JIRA predictor

JIRA ticket predictor

Dataset

Get a jira dataset and unpack it

tar -xvf dataset_full.tar.gz

Preprocess

• Update the file users.yaml with valid users.
• Run preprocess.py

Training

• Use the notebook jira.ipynb or run the train.py file.

Model serving

Local serving

• Install requirements

pip install -r requirements-serving.txt

• Run

python serving.py

Serving using Docker

• Build a docker image

docker build -t serving .

• Run it

docker run -it --rm -p 8080:8080 serving

Test serving

• Run the serving_test.py

LINKS

ktrain