I have a python script that runs every minute with cronjob in a docker container Here is my Dockerfile
FROM python:3.8.3 AS base
RUN apt-get update
RUN apt-get -y install software-properties-common cron vim
RUN apt-get update
RUN apt-get -y install python3-pip
RUN pip3 install pandas
RUN pip3 install sklearn
RUN pip3 install SQLAlchemy
RUN pip3 install ConfigParser
RUN pip3 install psycopg2
RUN pip3 install numpy
RUN pip3 install xgboost
RUN pip3 install xlrd
RUN pip3 install matplotlib
FROM base AS publish
WORKDIR /app
COPY . /app
COPY crontab /etc/cron.d/crontab
COPY main.py /app/main.py
RUN chmod 0644 /etc/cron.d/crontab
RUN /usr/bin/crontab /etc/cron.d/crontab
CMD ["cron", "-f"]
Here is my crontab file
#run python script every minutes
* * * * * python /app/main.py > /proc/1/fd/1 2>/proc/1/fd/2
This is the beginning of my code:
import os
print("Code is running")
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from pandas import DataFrame
from pandas import concat
from calendar import monthrange
from datetime import date
import pickle
from sqlalchemy import create_engine
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import sessionmaker
from sqlalchemy import Column, String, Integer, LargeBinary
from my_ml_library.regressor import Regressor
.......
When i build an image from this dockerfile and run it, the script prints in every minute:
Code is running Traceback (most recent call last): File "/app/main.py", line 3, in import numpy as np ImportError: No module named numpy
On the other hand, if i run my code in a docker container without using cron, it works correctly. How could i run my code correctly?
