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快速验证 Flask API 端点可用性，自动检测改动影响的接口并跑测试
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Basierend auf der SOC-Berufsklassifikation
Convert a data question into a dataset-profile plan (overview, schema, or quality). Use when the user asks what the dataset looks like, what columns/types exist, how many rows, or about data quality and missing values.
Convert a data question into a distribution plan for one numeric column (histogram or box plot). Use when the user asks about distribution, spread, outliers, or the shape of a single numeric variable.
Convert a data question into a time-series trend plan. Use when the user asks how a numeric value changes over time, monthly/weekly/daily trends, or seasonality.
Convert a data question into a correlation plan among numeric columns. Use when the user asks about relationships, correlation, or which variables move together.
Convert a data question into a visualization plan (bar/line/scatter/pie) for tabular data. Use when the user asks to compare, rank, trend by category, relate two numbers, or visualize a breakdown.
Convert a data question into a descriptive-statistics plan for tabular data. Use when the user asks for mean, median, variance, std, min, max, count, or grouped descriptive statistics.
| name | api-test |
| description | 快速验证 Flask API 端点可用性，自动检测改动影响的接口并跑测试 |
| disable-model-invocation | true |
用户输入 /api-test 或 /api-test <端点名称> 快速验证接口。
routes/api.py 最近改动，定位可能受影响的端点python -m pytest tests/test_api.py -v --tb=short -k "<关键词>"# 跑全部 API 测试
python -m pytest tests/test_api.py -v --tb=short
# 只跑对话相关端点
python -m pytest tests/test_api.py -v --tb=short -k "chat"
# 只跑图表相关端点
python -m pytest tests/test_api.py -v --tb=short -k "chart"
# 只跑 SSE 流相关端点
python -m pytest tests/test_api.py -v --tb=short -k "stream"
# 快速冒烟（只跑不报细节）
python -m pytest tests/test_api.py -q
| 端点 | 测试关键词 |
|---|---|
| GET /api/ping | ping |
| POST /api/upload | upload |
| GET /api/data/summary | summary |
| GET /api/data/preview | preview |
| GET /api/data/preprocess-report | preprocess |
| GET /api/data/quality | quality |
| GET /api/insights | insight |
| POST /api/chart/generate | chart_generate |
| GET /api/analysis/ | analysis |
| POST /api/chat | chat |
| GET /api/chat/history | history |
| POST /api/chat/reset | reset |
| POST /api/report/generate | report |
| POST /api/plan/generate | plan |
| POST /api/report/story | story |