数据分析

Query paginated product trade data for a company — retrieve product names with trade counts,amounts, quantities, and associated HS codes for product-mix analysis. Enables paginatedproduct queries, company product trade details, import-export product breakd

试用

Query paginated product trade data for a company — retrieve product names with trade counts, amounts, quantities, and associated HS codes for product-mix analysis. Trigger: customs product list, paginated product query, company product trade details, import-export product breakdown, trade product drill-down

它能做什么

Query paginated product trade data for a company — retrieve product names with trade counts, amounts, quantities, and associated HS codes for product-mix analysis. Trigger: customs product list, paginated product query, company product trade details, import-export product breakdown, trade product drill-down

技能文档

Customs Company Product Trade List

Query paginated product trade data for a company from customs data using the UpKuaJing Open Platform API.

Overview

This skill provides access to paginated product trade data from UpKuaJing's customs database. Given a company ID and company type, it returns a list of products with trade statistics including trade count, amount, quantity, weight, percentage, and associated HS codes.

Running Scripts

Environment Setup

  1. Check Python: python --version
  2. Install dependencies: pip install -r requirements.txt

Script directory: scripts/*.py Run example: python scripts/*.py

Important: Always use direct script invocation like python scripts/customs_company_product_list.py. Do NOT use shell compound commands like cd scripts && python customs_company_product_list.py

Company Product List Query (customs_company_product_list.py)

  • Return granularity: One record per product
  • Use cases: Browse through a company's traded products with detailed stats, analyze product mix and associated HS codes
  • Examples:
    • "List products for company 100001 as a supplier"
    • "Get product trade details for company 100001 as a buyer"
  • Parameters: See Company Product List API

API Key and Top-up

This skill requires an API key. The API key is stored in the ~/.upkuajing/.env file:

cat ~/.upkuajing/.env

Example file content:

UPKUAJING_API_KEY=your_api_key_here

API Key Not Set

First check if the ~/.upkuajing/.env file has UPKUAJING_API_KEY; If UPKUAJING_API_KEY is not set, prompt the user to choose:

  1. User has one: User provides it (manually add to ~/.upkuajing/.env file)
  2. User doesn't have one: You can apply using the interface (auth.py --new_key), the new key will be automatically saved to ~/.upkuajing/.env Wait for user selection;

Account Top-up

When API response indicates insufficient balance, explain and guide user to top up:

  1. Create top-up order (auth.py --new_rec_order)
  2. Based on order response, send payment page URL to user, guide user to open URL and pay, user confirms after successful payment;

Get Account Information

Use this script to get account information for UPKUAJING_API_KEY: auth.py --account_info

API Key and UpKuaJing Account

Fees

All API calls incur fees, different interfaces have different billing methods.

Latest pricing: Users can visit Detailed Price Description Or use: python scripts/auth.py --price_info (returns complete pricing for all interfaces)

Query Billing Rules

Billed by number of calls, each call returns a page of product list for one company:

  • Each API call incurs a fee
  • Before execution:
    1. Inform user that this query will incur a fee
    2. Stop, wait for explicit user confirmation in a separate message, then execute script

Fee Confirmation Principle

Any operation that incurs fees must first inform and wait for explicit user confirmation. Do not execute in the same message as the notification.

Workflow

Decision Guide

User IntentUse API
"List products for company 100001 as a supplier"Company Product List Query
"Show product trade breakdown for company 100001"Company Product List Query

Usage Examples

Query Company Product List

User request: "List products for company 100001 as a supplier"

python scripts/customs_company_product_list.py --params '{"companyId":100001,"companyType":1}'

Query the next page:

python scripts/customs_company_product_list.py --params '{"companyId":100001,"companyType":1,"cursor":"eyJsYXN0X2lkIjogMTAwMX0="}'

Query with filters:

python scripts/customs_company_product_list.py --params '{"companyId":100001,"companyType":1,"dateStart":1700000000000,"dateEnd":1735689599999,"port":"BUSAN"}'

Error Handling

  • API key invalid/non-existent: Check UPKUAJING_API_KEY in ~/.upkuajing/.env file
  • Insufficient balance: Guide user to top up
  • Invalid parameters: Must first check the corresponding API documentation in references/ directory, get correct parameter names and formats from documentation, do not guess

API Documentation Reference

  • Company Product List: Check references/customs-company-product-list-api.md

Best Practices

  1. Check API documentation:

    • Before executing queries, must first check the corresponding API reference documentation
    • Check references/customs-company-product-list-api.md
    • Do not guess parameter names, get accurate parameter names and formats from documentation
  2. Pagination:

    • Use the cursor parameter from the response to fetch the next page
    • If no cursor is returned in the response, there are no more pages
  3. Data interpretation:

    • Each product entry includes its associated hscodes array — use this to understand which HS codes map to each product
    • percentTrade is the percentage of trade (as a decimal, e.g., 12.34 means 12.34%)
  4. Cross-skill usage:

    • The company ID can be obtained from customs-company-stats or upkuajing-customs-trade-company-search
    • Product names from results can be used to search for similar companies in upkuajing-customs-trade-company-search

Notes

  • companyType determines the company's role (1=supplier, 2=buyer)
  • Use cursor for pagination — it's a base64-encoded string
  • product list supports hscodes filter, use it to find products associated with specific HS codes
  • File paths use forward slashes on all platforms
  • Prohibit outputting technical parameter format: Do not display code-style parameters in responses, convert to natural language
  • Do not estimate or guess per-call fees — use python scripts/auth.py --price_info to get accurate pricing information
  • Do not guess parameter names, get accurate parameter names and formats from documentation

Other UpKuaJing skills you might find useful:

  • customs-company-area-stats — Query company trade area statistics
  • customs-company-area-list — Query company trade area list
  • customs-company-hscode-stats — Query company trade HS code statistics
  • customs-company-hscode-list — Query company trade HS code list
  • customs-company-port-list — Query company trade port list
  • customs-company-stats — Query company basic trade statistics
  • customs-company-trends — Query company trade trends (monthly breakdown)
  • customs-company-partner-stats — Query company trade partner distribution
  • upkuajing-customs-trade-company-search — Search customs trade companies
  • upkuajing-global-company-people-search — Unified company and people search across all sources

相关技能

Query paginated HS code trade data for a company — retrieve HS codes with trade counts, amounts, and percentages for supplier product-mix analysis. Trigger: customs HS code list, paginated HS code query, company product category details, trade classification breakdown, HS code drill-down

Query company customs trade statistics by HS code dimension — analyze HS code distribution, trade volume breakdown, and monthly trade trends. Trigger: customs HS code statistics, trade HS code analysis, company product category breakdown, import-export classification analysis, global trade code intelligence

Query paginated trade-area data for a company — retrieve country/region breakdowns with trade counts, amounts, and percentages for market-analysis. Trigger: customs area list, paginated region query, company trade country breakdown, import-export market analysis, trade region drill-down

Query paginated national trade list data — retrieve country-level trade breakdowns with annual, quarterly, and monthly trade volumes for market analysis. Trigger: country trade list, paginated trade query, national trade breakdown, import export country comparison, trade volume by country

Query paginated port trade data for a company — retrieve port-level trade statistics with counts, amounts, and percentages for logistics analysis. Trigger: customs port list, paginated port query, company trade port details, import-export port analysis, trade logistics drill-down

Query import/export trade trend data — retrieve monthly trade volume trends within a specified time range, with cursor-based pagination. Trigger: trade trend, import export trend, monthly trade volume, trade time series, trade date range query