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@@ -6,7 +6,7 @@ title: Project Dashboard
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The ClearML Project Dashboard App is available under the ClearML Pro plan
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:::
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The Project Dashboard Application provides an overview of a project or workspace’s progress. It presents an aggregated
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The Project Dashboard Application provides an overview of a project or workspace's progress. It presents an aggregated
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view of task status and a chosen metric over time, as well as project GPU and worker usage. It also supports alerts/warnings
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on completed/failed Tasks via Slack integration.
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@@ -15,7 +15,7 @@ on completed/failed Tasks via Slack integration.
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values from the file, which can be modified before launching the app instance
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* **Dashboard Title** - Name of the project dashboard instance, which will appear in the instance list
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* **Monitoring** - Select what the app instance should monitor. The options are:
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* Project - Monitor a specific project. You can select an option to also monitor the specified project’s subprojects
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* Project - Monitor a specific project. You can select an option to also monitor the specified project's subprojects
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* Entire workspace - Monitor all projects in your workspace
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:::caution
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@@ -34,7 +34,7 @@ of the chosen metric over time.
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* Alert Iteration Threshold - Minimum number of task iterations to trigger Slack alerts (tasks that fail prior to the threshold will be ignored)
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* **Additional options**
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* Track manual (non agent-run) experiments as well - Select to include in the dashboard experiments that were not executed by an agent
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* Alert on completed experiments - Select to include completed tasks in alerts: in the dashboard’s Task Alerts section and in Slack Alerts.
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* Alert on completed experiments - Select to include completed tasks in alerts: in the dashboard's Task Alerts section and in Slack Alerts.
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* **Export Configuration** - Export the app instance configuration as a JSON file, which you can later import to create
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a new instance with the same configuration.
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@@ -48,7 +48,7 @@ Once a project dashboard instance is launched, its dashboard displays the follow
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* Experiments Summary - Number of tasks by status over time
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* Monitoring - GPU utilization and GPU memory usage
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* Metric Monitoring - An aggregated view of the values of a metric over time
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* Project’s Active Workers - Number of workers currently executing experiments in the monitored project
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* Project's Active Workers - Number of workers currently executing experiments in the monitored project
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* Workers Table - List of active workers
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* Task Alerts
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* Failed tasks - Failed experiments and their time of failure summary
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@@ -6,7 +6,7 @@ title: Overview
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ClearML Applications are available under the ClearML Pro plan
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:::
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Use ClearML’s GUI Applications to manage ML workloads and automatically run your recurring workflows without any coding.
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Use ClearML's GUI Applications to manage ML workloads and automatically run your recurring workflows without any coding.
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@@ -18,23 +18,23 @@ ClearML provides the following applications:
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* [**AWS Autoscaler**](apps_aws_autoscaler.md) - Optimize AWS EC2 instance usage according to a defined instance budget
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* [**GCP Autoscaler**](apps_gcp_autoscaler.md) - Optimize GCP instance usage according to a defined instance budget
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* [**Hyperparameter Optimization**](apps_hpo.md) - Find the parameter values that yield the best performing models
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* **Nvidia Clara** - Train models using Nvidia’s Clara framework
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* **Nvidia Clara** - Train models using Nvidia's Clara framework
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* [**Project Dashboard**](apps_dashboard.md) - High-level project monitoring with Slack alerts
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* [**Task Scheduler**](apps_task_scheduler.md) - Schedule tasks for one-shot and/or periodic execution at specified times (available under ClearML Enterprise Plan)
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* [**Trigger Manager**](apps_trigger_manager) - Define tasks to be run when predefined events occur (available under ClearML Enterprise Plan)
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## App Pages Layout
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Each application’s page is split into two sections:
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Each application's page is split into two sections:
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* App Instance List - Launch new app instances and view previously launched instances. Click on an instance to view its
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dashboard. Hover over it to access the [app instance actions](#app-instance-actions).
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* App Instance Dashboard - The main section of the app page: displays the selected app instance’s status and results.
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* App Instance Dashboard - The main section of the app page: displays the selected app instance's status and results.
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## Launching an App Instance
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1. Choose the desired app
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1. Click the `Launch New` button <img src="/docs/latest/icons/ico-add.svg" alt="Add new" className="icon size-md space-sm" /> to open the app’s configuration wizard
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1. Click the `Launch New` button <img src="/docs/latest/icons/ico-add.svg" alt="Add new" className="icon size-md space-sm" /> to open the app's configuration wizard
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1. Fill in the configuration details
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1. **Launch**
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@@ -18,7 +18,7 @@ top-level projects are displayed. Click on a project card to view the project's
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Click on a dataset card to navigate to its [Version List](webapp_dataset_viewing.md), where you can view the
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dataset versions' lineage and contents.
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Filter the datasets to find the one you’re looking for more easily. These filters can be applied by clicking <img src="/docs/latest/icons/ico-filter-off.svg" alt="Filter" className="icon size-md" />:
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Filter the datasets to find the one you're looking for more easily. These filters can be applied by clicking <img src="/docs/latest/icons/ico-filter-off.svg" alt="Filter" className="icon size-md" />:
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* My Work - Show only datasets that you created
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* Tags - Choose which tags to filter by from a list of tags used in the datasets.
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* Filter by multiple tag values using the **ANY** or **ALL** options, which correspond to the logical "AND" and "OR"
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@@ -29,7 +29,7 @@ Filter the datasets to find the one you’re looking for more easily. These filt
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## Project Cards
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In Project view, project cards display a project’s summarized dataset information:
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In Project view, project cards display a project's summarized dataset information:
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<div class="max-w-50">
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@@ -74,7 +74,7 @@ of a dataset card to open its context menu and access dataset actions.
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</div>
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* **Rename** - Change the dataset’s name
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* **Rename** - Change the dataset's name
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* **Add Tag** - Add label to the dataset to help easily classify groups of dataset.
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* **Delete** - Delete the dataset and all of its versions. To delete a dataset, all its versions must first be
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archived.
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@@ -24,7 +24,7 @@ Each node in the graph represents a dataset version, and shows the following det
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* Version size
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* Version update time
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* Version details button - Hover over the version and click <img src="/docs/latest/icons/ico-console.svg" alt="console" className="icon size-md space-sm" />
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to view the version’s [details panel](#version-details-panel)
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to view the version's [details panel](#version-details-panel)
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:::tip archiving versions
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You can archive dataset versions so the versions list doesn't get too cluttered. Click **OPEN ARCHIVE** on the top of
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@@ -65,7 +65,7 @@ On the right side of the dataset version panel, view the **VERSION INFO** which
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</div>
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To view a version’s detailed information, click **Full details**, which will open the dataset version’s [task page](../webapp_exp_track_visual.md).
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To view a version's detailed information, click **Full details**, which will open the dataset version's [task page](../webapp_exp_track_visual.md).
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@@ -84,7 +84,7 @@ to view the version's details panel. The panel includes three tabs:
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* **CONSOLE** - The dataset version’s console output
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* **CONSOLE** - The dataset version's console output
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@@ -11,9 +11,9 @@ view, all pipelines are shown side-by-side. In Project view, pipelines are organ
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top-level projects are displayed. Click on a project card to view the project's pipelines.
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Click on a pipeline card to navigate to its [Pipeline Runs Table](webapp_pipeline_table.md), where you can view the
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pipeline structure, configuration, and outputs of all the pipeline’s runs, as well as create new runs.
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pipeline structure, configuration, and outputs of all the pipeline's runs, as well as create new runs.
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Filter the pipelines to find the one you’re looking for more easily. These filters can be applied by clicking <img src="/docs/latest/icons/ico-filter-off.svg" alt="Filter" className="icon size-md" />:
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Filter the pipelines to find the one you're looking for more easily. These filters can be applied by clicking <img src="/docs/latest/icons/ico-filter-off.svg" alt="Filter" className="icon size-md" />:
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* My Work - Show only pipelines that you created
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* Tags - Choose which tags to filter by from a list of tags used in the pipelines.
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* Filter by multiple tag values using the **ANY** or **ALL** options, which correspond to the logical "AND" and "OR"
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@@ -46,7 +46,7 @@ In List view, the pipeline cards display summarized pipeline information:
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</div>
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* Pipeline name
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* Time since the pipeline’s most recent run
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* Time since the pipeline's most recent run
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* Run summary - Number of *Running*/*Pending*/*Completed*/*Failed* runs
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* Tags
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@@ -62,7 +62,7 @@ of a pipeline card to open its context menu and access pipeline actions.
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</div>
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* **Rename** - Change the pipeline’s name
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* **Rename** - Change the pipeline's name
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* **Add Tag** - Add label to the pipeline to help easily classify groups of pipelines.
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* **Delete** - Delete the pipeline: delete all its runs and any models/artifacts produced (a list of remaining artifacts
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is returned). To delete a pipeline, all its runs must first be archived.
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@@ -2,14 +2,14 @@
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title: The Pipeline Runs Table
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---
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The pipeline runs table is a [customizable](#customizing-the-runs-table) list of the pipeline’s runs. Use it to
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view a run’s details, and manage runs (create, continue, or abort). The runs table's auto-refresh allows users
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The pipeline runs table is a [customizable](#customizing-the-runs-table) list of the pipeline's runs. Use it to
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view a run's details, and manage runs (create, continue, or abort). The runs table's auto-refresh allows users
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to continually monitor run progress.
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View the runs table in table view <img src="/docs/latest/icons/ico-table-view.svg" alt="Table view" className="icon size-md space-sm" />
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or in details view <img src="/docs/latest/icons/ico-split-view.svg" alt="Details view" className="icon size-md space-sm" />,
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using the buttons on the top left of the page. Use the table view for a comparative view of your runs according to
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columns of interest. Use the details view to access a selected run’s details, while keeping the pipeline runs list in view.
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columns of interest. Use the details view to access a selected run's details, while keeping the pipeline runs list in view.
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Details view can also be accessed by double-clicking a specific pipeline run in the table view to open its details view.
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You can archive pipeline runs so the runs table doesn't get too cluttered. Click **OPEN ARCHIVE** on the top of the
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@@ -32,7 +32,7 @@ The models table contains the following columns:
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| Column | Description | Type |
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|---|---|---|
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| **RUN** | Pipeline run identifier | String |
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| **VERSION** | The pipeline version number. Corresponds to the [PipelineController](../../references/sdk/automation_controller_pipelinecontroller.md#class-pipelinecontroller)’s and [PipelineDecorator](../../references/sdk/automation_controller_pipelinecontroller.md#class-automationcontrollerpipelinedecorator)’s `version` parameter | Version string |
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| **VERSION** | The pipeline version number. Corresponds to the [PipelineController](../../references/sdk/automation_controller_pipelinecontroller.md#class-pipelinecontroller)'s and [PipelineDecorator](../../references/sdk/automation_controller_pipelinecontroller.md#class-automationcontrollerpipelinedecorator)’s `version` parameter | Version string |
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| **TAGS** | Descriptive, user-defined, color-coded tags assigned to run. | Tag |
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| **STATUS** | Pipeline run's status. See a list of the [task states and state transitions](../../fundamentals/task.md#task-states). For Running, Failed, and Aborted runs, you will also see a progress indicator next to the status. See [here](../../pipelines/pipelines.md#tracking-pipeline-progress). | String |
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| **USER** | User who created the run. | String |
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@@ -2,7 +2,7 @@
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title: Pipeline Run Details
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---
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The run details panel shows the pipeline’s structure and the execution status of every step, as well as the run’s
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The run details panel shows the pipeline's structure and the execution status of every step, as well as the run's
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configuration parameters and output.
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@@ -15,7 +15,7 @@ Each step shows:
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* Step status
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* Step execution time
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* Step log button - Hover over the step and click <img src="/docs/latest/icons/ico-console.svg" alt="console" className="icon size-md space-sm" />
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to view the step’s [details panel](#run-and-step-details-panel)
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to view the step's [details panel](#run-and-step-details-panel)
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While the pipeline is running, the steps’ details and colors are updated.
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