omrylcn / docker_cellar

Mostly Docker+API+Python+ML

Docker Cellar

This repo contains docker works,notes,examples.

Example Descriptions

• 1-Basic_App : Basic docker example, it is a image convert app. It converts a rgb image to a gray image.

  • Folder :

    • data/input : input image place
    • data/output : output image place
    • data/param : paramter file place

  • Usage :

    - cd 1-Basic_App
    - docker build -t {example_image_name} .
    - docker run -it --rm -v "$(pwd)"/app:/app/ --name {example_container_name} {example_image_name}

• 2-API : Simple Flask api for image process.

  • Folder:

    • app : example folder. It contains image folders and python scripts.

  • Usage:

    - docker build -t {example_image_name} .
    - docker run --rm -it -v "$(pwd)"/app:/app --name test -p 5000:5000 {example_image_name} 
    - localhost:5000/inputs : show input image names
    - localhost:5000/convert : convert input images to grey images
    - localhost:5000/outputs : show grey image names

• 3-Nginx (To do)

• 4-Tensorflow_Server : Tensorflow/serving with Docker image example.

  • Description:

    • It is used fashion mnist data and created a REST API server via docker images.

  • Usage:

    • Just open notebook file and run cells

• 5-PostgreSQL_and_pgAdmin

  • Description:

    • It is a docker-compose file to run both of them.
    • If want to custom ports and users,paswords, it can be do via compose-file.

  • Usage:

    • Go project directory
    • docker-compose up
    • Run pgAdmin like standart way