btphan95

#deep learning libraries
from fastai.vision import *
import torch
defaults.device = torch.device('cpu')

#web frameworks
from starlette.applications import Starlette
from starlette.responses import JSONResponse, HTMLResponse, RedirectResponse
import uvicorn
import aiohttp

btphan95

FROM python:3.6-slim-stretch

RUN apt update
RUN apt install -y python3-dev gcc

ADD requirements.txt requirements.txt
ADD export.pkl export.pkl
ADD app.py app.py

# Install required libraries

btphan95

#required libraries
aiohttp==3.6.2
fastai==1.0.61
Pillow==7.1.1
python-multipart==0.0.5
starlette==0.13.3
torch==1.5.0
torchvision==0.6.0
uvicorn==0.11.3

btphan95

from datetime import timedelta
# The DAG object; we'll need this to instantiate a DAG
from airflow import DAG
# Operators; we need this to operate!
from airflow.operators.bash_operator import BashOperator
from airflow.utils.dates import days_ago
# These args will get passed on to each operator
# You can override them on a per-task basis during operator initialization
default_args = {
    'owner': 'Binh Phan',