A gulp plugin to deploy python tensorflow in aws lambda.
npm install aws-lambda-tensorflowA gulp plugin to deploy python tensorflow in aws lambda.
This plugin assumes you have aws-cli installed and configured with proper access rights to use aws lambda.
``
npm install --save-dev aws-lambda-tensorflow
`javascript
'use strict';
//npm install --save gulp gulp-zip gulp-awslambda
const gulp = require('gulp');
const zip = require('gulp-zip');
const path = require('path');
const lambda = require('gulp-awslambda');
const aws_lamda_tensorflow = require('aws-lambda-tensorflow');
const lambda_params = {
FunctionName: 'addtensorflow', / Lambda function name /
Description: 'My tensorflow lambda function that adds two numbers', //Description for your lambda function
Handler: 'simple_add.lambda_handler', //Assuming you will provide main.py file with a function called handler.
MemorySize: 512,
Runtime: 'python2.7',
Role : 'ROLE_STRING',//eg:'arn:aws:iam::[Account]:role/lambda_basic_execution'
Timeout: 50
};
var opts = {
region : 'ap-southeast-2'
}
gulp.task('default', () => {
return gulp.src(['simple_add.py'])
.pipe(aws_lamda_tensorflow({ region : 'ap-southeast-2' })) //Adds all the required files needed to run tensor flow in aws lambda
.pipe(zip('archive.zip'))
.pipe(lambda(lambda_params, opts))
.pipe(gulp.dest('dist'));
});
`
#### options
##### region(mandatory)
Six lambda available regions.
Type: string
values:
##### version (optional)
Use the specified version of tensorflow.
Check this repository for the available versions
Type: string
Default:
Just give a pull request.
See Creating-Dependency.md.