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What is Google Cloud Composer?

The managed capabilities of Cloud Composer, combined with its integration with Apache Airflow, allow users to focus on designing, scheduling, and managing their workflows without the hassle of resource management. Its ability to seamlessly connect with numerous Google Cloud services like BigQuery, Dataflow, Dataproc, Datastore, Cloud Storage, Pub/Sub, and AI Platform enables effective orchestration of data pipelines. Whether your workflows are local, in multiple cloud environments, or solely within Google Cloud, you can oversee everything through a single orchestration interface. This solution not only eases your migration to the cloud but also facilitates a hybrid data setup, enabling the coordination of workflows that traverse both on-premises and cloud infrastructures. By building workflows that link data, processing, and services across diverse cloud platforms, you can create a unified data ecosystem that promotes efficiency and boosts collaboration. Moreover, this cohesive strategy not only simplifies operational processes but also enhances resource efficiency across all environments, ultimately leading to improved performance and productivity. In leveraging these capabilities, organizations can better respond to evolving data needs and capitalize on the full potential of their cloud investments.

What is Apache Airflow?

Airflow is an open-source platform that facilitates the programmatic design, scheduling, and oversight of workflows, driven by community contributions. Its architecture is designed for flexibility and utilizes a message queue system, allowing for an expandable number of workers to be managed efficiently. Capable of infinite scalability, Airflow enables the creation of pipelines using Python, making it possible to generate workflows dynamically. This dynamic generation empowers developers to produce workflows on demand through their code. Users can easily define custom operators and enhance libraries to fit the specific abstraction levels they require, ensuring a tailored experience. The straightforward design of Airflow pipelines incorporates essential parametrization features through the advanced Jinja templating engine. The era of complex command-line instructions and intricate XML configurations is behind us! Instead, Airflow leverages standard Python functionalities for workflow construction, including date and time formatting for scheduling and loops that facilitate dynamic task generation. This approach guarantees maximum flexibility in workflow design. Additionally, Airflow’s adaptability makes it a prime candidate for a wide range of applications across different sectors, underscoring its versatility in meeting diverse business needs. Furthermore, the supportive community surrounding Airflow continually contributes to its evolution and improvement, making it an ever-evolving tool for modern workflow management.

Media

Media

Integrations Supported

IBM Databand
Pantomath
Acryl Data
Apache Airflow
Ardent
Beats
DQOps
DataHub
Dataform
Decube
Foundational
Google Cloud Dataflow
Google Cloud Dataproc
Google Cloud Pub/Sub
Google Cloud Storage
IRI FieldShield
Netdata
Python
Soda
lakeFS

Integrations Supported

IBM Databand
Pantomath
Acryl Data
Apache Airflow
Ardent
Beats
DQOps
DataHub
Dataform
Decube
Foundational
Google Cloud Dataflow
Google Cloud Dataproc
Google Cloud Pub/Sub
Google Cloud Storage
IRI FieldShield
Netdata
Python
Soda
lakeFS

API Availability

Has API

API Availability

Has API

Pricing Information

$0.074 per vCPU hour
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

cloud.google.com/composer

Company Facts

Organization Name

The Apache Software Foundation

Date Founded

1999

Company Location

United States

Company Website

airflow.apache.org

Categories and Features

Categories and Features

Workflow Management

Access Controls/Permissions
Approval Process Control
Business Process Automation
Calendar Management
Compliance Tracking
Configurable Workflow
Customizable Dashboard
Document Management
Forms Management
Graphical Workflow Editor
Mobile Access
No-Code
Task Management
Third Party Integrations
Workflow Configuration

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