Software Alternatives, Accelerators & Startups

Google Cloud Dataflow VS Docker Compose

Compare Google Cloud Dataflow VS Docker Compose and see what are their differences

Google Cloud Dataflow logo Google Cloud Dataflow

Google Cloud Dataflow is a fully-managed cloud service and programming model for batch and streaming big data processing.

Docker Compose logo Docker Compose

Define and run multi-container applications with Docker
  • Google Cloud Dataflow Landing page
    Landing page //
    2023-10-03
  • Docker Compose Landing page
    Landing page //
    2024-05-23

Google Cloud Dataflow videos

Introduction to Google Cloud Dataflow - Course Introduction

More videos:

  • Review - Serverless data processing with Google Cloud Dataflow (Google Cloud Next '17)
  • Review - Apache Beam and Google Cloud Dataflow

Docker Compose videos

Docker Compose | Containerizing MEAN Stack Application | DevOps Tutorial | Edureka

More videos:

  • Demo - What is Docker Compose? (with demo)

Category Popularity

0-100% (relative to Google Cloud Dataflow and Docker Compose)
Big Data
100 100%
0% 0
Developer Tools
0 0%
100% 100
Data Dashboard
100 100%
0% 0
DevOps Tools
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Google Cloud Dataflow and Docker Compose

Google Cloud Dataflow Reviews

Top 8 Apache Airflow Alternatives in 2024
Google Cloud Dataflow is highly focused on real-time streaming data and batch data processing from web resources, IoT devices, etc. Data gets cleansed and filtered as Dataflow implements Apache Beam to simplify large-scale data processing. Such prepared data is ready for analysis for Google BigQuery or other analytics tools for prediction, personalization, and other purposes.
Source: blog.skyvia.com

Docker Compose Reviews

We have no reviews of Docker Compose yet.
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Social recommendations and mentions

Google Cloud Dataflow might be a bit more popular than Docker Compose. We know about 14 links to it since March 2021 and only 12 links to Docker Compose. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Google Cloud Dataflow mentions (14)

  • How do you implement CDC in your organization
    Imo if you are using the cloud and not doing anything particularly fancy the native tooling is good enough. For AWS that is DMS (for RDBMS) and Kinesis/Lamba (for streams). Google has Data Fusion and Dataflow . Azure hasData Factory if you are unfortunate enough to have to use SQL Server or Azure. Imo the vendored tools and open source tools are more useful when you need to ingest data from SaaS platforms, and... Source: over 1 year ago
  • Here’s a playlist of 7 hours of music I use to focus when I’m coding/developing. Post yours as well if you also have one!
    This sub is for Apache Beam and Google Cloud Dataflow as the sidebar suggests. Source: over 1 year ago
  • How are view/listen counts rolled up on something like Spotify/YouTube?
    I am pretty sure they are using pub/sub with probably a Dataflow pipeline to process all that data. Source: over 1 year ago
  • Best way to export several GCP datasets to AWS?
    You can run a Dataflow job that copies the data directly from BQ into S3, though you'll have to run a job per table. This can be somewhat expensive to do. Source: over 1 year ago
  • Why we don’t use Spark
    It was clear we needed something that was built specifically for our big-data SaaS requirements. Dataflow was our first idea, as the service is fully managed, highly scalable, fairly reliable and has a unified model for streaming & batch workloads. Sadly, the cost of this service was quite large. Secondly, at that moment in time, the service only accepted Java implementations, of which we had little knowledge... - Source: dev.to / about 2 years ago
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Docker Compose mentions (12)

  • Llama3 Implemented from Scratch
    https://github.com/docker/compose This seems to really just be "old0man-yelling-at-clouds-syndrome" I for one welcome anime girls in readmes and hope to see more of it in the future if only because it seems to bother some of the old hoagies in the world for some reason. - Source: Hacker News / 4 days ago
  • Monitoring symfony messenger listening to the worker events
    Docker and docker compose: We will use docker as a container manager and docker-compose as a tool to configure and start a redis container. If you have not used them so far, refer to the links to install them. - Source: dev.to / 7 months ago
  • Demystifying MLOps: Week 1
    To get the latest release of Docker Compose, go to https://github.com/docker/compose and download the release for your OS. - Source: dev.to / 11 months ago
  • Set up a multi-container app with docker compose
    Most of the newer versions of Docker Desktop already comes with docker compose command, although, you can always check the installation instructions at their official GitHub repository. - Source: dev.to / over 1 year ago
  • We Should Do Better Job of Visualizing Codebase
    Let's take an example - let's go to docker-compose repo page in Github and try to make sense of it. The first thing you gonna see there is: Looks impressive isn't it? Just another list of folder names and files which gives us only one idea - the project does consist of folders and files. Awesome thing, at list I know now that it doesn't consist of dragons and wizards, that is something which helps me as an... - Source: dev.to / over 1 year ago
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What are some alternatives?

When comparing Google Cloud Dataflow and Docker Compose, you can also consider the following products

Amazon EMR - Amazon Elastic MapReduce is a web service that makes it easy to quickly process vast amounts of data.

Kubernetes - Kubernetes is an open source orchestration system for Docker containers

Google BigQuery - A fully managed data warehouse for large-scale data analytics.

Rancher - Open Source Platform for Running a Private Container Service

Databricks - Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.‎What is Apache Spark?

Docker Swarm - Native clustering for Docker. Turn a pool of Docker hosts into a single, virtual host.