chore: import upstream snapshot with attribution
CI (OpenClaw E2E) / openclaw test (push) Has been cancelled
CI / coverage-report (push) Has been cancelled
CI / test-kubernetes (push) Has been cancelled
CI / should-run-thorough (push) Has been cancelled
CI / test-thorough (cloudwatch-demo) (push) Has been cancelled
CI / test-thorough (flink-ecs) (push) Has been cancelled
CI / test-thorough (upstream-lambda) (push) Has been cancelled
CI / test-thorough (prefect-ecs-fargate) (push) Has been cancelled
Release / build-binaries (zip, opensre.exe, onefile, windows-latest, windows-x64) (push) Has been cancelled
Benchmark image — build + push to ECR (any adapter) / build + push (push) Has been cancelled
CI / quality (ubuntu-latest) (push) Has been cancelled
CI / test (tools-runtime) (push) Has been cancelled
CI / test (e2e-general) (push) Has been cancelled
CI / test (cli-runtime) (push) Has been cancelled
CI / test (e2e-provider-and-openclaw) (push) Has been cancelled
CI / test (integrations-and-misc) (push) Has been cancelled
Release / verify (push) Has been cancelled
Release / build-python-dist (push) Has been cancelled
Release / build-binaries (tar.gz, opensre, onedir, macos-15-intel, darwin-x64) (push) Has been cancelled
Release / build-binaries (tar.gz, opensre, onedir, macos-latest, darwin-arm64) (push) Has been cancelled
Release / build-binaries (tar.gz, opensre, onedir, ubuntu-22.04, linux-x64) (push) Has been cancelled
Release / publish-release (push) Has been cancelled
Release / publish-main-release (push) Has been cancelled
Interactive Shell Live (PR + post-merge) / turn-checks (no-LLM) (push) Has been cancelled
CodeQL / Analyze (python) (push) Has been cancelled
Interactive Shell Live (PR + post-merge) / turn-live shard ${{ matrix.shard_index }} (push) Has been cancelled
Release / prepare (push) Has been cancelled
Release / build-binaries (tar.gz, opensre, onedir, ubuntu-22.04-arm, linux-arm64) (push) Has been cancelled
Synthetic Deterministic Tests / Synthetic offline (deterministic) (push) Has been cancelled
CI (OpenClaw E2E) / openclaw test (push) Has been cancelled
CI / coverage-report (push) Has been cancelled
CI / test-kubernetes (push) Has been cancelled
CI / should-run-thorough (push) Has been cancelled
CI / test-thorough (cloudwatch-demo) (push) Has been cancelled
CI / test-thorough (flink-ecs) (push) Has been cancelled
CI / test-thorough (upstream-lambda) (push) Has been cancelled
CI / test-thorough (prefect-ecs-fargate) (push) Has been cancelled
Release / build-binaries (zip, opensre.exe, onefile, windows-latest, windows-x64) (push) Has been cancelled
Benchmark image — build + push to ECR (any adapter) / build + push (push) Has been cancelled
CI / quality (ubuntu-latest) (push) Has been cancelled
CI / test (tools-runtime) (push) Has been cancelled
CI / test (e2e-general) (push) Has been cancelled
CI / test (cli-runtime) (push) Has been cancelled
CI / test (e2e-provider-and-openclaw) (push) Has been cancelled
CI / test (integrations-and-misc) (push) Has been cancelled
Release / verify (push) Has been cancelled
Release / build-python-dist (push) Has been cancelled
Release / build-binaries (tar.gz, opensre, onedir, macos-15-intel, darwin-x64) (push) Has been cancelled
Release / build-binaries (tar.gz, opensre, onedir, macos-latest, darwin-arm64) (push) Has been cancelled
Release / build-binaries (tar.gz, opensre, onedir, ubuntu-22.04, linux-x64) (push) Has been cancelled
Release / publish-release (push) Has been cancelled
Release / publish-main-release (push) Has been cancelled
Interactive Shell Live (PR + post-merge) / turn-checks (no-LLM) (push) Has been cancelled
CodeQL / Analyze (python) (push) Has been cancelled
Interactive Shell Live (PR + post-merge) / turn-live shard ${{ matrix.shard_index }} (push) Has been cancelled
Release / prepare (push) Has been cancelled
Release / build-binaries (tar.gz, opensre, onedir, ubuntu-22.04-arm, linux-arm64) (push) Has been cancelled
Synthetic Deterministic Tests / Synthetic offline (deterministic) (push) Has been cancelled
This commit is contained in:
@@ -0,0 +1,75 @@
|
||||
---
|
||||
title: "Nextflow"
|
||||
description: "Monitor Nextflow pipelines with Tracer"
|
||||
---
|
||||
|
||||
Tracer integrates with Nextflow to provide step-level visibility into every process and container.<br/>
|
||||
Once installed, it automatically detects all Nextflow processes and displays real-time metrics, performance traces, and cost data for each task.
|
||||
|
||||
## Why use Tracer when running Nextflow pipelines
|
||||
|
||||
Many teams running Nextflow also rely on Seqera Platform to orchestrate and monitor workflows across different environments.<br/>
|
||||
|
||||
Because both tools appear in the same setups, we’ve prepared an objective comparison that explains how Tracer and Seqera differ in focus and how they can complement each other effectively.
|
||||
You can read the full comparison here: [Tracer vs Seqera](/comparisons/Tracer_vs_Seqera)
|
||||
|
||||
Nextflow orchestrates complex scientific workflows efficiently, but it doesn’t provide full visibility into why certain tasks run slowly, stall, or waste compute. Tracer fills that gap:
|
||||
|
||||
- Real-time insight into every process, container, and tool
|
||||
- Performance metrics (CPU, memory, I/O, GPU) per task
|
||||
- Automatic detection of idle or blocked tasks
|
||||
- AI-native logging for easy debugging and root-cause analysis
|
||||
- Works across local, HPC, or cloud environments without changes to your Nextflow code
|
||||
|
||||
## Getting Started
|
||||
|
||||
### Prerequisites
|
||||
|
||||
- Nextflow installed and working (`nextflow run hello` test passes)
|
||||
- Tracer installed on [your operating system](/environments/overview)
|
||||
|
||||
### Just run your pipeline, Tracer will automatically attach
|
||||
|
||||
If Tracer is already installed on your operating system, you only need to enable the Tracer agent for pipelines that have not been run with Tracer before.<br/>
|
||||
In that case, run the following command:
|
||||
|
||||
```bash
|
||||
sudo tracer init --token <your-token>
|
||||
```
|
||||
<Info> Go to our [onboarding](https://app.tracer.cloud/dashboard) to get your own personal token</Info>
|
||||
|
||||
When running this command, you will be asked to name your pipeline for clear labeling in the dashboard.
|
||||
|
||||
## Examples
|
||||
|
||||
Launch the Tracer demo workflow:
|
||||
|
||||
```bash
|
||||
sudo tracer demo
|
||||
```
|
||||
Or run any Nextflow pipeline as usual.
|
||||
|
||||
Once the pipeline starts, open the Tracer dashboard, and you’ll see each Nextflow process as a timeline step updating in real time.
|
||||
|
||||
<Card href="https://app.tracer.cloud/tracer-bioinformatics">
|
||||
<img
|
||||
className="block dark:hidden"
|
||||
src="/images/logo/tracer/Tracer Full Body - Black.png"
|
||||
alt="Tracer Logo"
|
||||
style={{ width: '10%', height: 'auto', marginBottom: '1rem' }}
|
||||
/>
|
||||
<img
|
||||
className="hidden dark:block"
|
||||
src="/images/logo/tracer/Tracer Full Body - Black.png"
|
||||
alt="Tracer Logo"
|
||||
style={{ width: '10%', height: 'auto', marginBottom: '1rem' }}
|
||||
/>
|
||||
|
||||
<div style={{ fontSize: '1.3rem', fontWeight: '700', marginBottom: '1 rem', color: 'inherit' }}>
|
||||
Watch your pipeline run in the Tracer dashboard
|
||||
</div>
|
||||
|
||||
<div style={{ color: 'inherit' }}>
|
||||
View real-time metrics, resource usage, and performance insights for your pipeline runs.
|
||||
</div>
|
||||
</Card>
|
||||
Reference in New Issue
Block a user