sam-serving

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Table of Contents

• Features
• Installation
• Reference
• License

Features

• ⚡ FastAPI for the Python backend API.

  • 🧰 SQLModel for the Python SQL database interactions (ORM).
  • 🔍 Pydantic, used by FastAPI, for the data validation and settings management.
  • 💾 PostgreSQL as the SQL database.

• ⚡ SAM Model for the Segmentation Moodel.

  • sam

• 🐋 Docker Compose for development and production.

• 🔒 Secure password hashing by default.

• 🔑 JWT (JSON Web Token) authentication.

• 📫 Email based password recovery.

• ✅ Tests with Pytest.

Build

hatchling

Installation

pip install sam-serving

Run Server

debug

python server.py --capacity 128 --timeout 3600000 --wait 10 --address 0.0.0.0 --port 8001 --debug --log-level debug

参数解释： https://mosecorg.github.io/mosec/reference/arguments.html

 --timeout TIMEOUT     Service timeout for one request (milliseconds)
                        (default: 3000)
 --wait WAIT           [deprecated] Wait time for the batcher to batch
                        (milliseconds) (default: 10)
 --log-level {debug,info,warning,error}
                        Configure the service log level (default: info)
 --dry-run             Dry run the service with provided warmup examples (if
                        any). This will omit the worker number for each stage.
                        (default: False)

open http://127.0.0.1:8001/openapi/swagger/

Reference

• full-stack-fastapi-template
• gradio

License

sam-serving is distributed under the terms of the MIT license.