[DOCKER] A story about cross-compiling a python package for AWS Lambda and deploying it serverless

I would like to know if there is a smarter way.

Trigger

I imported mysqlclient to connect to RDS (mysql / aurora) from AWS Lambda. It worked locally, so deploy it with serverless. When I test run it from the AWS Management Console, it doesn't work.

Apparently, mysqlclient contains native code, so I'm getting an error trying to run an image built on a Mac on linux.

It is a story that I tried various things to solve this area.

First try deploying as it is

By the way, the external package of python is managed by serverless-python-requirements.

--Reference: Management of external modules using Serverless Framework plugin

My service like this

ore-service
├── handler.py
├── requirements.py
├── requirements.txt
└── serverless.yml

Suppose that the content is like this.

requirements.txt

mysqlclient

handler.py

#!/use/bin/env python
# -*- coding: utf-8 -*-

import requirements
import MySQLdb

def lambda_handler(event, context):
    con = MySQLdb.connect(host='〜', db='〜', user='〜', passwd='〜', charset='utf8')
    cur = con.cursor()
    cur.execute("SELECT *FROM Somehow ~")

    ....(Abbreviation)

I get an error when I try to test run AWS Lambda from the AWS console with sls deploy. Log output has the following output.

Unable to import module 'handler': /var/task/_mysql.so: invalid ELF header

Oh, I see. I'm trying to run _mysql.so built on a Mac on linux.

Try using dockerizePip in serverless-python-requirements

serverless-python-requirements has an option called dockerizePip, and if you set it to true, it will cross-compile using the docker-lambda image. I will try it immediately.

serverless.yml looks like this:

serverless.yml

...(Abbreviation)

plugins:
  - serverless-python-requirements

custom:
  pythonRequirements:
    dockerizePip: true

...(Abbreviation)

So, unfortunately, I got an error when deploying.

$ sls deploy
Serverless: Installing required Python packages...

  Error --------------------------------------------------

     Command "python setup.py egg_info" failed with error
     code 1 in /tmp/pip-build-4MzA_g/mysqlclient/

This seems to be because the python-devel and mysql-devel needed to build mysqlclient are not in the docker image.

Cross-compile with lambci / lambda

[Source] of serverless-python-requirements (https://github.com/UnitedIncome/serverless-python-requirements/blob/master/index.js) When I looked at it, I could understand what I was doing. It's just like starting a container and doing pip install.

Then you can start the container yourself, enter with bash and install the necessary libraries. It looks like the following.

$ docker run -it --rm -v "$PWD":/var/task "lambci/lambda:build-python2.7" bash

bash-4.2# cd /var/task
bash-4.2# yum -y install python-devel mysql-devel
bash-4.2# pip install mysqlclient -t .
bash-4.2# cp /usr/lib64/mysql/libmysqlclient.so.18 .

Mount / var / task of the container to the local current. This area is a plagiarism of the processing around installRequirements () of the source that I saw earlier.

Then install the required libraries and pip. I also need libmysqlclient.so.18, so copy it.

serverless uploads the files and folders in the location of serverless.yml as a zip, so you can sls deploy as it is.

(Delete the dockerizePip: true that you added to serverless.yml earlier)

This will load the mysqlclient built for linux from within lambda and you can safely access your RDS.

Use different packages to load according to the execution environment

A problem occurred here. I can't run locally because I have a linux image of mysqlclient locally.

$ python handler.py
Traceback (most recent call last):
  File "handler.py", line 18, in <module>
    import MySQLdb
  File "./MySQLdb/__init__.py", line 19, in <module>
    import _mysql
ImportError: dlopen(./_mysql.so, 2): no suitable image found.  Did find:
        ./_mysql.so: unknown file type, first eight bytes: 0x7F 0x45 0x4C 0x46 0x02 0x01 0x01 0x00

Therefore, it is possible to switch the loading mysqlclient binary. The strategy is to put linux ELF under ./third-party/ and load it first if the execution environment is other than mac. The project root will not get dirty with external package folders.

The directory structure is as follows.

ore-service
├── third-party
│   ├── MySQLdb
│   ├── _mysql.so
│   ├── libmysqlclient.so.18
│ └── Other various files for linux
├── handler.py
├── requirements.py
├── requirements.txt
└── serverless.yml

Cross-compile as follows. (I just set the mount point to third-party /)

$ mkdir third-party
$ cd $_

$ docker run -it --rm -v "$PWD"/third-party/:/var/task "lambci/lambda:build-python2.7" bash

(same as above)

Then, python determines the OS and switches the loading destination. Insert third-party at the beginning of sys.path, and python doesn't seem to have LD_LIBRARY_PATH-like settings, so I'll load libmysqlclient.so.18 directly.

handler.py

import platform
if platform.system() != "Darwin":
    import sys
    import ctypes
    sys.path.insert(0, './third-party/')
    ctypes.CDLL("./third-party/libmysqlclient.so.18")

It's muddy, but I managed to achieve my goal.

After that, if you put the third-party directory in .gitignore and organize the cross-compilation process into a Dockerfile, it will be okay for configuration management.

Summary

Isn't it like this?