncRequest) {
  method syncBatch (line 91) | syncBatch(request: BatchStockSyncRequest) {
  method getStatus (line 100) | getStatus(symbol: string) {

FILE: frontend/src/api/stocks.ts
  type QuoteResponse (line 3) | interface QuoteResponse {
  type FundamentalsResponse (line 19) | interface FundamentalsResponse {
  type KlineBar (line 45) | interface KlineBar {
  type KlineResponse (line 55) | interface KlineResponse {
  type NewsItem (line 65) | interface NewsItem {
  type NewsResponse (line 73) | interface NewsResponse {
  method getQuote (line 88) | async getQuote(symbol: string) {
  method getFundamentals (line 96) | async getFundamentals(symbol: string) {
  method getKline (line 107) | async getKline(symbol: string, period: KlineResponse['period'] = 'day', ...
  method getNews (line 118) | async getNews(symbol: string, days = 30, limit = 50, includeAnnouncement...

FILE: frontend/src/api/sync.ts
  type DataSourceStatus (line 7) | interface DataSourceStatus {
  type SyncStatus (line 16) | interface SyncStatus {
  type SyncRequest (line 32) | interface SyncRequest {
  type ApiResponse (line 38) | interface ApiResponse<T = any> {
  type BaseTestResult (line 45) | interface BaseTestResult {
  type DataSourceTestResult (line 53) | interface DataSourceTestResult {
  type SyncRecommendations (line 62) | interface SyncRecommendations {

FILE: frontend/src/api/tags.ts
  type TagItem (line 4) | interface TagItem {
  type CreateTagDto (line 13) | interface CreateTagDto {
  type UpdateTagDto (line 19) | interface UpdateTagDto {
  method list (line 26) | async list(): Promise<ApiResponse<TagItem[]>> {
  method create (line 29) | async create(payload: CreateTagDto): Promise<ApiResponse<TagItem>> {
  method update (line 32) | async update(id: string, payload: UpdateTagDto): Promise<ApiResponse<{ i...
  method remove (line 35) | async remove(id: string): Promise<ApiResponse<{ id: string }>> {

FILE: frontend/src/api/templates.ts
  type TemplateItem (line 3) | interface TemplateItem {
  type CreateTemplatePayload (line 13) | interface CreateTemplatePayload {
  type UpdateTemplatePayload (line 20) | interface UpdateTemplatePayload extends Partial<CreateTemplatePayload> {}
  method list (line 23) | list(params?: Record<string, any>) {
  method get (line 27) | get(id: string) {
  method create (line 31) | create(payload: CreateTemplatePayload) {
  method update (line 35) | update(id: string, payload: UpdateTemplatePayload) {
  method remove (line 39) | remove(id: string) {
  method listAgentTemplates (line 43) | listAgentTemplates(params?: Record<string, any>) {

FILE: frontend/src/api/usage.ts
  type UsageRecord (line 8) | interface UsageRecord {
  type UsageStatistics (line 21) | interface UsageStatistics {
  function getUsageRecords (line 35) | function getUsageRecords(params?: {
  function getUsageStatistics (line 51) | function getUsageStatistics(params?: {
  function getCostByProvider (line 65) | function getCostByProvider(days: number = 7) {
  function getCostByModel (line 76) | function getCostByModel(days: number = 7) {
  function getDailyCost (line 87) | function getDailyCost(days: number = 7) {
  function deleteOldRecords (line 98) | function deleteOldRecords(days: number = 90) {

FILE: frontend/src/components/index.ts
  function setupGlobalComponents (line 6) | function setupGlobalComponents(app: App) {

FILE: frontend/src/constants/analysts.ts
  type Analyst (line 5) | interface Analyst {
  constant ANALYSTS (line 13) | const ANALYSTS: Analyst[] = [
  constant ANALYST_NAMES (line 41) | const ANALYST_NAMES = ANALYSTS.map(analyst => analyst.name)
  constant DEFAULT_ANALYSTS (line 44) | const DEFAULT_ANALYSTS = ['市场分析师', '基本面分析师']
  constant ANALYST_NAME_TO_ID_MAP (line 62) | const ANALYST_NAME_TO_ID_MAP: Record<string, string> = {
  constant MODEL_TO_PROVIDER_MAP (line 83) | const MODEL_TO_PROVIDER_MAP: Record<string, string> = {

FILE: frontend/src/router/index.ts
  method scrollBehavior (line 401) | scrollBehavior(to, from, savedPosition) {

FILE: frontend/src/stores/app.ts
  type AppState (line 5) | interface AppState {
  method isDarkTheme (line 76) | isDarkTheme(): boolean {
  method actualSidebarWidth (line 84) | actualSidebarWidth(): number {
  method currentPageTitle (line 89) | currentPageTitle(): string {
  method appInfo (line 94) | appInfo(): Record<string, any> {
  method setLoading (line 107) | setLoading(loading: boolean, progress = 0) {
  method setLoadingProgress (line 113) | setLoadingProgress(progress: number) {
  method toggleTheme (line 118) | toggleTheme() {
  method setTheme (line 126) | setTheme(theme: 'light' | 'dark' | 'auto') {
  method applyTheme (line 134) | applyTheme() {
  method setLanguage (line 146) | setLanguage(language: 'zh-CN' | 'en-US') {
  method toggleSidebar (line 154) | toggleSidebar() {
  method setSidebarCollapsed (line 159) | setSidebarCollapsed(collapsed: boolean) {
  method setSidebarWidth (line 166) | setSidebarWidth(width: number) {
  method setCurrentRoute (line 173) | setCurrentRoute(route: RouteLocationNormalized) {
  method updatePreferences (line 178) | updatePreferences(preferences: Partial<AppState['preferences']>) {
  method resetPreferences (line 185) | resetPreferences() {
  method setOnlineStatus (line 196) | setOnlineStatus(isOnline: boolean) {
  method setApiConnected (line 201) | setApiConnected(connected: boolean) {
  method checkApiConnection (line 207) | async checkApiConnection() {
  method fetchApiVersion (line 234) | async fetchApiVersion() {
  method resetAppState (line 265) | resetAppState() {

FILE: frontend/src/stores/auth.ts
  type AuthState (line 6) | interface AuthState {
  method userAvatar (line 71) | userAvatar(): string | undefined {
  method userDisplayName (line 76) | userDisplayName(): string {
  method isAdmin (line 81) | isAdmin(): boolean {
  method hasPermission (line 86) | hasPermission(): (permission: string) => boolean {
  method hasRole (line 93) | hasRole(): (role: string) => boolean {
  method userStats (line 100) | userStats(): Record<string, number> {
  method setAuthInfo (line 113) | setAuthInfo(token: string, refreshToken?: string, user?: User) {
  method clearAuthInfo (line 146) | clearAuthInfo() {
  method redirectToLogin (line 164) | redirectToLogin() {
  method setAuthHeader (line 177) | setAuthHeader(token: string | null) {
  method login (line 183) | async login(loginForm: LoginForm) {
  method register (line 228) | async register(registerForm: RegisterForm) {
  method logout (line 247) | async logout() {
  method refreshAccessToken (line 264) | async refreshAccessToken() {
  method fetchUserInfo (line 316) | async fetchUserInfo() {
  method fetchUserPermissions (line 341) | async fetchUserPermissions() {
  method updateUserInfo (line 348) | async updateUserInfo(userInfo: Partial<User>) {
  method syncUserPreferencesToAppStore (line 372) | syncUserPreferencesToAppStore() {
  method changePassword (line 410) | async changePassword(oldPassword: string, newPassword: string) {
  method setRedirectPath (line 432) | setRedirectPath(path: string) {
  method getAndClearRedirectPath (line 437) | getAndClearRedirectPath(): string {
  method checkAuthStatus (line 444) | async checkAuthStatus() {

FILE: frontend/src/stores/notifications.ts
  function refreshUnreadCount (line 24) | async function refreshUnreadCount() {
  function loadList (line 33) | async function loadList(status: 'unread' | 'all' = 'all') {
  function markRead (line 45) | async function markRead(id: string) {
  function markAllRead (line 52) | async function markAllRead() {
  function addNotification (line 58) | function addNotification(n: Omit<NotificationItem, 'id' | 'status' | 'cr...
  function connectWebSocket (line 76) | function connectWebSocket() {
  function handleWebSocketMessage (line 148) | function handleWebSocketMessage(message: any) {
  function disconnectWebSocket (line 182) | function disconnectWebSocket() {
  function connect (line 198) | function connect() {
  function disconnect (line 204) | function disconnect() {
  function setDrawerVisible (line 209) | function setDrawerVisible(v: boolean) {

FILE: frontend/src/types/analysis.ts
  type AnalysisStatus (line 2) | enum AnalysisStatus {
  type BatchStatus (line 11) | enum BatchStatus {
  type AnalysisParameters (line 21) | interface AnalysisParameters {
  type AnalysisResult (line 32) | interface AnalysisResult {
  type AnalysisTask (line 47) | interface AnalysisTask {
  type AnalysisBatch (line 76) | interface AnalysisBatch {
  type StockInfo (line 104) | interface StockInfo {
  type SingleAnalysisRequest (line 146) | interface SingleAnalysisRequest {
  type BatchAnalysisRequest (line 153) | interface BatchAnalysisRequest {
  type AnalysisTaskResponse (line 162) | interface AnalysisTaskResponse {
  type AnalysisBatchResponse (line 177) | interface AnalysisBatchResponse {
  type AnalysisHistoryQuery (line 193) | interface AnalysisHistoryQuery {
  type AnalysisHistoryResponse (line 205) | interface AnalysisHistoryResponse {
  type TaskProgress (line 215) | interface TaskProgress {
  type BatchProgress (line 224) | interface BatchProgress {
  type AnalysisStats (line 235) | interface AnalysisStats {
  type QueueStatus (line 247) | interface QueueStatus {
  type UserQueueStatus (line 256) | interface UserQueueStatus {
  type AnalysisReport (line 264) | interface AnalysisReport {

FILE: frontend/src/types/auth.ts
  type User (line 2) | interface User {
  type UserPreferences (line 28) | interface UserPreferences {
  type LoginForm (line 52) | interface LoginForm {
  type RegisterForm (line 60) | interface RegisterForm {
  type ChangePasswordForm (line 71) | interface ChangePasswordForm {
  type ResetPasswordForm (line 78) | interface ResetPasswordForm {
  type UserPermissions (line 84) | interface UserPermissions {
  type LoginResponse (line 90) | interface LoginResponse {
  type RefreshTokenResponse (line 99) | interface RefreshTokenResponse {
  type UserSession (line 106) | interface UserSession {
  type UserStats (line 117) | interface UserStats {
  type UserActivity (line 129) | interface UserActivity {
  type UserConfigUpdate (line 141) | interface UserConfigUpdate {
  type CaptchaInfo (line 148) | interface CaptchaInfo {
  type InvitationCode (line 155) | interface InvitationCode {

FILE: frontend/src/types/config.ts
  type LLMProvider (line 4) | interface LLMProvider {
  type LLMConfig

[
  {
    "path": ".dockerignore",
    "chars": 1643,
    "preview": "# TradingAgents-CN Docker构建忽略文件\n# 用于减小Docker镜像大小和加快构建速度\n#\n# 注意：此文件同时用于后端和前端镜像构建\n# 前端构建需要保留 frontend/ 目录下的源代码和配置文件\n\n# Git"
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    "preview": "---\nname: 🐛 Bug报告 / Bug Report\nabout: 报告一个问题帮助我们改进 / Report a bug to help us improve\ntitle: '[BUG] '\nlabels: ['bug', 'ne"
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  {
    "path": ".github/ISSUE_TEMPLATE/config.yml",
    "chars": 956,
    "preview": "blank_issues_enabled: false\ncontact_links:\n  - name: 📖 项目文档 / Project Documentation\n    url: https://github.com/hsliupin"
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  {
    "path": ".github/ISSUE_TEMPLATE/documentation.md",
    "chars": 3197,
    "preview": "---\nname: 📚 文档改进 / Documentation Improvement\nabout: 报告文档问题或建议改进 / Report documentation issues or suggest improvements\nti"
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  {
    "path": ".github/ISSUE_TEMPLATE/feature_request.md",
    "chars": 2361,
    "preview": "---\nname: ✨ 功能请求 / Feature Request\nabout: 建议一个新功能或改进 / Suggest a new feature or improvement\ntitle: '[FEATURE] '\nlabels: "
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  {
    "path": ".github/ISSUE_TEMPLATE/question.md",
    "chars": 2598,
    "preview": "---\nname: ❓ 问题咨询 / Question\nabout: 使用问题或技术咨询 / Usage questions or technical consultation\ntitle: '[QUESTION] '\nlabels: ['"
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  {
    "path": ".github/pull_request_template.md",
    "chars": 2989,
    "preview": "# Pull Request 模板\n\n## 📋 PR 类型\n请标记此 PR 的类型：\n\n- [ ] 🌟 新功能 (feature)\n- [ ] 🐛 Bug 修复 (bugfix)\n- [ ] 🧹 代码重构 (refactor)\n- [ ] "
  },
  {
    "path": ".github/workflows/docker-publish.yml",
    "chars": 4266,
    "preview": "name: Docker Publish to Docker Hub\n\non:\n  push:\n    tags:\n      - 'v*'\n  workflow_dispatch:\n\njobs:\n  build-and-push:\n   "
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  {
    "path": ".github/workflows/upstream-sync-check.yml",
    "chars": 7662,
    "preview": "name: 上游同步检查\n\non:\n  schedule:\n    # 每周一上午9点检查上游更新\n    - cron: '0 9 * * 1'\n  workflow_dispatch:\n    # 允许手动触发\n    inputs:\n"
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    "path": ".python-version",
    "chars": 5,
    "preview": "3.10\n"
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    "path": ".streamlit/config.toml",
    "chars": 485,
    "preview": "[server]\n# 服务器配置\nport = 8501\naddress = \"0.0.0.0\"  # Docker环境需要监听所有接口\nheadless = true      # Docker环境无头模式\nenableCORS = fa"
  },
  {
    "path": "ACKNOWLEDGMENTS.md",
    "chars": 3794,
    "preview": "# 致敬与感谢 | Acknowledgments\n\n## 🌟 向源项目开发者致以最崇高的敬意\n\n### [Tauric Research](https://github.com/TauricResearch) 团队\n\n我们向 **Taur"
  },
  {
    "path": "COMMERCIAL_LICENSE_TEMPLATE.md",
    "chars": 1907,
    "preview": "# TradingAgents-CN 商业许可证模板\n# TradingAgents-CN Commercial License Template\n\n## 商业软件许可协议\n## Commercial Software License Ag"
  },
  {
    "path": "CONTRIBUTORS.md",
    "chars": 3674,
    "preview": "# 🤝 贡献者名单\n\n感谢所有为TradingAgents-CN项目做出贡献的开发者和用户！\n\n## 🌟 贡献者分类\n\n### 🐳 Docker容器化功能\n\n- **[@breeze303](https://github.com/breez"
  },
  {
    "path": "COPYRIGHT.md",
    "chars": 2524,
    "preview": "# TradingAgents-CN 版权信息\n# TradingAgents-CN Copyright Information\n\n## 📋 版权声明 / Copyright Notice\n\n### 专有组件 / Proprietary C"
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  {
    "path": "Dockerfile.backend",
    "chars": 2709,
    "preview": "# Backend Dockerfile for FastAPI service (TradingAgents-CN v1.0.0-preview)\n# 前后端分离架构 - 后端服务\n# 支持多架构: amd64, arm64\n\n# 使用 "
  },
  {
    "path": "Dockerfile.frontend",
    "chars": 1079,
    "preview": "# Frontend Dockerfile for Vue 3 + Vite app (TradingAgents-CN v1.0.0-preview)\n# 前后端分离架构 - 前端服务\n\n# 构建阶段：使用Node.js 22.x（与项目"
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  {
    "path": "LICENSE",
    "chars": 12399,
    "preview": "TradingAgents-CN - Mixed License Project\nTradingAgents-CN - 混合许可证项目\n\nThis project uses multiple licenses for different c"
  },
  {
    "path": "LICENSING.md",
    "chars": 1945,
    "preview": "# TradingAgents-CN 许可证说明\n\n## 📋 许可证概述\n\nTradingAgents-CN 项目采用**混合许可证策略**，不同组件使用不同的许可证：\n\n## 🔓 开源组件 (Apache License 2.0)\n\n以下"
  },
  {
    "path": "README.md",
    "chars": 9873,
    "preview": "# TradingAgents 中文增强版\n\n[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/l"
  },
  {
    "path": "VERSION",
    "chars": 14,
    "preview": "v1.0.0-preview"
  },
  {
    "path": "app/LICENSE",
    "chars": 2767,
    "preview": "TradingAgents-CN Web Application - Proprietary License\nTradingAgents-CN Web 应用程序 - 专有许可证\n\nCopyright (c) 2025 [hsliuping]"
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  {
    "path": "app/__init__.py",
    "chars": 39,
    "preview": "\"\"\"TradingAgents-CN Web API package.\"\"\""
  },
  {
    "path": "app/__main__.py",
    "chars": 6263,
    "preview": "\"\"\"\nTradingAgents-CN Backend Entry Point\n支持 python -m app 启动方式\n\"\"\"\n\nimport uvicorn\nimport sys\nimport os\nfrom pathlib imp"
  },
  {
    "path": "app/constants/model_capabilities.py",
    "chars": 17638,
    "preview": "\"\"\"\n模型能力分级系统\n\n定义模型的能力等级、适用角色、特性标签等元数据，\n用于智能匹配分析深度和模型选择。\n\n🆕 聚合渠道支持：\n- 支持 302.AI、OpenRouter、One API 等聚合渠道\n- 聚合渠道的模型名称格式：{p"
  },
  {
    "path": "app/core/__init__.py",
    "chars": 53,
    "preview": "\"\"\"\nCore module for TradingAgents FastAPI backend\n\"\"\""
  },
  {
    "path": "app/core/config.py",
    "chars": 12604,
    "preview": "from pydantic import Field\nfrom pydantic_settings import BaseSettings, SettingsConfigDict\nfrom typing import List\nimport"
  },
  {
    "path": "app/core/config_bridge.py",
    "chars": 26316,
    "preview": "\"\"\"\n配置桥接模块\n将统一配置系统的配置桥接到环境变量，供 TradingAgents 核心库使用\n\"\"\"\n\nimport os\nimport json\nimport logging\nfrom pathlib import Path\nfr"
  },
  {
    "path": "app/core/config_compat.py",
    "chars": 6981,
    "preview": "\"\"\"\n配置系统兼容层\n\n为旧的 tradingagents 库提供配置兼容接口，\n使其能够使用新的配置系统而无需修改代码。\n\n⚠️ 此模块仅用于向后兼容，新代码应直接使用 ConfigService\n\"\"\"\n\nimport os\nimpo"
  },
  {
    "path": "app/core/database.py",
    "chars": 13755,
    "preview": "\"\"\"\n数据库连接管理模块\n增强版本，支持连接池、健康检查和错误恢复\n\"\"\"\n\nimport logging\nimport asyncio\nfrom typing import Optional\nfrom motor.motor_async"
  },
  {
    "path": "app/core/dev_config.py",
    "chars": 3156,
    "preview": "\"\"\"\n开发环境配置\n优化开发体验，减少不必要的文件监控\n\"\"\"\n\nimport logging\nfrom typing import List, Optional\n\n\nclass DevConfig:\n    \"\"\"开发环境配置类\"\"\"\n"
  },
  {
    "path": "app/core/logging_config.py",
    "chars": 17484,
    "preview": "import logging\nimport logging.config\nimport sys\nfrom pathlib import Path\nimport os\nimport platform\n\nfrom app.core.loggin"
  },
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    "path": "app/core/logging_context.py",
    "chars": 579,
    "preview": "import logging\nimport contextvars\n\n# Shared contextvar for trace id across the whole process\ntrace_id_var: contextvars.C"
  },
  {
    "path": "app/core/rate_limiter.py",
    "chars": 6466,
    "preview": "\"\"\"\n速率限制器\n用于控制API调用频率，避免超过数据源的限流限制\n\"\"\"\nimport asyncio\nimport time\nimport logging\nfrom collections import deque\nfrom typi"
  },
  {
    "path": "app/core/redis_client.py",
    "chars": 5748,
    "preview": "\"\"\"\nRedis客户端配置和连接管理\n\"\"\"\n\nimport redis.asyncio as redis\nimport logging\nfrom typing import Optional\nfrom .config import se"
  },
  {
    "path": "app/core/response.py",
    "chars": 736,
    "preview": "\"\"\"\n统一API响应格式工具\n\"\"\"\nfrom datetime import datetime\nfrom typing import Any, Optional, Dict\nfrom app.utils.timezone import "
  },
  {
    "path": "app/core/startup_validator.py",
    "chars": 10198,
    "preview": "\"\"\"\n启动配置验证器\n\n验证系统启动所需的必需配置项，提供友好的错误提示。\n\"\"\"\n\nimport os\nimport logging\nfrom typing import List, Dict, Any, Optional\nfrom d"
  },
  {
    "path": "app/core/unified_config.py",
    "chars": 18516,
    "preview": "\"\"\"\n统一配置管理系统\n整合 config/、tradingagents/config/ 和 webapi 的配置管理\n\"\"\"\n\nimport json\nimport os\nfrom pathlib import Path\nfrom ty"
  },
  {
    "path": "app/main.py",
    "chars": 31739,
    "preview": "\"\"\"\nTradingAgents-CN v1.0.0-preview FastAPI Backend\n主应用程序入口\n\nCopyright (c) 2025 hsliuping. All rights reserved.\n版权所有 (c)"
  },
  {
    "path": "app/middleware/__init__.py",
    "chars": 14,
    "preview": "\"\"\"\n中间件模块\n\"\"\"\n"
  },
  {
    "path": "app/middleware/error_handler.py",
    "chars": 2575,
    "preview": "\"\"\"\n错误处理中间件\n\"\"\"\n\nfrom fastapi import Request, Response\nfrom fastapi.responses import JSONResponse\nfrom starlette.middlew"
  },
  {
    "path": "app/middleware/operation_log_middleware.py",
    "chars": 9204,
    "preview": "\"\"\"\n操作日志记录中间件\n自动记录用户的API操作日志\n\"\"\"\n\nimport time\nimport json\nimport logging\nfrom typing import Optional, Dict, Any\nfrom fas"
  },
  {
    "path": "app/middleware/rate_limit.py",
    "chars": 5454,
    "preview": "\"\"\"\n速率限制中间件\n防止API滥用，实现用户级和端点级速率限制\n\"\"\"\n\nfrom fastapi import Request, Response, HTTPException\nfrom starlette.middleware.ba"
  },
  {
    "path": "app/middleware/request_id.py",
    "chars": 2062,
    "preview": "\"\"\"\n请求ID/Trace-ID 中间件\n- 为每个请求生成唯一 ID（trace_id），写入 request.state 与响应头\n- 将 trace_id 写入 logging 的 contextvars，使所有日志自动带出\n\"\"\""
  },
  {
    "path": "app/models/__init__.py",
    "chars": 574,
    "preview": "\"\"\"\n数据模型模块\n\"\"\"\n\n# 导入股票数据模型\nfrom .stock_models import (\n    StockBasicInfoExtended,\n    MarketQuotesExtended,\n    MarketI"
  },
  {
    "path": "app/models/analysis.py",
    "chars": 7156,
    "preview": "\"\"\"\n分析相关数据模型\n\"\"\"\n\nfrom datetime import datetime\nfrom typing import Optional, List, Dict, Any\nfrom pydantic import BaseMo"
  },
  {
    "path": "app/models/config.py",
    "chars": 18000,
    "preview": "\"\"\"\n系统配置相关数据模型\n\"\"\"\n\nfrom datetime import datetime, timezone\nfrom app.utils.timezone import now_tz\nfrom typing import Opt"
  },
  {
    "path": "app/models/notification.py",
    "chars": 1922,
    "preview": "\"\"\"\n通知数据模型（MongoDB + Pydantic）\n\"\"\"\nfrom datetime import datetime\nfrom typing import Optional, Literal, List, Dict, Any\nf"
  },
  {
    "path": "app/models/operation_log.py",
    "chars": 4993,
    "preview": "\"\"\"\n操作日志数据模型\n\"\"\"\n\nfrom datetime import datetime\nfrom typing import Dict, Any, Optional, List\nfrom pydantic import BaseMo"
  },
  {
    "path": "app/models/screening.py",
    "chars": 12145,
    "preview": "\"\"\"\n股票筛选相关的数据模型\n\"\"\"\n\nfrom pydantic import BaseModel, Field\nfrom typing import Any, Dict, List, Optional, Union\nfrom enum"
  },
  {
    "path": "app/models/stock_models.py",
    "chars": 8225,
    "preview": "\"\"\"\n股票数据模型 - 基于现有集合扩展\n采用方案B: 在现有集合基础上扩展字段，保持向后兼容\n\"\"\"\nfrom datetime import datetime, date\nfrom typing import Optional, Di"
  },
  {
    "path": "app/models/user.py",
    "chars": 4868,
    "preview": "\"\"\"\n用户数据模型\n\"\"\"\n\nfrom datetime import datetime, timezone\nfrom app.utils.timezone import now_tz\nfrom typing import Optiona"
  },
  {
    "path": "app/routers/__init__.py",
    "chars": 43,
    "preview": "\"\"\"\nRouters package: expose API routers\n\"\"\""
  },
  {
    "path": "app/routers/akshare_init.py",
    "chars": 10687,
    "preview": "\"\"\"\nAKShare数据初始化API路由\n提供Web接口进行AKShare数据初始化和管理\n\"\"\"\nimport asyncio\nimport logging\nfrom datetime import datetime\nfrom typi"
  },
  {
    "path": "app/routers/analysis.py",
    "chars": 50002,
    "preview": "\"\"\"\n股票分析API路由\n增强版本，支持优先级、进度跟踪、任务管理等功能\n\"\"\"\n\nfrom fastapi import APIRouter, HTTPException, Depends, Query, BackgroundTasks"
  },
  {
    "path": "app/routers/auth_db.py",
    "chars": 15463,
    "preview": "\"\"\"\n基于数据库的认证路由 - 改进版\n替代原有的基于配置文件的认证机制\n\"\"\"\n\nimport time\nfrom typing import Optional\n\nfrom fastapi import APIRouter, Depen"
  },
  {
    "path": "app/routers/baostock_init.py",
    "chars": 9739,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nBaoStock初始化API路由\n提供BaoStock数据初始化的RESTful API接口\n\"\"\"\nimport asyncio\nimport logging\nfrom datetim"
  },
  {
    "path": "app/routers/cache.py",
    "chars": 5141,
    "preview": "\"\"\"\n缓存管理路由\n提供缓存统计、清理等功能\n\"\"\"\nfrom fastapi import APIRouter, HTTPException, Depends, Query\nfrom typing import Optional\nfro"
  },
  {
    "path": "app/routers/config.py",
    "chars": 79704,
    "preview": "\"\"\"\n配置管理API路由\n\"\"\"\n\nimport logging\nfrom typing import List, Dict, Any\nfrom fastapi import APIRouter, Depends, HTTPExcepti"
  },
  {
    "path": "app/routers/database.py",
    "chars": 9179,
    "preview": "\"\"\"\n数据库管理API路由\n\"\"\"\n\nimport logging\nimport json\nimport os\nfrom datetime import datetime\nfrom typing import Dict, Any, Lis"
  },
  {
    "path": "app/routers/favorites.py",
    "chars": 8969,
    "preview": "\"\"\"\n自选股管理API路由\n\"\"\"\n\nfrom typing import List, Optional\nfrom fastapi import APIRouter, Depends, HTTPException, status\nfrom"
  },
  {
    "path": "app/routers/financial_data.py",
    "chars": 8500,
    "preview": "#!/usr/bin/env python3\n\"\"\"\n财务数据API路由\n提供财务数据查询和同步管理接口\n\"\"\"\nimport logging\nfrom typing import Dict, Any, List, Optional\nfro"
  },
  {
    "path": "app/routers/health.py",
    "chars": 910,
    "preview": "from fastapi import APIRouter\nimport time\nfrom pathlib import Path\n\nrouter = APIRouter()\n\n\ndef get_version() -> str:\n   "
  },
  {
    "path": "app/routers/historical_data.py",
    "chars": 7313,
    "preview": "#!/usr/bin/env python3\n\"\"\"\n历史数据查询API\n提供统一的历史K线数据查询接口\n\"\"\"\nimport logging\nfrom datetime import datetime, date\nfrom typing "
  },
  {
    "path": "app/routers/internal_messages.py",
    "chars": 11139,
    "preview": "\"\"\"\n内部消息数据API路由\n提供内部消息的查询、搜索和管理接口\n\"\"\"\nfrom typing import Optional, List, Dict, Any\nfrom datetime import datetime, timede"
  },
  {
    "path": "app/routers/logs.py",
    "chars": 6404,
    "preview": "\"\"\"\n日志管理API路由\n提供日志查询、过滤和导出功能\n\"\"\"\n\nimport logging\nfrom typing import List, Optional\nfrom fastapi import APIRouter, Depend"
  },
  {
    "path": "app/routers/model_capabilities.py",
    "chars": 9453,
    "preview": "\"\"\"\n模型能力管理API路由\n\"\"\"\n\nfrom fastapi import APIRouter, HTTPException, Depends\nfrom typing import List, Dict, Any, Optional\n"
  },
  {
    "path": "app/routers/multi_market_stocks.py",
    "chars": 8819,
    "preview": "\"\"\"\n多市场股票API路由\n支持A股、港股、美股的统一查询接口\n\n功能：\n1. 跨市场股票信息查询\n2. 多数据源优先级查询\n3. 统一的响应格式\n\n路径前缀: /api/markets\n\"\"\"\nfrom typing import Op"
  },
  {
    "path": "app/routers/multi_period_sync.py",
    "chars": 12274,
    "preview": "#!/usr/bin/env python3\n\"\"\"\n多周期数据同步API\n提供日线、周线、月线数据的同步管理接口\n\"\"\"\nimport logging\nfrom datetime import datetime\nfrom typing i"
  },
  {
    "path": "app/routers/multi_source_sync.py",
    "chars": 16150,
    "preview": "\"\"\"\nMulti-source synchronization API routes\nProvides endpoints for multi-source stock data synchronization\n\"\"\"\nimport as"
  },
  {
    "path": "app/routers/news_data.py",
    "chars": 14883,
    "preview": "\"\"\"\n新闻数据API路由\n提供新闻数据查询、同步和管理接口\n\"\"\"\nfrom fastapi import APIRouter, HTTPException, BackgroundTasks, Depends, Query, status"
  },
  {
    "path": "app/routers/notifications.py",
    "chars": 3672,
    "preview": "\"\"\"\n通知 REST API\n\"\"\"\nimport logging\nfrom typing import Optional\nfrom fastapi import APIRouter, Depends, HTTPException, Qu"
  },
  {
    "path": "app/routers/operation_logs.py",
    "chars": 7986,
    "preview": "\"\"\"\n操作日志API路由\n\"\"\"\n\nimport logging\nfrom typing import Dict, Any\nfrom fastapi import APIRouter, Depends, HTTPException, st"
  },
  {
    "path": "app/routers/paper.py",
    "chars": 19489,
    "preview": "from fastapi import APIRouter, Depends, HTTPException, status, Query\nfrom pydantic import BaseModel, Field\nfrom typing i"
  },
  {
    "path": "app/routers/queue.py",
    "chars": 385,
    "preview": "from fastapi import APIRouter, Depends\nfrom app.routers.auth_db import get_current_user\nfrom app.services.queue_service "
  },
  {
    "path": "app/routers/reports.py",
    "chars": 19913,
    "preview": "\"\"\"\n分析报告管理API路由\n\"\"\"\nimport os\nimport json\nfrom datetime import datetime, timedelta\nfrom typing import List, Optional, Di"
  },
  {
    "path": "app/routers/scheduler.py",
    "chars": 14025,
    "preview": "#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\"\"\"\n定时任务管理路由\n提供定时任务的查询、暂停、恢复、手动触发等功能\n\"\"\"\n\nfrom fastapi import APIRouter, H"
  },
  {
    "path": "app/routers/screening.py",
    "chars": 12926,
    "preview": "\nimport logging\nfrom fastapi import APIRouter, HTTPException, Depends\nfrom pydantic import BaseModel, Field\nfrom typing "
  },
  {
    "path": "app/routers/social_media.py",
    "chars": 11037,
    "preview": "\"\"\"\n社媒消息数据API路由\n提供社媒消息的查询、搜索和统计接口\n\"\"\"\nfrom typing import Optional, List, Dict, Any\nfrom datetime import datetime, timede"
  },
  {
    "path": "app/routers/sse.py",
    "chars": 11239,
    "preview": "from fastapi import APIRouter, Depends, HTTPException\nfrom fastapi.responses import StreamingResponse\nimport asyncio\nimp"
  },
  {
    "path": "app/routers/stock_data.py",
    "chars": 9995,
    "preview": "\"\"\"\n股票数据API路由 - 基于扩展数据模型\n提供标准化的股票数据访问接口\n\"\"\"\nfrom typing import Optional, List\nfrom fastapi import APIRouter, Depends, HT"
  },
  {
    "path": "app/routers/stock_sync.py",
    "chars": 31149,
    "preview": "\"\"\"\n股票数据同步API路由\n支持单个股票或批量股票的历史数据和财务数据同步\n\"\"\"\n\nfrom typing import List, Optional\nfrom fastapi import APIRouter, Depends, H"
  },
  {
    "path": "app/routers/stocks.py",
    "chars": 25297,
    "preview": "\"\"\"\n股票详情相关API\n- 统一响应包: {success, data, message, timestamp}\n- 所有端点均需鉴权 (Bearer Token)\n- 路径前缀在 main.py 中挂载为 /api，当前路由自身前缀为"
  },
  {
    "path": "app/routers/sync.py",
    "chars": 954,
    "preview": "\"\"\"\nSync router for stock basics synchronization\n- POST /api/sync/stock_basics/run -> trigger full sync\n- GET  /api/sync"
  },
  {
    "path": "app/routers/system_config.py",
    "chars": 10996,
    "preview": "from fastapi import APIRouter, Depends, HTTPException, status\nfrom typing import Any, Dict\nimport re\nimport logging\n\nfro"
  },
  {
    "path": "app/routers/tags.py",
    "chars": 2963,
    "preview": "\"\"\"\n标签管理 API\n\"\"\"\nfrom typing import Optional, List\nfrom fastapi import APIRouter, Depends, HTTPException, status\nfrom py"
  },
  {
    "path": "app/routers/tushare_init.py",
    "chars": 9184,
    "preview": "\"\"\"\nTushare数据初始化API路由\n提供Web界面的数据初始化功能\n\"\"\"\nimport asyncio\nfrom datetime import datetime\nfrom typing import Dict, Any, Opt"
  },
  {
    "path": "app/routers/usage_statistics.py",
    "chars": 4836,
    "preview": "\"\"\"\n使用统计 API 路由\n\"\"\"\n\nimport logging\nfrom datetime import datetime\nfrom typing import Optional, List, Dict, Any\nfrom fast"
  },
  {
    "path": "app/routers/websocket_notifications.py",
    "chars": 9117,
    "preview": "\"\"\"\nWebSocket 通知系统\n替代 SSE + Redis PubSub，解决连接泄漏问题\n\"\"\"\nimport asyncio\nimport json\nimport logging\nfrom typing import Dict,"
  },
  {
    "path": "app/schemas/__init__.py",
    "chars": 56,
    "preview": "\"\"\"\nPydantic schemas for API request/response models\n\"\"\""
  },
  {
    "path": "app/scripts/init_providers.py",
    "chars": 4754,
    "preview": "#!/usr/bin/env python3\n\"\"\"\n初始化大模型厂家数据脚本\n\"\"\"\n\nimport asyncio\nimport sys\nimport os\nfrom datetime import datetime\n\n# 添加项目根目"
  },
  {
    "path": "app/services/__init__.py",
    "chars": 57,
    "preview": "\"\"\"\nService layer for business logic and integrations\n\"\"\""
  },
  {
    "path": "app/services/analysis/__init__.py",
    "chars": 172,
    "preview": "\"\"\"Analysis service subpackage.\n\nThis package contains utilities split out from the monolithic analysis_service.py\nwitho"
  },
  {
    "path": "app/services/analysis/status_update_utils.py",
    "chars": 3482,
    "preview": "\"\"\"Utilities for updating analysis task status.\n\nExtracted from AnalysisService to reduce file size and improve modulari"
  },
  {
    "path": "app/services/analysis_service.py",
    "chars": 39075,
    "preview": "\"\"\"\n股票分析服务\n将现有的TradingAgents分析功能包装成API服务\n\"\"\"\n\nimport asyncio\nimport uuid\nimport json\nimport logging\nfrom datetime import"
  },
  {
    "path": "app/services/auth_service.py",
    "chars": 2225,
    "preview": "import time\nfrom datetime import datetime, timedelta, timezone\nfrom app.utils.timezone import now_tz\nfrom typing import "
  },
  {
    "path": "app/services/basics_sync/__init__.py",
    "chars": 302,
    "preview": "\"\"\"\n基础数据同步子包：封装与股票基础信息同步相关的阻塞调用与处理函数。\n- utils.py：与 Tushare 的阻塞式获取函数（股票列表、最新交易日、日度基础数据）\n- processing.py：共享的文档构建/指标处理函数\n\"\""
  },
  {
    "path": "app/services/basics_sync/processing.py",
    "chars": 1798,
    "preview": "\"\"\"\n共享的文档指标处理函数\n- add_financial_metrics: 将日度基础指标（市值/估值/交易）追加到文档中\n\"\"\"\nfrom typing import Dict\n\n\ndef add_financial_metrics"
  },
  {
    "path": "app/services/basics_sync/utils.py",
    "chars": 7452,
    "preview": "\"\"\"\n与 Tushare 相关的阻塞式工具函数：\n- fetch_stock_basic_df：获取股票列表（确保 Tushare 已连接）\n- find_latest_trade_date：探测最近可用交易日（YYYYMMDD）\n- f"
  },
  {
    "path": "app/services/basics_sync_service.py",
    "chars": 15875,
    "preview": "\"\"\"\nStock basics synchronization service\n- Fetches A-share stock basic info from Tushare\n- Enriches with latest market c"
  },
  {
    "path": "app/services/config_provider.py",
    "chars": 4530,
    "preview": "from __future__ import annotations\n\nfrom datetime import datetime, timedelta\nfrom typing import Any, Dict, Optional\nimpo"
  },
  {
    "path": "app/services/config_service.py",
    "chars": 173713,
    "preview": "\"\"\"\n配置管理服务\n\"\"\"\n\nimport time\nimport asyncio\nimport logging\nfrom typing import List, Optional, Dict, Any\nfrom datetime imp"
  },
  {
    "path": "app/services/data_consistency_checker.py",
    "chars": 11128,
    "preview": "\"\"\"\n数据一致性检查和处理服务\n处理多数据源之间的数据不一致性问题\n\"\"\"\nimport logging\nimport pandas as pd\nfrom typing import Dict, List, Optional, Tuple"
  },
  {
    "path": "app/services/data_sources/__init__.py",
    "chars": 304,
    "preview": "\"\"\"\nData sources subpackage.\nExpose adapters and manager for backward-compatible imports.\n\"\"\"\nfrom .base import DataSour"
  },
  {
    "path": "app/services/data_sources/akshare_adapter.py",
    "chars": 16817,
    "preview": "\"\"\"\nAKShare data source adapter\n\"\"\"\nfrom typing import Optional, Dict\nimport logging\nfrom datetime import datetime, time"
  },
  {
    "path": "app/services/data_sources/baostock_adapter.py",
    "chars": 12029,
    "preview": "\"\"\"\nBaoStock data source adapter\n\"\"\"\nfrom typing import Optional\nimport logging\nfrom datetime import datetime, timedelta"
  },
  {
    "path": "app/services/data_sources/base.py",
    "chars": 2074,
    "preview": "\"\"\"\nBase classes and shared typing for data source adapters\n\"\"\"\nfrom abc import ABC, abstractmethod\nfrom typing import O"
  },
  {
    "path": "app/services/data_sources/data_consistency_checker.py",
    "chars": 1445,
    "preview": "\"\"\"\nMinimal stub for DataConsistencyChecker\n- Purpose: eliminate warning and provide no-op consistency checking\n- Behavi"
  },
  {
    "path": "app/services/data_sources/manager.py",
    "chars": 13078,
    "preview": "\"\"\"\nData source manager that orchestrates multiple adapters with priority and optional consistency checks\n\"\"\"\nfrom typin"
  },
  {
    "path": "app/services/data_sources/tushare_adapter.py",
    "chars": 13966,
    "preview": "\"\"\"\nTushare data source adapter\n\"\"\"\nfrom typing import Optional, Dict\nimport logging\nfrom datetime import datetime, time"
  },
  {
    "path": "app/services/database/__init__.py",
    "chars": 149,
    "preview": "from . import status_checks, backups, cleanup, serialization\n\n__all__ = [\n    \"status_checks\",\n    \"backups\",\n    \"clean"
  },
  {
    "path": "app/services/database/backups.py",
    "chars": 17060,
    "preview": "\"\"\"\nBackup, import, and export routines extracted from DatabaseService.\n\"\"\"\nfrom __future__ import annotations\n\nimport j"
  },
  {
    "path": "app/services/database/cleanup.py",
    "chars": 3247,
    "preview": "\"\"\"\nCleanup routines extracted from DatabaseService.\n\"\"\"\nfrom __future__ import annotations\n\nfrom datetime import dateti"
  },
  {
    "path": "app/services/database/serialization.py",
    "chars": 1248,
    "preview": "\"\"\"\nSerialization helpers for MongoDB documents.\n\"\"\"\nfrom __future__ import annotations\n\nfrom datetime import datetime\nf"
  },
  {
    "path": "app/services/database/status_checks.py",
    "chars": 3531,
    "preview": "\"\"\"\nDatabase status and connection checks, extracted from DatabaseService.\n\"\"\"\nfrom __future__ import annotations\n\nfrom "
  },
  {
    "path": "app/services/database_screening_service.py",
    "chars": 20229,
    "preview": "\"\"\"\n基于MongoDB的股票筛选服务\n利用本地数据库中的股票基础信息进行高效筛选\n\"\"\"\n\nimport logging\nfrom typing import Any, Dict, List, Optional, Tuple\nfrom "
  },
  {
    "path": "app/services/database_service.py",
    "chars": 6557,
    "preview": "\"\"\"\n数据库管理服务\n\"\"\"\n\nimport json\nimport os\nimport csv\nimport gzip\nimport shutil\nimport logging\nfrom datetime import datetime"
  },
  {
    "path": "app/services/enhanced_screening/utils.py",
    "chars": 2734,
    "preview": "\"\"\"\nUtility helpers for EnhancedScreeningService to separate analysis and conversion logic.\n\"\"\"\nfrom __future__ import a"
  },
  {
    "path": "app/services/enhanced_screening_service.py",
    "chars": 11398,
    "preview": "\"\"\"\n增强的股票筛选服务\n结合数据库优化和传统筛选方式，提供高效的股票筛选功能\n\"\"\"\n\nimport logging\nimport time\nfrom typing import Any, Dict, List, Optional, T"
  },
  {
    "path": "app/services/favorites_service.py",
    "chars": 15572,
    "preview": "\"\"\"\n自选股服务\n\"\"\"\n\nfrom typing import List, Optional, Dict, Any\nfrom datetime import datetime\nfrom bson import ObjectId\n\nfro"
  },
  {
    "path": "app/services/financial_data_service.py",
    "chars": 17407,
    "preview": "#!/usr/bin/env python3\n\"\"\"\n财务数据服务\n统一管理三数据源的财务数据存储和查询\n\"\"\"\nimport logging\nfrom datetime import datetime, timezone\nfrom typ"
  },
  {
    "path": "app/services/foreign_stock_service.py",
    "chars": 62184,
    "preview": "\"\"\"\n港股和美股数据服务\n🔥 复用统一数据源管理器（UnifiedStockService）\n🔥 按照数据库配置的数据源优先级调用API\n🔥 请求去重机制：防止并发请求重复调用API\n\"\"\"\nfrom typing import Opti"
  },
  {
    "path": "app/services/historical_data_service.py",
    "chars": 17173,
    "preview": "#!/usr/bin/env python3\n\"\"\"\n统一历史数据管理服务\n为三数据源提供统一的历史数据存储和查询接口\n\"\"\"\nimport asyncio\nimport logging\nfrom datetime import datet"
  },
  {
    "path": "app/services/internal_message_service.py",
    "chars": 13568,
    "preview": "\"\"\"\n内部消息数据服务\n提供统一的内部消息存储、查询和管理功能\n\"\"\"\nfrom typing import Optional, List, Dict, Any, Union\nfrom datetime import datetime, "
  },
  {
    "path": "app/services/log_export_service.py",
    "chars": 16962,
    "preview": "\"\"\"\n日志导出服务\n提供日志文件的查询、过滤和导出功能\n\"\"\"\n\nimport logging\nimport os\nimport zipfile\nfrom datetime import datetime, timedelta\nfrom "
  },
  {
    "path": "app/services/memory_state_manager.py",
    "chars": 14659,
    "preview": "\"\"\"\n内存状态管理器\n类似于 analysis-engine 的实现，提供快速的状态读写\n\"\"\"\n\nimport asyncio\nimport threading\nfrom typing import Dict, Any, Optiona"
  },
  {
    "path": "app/services/model_capability_service.py",
    "chars": 15742,
    "preview": "\"\"\"\n模型能力管理服务\n\n提供模型能力评估、验证和推荐功能。\n\"\"\"\n\nfrom typing import Tuple, Dict, Optional, List, Any\nfrom app.constants.model_capabi"
  },
  {
    "path": "app/services/multi_source_basics_sync_service.py",
    "chars": 13463,
    "preview": "\"\"\"\nMulti-source stock basics synchronization service\n- Supports multiple data sources with fallback mechanism\n- Priorit"
  },
  {
    "path": "app/services/news_data_service.py",
    "chars": 24780,
    "preview": "\"\"\"\n新闻数据服务\n提供统一的新闻数据存储、查询和管理功能\n\"\"\"\nfrom typing import Optional, List, Dict, Any, Union\nfrom datetime import datetime, ti"
  },
  {
    "path": "app/services/notifications_service.py",
    "chars": 5416,
    "preview": "\"\"\"\n通知服务：持久化 + 列表 + 已读 + SSE 发布\n\"\"\"\nimport json\nimport logging\nfrom datetime import datetime, timedelta\nfrom typing impo"
  },
  {
    "path": "app/services/operation_log_service.py",
    "chars": 9802,
    "preview": "\"\"\"\n操作日志服务\n\"\"\"\n\nimport logging\nfrom datetime import datetime, timedelta\nfrom typing import Dict, Any, List, Optional, Tu"
  },
  {
    "path": "app/services/progress/__init__.py",
    "chars": 287,
    "preview": "\"\"\"\nProgress 子包（过渡期）：对进度跟踪与日志处理进行结构化组织。\n当前阶段采用“新路径重导出到旧实现”的方式，保持 API 稳定。\n\"\"\"\nfrom .tracker import RedisProgressTracker, "
  },
  {
    "path": "app/services/progress/log_handler.py",
    "chars": 5739,
    "preview": "\"\"\"\n进度日志处理器\n监控TradingAgents的日志输出，自动更新进度跟踪器\n\"\"\"\n\nimport logging\nimport re\nimport threading\nfrom typing import Dict, Optio"
  },
  {
    "path": "app/services/progress/tracker.py",
    "chars": 20714,
    "preview": "\"\"\"\n进度跟踪器（过渡期）\n- 暂时从旧模块导入 RedisProgressTracker 类\n- 在本模块内提供 get_progress_by_id 的实现（与旧实现一致，修正 cls 引用）\n\"\"\"\nfrom typing impo"
  },
  {
    "path": "app/services/progress_log_handler.py",
    "chars": 465,
    "preview": "\"\"\"\nThin re-export: ProgressLogHandler moved to app.services.progress.log_handler\nThis module keeps exports for backward"
  },
  {
    "path": "app/services/queue/__init__.py",
    "chars": 608,
    "preview": "\"\"\"\nQueue 子包\n- keys: Redis 键名与常量\n- helpers: 队列相关的 Redis 操作辅助函数\n\"\"\"\nfrom .keys import (\n    READY_LIST,\n    TASK_PREFIX,\n"
  },
  {
    "path": "app/services/queue/helpers.py",
    "chars": 1846,
    "preview": "\"\"\"\n队列服务的辅助函数（与 Redis 操作相关），便于在主服务中做薄委托。\n\"\"\"\nfrom __future__ import annotations\nimport time\nfrom typing import Dict\nfrom"
  },
  {
    "path": "app/services/queue/keys.py",
    "chars": 539,
    "preview": "\"\"\"\n队列服务用到的 Redis 键名与配置常量（集中定义）\n\"\"\"\n\n# Redis键名常量\nREADY_LIST = \"qa:ready\"\n\nTASK_PREFIX = \"qa:task:\"\nBATCH_PREFIX = \"qa:ba"
  },
  {
    "path": "app/services/queue_service.py",
    "chars": 11758,
    "preview": "\"\"\"\n增强版队列服务\n基于现有实现，添加并发控制、优先级队列、可见性超时等功能\n\"\"\"\n\nimport json\nimport time\nimport uuid\nimport asyncio\nimport logging\nfrom typ"
  },
  {
    "path": "app/services/quotes_ingestion_service.py",
    "chars": 23330,
    "preview": "import logging\nfrom datetime import datetime, time as dtime, timedelta\nfrom typing import Dict, Optional, Tuple, List\nfr"
  },
  {
    "path": "app/services/quotes_service.py",
    "chars": 4080,
    "preview": "\"\"\"\nQuotesService: 提供A股批量实时快照获取（AKShare东方财富 spot 接口），带内存TTL缓存。\n- 不使用通达信（TDX）作为兜底数据源。\n- 仅用于筛选返回前对 items 进行行情富集。\n\"\"\"\nfrom "
  },
  {
    "path": "app/services/redis_progress_tracker.py",
    "chars": 399,
    "preview": "\"\"\"\nThin re-export: RedisProgressTracker moved to app.services.progress.tracker\nThis module keeps exports for backward c"
  },
  {
    "path": "app/services/scheduler_service.py",
    "chars": 34582,
    "preview": "#!/usr/bin/env python\n# -*- coding: utf-8 -*-\n\"\"\"\n定时任务管理服务\n提供定时任务的查询、暂停、恢复、手动触发等功能\n\"\"\"\n\nimport asyncio\nfrom typing impor"
  },
  {
    "path": "app/services/screening/eval_utils.py",
    "chars": 5278,
    "preview": "\"\"\"\nUtility functions for screening evaluation and DSL parsing.\nExtracted from ScreeningService to separate concerns whi"
  },
  {
    "path": "app/services/screening_service.py",
    "chars": 9241,
    "preview": "from __future__ import annotations\n\nfrom dataclasses import dataclass\nfrom typing import Any, Dict, List, Optional, Tupl"
  },
  {
    "path": "app/services/simple_analysis_service.py",
    "chars": 123844,
    "preview": "\"\"\"\n简化的股票分析服务\n直接调用现有的 TradingAgents 分析功能\n\"\"\"\n\nimport asyncio\nimport uuid\nimport logging\nfrom datetime import datetime\nfr"
  },
  {
    "path": "app/services/social_media_service.py",
    "chars": 11693,
    "preview": "\"\"\"\n社媒消息数据服务\n提供统一的社媒消息存储、查询和分析功能\n\"\"\"\nfrom typing import Optional, List, Dict, Any, Union\nfrom datetime import datetime, "
  },
  {
    "path": "app/services/stock_data_service.py",
    "chars": 12511,
    "preview": "\"\"\"\n股票数据服务层 - 统一数据访问接口\n基于现有MongoDB集合，提供标准化的数据访问服务\n\"\"\"\nimport logging\nfrom datetime import datetime, date\nfrom typing imp"
  },
  {
    "path": "app/services/tags_service.py",
    "chars": 3551,
    "preview": "\"\"\"\n用户自定义标签服务\n\"\"\"\nfrom __future__ import annotations\nfrom typing import List, Optional, Dict, Any\nfrom datetime import d"
  },
  {
    "path": "app/services/unified_stock_service.py",
    "chars": 8334,
    "preview": "#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\"\"\"\n统一股票数据服务（跨市场，支持多数据源）\n\n功能：\n1. 跨市场数据访问（A股/港股/美股）\n2. 多数据源优先级查询\n3. 统一的查询接"
  },
  {
    "path": "app/services/usage_statistics_service.py",
    "chars": 8459,
    "preview": "\"\"\"\n使用统计服务\n管理模型使用记录和成本统计\n\"\"\"\n\nimport logging\nfrom datetime import datetime, timedelta\nfrom typing import List, Dict, Any"
  },
  {
    "path": "app/services/user_service.py",
    "chars": 14772,
    "preview": "\"\"\"\n用户服务 - 基于数据库的用户管理\n\"\"\"\n\nimport hashlib\nimport time\nfrom datetime import datetime\nfrom typing import Optional, Dict, A"
  },
  {
    "path": "app/services/websocket_manager.py",
    "chars": 2870,
    "preview": "\"\"\"\nWebSocket 连接管理器\n用于实时推送分析进度更新\n\"\"\"\n\nimport asyncio\nimport json\nimport logging\nfrom typing import Dict, Set, Any\nfrom f"
  },
  {
    "path": "app/utils/api_key_utils.py",
    "chars": 3395,
    "preview": "\"\"\"\nAPI Key 处理工具函数\n\n提供统一的 API Key 验证、缩略、环境变量读取等功能\n\"\"\"\n\nimport os\nfrom typing import Optional\n\n\ndef is_valid_api_key(api_"
  },
  {
    "path": "app/utils/error_formatter.py",
    "chars": 14553,
    "preview": "\"\"\"\n错误信息格式化工具\n\n将技术性错误转换为用户友好的错误提示，明确指出问题所在（数据源、大模型、配置等）\n\"\"\"\n\nimport re\nfrom typing import Dict, Optional, Tuple\nfrom enu"
  },
  {
    "path": "app/utils/report_exporter.py",
    "chars": 18534,
    "preview": "\"\"\"\n报告导出工具 - 支持 Markdown、Word、PDF 格式\n\n依赖安装:\n    pip install pypandoc markdown\n\nPDF 导出需要额外工具:\n    - wkhtmltopdf (推荐): htt"
  },
  {
    "path": "app/utils/timezone.py",
    "chars": 1734,
    "preview": "from __future__ import annotations\n\nfrom datetime import datetime\nfrom zoneinfo import ZoneInfo\nfrom typing import Optio"
  },
  {
    "path": "app/utils/trading_time.py",
    "chars": 3751,
    "preview": "\"\"\"\n交易时间判断工具模块\n\n提供统一的交易时间判断逻辑，用于判断当前是否在A股交易时间内。\n\"\"\"\n\nfrom datetime import datetime, time as dtime\nfrom typing import Opt"
  },
  {
    "path": "app/worker/__init__.py",
    "chars": 64,
    "preview": "\"\"\"Worker package for analysis and related background jobs.\"\"\"\n\n"
  },
  {
    "path": "app/worker/akshare_init_service.py",
    "chars": 15801,
    "preview": "\"\"\"\nAKShare数据初始化服务\n用于首次部署时的完整数据初始化，包括基础数据、历史数据、财务数据等\n\"\"\"\nimport asyncio\nimport logging\nfrom datetime import datetime, ti"
  },
  {
    "path": "app/worker/akshare_sync_service.py",
    "chars": 44815,
    "preview": "\"\"\"\nAKShare数据同步服务\n基于AKShare提供器的统一数据同步方案\n\"\"\"\nimport asyncio\nimport logging\nfrom datetime import datetime, timedelta\nfrom "
  },
  {
    "path": "app/worker/analysis_worker.py",
    "chars": 8980,
    "preview": "\"\"\"\n分析任务Worker进程\n消费队列中的分析任务，调用TradingAgents进行股票分析\n\"\"\"\n\nimport asyncio\nimport logging\nimport signal\nimport sys\nimport uui"
  },
  {
    "path": "app/worker/baostock_init_service.py",
    "chars": 13416,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nBaoStock数据初始化服务\n提供BaoStock数据的完整初始化功能\n\"\"\"\nimport asyncio\nimport logging\nfrom datetime import d"
  },
  {
    "path": "app/worker/baostock_sync_service.py",
    "chars": 21293,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nBaoStock数据同步服务\n提供BaoStock数据的批量同步功能，集成到APScheduler调度系统\n\"\"\"\nimport asyncio\nimport logging\nfrom "
  },
  {
    "path": "app/worker/example_sdk_sync_service.py",
    "chars": 11581,
    "preview": "\"\"\"\n示例SDK数据同步服务 (app层)\n展示如何创建数据同步服务，将外部SDK数据写入标准化的MongoDB集合\n\n架构说明:\n- tradingagents层: 纯数据获取和标准化，不涉及数据库操作\n- app层: 数据同步服务，负"
  },
  {
    "path": "app/worker/financial_data_sync_service.py",
    "chars": 10989,
    "preview": "#!/usr/bin/env python3\n\"\"\"\n财务数据同步服务\n统一管理三数据源的财务数据同步\n\"\"\"\nimport asyncio\nimport logging\nfrom datetime import datetime, tim"
  },
  {
    "path": "app/worker/hk_data_service.py",
    "chars": 5920,
    "preview": "#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\"\"\"\n港股数据服务（按需获取+缓存模式）\n\n功能：\n1. 按需从数据源获取港股信息（yfinance/akshare）\n2. 自动缓存到 Mon"
  },
  {
    "path": "app/worker/hk_sync_service.py",
    "chars": 17052,
    "preview": "#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\"\"\"\n港股数据服务（按需获取+缓存模式）\n\n功能：\n1. 按需从数据源获取港股信息（yfinance/akshare）\n2. 自动缓存到 Mon"
  },
  {
    "path": "app/worker/multi_period_sync_service.py",
    "chars": 12347,
    "preview": "#!/usr/bin/env python3\n\"\"\"\n多周期历史数据同步服务\n支持日线、周线、月线数据的统一同步\n\"\"\"\nimport asyncio\nimport logging\nfrom datetime import datetime"
  },
  {
    "path": "app/worker/news_data_sync_service.py",
    "chars": 18736,
    "preview": "\"\"\"\n新闻数据同步服务\n支持多数据源新闻数据同步和情绪分析\n\"\"\"\nimport asyncio\nimport logging\nfrom typing import List, Dict, Any, Optional\nfrom datet"
  },
  {
    "path": "app/worker/tushare_init_service.py",
    "chars": 15676,
    "preview": "\"\"\"\nTushare数据初始化服务\n用于首次部署时的完整数据初始化，包括基础数据、历史数据、财务数据等\n\"\"\"\nimport asyncio\nimport logging\nfrom datetime import datetime, ti"
  },
  {
    "path": "app/worker/tushare_sync_service.py",
    "chars": 50017,
    "preview": "\"\"\"\nTushare数据同步服务\n负责将Tushare数据同步到MongoDB标准化集合\n\"\"\"\nimport asyncio\nfrom datetime import datetime, timedelta, timezone\nfrom"
  },
  {
    "path": "app/worker/us_data_service.py",
    "chars": 5834,
    "preview": "#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\"\"\"\n美股数据服务（按需获取+缓存模式）\n\n功能：\n1. 按需从数据源获取美股信息（yfinance/finnhub）\n2. 自动缓存到 Mon"
  },
  {
    "path": "app/worker/us_sync_service.py",
    "chars": 13828,
    "preview": "#!/usr/bin/env python3\n# -*- coding: utf-8 -*-\n\"\"\"\n美股数据同步服务（支持多数据源）\n\n功能：\n1. 从 yfinance 同步美股基础信息和行情\n2. 支持多数据源存储：同一股票可有多个数"
  },
  {
    "path": "app/worker.py",
    "chars": 8420,
    "preview": "\"\"\"\nTradingAgents-CN WebAPI Worker\n\nConsumes tasks from Redis queue and processes them using actual stock analysis.\n\"\"\"\n"
  },
  {
    "path": "cli/__init__.py",
    "chars": 95,
    "preview": "\n# 导入统一日志系统\nfrom tradingagents.utils.logging_init import get_logger\nlogger = get_logger(\"cli\")\n"
  },
  {
    "path": "cli/akshare_init.py",
    "chars": 10706,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nAKShare数据初始化CLI工具\n用于首次部署时的数据初始化和管理\n\"\"\"\nimport asyncio\nimport argparse\nimport logging\nimport s"
  },
  {
    "path": "cli/baostock_init.py",
    "chars": 7468,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nBaoStock数据初始化CLI工具\n提供命令行界面进行BaoStock数据初始化和管理\n\"\"\"\nimport asyncio\nimport argparse\nimport loggin"
  },
  {
    "path": "cli/main.py",
    "chars": 77816,
    "preview": "# 标准库导入\nimport datetime\nimport os\nimport re\nimport subprocess\nimport sys\nimport time\nfrom collections import deque\nfrom "
  },
  {
    "path": "cli/models.py",
    "chars": 316,
    "preview": "from enum import Enum\nfrom typing import List, Optional, Dict\nfrom pydantic import BaseModel\n\n# 导入统一日志系统\nfrom tradingage"
  },
  {
    "path": "cli/static/welcome.txt",
    "chars": 427,
    "preview": "\n  ______               ___             ___                    __      \n /_  __/________ _____/ (_)___  ____ _/   | ____"
  },
  {
    "path": "cli/tushare_init.py",
    "chars": 9588,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nTushare数据初始化CLI工具\n用于首次部署时的数据初始化操作\n\"\"\"\nimport asyncio\nimport argparse\nimport sys\nimport os\nfro"
  },
  {
    "path": "cli/utils.py",
    "chars": 16013,
    "preview": "import questionary\nfrom typing import List, Optional, Tuple, Dict\nfrom rich.console import Console\n\nfrom cli.models impo"
  },
  {
    "path": "config/README.md",
    "chars": 465,
    "preview": "# Config 目录\n\n此目录用于存储TradingAgents的配置文件和使用统计数据。\n\n## 文件说明\n\n- `usage.json` - Token使用统计数据（自动生成）\n- `models.json` - 模型配置文件（自动生"
  },
  {
    "path": "config/logging.toml",
    "chars": 2389,
    "preview": "# TradingAgents-CN 日志配置文件\n# 支持不同环境的日志配置\n\n[logging]\n# 全局日志级别：DEBUG, INFO, WARNING, ERROR, CRITICAL\nlevel = \"INFO\"\n\n# 日志格式"
  },
  {
    "path": "config/logging_docker.toml",
    "chars": 2380,
    "preview": "# Docker环境专用日志配置 - 完整修复版\n# 解决KeyError: 'file'错误\n\n[logging]\nlevel = \"INFO\"\n\n[logging.format]\n# 必须包含所有格式配置\nconsole = \"%(as"
  },
  {
    "path": "docker/nginx.conf",
    "chars": 1320,
    "preview": "server {\n    listen       80;\n    server_name  localhost;\n\n    root   /usr/share/nginx/html;\n    index  index.html;\n\n   "
  },
  {
    "path": "docker-compose.hub.nginx.arm.yml",
    "chars": 5652,
    "preview": "version: '3.8'\n\n# TradingAgents-CN v1.0.0-preview Docker Compose配置（带 Nginx 反向代理）\n# 使用Docker Hub镜像 + Nginx 反向代理\n#\n# 使用方法："
  },
  {
    "path": "docker-compose.hub.nginx.yml",
    "chars": 6003,
    "preview": "version: '3.8'\n\n# TradingAgents-CN v1.0.0-preview Docker Compose配置（带 Nginx 反向代理）\n# 使用Docker Hub镜像 + Nginx 反向代理\n#\n# 使用方法："
  },
  {
    "path": "docker-compose.yml",
    "chars": 5229,
    "preview": "version: '3.8'\n\n# TradingAgents-CN v1.0.0-preview Docker Compose配置\n# 支持前后端分离部署\n\nservices:\n  # FastAPI 后端服务\n  backend:\n  "
  },
  {
    "path": "docs/ANALYST_DATA_CONFIGURATION.md",
    "chars": 4183,
    "preview": "# 📊 分析师数据获取配置指南\n\n## 📋 概述\n\nTradingAgents-CN 支持为不同类型的分析师配置不同的数据获取范围，以优化性能和分析质量。\n\n---\n\n## 🎯 配置参数\n\n### 1. 市场分析师数据范围\n\n**配置项**"
  },
  {
    "path": "docs/API_KEY_MANAGEMENT_ANALYSIS.md",
    "chars": 11611,
    "preview": "# API Key 配置管理全流程分析\n\n## 📋 目录\n\n1. [核心规则定义](#核心规则定义)\n2. [涉及的组件](#涉及的组件)\n3. [完整流程分析](#完整流程分析)\n4. [当前问题分析](#当前问题分析)\n5. [建议的修"
  },
  {
    "path": "docs/API_KEY_TESTING_GUIDE.md",
    "chars": 6071,
    "preview": "# API Key 配置管理测试指南\n\n## 📋 测试目标\n\n验证 API Key 配置管理的完整流程，确保：\n1. ✅ MongoDB 和 .env 配置来源明确区分\n2. ✅ 配置验证正确显示颜色（绿色/黄色/红色）\n3. ✅ 编辑对话"
  },
  {
    "path": "docs/BUILD_GUIDE.md",
    "chars": 5848,
    "preview": "# 🏗️ TradingAgents-CN Docker 镜像构建指南\n\n本文档说明如何为不同架构构建 Docker 镜像。\n\n---\n\n## 📋 目录\n\n- [快速开始](#快速开始)\n- [架构选择](#架构选择)\n- [构建脚本](#"
  },
  {
    "path": "docs/CNAME",
    "chars": 23,
    "preview": "www.tradingagentscn.com"
  },
  {
    "path": "docs/CONFIG_VALIDATION_FIX_SUMMARY.md",
    "chars": 4934,
    "preview": "# 配置验证顶部提示修复总结\n\n## 📋 问题描述\n\n**用户反馈**：\n> 最上面这里，如果不是\"必须配置\"有问题不要显示红色，其它的显示黄色。\n\n**具体问题**：\n1. 配置验证顶部提示，只要有 MongoDB 警告就显示红色错误\n2"
  },
  {
    "path": "docs/DOCKER_REGISTRY_STRATEGY.md",
    "chars": 5844,
    "preview": "# 🐳 Docker 镜像仓库策略\n\n## 📋 概述\n\n为了提高发布效率，TradingAgents-CN 采用**分架构独立仓库**策略：\n\n- **AMD64 版本**：独立仓库，频繁更新\n- **ARM64 版本**：独立仓库，按需更"
  },
  {
    "path": "docs/ENHANCED_HISTORY_FEATURES_SUMMARY.md",
    "chars": 3136,
    "preview": "# 股票分析历史功能增强总结\n\n## 项目概述\n\n本次更新大幅增强了TradingAgents-CN Web界面的股票分析历史功能，从基础的历史查看升级为功能完整的分析对比和趋势分析平台。\n\n## 主要改进\n\n### 🔄 多模式对比分析\n\n"
  },
  {
    "path": "docs/GITHUB_BRANCH_PROTECTION.md",
    "chars": 3144,
    "preview": "# GitHub 分支保护规则设置指南\n\n## 🎯 目标\n为 `main` 分支设置严格的保护规则，防止未经测试的代码直接推送到生产分支。\n\n## 📋 设置步骤\n\n### 1. 访问仓库设置\n1. 打开 GitHub 仓库：`https:/"
  },
  {
    "path": "docs/LLM_ADAPTER_TEMPLATE.py",
    "chars": 1363,
    "preview": "\"\"\"\nLLM 适配器模板 - 适用于 OpenAI 兼容提供商\n\n使用方式：复制本文件为 tradingagents/llm_adapters/{provider}_adapter.py，\n并根据目标提供商修改 provider_name"
  }
]

// ... and 1690 more files (download for full content)