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Observability
Observability
- What is Observability?
- Get Started
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- Core Concepts
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- Integration Agents
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- Event Ingestion API
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    Publish Events via Client SDK
    
    Publish Events Directly
- Projects 🛡️
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    Configure Component Expectations
    
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    All Events Tab
    
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- Release Notes
  Release Notes
  - Open Source
    Open Source
    
    2026
    2026
    
    23 July
    
    3 April
    
    21 March
    
    11 March
    
    2025
    2025
    
    5 November
    
    25 August
    
    28 July
    
    11 April
    
    6 March
    
    27 February
    
    2024
    2024
    
    20 November
    
    21 August
    
    20 August
    
    21 May
    
    13 May
    
    22 April
    
    2023
    2023
    
    26 December
    
    6 December
    
    27 November
    
    14 November
    
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    12 June
    
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    25 May
    
    23 May
    
    18 May
    
    8 May
    
    4 May
    
    1 May
    
    18 April
    
    3 April
    
    27 March
    
    7 March
    
    1 March
    
    23 February
    
    1 February
    
    18 January
    
    2022
    2022
    
    15 December
    
    16 November
    
    19 October
    
    Alpha Release Breaking Changes
    
    Deprecation Notes
    
    Alpha Release
  - Enterprise
    Enterprise
    
    2026
    2026
    
    23 July
    
    3 April
    
    21 March
    
    10 March
    
    2025
    2025
    
    5 November
    
    25 August
    
    28 July
    
    30 April
    
    22 April
    
    17 April
    
    25 March
    
    12 March
    
    4 March
    
    14 February
    
    2024
    2024
    
    22 November
    
    20 November
    
    26 August
    
    12 August
    
    13 July
    
    3 April
    
    26 March
    
    20 March
    
    12 March
    
    19 February
    
    13 February
    
    10 January
  - Agent Changelog
Automation
Automation
- What is Automation?
- Architecture & Concepts
  Architecture & Concepts
- Kitchens
  Kitchens
  - Kitchens Page
  - Kitchen Users
  - Kitchen Security
    
    Kitchen Security
    
    Manage Access
    
    Kitchen Roles
    
    Set Kitchen Type
  - Create Kitchens
  - Configure Kitchens
  - Kitchen History
  - Merge Kitchens
  - Revert Kitchens
    
    Revert Kitchens
    
    Revert Process
  - Delete Kitchens
- Agents
  Agents
  - Agent Resources
  - Specify Agent Groups
- Vaults and Secrets
  Vaults and Secrets
  - Global Vault
    
    Global Vault
    
    Configure Global Vault
  - Kitchen Vault
    
    Kitchen Vault
    
    Configure Kitchen Vaults
    
    Set Vault Inheritance
  - Custom Vaults
    
    Custom Vaults
    
    Configure Custom Vault
  - Secrets
    
    Secrets
    
    Create and Edit Secrets
    
    Delete Secrets
    
    Secrets Usage
    
    Insert Secrets in Recipes
    
    Secrets at Runtime
    
    Security Considerations
- Recipes
  Recipes
- Recipe Nodes
  Recipe Nodes
  - Node Components
  - Rename Nodes
  - Compile Node Files
  - Synchronize Nodes
  - Action Nodes
    
    Action Nodes
    
    Create an Action Node
    
    Configure Action Nodes
    
    Copy and Compute Data Example
    
    Cleanse and Test Raw Data
  - Conditional Nodes
    
    Conditional Nodes
    
    Create a Conditional Node
    
    Edit a Conditional Node
    
    Conditional Node Processing
    
    Processing a Subset Example
    
    Check User Status Example
    
    Process on True Example
    
    Multiple Results Example
  - Container Nodes
    
    Container Nodes
    
    Container Images
    
    Container Node File Structure
    
    Create a Container Node
    
    Configure Container Nodes
    
    Container Notebook Properties
    
    Manage Container Icons
    
    Container Node Tests
    
    Container Node Examples
  - General Purpose Container
    
    General Purpose Container
    
    GPC Pre-Installed Packages
    
    GPC File Structure and Configuration
    
    GPC File Structure and Configuration
    
    GPC description.json
    
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    GPC Basic Example
    
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    Python Dependency Example
    
    Shared Resources Example
  - DataMapper Nodes
    
    DataMapper Nodes
    
    Create a DataMapper Node
    
    Configure DataMapper Nodes
    
    DataMapper Node Properties
    
    DataMapper Node Files
    
    Mapping with Variables Example
    
    Mapping File to Database Example
    
    Wildcard Mapping Example
  - Ingredient Nodes
    
    Ingredient Nodes
    
    Create an Ingredient Node
    
    Configure Ingredient Nodes
    
    Start/Stop a Cloud Resource
    
    Email Approval Utility
    
    Simplify a Variation Graph
    
    Get Database Values for Testing
- Ingredients
  Ingredients
- Recipe Variables
  Recipe Variables
- Data Sources and Data Sinks
  Data Sources and Data Sinks
  - Source and Sink Processing
  - Properties and Variables
    
    Properties and Variables
    
    Connection Properties
    
    Built-In Runtime Variables
    
    File-Based Properties
    
    File-Based Variables
    
    File-Based Wildcards
    
    Database Properties
    
    Database Variables
    
    System Connector Properties
  - Supported Connectors
    
    Supported Connectors
    
    Amazon Redshift/PostgreSQL
    
    Amazon S3
    
    Azure Blob Storage
    
    Azure Data Lake Storage Gen2
    
    DB2
    
    Dictionary
    
    Dictionary
    
    Dictionary Setup Examples
    
    FTP
    
    Google BigQuery
    
    Google Cloud Storage
    
    Microsoft SQL Server/Azure Synapse
    
    MySQL
    
    Oracle
    
    Salesforce
    
    SFTP
    
    Snowflake
    
    Teradata
  - File Settings for SQL Connectors
  - Data Source SQL Fields
  - Tips on Key Generation
  - Sources and Sinks in Container Nodes
- Tests
  Tests
- Orders
  Orders
  - Run an Order
    
    Run an Order
    
    Order-Time Overrides
    
    Run One Node
    
    Resume Order Runs
    
    Order Run Execution
  - Order Runs
    
    Order Runs
    
    Order Run Details
    
    Order Run Logs
    
    Order Run Test Results
    
    Order Run Timings
  - File Evaluation Sequence
  - Runtime Resources
- Schedules
  Schedules
- Alerts
  Alerts
- Reports
- CLI
  CLI
  - Install and Upgrade DKCloudCommand
  - Set Up Merge and Diff Tool
  - Configure DKCloudCommand
  - Manage User Contexts
  - Set Up Local Workspace
  - Kitchen Settings
  - Command and Option References
    
    Command and Option References
    
    Commands Reference
    
    Options Reference
  - DKCloudCommand Walkthroughs
    
    DKCloudCommand Walkthroughs
    
    Useful DKCloudCommand Techniques
    
    Common DKCloudCommand Sequences
    
    active-serving-watcher
    
    config
    
    config-list
    
    context-delete
    
    context-list
    
    context-switch
    
    file-compile
    
    file-delete
    
    file-diff
    
    file-get
    
    file-history
    
    file-merge
    
    file-resolve
    
    file-update
    
    git-setup
    
    kitchen-config
    
    kitchen-create
    
    kitchen-delete
    
    kitchen-get
    
    kitchen-history
    
    kitchen-list
    
    kitchen-merge
    
    kitchen-merge-preview
    
    kitchen-revert
    
    kitchen-settings-get
    
    kitchen-settings-update
    
    kitchen-which
    
    order-delete
    
    order-list
    
    order-run
    
    order-stop
    
    orderrun-delete
    
    orderrun-info
    
    orderrun-resume
    
    orderrun-stop
    
    recipe-compile
    
    recipe-copy
    
    recipe-create
    
    recipe-delete
    
    recipe-get
    
    recipe-ingredient-list
    
    recipe-list
    
    recipe-status
    
    recipe-update
    
    recipe-validate
    
    recipe-variation-list
    
    secret-delete
    
    secret-exists
    
    secret-list
    
    secret-write
    
    user-info
    
    vault-config
    
    vault-delete
    
    vault-info
- API
  API
- Troubleshooting
  Troubleshooting
  - 504 Errors
  - Order Problems
    
    Order Problems
    
    File Not Found
    
    Insufficient Resources
    
    Parameter Configuration Problem
    
    Vault Entry Problem
  - Pinned Package Dependencies
  - Resolve DKCloudCommand SSL Errors
  - Troubleshoot CLI Issues
    
    Troubleshoot CLI Issues
    
    Cannot Save to Disk
    
    Python Package Conflict
    
    Unknown Error in Command Runs
  - Run kitchen-merge-preview Again
- Release Notes
  Release Notes
  - 2026
    2026
    
    9 July
    
    24 June
    
    18 June
    
    7 March
  - 2025
    2025
    
    27 September
    
    30 August
    
    23 April
    
    9 April
    
    6 March
    
    7 February
  - 2024
    2024
    
    22 February
    
    31 January
    
    17 January
  - 2023
    2023
    
    28 December
    
    28 September
    
    13 September
    
    August Changelog
    
    10 July
    
    19 June
    
    17 April
    
    27 March
    
    14 February
    
    DKCloudCommand Breaking Change
    
    31 January
    
    24 January
    
    18 January
  - 2022
    2022
    
    28 December
    
    22 December
    
    15 December Library Upgrades
    
    1 December
    
    9 November
    
    20 June
    
    16 May
    
    12 April
    
    29 March
    
    8 March
    
    1 March
    
    22 February
    
    23 January
    
    11 January
  - 2021
    2021
    
    22 November
    
    7 November
    
    31 October
    
    24 October
    
    3 October
    
    26 September
    
    12 September
    
    29 August
    
    9 August
    
    25 July
    
    6 July
    
    27 June
    
    7 June
    
    24 May
    
    17 May
    
    3 May
    
    26 April
    
    19 April
    
    12 April
    
    5 April
    
    29 March
    
    22 March
    
    15 March
    
    8 March
    
    1 March
    
    15 February
    
    8 February
    
    1 February
    
    25 January
    
    18 January
    
    11 January
  - 2020
    2020
    
    21 December
    
    14 December
    
    7 December
    
    16 November
    
    9 November
    
    2 November
    
    19 October
    
    12 October
    
    5 October
    
    28 September
    
    21 September
    
    14 September
    
    8 September
    
    17 August
    
    10 August
    
    27 July
    
    20 July
    
    13 July
    
    6 July
    
    29 June
    
    22 June
    
    15 June
    
    8 June
    
    1 June
    
    26 May
    
    18 May
    
    11 May
    
    4 May
    
    27 April
    
    20 April
    
    6 April
  - GPC Image Changelog
  - Kubernetes Cluster Changelog
Tutorials
Tutorials
- Data Observability Quickstart Demo
  Data Observability Quickstart Demo
- Data Quality Quickstart Demos
  Data Quality Quickstart Demos
- DataOps Concepts
  DataOps Concepts
Contact Support

Home
Automation
Release Notes
2026

9 July 2026 Release Notes¶

Version 1.5.23

We applied general fixes to reduce errors and increase performance.

Automation Release Notes

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