.project-metadata.yaml

name: Image Analysis
description: Prototype to demonstrate semantic image search
author: Cloudera Engineer
specification_version: 1.0
prototype_version: 1.0
date: "2020-09-29"
api_version: 1

 

tasks:
  - type: create_job
    name: Install dependencies
    entity_label: install_deps
    script: cml/install_dependencies.py
    arguments: None
    short_summary: Job to install dependencies and download training data.
    cpu: 2
    memory: 4
    environment:
      TASK_TYPE: CREATE/RUN_JOB
    kernel: python3

  - type: run_job
    entity_label: install_deps
    short_summary: Running install dependencies training job.
    long_summary: >-
      Running the job to install dependencies.

  - type: create_job
    name: Create FAISS index
    entity_label: create_index
    script: cml/create_index.py
    arguments: None
    short_summary: Job to create FAISS index.
    cpu: 2
    memory: 4
    environment:
      TASK_TYPE: CREATE/RUN_JOB
    kernel: python3

  - type: run_job
    entity_label: create_index
    short_summary: Running FAISS index creation job.
    long_summary: >-
      Running FAISS index creation job.

  - type: start_application
    name: Application to serve UI
    subdomain: imageanalysis
    script: app/backend/app.py
    environment_variables:
      TASK_TYPE: START_APPLICATION
    kernel: python3