Managing Streamlit Apps

作者 PostHog469d1773e9cb无许可证收录于 2026年10月8日更新于 2026年10月8日

Create, deploy, and operate Streamlit apps in PostHog via the streamlit-apps MCP tools — create an app, set its source, start and stop its sandbox, poll status, list versions, delete, and share the app with humans via its PostHog URL. Use when asked to "create a streamlit app", "deploy a data app", "ship a dashboard app", "restart/stop my app", "why is my app not running", or "give me a link to the app".

仅含说明DevOps & Cloud
AI 生成的概览

指导通过 streamlit-apps MCP 工具在 PostHog 中创建、部署和运维 Streamlit 应用。

功能
该技能说明托管在 PostHog 沙箱中的 Streamlit 数据应用的完整生命周期:创建应用、上传完整源代码及辅助文件与资源、启动和停止沙箱、轮询状态、列出版本、更新名称或规格以及删除应用。它解释了版本如何创建并激活、数据访问权限如何跟随活动版本的作者,以及如何通过应用在 PostHog 中的需登录 URL 分享应用。它还涵盖启动失败、功能开关返回 403、代码未更新和查询报错等排查步骤。
适用场景
当被要求创建 Streamlit 应用、部署数据应用、发布仪表盘应用、重启或停止应用、排查应用为何无法运行,或提供应用链接时使用。前提是 PostHog 中已提供 streamlit-apps MCP 工具。
运行要求
需要 streamlit-apps MCP 工具,以及可访问已启用 streamlit-apps 功能开关的 PostHog 项目;查看者必须登录 PostHog。该技能不包含脚本,仅为说明文档,并引用另一个 writing-streamlit-apps 技能来编写应用源代码。

Managing Streamlit apps

A Streamlit app is a Python data app running in an isolated sandbox inside PostHog. Each app has immutable versions of its code; one version is active; a sandbox process serves the active version. The full lifecycle is driven with the streamlit-apps-* MCP tools.

The happy path: create → set source → start → share

  1. streamlit-apps-create with a name (optionally description, cpu_cores 0.25–8, memory_gb 0.5–16, defaults 0.5 / 1). The app exists but has no code yet.
  2. streamlit-apps-set-source with the complete app.py source as one string. Extra files ride along in the same call: files maps a project-relative path to text (helper modules, CSV, JSON), assets maps a path to base64 (Parquet, images). This creates version 1 and activates it. Write the source per the writing-streamlit-apps skill — in particular use posthog_apps.query() for PostHog data, never import posthog.
  3. streamlit-apps-start. Returns immediately; the sandbox boots asynchronously.
  4. Poll streamlit-apps-status until status is running (typically well under a minute). If it lands on error, read last_error — see Troubleshooting below.
  5. Share the app: the _posthogUrl returned by create/get/start (/streamlit-apps/{short_id}) is the app's page in PostHog. That link is what you give humans. Viewers need to be logged into PostHog with access to the project (the app renders in an authenticated iframe; there is no public URL).

Whose data the app reads

The app's queries run with the data access of the person who authored the active version — set the source, and the app reads what you can read. Anyone who can view the app sees those results, so treat publishing an app as sharing that data with everyone on the project. An app whose version author has since been deleted can't start; upload a new version to fix it.

Updating code

Call streamlit-apps-set-source again: it creates the next version and activates it. Every call ships the complete app, so pass files and assets again too; a version holds only what that call carried. A running sandbox is stopped so it can't keep serving stale code — call streamlit-apps-start afterwards to serve the new version. Versions are immutable, but not permanent: streamlit-apps-versions lists the newest 50, and non-active versions older than 30 days are deleted along with their code. There is no rollback tool: to roll back, set the old source, files, and assets again, so a rollback needs a saved copy of the complete bundle. Fetch that copy from your conversation or wherever it's kept — versions store the zip, not an inline source view.

Stopping, idling, and deleting

  • streamlit-apps-stop stops the sandbox; code and versions are untouched. Starting again later is cheap.
  • Idle sandboxes are stopped automatically after a period of no activity — a stopped app is normal, not an error. Start it again when needed.
  • streamlit-apps-delete stops any sandbox and soft-deletes the app. Confirm with the user before deleting anything you didn't create in this conversation.

Troubleshooting

  • status: error with last_error: "Start failed: ..." — the sandbox failed to provision or boot. Retry streamlit-apps-start once; if it persists, surface last_error to the user (provisioning failures are usually platform-side, not app-side).
  • Tool calls return 403 "Streamlit apps is not available." — the streamlit-apps feature flag is off for this organization. This is a rollout gate, not an error you can fix; tell the user.
  • App runs but a query inside it fails — that's an app-code concern; see writing-streamlit-apps (bridge limits: 30s execution, 256 MB memory per query).
  • App shows old code after set-source — you skipped step "start after set-source"; the sandbox was stopped and needs a start.

Renaming and resizing

streamlit-apps-update changes an app's name, description, cpu_cores (0.25–8), or memory_gb (0.5–16); only the fields you pass change. New sizing applies the next time the sandbox starts, so stop + start after resizing a running app. Defaults (0.5 CPU / 1 GB) fit typical dashboard apps. Raise memory_gb only when the app itself holds large DataFrames in memory — the 256 MB HogQL bridge query cap is server-side and does NOT change with sandbox sizing, so bigger sandboxes don't fix failing queries.

来源与署名

来源:PostHog/ai-plugin位于skills/managing-streamlit-apps提交469d177

许可证: 无许可证

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