烦烦烦

[zhostev]

Description

Motivation and Context

How Has This Been Tested?

• Pass the test by running: pytest qlib/tests/test_all_pipeline.py under upper directory of qlib.
• If you are adding a new feature, test on your own test scripts.

Screenshots of Test Results (if appropriate):

1. Pipeline test:
2. Your own tests:

Types of changes

• Fix bugs
• Add new feature
• Update documentation

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[Copilot]

Pull request overview

This PR appears to introduce a full-stack “QLib AI” management platform setup, including a new Vite/React frontend, Docker-based deployment, and a large backend surface area (auth, tasks, monitoring, QLib integration, benchmarks, and various DB/scripts).

Changes:

• Added Docker assets (compose + backend/frontend Dockerfiles) and Nginx config for serving the frontend and proxying /api.
• Implemented/added substantial backend modules: auth, experiments/tasks APIs, monitoring, remote training client, QLib helpers, schemas/models.
• Added various operational/debug scripts and test reports for environment validation, DB fixes, and manual testing.

Reviewed changes

Copilot reviewed 125 out of 7606 changed files in this pull request and generated 24 comments.

Show a summary per file

File	Description
frontend/nginx.conf	Adds Nginx server block to serve SPA and proxy /api.
frontend/index.html	Adds Vite/React HTML entrypoint.
frontend/eslint.config.js	Adds ESLint flat config for TS/React.
frontend/README.md	Adds Vite template README.
docker/init.sql	Seeds DB with admin user + initial config template.
docker/frontend.Dockerfile	Builds + serves frontend via serve.
docker/docker-compose.yml	Adds compose stack for backend/worker/frontend/mysql.
docker/backend.Dockerfile	Builds backend image including local QLib build.
collect_benchmark_configs.py	Script to collect benchmark YAML configs.
backend_supervisor_train.conf	Supervisor config for training server.
backend_supervisor.conf	Supervisor config for backend server.
backend/update_tasks_table.py	Script to alter tasks table to add retry columns.
backend/update_experiment_config.py	Script to normalize timestamps inside experiment configs (sqlite).
backend/update_db_schema.py	Script to drop/recreate factors indexes.
backend/update_admin_password.py	Script to update admin password in a remote MySQL DB.
backend/test_websocket.py	Manual WebSocket communication test script.
backend/test_training_api.py	Manual training API test script.
backend/test_run_experiment.py	Manual script to create/run a task for an experiment.
backend/test_remote_server.py	Manual script to test remote server health/status.
backend/test_remote_client.py	Manual script to test RemoteClient behaviors.
backend/test_qlib_service.py	Manual script to test QLibService and stock data fetching.
backend/test_performance_calc.py	Manual script to validate performance calculation logic.
backend/test_local_websocket.py	Manual local WebSocket test script.
backend/test_full_flow.sh	Shell script to run an end-to-end flow via API calls.
backend/test_db_connection.py	Script to test DB connectivity using DATABASE_URL.
backend/test_benchmark_service.py	Script to debug benchmark directory scanning.
backend/test_benchmark_fix.py	Script to verify benchmark service behavior under missing dirs.
backend/test_benchmark_dir_fixed.py	Script to validate benchmark dir path calculation.
backend/test_benchmark_dir.py	Script to validate benchmark dir path calculation.
backend/supervisor_train_worker.conf	Supervisor config for training worker process.
backend/supervisor_monitoring.conf	Supervisor config for monitoring process.
backend/start_worker.sh	Startup script for task worker module.
backend/start_train_server.sh	Startup script for training server via uvicorn.
backend/run_monitoring.py	Monitoring loop runner with detailed logging.
backend/reset_task.py	Script to reset a task/experiment status to pending.
backend/reset_factors.py	Script to delete factors and reset factor_group counts.
backend/reset_experiment_status.py	Script to reset an experiment status and create a new task.
backend/reset_db.py	Script to drop and recreate DB tables.
backend/reset_admin_password.py	Script to reset admin password using DATABASE_URL.
backend/requirements.txt	Adds backend Python dependencies.
backend/qlib_ai_api.logrotate	Logrotate config for uvicorn log.
backend/init_db.py	DB initialization script with factor + stock data seeding.
backend/fix_user_table.py	Script to alter remote users table schema + create admin.
backend/fix_tasks_table.py	Script to alter tasks table columns based on parsed DATABASE_URL.
backend/fix_experiment_config.py	Script to fix experiment config JSON and remove invalid params.
backend/fix_admin_user.py	Script to create/fix admin user using app services.
backend/create_ultimate_test_experiment.py	Script to create a test experiment + task.
backend/create_test_experiment.py	Script to create a test experiment.
backend/create_task_for_experiment.py	Script to create a task for an existing experiment.
backend/create_simple_experiment.py	Script to create a simplified experiment + task.
backend/create_log_table.py	Script to create all tables including experiment log table.
backend/create_fixed_experiment.py	Script to create a “fixed” experiment + task.
backend/create_final_test_experiment.py	Script to create a final test experiment + task.
backend/create_admin.py	Script to create/update admin user.
backend/check_users.py	Script to list users from a remote MySQL DB.
backend/check_ultimate_experiment.py	Script to inspect experiment performance payload shape.
backend/check_tables.py	Script to inspect DB tables and tasks schema.
backend/check_performance.py	Script to inspect performance field on an experiment.
backend/check_final_experiment.py	Script to inspect final experiment results.
backend/check_factors.py	Script to inspect factor counts by group.
backend/check_experiments.py	Script to list experiments and performance keys.
backend/check_experiment_logs.py	Script to print experiment logs (legacy).
backend/check_experiment_config.py	Script to dump experiment config.
backend/check_experiment_9.py	Script to inspect experiment 9 results.
backend/check_experiment_8.py	Script to inspect experiment 8 status and recent logs.
backend/check_experiment_7.py	Script to inspect experiment 7 status and logs.
backend/check_existing_config.py	Script to inspect config structure for an experiment.
backend/check_db.py	Script to validate DB and basic table queries.
backend/app/yaml/parser.py	Adds YAML parsing/generation/validation helpers.
backend/app/utils/remote_client.py	Adds async remote training server client (HTTP + WS).
backend/app/utils/queue.py	Adds DB-backed task queue helper + processor.
backend/app/utils/config_validation.py	Adds environment/DB/training-server validation functions.
backend/app/tasks/task_worker.py	Adds async task worker for processing pending tasks.
backend/app/services/training_client.py	Adds httpx-based client to trigger training via API.
backend/app/services/task.py	Adds TaskService including retry handling + status updates.
backend/app/services/qlib_service.py	Adds QLibService with instrument + stock data helpers.
backend/app/services/qlib_factor.py	Adds QlibFactorService to fetch factor definitions.
backend/app/services/monitoring.py	Adds system monitoring using psutil + remote checks.
backend/app/services/model_version.py	Adds CRUD-ish model version service functions.
backend/app/services/factor.py	Adds factor + factor group service functions.
backend/app/services/experiment.py	Adds experiment CRUD with timestamp conversion.
backend/app/services/email_service.py	Adds SMTP email verification + password reset flow.
backend/app/services/data.py	Adds stock data CRUD + QLib refresh + alignment logic.
backend/app/services/config.py	Adds config CRUD.
backend/app/services/benchmark.py	Adds benchmark discovery under benchmarks directory.
backend/app/services/auth.py	Adds authentication helpers + password hashing.
backend/app/services/analysis.py	Adds analysis data generation (mock/derived).
backend/app/schemas/model_version.py	Adds pydantic schemas for model versions.
backend/app/schemas/factor.py	Adds pydantic schemas for factors/factor groups.
backend/app/schemas/experiment.py	Adds pydantic schemas for experiments.
backend/app/schemas/data.py	Adds pydantic schemas for stock data.
backend/app/schemas/config.py	Adds pydantic schemas for configs.
backend/app/schemas/auth.py	Adds pydantic schemas for auth/user.
backend/app/models/user.py	Adds SQLAlchemy User model with verification/reset fields.
backend/app/models/task.py	Adds SQLAlchemy Task model with retry fields.
backend/app/models/stock_data.py	Adds SQLAlchemy StockData model.
backend/app/models/model_version.py	Adds SQLAlchemy ModelVersion model.
backend/app/models/log.py	Adds SQLAlchemy ExperimentLog model.
backend/app/models/factor.py	Adds SQLAlchemy Factor/FactorGroup models.
backend/app/models/experiment.py	Adds SQLAlchemy Experiment model + ExperimentLog relationship.
backend/app/models/config.py	Adds SQLAlchemy Config model + ConfigType enum.
backend/app/db/database.py	Adds SQLAlchemy engine/session setup and get_db dependency.
backend/app/config.py	Adds Settings object w/ DB, security, training server, SMTP, CORS.
backend/app/api/train.py	Adds train task manager endpoints + WS updates (simulated training).
backend/app/api/tasks.py	Adds task listing/detail + cancel/retry endpoints.
backend/app/api/monitoring.py	Adds monitoring endpoints incl. health + service status.
backend/app/api/models.py	Adds model-version endpoints.
backend/app/api/factors.py	Adds factor + factor-group endpoints.
backend/app/api/experiments.py	Adds experiments endpoints + run + logs + analysis endpoints.
backend/app/api/deps.py	Adds auth dependencies / role guards for routes.
backend/app/api/data.py	Adds stock data endpoints + QLib instruments/features + align endpoint.
backend/app/api/configs.py	Adds config endpoints with YAML validation.
backend/app/api/benchmarks.py	Adds benchmark endpoints.
backend/app/api/auth.py	Adds auth endpoints: token/login + user admin CRUD + register/verify/reset.
backend/app/api/init.py	Registers API routers under the main API router.
backend/add_missing_columns.py	Script to alter tasks table columns.
backend/TEST_REPORT.md	Adds integration test report doc.
backend/COMPREHENSIVE_TEST_REPORT.md	Adds comprehensive integration/test report doc.
.trae/documents/增加用户信息头像到右上角.md	Adds design/notes doc for user avatar UI.
.trae/documents/优化用户头像和显示层面.md	Adds design/notes doc for user avatar UI refinement.

---

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[Copilot]

app.db.database (as added in this PR) defines engine/SessionLocal/Base/get_db but does not define settings, so this import will raise ImportError and prevent the API from starting. Fix by importing settings from app.config instead (and update other files with the same pattern, e.g. app/api/auth.py and app/services/email_service.py).

Suggested change

	from app.db.database import get_db, settings
	from app.db.database import get_db
	from app.config import settings

[Copilot]

Same issue as deps.py: settings is defined in app.config, not app.db.database. This will crash imports at runtime; switch to from app.config import settings (and keep DB-related imports in app.db.database).

Suggested change

	from app.db.database import settings
	from app.config import settings

[Copilot]

DATABASE_URL validation is currently incorrect for URLs like mysql+pymysql://... and postgresql+psycopg2://... because the patterns contain backslashes (regex-escaped) but you perform a plain substring check. Replace DB_URL_PATTERNS with literal prefixes (no escaping) or actually use regex matching via re.search.

Suggested change

	r"mysql://",
	r"mysql\+pymysql://",
	r"postgresql://",
	r"postgresql\+psycopg2://",
	r"sqlite://"
	"mysql://",
	"mysql+pymysql://",
	"postgresql://",
	"postgresql+psycopg2://",
	"sqlite://"

[Copilot]

DATABASE_URL validation is currently incorrect for URLs like mysql+pymysql://... and postgresql+psycopg2://... because the patterns contain backslashes (regex-escaped) but you perform a plain substring check. Replace DB_URL_PATTERNS with literal prefixes (no escaping) or actually use regex matching via re.search.

[Copilot]

This introduces a hard-coded authentication backdoor for the admin account. This must be removed or strictly gated behind an explicit development-only feature flag (e.g., an env var that defaults to disabled) to avoid shipping an account takeover vector.

[Copilot]

This seeds a globally known admin username with a precomputed bcrypt hash, while app/services/auth.py uses pbkdf2_sha256 only. Besides being a security risk (predictable seeded admin), it will also cause authentication inconsistencies. Seed users via the same hash scheme as the application (and avoid shipping default admin credentials in production; require setting via env/one-time bootstrap).

Suggested change

	VALUES ('admin', '$2b$12$EixZaYVK1fsbw1ZfbX3OXePaWxn96p36WQoeG6Lruj3vjPGga31lW', NOW(), NOW());
	VALUES ('admin', NULL, NOW(), NOW());

[Copilot]

Security-sensitive defaults are committed (fallback SECRET_KEY and SMTP credentials). In production, these should not have hard-coded fallbacks; require env vars (fail fast on missing), and remove any real credentials from the codebase (rotate the exposed SMTP password).

[Copilot]

Security-sensitive defaults are committed (fallback SECRET_KEY and SMTP credentials). In production, these should not have hard-coded fallbacks; require env vars (fail fast on missing), and remove any real credentials from the codebase (rotate the exposed SMTP password).

[Copilot]

Compose file contains default credentials and SECRET_KEY. Even for dev, this pattern often gets promoted to production accidentally. Prefer using an .env file (not committed) or compose secrets: / environment overrides, and ensure production deployments require non-default values.

[Copilot]

The PR title (\"烦烦烦\") and the PR description template are not filled in (no summary/motivation/testing), but the diff introduces major product + infrastructure changes. Please update the PR title to a conventional-commit style summary and fill in Description/Motivation/Testing so reviewers can validate intent and scope.