Python中的AWS Lambda和Open CV的无服务器问题

我正在开发一种微服务，以分析上传到S3 AWS Bucket的图像.我正在使用无服务器框架.我正在使用virtualenv通过PIP和serverless-python-requirements插件安装依赖项，以将这些依赖项部署到Lambda函数.

I am developing a microservice to analyze an image uploaded to an S3 AWS Bucket. I am using Serverless framework. I am using virtualenv to install the dependencies with PIP and serverless-python-requirements plugin to deploy these dependencies to the Lambda function.

但是，由于缺少.so文件，部署微服务时出现错误.我得到的错误是

However I am having an error when I deploy the microservice because of a missing .so file. The error I get is

无法导入模块'handlers.image':libgthread-2.0.so.0:无法打开共享对象文件:没有此类文件

我的serverless.yml文件是

My serverless.yml file is

service: sls-covid

provider:
  name: aws
  runtime: python3.8
  profile: testuser
  stage: ${opt:stage, 'staging'}
  environment: ${file(environment.yml):${self:provider.stage}}
  region: ${self:provider.environment.REGION}

  iamRoleStatements:
    # para poder leer y escribir en el bucket
    - Effect: "Allow"
      Action:
        - "s3:*"
      Resource: "*"

custom:
  pythonRequirements:
    dockerizePip: non-linux


package:
  individually: true
  exclude:
    - node_modules/**
    - env/**
    - package.json
    - package-lock.json

functions:

  analyzeImage:
    # para analizar la imagen cuando se almacena en S3
    handler: handlers.image.analyze
    events:
      - s3:
          bucket: ${self:service}-${self:provider.stage}-images
          event: s3:ObjectCreated:*
          rules:
            - prefix: uploads/

plugins:
  - serverless-python-requirements

相关代码为:

import json
import logging
import boto3
from pydicom import dcmread
import numpy as np
# here the code stops working
import cv2
from pydicom.filebase import DicomBytesIO

logger = logging.getLogger()
logger.setLevel(logging.INFO)

s3 = boto3.client('s3')


def analyze(event, context):

    print("=== event: ", event)

    # code to read uploaded image from bucket and create a ds object 

    # code below is never executed since the error appears when the cv2 library is loaded  

    img = cv2.resize(ds.pixel_array, (224, 224))

我的requirements.txt内容如下:

And my requirements.txt contents is as follows:

numpy==1.18.4
opencv-python==4.2.0.34
pandas==1.0.3
pydicom==1.4.2
python-dateutil==2.8.1
pytz==2018.7
six==1.14.0

我的问题是.如何使用插件将opencv依赖项正确上传到我的lambda函数?我应该以其他方式执行此操作吗?

My question is. How can I properly upload opencv dependencies to my lambda function using the plugin? Should I do this in another way?

谢谢！