[nginx] Docker Networking - nginx: [emerg] host not found in upstream

This can be solved with the mentioned depends_on directive since it's implemented now (2016):

version: '2'
  services:
    nginx:
      image: nginx
      ports:
        - "42080:80"
      volumes:
        - ./config/docker/nginx/default.conf:/etc/nginx/conf.d/default.conf:ro
      depends_on:
        - php

    php:
      build: config/docker/php
      ports:
        - "42022:22"
      volumes:
        - .:/var/www/html
      env_file: config/docker/php/.env.development
      depends_on:
        - mongo

    mongo:
      image: mongo
      ports:
        - "42017:27017"
      volumes:
        - /var/mongodata/wa-api:/data/db
      command: --smallfiles

Successfully tested with:

$ docker-compose version
docker-compose version 1.8.0, build f3628c7

Find more details in the documentation.

There is also a very interesting article dedicated to this topic: Controlling startup order in Compose

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