LG Data Platform User Guide

Your cloud-native data workstation and quantitative monitoring powerhouse. Build automated data pipelines or run quantitative strategies with built-in A/H stock data — no tedious low-level coding required.

Getting Started

  • Registration & Survey: After your first registration and login, the system will guide you through a Welcome Survey (role, purpose, etc.). Once completed, an 8-step Product Tour will automatically play to help you quickly familiarize with the sidebar layout.
  • Re-trigger Tour: If you skipped the tour, you can restart it anytime by clicking "Feature Tour" at the bottom of the left navigation bar.
  • Language Switch: Click "Language" in the sidebar to switch the system language in real-time.

Insight Studio (Dashboards)

Turn raw data into real-time dashboards and metric alerts — your boss will love it.

1. Build Dashboards & Global Variables

Insight Studio -> Dashboard Builder -> [Create Panel]
  • Data Binding: Bindtime-series charts and tables directly to registered assets from the Asset Catalog, or select "Custom SQL Query" to write raw SQL.
  • Linked Filtering: Add global dropdown variables (e.g. stock_code), reference them in chart SQL via ${stock_code}. Switch the dropdown and all charts refresh instantly.

2. Metric Alerts

  • In a widget's advanced config, click "Add Alert Rule".
  • Set logic & threshold (e.g. Sum > 1000), bind a pre-configured Webhook bot from your Data Sources.
  • Set a Silence Period to prevent alert storms from repeated notifications.

Asset Studio (Data Foundation)

Standardize messy databases and APIs into platform-consumable "Data Assets".

1. Configure Data Source Connections

Asset Studio -> Data Source Connections -> [Add Data Source]
  • Category: Select system type — Database, API, Webhook (for alert notifications like Feishu/DingTalk bots), etc.
  • Authentication: Fill in credentials for databases; configure Token or Sign Secret for API/Webhook.
  • Server Type: Choose Production, Development, or Test to achieve physical multi-environment isolation.

2. Register & Manage Data Assets

Asset Studio -> Asset Catalog -> [Edit / Add Data Asset]
  • Sensitivity Control: Public — visible to other teams. Internal — private to your team.
Internal assets must include a permission_field tag (e.g. permission_field:tenant_id) to be published externally. The system will auto-apply Row-Level Security (RLS).
  • Data Profile: In the detail page, click "Data Profile" to auto-generate null rates, min/max values, and distribution charts for each column.

Process Studio (Data Factory)

No need to write lengthy scripts — drag, drop, and SQL your way to data cleansing and transformation pipelines.

1. Process Diagram Canvas

  • Drag & Configure Nodes: Drag Database, API, Transform, Filter nodes from the left panel onto the grid. Double-click to configure. For SQL nodes, write logic and click "Format SQL" to beautify. Supports Retry Times on failure.
  • Connection Control: Drag from a node's right port to the next node. Double-click a line to set trigger conditions (On Success for normal flow, On Failure for fallback compensation).
  • Version Snapshots: The system auto-saves snapshots of every modification. Supports version diff "Compare" and one-click "Restore" rollback.

Schedule Studio (Automation Engine)

Replace local Cron — run data pipelines, quant strategies, or automation scripts on schedule in the cloud, with alerts on failure.

1. Configure Scheduled Jobs

Schedule Studio -> Job List -> [Add Job]
  • Bind the Process or script to execute. Use the built-in "Cron Expression Builder" to quickly generate timing strategies (e.g. daily at 2 AM). Configure Dependencies to ensure downstream triggers only after upstream success.

2. Instance Monitoring & Intervention

  • Turn on "Auto Refresh: ON" in the top-right corner to use as a real-time monitoring dashboard — track Pending/Running/Success/Failed status live.
  • Manual Intervention: View Logs (pull real execution logs), Kill (force-kill stuck tasks), Redo Job (one-click re-run after fixing logic), View Lineage (3-level dependency graph).

Stock Studio (Quantitative Research)

Say goodbye to expensive third-party market data APIs. Build and host your private quantitative monitoring engine in the cloud.
This module is an industry-specific extension. Contact your admin to authorize access via Admin Studio.
Built-in High-Frequency Data: The platform includes A-share and H-share real-time quotes and minute bars. No need to purchase TuShare, JoinQuant, or other expensive third-party accounts, nor maintain a heavy local historical database.
Automated P/L Calculation: Enter baseline data (cost price, quantity) and daily BUY/SELL transactions. The system auto-calculates real-time average cost and Unrealized P/L based on latest quotes. Supports safe rollback by deleting the last erroneous transaction.
AI Monitoring & Push: Combined with Schedule Studio and the official LLM plugin, easily achieve "price breakout alert -> Feishu/WeChat millisecond-level push". You can even ask the Agent: "Check my portfolio P/L for today."

Marketplace & API Consumption

Break data silos. Provide dead-simple data retrieval APIs, perfectly suited for automation scripts and AI LLMs.

1. Marketplace

  • Browse all published data assets and dashboards across the platform. Click "Subscribe" to add them to your available permission pool.

2. Token Management

Profile Settings -> Token Management -> [Create Token]
  • Key Scenario: Configure the generated Token directly in the official OpenClaw Agent plugin, or pass it to your own Python script, enabling fully automated data retrieval without login.
  • Security: Fine-grained permission control (Scopes). Token is shown in plaintext only once at creation. If leaked, immediately click "Revoke" to block access.

LLM & Intelligent Plugins (Agent Skills)

Let AI be your 24/7 data assistant. Pull reports, monitor stocks, and submit bugs through natural language conversation.
Official Plugin Support: In OpenClaw Hub, run clawhub install lg-agent-platform to install the official plugin; or search "LG Data Quant" in Coze/GPT Store to mount it.
Natural Language Interaction: After configuring the Token above, type commands directly in the chat: "Look up the latest data for asset ID 21" or "Monitor China Nuclear Power, notify me immediately if it drops below 9.5 yuan."
Zero-Friction Feedback: Found a bug? No need to hunt for support. Just tell the Agent "This feature has an error, please submit feedback" — the AI will auto-capture context and push it directly to our backend management system.

Admin Studio (Admin Only)

  • Authorization Management: Grant specific industry solutions (e.g. Stock Studio) to designated users.
  • Agent Scope Policies: Strictly control the underlying data scope and pass-through policies for all AI Agents across the platform, ensuring LLM data access security boundaries.
  • Tracking & Feedback: View site-wide PV/DAU heat zones; centrally handle user-submitted bugs and suggestions. Admin status updates sync back to the frontend in real-time via Webhook for closed-loop support.