aws-lambda-tensorflow

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aws-lambda-tensorflow

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Gulp plugin to deploy tensorflow in aws lambda

// repository documentation

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# aws-lambda-tensorflow

A gulp plugin to deploy python tensorflow in aws lambda.

## Prerequisites

This plugin assumes you have aws-cli installed and configured with proper access rights to use aws lambda.

## Installation

```
npm install --save-dev aws-lambda-tensorflow
```

## Usage

```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'));
});

```

## API

### aws_lamda_tensorflow(options)

#### options

##### region(mandatory)

Six lambda available regions.

Type: `string`<br>
values: `ap-northeast-1, ap-southeast-2, eu-central-1, eu-west-1, us-east-1, us-west-2`

##### version (optional)

Use the specified version of tensorflow.

Check this [repository](https://github.com/anandanand84/aws-lambda-tensorflow-dependencies) for the available versions

Type: `string`<br>
Default: `LATEST`

## Sample Project

[sample-tensorflow-aws-lambda](https://github.com/anandanand84/sample-aws-lambda-tensorflow)

## Contributing

Just give a pull request.

See Creating-Dependency.md.

aws-lambda-tensorflow

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