# Coalesce Transform Documentation > Transform setup, pipelines, deploy, reference, guides, and organization docs. This file contains links to documentation sections following the llmstxt.org standard. ## Table of Contents - [Architecture](https://docs.coalesce.io/docs/architecture-and-security/architecture.md): The Coalesce application consists of a GUI frontend and the accompanying back-end cloud. - [Coalesce Subprocessors](https://docs.coalesce.io/docs/architecture-and-security/coalesce-subprocessors.md): Coalesce Automation Inc. (Coalesce) uses certain subprocessors to assist it in providing its services as described in the Terms of Service (TOS). - [Security](https://docs.coalesce.io/docs/architecture-and-security/security.md): The Coalesce platform has been engineered to satisfy the security and governance requirements of enterprise customers. - [Filter Node Output with SELECT Statements](https://docs.coalesce.io/docs/build-your-pipeline/build-how-to/how-to-filter-node-output-with-select-statements.md): Learn proper data filtering techniques in Coalesce using SELECT statements and WHERE conditions. Understand how data flows work in Coalesce pipelin... - [Fix Un-Linked References in Sub-Graphs in Coalesce](https://docs.coalesce.io/docs/build-your-pipeline/build-how-to/how-to-fix-un-linked-references-in-sub-graphs-in-coalesce.md): Troubleshoot and resolve un-linked reference issues in Coalesce Sub-Graphs with proven solutions. Learn how to use ref_link() and ref_no_link() mac... - [How to use GROUP BY](https://docs.coalesce.io/docs/build-your-pipeline/build-how-to/how-to-group-by.md): Master GROUP BY operations in Coalesce for effective data aggregation and fact table creation. Learn how to implement SQL GROUP BY clauses in the J... - [Include Multiple SQL Statements in the Override SQL Part of a View Node](https://docs.coalesce.io/docs/build-your-pipeline/build-how-to/how-to-include-multiple-sql-statements-in-the-override-sql-part-of-a-view-node.md): Overcome Coalesce view node limitations by executing multiple SQL statements using stage-based override techniques. Learn to implement sequential S... - [Load DISTINCT Values Into a Node](https://docs.coalesce.io/docs/build-your-pipeline/build-how-to/how-to-load-distinct-values-into-a-node.md): Load distinct values into Coalesce nodes using multiple proven techniques including View node DISTINCT toggles, GROUP BY ALL clauses, and custom no... - [Preserving Column Lineage When Using SQL Statements](https://docs.coalesce.io/docs/build-your-pipeline/build-how-to/how-to-preserving-column-lineage-when-using-sql-statements.md): Preserve column lineage visibility in Coalesce when using complex SQL statements by implementing qualified column naming conventions. Learn best pr... - [Self-Join a Coalesce Node to Itself](https://docs.coalesce.io/docs/build-your-pipeline/build-how-to/how-to-self-join-a-coalesce-node-to-itself.md): Implement self-joins in Coalesce data pipelines using ref_no_link functions to connect nodes to themselves for hierarchical data structures and com... - [Use Snowflake User Defined Functions (UDF)](https://docs.coalesce.io/docs/build-your-pipeline/build-how-to/how-to-use-snowflake-user-defined-functions-udf.md): Integrate Snowflake User Defined Functions (UDF) seamlessly into Coalesce data transformation workflows using ref_no_link references and storage lo... - [Use the Coalesce Test Stage Macro](https://docs.coalesce.io/docs/build-your-pipeline/build-how-to/how-to-use-the-coalesce-test-stage-macro.md): Create custom data validation tests in Coalesce using the powerful test_stage() macro for advanced data quality control beyond built-in testing cap... - [How To Build Your Data Pipelines](https://docs.coalesce.io/docs/build-your-pipeline/build-how-to.md): Comprehensive collection of practical how-to guides for building, optimizing, and managing data pipelines in Coalesce. Master advanced techniques i... - [Migrate a CTE to Coalesce](https://docs.coalesce.io/docs/build-your-pipeline/build-how-to/migrate-a-cte-to-coalesce.md): Migrate Common Table Expressions (CTEs) to Coalesce's pipeline-based architecture for improved data transformation scalability and maintainability.... - [SCD Type 2 Change Detection and String Case](https://docs.coalesce.io/docs/build-your-pipeline/build-how-to/scd-type2-case-and-change-detection.md): Coalesce SCD Type 2 Dimension Nodes rely on warehouse SQL equality for change tracking. Learn why letter case can open new versions on BigQuery, Da... - [Bulk Editing](https://docs.coalesce.io/docs/build-your-pipeline/column-bulk-editor.md): Master Coalesce's bulk column editing capabilities for efficient data pipeline development. Learn how to simultaneously modify multiple columns usi... - [Column Lineage and Propagation](https://docs.coalesce.io/docs/build-your-pipeline/column-lineage.md): Explore Coalesce's comprehensive column lineage and propagation capabilities for complete data transformation traceability. Learn how to visualize ... - [Create and Manage Nodes Using the API](https://docs.coalesce.io/docs/build-your-pipeline/create-manage-nodes-api.md): Learn how to create and manage Coalesce Nodes programmatically using the REST API. This technical guide covers API endpoints for creating Workspace... - [Data Quality Testing](https://docs.coalesce.io/docs/build-your-pipeline/data-quality-testing.md): Master Coalesce's comprehensive built-in testing capabilities for robust data quality assessment and validation throughout your data transformation... - [Testing Columns](https://docs.coalesce.io/docs/build-your-pipeline/data-quality-testing/testing-columns.md): Implement comprehensive column-level data quality testing in Coalesce to validate null values and uniqueness constraints across your data transform... - [Testing Nodes](https://docs.coalesce.io/docs/build-your-pipeline/data-quality-testing/testing-nodes.md): Create custom node-level data quality tests in Coalesce using SQL SELECT statements to validate business rules and data conditions before or after ... - [Deleting Records from Fact and Dimension Nodes](https://docs.coalesce.io/docs/build-your-pipeline/deleting-records-fact-dim-nodes.md): Learn how Coalesce Dimension Nodes handle deletes by default and explore best practices for implementing soft deletes, custom delete logic, Snowfla... - [Generate Hash Columns](https://docs.coalesce.io/docs/build-your-pipeline/hash-columns.md): Learn how to use Coalesce's Generate Hash Column feature to create hash values for efficient data comparison, change detection, and Data Vault mode... - [Incremental Loading](https://docs.coalesce.io/docs/build-your-pipeline/incremental-loading-strategies.md): How to load only new or changed rows on Snowflake, Databricks, and BigQuery. Covers Marketplace Packages, base Nodes, multi-source patterns, delete... - [Multi Source Nodes](https://docs.coalesce.io/docs/build-your-pipeline/multisource-nodes.md): Master Coalesce's Multi Source nodes for combining multiple data sources using SQL UNION operations. Learn how to implement INSERT, UNION, and UNIO... - [Node Aliases](https://docs.coalesce.io/docs/build-your-pipeline/node-alias.md): Learn how to implement custom node aliases in Coalesce for cleaner, more readable SQL transformations. Discover how to assign shorter aliases to so... - [Understanding Node Run Order in Coalesce](https://docs.coalesce.io/docs/build-your-pipeline/node-run-order.md): Learn how node execution order works in Coalesce by understanding dependencies, adjusting node relationships, and using tools like custom node type... - [Organizing Your DAG](https://docs.coalesce.io/docs/build-your-pipeline/organizing-your-dag.md): Learn best practices for organizing and managing complex Directed Acyclic Graphs (DAGs) in Coalesce. Master the use of graphs, subgraphs, and filte... - [Parsers](https://docs.coalesce.io/docs/build-your-pipeline/parsers.md): Leverage Coalesce's powerful JSON and XML parsing capabilities for semi-structured data transformation. Learn how to automatically generate columns... - [Pre-SQL and Post-SQL](https://docs.coalesce.io/docs/build-your-pipeline/pre-post-sql.md): Discover how to leverage Pre-SQL and Post-SQL boxes in Coalesce to enhance your workflows. This guide explains how to create process logs, back up ... - [How To Refresh Node Data](https://docs.coalesce.io/docs/build-your-pipeline/refresh-a-source-node.md): Learn how to refresh and synchronize data sources and nodes in Coalesce to keep your data pipelines current. Discover how to refresh SQL pipeline s... - [Reordering Columns in Coalesce](https://docs.coalesce.io/docs/build-your-pipeline/reordering-columns.md): You can reorder columns in Coalesce Nodes using the Mapping Grid. However, there are important differences in how column ordering behaves depending... - [Changing the Snowflake Warehouse](https://docs.coalesce.io/docs/build-your-pipeline/set-snowflake-warehouse.md): Complete guide to configuring and managing Snowflake warehouses in Coalesce. Learn to set default warehouses in workspaces, override warehouses for... - [Sync or Import Table and Column Descriptions for Existing Nodes](https://docs.coalesce.io/docs/build-your-pipeline/sync-node-descriptions.md): Learn how to sync or import table and column descriptions for existing Nodes in Coalesce using column resync, the API, or AI-generated descriptions. - [Auto-Preview](https://docs.coalesce.io/docs/build-your-pipeline/the-build-interface/auto-preview.md): Control whether Coalesce automatically fetches and displays data in the Data Viewer after a successful Node run. Configure project-level defaults a... - [Build Settings](https://docs.coalesce.io/docs/build-your-pipeline/the-build-interface/build-settings.md): Access and manage essential Coalesce configuration options through the centralized Build Settings interface. Learn to configure storage locations a... - [The Build Interface](https://docs.coalesce.io/docs/build-your-pipeline/the-build-interface.md): Master Coalesce's primary Build Interface where you create nodes, design data transformation graphs, and manage your entire data pipeline developme... - [Join Tab](https://docs.coalesce.io/docs/build-your-pipeline/the-build-interface/join-tab.md): Master the Coalesce Join tab for implementing advanced SQL operations and multi-table relationships within your data transformation nodes. Learn to... - [The Node Editor](https://docs.coalesce.io/docs/build-your-pipeline/the-build-interface/node-editor.md): Navigate Coalesce's comprehensive Node Editor interface for complete data transformation node management and development. Learn to configure node p... - [Problem Scanner](https://docs.coalesce.io/docs/build-your-pipeline/the-build-interface/problem-scanner.md): Identify and resolve workspace issues quickly using Coalesce's built-in Problem Scanner for proactive project troubleshooting. Learn to access the ... - [Column Transforms](https://docs.coalesce.io/docs/build-your-pipeline/transforms.md): Complete guide to column transformations in Coalesce for advanced data manipulation and processing. Learn how to implement SQL transformations, lev... - [Accessing Hydrated Metadata](https://docs.coalesce.io/docs/build-your-pipeline/user-defined-nodes/access-hyrdated-metadata.md): Learn to access and utilize Coalesce's Hydrated Metadata using dot notation syntax in Jinja templates for custom node development. Master object an... - [Create and Run Templates](https://docs.coalesce.io/docs/build-your-pipeline/user-defined-nodes/create-run-template.md): Build powerful custom nodes in Coalesce using Create and Run templates for defining table structures and data population logic. Learn to implement ... - [Deployment Strategies for Custom Node Types](https://docs.coalesce.io/docs/build-your-pipeline/user-defined-nodes/deployment-strategies.md): Configure optimal deployment strategies for Coalesce custom node types using default and transient deployment options. Learn the differences betwee... - [Hydrated Metadata Reference](https://docs.coalesce.io/docs/build-your-pipeline/user-defined-nodes/hydrated-metadata-reference.md): Comprehensive reference guide for Coalesce Hydrated Metadata objects used in custom node development. Master dot notation syntax, metadata object s... - [Hydrated Metadata](https://docs.coalesce.io/docs/build-your-pipeline/user-defined-nodes/hydrated-metadata.md): Learn Coalesce Hydrated Metadata for custom node development and data transformation workflows. Understand metadata object structures, column defin... - [Custom Node Types](https://docs.coalesce.io/docs/build-your-pipeline/user-defined-nodes.md): Create custom Coalesce node types using YAML, Jinja 2, and SQL for advanced data transformation workflows. Master node definition, create templates... - [Join Templates](https://docs.coalesce.io/docs/build-your-pipeline/user-defined-nodes/join-template.md): Master Coalesce Join Templates for custom SQL join generation and advanced node dependency management. Learn to customize JOIN string creation, imp... - [Node Definition Reference](https://docs.coalesce.io/docs/build-your-pipeline/user-defined-nodes/node-config-options.md): Complete reference for Coalesce custom node configuration options and UI element definitions. Master materialization selectors, business key config... - [Node Definition](https://docs.coalesce.io/docs/build-your-pipeline/user-defined-nodes/node-definition.md): Master Coalesce Node Definition using YAML for custom node type development and data transformation workflows. Learn to configure UI elements, mate... - [Using Subgraphs to Build Your Pipeline](https://docs.coalesce.io/docs/build-your-pipeline/using-subgraphs.md): Use Subgraphs to build and organize your pipeline in the Build Interface. Learn how to create and edit them, when to add another Subgraph, how Subg... - [SQL Annotations Reference](https://docs.coalesce.io/docs/build-your-pipeline/v2-node-types/annotations-reference.md): Reference for `@name` and `@name("value")` SQL annotations on Node Type V2, including reserved fields, Options sync, custom metadata, template acce... - [Getting Started with Node Type V2](https://docs.coalesce.io/docs/build-your-pipeline/v2-node-types/getting-started-v2-nodes.md): Create a V2 Node Type for staging, add the YAML definition and Create and Run Jinja templates, then author Node SQL with ref(), annotations, and de... - [Node Type V2](https://docs.coalesce.io/docs/build-your-pipeline/v2-node-types.md): Node Type V2 is a SQL-first way to author Nodes in Coalesce. Use V2 for staging and V1 for persistent Dimensions and Facts, then learn how V2 diffe... - [The V2 Editor](https://docs.coalesce.io/docs/build-your-pipeline/v2-node-types/node-editor.md): Tour the Node Type V2 SQL editor in Coalesce, including reserved header annotations, Config and Options sync with SQL annotations, the Mapping tab,... - [Troubleshooting and FAQ for Node Type V2](https://docs.coalesce.io/docs/build-your-pipeline/v2-node-types/troubleshooting-faq.md): Fix common Node Type V2 issues with columns, refs, parsing, and annotations. Review known limitations, platform scope, and FAQ on lineage, Jinja, u... - [Upgrading from V1 to V2 Node Types](https://docs.coalesce.io/docs/build-your-pipeline/v2-node-types/upgrading-v1-v2.md): Migrate off deprecated inputMode SQL V1 Node Types to Node Type V2. Inventory affected types, create a V2 Node Type, copy templates, re-create Node... - [Command Line Interface](https://docs.coalesce.io/docs/coa.md): Choose the right Coalesce CLI (`coa`) documentation for your installed version. Version 7.33 and above adds local development, SQL authoring agains... - [CLI Commands](https://docs.coalesce.io/docs/coa/version-732-and-below/coa-commands.md): Comprehensive Coalesce CLI command reference for data warehouse deployment and management. Master deploy, plan, refresh, and rerun commands for aut... - [CLI Setup](https://docs.coalesce.io/docs/coa/version-732-and-below/coa-setup.md): Complete guide to installing and configuring the Coalesce CLI for automated data warehouse deployments. Learn authentication setup for Snowflake an... - [CLI Support Policy & Usage Recommendations](https://docs.coalesce.io/docs/coa/version-732-and-below/coa-support-policy-usage-recommendations.md): Essential Coalesce CLI version requirements and upgrade recommendations for maintaining compatibility with enterprise data transformation workflows... - [Command Line Interface](https://docs.coalesce.io/docs/coa/version-732-and-below.md): Introduction to Coalesce CLI for enterprise data warehouse automation and CI/CD workflows. Learn how the command line interface enables automated d... - [Build Pipelines With the Coalesce CLI](https://docs.coalesce.io/docs/coa/version-733-and-above/coa-building-pipelines.md): Clone your Coalesce project, configure workspaces.yml and node types, author V2 SQL Nodes, run coa create and coa run locally, validate your worksp... - [CLI Commands](https://docs.coalesce.io/docs/coa/version-733-and-above/coa-commands.md): Coalesce CLI (`coa`) command reference for local development and cloud operations, including plan, deploy, refresh, create, run, validate, sources,... - [Deploy Pipelines Using the Coalesce CLI](https://docs.coalesce.io/docs/coa/version-733-and-above/coa-deploying-pipelines.md): Push your pipeline to version control, add environment storage mappings, sync the Coalesce App from Git, then run coa plan, coa deploy, and coa ref... - [CLI Support Policy & Usage Recommendations](https://docs.coalesce.io/docs/coa/version-733-and-above/coa-support-policy-usage-recommendations.md): Essential Coalesce CLI version requirements and upgrade recommendations for maintaining compatibility with enterprise data transformation workflows... - [Troubleshoot the Coalesce CLI](https://docs.coalesce.io/docs/coa/version-733-and-above/coa-troubleshooting.md): Resolve common Coalesce CLI messages and behaviors around create, validate, plan, dry-run, ref types, V2 SQL parsing, required fields, and repo met... - [Command Line Interface](https://docs.coalesce.io/docs/coa/version-733-and-above.md): Introduction to Coalesce CLI for enterprise data warehouse automation and CI/CD workflows. Learn how the command line interface enables automated d... - [Copilot Best Practices and Limitations](https://docs.coalesce.io/docs/coalesce-ai/copilot/copilot-best-practices.md): Coalesce Copilot Best Practices and Limitations provides guidance for using AI-assisted data modeling effectively within the Coalesce platform. Lea... - [Coalesce Copilot](https://docs.coalesce.io/docs/coalesce-ai/copilot.md): Coalesce Copilot is an AI-powered assistant built into the Coalesce data transformation platform that helps teams create, modify, and understand da... - [Transform AI](https://docs.coalesce.io/docs/coalesce-ai.md): Discover how Coalesce leverages artificial intelligence to streamline data transformation workflows, enhance documentation, and scale machine learn... - [Intelligent Documentation Assistant](https://docs.coalesce.io/docs/coalesce-ai/intelligent-documentation.md): Coalesce's Intelligent Documentation Assistant uses AI to automatically create high quality documentation for your data workflows, including Node d... - [Coalesce Desktop](https://docs.coalesce.io/docs/coalesce-ai/local-development/desktop-app.md): Coalesce Desktop is the visual review surface for local development: open your local workspace folder and watch pipeline changes appear as you or y... - [Local AI Development](https://docs.coalesce.io/docs/coalesce-ai/local-development.md): Overview of the Coalesce local AI development experience: build pipelines with your own AI agent using the coa CLI, review changes in Coalesce Desk... - [Local Development Setup Guide](https://docs.coalesce.io/docs/coalesce-ai/local-development/setup-guide.md): Set up local AI-enabled Coalesce development: install Coalesce Desktop with the bundled coa CLI, authenticate, initialize a workspace, and verify w... - [About Transform MCP](https://docs.coalesce.io/docs/coalesce-ai/mcp/about-mcp.md): Connect MCP-capable AI assistants to your Coalesce account through the hosted Transform Model Context Protocol server. Operate Environments, Projec... - [Configure Transform MCP](https://docs.coalesce.io/docs/coalesce-ai/mcp/configure-mcp.md): Configure your MCP client for Transform MCP with your Coalesce App URL, refresh token authentication, regional hosts, and permission model. - [Integrate Claude with Transform MCP](https://docs.coalesce.io/docs/coalesce-ai/mcp/integrate-mcp-claude.md): Connect Claude Desktop and Claude Code to the hosted Transform MCP server using HTTP transport and your Coalesce refresh token. - [Integrate Snowflake Cortex Code with Transform MCP](https://docs.coalesce.io/docs/coalesce-ai/mcp/integrate-mcp-cortex.md): Connect Snowflake Cortex Code to the hosted Transform MCP server over HTTP so the agent can list Projects, inspect runs, and call Coalesce tools fr... - [Integrate Cursor with Transform MCP](https://docs.coalesce.io/docs/coalesce-ai/mcp/integrate-mcp-cursor.md): Add the hosted Transform MCP server to Cursor using HTTP transport and your Coalesce refresh token in mcp.json. - [Integrate VS Code with Transform MCP](https://docs.coalesce.io/docs/coalesce-ai/mcp/integrate-mcp-vscode.md): Connect VS Code to the hosted Transform MCP server using the servers key in mcp.json and your Coalesce refresh token. - [Transform MCP Available Tools](https://docs.coalesce.io/docs/coalesce-ai/mcp/mcp-available-tools.md): Reference for all 21 Transform MCP tools across Environments, Projects, runs, Nodes, and run actions, with inputs and REST API equivalents. - [Connect to Transform MCP](https://docs.coalesce.io/docs/coalesce-ai/mcp/mcp-quickstart.md): Quickstart for the hosted Transform MCP server. Get your Coalesce refresh token, add the HTTP MCP endpoint to your client, and verify with a Projec... - [Transform MCP Troubleshooting](https://docs.coalesce.io/docs/coalesce-ai/mcp/mcp-troubleshooting.md): Resolve authentication, connection, permission, and run guardrail errors when using the hosted Transform MCP server with AI clients. - [Data Platforms](https://docs.coalesce.io/docs/data-platforms.md): Learn how Coalesce fits with BigQuery, Databricks, Fivetran, and Snowflake, and where to go next to connect or get started with each platform. - [Caching Deployment Plan](https://docs.coalesce.io/docs/deploy-and-refresh/deploy/caching-deployment-plan.md): Learn how to enable and manage deploy plan caching in Coalesce to optimize deployment performance. This guide explains how caching works, how to en... - [Deploy Using the CLI](https://docs.coalesce.io/docs/deploy-and-refresh/deploy/deploy-using-the-cli.md): Deploy Coalesce data transformation environments using the command-line interface (CLI) tool. Comprehensive guide covering CLI setup, deployment pl... - [Deploy Using the Coalesce App](https://docs.coalesce.io/docs/deploy-and-refresh/deploy/deploying-to-an-environment.md): Deploy data transformation pipelines to Environments using the Coalesce App. Step-by-step guide covering Deploy Wizard navigation, parameter config... - [Excluding Nodes From Deployment](https://docs.coalesce.io/docs/deploy-and-refresh/deploy/excluding-nodes-from-deployment.md): Configure selective node deployment in Coalesce data transformation pipelines by excluding specific nodes from deployment operations. Learn to mana... - [Deployment Overview](https://docs.coalesce.io/docs/deploy-and-refresh/deploy.md): Comprehensive overview of Coalesce data transformation deployment methods and best practices. Learn deployment strategies, continuous integration o... - [Rollback a Deployment in Snowlake](https://docs.coalesce.io/docs/deploy-and-refresh/deploy/rollback-a-deployment.md): Execute deployment rollbacks in Coalesce data transformation platform to restore previous environment states. Learn rollback procedures, data struc... - [Understanding the Presync Process](https://docs.coalesce.io/docs/deploy-and-refresh/deploy/understanding-presync.md): Learn how presync in Coalesce prevents deployment failures by synchronizing changes made outside the platform. Understand what presync checks, how ... - [Deploy and Refresh](https://docs.coalesce.io/docs/deploy-and-refresh.md): Understand the fundamental differences between deploying and refreshing data transformations in Coalesce platform. Learn deployment methods for str... - [Job Notifications and Monitoring](https://docs.coalesce.io/docs/deploy-and-refresh/monitoring-jobs.md): Learn how to configure job notifications, integrate with external orchestration tools, and use Coalesce APIs for monitoring and recovery. Covers em... - [The Deploy Page](https://docs.coalesce.io/docs/deploy-and-refresh/overview-of-the-deploy-interface.md): Navigate the Coalesce Deploy Page interface for managing data transformation deployments and pipeline history. Master the deployment dashboard, act... - [Parameters](https://docs.coalesce.io/docs/deploy-and-refresh/parameters.md): Implement Coalesce parameters as environment variables for flexible data transformation workflows. Learn parameter configuration, template renderin... - [Setting Default Parameters](https://docs.coalesce.io/docs/deploy-and-refresh/parameters/rtp-default.md): Configure default parameters for Coalesce workspace environments and data transformation pipelines. Learn parameter setup, JSON configuration, work... - [Overwriting at Deploy](https://docs.coalesce.io/docs/deploy-and-refresh/parameters/rtp-deploy.md): Override default parameters at deploy time in the Coalesce App, or with the Coalesce CLI on coa plan. Learn how deployment-time overrides work in t... - [Overwriting at Refresh](https://docs.coalesce.io/docs/deploy-and-refresh/parameters/rtp-refresh.md): Override runtime parameters during a refresh with the Coalesce CLI or Start a Run API. Learn that API parameters replace the full runtime map, how ... - [Query Tags in Snowflake and Coalesce](https://docs.coalesce.io/docs/deploy-and-refresh/query-tag-snowflake.md): Learn how Coalesce applies query tags to Snowflake queries, how to use the run ID and other tag fields for debugging and cost analysis, and how to ... - [Refresh Your Pipeline](https://docs.coalesce.io/docs/deploy-and-refresh/refresh.md): Understand Coalesce data pipeline refresh operations and job management for maintaining current data transformations. Learn the differences between... - [Managing Jobs](https://docs.coalesce.io/docs/deploy-and-refresh/refresh/managing-jobs.md): Manage Coalesce data pipeline jobs including editing, monitoring, scheduling, and rerunning failed jobs. Master job lifecycle management, status tr... - [Creating and Run Jobs](https://docs.coalesce.io/docs/deploy-and-refresh/refresh/refreshing-an-environment.md): Execute Coalesce data pipeline jobs comprehensively using API, CLI, and web interface. Learn job creation, environment configuration, deployment pr... - [Refreshing Your Pipeline Using the Coalesce Scheduler](https://docs.coalesce.io/docs/deploy-and-refresh/refresh/scheduling-jobs-in-coalesce.md): Schedule data pipeline refreshes directly within the Coalesce platform using the built-in scheduler. Learn job scheduling configuration, cron expre... - [Managing Time Zones, Business Holidays, and Daylight Saving in Coalesce Scheduling](https://docs.coalesce.io/docs/deploy-and-refresh/refresh/time-changes.md): Learn how to handle time zones, daylight saving time shifts, and business holiday scheduling when running jobs in Coalesce. This guide explains Coa... - [Orchestrate Deploys and Refreshes with GitLab and the CLI](https://docs.coalesce.io/docs/deploy-and-refresh/third-party-devops-tools/continuous-integration/coalesce-deployments-and-refresh-with-gitlab.md): Automate Coalesce data pipeline deployments and refreshes using GitLab CI/CD pipelines. Comprehensive tutorial covering authentication setup, pipel... - [Orchestrate Deployments with Bitbucket](https://docs.coalesce.io/docs/deploy-and-refresh/third-party-devops-tools/continuous-integration/coalesce-pipelines-bitbucket.md): Configure automated Coalesce data pipeline deployments using Bitbucket Pipelines for continuous integration and deployment. Learn authentication se... - [Orchestrate Deploys With GitHub Actions and the CLI](https://docs.coalesce.io/docs/deploy-and-refresh/third-party-devops-tools/continuous-integration/schedule-jobs-github-actions-cli.md): Automate Coalesce pipeline deployments and refreshes using GitHub Actions with the Coalesce CLI. Learn secure authentication, workflow file creatio... - [Orchestrate Jobs With GitHub Actions and the API](https://docs.coalesce.io/docs/deploy-and-refresh/third-party-devops-tools/continuous-integration/schedule-jobs-with-github-actions-and-the-api.md): Automate Coalesce pipeline deployments using GitHub Actions with the Coalesce API. Learn GitHub Actions workflow configuration, secure authenticati... - [Orchestrate Deploys with Azure DevOps](https://docs.coalesce.io/docs/deploy-and-refresh/third-party-devops-tools/continuous-integration/scheduling-azure-devops-pipelines.md): Schedule and automate Coalesce data pipeline deployments using Azure DevOps Pipelines. Learn agent setup, pipeline configuration, secure file manag... - [Third-Party DevOps Tools](https://docs.coalesce.io/docs/deploy-and-refresh/third-party-devops-tools.md): Integrate Coalesce data transformation platform with third-party DevOps tools for automated deployments and scheduled refreshes. Learn orchestratio... - [Orchestrate Refresh Jobs with Azure Data Factory](https://docs.coalesce.io/docs/deploy-and-refresh/third-party-devops-tools/orchestration/coalesce-refresh-scheduling-with-azure-data-factory.md): Configure Coalesce data pipeline scheduling in Azure Data Factory for automated refresh operations. Step-by-step guide covering Key Vault authentic... - [Schedule Coalesce Jobs with Apache Airflow](https://docs.coalesce.io/docs/deploy-and-refresh/third-party-devops-tools/orchestration/schedule-coalesce-jobs-with-apache-airflow.md): Schedule Coalesce data pipeline jobs using Apache Airflow DAGs for enterprise orchestration. Learn Airflow integration, authentication setup, DAG c... - [Scheduling Coalesce Pipelines in Snowflake](https://docs.coalesce.io/docs/deploy-and-refresh/third-party-devops-tools/orchestration/scheduling-coalesce-pipelines-in-snowflake.md): Automate Coalesce pipeline refreshes using native Snowflake Tasks and Stored Procedures for seamless data warehouse scheduling. Learn KeyPair authe... - [COA Deployment Error Resolution](https://docs.coalesce.io/docs/deploy-and-refresh/troubleshooting-deployments-and-refreshes/coa-deployment-error-resolution.md): Resolve common Coalesce deployment errors including permission requirements, Snowflake view validation, and blank column names. Links to existing t... - [Data Type Changes in Snowflake](https://docs.coalesce.io/docs/deploy-and-refresh/troubleshooting-deployments-and-refreshes/data-type-changes-snowflake-workflow.md): Step-by-step workflow for changing column data types in Snowflake when Coalesce cannot apply the change. Covers copy-table migration, SWAP, metadat... - [Troubleshooting Deploys and Refreshes](https://docs.coalesce.io/docs/deploy-and-refresh/troubleshooting-deployments-and-refreshes.md): Master job monitoring and troubleshooting in Coalesce data transformation platform. Learn to analyze deployment results, understand error messages,... - [Job Timeouts and Run Failures](https://docs.coalesce.io/docs/deploy-and-refresh/troubleshooting-deployments-and-refreshes/job-timeouts-and-run-failures.md): Diagnose deploy and refresh timeouts, DEADLINE_EXCEEDED, stuck or queued runs, and credential-related job failures. Learn how to tell slow progress... - [Snowflake Table Re-creation During Deployment](https://docs.coalesce.io/docs/deploy-and-refresh/troubleshooting-deployments-and-refreshes/snowflake-table-recreation-during-deployment.md): Interpret Snowflake deploy plans when Coalesce alters or re-creates tables. Learn what Replace Table, Create Table, and Drop Table stages mean, whe... - [Storage Mapping Deployment Failures](https://docs.coalesce.io/docs/deploy-and-refresh/troubleshooting-deployments-and-refreshes/storage-mapping-errors.md): Troubleshoot "No schema found" and other storage mapping deployment failures. Learn causes, fixes, and prevention for invalid mappings, orphaned lo... - [Can I Implement a Drop-Down Selector?](https://docs.coalesce.io/docs/faq/build-faq-troubleshooting/can-i-implement-a-drop-down-selector.md): Can I Implement a Drop-Down Selector? - [Why Don’t Data Types and Nullability Match Between Coalesce and Snowflake?](https://docs.coalesce.io/docs/faq/build-faq-troubleshooting/data-type-mismatch.md): Explanation of why data types and nullability might not match between Coalesce and Snowflake, and how to resolve this. - [Why Are There Charecters Being Added To My Node Name?](https://docs.coalesce.io/docs/faq/build-faq-troubleshooting/dot-added-node-name.md): Ways to solve unwanted charecters being added to Node names. - [Quoted Identifiers in Coalesce](https://docs.coalesce.io/docs/faq/build-faq-troubleshooting/double-quoted-identifiers.md): Learn how Coalesce handles quoted identifiers on Snowflake, Databricks, and BigQuery, the differences in formatting, and best practices for ensurin... - [Handling Duplicate Records in SCD Type 2 Dimension Nodes](https://docs.coalesce.io/docs/faq/build-faq-troubleshooting/handling-duplicate-records-scd-type-two-nodes.md): When using SCD Type 2 dimension nodes, you may encounter errors when business keys aren't unique enough for a new record to be inserted, instead re... - [How Do I Create A Node From An Existing Table?](https://docs.coalesce.io/docs/faq/build-faq-troubleshooting/how-do-i-create-a-node-from-an-existing-table.md): How Do I Create A Node From An Existing Table? - [Multiple Workspace Connections](https://docs.coalesce.io/docs/faq/build-faq-troubleshooting/multiple-workspace-connections.md): Learn about Workspace connection limits and how to work with multiple databases and schemas through Storage Locations. - [Tables Dropped Outside of Coalesce](https://docs.coalesce.io/docs/faq/build-faq-troubleshooting/tables-dropped-outside-of-coalesce.md): Explains what happens when you drop Coalesce-managed tables in your data platform and how to remove objects correctly through Coalesce. - [Managing Refresh Jobs in Failed a Deployment Environments](https://docs.coalesce.io/docs/faq/deploy-refresh-faq-troubleshooting/managing-refresh-jobs-in-failed-deployment-environments.md): Refreshing jobs when deployment is in a failed status - [Troubleshooting Performance Issues in Coalesce](https://docs.coalesce.io/docs/faq/deploy-refresh-faq-troubleshooting/troubleshooting-slow-environments.md): If you're experiencing performance issues or slowness in Coalesce, this guide provides a structured approach to identifying and resolving common bo... - [Troubleshooting Browser Login Issues and Blank Screens](https://docs.coalesce.io/docs/faq/general-setup-faq-troubleshooting/browser-login-issues.md): Fix blank or spinning screens when logging into Coalesce. Covers network restrictions, firewall configuration, CORS errors, and SSO setup validation. - [Coalesce EMEA Terms and Conditions](https://docs.coalesce.io/docs/faq/general-setup-faq-troubleshooting/coalesce-emea-terms-and-conditions.md): These Coalesce Terms and Conditions together with the order to which they are attached... - [Troubleshooting Common SSO Errors](https://docs.coalesce.io/docs/faq/general-setup-faq-troubleshooting/common-sso-errors.md): Diagnose and fix single sign-on (SSO) issues in Coalesce Transform, including MFA expectations, identity provider configuration, network and OAuth ... - [Exporting Data](https://docs.coalesce.io/docs/faq/general-setup-faq-troubleshooting/exporting-data.md): Learn ways export your Coalesce data from the individual run or data preview CSV/Excel exports, and use the Copy Unload Node to push data to extern... - [How To Find Your Snowflake Account Information](https://docs.coalesce.io/docs/faq/general-setup-faq-troubleshooting/find-your-snowflake-account.md): Find your account information to connect to Coalesce - [Troubleshooting Frequent Authentication Requests](https://docs.coalesce.io/docs/faq/general-setup-faq-troubleshooting/frequent-authentication-requests.md): What to do if you're getting prompted to enter your password multiple times - [General FAQ](https://docs.coalesce.io/docs/faq/general-setup-faq-troubleshooting/general-faq.md): Find answers to common questions about Coalesce. - [Managing Case Sensitivity in Snowflake and Coalesce](https://docs.coalesce.io/docs/faq/general-setup-faq-troubleshooting/managing-case-sensitivity-in-snowflake-and-coalesce-integration.md): How to work with case sensitivity in Coalesce and Snowflake - [What Data Types Does Coalesce Support?](https://docs.coalesce.io/docs/faq/general-setup-faq-troubleshooting/supported-data-types.md): Learn what data types are supported in Coalesce and how to extend them using pre-built Packages or custom Nodes. This guide covers native compatibi... - [Trial Accounts](https://docs.coalesce.io/docs/faq/general-setup-faq-troubleshooting/trial-accounts.md): Understand how to manage your Coalesce trial account, remove the trial banner, and access support. - [Pipeline Documentation](https://docs.coalesce.io/docs/generated-documentation.md): Explore Coalesce's automatic documentation generation that creates and maintains up-to-date documentation for data warehouses, workspaces, and envi... - [Coalesce Best Practices](https://docs.coalesce.io/docs/get-started/coalesce-best-practices.md): Best practices for working with Coalesce Transform, including version control, Workspace strategies, Environment management, deployment, and pipeli... - [When To Use Copy Objects, Duplicate, or Create New Project](https://docs.coalesce.io/docs/get-started/coalesce-fundamentals/copying-workspace-and-project-data.md): Learn when to use Copy Objects, Duplicate Workspace, or Create New Project in Coalesce for optimal data transformation project management. Compare ... - [Directed Acyclic Graph (DAG)](https://docs.coalesce.io/docs/get-started/coalesce-fundamentals/dag.md): Master directed acyclic graphs (DAGs) in Coalesce for building efficient data transformation pipelines. Understand DAG principles, node relationshi... - [Environments](https://docs.coalesce.io/docs/get-started/coalesce-fundamentals/environments.md): Configure Coalesce environments for deploying data transformation pipelines across development, QA, and production systems. Master environment setu... - [Graphs and Subgraphs](https://docs.coalesce.io/docs/get-started/coalesce-fundamentals/graphs-and-subgraphs.md): Organize and visualize your Coalesce data transformation pipeline using graphs and subgraphs. Learn DAG organization techniques, subgraph creation ... - [Coalesce Fundamentals](https://docs.coalesce.io/docs/get-started/coalesce-fundamentals.md): Essential Coalesce fundamentals covering core concepts needed for effective data transformation platform usage. Access comprehensive guides on proj... - [Nodes and Node Types](https://docs.coalesce.io/docs/get-started/coalesce-fundamentals/nodes.md): Comprehensive guide to Coalesce nodes and node types including Source, Stage, Persistent Stage, Fact, Dimension, and View nodes. Master the buildin... - [Projects](https://docs.coalesce.io/docs/get-started/coalesce-fundamentals/projects.md): Organize your data transformation work with Coalesce projects as the foundational structure for collaborative development. Learn project creation, ... - [Storage Locations and Storage Mappings](https://docs.coalesce.io/docs/get-started/coalesce-fundamentals/storage-locations-and-storage-mappings.md): Understand Coalesce storage locations and storage mappings for effective data organization and physical database management. Learn logical vs physi... - [Identity and Surrogate Keys in Coalesce](https://docs.coalesce.io/docs/get-started/coalesce-fundamentals/surrogate-keys.md): Learn how Coalesce implements surrogate keys using identity columns in Snowflake, Databricks, and BigQuery. Understand identity column behavior, su... - [Understanding Deploy, Refresh, and Jobs in Coalesce](https://docs.coalesce.io/docs/get-started/coalesce-fundamentals/understanding-deploy-and-refresh.md): Master Coalesce deploy and refresh concepts for effective data pipeline management. Understand DDL vs DML operations, job creation, scheduling stra... - [Understanding View Nodes in Coalesce](https://docs.coalesce.io/docs/get-started/coalesce-fundamentals/view-nodes.md): Learn how View Nodes work in Coalesce, including when they're created during deployment, how they behave during refresh jobs, configuration options... - [Workspaces](https://docs.coalesce.io/docs/get-started/coalesce-fundamentals/workspaces.md): Master Coalesce workspaces as sandbox environments for data transformation development, testing, and validation. Learn workspace creation, manageme... - [Coalesce Tips and Tricks](https://docs.coalesce.io/docs/get-started/coalesce-tips-and-tricks.md): Master Coalesce application productivity with essential tips and tricks for code editing, node searching, drag-and-drop functionality, DAG visualiz... - [Feature Availability](https://docs.coalesce.io/docs/get-started/feature-availability.md): Understand Coalesce feature availability including General Availability releases and Private Preview programs. Learn about feature maturity levels,... - [Get Started](https://docs.coalesce.io/docs/get-started.md): Get up and running quickly with Coalesce using our Quick Start guide. - [Quick Start Guides](https://docs.coalesce.io/docs/get-started/quick-start.md): Get started with Coalesce by using one quickstarts to learn the basics of Coalesce with a variety of data platforms. - [Contacting Support](https://docs.coalesce.io/docs/get-started/support-information.md): Connect with our support team through Slack, Microsoft Teams, email, or the Support Portal to get help with your data transformation challenges. - [Transform Onboarding Guide](https://docs.coalesce.io/docs/get-started/transform-onboarding-guide.md): Step-by-step guide for onboarding to Coalesce Transform. Covers account setup, data platform connection, Project and Workspace creation, building y... - [Creating a Git Service Account](https://docs.coalesce.io/docs/git-integration/creating-a-git-service-account.md): Git and GitHub don't offer service accounts. With Coalesce, creating a dedicated version control account tied to automated functions is best practi... - [Git Basics](https://docs.coalesce.io/docs/git-integration/git-basics.md): Learn essential Git concepts for Coalesce data transformation platform including repositories, staging, commits, branches, and merging. Understand ... - [Git Branches](https://docs.coalesce.io/docs/git-integration/git-branches.md): TLearn Git branch management in Coalesce data transformation platform. Create, checkout, merge, and manage branches for collaborative data warehous... - [Git Commits](https://docs.coalesce.io/docs/git-integration/git-commits.md): Learn Git commit workflows in Coalesce data transformation platform including staging changes, writing commit messages, viewing file differences, a... - [Version Control](https://docs.coalesce.io/docs/git-integration.md): Comprehensive guide to version control in Coalesce data transformation platform. Learn Git integration with GitHub, GitLab, Bitbucket, and Azure De... - [Managing Git Accounts](https://docs.coalesce.io/docs/git-integration/managing-git-accounts.md): Learn to manage Git accounts and repositories in Coalesce data transformation platform. Change repository URLs, add new Git accounts, and configure... - [Reverting a Commit](https://docs.coalesce.io/docs/git-integration/reverting-a-git-commit.md): earn how to safely revert Git commits in Coalesce data transformation platform. Understand the revert-the-revert workflow to maintain change tracki... - [Set Up Version Control](https://docs.coalesce.io/docs/git-integration/set-up-your-git-integration.md): Complete guide to setting up Git version control integration with Coalesce data transformation platform. Configure personal access tokens, connect ... - [Expired Version Control Credentials](https://docs.coalesce.io/docs/git-integration/solving-git-errors/access-token-expired.md): Learn how to detect expired version control tokens for GitHub, GitLab, Bitbucket, and Azure DevOps, regenerate them efficiently, and update credent... - [Git Sync](https://docs.coalesce.io/docs/git-integration/solving-git-errors/git-sync.md): Resolve Git synchronization issues in Coalesce data transformation platform. Learn to handle branch out-of-sync errors, create new branches to pres... - [Solving Git Errors](https://docs.coalesce.io/docs/git-integration/solving-git-errors.md): Comprehensive troubleshooting guide for Git errors in Coalesce data transformation platform. Learn to resolve common version control issues, merge ... - [Merge Aborted Errors](https://docs.coalesce.io/docs/git-integration/solving-git-errors/merge-aborted.md): Learn how to resolve "Merge Aborted" errors in Coalesce when merging branches with Git integration. - [Merge Conflicts](https://docs.coalesce.io/docs/git-integration/solving-git-errors/merge-conflicts.md): Resolve Git merge conflicts in Coalesce data transformation platform. Learn to identify conflict markers, choose between local and remote changes, ... - [Parsing Errors](https://docs.coalesce.io/docs/git-integration/solving-git-errors/parsing-errors.md): Resolve Git parsing errors in Coalesce data transformation platform. Learn to identify and fix YAML formatting issues including indentation problem... - [Repo Format Upgrade](https://docs.coalesce.io/docs/git-integration/solving-git-errors/repo-format-upgrade.md): Handle repository format upgrades in Coalesce data transformation platform. Learn about the automatic upgrade process from single data.yml files to... - [Validation Errors](https://docs.coalesce.io/docs/git-integration/solving-git-errors/validation-errors.md): Fix Git validation errors in Coalesce data transformation platform. Learn to resolve semantic issues, data type mismatches, and protected file viol... - [Version Control Best Practices](https://docs.coalesce.io/docs/git-integration/version-control-best-practices.md): Learn version control best practices for Coalesce with Git. Get tips on commits, branching workflows, and Workspace management to keep your data wa... - [What Gets Committed](https://docs.coalesce.io/docs/git-integration/what-gets-committed.md): Understand what files and metadata get committed when using Git version control with Coalesce data transformation platform. Learn about node defini... - [Automate Coalesce Deploys to Snowflake with Azure DevOps](https://docs.coalesce.io/docs/guides/automate-coa-deploy-with-azure-devops-snowflake.md): Set up an Azure DevOps Pipelines workflow that plans and deploys Coalesce transformations to Snowflake with Secure File credentials, a published pl... - [Build a Metrics Engine for Site Cost Reporting](https://docs.coalesce.io/docs/guides/build-a-metrics-engine-for-site-cost-reporting.md): Build a catalog-driven metrics and KPI engine in Coalesce on Databricks. Derive store-level input values from TPC-DS sample data, store formulas in... - [Build Dynamic Tables in Snowflake with Coalesce](https://docs.coalesce.io/docs/guides/build-dynamic-tables-in-snowflake-with-coalesce.md): Comprehensive guide to building and managing Snowflake Dynamic Tables using Coalesce's Dynamic Tables package. Learn to create auto-refreshing tabl... - [Build Incremental Pipelines with Run Views and Sequences](https://docs.coalesce.io/docs/guides/build-incremental-pipelines-with-run-views-and-sequences.md): Build a CDC-style Snowflake pipeline from scratch with the Incremental Loading Package, Run Views, a load-sequence control table, sourcesuffix para... - [Building Data Pipelines with Iceberg and Snowflake LLM-Based Functions](https://docs.coalesce.io/docs/guides/building-data-pipelines-with-iceberg-llm-functions.md): Build advanced data pipelines integrating Apache Iceberg tables with Snowflake Cortex LLM functions in Coalesce. Learn to process unstructured data... - [Building an Enterprise Compliance Pipeline with Coalesce](https://docs.coalesce.io/docs/guides/building-enterprise-compliance-pipeline.md): Build an enterprise-grade regulatory compliance pipeline using Coalesce and Snowflake. Master incremental data loading, customer history tracking w... - [Building Pipelines with Iceberg and Cortex in Coalesce](https://docs.coalesce.io/docs/guides/building-pipelines-with-iceberg-and-cortex-in-coalesce.md): Learn how to easily build robust data pipelines using Iceberg, incorporating powerful Snowflake Cortex functions without writing a line of code. - [Getting Started Building Pipelines on Snowflake with Coalesce](https://docs.coalesce.io/docs/guides/coalesce-foundational-hands-on-guide.md): Comprehensive beginner's guide to building data pipelines in Coalesce with Snowflake integration. Master fundamental concepts including node creati... - [Connecting to External Iceberg Tables with Coalesce](https://docs.coalesce.io/docs/guides/connecting-to-external-iceberg-tables-with-coalesce.md): Connect to external Apache Iceberg tables stored in object storage or AWS Glue using Coalesce's Iceberg Tables package. Learn to configure external... - [Essential Foundations for Databases and Data Warehousing](https://docs.coalesce.io/docs/guides/data-warehouse-essentials.md): Essential guide to data warehouse fundamentals, architecture principles, and design patterns. Learn core concepts of dimensional modeling, ETL proc... - [Databricks & Coalesce: Build a Weather Analytics Pipeline from AccuWeather Data](https://docs.coalesce.io/docs/guides/databricks-build-weather-analytics.md): Unlock powerful data integration with Databricks and Coalesce. Our comprehensive guide details how to integrate AccuWeather data, set up robust dat... - [Getting Started Building Pipelines on Databricks with Coalesce](https://docs.coalesce.io/docs/guides/databricks-quickstart.md): Learn how to build data pipelines on Databricks with Coalesce in this HOL - [DataOps Best Practices with Git and Coalesce](https://docs.coalesce.io/docs/guides/dataops-and-git-best-practices.md): Implement enterprise-grade DataOps workflows in Coalesce with Git version control, feature branch management, and collaborative development strateg... - [Migrating SQL to Coalesce with Copilot](https://docs.coalesce.io/docs/guides/migrating-sql-to-coalesce-with-copilot.md): Convert existing SQL into Coalesce DAG Nodes using Copilot. Covers stored procedures, views, ad-hoc queries, CTE-based scripts, and dbt models. Inc... - [Operationalize ML In Your Data Pipelines with Snowflake Cortex](https://docs.coalesce.io/docs/guides/operationalize-ml-in-your-data-pipelines-with-snowflake-cortex.md): Operationalize machine learning models directly within data pipelines using Snowflake Cortex and Coalesce. Learn to implement ML workflows, deploy ... - [Snowflake Quickstart](https://docs.coalesce.io/docs/guides/snowflake-quickstart.md): Quick-start guide for connecting Snowflake to Coalesce and building your first data transformation pipeline. Learn essential setup steps, create so... - [Using Stored Procedures in Coalesce](https://docs.coalesce.io/docs/guides/stored-procedures.md): Comprehensive guide to implementing and managing stored procedures within Coalesce data pipelines. Learn to create, execute, and integrate custom S... - [Trace Metrics and Dashboards in Catalog](https://docs.coalesce.io/docs/guides/trace-metrics-and-dashboards-in-catalog.md): Start from a business question, dashboard, or KPI in Catalog and trace definitions, lineage, warehouse tables, and columns. A consumer-focused guid... - [Using Coalesce Marketplace to Build First Class Data Pipelines](https://docs.coalesce.io/docs/guides/using-coalesce-marketplace-to-build-first-class-data-pipelines.md): Accelerate data pipeline development using pre-built packages from Coalesce Marketplace. Learn to install, configure, and deploy enterprise-ready d... - [Using Coalesce to Infer File Schemas in Snowflake](https://docs.coalesce.io/docs/guides/using-coalesce-to-infer-file-schemas-in-snowflake.md): Simplify data ingestion by automatically inferring file schemas in Snowflake using Coalesce's Inferschema node. Eliminate manual DDL creation for f... - [Incremental Loading with Coalesce](https://docs.coalesce.io/docs/guides/using-incremental-nodes.md): Learn incremental data loading strategies using Coalesce's Incremental Loading package. Optimize data warehouse performance through efficient chang... - [Using Snowflake Managed Iceberg Tables with Coalesce](https://docs.coalesce.io/docs/guides/using-snowflake-managed-iceberg-tables-with-coalesce.md): Leverage Snowflake managed Iceberg tables within Coalesce to enable organization-wide access to unified data sources. Learn to implement Iceberg ta... - [What is Transform?](https://docs.coalesce.io/docs/intro.md): Complete introduction to Coalesce, the enterprise-scale data transformation platform built around metadata-driven design. Discover how Coalesce rev... - [Getting an Access Token](https://docs.coalesce.io/docs/organization-and-accounts/account-management/access-tokens.md): Generate and manage Coalesce platform access tokens for API authentication. Learn token generation, regeneration policies, revocation scenarios, an... - [Authentication Upgrade](https://docs.coalesce.io/docs/organization-and-accounts/account-management/authentication-upgrade.md): Coalesce Transform is moving to a modern identity platform for stronger account security and one set of credentials across Coalesce. Learn who need... - [Changing Your Login Email](https://docs.coalesce.io/docs/organization-and-accounts/account-management/change-email.md): Understand Coalesce platform email address limitations and account creation requirements. Learn why email changes require new account setup and org... - [Change or Forgot Password](https://docs.coalesce.io/docs/organization-and-accounts/account-management/change-password.md): Change or reset passwords in Coalesce data transformation platform. Learn password update procedures, forgot password recovery, SSO considerations,... - [Migrating Work Between Coalesce Accounts](https://docs.coalesce.io/docs/organization-and-accounts/account-management/migrating-work-between-coalesce-accounts.md): Migrate Coalesce data transformation projects between accounts using Git version control. Step-by-step guide for transferring workspaces, reconfigu... - [Multi-factor Authentication](https://docs.coalesce.io/docs/organization-and-accounts/account-management/multi-factor-authentication.md): Enable Multi-Factor Authentication (MFA) in Coalesce platform for enhanced security. Learn MFA setup with authenticator apps, organization-level co... - [Authentication Methods](https://docs.coalesce.io/docs/organization-and-accounts/organization-management/authentication-methods.md): Configure authentication methods for Coalesce platform and data warehouse connections. Compare username/password, Single Sign-On, OAuth, and key pa... - [Organization Mangement](https://docs.coalesce.io/docs/organization-and-accounts/organization-management.md): Access organization management features in Coalesce platform for administrators. Overview of user management, authentication settings, and administ... - [How to Assign User Roles](https://docs.coalesce.io/docs/organization-and-accounts/organization-management/role-based-access-control/assign-rbac-roles.md): Assign RBAC roles in Coalesce platform across organization, project, and environment levels. Step-by-step guide for adding users, configuring permi... - [Role-Based Access Control](https://docs.coalesce.io/docs/organization-and-accounts/organization-management/role-based-access-control.md): Implement Role-Based Access Control (RBAC) in Coalesce platform for secure data transformation workflows. Learn organization, project, and environm... - [RBAC Migration Guide](https://docs.coalesce.io/docs/organization-and-accounts/organization-management/role-based-access-control/rbac-migration-guide.md): Migrate existing users to Coalesce RBAC system with automatic role assignment and licensing considerations. Learn role mapping, service account con... - [RBAC Roles and Permissions](https://docs.coalesce.io/docs/organization-and-accounts/organization-management/role-based-access-control/rbac-permission-and-roles.md): Comprehensive guide to Coalesce RBAC roles and permissions across organization, project, and environment levels. Detailed permission matrix for adm... - [Service Accounts in Coalesce](https://docs.coalesce.io/docs/organization-and-accounts/organization-management/role-based-access-control/service-accounts.md): Learn how to set up and manage service accounts in Coalesce. This guide covers recommended roles and permissions, authentication methods, environme... - [Google SSO](https://docs.coalesce.io/docs/organization-and-accounts/organization-management/single-sign-on/google-sso.md): Set up Google Single Sign-On with Coalesce using OpenID Connect. Configure the OAuth consent screen and OAuth client in Google Cloud Console, then ... - [Single Sign-On](https://docs.coalesce.io/docs/organization-and-accounts/organization-management/single-sign-on.md): Configure Single Sign-On for Coalesce data transformation platform with multi-organization support and user provisioning. Learn SSO setup, access t... - [JumpCloud SSO](https://docs.coalesce.io/docs/organization-and-accounts/organization-management/single-sign-on/jumpcloud.md): Configure JumpCloud SSO integration with Coalesce data transformation platform. Step-by-step setup guide for custom application creation, OIDC conf... - [Microsoft Entra ID](https://docs.coalesce.io/docs/organization-and-accounts/organization-management/single-sign-on/microsoft-entra-id.md): Set up Microsoft Entra ID Single Sign-On integration with Coalesce platform. Complete configuration guide including Azure app registration, redirec... - [Okta SSO](https://docs.coalesce.io/docs/organization-and-accounts/organization-management/single-sign-on/okta-sso.md): Implement Okta Single Sign-On with Coalesce platform for secure data transformation access. Complete setup guide for OIDC app integration, redirect... - [Ping Identity SSO](https://docs.coalesce.io/docs/organization-and-accounts/organization-management/single-sign-on/ping-identity-sso.md): Configure Ping Identity SSO integration with Coalesce data transformation platform. Detailed setup guide for single-page application creation, scop... - [User Licensing](https://docs.coalesce.io/docs/organization-and-accounts/organization-management/user-licensing.md): Understand Coalesce platform licensing policies for developer accounts and service accounts. Learn license allocation, RBAC role implications, and ... - [Manage Users](https://docs.coalesce.io/docs/organization-and-accounts/organization-management/users.md): Manage users and roles in Coalesce data transformation platform. Learn to add users, assign admin and user roles, edit user information, disable ac... - [User Menu Overview](https://docs.coalesce.io/docs/organization-and-accounts/user-menu-overview.md): Access Coalesce platform user settings, Git integration, and organization management through the User Menu. Learn to configure Git connections, man... - [Coalesce Internal Macros](https://docs.coalesce.io/docs/reference/coalesce-internal-macros.md): Learn Coalesce internal macros including get_source_transform(), stage(), hash(), ref(), and test_stage() functions. Customize built-in macro funct... - [Coalesce Syntax](https://docs.coalesce.io/docs/reference/coalesce-syntax.md): Comprehensive Coalesce syntax reference covering ref functions, helper tokens, selector queries, macros, and Jinja integration. Essential guide for... - [CONCAT](https://docs.coalesce.io/docs/reference/common-transformations/concat.md): Combine multiple strings and columns into single strings using Coalesce CONCAT function. Learn syntax, parameter handling, NULL behavior, and helpe... - [Using Conditionals in Coalesce](https://docs.coalesce.io/docs/reference/common-transformations/conditionals.md): Learn how to implement if-else logic in Coalesce using CASE statements, IF/IFF functions, and conditional SQL. This comprehensive guide covers cond... - [NOT IN](https://docs.coalesce.io/docs/reference/common-transformations/not-in.md): Learn how to use the NOT IN operator in the Join tab to filter rows by excluding values from subqueries or lists. Covers syntax for Snowflake, Data... - [RANK](https://docs.coalesce.io/docs/reference/common-transformations/rank.md): Learn the RANK function in Coalesce for assigning integer ranks within data partitions. Understand windowing syntax, tie behavior, dense ranking al... - [REPLACE](https://docs.coalesce.io/docs/reference/common-transformations/replace.md): Clean and standardize data using Coalesce REPLACE function to remove prefixes, standardize delimiters, and format text fields. Learn search and rep... - [SUBSTR](https://docs.coalesce.io/docs/reference/common-transformations/substr.md): Extract substrings from text data using Coalesce SUBSTR function with positive and negative indexing. Learn position-based string extraction, optio... - [TO_DATE](https://docs.coalesce.io/docs/reference/common-transformations/to-date.md): Convert string expressions to dates in Coalesce using TO_DATE function across Snowflake, Databricks, and BigQuery. Learn format strings, error hand... - [TRY_TO_DOUBLE](https://docs.coalesce.io/docs/reference/common-transformations/to-to-double.md): Safely cast string values to double precision using the Snowflake TRY_TO_DOUBLE function, with Databricks and BigQuery equivalents. Learn how to cl... - [TRIM Functions](https://docs.coalesce.io/docs/reference/common-transformations/trim-functions.md): Clean string data using Coalesce TRIM, LTRIM, and RTRIM functions to remove whitespace and specified characters. Learn syntax variations, character... - [Run-Time Dates and Times](https://docs.coalesce.io/docs/reference/common-transformations/using-dynamic-dates.md): Use warehouse-native date and time functions in Coalesce parameters and column transforms so values resolve when the Job runs. Covers Snowflake, Bi... - [Using Math in Transformations](https://docs.coalesce.io/docs/reference/common-transformations/using-math-in-transformations.md): Perform mathematical calculations in Coalesce SQL transformations using addition, subtraction, multiplication, and division operations. Learn data ... - [Cron Reference](https://docs.coalesce.io/docs/reference/cron-reference.md): Complete Coalesce cron expression guide for scheduling automated data pipeline jobs. Learn cron syntax with seconds, minutes, hours, day/month/week... - [HTTP 413 Request Entity Too Large During Git Commit](https://docs.coalesce.io/docs/reference/error-library/413.md): Resolve HTTP 413 errors when committing or pushing from Coalesce by reducing commit size or working with your Git platform administrator to raise H... - [Blank or Empty Column Names (Plan Validation Failure)](https://docs.coalesce.io/docs/reference/error-library/blank-column-names-plan-validation-failure.md): Deployment fails at plan validation when a Node has columns with blank or empty names. Fix by editing the Node in the Build tab. - [Duplicate Row Detected During Dml Action Row Values](https://docs.coalesce.io/docs/reference/error-library/duplicate-row-detected-during-dml-action-row-values.md): Duplicate Row Detected During Dml Action Row Values - [Error: GraphExecutor halted and finished](https://docs.coalesce.io/docs/reference/error-library/error-graphexecutor-halted-and-finished.md): GraphExecutor halted and finished encountered failures - [Spaces in METADATA$FILENAME](https://docs.coalesce.io/docs/reference/error-library/error-metadata-filename.md): Unexpected spaces appear in METADATA$FILENAME values when using external tables. - [Error: Field Is Not a Valid GROUP BY Expression](https://docs.coalesce.io/docs/reference/error-library/field-not-valid-group-by-expression-tags.md): Field is not a valid GROUP BY expression in SQL query - [Error Codes Dictionary](https://docs.coalesce.io/docs/reference/error-library.md): You'll find a list of Coalesce error codes and possible solutions. - [Invalid Column Metadata (Deployment Failure With No Failed Stages)](https://docs.coalesce.io/docs/reference/error-library/invalid-column-metadata-deployment-failure.md): Deployment fails with no failed stages when source column references are invalid or metadata is out of sync. - [Error: Invalid Identifier](https://docs.coalesce.io/docs/reference/error-library/invalid-identifier.md): Invalid identifier error - [IP Address Is Not Allowed to Access Snowflake](https://docs.coalesce.io/docs/reference/error-library/ip-address-is-not-allowed-to-access-snowflake.md): IP Address Is Not Allowed to Access Snowflake - [Jobs Fail After Changing Authentication or Credentials](https://docs.coalesce.io/docs/reference/error-library/jobs-failed-due-to-credentials.md): Error - Scheduled Jobs may fail after updating authentication or credentials in Coalesce because the Job Scheduler continues to use the old settings. - [No Stages Rendered](https://docs.coalesce.io/docs/reference/error-library/no-stages-rendered.md): Error - No Stages Rendered - [An error occurred refreshing your OAuth refresh_token](https://docs.coalesce.io/docs/reference/error-library/oauth-refresh-token-error.md): An error occurred refreshing your OAuth refresh_token. Please ensure your OAuth Security Integration is still valid or reauthenticate - [Permission Issues When Adding Sources](https://docs.coalesce.io/docs/reference/error-library/permission-issues.md): Troubleshooting permission and configuration errors when adding sources in Coalesce. - [Primary Key and Schema Change Failures](https://docs.coalesce.io/docs/reference/error-library/primary-key-schema-change-failures.md): Snowflake and other platforms limit certain schema changes; deployment can fail when altering primary keys or column data types. - [Template Rendering Error: No First Item](https://docs.coalesce.io/docs/reference/error-library/sequence-was-empty.md): Error - Template rendering error: No first item, sequence was empty - [Incoming Request Blocked During Snowflake OAuth Setup](https://docs.coalesce.io/docs/reference/error-library/snowflake-incoming-request-blocked.md): Learn how to resolve the "Incoming request blocked" error when setting up Snowflake OAuth in Coalesce by updating your account-level network policies. - [Template Rendering Errors - Jinja and Parse Issues](https://docs.coalesce.io/docs/reference/error-library/template-rendering-errors.md): Recognize common Jinja and template parse errors in Node Create, Run, Pre-SQL, and Post-SQL, find where to fix them, and tell template failures apa... - [Error: Cannot clone transient object](https://docs.coalesce.io/docs/reference/error-library/transient-object.md): Transient object cloning error in Snowflake deployments - [Troubleshooting Template Rendering Errors](https://docs.coalesce.io/docs/reference/error-library/troubleshoot-template-rendering-errors.md): Learn how to identify and resolve common template rendering and deployment errors in Coalesce. - [Unexpected RIGHT_BRACE](https://docs.coalesce.io/docs/reference/error-library/unexpected-brace.md): Error: Unexpected RIGHT_BRACE - [User Not in Environment](https://docs.coalesce.io/docs/reference/error-library/user-not-in-environment.md): If you receive the error, "User not in environment" when deploying via the API, this is typically due to using an API token for a user who has not ... - [AI Assistant](https://docs.coalesce.io/docs/reference/glossary/ai-assistant.md): Definition of the AI Assistant in Coalesce Catalog. - [castor-extractor](https://docs.coalesce.io/docs/reference/glossary/castor-extractor.md): Definition of the castor-extractor CLI for Catalog. - [Catalog Glossary Term](https://docs.coalesce.io/docs/reference/glossary/catalog-glossary-term.md): Definition of glossary terms in Catalog Knowledge versus the docs glossary. - [Catalog MCP](https://docs.coalesce.io/docs/reference/glossary/catalog-mcp.md): Definition of Catalog MCP integration. - [Client-Managed Extraction](https://docs.coalesce.io/docs/reference/glossary/client-managed-extraction.md): Definition of client-managed extraction in Coalesce Catalog. - [Coalesce Catalog](https://docs.coalesce.io/docs/reference/glossary/coalesce-catalog.md): Definition of the Coalesce Catalog product. - [Column-Level Lineage](https://docs.coalesce.io/docs/reference/glossary/column-level-lineage.md): Definition of column-level lineage in Coalesce Transform. - [Create Template](https://docs.coalesce.io/docs/reference/glossary/create-template.md): Definition of Create Templates in Coalesce Transform. - [DAG](https://docs.coalesce.io/docs/reference/glossary/dag.md): Master directed acyclic graphs in Coalesce for building efficient data transformation pipelines. - [Deploy Enabled](https://docs.coalesce.io/docs/reference/glossary/deploy-enabled.md): Definition of Deploy Enabled on Coalesce Nodes. - [Deploy](https://docs.coalesce.io/docs/reference/glossary/deploy.md): Definition of Deploy in Coalesce Transform. - [Description](https://docs.coalesce.io/docs/reference/glossary/description.md): Definition of asset descriptions in Coalesce Catalog. - [Dimension](https://docs.coalesce.io/docs/reference/glossary/dimension.md): Definition of Dimension Nodes in Coalesce Transform. - [Domain](https://docs.coalesce.io/docs/reference/glossary/domain.md): Definition of Domains in Coalesce Catalog Knowledge. - [Environment](https://docs.coalesce.io/docs/reference/glossary/environment.md): Definition of a Coalesce Environment and how it differs from a Workspace. - [Fact](https://docs.coalesce.io/docs/reference/glossary/fact.md): Definition of Fact Nodes in Coalesce Transform. - [Field-Level Lineage](https://docs.coalesce.io/docs/reference/glossary/field-level-lineage.md): Definition of field-level lineage in Coalesce Catalog. - [Graph](https://docs.coalesce.io/docs/reference/glossary/graph.md): Definition of the Coalesce Node Graph and its relationship to the DAG. - [Integration](https://docs.coalesce.io/docs/reference/glossary/integration.md): Definition of Catalog integrations. - [Job](https://docs.coalesce.io/docs/reference/glossary/job.md): Definition of Jobs in Coalesce Transform. - [Lineage](https://docs.coalesce.io/docs/reference/glossary/lineage.md): Definition of lineage in Coalesce Catalog. - [Manual Lineage Importer](https://docs.coalesce.io/docs/reference/glossary/manual-lineage-importer.md): Definition of the manual lineage importer in Coalesce Catalog. - [Metric](https://docs.coalesce.io/docs/reference/glossary/metric.md): Definition of Metrics in Coalesce Catalog Knowledge. - [Node Type V2](https://docs.coalesce.io/docs/reference/glossary/node-type-v2.md): Definition of Node Type V2 in Coalesce Transform. - [Node Type](https://docs.coalesce.io/docs/reference/glossary/node-type.md): Definition of Node Types in Coalesce Transform. - [Node](https://docs.coalesce.io/docs/reference/glossary/node.md): Comprehensive guide to Coalesce nodes and node types. - [Owner](https://docs.coalesce.io/docs/reference/glossary/owner.md): Definition of asset ownership in Coalesce Catalog. - [Package](https://docs.coalesce.io/docs/reference/glossary/package.md): Definition of Packages in Coalesce Transform. - [Project](https://docs.coalesce.io/docs/reference/glossary/project.md): Definition of a Coalesce Project and how it relates to Workspaces and Environments. - [Refresh](https://docs.coalesce.io/docs/reference/glossary/refresh.md): Definition of Refresh in Coalesce Transform. - [Run Template](https://docs.coalesce.io/docs/reference/glossary/run-template.md): Definition of Run Templates in Coalesce Transform. - [Selector](https://docs.coalesce.io/docs/reference/glossary/selector.md): Definition of Selectors for Jobs in Coalesce Transform. - [Source Node](https://docs.coalesce.io/docs/reference/glossary/source-node.md): Definition of Source Nodes in Coalesce Transform pipelines. - [Stage](https://docs.coalesce.io/docs/reference/glossary/stage.md): Definition of Stage Nodes in Coalesce Transform. - [Storage Location](https://docs.coalesce.io/docs/reference/glossary/storage-location.md): Definition of Storage Locations in Coalesce Transform. - [Storage Mapping](https://docs.coalesce.io/docs/reference/glossary/storage-mapping.md): Definition of Storage Mappings in Coalesce Transform. - [Subgraph](https://docs.coalesce.io/docs/reference/glossary/subgraph.md): Definition of Subgraphs in Coalesce Transform. - [Sync Back](https://docs.coalesce.io/docs/reference/glossary/sync-back.md): Definition of sync back in Coalesce Catalog. - [Tag](https://docs.coalesce.io/docs/reference/glossary/tag.md): Definition of Tags in Coalesce Catalog. - [Transform MCP](https://docs.coalesce.io/docs/reference/glossary/transform-mcp.md): Definition of Transform MCP integration. - [Transform Source](https://docs.coalesce.io/docs/reference/glossary/transform-source.md): Definition of transformation sources in Coalesce Catalog. - [User-Defined Node](https://docs.coalesce.io/docs/reference/glossary/user-defined-node.md): Definition of User-Defined Nodes in Coalesce Transform. - [Version Control](https://docs.coalesce.io/docs/reference/glossary/version-control.md): Definition of version control in Coalesce Transform. - [View](https://docs.coalesce.io/docs/reference/glossary/view-node.md): Definition of View Nodes in Coalesce Transform. - [Workspace](https://docs.coalesce.io/docs/reference/glossary/workspace.md): Master Coalesce workspaces as sandbox environments for data transformation development. - [Helper Tokens](https://docs.coalesce.io/docs/reference/helper-tokens.md): Leverage Coalesce helper tokens including SRC, SRC_COL, SRC_NODE, TGT, TGT_COL, and TGT_NODE for dynamic column and node referencing in macros and ... - [Using Jinja with SQL](https://docs.coalesce.io/docs/reference/jinja.md): Comprehensive guide to using Jinja templating with SQL in Coalesce for enhanced data transformation functionality. Learn where to implement Jinja a... - [Using Regular Expressions with Jinja](https://docs.coalesce.io/docs/reference/jinja/jinja-regex.md): Learn how to combine Jinja templating with SQL regular expression functions for advanced pattern matching and string manipulation. Use REGEXP_REPLA... - [Jinja Syntax](https://docs.coalesce.io/docs/reference/jinja/jinja-syntax.md): Learn Jinja templating syntax in Coalesce including variables, statements, loops, conditionals, filters, and data structures. Essential reference f... - [Use Jinja and SQL to Build a Macro](https://docs.coalesce.io/docs/reference/jinja/use-jinja-to-build-a-macro.md): Build custom Coalesce macros using Jinja and SQL for reusable data transformation code. Learn macro syntax, parameter handling, nested macro usage,... - [Macros](https://docs.coalesce.io/docs/reference/macros.md): Build reusable Coalesce macros with Jinja syntax for consistent data transformation code across projects. Learn macro definition, usage in node tem... - [Ref Functions](https://docs.coalesce.io/docs/reference/ref-functions.md): Learn Coalesce ref functions including ref(), ref_link(), ref_no_link(), and this for dynamic database object naming and DAG relationship managemen... - [Selector Queries](https://docs.coalesce.io/docs/reference/selector.md): Learn Coalesce selector queries for filtering and searching nodes across graphs, subgraphs, and jobs. Discover advanced search syntax with attribut... - [What's My ID?](https://docs.coalesce.io/docs/reference/whats-my-id.md): Find workspace, project, environment, run, node, job, and org IDs in the Coalesce app, REST API, and Transform MCP tool calls. - [Step 4: Add a Data Source](https://docs.coalesce.io/docs/setup-your-project/add-a-data-source.md): Learn how Coalesce Transform models existing warehouse tables and views as Source Nodes, how that differs from connecting your Workspace or Environ... - [Step 6: Adding Users and Setting Permissions](https://docs.coalesce.io/docs/setup-your-project/add-users-set-permissions.md): Learn how to add team members and set appropriate permissions in Coalesce. Manage user access through username/password or SSO, and implement role-... - [Step 5: Authentication to Coalesce](https://docs.coalesce.io/docs/setup-your-project/authentication-to-coalesce.md): Learn about Coalesce's comprehensive authentication options, including username/password login, multi-factor authentication, and single sign-on int... - [BigQuery Connection Guide](https://docs.coalesce.io/docs/setup-your-project/connection-guides/bigquery.md): Learn how to authenticate BigQuery with Coalesce using OAuth or service accounts. This guide covers Google Cloud IAM permissions, OAuth setup, serv... - [Databricks Connection Guide](https://docs.coalesce.io/docs/setup-your-project/connection-guides/databricks.md): Seamlessly connect your Databricks account to Coalesce with our comprehensive step-by-step guide. Discover how to configure OAuth authentication, m... - [Fabric Connection Guide](https://docs.coalesce.io/docs/setup-your-project/connection-guides/fabric.md): Some description - [Snowflake Key Pair Authentication](https://docs.coalesce.io/docs/setup-your-project/connection-guides/snowflake/snowflake-key-pair-authentication.md): Implement Snowflake key pair authentication in Coalesce for secure automated connections to Development Workspaces and Environments. Configure encr... - [Snowflake OAuth](https://docs.coalesce.io/docs/setup-your-project/connection-guides/snowflake/snowflake-oauth.md): Configure Snowflake OAuth authentication with Coalesce for seamless single sign-on integration. Set up security integrations, manage client credent... - [Setting Up a Snowflake Service Account for Coalesce](https://docs.coalesce.io/docs/setup-your-project/connection-guides/snowflake/snowflake-service-accounts.md): Learn how to create and configure a Snowflake service account with key pair authentication for connecting Coalesce to your non-development environm... - [Snowflake Username and Password](https://docs.coalesce.io/docs/setup-your-project/connection-guides/snowflake/snowflake-username-and-password.md): Connect Coalesce to Snowflake using basic username and password authentication. Configure cloud or browser-based credential storage with account UR... - [Snowflake](https://docs.coalesce.io/docs/setup-your-project/connection-guides/snowflake.md): Some description - [Step 3: Create a Workspace](https://docs.coalesce.io/docs/setup-your-project/create-a-workspace.md): Learn how to create a Workspace in Coalesce - your sandbox environment for data development and validation. Follow step-by-step instructions to set... - [Step 7: Create Your Environments](https://docs.coalesce.io/docs/setup-your-project/create-your-environments.md): Learn how to create Environments in Coalesce for deploying your data pipelines across development, testing, and production. This guide covers Envir... - [Step 2: Create a Project](https://docs.coalesce.io/docs/setup-your-project/create-your-project.md): Learn how to create a new Project in Coalesce with this step-by-step guide. Discover best practices for organizing your data transformation work, s... - [Setup and Configuration](https://docs.coalesce.io/docs/setup-your-project.md): Complete step-by-step setup and configuration guides for your Coalesce project. Navigate through comprehensive requirements and implementation inst... - [Administrative Tasks](https://docs.coalesce.io/docs/setup-your-project/setup-requirements/administrative-tasks.md): Complete essential administrative setup tasks for seamless Coalesce account configuration within your data and technology infrastructure. Configure... - [Coalesce Git Requirements](https://docs.coalesce.io/docs/setup-your-project/setup-requirements/coalesce-git-requirements.md): Configure Git repositories for Coalesce integration with comprehensive requirements coverage. Supports GitHub, Bitbucket, GitLab, and Azure DevOps ... - [Network Requirements](https://docs.coalesce.io/docs/setup-your-project/setup-requirements/network-requirements.md): Configure proper inbound and outbound traffic for Coalesce connectivity with comprehensive IP address requirements. Ensure secure network access ac... - [Private Connectivity Services](https://docs.coalesce.io/docs/setup-your-project/setup-requirements/privatelink.md): Implement private connectivity services with Coalesce across AWS, Azure, and Google Cloud Platform. Enhance security with AWS PrivateLink, Azure Pr... - [System Requirements](https://docs.coalesce.io/docs/setup-your-project/setup-requirements/system-requirements.md): Meet hardware and software requirements for optimal Coalesce performance across desktop and CLI environments. Configure proper system specification... - [User Tasks](https://docs.coalesce.io/docs/setup-your-project/setup-requirements/user-tasks.md): Complete essential user setup tasks before starting with Coalesce platform. Generate fine-grained access tokens, configure Git accounts, and associ... - [Step: 1 Setup Version Control](https://docs.coalesce.io/docs/setup-your-project/setup-version-control.md): Learn how to set up version control for your Coalesce project with step-by-step instructions for GitHub, Azure DevOps, Bitbucket, and GitLab. This ...