Dataform

Dataform

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About

Dataform enables data analysts and data engineers to develop and operationalize scalable data transformation pipelines in BigQuery using only SQL from a single, unified environment. Its open source core language lets teams define table schemas, configure dependencies, add column descriptions, and set up data quality assertions within a shared code repository while applying software development best practices, version control, environments, testing, and documentation. A fully managed, serverless orchestration layer automatically handles workflow dependencies, tracks lineage, and executes SQL pipelines on demand or via schedules in Cloud Composer, Workflows, BigQuery Studio, or third-party services. In the browser-based development interface, users get real-time error feedback, visualize dependency graphs, connect to GitHub or GitLab for commits and code reviews, and launch production-grade pipelines in minutes without leaving BigQuery Studio.

About

Organizations continuously strive to be more data-driven, building dashboards, analytics, and data pipelines across the modern data stack. Unfortunately, most organizations struggle with data reliability issues leading to poor business decisions and lack of trust in data as an organization, directly impacting their bottom line. Resolving complex data issues is a manual and time-consuming process involving multiple teams all relying on tribal knowledge to manually reverse engineer complex data pipelines across different platforms to identify root-cause and understand the impact. Pantomath is a data pipeline observability and traceability platform for automating data operations. It continuously monitors datasets and jobs across the enterprise data ecosystem providing context to complex data pipelines by creating automated cross-platform technical pipeline lineage.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Data analysts and engineers requiring a solution to build, test, document, and orchestrate production-ready BigQuery data pipelines

Audience

Organizations searching for an end-to-end observability and traceability solution for data pipelines

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Supported

Training

Documentation Not Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Company Information

Google
Founded: 1998
United States
cloud.google.com/dataform

Company Information

Pantomath
Founded: 2022
United States
www.getpantomath.com

Alternatives

dbt

dbt

dbt Labs

Alternatives

REGRESSwise

REGRESSwise

iQspeaks Limited
Y42

Y42

Datos-Intelligence GmbH

Categories

Data Pipeline Supported

Categories

Data Observability Supported
Data Pipeline Supported

Integrations

Google Cloud BigQuery Supported
Google Cloud Managed Service for Apache Airflow Supported
Active Directory Not Supported
Auth0 Not Supported
Databricks Not Supported
Dataiku Not Supported
Fivetran Not Supported
Google Chat Not Supported
Google Workspace Not Supported
IBM DataStage Not Supported
Informatica Cloud Application Integration Not Supported
Microsoft Power BI Not Supported
Okta Not Supported
Opsgenie Not Supported
Qlik Sense Not Supported
SAP BusinessObjects Business Intelligence Not Supported
SQL Server Not Supported
ServiceNow Not Supported
Slack Not Supported
Tableau Not Supported

Integrations

Google Cloud BigQuery Supported
Google Cloud Managed Service for Apache Airflow Supported
Active Directory Supported
Auth0 Supported
Databricks Supported
Dataiku Supported
Fivetran Supported
Google Chat Supported
Google Workspace Supported
IBM DataStage Supported
Informatica Cloud Application Integration Supported
Microsoft Power BI Supported
Okta Supported
Opsgenie Supported
Qlik Sense Supported
SAP BusinessObjects Business Intelligence Supported
SQL Server Supported
ServiceNow Supported
Slack Supported
Tableau Supported
Claim Dataform and update features and information
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