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https://github.com/infiniflow/ragflow.git
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Jin Hai
b73f030931
``` SHOW MODEL STATS; SHOW MODEL STATS DAYS 7; SHOW MODEL STATS FROM '2024-01-01' TO '2024-01-31'; SHOW MODEL STATS DAYS 7 'openai'; -- provider SHOW MODEL STATS DAYS 7 'openai' 'prod'; -- provider + instance SHOW MODEL STATS DAYS 7 'openai' 'prod' 'gpt-4o'; -- provider + instance + model SHOW MODEL STATS DAYS 7 BY DATE; SHOW MODEL STATS DAYS 7 BY MODEL; SHOW MODEL STATS DAYS 7 BY INSTANCE; SHOW MODEL STATS DAYS 7 BY PROVIDER; SHOW MODEL STATS DAYS 30 'openai' BY DATE; SHOW MODEL STATS DAYS 30 'openai' 'prod' BY MODEL; SHOW MODEL STATS DAYS 30 'openai' 'prod' 'gpt-4o' BY DATE; SHOW MODEL STATS FROM '2024-01-01' TO '2024-01-31' 'azure' BY INSTANCE; SHOW MODEL STATS FROM '2024-01-01' TO '2024-01-31' BY PROVIDER; ``` --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
(1). Deploy RAGFlow services and images
https://ragflow.io/docs/build_docker_image
(2). Configure the required environment for testing
Install Python dependencies (including test dependencies):
uv sync --python 3.13 --only-group test --no-default-groups --frozen
Activate the environment:
source .venv/bin/activate
Install SDK:
uv pip install sdk/python
Modify the .env file: Add the following code:
COMPOSE_PROFILES=${COMPOSE_PROFILES},tei-cpu
TEI_MODEL=BAAI/bge-small-en-v1.5
RAGFLOW_IMAGE=infiniflow/ragflow:v1.0.0-rc2 #Replace with the image you are using
Start the container（wait two minutes）:
docker compose -f docker/docker-compose.yml up -d
(3). Test Elasticsearch
a) Run sdk tests against Elasticsearch:
export HTTP_API_TEST_LEVEL=p2
export HOST_ADDRESS=http://127.0.0.1:9380 # Ensure that this port is the API port mapped to your localhost
pytest -s --tb=short --level=${HTTP_API_TEST_LEVEL} test/testcases/test_sdk_api
b) Run http api tests against Elasticsearch:
pytest -s --tb=short --level=${HTTP_API_TEST_LEVEL} test/testcases/test_http_api
(4). Test Infinity
Modify the .env file:
DOC_ENGINE=${DOC_ENGINE:-infinity}
Start the container:
docker compose -f docker/docker-compose.yml down -v
docker compose -f docker/docker-compose.yml up -d
a) Run sdk tests against Infinity:
DOC_ENGINE=infinity pytest -s --tb=short --level=${HTTP_API_TEST_LEVEL} test/testcases/test_sdk_api
b) Run http api tests against Infinity:
DOC_ENGINE=infinity pytest -s --tb=short --level=${HTTP_API_TEST_LEVEL} test/testcases/test_http_api