Enable using external run logs with nf-aggregate

.devcontainer/devcontainer.json

@@ -1,20 +1,32 @@
+//
+// MAIN PRODUCTION DEVCONTAINER CONFIG
+// Uses image that is pre-built and pushed to GitHub
+// See .github/.devcontainer/devcontainer.json for build
+//
 {
-    "name": "nfcore",
-    "image": "nfcore/gitpod:latest",
-    "remoteUser": "gitpod",
-    "runArgs": ["--privileged"],
-
-    // Configure tool-specific properties.
+    "name": "nf-aggregate",
+    "image": "ghcr.io/nextflow-io/training:latest",
+    "workspaceFolder": "/workspaces/nf-aggregate",
+    "remoteUser": "root",
+    "remoteEnv": {
+        // Nextflow installation version
+        "NXF_HOME": "/workspaces/.nextflow",
+        "NXF_EDGE": "0",
+        "NXF_VER": "24.10.4",
+        // Other env vars
+        "HOST_PROJECT_PATH": "/workspaces/nf-aggregate",
+        "SHELL": "/bin/bash" // Ush bash
+    },
+    "onCreateCommand": "bash .devcontainer/setup.sh",
     "customizations": {
-        // Configure properties specific to VS Code.
         "vscode": {
-            // Set *default* container specific settings.json values on container create.
+            "extensions": ["nf-core.nf-core-extensionpack"],
+            // Use Python from conda
             "settings": {
                 "python.defaultInterpreterPath": "/opt/conda/bin/python"
             },
-
-            // Add the IDs of extensions you want installed when the container is created.
-            "extensions": ["ms-python.python", "ms-python.vscode-pylance", "nf-core.nf-core-extensionpack"]
+            // Use bash
+            "terminal.integrated.defaultProfile.linux": "bash"
         }
     }
 }

.devcontainer/setup.sh

@@ -0,0 +1,20 @@
+#!/usr/bin/env bash
+
+# Fix for Java options
+printf 'unset JAVA_TOOL_OPTIONS\n' >> $HOME/.bashrc
+unset JAVA_TOOL_OPTIONS
+
+# Customise the terminal command prompt
+printf "export PS1='\\[\\e[3;36m\\]\${PWD#/workspaces/} ->\\[\\e[0m\\] '\n" >> $HOME/.bashrc
+export PS1='\[\e[3;36m\]${PWD#/workspaces/} ->\[\e[0m\] '
+
+# Force Java environment variables to use conda installation
+printf 'export JAVA_HOME=/opt/conda\nexport JAVA_CMD=/opt/conda/bin/java\n' >> $HOME/.bashrc
+export JAVA_HOME=/opt/conda
+export JAVA_CMD=/opt/conda/bin/java
+
+# Update Nextflow
+nextflow self-update
+nextflow -version
+
+cat /usr/local/etc/vscode-dev-containers/first-run-notice.txt

.vscode/settings.json

@@ -1,3 +1,4 @@
 {
-    "markdown.styles": ["public/vscode_markdown.css"]
+    "markdown.styles": ["public/vscode_markdown.css"],
+    "nextflow.telemetry.enabled": false
 }

CHANGELOG.md

@@ -3,7 +3,34 @@
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## 0.6.0
+## 0.7.0
+
+Special thanks to the following for their contributions to the release:
+
+- [Edmund Miller](https://github.com/edmundmiller)
+- [Florian Wuennemann](https://github.com/FloWuenne)
+- [Maxime Garcia](https://github.com/maxulysse)
+
+Thank you to everyone else that has contributed by reporting bugs, enhancements or in any other way, shape or form.
+
+### Enhancements & fixes
+
+- [PR #88](https://github.com/seqeralabs/nf-aggregate/pull/88) - Update tw cli container version to 0.11.2 and allow .nextflow.log to be missing from tw call
+- [PR #89](https://github.com/seqeralabs/nf-aggregate/pull/89) - Enable usage of external run dumps with nf-aggregate & update devcontainer specifications
+
+### Software dependencies
+
+| Dependency  | Old version | New version |
+| ----------- | ----------- | ----------- |
+| `tower-cli` | 0.9.2       | 0.11.2      |
+
+> **NB:** Dependency has been **updated** if both old and new version information is present.
+>
+> **NB:** Dependency has been **added** if just the new version information is present.
+>
+> **NB:** Dependency has been **removed** if new version information isn't present.
+
+## [[0.6.0](https://github.com/seqeralabs/nf-aggregate/releases/tag/0.6.0] - 2024-03-31)
 
 ### Credits
 

README.md

@@ -69,6 +69,21 @@ id,workspace,group
 4VLRs7nuqbAhDy,community/showcase,group2
 ```
 
+## Use logs from an external Seqera Platform deployment
+
+Sometimes we want to compile benchmark reports from runs from two different Seqera platform deployments, for example a dev and a production environment to compare performance. External logs in nf-aggregate can be used by specifying the workspace as `external` and providing some additional optional columns that point to the log folder and specify whether these external logs contain fusion logs (did you export them with the `--add-fusion-logs` flag in your `tw run dumps`. If they do contain fusion logs, you can generate a gannt plot for them, as for runs supplied only via id.)
+
+Here is an example of using a mix of run ids for which we want to extract logs from our platform deployment and some run logs from another deployment we want to compare. In the example below, `1JI5B1avuj3o58` is a run that contains fusion logs, while `1vsww7GjKBsVNa` does not contain fusion logs.
+
+```
+id,workspace,group,logs,fusion
+3VcLMAI8wyy0Ld,community/showcase,group1,
+1JI5B1avuj3o58,external,group2,/path/to/my/run_dumps_tarball.tar.gz,true
+1vsww7GjKBsVNa,external,group2,/path/to/my/run_dumps_folder,false
+```
+
+## Incorporate AWS split cost allocation data
+
 To incorporate AWS cost data into the benchmark report, use the `benchmark_aws_cur_report` parameter. This should point to a valid AWS Cost and Usage Report (CUR) file in Parquet format, currently only supporting CUR 1.0. The file can be stored locally or in a cloud bucket.
 To run nf-aggregate and generate benchmark reports, you can use the following command:
 

assets/schema_input.json

@@ -15,15 +15,26 @@
             },
             "workspace": {
                 "type": "string",
-                "pattern": "^[a-zA-Z0-9](?:[a-zA-Z0-9]|[-_](?=[a-zA-Z0-9])){1,38}/[a-zA-Z0-9](?:[a-zA-Z0-9]|[-_](?=[a-zA-Z0-9])){1,38}$",
-                "errorMessage": "Please provide a valid Seqera Platform Workspace name",
+                "pattern": "^(?:external|[a-zA-Z0-9][a-zA-Z0-9-_]{0,38}/[a-zA-Z0-9][a-zA-Z0-9-_]{0,38})$",
+                "errorMessage": "Please provide a valid Seqera Platform Workspace name or 'external'",
                 "meta": ["workspace"]
             },
             "group": {
                 "type": "string",
                 "pattern": "^[a-zA-Z0-9][-a-zA-Z0-9_ ]{0,37}$",
                 "errorMessage": "Please provide a valid group name",
                 "meta": ["group"]
+            },
+            "logs": {
+                "type": "string",
+                "format": "file-path",
+                "pattern": "^\\S+$",
+                "errorMessage": "Please provide a valid file path to your Seqera Platform logs.",
+                "meta": ["logs"]
+            },
+            "fusion": {
+                "type": "boolean",
+                "meta": ["fusion"]
             }
         },
         "required": ["id", "workspace"]

nextflow.config

@@ -62,6 +62,12 @@ profiles {
     test {
         params.input = "${projectDir}/workflows/nf_aggregate/assets/test_run_ids.csv"
     }
+    test_benchmark {
+        params.input                        = "${projectDir}/workflows/nf_aggregate/assets/test_benchmark.csv"
+        params.generate_benchmark_report    = true
+        params.skip_run_gantt               = true
+        params.skip_multiqc                 = true
+    }
     test_full {
         params.input = "${projectDir}/workflows/nf_aggregate/assets/test_run_ids.csv"
     }
@@ -320,7 +326,7 @@ manifest {
 
 // Nextflow plugins
 plugins {
-    id 'nf-schema@2.3.0' // Validation of pipeline parameters and creation of an input channel from a sample sheet
+    id 'nf-schema@2.2.1' // Validation of pipeline parameters and creation of an input channel from a sample sheet
 }
 
 validation {

subworkflows/local/utils_nf_aggregate/tests/main.nf.test.snap

@@ -3,46 +3,76 @@
         "content": [
             [
                 {
+                    "fusion": [
+
+                    ],
                     "group": [
 
                     ],
                     "id": "2lXd1j7OwZVfxh",
+                    "logs": [
+
+                    ],
                     "workspace": "community/showcase"
                 },
                 {
+                    "fusion": [
+
+                    ],
                     "group": [
 
                     ],
                     "id": "38QXz4OfQDpwOV",
+                    "logs": [
+
+                    ],
                     "workspace": "community/showcase"
                 },
                 {
+                    "fusion": [
+
+                    ],
                     "group": [
 
                     ],
                     "id": "3iFMo0NtH1Byvy",
+                    "logs": [
+
+                    ],
                     "workspace": "community/showcase"
                 },
                 {
+                    "fusion": [
+
+                    ],
                     "group": [
 
                     ],
                     "id": "4Bi5xBK6E2Nbhj",
+                    "logs": [
+
+                    ],
                     "workspace": "community/showcase"
                 },
                 {
+                    "fusion": [
+
+                    ],
                     "group": [
 
                     ],
                     "id": "4LWT4uaXDaGcDY",
+                    "logs": [
+
+                    ],
                     "workspace": "community/showcase"
                 }
             ]
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.01.0"
+            "nextflow": "24.10.4"
         },
-        "timestamp": "2025-02-26T16:10:24.54507716"
+        "timestamp": "2025-04-19T22:12:59.208411"
     }
 }

tests/.nftignore

@@ -10,3 +10,4 @@ multiqc/multiqc_report.html
 nf-core_*/gantt/*_gantt.html
 pipeline_info/*.{html,json,txt,yml}
 **/runs_dump/**/service-info.json
+benchmark_report/benchmark_report.html

tests/main.nf.test

@@ -13,6 +13,39 @@ nextflow_pipeline {
             }
         }
 
+        then {
+            // stable_name: All files + folders in ${params.outdir}/ with a stable name
+            def stable_name = getAllFilesFromDir(params.outdir, relative: true, includeDir: true, ignore: ['pipeline_info/*.{html,json,txt}'])
+            // stable_path: All files in ${params.outdir}/ with stable content
+            def stable_path = getAllFilesFromDir(params.outdir, ignoreFile: 'tests/.nftignore')
+            assertAll(
+                { assert workflow.success},
+                { assert snapshot(
+                    // Number of successful tasks
+                    workflow.trace.succeeded().size(),
+                    // pipeline versions.yml file for multiqc from which Nextflow version is removed because we tests pipelines on multiple Nextflow versions
+                    removeNextflowVersion("$outputDir/pipeline_info/collated_software_mqc_versions.yml"),
+                    // All stable path name, with a relative path
+                    stable_name,
+                    // All files with stable contents
+                    stable_path
+                ).match() }
+            )
+        }
+    }
+
+        test("-profile test_benchmark") {
+
+        when {
+            params {
+                input                        = "${projectDir}/workflows/nf_aggregate/assets/test_benchmark.csv"
+                outdir                       = "$outputDir"
+                generate_benchmark_report    = true
+                skip_run_gantt               = true
+                skip_multiqc                 = true
+            }
+        }
+
         then {
             // stable_name: All files + folders in ${params.outdir}/ with a stable name
             def stable_name = getAllFilesFromDir(params.outdir, relative: true, includeDir: true, ignore: ['pipeline_info/*.{html,json,txt}'])

tests/main.nf.test.snap

@@ -149,8 +149,36 @@
         ],
         "meta": {
             "nf-test": "0.9.2",
-            "nextflow": "25.02.3"
+            "nextflow": "24.10.4"
         },
-        "timestamp": "2025-04-14T16:39:50.36237"
+        "timestamp": "2025-04-30T02:04:58.464733"
+    },
+    "-profile test_benchmark": {
+        "content": [
+            1,
+            {
+                "Workflow": {
+                    "seqeralabs/nf-aggregate": "0.6.0"
+                },
+                "BENCHMARK_REPORT": {
+                    "r": "4.4.2",
+                    "quarto-cli": "1.5.55"
+                }
+            },
+            [
+                "benchmark_report",
+                "benchmark_report/benchmark_report.html",
+                "pipeline_info",
+                "pipeline_info/collated_software_mqc_versions.yml"
+            ],
+            [
+
+            ]
+        ],
+        "meta": {
+            "nf-test": "0.9.2",
+            "nextflow": "24.10.4"
+        },
+        "timestamp": "2025-04-30T02:09:18.441826"
     }
-}
+}

workflows/nf_aggregate/assets/test_benchmark.csv

@@ -0,0 +1,3 @@
+id,workspace,group,logs,fusion
+3qLktusgg2GQxJ,external,test1,/workflows/nf_aggregate/assets/logs/3qLktusgg2GQxJ.tar.gz,true
+2VeeQznQdp3rxo,external,test2,/workflows/nf_aggregate/assets/logs/2VeeQznQdp3rxo.tar.gz,true