cosmic-cortex

import pandas as pd

from fastapi import File, UploadFile, HTTPException
from starlette.status import HTTP_422_UNPROCESSABLE_ENTITY


@app.post("/predict_csv")
def predict_csv(csv_file: UploadFile = File(...), model: Model = Depends(get_model)):
    try:
        df = pd.read_csv(csv_file.file).astype(float)

cosmic-cortex

FROM ubuntu:19.10

COPY ./api /api/api
COPY requirements.txt /requirements.txt

RUN apt-get update \
    && apt-get install python3-dev python3-pip -y \
    && pip3 install -r requirements.txt

ENV PYTHONPATH=/api

cosmic-cortex

version: "3"

services:
  fastapi-ml-quickstart:
    build: .
    ports:
      - 8000:8000

cosmic-cortex

# This GitHub action describes the continuous integration workflow for pull requests to master.

name: ci

on:
  pull_request:
    branches:
      - master
  push:
    branches:

cosmic-cortex

version: "3"

services:
  fastapi-ml-quickstart:
    build: .
    ports:
      - 8000:8000
    entrypoint: ["pytest"]