refactor(dataset): move business logic to from CLI to service. (#204)

* refactor(dataset): move business logic to from CLI to service.
* feat(application): support download of results for input items where external_ids points to GCP bucket or webserver.
* feat(application): scrollable runs in sidebar with auto-refresh and notifier on run terminated

Author: helmut-hoffer-von-ankershoffen

.github/workflows/build-native-only.yml

@@ -39,11 +39,29 @@ jobs:
           echo "$COMMIT_MESSAGE" >> $GITHUB_OUTPUT
           echo "EOF" >> $GITHUB_OUTPUT
 
-  only_build_native:
+  check-trigger-condition:
+    runs-on: ubuntu-latest
     needs: get-commit-message
-    if: |
-      contains(needs.get-commit-message.outputs.commit_message, 'build:native:only') ||
-      contains(github.event.pull_request.labels.*.name, 'build:native:only')
+    permissions:
+      contents: read
+    outputs:
+      should_run: ${{ steps.check.outputs.should_run }}
+    steps:
+      - name: Check if workflow should run
+        id: check
+        run: |
+          if [[ "${{ contains(needs.get-commit-message.outputs.commit_message, 'build:native:only') }}" == "true" ]] || \
+            [[ "${{ contains(github.event.pull_request.labels.*.name, 'build:native:only') }}" == "true" ]]; then
+            echo "should_run=true" >> $GITHUB_OUTPUT
+            echo "✅ Workflow triggered: Found 'build:native:only' in commit message or PR labels"
+          else
+            echo "should_run=false" >> $GITHUB_OUTPUT
+            echo "⏭️  Workflow skipped: 'build:native:only' not found in commit message or PR labels"
+          fi
+
+  only_build_native:
+    needs: [get-commit-message, check-trigger-condition]
+    if: needs.check-trigger-condition.outputs.should_run == 'true'
     uses: ./.github/workflows/_build-native-only.yml
     permissions:
       attestations: write

src/aignostics/application/__init__.py

@@ -1,10 +1,11 @@
 """Application module."""
 
 from ._cli import cli
+from ._models import DownloadProgress, DownloadProgressState
 from ._service import Service
 from ._settings import Settings
 
-__all__ = ["Service", "Settings", "cli"]
+__all__ = ["DownloadProgress", "DownloadProgressState", "Service", "Settings", "cli"]
 
 from importlib.util import find_spec
 

src/aignostics/application/_cli.py

@@ -13,7 +13,8 @@
 from aignostics.platform import NotFoundException, RunState
 from aignostics.utils import console, get_logger, get_user_data_directory, sanitize_path
 
-from ._service import DownloadProgress, DownloadProgressState, Service
+from ._models import DownloadProgress, DownloadProgressState
+from ._service import Service
 from ._utils import (
     application_run_status_to_str,
     get_mime_type_for_artifact,
@@ -903,7 +904,7 @@ def result_download(  # noqa: C901, PLR0913, PLR0915, PLR0917
         with Live(panel):
             main_task = main_download_progress_ui.add_task(description="", total=None, extra_description="")
 
-            def update_progress(progress: DownloadProgress) -> None:
+            def update_progress(progress: DownloadProgress) -> None:  # noqa: C901
                 """Update progress bar for file downloads."""
                 if progress.run:
                     panel.title = (
@@ -920,18 +921,43 @@ def update_progress(progress: DownloadProgress) -> None:
                         panel.subtitle += f", status: {status_text} ({progress.run.termination_reason})."
                     else:
                         panel.subtitle += f", status: {application_run_status_to_str(progress.run.state)}."
+                # Determine the status message based on progress state
+                if progress.status is DownloadProgressState.DOWNLOADING_INPUT:
+                    status_message = (
+                        f"Downloading input slide {progress.item_index + 1} of {progress.item_count}"
+                        if progress.item_index is not None and progress.item_count
+                        else "Downloading input slide ..."
+                    )
+                elif progress.status is DownloadProgressState.DOWNLOADING and progress.total_artifact_index is not None:
+                    status_message = (
+                        f"Downloading artifact {progress.total_artifact_index + 1} of {progress.total_artifact_count}"
+                    )
+                else:
+                    status_message = progress.status
+
                 main_download_progress_ui.update(
                     main_task,
-                    description=(
-                        progress.status
-                        if progress.status is not DownloadProgressState.DOWNLOADING or not progress.total_artifact_index
-                        else (
-                            f"Downloading artifact {progress.total_artifact_index + 1} "
-                            f"of {progress.total_artifact_count}"
-                        )
-                    ).ljust(50),
+                    description=status_message.ljust(50),
                 )
-                if progress.artifact_path:
+                # Handle input slide download progress
+                if progress.status is DownloadProgressState.DOWNLOADING_INPUT and progress.input_slide_path:
+                    task_key = str(progress.input_slide_path.absolute())
+                    if task_key not in download_tasks:
+                        download_tasks[task_key] = artifact_download_progress_ui.add_task(
+                            f"{progress.input_slide_path.name}".ljust(50),
+                            total=progress.input_slide_size,
+                            extra_description=f"Input from {progress.input_slide_url or 'gs://'}"
+                            if progress.input_slide_url
+                            else "Input slide",
+                        )
+
+                    artifact_download_progress_ui.update(
+                        download_tasks[task_key],
+                        total=progress.input_slide_size,
+                        advance=progress.input_slide_downloaded_chunk_size,
+                    )
+                # Handle artifact download progress
+                elif progress.artifact_path:
                     task_key = str(progress.artifact_path.absolute())
                     if task_key not in download_tasks:
                         download_tasks[task_key] = artifact_download_progress_ui.add_task(