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A web application which uses machine learning techniques to predict the bugs in the source code during early stages of development when the GitHub link of the project is given as the input to the website.

License: Apache License 2.0

JavaScript 47.31% CSS 3.82% EJS 43.86% Python 4.21% Dockerfile 0.59% Shell 0.21%

softwarebugpredictor's Introduction

SoftwareBugPredictor

A web application which uses machine learning techniques to predict the bugs in the source code during early stages of development when the GitHub link of the project is given as the input to the website.

The app is available at docker hub here

Uploading to S3 bucket

Before uploading to s3 bucket the following environment variable is required

env variable description
AWS_BUCKET_NAME aws bucket name
AWS_BUCKET_REGION aws bucket region
AWS_ACCESS_KEY user access key
AWS_SECRET_KEY user secret key

REST API endpoints to upload file

HTTP description
POST /s3/upload upload file with the name bugpredictorfile
GET /s3/download/:keyfile downloads file from s3 bucket

A user has to be authenticated to save a file in the S3 bucket. Below is a format of the http headers to upload a file in s3 bucket;

POST /s3/upload HTTP/1.1
Content-Length: 223
Content-Type: multipart/form-data;
Content-Disposition: form-data; name="bugpredictorfile";
Content-Type:

softwarebugpredictor's People

Contributors

naiduveeravishnuvardhan avatar joshm998 avatar mbaireann avatar govindarajan-sowmya avatar dbparikh avatar

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