{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "shy3130-tick-stock-panel--self-host-an-a-share-quant-workbench",
 "repo": "shy3130/tick-stock-panel",
 "repo_url": "https://github.com/shy3130/tick-stock-panel",
 "repo_slug": "shy3130-tick-stock-panel",
 "title": "Self-host an A-share quant workbench in one container",
 "page_title": "How to self-host an A-share quant workbench in one container with Tick Stock Panel",
 "summary": "Pull the published image and run strategies, scans and dashboards locally with your data on your disk.",
 "who": "A developer studying China A-shares who does not want cloud platforms holding their data.",
 "problem": "Patched together scripts and paid terminals make it hard to keep data, strategies and backtests consistent.",
 "outcome": "A local web workbench with dashboard, screener, backtest, mining and monitoring pages, data stored as local Parquet.",
 "steps": [
  "Install Docker",
  "Run the one-line docker run command from the README quick start, which pulls the ghcr.io/shy3130/tick-stock-panel image and mounts a local data folder",
  "Open the workbench on localhost at the port given in the quick start",
  "Copy .env.example to .env if you need a data source key or LLM settings"
 ],
 "agent_prompt": "Deploy shy3130/tick-stock-panel locally with the published Docker image from its README quick start, keep data in a mounted folder, and tell me which pages load and which data source mode it is in.",
 "agents": [
  "any"
 ],
 "difficulty": "Beginner",
 "time": "20 minutes",
 "basis": "readme",
 "caveat": "It targets China A-shares only and the README says it is for learning and research, not an investment or market watching tool. Not financial advice: paper trade first, and remember you can lose money.",
 "category": "Money",
 "tags": [
  "Money"
 ],
 "lang": "python",
 "requirements": [
  "Docker (one container, no external database)",
  "Optional: a TickFlow API key or another plugged in data source",
  "Optional: an OpenAI compatible LLM endpoint for strategy generation and the chat assistant"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/shy3130-tick-stock-panel/self-host-an-a-share-quant-workbench/",
 "md": "https://dedupedai.com/use-cases/shy3130-tick-stock-panel/self-host-an-a-share-quant-workbench/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/shy3130-tick-stock-panel--self-host-an-a-share-quant-workbench.json",
 "api_version": "v1"
}