# compute_api

**Repository Path**: dufzh/compute_api

## Basic Information

- **Project Name**: compute_api
- **Description**: numpy接口
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2026-03-16
- **Last Updated**: 2026-03-17

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Compute API

A computation service API based on FastAPI for performing various algorithmic processing on sensor data.

## Project Overview

Compute API is a lightweight computation service providing online processing capabilities for sensor data. It supports multiple algorithms, including commonly used data processing methods such as moving average and outlier removal.

## Features

- **RESTful API Endpoint**: Provides the `/api/compute` endpoint for data computation
- **Algorithm Support**:
  - Moving Average
  - Remove Outliers
- **Dynamic Reloading**: Supports dynamic reloading of algorithm modules via the `/api/system/reload` endpoint
- **SQLite Storage**: Built-in SQLite database for data persistence

## Technology Stack

- Python 3.x
- FastAPI - A modern, high-performance web framework
- Pydantic - Data validation
- SQLite - Lightweight database

## Quick Start

### Install Dependencies

```bash
pip install -r requirements.txt
```

### Start the Service

```bash
python main.py
```

The service runs by default at `http://localhost:8000`

### API Documentation

After starting the service, access the following URLs to view the interactive API documentation:

- Swagger UI: `http://localhost:8000/docs`
- ReDoc: `http://localhost:8000/redoc`

## API Usage Examples

### Compute Endpoint

**Request Example:**

```bash
curl -X POST "http://localhost:8000/api/compute" \
  -H "Content-Type: application/json" \
  -d '{
    "algorithm": "moving_average",
    "data": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],
    "params": {"window": 3}
  }'
```

### Reload Algorithms

```bash
curl -X POST "http://localhost:8000/api/system/reload"
```

## Project Structure

```
.
├── main.py              # Main program, containing API endpoint definitions
├── algorithms.py        # Algorithm implementations
├── requirements.txt     # Python dependencies
├── sensor_data.csv      # Sample sensor data
├── sim_data_linspace.py # Simulated data generator
├── sqlite.db            # SQLite database
├── env.txt              # Environment configuration
└── .gitignore           # Git ignore configuration
```

## License

This project is for learning and communication purposes only.