diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index 53288dc..f197d4c 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -4,9 +4,10 @@ on: push: branches: - main + tags: + - '*' pull_request: - branches: - - main + workflow_dispatch: permissions: contents: read @@ -15,10 +16,23 @@ permissions: jobs: build: runs-on: ubuntu-latest + if: github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/') || github.event_name == 'pull_request' steps: - name: Checkout code - uses: actions/checkout@v4 + uses: actions/checkout@v5 + + - name: Docker meta + id: meta + uses: docker/metadata-action@v5 + with: + images: ${{ secrets.OVH_HARBOR_REGISTRY }}/eopf-sentinel-zarr-explorer/data-pipeline + tags: | + type=sha + type=ref,event=branch + type=ref,event=pr + type=ref,event=tag + type=raw,value=latest,enable=${{ github.ref == 'refs/heads/main' }} - name: Set up Docker Buildx uses: docker/setup-buildx-action@v3 @@ -30,23 +44,6 @@ jobs: username: ${{ secrets.OVH_HARBOR_USERNAME }} password: ${{ secrets.OVH_HARBOR_PASSWORD }} - - name: Generate Docker tags - id: meta - run: | - IMAGE="${{ secrets.OVH_HARBOR_REGISTRY }}/eopf-sentinel-zarr-explorer/data-pipeline" - SHA_SHORT=$(echo ${{ github.sha }} | cut -c1-7) - - if [ "${{ github.event_name }}" = "pull_request" ]; then - # PR builds: tag as pr- - TAGS="${IMAGE}:pr-${{ github.event.pull_request.number }},${IMAGE}:sha-${SHA_SHORT}" - else - # Push to main: tag as both 'main' and 'latest' - TAGS="${IMAGE}:main,${IMAGE}:latest,${IMAGE}:sha-${SHA_SHORT}" - fi - - echo "tags=${TAGS}" >> $GITHUB_OUTPUT - echo "primary_tag=$(echo ${TAGS} | cut -d',' -f1 | cut -d':' -f2)" >> $GITHUB_OUTPUT - - name: Build and push Docker image uses: docker/build-push-action@v5 with: @@ -55,6 +52,7 @@ jobs: platforms: linux/amd64 push: true tags: ${{ steps.meta.outputs.tags }} + labels: ${{ steps.meta.outputs.labels }} cache-from: type=gha cache-to: type=gha,mode=max @@ -62,4 +60,12 @@ jobs: run: | echo "### Docker Image Built ๐Ÿณ" >> $GITHUB_STEP_SUMMARY echo "" >> $GITHUB_STEP_SUMMARY - echo "**Tags:** ${{ steps.meta.outputs.tags }}" >> $GITHUB_STEP_SUMMARY + echo "**Tags:**" >> $GITHUB_STEP_SUMMARY + echo "\`\`\`" >> $GITHUB_STEP_SUMMARY + echo "${{ steps.meta.outputs.tags }}" >> $GITHUB_STEP_SUMMARY + echo "\`\`\`" >> $GITHUB_STEP_SUMMARY + echo "" >> $GITHUB_STEP_SUMMARY + echo "**Labels:**" >> $GITHUB_STEP_SUMMARY + echo "\`\`\`" >> $GITHUB_STEP_SUMMARY + echo "${{ steps.meta.outputs.labels }}" >> $GITHUB_STEP_SUMMARY + echo "\`\`\`" >> $GITHUB_STEP_SUMMARY diff --git a/README.md b/README.md index 6062701..898deca 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# EOPF GeoZarr Data Pipeline +# EOPF Explorer Samples Data Pipeline **Kubernetes pipeline: Sentinel Zarr โ†’ Cloud-Optimized GeoZarr + STAC Registration** @@ -22,8 +22,18 @@ Transforms Sentinel-1/2 satellite data into web-ready visualizations: ## Setup -### Prerequisites: -- Kubernetes cluster with [platform-deploy](https://github.com/EOPF-Explorer/platform-deploy) (Argo Workflows, RabbitMQ, STAC API, TiTiler) +### Environments + +The data pipeline is deployed in two Kubernetes namespaces: + +- **`devseed-staging`** - Testing and validation environment +- **`devseed`** - Production data pipeline + +This documentation uses `devseed-staging` in examples. For production, replace with `devseed`. + +### Prerequisites + +- Kubernetes cluster with [platform-deploy](https://github.com/EOPF-Explorer/platform-deploy) (Argo Workflows, STAC API, TiTiler) - Python 3.13+ with `uv` - `GDAL` installed (on MacOS: `brew install gdal`) - `kubectl` installed @@ -40,30 +50,16 @@ kubectl get nodes # Verify: should list several nodes #### Quick verification: ```bash -kubectl get wf,sensor,eventsource -n devseed-staging -``` - -### Retrieve RABBITMQ_PASSWORD and store in .env file - -```bash -# Check if RABBITMQ_PASSWORD already exists in .env -if [ -f .env ] && grep -q "^RABBITMQ_PASSWORD=" .env; then - echo "RABBITMQ_PASSWORD already exists in .env" -else - echo "RABBITMQ_PASSWORD=$(kubectl get secret rabbitmq-password -n core -o jsonpath='{.data.rabbitmq-password}' | base64 -d)" >> .env - echo "โœ… RABBITMQ_PASSWORD added to .env" -fi +kubectl get wf -n devseed-staging ``` ### Add Harbor Registry credentials to .env file Make sure you have an `HARBOR_USERNAME` and `HARBOR_PASSWORD` for OVH container registry added to the `.env` file. +### Setup port forwarding for webhook access -### Setup port forwarding from local machine to RabbitMQ service -```bash -kubectl port-forward -n core svc/rabbitmq 5672:5672 & -``` +See [operator-tools/README.md](operator-tools/README.md#port-forwarding) for webhook port forwarding setup. ### For development @@ -101,27 +97,21 @@ docker build -f docker/Dockerfile --network host -t w9mllyot.c1.de1.container-re docker push w9mllyot.c1.de1.container-registry.ovh.net/eopf-sentinel-zarr-explorer/data-pipeline:v0 ``` -- Once the new image is pushed, run the example [Notebook](submit_stac_items_notebook.ipynb) and verify that worflows are running in [Argo Workflow server](https://workspace.devseed.hub-eopf-explorer.eox.at/argo-workflows-server) - - +- Once the new image is pushed, run the example [Notebook](operator-tools/submit_stac_items_notebook.ipynb) and verify that workflows are running in [Argo Workflows](https://argo-workflows.hub-eopf-explorer.eox.at/workflows/devseed-staging) --- ## Submit Workflow -### Method 1: RabbitMQ (Production - Event-Driven) - -Triggers via EventSource โ†’ Sensor: - -**Submit workflow from python script** -```bash -python submit_test_workflow.py -``` - -or using the example [Notebook](submit_stac_items_notebook.ipynb) +### Method 1: HTTP Webhook (Recommended) +Use the operator tools to submit STAC items via HTTP webhook. See [operator-tools/README.md](operator-tools/README.md) for: +- Interactive notebook for batch submissions +- Python script for single item testing +- Port forwarding setup +- Common actions and target collections -### Method 2: kubectl (Testing - Bypasses Event System) +### Method 2: kubectl (Testing - Direct Workflow Submission) Direct workflow submission: @@ -145,23 +135,14 @@ EOF kubectl get wf -n devseed-staging --watch ``` -**Monitor:** [Argo UI](https://argo.core.eopf.eodc.eu/workflows/devseed-staging) +**Monitor:** [Argo Workflows UI](https://argo-workflows.hub-eopf-explorer.eox.at/workflows/devseed-staging) ---- - -## Web Interfaces - -Access via **EOxHub workspace** (single sign-on): [workspace.devseed.hub-eopf-explorer.eox.at](https://workspace.devseed.hub-eopf-explorer.eox.at/) - -| Service | Purpose | URL | -|---------|---------|-----| -| **Argo Workflows** | Monitor pipelines | [argo.core.eopf.eodc.eu](https://argo.core.eopf.eodc.eu/workflows/devseed-staging) | -| **STAC Browser** | Browse catalog | [api.explorer.eopf.copernicus.eu/stac](https://api.explorer.eopf.copernicus.eu/stac) | -| **TiTiler Viewer** | View maps | [api.explorer.eopf.copernicus.eu/raster](https://api.explorer.eopf.copernicus.eu/raster) | - -๐Ÿ’ก **Tip:** Login to EOxHub first for seamless authentication across all services. +**View Results:** +- [STAC Browser](https://api.explorer.eopf.copernicus.eu/stac) - Browse catalog +- [TiTiler Viewer](https://api.explorer.eopf.copernicus.eu/raster) - View maps +๐Ÿ’ก **Tip:** Login to [EOxHub workspace](https://workspace.devseed.hub-eopf-explorer.eox.at/) for seamless authentication. --- @@ -176,11 +157,12 @@ Access via **EOxHub workspace** (single sign-on): [workspace.devseed.hub-eopf-ex **Runtime:** ~15-20 minutes per item **Stack:** -- Orchestration: Argo Workflows, Kustomize + - Processing: eopf-geozarr, Dask, Python 3.13 - Storage: S3 (OVH) - Catalog: pgSTAC, TiTiler -- Events: RabbitMQ + +**Infrastructure:** Deployment configuration and infrastructure details are maintained in [platform-deploy](https://github.com/EOPF-Explorer/platform-deploy/tree/main/workspaces/devseed-staging/data-pipeline) --- @@ -215,30 +197,15 @@ kubectl get wf -n devseed-staging --sort-by=.metadata.creationTimestamp \ ``` scripts/ -โ”œโ”€โ”€ convert_v0.py # Zarr โ†’ GeoZarr conversion for V0 and S3 upload -โ””โ”€โ”€ register.py # STAC item creation and catalog registration +โ”œโ”€โ”€ convert_v0.py # Zarr โ†’ GeoZarr conversion and S3 upload +โ””โ”€โ”€ register.py # STAC item creation and catalog registration -workflows/ # Kubernetes manifests -โ”œโ”€โ”€ base/ # WorkflowTemplate, EventSource, Sensor, RBAC -โ””โ”€โ”€ overlays/staging/ # Environment configuration - /production/ - -docker/Dockerfile # Container image -tests/unit/ # Unit tests - /integration/ # Integration tests +operator-tools/ # Tools for submitting workflows +docker/Dockerfile # Container image +tests/ # Unit and integration tests ``` ---- - -## Configuration - -**๐Ÿ“– Full configuration:** See [workflows/README.md](workflows/README.md) for secrets setup and parameters. - -**Quick reference:** -- S3: `s3.de.io.cloud.ovh.net` / `esa-zarr-sentinel-explorer-fra` -- Staging collection: `sentinel-2-l2a-dp-test` -- Production collection: `sentinel-2-l2a` -- **Enable debug logs:** `export LOG_LEVEL=DEBUG` (or add to workflow env) +**Deployment Configuration:** Kubernetes manifests and infrastructure are maintained in [platform-deploy](https://github.com/EOPF-Explorer/platform-deploy/tree/main/workspaces/devseed-staging/data-pipeline) --- @@ -248,19 +215,15 @@ tests/unit/ # Unit tests # Watch workflows kubectl get wf -n devseed-staging --watch -# View logs +# View workflow logs kubectl logs -n devseed-staging -l workflows.argoproj.io/workflow= --tail=100 -# Running workflows +# Running workflows only kubectl get wf -n devseed-staging --field-selector status.phase=Running - -# Sensor logs (RabbitMQ message processing) -kubectl logs -n devseed-staging -l sensor-name=geozarr-sensor --tail=50 - -# EventSource logs (RabbitMQ connection) -kubectl logs -n devseed-staging -l eventsource-name=rabbitmq-geozarr --tail=50 ``` +**Web UI:** [Argo Workflows](https://argo-workflows.hub-eopf-explorer.eox.at/workflows/devseed-staging) + --- @@ -269,30 +232,28 @@ kubectl logs -n devseed-staging -l eventsource-name=rabbitmq-geozarr --tail=50 | Problem | Solution | |---------|----------| | **"No group found in store"** | Using direct zarr URL instead of STAC item URL | -| **"Connection refused"** | RabbitMQ port-forward not active: `kubectl port-forward -n devseed-staging svc/rabbitmq 5672:5672` | -| **Workflow not starting** | Check sensor/eventsource logs for connection errors | -| **S3 access denied** | Verify secret `geozarr-s3-credentials` exists in `devseed-staging` namespace | -| **Workflow stuck** | Check logs: `kubectl logs -n devseed-staging -l workflows.argoproj.io/workflow=` | +| **"Webhook not responding"** | See [operator-tools troubleshooting](operator-tools/README.md#troubleshooting) | +| **Workflow not starting** | Check webhook submission returned success, verify port-forward | +| **S3 access denied** | Contact infrastructure team to verify S3 credentials | +| **Workflow stuck/failed** | Check workflow logs: `kubectl logs -n devseed-staging -l workflows.argoproj.io/workflow=` | + +For infrastructure issues, see platform-deploy troubleshooting: [staging](https://github.com/EOPF-Explorer/platform-deploy/tree/main/workspaces/devseed-staging/data-pipeline) | [production](https://github.com/EOPF-Explorer/platform-deploy/tree/main/workspaces/devseed/data-pipeline) --- -## Resources +## Related Projects -**Container Image:** `w9mllyot.c1.de1.container-registry.ovh.net/eopf-sentinel-zarr-explorer/data-pipeline:latest` +- [data-model](https://github.com/EOPF-Explorer/data-model) - `eopf-geozarr` conversion library +- [platform-deploy](https://github.com/EOPF-Explorer/platform-deploy) - Infrastructure deployment and configuration -**Resource Limits:** -- CPU: 2 cores (convert), 500m (register) -- Memory: 8Gi (convert), 2Gi (register) -- Timeout: 3600s (convert), 600s (register) +## Documentation -**Related Projects:** -- [data-model](https://github.com/EOPF-Explorer/data-model) - `eopf-geozarr` conversion library -- [platform-deploy](https://github.com/EOPF-Explorer/platform-deploy) - Infrastructure (Argo, RabbitMQ, STAC, TiTiler) +- **Operator Tools:** [operator-tools/README.md](operator-tools/README.md) +- **Tests:** `tests/` - pytest unit and integration tests +- **Deployment:** [platform-deploy/workspaces/devseed-staging/data-pipeline](https://github.com/EOPF-Explorer/platform-deploy/tree/main/workspaces/devseed-staging/data-pipeline) -**Documentation:** -- Workflow manifests: `workflows/README.md` -- Tests: `tests/` (pytest unit and integration tests) +## License -**License:** MIT +MIT diff --git a/legacy_workflows/README.md b/legacy_workflows/README.md deleted file mode 100644 index e29f69e..0000000 --- a/legacy_workflows/README.md +++ /dev/null @@ -1,191 +0,0 @@ -# Workflows - -Event-driven Argo Workflows for Sentinel-2 GeoZarr conversion and STAC registration. - -**Architecture**: RabbitMQ messages โ†’ Sensor โ†’ WorkflowTemplate (convert โ†’ register) โ†’ S3 + STAC API - ---- - -## Quick Setup - -### 1. Configure kubectl - -Download kubeconfig from [OVH Manager โ†’ Kubernetes](https://www.ovh.com/manager/#/public-cloud/pci/projects/bcc5927763514f499be7dff5af781d57/kubernetes/f5f25708-bd15-45b9-864e-602a769a5fcf/service) (**Access and Security** tab). - -```bash -mv ~/Downloads/kubeconfig.yml .work/kubeconfig -export KUBECONFIG=$(pwd)/.work/kubeconfig -kubectl get nodes # Verify: should list 3-5 nodes -``` - -### 2. Create Required Secrets if needed - -The pipeline needs 3 secrets for: **event ingestion** (RabbitMQ), **output storage** (S3), and **STAC registration** (API auth). - -#### **RabbitMQ credentials** (receives workflow trigger events) - -Check if secret already exists: -```bash -kubectl get secret rabbitmq-credentials -n devseed-staging >/dev/null && echo "Secret already exists" -``` - -If you see the error message `Error from server (NotFound): secrets "rabbitmq-credentials" not found`, the secret doesn't exist and needs to be create with: -```bash -# Get password from cluster-managed secret -RABBITMQ_PASS=$(kubectl get secret rabbitmq-password -n core -o jsonpath='{.data.rabbitmq-password}' | base64 -d) - -kubectl create secret generic rabbitmq-credentials -n devseed-staging \ - --from-literal=username=user \ - --from-literal=password="$RABBITMQ_PASS" - -``` - -#### **S3 credentials** (writes converted GeoZarr files): - -Check if secret already exists: -```bash -kubectl get secret geozarr-s3-credentials -n devseed-staging >/dev/null && echo "Secret already exists" -``` - -If you see the error message `Error from server (NotFound): secrets "geozarr-s3-credentials" not found`, the secret doesn't exist and needs to be create with: -```bash - # Get from OVH Manager โ†’ Users & Roles โ†’ OpenStack credentials - # https://www.ovh.com/manager/\#/public-cloud/pci/projects/bcc5927763514f499be7dff5af781d57/users - - kubectl create secret generic geozarr-s3-credentials -n devseed-staging \ - --from-literal=AWS_ACCESS_KEY_ID= \ - --from-literal=AWS_SECRET_ACCESS_KEY= -``` - -#### **STAC API token** (registers items, optional if API is public): - -Check if secret already exists: -```bash -kubectl get secret stac-api-token -n devseed-staging >/dev/null && echo "Secret already exists" -``` - -If you see the error message `Error from server (NotFound): secrets "stac-api-token" not found`, the secret doesn't exist and needs to be create with: -```bash - kubectl create secret generic stac-api-token -n devseed-staging \ - --from-literal=token= -``` - -### 3. Deploy Workflows - -```bash -kubectl apply -k workflows/overlays/staging # Staging (devseed-staging) -kubectl apply -k workflows/overlays/production # Production (devseed) -``` - -**Verify deployment:** -```bash -kubectl get workflowtemplate,sensor,eventsource,sa -n devseed-staging -# Expected: 1 WorkflowTemplate, 1 Sensor, 1 EventSource, 1 ServiceAccount -``` - ---- - -## Structure - -``` -workflows/ -โ”œโ”€โ”€ base/ # Core resources (namespace-agnostic) -โ”‚ โ”œโ”€โ”€ workflowtemplate.yaml # 2-step DAG: convert โ†’ register -โ”‚ โ”œโ”€โ”€ sensor.yaml # RabbitMQ trigger -โ”‚ โ”œโ”€โ”€ eventsource.yaml # RabbitMQ connection -โ”‚ โ”œโ”€โ”€ rbac.yaml # Permissions -โ”‚ โ””โ”€โ”€ kustomization.yaml -โ””โ”€โ”€ overlays/ - โ”œโ”€โ”€ staging/ # devseed-staging namespace - โ””โ”€โ”€ production/ # devseed namespace -``` - ---- - -## Monitoring - -**Watch workflows:** -```bash -kubectl get wf -n devseed-staging --watch -``` - -**Example output:** -``` -NAME STATUS AGE -geozarr-79jmg Running 5m -geozarr-95rgx Succeeded 9h -geozarr-jflnj Failed 10h -``` - ---- - -## Configuration - -### S3 Storage - -- **Endpoint**: `https://s3.de.io.cloud.ovh.net` (OVH Frankfurt) -- **Bucket**: `esa-zarr-sentinel-explorer-fra` -- **Paths**: `tests-output/` (staging), `geozarr/` (production) - -### Workflow Parameters - -Key parameters (see [../README.md](../README.md) for full reference): - -- `source_url`: STAC item URL or Zarr URL -- `register_collection`: Target STAC collection (default: `sentinel-2-l2a-dp-test`) -- `s3_output_bucket`: Output bucket -- `pipeline_image_version`: Docker image tag - -**Override conversion parameters** (optional, for testing): - -```bash -# Example: Test with different chunk size and disable sharding -argo submit workflows/base/workflowtemplate.yaml \ - --from workflowtemplate/geozarr-pipeline \ - -p source_url="https://api.example.com/stac/.../items/ITEM_ID" \ - -p override_spatial_chunk="2048" \ - -p override_enable_sharding="false" -``` - -Available overrides (empty = use collection defaults): -- `override_groups`: Comma-separated zarr groups (e.g., `/measurements/reflectance/r10m`) -- `override_spatial_chunk`: Chunk size (e.g., `2048`) -- `override_tile_width`: Tile width (e.g., `512`) -- `override_enable_sharding`: Enable sharding (`true`/`false`) - -Defaults: S2 (1024/256/true), S1 (4096/512/false). See `scripts/get_conversion_params.py`. - -### Resource Tuning - -Edit `workflows/base/workflowtemplate.yaml`: - -```yaml -resources: - requests: { memory: 4Gi, cpu: '1' } - limits: { memory: 8Gi, cpu: '2' } # Increase for larger datasets -``` - ---- - -## Troubleshooting - -**Workflow not triggered:** -```bash -kubectl logs -n devseed-staging -l eventsource-name=rabbitmq # Check RabbitMQ connection -kubectl get sensor -n devseed-staging geozarr-trigger -o yaml # Check sensor status -``` - -**Workflow fails:** -```bash -kubectl logs -n devseed-staging # View logs -kubectl get secret -n devseed-staging # Verify secrets exist -``` - -**Kustomize validation:** -```bash -kubectl kustomize workflows/overlays/staging # Validate YAML -``` - ---- - -For complete documentation, see [../README.md](../README.md). diff --git a/legacy_workflows/base/eventsource.yaml b/legacy_workflows/base/eventsource.yaml deleted file mode 100644 index d829469..0000000 --- a/legacy_workflows/base/eventsource.yaml +++ /dev/null @@ -1,26 +0,0 @@ -apiVersion: argoproj.io/v1alpha1 -kind: EventSource -metadata: - name: rabbitmq-geozarr - namespace: "" # Set by kustomize overlay -spec: - amqp: - geozarr-events: - # Use auth from secret instead of hardcoded credentials - url: amqp://rabbitmq.core.svc.cluster.local:5672/ - auth: - username: - name: rabbitmq-credentials - key: username - password: - name: rabbitmq-credentials - key: password - exchangeName: geozarr - exchangeType: topic - routingKey: eopf.items.* - jsonBody: true - connectionBackoff: - duration: 10s - factor: 2 - jitter: 0.1 - steps: 5 diff --git a/legacy_workflows/base/kustomization.yaml b/legacy_workflows/base/kustomization.yaml deleted file mode 100644 index 0b0fd26..0000000 --- a/legacy_workflows/base/kustomization.yaml +++ /dev/null @@ -1,8 +0,0 @@ -apiVersion: kustomize.config.k8s.io/v1beta1 -kind: Kustomization - -resources: - - workflowtemplate.yaml - - rbac.yaml - - eventsource.yaml - - sensor.yaml diff --git a/legacy_workflows/base/rbac.yaml b/legacy_workflows/base/rbac.yaml deleted file mode 100644 index 4b72fcd..0000000 --- a/legacy_workflows/base/rbac.yaml +++ /dev/null @@ -1,29 +0,0 @@ -apiVersion: v1 -kind: ServiceAccount -metadata: - name: argo-workflow ---- -apiVersion: rbac.authorization.k8s.io/v1 -kind: Role -metadata: - name: argo-executor -rules: -- apiGroups: - - argoproj.io - resources: - - workflowtaskresults - verbs: - - create - - patch ---- -kind: RoleBinding -apiVersion: rbac.authorization.k8s.io/v1 -metadata: - name: argo-workflow-executor -subjects: -- kind: ServiceAccount - name: argo-workflow -roleRef: - kind: Role - name: argo-executor - apiGroup: rbac.authorization.k8s.io diff --git a/legacy_workflows/base/sensor.yaml b/legacy_workflows/base/sensor.yaml deleted file mode 100644 index cf26639..0000000 --- a/legacy_workflows/base/sensor.yaml +++ /dev/null @@ -1,48 +0,0 @@ -apiVersion: argoproj.io/v1alpha1 -kind: Sensor -metadata: - name: geozarr-sensor - namespace: "" # Set by kustomize overlay -spec: - template: - serviceAccountName: operate-workflow-sa - dependencies: - - name: geozarr-event - eventSourceName: rabbitmq-geozarr - eventName: geozarr-events - - triggers: - - template: - name: geozarr-workflow - argoWorkflow: - operation: submit - source: - resource: - apiVersion: argoproj.io/v1alpha1 - kind: Workflow - metadata: - generateName: geozarr- # Creates unique names like geozarr-abc123 - labels: - app: geozarr-pipeline - owner: devseed-staging - spec: - workflowTemplateRef: - name: geozarr-pipeline - arguments: - parameters: - - name: source_url - - name: item_id - - name: register_collection - parameters: - - src: - dependencyName: geozarr-event - dataKey: body.source_url - dest: spec.arguments.parameters.0.value - - src: - dependencyName: geozarr-event - dataKey: body.item_id - dest: spec.arguments.parameters.1.value - - src: - dependencyName: geozarr-event - dataKey: body.collection - dest: spec.arguments.parameters.2.value diff --git a/legacy_workflows/base/workflowtemplate.yaml b/legacy_workflows/base/workflowtemplate.yaml deleted file mode 100644 index 627781e..0000000 --- a/legacy_workflows/base/workflowtemplate.yaml +++ /dev/null @@ -1,128 +0,0 @@ -apiVersion: argoproj.io/v1alpha1 -kind: WorkflowTemplate -metadata: - name: geozarr-pipeline - namespace: "" # Set by kustomize overlay -spec: - serviceAccountName: operate-workflow-sa - entrypoint: main - archiveLogs: false - ttlStrategy: - secondsAfterCompletion: 86400 - podGC: - strategy: OnPodSuccess - deleteDelayDuration: 3600s - workflowMetadata: - labels: - workflows.argoproj.io/workflow-template: geozarr-pipeline - arguments: - parameters: - - name: source_url - - name: register_collection - value: sentinel-2-l2a-dp-test - - name: stac_api_url - value: https://api.explorer.eopf.copernicus.eu/stac - - name: raster_api_url - value: https://api.explorer.eopf.copernicus.eu/raster - - name: s3_endpoint - value: https://s3.de.io.cloud.ovh.net - - name: s3_output_bucket - value: esa-zarr-sentinel-explorer-fra - - name: s3_output_prefix - value: tests-output - - name: pipeline_image_version - value: feature-align-data-model - # Optional conversion parameter overrides (empty = use collection defaults) - - name: override_groups - value: "" - - name: override_spatial_chunk - value: "" - - name: override_tile_width - value: "" - - name: override_enable_sharding - value: "" - templates: - - name: main - dag: - tasks: - - name: convert - template: convert-geozarr - - name: register - template: register-stac - dependencies: - - convert - - - name: convert-geozarr - activeDeadlineSeconds: 3600 - script: - image: w9mllyot.c1.de1.container-registry.ovh.net/eopf-sentinel-zarr-explorer/data-pipeline:{{workflow.parameters.pipeline_image_version}} - imagePullPolicy: Always - command: [python, /app/scripts/convert_v0.py] - args: - - --source-url - - "{{workflow.parameters.source_url}}" - - --collection - - "{{workflow.parameters.register_collection}}" - - --s3-output-bucket - - "{{workflow.parameters.s3_output_bucket}}" - - --s3-output-prefix - - "{{workflow.parameters.s3_output_prefix}}" - resources: - requests: - memory: 4Gi - cpu: '1' - limits: - memory: 8Gi - cpu: '2' - env: - - name: PYTHONUNBUFFERED - value: '1' - - name: AWS_ACCESS_KEY_ID - valueFrom: - secretKeyRef: - name: geozarr-s3-credentials - key: AWS_ACCESS_KEY_ID - - name: AWS_SECRET_ACCESS_KEY - valueFrom: - secretKeyRef: - name: geozarr-s3-credentials - key: AWS_SECRET_ACCESS_KEY - - name: AWS_ENDPOINT_URL - value: '{{workflow.parameters.s3_endpoint}}' - - name: ZARR_V3_EXPERIMENTAL_API - value: '1' - - - name: register-stac - activeDeadlineSeconds: 600 - script: - image: w9mllyot.c1.de1.container-registry.ovh.net/eopf-sentinel-zarr-explorer/data-pipeline:{{workflow.parameters.pipeline_image_version}} - imagePullPolicy: Always - command: [python, /app/scripts/register.py] - args: - - --source-url - - "{{workflow.parameters.source_url}}" - - --collection - - "{{workflow.parameters.register_collection}}" - - --stac-api-url - - "{{workflow.parameters.stac_api_url}}" - - --raster-api-url - - "{{workflow.parameters.raster_api_url}}" - - --s3-endpoint - - "{{workflow.parameters.s3_endpoint}}" - - --s3-output-bucket - - "{{workflow.parameters.s3_output_bucket}}" - - --s3-output-prefix - - "{{workflow.parameters.s3_output_prefix}}" - ports: - - containerPort: 8000 - name: metrics - resources: - requests: - memory: 1Gi - cpu: 500m - limits: - memory: 2Gi - cpu: '1' - env: - - name: PYTHONUNBUFFERED - value: '1' diff --git a/legacy_workflows/overlays/production/kustomization.yaml b/legacy_workflows/overlays/production/kustomization.yaml deleted file mode 100644 index 459acd6..0000000 --- a/legacy_workflows/overlays/production/kustomization.yaml +++ /dev/null @@ -1,33 +0,0 @@ -apiVersion: kustomize.config.k8s.io/v1beta1 -kind: Kustomization - -namespace: devseed - -resources: - - ../../base - -patches: - - patch: |- - apiVersion: argoproj.io/v1alpha1 - kind: WorkflowTemplate - metadata: - name: geozarr-pipeline - spec: - arguments: - parameters: - - name: register_collection - value: sentinel-2-l2a - - name: s3_output_prefix - value: geozarr - - name: pipeline_image_version - value: latest - templates: - - name: convert-geozarr - container: - resources: - requests: - memory: 8Gi - cpu: "2" - limits: - memory: 12Gi - cpu: "4" diff --git a/legacy_workflows/overlays/staging/kustomization.yaml b/legacy_workflows/overlays/staging/kustomization.yaml deleted file mode 100644 index 1c35109..0000000 --- a/legacy_workflows/overlays/staging/kustomization.yaml +++ /dev/null @@ -1,40 +0,0 @@ -apiVersion: kustomize.config.k8s.io/v1beta1 -kind: Kustomization - -namespace: devseed-staging - -resources: - - ../../base - -patches: - - patch: |- - apiVersion: argoproj.io/v1alpha1 - kind: EventSource - metadata: - name: rabbitmq-geozarr - spec: - amqp: - geozarr-events: - exchangeName: geozarr-staging - - patch: |- - apiVersion: argoproj.io/v1alpha1 - kind: WorkflowTemplate - metadata: - name: geozarr-pipeline - spec: - arguments: - parameters: - - name: register_collection - value: sentinel-2-l2a-dp-test - - name: stac_api_url - value: https://api.explorer.eopf.copernicus.eu/stac - - name: raster_api_url - value: https://api.explorer.eopf.copernicus.eu/raster - - name: s3_endpoint - value: https://s3.de.io.cloud.ovh.net - - name: s3_output_bucket - value: esa-zarr-sentinel-explorer-fra - - name: s3_output_prefix - value: tests-output - - name: pipeline_image_version - value: main diff --git a/operator-tools/README.md b/operator-tools/README.md new file mode 100644 index 0000000..5e63e85 --- /dev/null +++ b/operator-tools/README.md @@ -0,0 +1,147 @@ +# Operator Tools + +This directory contains tools for operators to submit STAC items to the data pipeline for processing. + +## Overview + +The data pipeline processes STAC items from the EOPF STAC catalog. These tools allow operators to: + +- Submit individual test items for debugging/validation +- Search for STAC items by area and time range +- Batch submit multiple items for processing + +## Setup + +### Environments + +The data pipeline operates in two Kubernetes namespaces: + +- **`devseed-staging`** - Testing and validation environment +- **`devseed`** - Production data pipeline + +Examples below use `devseed-staging`. For production, replace with `devseed`. + +### Port Forwarding + +Before using these tools, you need to set up port forwarding to access the webhook service: + +```bash +# Port forward from the webhook eventsource service (staging) +kubectl port-forward -n devseed-staging svc/eopf-explorer-webhook-eventsource-svc 12000:12000 & + +# For production, use: +# kubectl port-forward -n devseed svc/eopf-explorer-webhook-eventsource-svc 12000:12000 & +``` + +This makes the webhook endpoint available at `http://localhost:12000/samples`. + +## Available Tools + +### 1. `submit_test_workflow_wh.py` - HTTP Webhook Submission + +Submits a single test STAC item via HTTP webhook endpoint. + +**Use case:** Testing the pipeline with a known item + +**Prerequisites:** + +- Pipeline webhook service running on `localhost:12000` +- `requests` Python package installed + +**Usage:** + +```bash +uv run submit_test_workflow_wh.py +``` + +**Configuration:** + +Edit the script to change: + +- `source_url`: STAC item URL to process +- `collection`: Target collection name +- `action`: Processing action (e.g., `convert-v1-s2-hp`, or `convert-v1-s2-hp`) + +### 2. `submit_stac_items_notebook.ipynb` - Interactive STAC Search & Submit + +Jupyter notebook for searching and batch submitting STAC items. + +**Use case:** Bulk processing multiple items from a specific area/time range + +**Prerequisites:** + +- Jupyter notebook environment +- Python packages: `pystac-client`, `pandas`, `requests` +- Optional: `python-dotenv` for credential management +- Pipeline webhook service running on `localhost:12000` + +**Usage:** + +```bash +uv run jupyter notebook submit_stac_items_notebook.ipynb +``` + +**Features:** + +- Browse available STAC collections +- Define area of interest (bounding box) and time range +- Search and preview matching items +- Submit all or selected items to the pipeline via HTTP webhook +- Track submission success/failure + +## Target Collections + +Common target collections for processing: + +- `sentinel-2-l2a-staging` - Staging environment for S2 L2A +- `sentinel-2-l2a-dp-test` - Test environment for S2 L2A + +## Payload Format + +All tools submit payloads with these fields: + +- `source_url`: Full STAC item URL (self link) - Must be a STAC API URL, not direct zarr +- `collection`: Target collection for processed data +- `action`: (Optional) Processing action/trigger to use + +See [main README payload examples](../README.md#payload-format) for correct/incorrect formats. + +## Common Actions + +- `convert-v1-s2` - Standard Sentinel-2 conversion +- `convert-v1-s2-hp` - High-priority Sentinel-2 conversion + +## Troubleshooting + +### HTTP Webhook Not Responding + +```bash +# Verify port-forward is active +ps aux | grep "port-forward.*12000" + +# If not running, start port-forward (staging) +kubectl port-forward -n devseed-staging svc/eopf-explorer-webhook-eventsource-svc 12000:12000 & + +# Test webhook connectivity +curl http://localhost:12000 +``` + +If issues persist, check the [platform-deploy troubleshooting guide](https://github.com/EOPF-Explorer/platform-deploy/tree/main/workspaces/devseed-staging/data-pipeline) (or `/devseed/` for production). + +### STAC Search Returns No Items + +- Verify the bounding box coordinates (format: `[min_lon, min_lat, max_lon, max_lat]`) +- Check the date range format (`YYYY-MM-DDTHH:MM:SSZ`) +- Confirm the collection exists: + +## Best Practices + +1. **Test with single items first** - Use `submit_test_workflow_wh.py` before bulk submissions +2. **Monitor processing** - Check pipeline logs/dashboards after submitting +3. **Use appropriate collections** - Use test/staging collections for validation +4. **Validate STAC URLs** - Ensure source URLs are accessible before submitting +5. **Check webhook service** - Ensure the webhook service is running before submitting items + +## Support + +For issues or questions about the data pipeline, contact the pipeline operations team. diff --git a/operator-tools/submit_stac_items_notebook.ipynb b/operator-tools/submit_stac_items_notebook.ipynb new file mode 100644 index 0000000..1974f92 --- /dev/null +++ b/operator-tools/submit_stac_items_notebook.ipynb @@ -0,0 +1,336 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# STAC Item Search and Submission to Data Pipeline\n", + "\n", + "This notebook allows operators to:\n", + "\n", + "1. Define an area of interest (AOI) and time range\n", + "2. Search for STAC items from the EOPF STAC catalog\n", + "3. Submit selected items to the data pipeline for processing via HTTP webhook" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup and Imports\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "\n", + "import pandas as pd\n", + "import requests\n", + "from pystac_client import Client\n", + "\n", + "# Try to load .env file if available\n", + "# try:\n", + "# from dotenv import load_dotenv\n", + "\n", + "# dotenv_path = Path(\".env\")\n", + "# if dotenv_path.exists():\n", + "# load_dotenv(dotenv_path)\n", + "# print(\"โœ… Loaded credentials from .env file\")\n", + "# else:\n", + "# print(\"โ„น๏ธ No .env file found, will prompt for credentials\")\n", + "# except ImportError:\n", + "# print(\"โ„น๏ธ python-dotenv not installed, will prompt for credentials\")\n", + "# print(\" Install with: pip install python-dotenv\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Configuration\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# STAC API Configuration\n", + "STAC_API_URL = \"https://stac.core.eopf.eodc.eu/\"\n", + "\n", + "# Webhook Configuration\n", + "WEBHOOK_URL = \"http://localhost:12000/samples\"\n", + "\n", + "print(\"โœ… Configuration loaded\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Define Area and Time of Interest\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Area of Interest (AOI) - Bounding box: [min_lon, min_lat, max_lon, max_lat]\n", + "# Example: Rome area\n", + "# aoi_bbox = [12.4, 41.8, 12.6, 42.0]\n", + "# Example 2: Majorca area (2.1697998046875004%2C39.21097520599528%2C3.8177490234375004)\n", + "aoi_bbox = [2.16, 39.21, 3.82, 39.78]\n", + "# Example 3: France Full\n", + "# aoi_bbox = [-5.14, 41.33, 9.56, 51.09]\n", + "\n", + "# Time range\n", + "start_date = \"2025-07-01T00:00:00Z\"\n", + "end_date = \"2025-07-04T23:59:59Z\"\n", + "\n", + "print(f\"Area of Interest: {aoi_bbox}\")\n", + "print(f\"Time Range: {start_date} to {end_date}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Browse Available Collections\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Connect to STAC API\n", + "catalog = Client.open(STAC_API_URL)\n", + "\n", + "# List available collections\n", + "collections = list(catalog.get_collections())\n", + "\n", + "print(f\"\\n๐Ÿ“š Available Collections ({len(collections)} total):\\n\")\n", + "for col in collections:\n", + " print(f\" - {col.id}\")\n", + " if col.description:\n", + " print(\n", + " f\" {col.description[:100]}...\"\n", + " if len(col.description) > 100\n", + " else f\" {col.description}\"\n", + " )\n", + " print()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Select Collection and Search for Items\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Choose the source collection to search\n", + "source_collection = \"sentinel-2-l2a\" # Change this to your desired collection\n", + "\n", + "# Choose the target collection for processing\n", + "target_collection = \"sentinel-2-l2a-staging\" # Change this to your target collection\n", + "\n", + "print(f\"๐Ÿ” Searching collection: {source_collection}\")\n", + "print(f\"๐ŸŽฏ Target collection for processing: {target_collection}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Search for items\n", + "search = catalog.search(\n", + " collections=[source_collection],\n", + " bbox=aoi_bbox,\n", + " datetime=f\"{start_date}/{end_date}\", # Adjust as needed\n", + ")\n", + "\n", + "# Collect items paginated results\n", + "items = []\n", + "for page in search.pages():\n", + " items.extend(page.items)\n", + "\n", + "print(f\"\\nโœ… Found {len(items)} items matching criteria.\\n\")\n", + "\n", + "# Display items in a table\n", + "if items:\n", + " items_data = []\n", + " for item in items:\n", + " items_data.append(\n", + " {\n", + " \"ID\": item.id,\n", + " \"Collection\": item.collection_id,\n", + " \"Datetime\": item.datetime.isoformat() if item.datetime else \"N/A\",\n", + " \"Self Link\": next((link.href for link in item.links if link.rel == \"self\"), \"N/A\"),\n", + " }\n", + " )\n", + "\n", + " df = pd.DataFrame(items_data)\n", + " display(df)\n", + "else:\n", + " print(\"No items found for the specified criteria.\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Submit Items to Pipeline\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def submit_item_to_pipeline(item_url: str, target_collection: str) -> bool:\n", + " \"\"\"\n", + " Submit a single STAC item to the data pipeline via HTTP webhook.\n", + "\n", + " Args:\n", + " item_url: The self-link URL of the STAC item\n", + " target_collection: The target collection for processing\n", + "\n", + " Returns:\n", + " True if successful, False otherwise\n", + " \"\"\"\n", + " try:\n", + " # Create payload\n", + " payload = {\n", + " \"source_url\": item_url,\n", + " \"collection\": target_collection,\n", + " \"action\": \"convert-v1-s2\", # specify the action to use the V1 S2 trigger\n", + " }\n", + "\n", + " # Submit via HTTP webhook endpoint\n", + " message = json.dumps(payload)\n", + " response = requests.post(\n", + " WEBHOOK_URL,\n", + " data=message,\n", + " headers={\"Content-Type\": \"application/json\"},\n", + " )\n", + "\n", + " response.raise_for_status()\n", + " return True\n", + "\n", + " except Exception as e:\n", + " print(f\"โŒ Error submitting item: {e}\")\n", + " return False" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Submit all found items to the pipeline\n", + "if items:\n", + " print(f\"\\n๐Ÿ“ค Submitting {len(items)} items to pipeline...\\n\")\n", + "\n", + " success_count = 0\n", + " fail_count = 0\n", + "\n", + " for item in items:\n", + " # Get the self link (canonical URL for the item)\n", + " item_url = next((link.href for link in item.links if link.rel == \"self\"), None)\n", + "\n", + " if not item_url:\n", + " print(f\"โš ๏ธ Skipping {item.id}: No self link found\")\n", + " fail_count += 1\n", + " continue\n", + "\n", + " # Submit to pipeline\n", + " if submit_item_to_pipeline(item_url, target_collection):\n", + " print(f\"โœ… Submitted: {item.id}\")\n", + " success_count += 1\n", + " else:\n", + " print(f\"โŒ Failed: {item.id}\")\n", + " fail_count += 1\n", + "\n", + " print(\"\\n๐Ÿ“Š Summary:\")\n", + " print(f\" - Successfully submitted: {success_count}\")\n", + " print(f\" - Failed: {fail_count}\")\n", + " print(f\" - Total: {len(items)}\")\n", + "else:\n", + " print(\"No items to submit.\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Submit Specific Items (Optional)\n", + "\n", + "If you want to submit only specific items instead of all found items, you can manually select them:\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Example: Submit only specific items by index\n", + "# Uncomment and modify as needed\n", + "\n", + "# selected_indices = [0, 1, 2] # Select first 3 items\n", + "#\n", + "# for idx in selected_indices:\n", + "# if idx < len(items):\n", + "# item = items[idx]\n", + "# item_url = next((link.href for link in item.links if link.rel == \"self\"), None)\n", + "#\n", + "# if item_url:\n", + "# if submit_item_to_pipeline(item_url, target_collection):\n", + "# print(f\"โœ… Submitted: {item.id}\")\n", + "# else:\n", + "# print(f\"โŒ Failed: {item.id}\")\n", + "# else:\n", + "# print(f\"โš ๏ธ Index {idx} out of range\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "data-pipeline", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.1" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/submit_test_workflow_wh.py b/operator-tools/submit_test_workflow_wh.py similarity index 74% rename from submit_test_workflow_wh.py rename to operator-tools/submit_test_workflow_wh.py index 59d2c44..89346ea 100644 --- a/submit_test_workflow_wh.py +++ b/operator-tools/submit_test_workflow_wh.py @@ -3,19 +3,16 @@ import requests -# Test item that was failing (same as before) +# Test STAC item submission payload = { "source_url": "https://stac.core.eopf.eodc.eu/collections/sentinel-2-l2a/items/S2C_MSIL2A_20251117T090251_N0511_R007_T35SMA_20251117T124014", "collection": "sentinel-2-l2a-dp-test", "action": "convert-v1-s2-hp", # specify the action to use the S2 high-priority trigger } -# credentials = pika.PlainCredentials("user", os.getenv("RABBITMQ_PASSWORD")) - message = json.dumps(payload) -# Amke a simple http post request to localhost:12000/samples -# using requests +# Submit via HTTP webhook endpoint response = requests.post( "http://localhost:12000/samples", data=message, @@ -23,3 +20,4 @@ ) print(f"โœ… Published workflow for item: {payload['source_url']}") +print(f"Response status: {response.status_code}") diff --git a/pyproject.toml b/pyproject.toml index 1e713a8..ff8009d 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -31,7 +31,6 @@ dependencies = [ "zarr>=2.18.0", "s3fs>=2024.0.0", "click>=8.1.0", - "pika>=1.3.0", "tenacity>=8.0.0", "morecantile>=5.0.0", "cf-xarray>=0.9.0", @@ -60,7 +59,6 @@ notebooks = [ "matplotlib>=3.10.7", "shapely>=2.1.2", "python-dotenv>=1.2.1", - "pika>=1.3.2", ] [project.urls] diff --git a/scripts/register_v1.py b/scripts/register_v1.py index d777513..874f55c 100755 --- a/scripts/register_v1.py +++ b/scripts/register_v1.py @@ -33,21 +33,41 @@ # === Utilities === -def s3_to_https(s3_url: str, endpoint: str) -> str: - """Convert s3:// URL to https:// using endpoint.""" +def s3_to_https(s3_url: str, gateway_url: str = "https://s3.explorer.eopf.copernicus.eu") -> str: + """Convert s3:// URL to https:// using S3 gateway. + + Uses gateway format: https://s3.explorer.eopf.copernicus.eu/bucket/path + + Args: + s3_url: S3 URL (s3://bucket/path) + gateway_url: S3 gateway base URL (default: https://s3.explorer.eopf.copernicus.eu) + + Returns: + HTTPS URL with bucket as path prefix + """ if not s3_url.startswith("s3://"): return s3_url + parsed = urlparse(s3_url) - host = urlparse(endpoint).netloc or urlparse(endpoint).path - return f"https://{parsed.netloc}.{host}{parsed.path}" + bucket = parsed.netloc + path = parsed.path + + gateway_base = gateway_url.rstrip("/") + return f"{gateway_base}/{bucket}{path}" + +def https_to_s3( + https_url: str, gateway_url: str = "https://s3.explorer.eopf.copernicus.eu" +) -> str | None: + """Convert https:// URL back to s3:// URL. -def https_to_s3(https_url: str, endpoint: str) -> str | None: - """Convert https:// URL back to s3:// URL if it matches the S3 endpoint pattern. + Handles both formats: + - New gateway format: https://s3.explorer.eopf.copernicus.eu/bucket/path + - Old S3 format: https://bucket.s3.endpoint.com/path Args: https_url: HTTPS URL potentially pointing to S3 - endpoint: S3 endpoint URL + gateway_url: S3 gateway base URL (default: https://s3.explorer.eopf.copernicus.eu) Returns: S3 URL if conversion is possible, None otherwise @@ -55,23 +75,32 @@ def https_to_s3(https_url: str, endpoint: str) -> str | None: if not https_url.startswith("https://"): return None - # Extract the host from the endpoint - endpoint_host = urlparse(endpoint).netloc or urlparse(endpoint).path - - # Parse the HTTPS URL parsed = urlparse(https_url) - - # Check if URL matches the S3 endpoint pattern: bucket.endpoint_host/path - if endpoint_host in parsed.netloc: - # Extract bucket name (everything before the endpoint host) - bucket = parsed.netloc.replace(f".{endpoint_host}", "") - # Reconstruct S3 URL - return f"s3://{bucket}{parsed.path}" + gateway_parsed = urlparse(gateway_url) + gateway_host = gateway_parsed.netloc + + # Check if URL matches the new gateway format: gateway-host/bucket/path + if parsed.netloc == gateway_host: + # Extract bucket from path (first component) + path_parts = parsed.path.lstrip("/").split("/", 1) + if len(path_parts) >= 1: + bucket = path_parts[0] + remaining_path = "/" + path_parts[1] if len(path_parts) > 1 else "" + return f"s3://{bucket}{remaining_path}" + + # Check if URL matches old S3 endpoint pattern: bucket.endpoint-host/path + # This is for backwards compatibility + if ".s3." in parsed.netloc or "s3." in parsed.netloc: + # Try to extract bucket name (everything before .s3.) + parts = parsed.netloc.split(".s3.") + if len(parts) == 2: + bucket = parts[0] + return f"s3://{bucket}{parsed.path}" return None -def rewrite_asset_hrefs(item: Item, old_base: str, new_base: str, s3_endpoint: str) -> None: +def rewrite_asset_hrefs(item: Item, old_base: str, new_base: str) -> None: """Rewrite all asset hrefs from old_base to new_base (in place).""" old_base = old_base.rstrip("/") + "/" new_base = new_base.rstrip("/") + "/" @@ -80,7 +109,7 @@ def rewrite_asset_hrefs(item: Item, old_base: str, new_base: str, s3_endpoint: s if asset.href and asset.href.startswith(old_base): new_href = new_base + asset.href[len(old_base) :] if new_href.startswith("s3://"): - new_href = s3_to_https(new_href, s3_endpoint) + new_href = s3_to_https(new_href) logger.debug(f" {key}: {asset.href} -> {new_href}") asset.href = new_href @@ -232,7 +261,7 @@ def add_thumbnail_asset(item: Item, raster_base: str, collection_id: str) -> Non logger.debug(f"Added thumbnail asset: {title}") -def add_store_link(item: Item, geozarr_url: str, s3_endpoint: str) -> None: +def add_store_link(item: Item, geozarr_url: str) -> None: """Add store link pointing to the root Zarr location. Following the Multiscale reflectance group representation best practices, @@ -245,7 +274,7 @@ def add_store_link(item: Item, geozarr_url: str, s3_endpoint: str) -> None: # Convert S3 URL to HTTPS for the store link store_href = geozarr_url if store_href.startswith("s3://"): - store_href = s3_to_https(store_href, s3_endpoint) + store_href = s3_to_https(store_href) item.add_link( Link( @@ -309,7 +338,7 @@ def add_alternate_s3_assets(item: Item, s3_endpoint: str) -> None: Args: item: STAC item to modify - s3_endpoint: S3 endpoint URL + s3_endpoint: S3 endpoint URL (used to extract region metadata) """ # Add alternate and storage extensions to the item if not present extensions = [ @@ -350,7 +379,7 @@ def add_alternate_s3_assets(item: Item, s3_endpoint: str) -> None: continue # Convert HTTPS URL to S3 URL - s3_url = https_to_s3(asset.href, s3_endpoint) + s3_url = https_to_s3(asset.href) if not s3_url: continue @@ -372,7 +401,7 @@ def add_alternate_s3_assets(item: Item, s3_endpoint: str) -> None: logger.info(f" ๐Ÿ”— Added S3 alternates to {modified_count} asset(s)") -def consolidate_reflectance_assets(item: Item, geozarr_url: str, s3_endpoint: str) -> None: +def consolidate_reflectance_assets(item: Item, geozarr_url: str) -> None: """Consolidate multiple resolution/band assets into single reflectance asset. Transforms old structure (SR_10m, SR_20m, SR_60m, B01_20m, etc.) into new @@ -508,7 +537,7 @@ def consolidate_reflectance_assets(item: Item, geozarr_url: str, s3_endpoint: st # Create new reflectance asset reflectance_href = f"{geozarr_url}/measurements/reflectance" if reflectance_href.startswith("s3://"): - reflectance_href = s3_to_https(reflectance_href, s3_endpoint) + reflectance_href = s3_to_https(reflectance_href) reflectance_asset = Asset( href=reflectance_href, @@ -587,15 +616,15 @@ def run_registration( logger.info(f" ๐Ÿ”— Rewriting {len(item.assets)} asset hrefs") logger.debug(f" From: {source_zarr_base}") logger.debug(f" To: {geozarr_url}") - rewrite_asset_hrefs(item, source_zarr_base, geozarr_url, s3_endpoint) + rewrite_asset_hrefs(item, source_zarr_base, geozarr_url) else: logger.warning(" โš ๏ธ No source zarr found - assets not rewritten") # 3. Add store link to root Zarr location (best practice) - add_store_link(item, geozarr_url, s3_endpoint) + add_store_link(item, geozarr_url) # 4. Consolidate reflectance assets into single asset with bands/cube metadata - consolidate_reflectance_assets(item, geozarr_url, s3_endpoint) + consolidate_reflectance_assets(item, geozarr_url) # 5. Add projection metadata from zarr add_projection_from_zarr(item) diff --git a/scripts/test_complete_workflow.py b/scripts/test_complete_workflow.py new file mode 100644 index 0000000..4899146 --- /dev/null +++ b/scripts/test_complete_workflow.py @@ -0,0 +1,211 @@ +#!/usr/bin/env python3 +"""Test script to demonstrate the complete workflow with new gateway format and alternate extension.""" + +import json +from pathlib import Path +from urllib.parse import urlparse + + +def s3_to_https(s3_url: str, gateway_url: str = "https://s3.explorer.eopf.copernicus.eu") -> str: + """Convert s3:// URL to https:// using S3 gateway.""" + if not s3_url.startswith("s3://"): + return s3_url + + parsed = urlparse(s3_url) + bucket = parsed.netloc + path = parsed.path + + gateway_base = gateway_url.rstrip("/") + return f"{gateway_base}/{bucket}{path}" + + +def https_to_s3( + https_url: str, gateway_url: str = "https://s3.explorer.eopf.copernicus.eu" +) -> str | None: + """Convert https:// URL back to s3:// URL.""" + if not https_url.startswith("https://"): + return None + + parsed = urlparse(https_url) + gateway_parsed = urlparse(gateway_url) + gateway_host = gateway_parsed.netloc + + # Check if URL matches the new gateway format: gateway-host/bucket/path + if parsed.netloc == gateway_host: + # Extract bucket from path (first component) + path_parts = parsed.path.lstrip("/").split("/", 1) + if len(path_parts) >= 1: + bucket = path_parts[0] + remaining_path = "/" + path_parts[1] if len(path_parts) > 1 else "" + return f"s3://{bucket}{remaining_path}" + + # Check if URL matches old S3 endpoint pattern: bucket.endpoint-host/path + if ".s3." in parsed.netloc or "s3." in parsed.netloc: + parts = parsed.netloc.split(".s3.") + if len(parts) == 2: + bucket = parts[0] + return f"s3://{bucket}{parsed.path}" + + return None + + +def process_item_with_gateway(item_dict: dict, s3_endpoint: str) -> dict: + """Process STAC item to use new gateway format and add alternate extension.""" + + # Add extensions + extensions = [ + "https://stac-extensions.github.io/alternate-assets/v1.2.0/schema.json", + "https://stac-extensions.github.io/storage/v2.0.0/schema.json", + ] + + if "stac_extensions" not in item_dict: + item_dict["stac_extensions"] = [] + + for ext in extensions: + if ext not in item_dict["stac_extensions"]: + item_dict["stac_extensions"].append(ext) + + # Extract region from endpoint + endpoint_host = urlparse(s3_endpoint).netloc or urlparse(s3_endpoint).path + region = "unknown" + if ".de." in endpoint_host: + region = "de" + elif ".gra." in endpoint_host: + region = "gra" + elif ".sbg." in endpoint_host: + region = "sbg" + + # Process assets + processed_count = 0 + for asset_key, asset in item_dict.get("assets", {}).items(): + href = asset.get("href", "") + + # Skip non-HTTPS URLs or thumbnails + if not href.startswith("https://"): + continue + if "thumbnail" in asset.get("roles", []): + continue + + # Convert old format to new gateway format if needed + old_format_patterns = [".s3.de.", ".s3.gra.", ".s3.sbg."] + is_old_format = any(pattern in href for pattern in old_format_patterns) + + if is_old_format: + # Convert to S3 first, then to new gateway format + s3_url = https_to_s3(href) + if s3_url: + # Update href to use new gateway + new_href = s3_to_https(s3_url) + asset["href"] = new_href + print(f" ๐Ÿ”„ Converted {asset_key}:") + print(f" From: {href}") + print(f" To: {new_href}") + + # Add alternate S3 URL + s3_url = https_to_s3(asset["href"]) + if s3_url: + asset["alternate"] = { + "s3": { + "href": s3_url, + "storage:platform": "OVHcloud", + "storage:region": region, + "storage:requester_pays": False, + } + } + processed_count += 1 + + # Update store link + for link in item_dict.get("links", []): + if link.get("rel") == "store": + old_href = link["href"] + if ".s3." in old_href: + s3_url = https_to_s3(old_href) + if s3_url: + new_href = s3_to_https(s3_url) + link["href"] = new_href + print(" ๐Ÿ”„ Converted store link:") + print(f" From: {old_href}") + print(f" To: {new_href}") + + print(f"\nโœ… Processed {processed_count} assets with gateway format and alternate S3 URLs") + return item_dict + + +def main() -> int: + """Test the complete workflow.""" + # Read the sample JSON + sample_file = ( + Path(__file__).parent.parent + / "stac" + / "S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420.json" + ) + + if not sample_file.exists(): + print(f"โŒ Sample file not found: {sample_file}") + return 1 + + print("=" * 80) + print("Complete Workflow Test: New Gateway Format + Alternate Extension") + print("=" * 80) + print(f"\n๐Ÿ“– Reading sample file: {sample_file.name}\n") + + with open(sample_file) as f: + item_dict = json.load(f) + + # Show original format + print("๐Ÿ“‹ Original asset format (first data asset):") + for asset_key in ["AOT_10m", "reflectance"]: + if asset_key in item_dict["assets"]: + asset = item_dict["assets"][asset_key] + print(f" Asset: {asset_key}") + print(f" href: {asset['href']}") + break + + # Process with new gateway format + print("\n๐Ÿ”ง Processing with new gateway format...\n") + s3_endpoint = "https://s3.de.io.cloud.ovh.net" + modified_item = process_item_with_gateway(item_dict, s3_endpoint) + + # Show results + print("\n๐Ÿ“‹ New asset format (after processing):") + for asset_key in ["AOT_10m", "reflectance"]: + if asset_key in modified_item["assets"]: + asset = modified_item["assets"][asset_key] + print(f"\n Asset: {asset_key}") + print(f" HTTPS href (gateway): {asset['href']}") + if "alternate" in asset: + s3_alt = asset["alternate"]["s3"] + print(f" S3 alternate href: {s3_alt['href']}") + print(f" Storage platform: {s3_alt['storage:platform']}") + print(f" Storage region: {s3_alt['storage:region']}") + break + + # Show store link + print("\n๐Ÿ“‹ Store link:") + for link in modified_item.get("links", []): + if link.get("rel") == "store": + print(f" href: {link['href']}") + break + + # Show extensions + print("\n๐Ÿ“š STAC Extensions (new ones added):") + for ext in modified_item["stac_extensions"]: + if "alternate" in ext or "storage" in ext: + print(f" โœจ {ext}") + + # Write output + output_file = sample_file.with_name(f"{sample_file.stem}_new_gateway.json") + with open(output_file, "w") as f: + json.dump(modified_item, f, indent=2) + print(f"\n๐Ÿ’พ Saved modified item to: {output_file.name}") + + print("\n" + "=" * 80) + print("โœ… Complete workflow test PASSED!") + print("=" * 80) + return 0 + + +if __name__ == "__main__": + import sys + + sys.exit(main()) diff --git a/scripts/test_gateway_format.py b/scripts/test_gateway_format.py new file mode 100644 index 0000000..c4b5aa1 --- /dev/null +++ b/scripts/test_gateway_format.py @@ -0,0 +1,131 @@ +#!/usr/bin/env python3 +"""Test script to verify the new S3 gateway format with alternate extension.""" + +from urllib.parse import urlparse + + +def s3_to_https(s3_url: str, gateway_url: str = "https://s3.explorer.eopf.copernicus.eu") -> str: + """Convert s3:// URL to https:// using S3 gateway.""" + if not s3_url.startswith("s3://"): + return s3_url + + parsed = urlparse(s3_url) + bucket = parsed.netloc + path = parsed.path + + gateway_base = gateway_url.rstrip("/") + return f"{gateway_base}/{bucket}{path}" + + +def https_to_s3( + https_url: str, gateway_url: str = "https://s3.explorer.eopf.copernicus.eu" +) -> str | None: + """Convert https:// URL back to s3:// URL.""" + if not https_url.startswith("https://"): + return None + + parsed = urlparse(https_url) + gateway_parsed = urlparse(gateway_url) + gateway_host = gateway_parsed.netloc + + # Check if URL matches the new gateway format: gateway-host/bucket/path + if parsed.netloc == gateway_host: + # Extract bucket from path (first component) + path_parts = parsed.path.lstrip("/").split("/", 1) + if len(path_parts) >= 1: + bucket = path_parts[0] + remaining_path = "/" + path_parts[1] if len(path_parts) > 1 else "" + return f"s3://{bucket}{remaining_path}" + + # Check if URL matches old S3 endpoint pattern: bucket.endpoint-host/path + # This is for backwards compatibility + if ".s3." in parsed.netloc or "s3." in parsed.netloc: + # Try to extract bucket name (everything before .s3.) + parts = parsed.netloc.split(".s3.") + if len(parts) == 2: + bucket = parts[0] + return f"s3://{bucket}{parsed.path}" + + return None + + +def main() -> int: + """Test the gateway format conversions.""" + print("Testing S3 Gateway Format Conversions") + print("=" * 70) + + # Test cases + test_cases = [ + { + "name": "Simple path", + "s3": "s3://esa-zarr-sentinel-explorer-fra/tests-output/file.zarr", + "expected_https": "https://s3.explorer.eopf.copernicus.eu/esa-zarr-sentinel-explorer-fra/tests-output/file.zarr", + }, + { + "name": "Deep nested path", + "s3": "s3://esa-zarr-sentinel-explorer-fra/tests-output/sentinel-2-l2a-staging/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420.zarr/quality/atmosphere/r10m/aot", + "expected_https": "https://s3.explorer.eopf.copernicus.eu/esa-zarr-sentinel-explorer-fra/tests-output/sentinel-2-l2a-staging/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420.zarr/quality/atmosphere/r10m/aot", + }, + { + "name": "Reflectance asset", + "s3": "s3://esa-zarr-sentinel-explorer-fra/tests-output/sentinel-2-l2a-staging/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420.zarr/measurements/reflectance", + "expected_https": "https://s3.explorer.eopf.copernicus.eu/esa-zarr-sentinel-explorer-fra/tests-output/sentinel-2-l2a-staging/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420.zarr/measurements/reflectance", + }, + ] + + print("\n1. Testing S3 to HTTPS conversion") + print("-" * 70) + all_passed = True + for test in test_cases: + result = s3_to_https(test["s3"]) + passed = result == test["expected_https"] + all_passed = all_passed and passed + status = "โœ… PASS" if passed else "โŒ FAIL" + print(f"\n{status} - {test['name']}") + print(f" Input: {test['s3']}") + print(f" Expected: {test['expected_https']}") + print(f" Got: {result}") + + print("\n\n2. Testing HTTPS to S3 conversion (round-trip)") + print("-" * 70) + for test in test_cases: + https_url = test["expected_https"] + s3_result = https_to_s3(https_url) + passed = s3_result == test["s3"] + all_passed = all_passed and passed + status = "โœ… PASS" if passed else "โŒ FAIL" + print(f"\n{status} - {test['name']}") + print(f" Input: {https_url}") + print(f" Expected: {test['s3']}") + print(f" Got: {s3_result}") + + # Test backwards compatibility with old format + print("\n\n3. Testing backwards compatibility with old S3 format") + print("-" * 70) + old_format_url = ( + "https://esa-zarr-sentinel-explorer-fra.s3.de.io.cloud.ovh.net/tests-output/file.zarr" + ) + expected_s3 = "s3://esa-zarr-sentinel-explorer-fra/tests-output/file.zarr" + old_result = https_to_s3(old_format_url) + passed = old_result == expected_s3 + all_passed = all_passed and passed + status = "โœ… PASS" if passed else "โŒ FAIL" + print(f"\n{status} - Old S3 subdomain format") + print(f" Input: {old_format_url}") + print(f" Expected: {expected_s3}") + print(f" Got: {old_result}") + + # Summary + print("\n" + "=" * 70) + if all_passed: + print("โœ… All tests PASSED!") + return 0 + else: + print("โŒ Some tests FAILED!") + return 1 + + +if __name__ == "__main__": + import sys + + sys.exit(main()) diff --git a/scripts/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420.json b/stac/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420.json similarity index 100% rename from scripts/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420.json rename to stac/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420.json diff --git a/stac/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420_new_gateway.json b/stac/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420_new_gateway.json new file mode 100644 index 0000000..f365917 --- /dev/null +++ b/stac/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420_new_gateway.json @@ -0,0 +1,603 @@ +{ + "id": "S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420", + "bbox": [ + 4.270075671777485, + 45.034190140253024, + 5.710544147597723, + 46.046265456303395 + ], + "type": "Feature", + "links": [ + { + "rel": "collection", + "type": "application/json", + "href": "https://api.explorer.eopf.copernicus.eu/stac/collections/sentinel-2-l2a-staging" + }, + { + "rel": "parent", + "type": "application/json", + "href": "https://api.explorer.eopf.copernicus.eu/stac/collections/sentinel-2-l2a-staging" + }, + { + "rel": "root", + "type": "application/json", + "href": "https://api.explorer.eopf.copernicus.eu/stac/" + }, + { + "rel": "self", + "type": "application/geo+json", + "href": "https://api.explorer.eopf.copernicus.eu/stac/collections/sentinel-2-l2a-staging/items/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.5270/S2_-znk9xsj" + }, + { + "rel": "license", + "href": "https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice", + "type": "application/pdf", + "title": "Legal notice on the use of Copernicus Sentinel Data and Service Information" + }, + { + "rel": "store", + "href": "https://s3.explorer.eopf.copernicus.eu/esa-zarr-sentinel-explorer-fra/tests-output/sentinel-2-l2a-staging/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420.zarr", + "type": "application/octet-stream", + "title": "Zarr Store" + }, + { + "rel": "viewer", + "href": "https://api.explorer.eopf.copernicus.eu/raster/collections/sentinel-2-l2a-staging/items/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420/viewer", + "type": "text/html", + "title": "Viewer for S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420" + }, + { + "rel": "xyz", + "href": "https://api.explorer.eopf.copernicus.eu/raster/collections/sentinel-2-l2a-staging/items/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420/tiles/WebMercatorQuad/{z}/{x}/{y}.png?rescale=0%2C1&color_formula=gamma+rgb+1.3%2C+sigmoidal+rgb+6+0.1%2C+saturation+1.2&variables=%2Fmeasurements%2Freflectance%2Fr60m%3Ab04&variables=%2Fmeasurements%2Freflectance%2Fr60m%3Ab03&variables=%2Fmeasurements%2Freflectance%2Fr60m%3Ab02&bidx=1", + "type": "image/png", + "title": "Sentinel-2 L2A True Color (60m)" + }, + { + "rel": "tilejson", + "href": "https://api.explorer.eopf.copernicus.eu/raster/collections/sentinel-2-l2a-staging/items/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420/WebMercatorQuad/tilejson.json?rescale=0%2C1&color_formula=gamma+rgb+1.3%2C+sigmoidal+rgb+6+0.1%2C+saturation+1.2&variables=%2Fmeasurements%2Freflectance%2Fr60m%3Ab04&variables=%2Fmeasurements%2Freflectance%2Fr60m%3Ab03&variables=%2Fmeasurements%2Freflectance%2Fr60m%3Ab02&bidx=1", + "type": "application/json", + "title": "TileJSON for S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420" + }, + { + "rel": "via", + "href": "https://explorer.eopf.copernicus.eu/collections/sentinel-2-l2a-staging/items/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420", + "title": "EOPF Explorer" + }, + { + "rel": "derived_from", + "href": "https://stac.core.eopf.eodc.eu/collections/sentinel-2-l2a/items/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420", + "type": "application/json", + "title": "Derived from original Zarr STAC 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a/scripts/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420_with_alternate.json +++ b/stac/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420_with_alternate.json @@ -600,4 +600,4 @@ "https://stac-extensions.github.io/alternate-assets/v1.2.0/schema.json", "https://stac-extensions.github.io/storage/v2.0.0/schema.json" ] -} \ No newline at end of file +} diff --git a/scripts/S2A_MSIL2A_20251008T100041_N0511_R122_T32TQM_20251008T122613.szeopf.json b/stac/S2A_MSIL2A_20251008T100041_N0511_R122_T32TQM_20251008T122613.szeopf.json similarity index 100% rename from scripts/S2A_MSIL2A_20251008T100041_N0511_R122_T32TQM_20251008T122613.szeopf.json rename to stac/S2A_MSIL2A_20251008T100041_N0511_R122_T32TQM_20251008T122613.szeopf.json diff --git a/collections/sentinel-2-l2a.json b/stac/sentinel-2-l2a.json similarity index 100% rename from collections/sentinel-2-l2a.json rename to stac/sentinel-2-l2a.json diff --git a/submit_stac_items_notebook.ipynb b/submit_stac_items_notebook.ipynb deleted file mode 100644 index 76f4778..0000000 --- a/submit_stac_items_notebook.ipynb +++ /dev/null @@ -1,1400 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# STAC Item Search and Submission to Data Pipeline\n", - "\n", - "This notebook allows operators to:\n", - "\n", - "1. Define an area of interest (AOI) and time range\n", - "2. Search for STAC items from the EOPF STAC catalog\n", - "3. Submit selected items to the data pipeline for processing\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Setup and Imports\n" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "โœ… Loaded credentials from .env file\n" - ] - } - ], - "source": [ - "import getpass\n", - "import json\n", - "import os\n", - "from pathlib import Path\n", - "\n", - "import pandas as pd\n", - "import requests\n", - "from pystac_client import Client\n", - "\n", - "# Try to load .env file if available\n", - "try:\n", - " from dotenv import load_dotenv\n", - "\n", - " dotenv_path = Path(\".env\")\n", - " if dotenv_path.exists():\n", - " load_dotenv(dotenv_path)\n", - " print(\"โœ… Loaded credentials from .env file\")\n", - " else:\n", - " print(\"โ„น๏ธ No .env file found, will prompt for credentials\")\n", - "except ImportError:\n", - " print(\"โ„น๏ธ python-dotenv not installed, will prompt for credentials\")\n", - " print(\" Install with: pip install python-dotenv\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Configuration\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "โœ… RabbitMQ password loaded\n" - ] - } - ], - "source": [ - "# STAC API Configuration\n", - "STAC_API_URL = \"https://stac.core.eopf.eodc.eu/\"\n", - "\n", - "# RabbitMQ Configuration\n", - "RABBITMQ_HOST = \"localhost\"\n", - "RABBITMQ_PORT = 5672\n", - "RABBITMQ_VHOST = \"/\"\n", - "RABBITMQ_USER = \"user\"\n", - "RABBITMQ_EXCHANGE = \"eopf_samples\"\n", - "RABBITMQ_ROUTING_KEY = \"eopf_samples.convert.v1\"\n", - "\n", - "# Load password from environment or prompt user\n", - "RABBITMQ_PASSWORD = os.getenv(\"RABBITMQ_PASSWORD\")\n", - "\n", - "if not RABBITMQ_PASSWORD:\n", - " print(\"\\n๐Ÿ” RabbitMQ credentials required\")\n", - " print(\" Tip: Create a .env file with RABBITMQ_PASSWORD=your_password\")\n", - " print(\" (The .env file is gitignored and won't be committed)\\n\")\n", - " RABBITMQ_PASSWORD = getpass.getpass(\"Enter RabbitMQ password: \")\n", - " if RABBITMQ_PASSWORD:\n", - " print(\"โœ… Password entered\")\n", - " else:\n", - " print(\"โš ๏ธ Warning: No password provided!\")\n", - "else:\n", - " print(\"โœ… RabbitMQ password loaded\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Define Area and Time of Interest\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Area of Interest: [-5.14, 41.33, 9.56, 51.09]\n", - "Time Range: 2025-08-01T00:00:00Z to 2025-08-31T23:59:59Z\n" - ] - } - ], - "source": [ - "# Area of Interest (AOI) - Bounding box: [min_lon, min_lat, max_lon, max_lat]\n", - "# Example: Rome area\n", - "# aoi_bbox = [12.4, 41.8, 12.6, 42.0]\n", - "# Example 2: Majorca area (2.1697998046875004%2C39.21097520599528%2C3.8177490234375004)\n", - "# aoi_bbox = [2.16, 39.21, 3.82, 39.78]\n", - "# Example 3: France Full\n", - "aoi_bbox = [-5.14, 41.33, 9.56, 51.09]\n", - "\n", - "# Time range\n", - "start_date = \"2025-08-01T00:00:00Z\"\n", - "end_date = \"2025-08-31T23:59:59Z\"\n", - "\n", - "print(f\"Area of Interest: {aoi_bbox}\")\n", - "print(f\"Time Range: {start_date} to {end_date}\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Browse Available Collections\n" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "๐Ÿ“š Available Collections (11 total):\n", - "\n", - " - sentinel-2-l2a\n", - " The Sentinel-2 Level-2A Collection 1 product provides orthorectified Surface Reflectance (Bottom-Of-...\n", - "\n", - " - sentinel-3-olci-l2-lfr\n", - " The Sentinel-3 OLCI L2 LFR product provides land and atmospheric geophysical parameters computed for...\n", - "\n", - " - sentinel-3-slstr-l2-lst\n", - " The Sentinel-3 SLSTR Level-2 LST product provides land surface temperature.\n", - "\n", - " - sentinel-1-l2-ocn\n", - " The Sentinel-1 Level-2 Ocean (OCN) products for wind, wave and currents applications may contain the...\n", - "\n", - " - sentinel-1-l1-grd\n", - " The Sentinel-1 Level-1 Ground Range Detected (GRD) products consist of focused SAR data that has bee...\n", - "\n", - " - sentinel-2-l1c\n", - " The Sentinel-2 Level-1C product is composed of 110x110 km2 tiles (ortho-images in UTM/WGS84 projecti...\n", - "\n", - " - sentinel-1-l1-slc\n", - " The Sentinel-1 Level-1 Single Look Complex (SLC) products consist of focused SAR data, geo-reference...\n", - "\n", - " - sentinel-3-slstr-l1-rbt\n", - " The Sentinel-3 SLSTR Level-1B RBT product provides radiances and brightness temperatures for each pi...\n", - "\n", - " - sentinel-3-olci-l1-efr\n", - " The Sentinel-3 OLCI L1 EFR product provides TOA radiances at full resolution for each pixel in the i...\n", - "\n", - " - sentinel-3-olci-l1-err\n", - " The Sentinel-3 OLCI L1 ERR product provides TOA radiances at reduced resolution for each pixel in th...\n", - "\n", - " - sentinel-3-olci-l2-lrr\n", - " The Sentinel-3 OLCI L2 LRR product provides land and atmospheric geophysical parameters computed for...\n", - "\n" - ] - } - ], - "source": [ - "# Connect to STAC API\n", - "catalog = Client.open(STAC_API_URL)\n", - "\n", - "# List available collections\n", - "collections = list(catalog.get_collections())\n", - "\n", - "print(f\"\\n๐Ÿ“š Available Collections ({len(collections)} total):\\n\")\n", - "for col in collections:\n", - " print(f\" - {col.id}\")\n", - " if col.description:\n", - " print(\n", - " f\" {col.description[:100]}...\"\n", - " if len(col.description) > 100\n", - " else f\" {col.description}\"\n", - " )\n", - " print()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Select Collection and Search for Items\n" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "๐Ÿ” Searching collection: sentinel-2-l2a\n", - "๐ŸŽฏ Target collection for processing: sentinel-2-l2a-staging\n" - ] - } - ], - "source": [ - "# Choose the source collection to search\n", - "source_collection = \"sentinel-2-l2a\" # Change this to your desired collection\n", - "\n", - "# Choose the target collection for processing\n", - "target_collection = \"sentinel-2-l2a-staging\" # Change this to your target collection\n", - "\n", - "print(f\"๐Ÿ” Searching collection: {source_collection}\")\n", - "print(f\"๐ŸŽฏ Target collection for processing: {target_collection}\")" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "โœ… Found 2739 items matching criteria.\n", - "\n" - ] - }, - { - "data": { - "text/html": [ - "
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IDCollectionDatetimeSelf Link
0S2C_MSIL2A_20250831T112131_N0511_R037_T30UXB_2...sentinel-2-l2a2025-08-31T11:21:31.025000+00:00https://stac.core.eopf.eodc.eu/collections/sen...
1S2C_MSIL2A_20250831T112131_N0511_R037_T30UWV_2...sentinel-2-l2a2025-08-31T11:21:31.025000+00:00https://stac.core.eopf.eodc.eu/collections/sen...
2S2C_MSIL2A_20250831T112131_N0511_R037_T30UWU_2...sentinel-2-l2a2025-08-31T11:21:31.025000+00:00https://stac.core.eopf.eodc.eu/collections/sen...
3S2C_MSIL2A_20250831T112131_N0511_R037_T30UWU_2...sentinel-2-l2a2025-08-31T11:21:31.025000+00:00https://stac.core.eopf.eodc.eu/collections/sen...
4S2C_MSIL2A_20250831T112131_N0511_R037_T30UWB_2...sentinel-2-l2a2025-08-31T11:21:31.025000+00:00https://stac.core.eopf.eodc.eu/collections/sen...
...............
2734S2B_MSIL2A_20250801T102559_N0511_R108_T31TFK_2...sentinel-2-l2a2025-08-01T10:25:59.032000+00:00https://stac.core.eopf.eodc.eu/collections/sen...
2735S2B_MSIL2A_20250801T102559_N0511_R108_T31TFG_2...sentinel-2-l2a2025-08-01T10:25:59.032000+00:00https://stac.core.eopf.eodc.eu/collections/sen...
2736S2B_MSIL2A_20250801T102559_N0511_R108_T31TEJ_2...sentinel-2-l2a2025-08-01T10:25:59.032000+00:00https://stac.core.eopf.eodc.eu/collections/sen...
2737S2B_MSIL2A_20250801T102559_N0511_R108_T31TEH_2...sentinel-2-l2a2025-08-01T10:25:59.032000+00:00https://stac.core.eopf.eodc.eu/collections/sen...
2738S2B_MSIL2A_20250801T102559_N0511_R108_T31TEF_2...sentinel-2-l2a2025-08-01T10:25:59.032000+00:00https://stac.core.eopf.eodc.eu/collections/sen...
\n", - "

2739 rows ร— 4 columns

\n", - "
" - ], - "text/plain": [ - " ID Collection \\\n", - "0 S2C_MSIL2A_20250831T112131_N0511_R037_T30UXB_2... sentinel-2-l2a \n", - "1 S2C_MSIL2A_20250831T112131_N0511_R037_T30UWV_2... sentinel-2-l2a \n", - "2 S2C_MSIL2A_20250831T112131_N0511_R037_T30UWU_2... sentinel-2-l2a \n", - "3 S2C_MSIL2A_20250831T112131_N0511_R037_T30UWU_2... sentinel-2-l2a \n", - "4 S2C_MSIL2A_20250831T112131_N0511_R037_T30UWB_2... sentinel-2-l2a \n", - "... ... ... \n", - "2734 S2B_MSIL2A_20250801T102559_N0511_R108_T31TFK_2... sentinel-2-l2a \n", - "2735 S2B_MSIL2A_20250801T102559_N0511_R108_T31TFG_2... sentinel-2-l2a \n", - "2736 S2B_MSIL2A_20250801T102559_N0511_R108_T31TEJ_2... sentinel-2-l2a \n", - "2737 S2B_MSIL2A_20250801T102559_N0511_R108_T31TEH_2... sentinel-2-l2a \n", - "2738 S2B_MSIL2A_20250801T102559_N0511_R108_T31TEF_2... sentinel-2-l2a \n", - "\n", - " Datetime \\\n", - "0 2025-08-31T11:21:31.025000+00:00 \n", - "1 2025-08-31T11:21:31.025000+00:00 \n", - "2 2025-08-31T11:21:31.025000+00:00 \n", - "3 2025-08-31T11:21:31.025000+00:00 \n", - "4 2025-08-31T11:21:31.025000+00:00 \n", - "... ... \n", - "2734 2025-08-01T10:25:59.032000+00:00 \n", - "2735 2025-08-01T10:25:59.032000+00:00 \n", - "2736 2025-08-01T10:25:59.032000+00:00 \n", - "2737 2025-08-01T10:25:59.032000+00:00 \n", - "2738 2025-08-01T10:25:59.032000+00:00 \n", - "\n", - " Self Link \n", - "0 https://stac.core.eopf.eodc.eu/collections/sen... \n", - "1 https://stac.core.eopf.eodc.eu/collections/sen... \n", - "2 https://stac.core.eopf.eodc.eu/collections/sen... \n", - "3 https://stac.core.eopf.eodc.eu/collections/sen... \n", - "4 https://stac.core.eopf.eodc.eu/collections/sen... \n", - "... ... \n", - "2734 https://stac.core.eopf.eodc.eu/collections/sen... \n", - "2735 https://stac.core.eopf.eodc.eu/collections/sen... \n", - "2736 https://stac.core.eopf.eodc.eu/collections/sen... \n", - "2737 https://stac.core.eopf.eodc.eu/collections/sen... \n", - "2738 https://stac.core.eopf.eodc.eu/collections/sen... \n", - "\n", - "[2739 rows x 4 columns]" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Search for items\n", - "search = catalog.search(\n", - " collections=[source_collection],\n", - " bbox=aoi_bbox,\n", - " datetime=f\"{start_date}/{end_date}\", # Adjust as needed\n", - ")\n", - "\n", - "# Collect items paginated results\n", - "items = []\n", - "for page in search.pages():\n", - " items.extend(page.items)\n", - "\n", - "print(f\"\\nโœ… Found {len(items)} items matching criteria.\\n\")\n", - "\n", - "# Display items in a table\n", - "if items:\n", - " items_data = []\n", - " for item in items:\n", - " items_data.append(\n", - " {\n", - " \"ID\": item.id,\n", - " \"Collection\": item.collection_id,\n", - " \"Datetime\": item.datetime.isoformat() if item.datetime else \"N/A\",\n", - " \"Self Link\": next((link.href for link in item.links if link.rel == \"self\"), \"N/A\"),\n", - " }\n", - " )\n", - "\n", - " df = pd.DataFrame(items_data)\n", - " display(df)\n", - "else:\n", - " print(\"No items found for the specified criteria.\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Submit Items to Pipeline\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "def submit_item_to_pipeline(item_url: str, target_collection: str) -> bool:\n", - " \"\"\"\n", - " Submit a single STAC item to the data pipeline via RabbitMQ.\n", - "\n", - " Args:\n", - " item_url: The self-link URL of the STAC item\n", - " target_collection: The target collection for processing\n", - "\n", - " Returns:\n", - " True if successful, False otherwise\n", - " \"\"\"\n", - " try:\n", - " # Create payload\n", - " payload = {\n", - " \"source_url\": item_url,\n", - " \"collection\": target_collection,\n", - " \"action\": \"convert-v1-s2\", # specify the action to use the V1 S2 trigger\n", - " }\n", - "\n", - " # Publish message with simple http post request to localhost:12000/samples\n", - " message = json.dumps(payload)\n", - " requests.post(\n", - " \"http://localhost:12000/samples\",\n", - " data=message,\n", - " headers={\"Content-Type\": \"application/json\"},\n", - " )\n", - "\n", - " return True\n", - "\n", - " except Exception as e:\n", - " print(f\"โŒ Error submitting item: {e}\")\n", - " return False" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "๐Ÿ“ค Submitting 2739 items to pipeline...\n", - "\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32UNB_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32UNA_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32UMV_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32UMU_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32UMB_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32UMA_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32ULV_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32ULU_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32ULB_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32ULA_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TNT_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TNS_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TMT_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TMS_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TMR_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TMQ_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TMP_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TMN_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TLT_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TLS_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TLR_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TLQ_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TLP_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TLN_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TLM_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TLL_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TKM_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T32TKL_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31UGS_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31UGR_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31UGQ_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31UGP_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31UFP_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TGN_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TGM_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TGL_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TGK_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TGJ_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TGH_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TGG_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TGF_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TFN_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TFM_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TFL_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TFK_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TFJ_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TFH_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TFG_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TFF_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TEJ_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TEH_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TEG_20250831T143825\n", - "โœ… Submitted: S2B_MSIL2A_20250831T102559_N0511_R108_T31TEF_20250831T143825\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T31UCS_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T31UCR_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T31UCQ_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UYV_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UYU_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UYB_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UYA_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UXV_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UXU_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UXB_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UXA_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UWV_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UWU_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UWB_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UWA_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UVV_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UVU_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UVB_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UVA_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30UUU_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TXT_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TXS_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TXR_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TXQ_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TWT_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TWS_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TWR_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TWQ_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TWP_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TWN_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TWM_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TWL_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TVT_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TVS_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TVR_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TVQ_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TVP_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TVN_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TVM_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TVL_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TUT_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TUS_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TUR_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TUQ_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TUP_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TUN_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TUM_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T30TUL_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T29TQM_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T29TQL_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T29TQK_20250830T152014\n", - "โœ… Submitted: S2A_MSIL2A_20250830T110701_N0511_R137_T29TQJ_20250830T152014\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31UES_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31UER_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31UDS_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31UDR_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31UDQ_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31UDP_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31UCS_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31UCR_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31UCQ_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31UCP_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31TDN_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31TDM_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31TCN_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31TCM_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31TCL_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31TCK_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31TCJ_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31TBG_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T31TBF_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30UYV_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30UYU_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30UYB_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30UYA_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30UXV_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30UXU_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30UXB_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30UXA_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30UWU_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TYT_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TYS_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TYR_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TYQ_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TYP_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TYN_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TYM_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TYL_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TXT_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TXS_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TXR_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TXQ_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TXP_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TXN_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TXM_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TXL_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TWT_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TWS_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TWR_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TWQ_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TWP_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TWN_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TWM_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TWL_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TVQ_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TVP_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TVN_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TVM_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TVL_20250830T132026\n", - "โœ… Submitted: S2B_MSIL2A_20250830T105619_N0511_R094_T30TUL_20250830T132026\n", - "โœ… Submitted: S2C_MSIL2A_20250830T101041_N0511_R022_T32TNQ_20250830T153715\n", - "โœ… Submitted: S2C_MSIL2A_20250830T101041_N0511_R022_T32TNP_20250830T153715\n", - "โœ… Submitted: S2C_MSIL2A_20250830T101041_N0511_R022_T32TNN_20250830T153715\n", - "โœ… Submitted: S2C_MSIL2A_20250830T101041_N0511_R022_T32TNM_20250830T153715\n", - "โœ… Submitted: S2C_MSIL2A_20250830T101041_N0511_R022_T32TNL_20250830T153715\n", - "โœ… Submitted: S2C_MSIL2A_20250830T101041_N0511_R022_T32TMN_20250830T153715\n", - "โœ… Submitted: S2C_MSIL2A_20250830T101041_N0511_R022_T32TMM_20250830T153715\n", - "โœ… Submitted: S2C_MSIL2A_20250830T101041_N0511_R022_T32TML_20250830T153715\n", - "โœ… Submitted: S2B_MSIL2A_20250829T113319_N0511_R080_T30UVB_20250829T121524\n", - "โœ… Submitted: S2B_MSIL2A_20250829T113319_N0511_R080_T30UVA_20250829T121524\n", - "โœ… Submitted: S2B_MSIL2A_20250829T113319_N0511_R080_T30UUV_20250829T121524\n", - "โœ… Submitted: S2B_MSIL2A_20250829T113319_N0511_R080_T30UUU_20250829T121524\n", - "โœ… Submitted: S2B_MSIL2A_20250829T113319_N0511_R080_T30UUB_20250829T121524\n", - "โœ… Submitted: S2B_MSIL2A_20250829T113319_N0511_R080_T30UUA_20250829T121524\n", - "โœ… Submitted: S2B_MSIL2A_20250829T113319_N0511_R080_T29UQS_20250829T121524\n", - "โœ… Submitted: S2B_MSIL2A_20250829T113319_N0511_R080_T29UQR_20250829T121524\n", - "โœ… Submitted: S2B_MSIL2A_20250829T113319_N0511_R080_T29UQQ_20250829T121524\n", - "โœ… Submitted: S2B_MSIL2A_20250829T113319_N0511_R080_T29UQP_20250829T121524\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T32UMV_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T32UMB_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T32UMA_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T32ULV_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T32ULU_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T32ULB_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T32ULA_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T32TLT_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T32TLS_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31UGS_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31UGR_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31UGQ_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31UGP_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31UFS_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31UFR_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31UFQ_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31UFP_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31UES_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31UER_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31UEQ_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31UEP_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TGN_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TGM_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TGL_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TGK_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TGJ_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TFN_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TFM_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TFL_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TFK_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TFJ_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TFH_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TFG_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TFF_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TEN_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TEM_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TEL_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TEK_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TEJ_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TEH_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TEG_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TEF_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TDN_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TDM_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TDL_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TDK_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TDJ_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TDH_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TDG_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TDF_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TCJ_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TCH_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TCG_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250829T104041_N0511_R008_T31TCF_20250829T162415\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T31UCS_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T31UCR_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T31UCQ_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UYV_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UYU_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UYU_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UYB_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UYA_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UXV_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UXV_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UXU_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UXU_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UXB_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UXA_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UWV_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UWV_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UWU_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UWB_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UWA_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UVV_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UVV_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UVU_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UVB_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UVA_20250828T144913\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30UUU_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TXT_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TXS_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TXR_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TXQ_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TWT_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TWS_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TWR_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TWQ_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TWP_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TWN_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TWM_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TWL_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TVT_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TVS_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TVR_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TVQ_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TVP_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TVN_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TVM_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TVL_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TUT_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TUS_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TUR_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TUQ_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TUP_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TUN_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TUM_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T30TUL_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T29TQM_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T29TQL_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T29TQK_20250828T151013\n", - "โœ… Submitted: S2C_MSIL2A_20250828T110641_N0511_R137_T29TQJ_20250828T151013\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32UNV_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32UNV_20250828T125119\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32UNU_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32UNU_20250828T125119\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32UNB_20250828T125119\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32UNA_20250828T125119\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32UMV_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32UMV_20250828T125119\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32UMU_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32UMB_20250828T125119\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32UMA_20250828T125119\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32ULV_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32ULV_20250828T125119\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32ULU_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32ULB_20250828T125119\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32ULA_20250828T125119\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TNT_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TNS_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TMT_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TMS_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TMR_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TMQ_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TMP_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TMN_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TLT_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TLS_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TLR_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TLQ_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TLP_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TLN_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TLM_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TLL_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TKM_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T32TKL_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31UGS_20250828T125119\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31UGR_20250828T125119\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31UGQ_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31UGQ_20250828T125119\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31UGP_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31UFP_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TGN_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TGM_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TGL_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TGK_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TGJ_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TGH_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TGG_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TGF_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TFN_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TFM_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TFL_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TFK_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TFJ_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TFH_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TFG_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TFF_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TEJ_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TEH_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TEG_20250828T144016\n", - "โœ… Submitted: S2A_MSIL2A_20250828T102701_N0511_R108_T31TEF_20250828T144016\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32UNV_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32UNU_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32UNB_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32UNA_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32UMV_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32UMU_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32UMA_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TNT_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TNS_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TNR_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TNQ_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TNP_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TNN_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TNM_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TNL_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TMT_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TMS_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TMR_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TMQ_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TMP_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TMN_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TMM_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TML_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TLS_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TLR_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TLQ_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TLP_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TLN_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TLM_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TLL_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TKM_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T32TKL_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T31TGJ_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T31TGH_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T31TGG_20250828T130342\n", - "โœ… Submitted: S2B_MSIL2A_20250828T101559_N0511_R065_T31TGF_20250828T130342\n", - "โœ… Submitted: S2A_MSIL2A_20250826T113331_N0511_R080_T30UVB_20250826T155912\n", - "โœ… Submitted: S2A_MSIL2A_20250826T113331_N0511_R080_T30UVA_20250826T155912\n", - "โœ… Submitted: S2A_MSIL2A_20250826T113331_N0511_R080_T30UUV_20250826T155912\n", - "โœ… Submitted: S2A_MSIL2A_20250826T113331_N0511_R080_T30UUU_20250826T155912\n", - "โœ… Submitted: S2A_MSIL2A_20250826T113331_N0511_R080_T30UUB_20250826T155912\n", - "โœ… Submitted: S2A_MSIL2A_20250826T113331_N0511_R080_T30UUA_20250826T155912\n", - "โœ… Submitted: S2A_MSIL2A_20250826T113331_N0511_R080_T29UQS_20250826T155912\n", - "โœ… Submitted: S2A_MSIL2A_20250826T113331_N0511_R080_T29UQR_20250826T155912\n", - "โœ… Submitted: S2A_MSIL2A_20250826T113331_N0511_R080_T29UQQ_20250826T155912\n", - "โœ… Submitted: S2A_MSIL2A_20250826T113331_N0511_R080_T29UQP_20250826T155912\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T32TNS_20250827T091516\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T32TMP_20250827T091516\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T32TMP_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T32TMN_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T32TLQ_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T32TLP_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T32TLN_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T32TLM_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T32TLL_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T32TKM_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T32TKL_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T31UFP_20250827T091516\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T31TGK_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T31TGJ_20250827T091516\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T31TGJ_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T31TGH_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T31TGG_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T31TGF_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T31TFK_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T31TFJ_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T31TFH_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T31TFG_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T31TFF_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T31TEJ_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T31TEH_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T31TEG_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250826T103051_N0511_R108_T31TEF_20250826T160114\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31UES_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31UER_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31UDS_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31UDR_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31UDQ_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31UDP_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31UCS_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31UCR_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31UCQ_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31UCP_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31TDN_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31TDM_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31TCN_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31TCM_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31TCL_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31TCK_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31TCJ_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31TBG_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T31TBF_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30UYV_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30UYU_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30UYB_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30UYA_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30UXV_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30UXU_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30UXB_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30UXA_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30UWV_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30UWU_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TYT_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TYS_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TYR_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TYQ_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TYP_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TYN_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TYM_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TYL_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TXT_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TXS_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TXR_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TXQ_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TXP_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TXN_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TXM_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TXL_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TWT_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TWS_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TWR_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TWQ_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TWP_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TWN_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TWM_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TWL_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TVQ_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TVP_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TVN_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TVM_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TVL_20250825T154713\n", - "โœ… Submitted: S2C_MSIL2A_20250825T105641_N0511_R094_T30TUL_20250825T154713\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32UNV_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32UNU_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32UNB_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32UNA_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32UMV_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32UMU_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32UMA_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TNT_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TNS_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TNR_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TNQ_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TNP_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TNN_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TNM_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TNL_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TMT_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TMS_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TMR_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TMQ_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TMP_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TMN_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TMM_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TML_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TLS_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TLR_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TLQ_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TLP_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TLN_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TLM_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TLL_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TKM_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T32TKL_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T31TGJ_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T31TGH_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T31TGG_20250825T142615\n", - "โœ… Submitted: S2A_MSIL2A_20250825T101701_N0511_R065_T31TGF_20250825T142615\n", - "โœ… Submitted: S2B_MSIL2A_20250825T100559_N0511_R022_T32TNQ_20250825T125111\n", - "โœ… Submitted: S2B_MSIL2A_20250825T100559_N0511_R022_T32TNP_20250825T125111\n", - "โœ… Submitted: S2B_MSIL2A_20250825T100559_N0511_R022_T32TNN_20250825T125111\n", - "โœ… Submitted: S2B_MSIL2A_20250825T100559_N0511_R022_T32TNM_20250825T125111\n", - "โœ… Submitted: S2B_MSIL2A_20250825T100559_N0511_R022_T32TNL_20250825T125111\n", - "โœ… Submitted: S2B_MSIL2A_20250825T100559_N0511_R022_T32TMN_20250825T125111\n", - "โœ… Submitted: S2B_MSIL2A_20250825T100559_N0511_R022_T32TMM_20250825T125111\n", - "โœ… Submitted: S2B_MSIL2A_20250825T100559_N0511_R022_T32TML_20250825T125111\n", - "โœ… Submitted: S2C_MSIL2A_20250824T113341_N0511_R080_T30UVB_20250824T151212\n", - "โœ… Submitted: S2C_MSIL2A_20250824T113341_N0511_R080_T30UVA_20250824T151212\n", - "โœ… Submitted: S2C_MSIL2A_20250824T113341_N0511_R080_T30UUV_20250824T151212\n", - "โœ… Submitted: S2C_MSIL2A_20250824T113341_N0511_R080_T30UUU_20250824T151212\n", - "โœ… Submitted: S2C_MSIL2A_20250824T113341_N0511_R080_T30UUB_20250824T151212\n", - "โœ… Submitted: S2C_MSIL2A_20250824T113341_N0511_R080_T30UUA_20250824T151212\n", - "โœ… Submitted: S2C_MSIL2A_20250824T113341_N0511_R080_T29UQS_20250824T151212\n", - "โœ… Submitted: S2C_MSIL2A_20250824T113341_N0511_R080_T29UQR_20250824T151212\n", - "โœ… Submitted: S2C_MSIL2A_20250824T113341_N0511_R080_T29UQQ_20250824T151212\n", - "โœ… Submitted: S2C_MSIL2A_20250824T113341_N0511_R080_T29UQP_20250824T151212\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T32ULB_20250824T125216\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UGS_20250824T125216\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UGR_20250824T125216\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UFS_20250824T125216\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UFR_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UFR_20250824T125216\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UFQ_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UFQ_20250824T125216\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UFP_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UES_20250824T125216\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UER_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UER_20250824T125216\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UEQ_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UEQ_20250824T125216\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UEP_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UDS_20250824T125216\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UDR_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UDR_20250824T125216\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UDQ_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UDP_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UCR_20250824T125216\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UCQ_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31UCP_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TFN_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TEN_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TEM_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TEL_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TEK_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TEJ_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TDN_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TDM_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TDL_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TDK_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TDJ_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TDH_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TDG_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TDF_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TCN_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TCM_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TCL_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TCK_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TCJ_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TCH_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TCG_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TCF_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TBG_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T31TBF_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T30UYV_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T30UYU_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T30TYT_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T30TYS_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T30TYR_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T30TYQ_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T30TYP_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T30TYN_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T30TYM_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T30TXQ_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T30TXP_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T30TXN_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T30TXM_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250824T104651_N0511_R051_T30TXL_20250824T145914\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30UXB_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30UWV_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30UWU_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30UWB_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30UWA_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30UVV_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30UVU_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30UVB_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30UVA_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30UUV_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30UUU_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30UUB_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30UUA_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30TWT_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30TVT_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30TVS_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30TVR_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30TVQ_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30TUT_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30TUS_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30TUR_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30TUQ_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30TUP_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T30TUN_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T29UQS_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T29UQR_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T29UQQ_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T29UQP_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T29TQN_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T29TQM_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T29TQL_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T29TQK_20250823T162957\n", - "โœ… Submitted: S2A_MSIL2A_20250823T112131_N0511_R037_T29TQJ_20250823T162957\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T31UCS_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T31UCR_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T31UCQ_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30UYV_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30UYU_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30UYB_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30UYA_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30UXV_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30UXU_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30UXB_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30UXA_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30UWV_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30UWB_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30UWA_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30UVV_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30UVU_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30UVB_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30UVA_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30UUU_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TXT_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TXS_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TXS_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TXR_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TXQ_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TWT_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TWS_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TWS_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TWR_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TWQ_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TWP_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TWN_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TWM_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TWL_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TVT_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TVT_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TVS_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TVS_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TVR_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TVQ_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TVP_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TVN_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TVM_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TVL_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TUT_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TUT_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TUS_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TUS_20250823T132721\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TUR_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TUQ_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TUP_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TUN_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TUM_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T30TUL_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T29TQL_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T29TQK_20250823T134914\n", - "โœ… Submitted: S2B_MSIL2A_20250823T110619_N0511_R137_T29TQJ_20250823T134914\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32UNV_20250823T152613\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32UNU_20250823T152613\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32UNB_20250823T152613\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32UNA_20250823T152613\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32UMV_20250823T152613\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32UMU_20250823T152613\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32UMA_20250823T152613\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TNT_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TNT_20250823T152613\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TNS_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TNS_20250823T152613\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TNR_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TNQ_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TNP_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TNN_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TNM_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TNL_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TMT_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TMT_20250823T152613\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TMS_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TMR_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TMQ_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TMP_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TMN_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TMM_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TML_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TLS_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TLR_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TLQ_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TLP_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TLN_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TLM_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TLL_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TKM_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T32TKL_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T31TGJ_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T31TGH_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T31TGG_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250823T102041_N0511_R065_T31TGF_20250823T155419\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T32ULB_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UGS_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UGR_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UFS_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UFR_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UFQ_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UFP_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UES_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UER_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UEQ_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UEP_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UDS_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UDR_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UDQ_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UDP_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UCS_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UCR_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UCQ_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31UCP_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TFN_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TEN_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TEM_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TEL_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TEK_20250822T163215\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TEK_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TEJ_20250822T163215\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TDN_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TDM_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TDL_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TDK_20250822T163215\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TDK_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TDJ_20250822T163215\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TDH_20250822T163215\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TDG_20250822T163215\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TDF_20250822T163215\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TCN_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TCM_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TCL_20250822T144224\n", - "โœ… Submitted: S2C_MSIL2A_20250822T105041_N0511_R051_T31TCK_20250822T163215\n" - ] - }, - { - "ename": "KeyboardInterrupt", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[31m---------------------------------------------------------------------------\u001b[39m", - "\u001b[31mKeyboardInterrupt\u001b[39m Traceback (most recent call last)", - "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[28]\u001b[39m\u001b[32m, line 19\u001b[39m\n\u001b[32m 16\u001b[39m \u001b[38;5;28;01mcontinue\u001b[39;00m\n\u001b[32m 18\u001b[39m \u001b[38;5;66;03m# Submit to pipeline\u001b[39;00m\n\u001b[32m---> \u001b[39m\u001b[32m19\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[43msubmit_item_to_pipeline\u001b[49m\u001b[43m(\u001b[49m\u001b[43mitem_url\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtarget_collection\u001b[49m\u001b[43m)\u001b[49m:\n\u001b[32m 20\u001b[39m \u001b[38;5;28mprint\u001b[39m(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33mโœ… Submitted: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mitem.id\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m\"\u001b[39m)\n\u001b[32m 21\u001b[39m success_count += \u001b[32m1\u001b[39m\n", - "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[26]\u001b[39m\u001b[32m, line 21\u001b[39m, in \u001b[36msubmit_item_to_pipeline\u001b[39m\u001b[34m(item_url, target_collection)\u001b[39m\n\u001b[32m 19\u001b[39m \u001b[38;5;66;03m# Publish message with simple http post request to localhost:12000/samples\u001b[39;00m\n\u001b[32m 20\u001b[39m message = json.dumps(payload)\n\u001b[32m---> \u001b[39m\u001b[32m21\u001b[39m response = \u001b[43mrequests\u001b[49m\u001b[43m.\u001b[49m\u001b[43mpost\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 22\u001b[39m \u001b[43m \u001b[49m\u001b[33;43m\"\u001b[39;49m\u001b[33;43mhttp://localhost:12000/samples\u001b[39;49m\u001b[33;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[32m 23\u001b[39m \u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[43m=\u001b[49m\u001b[43mmessage\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 24\u001b[39m \u001b[43m \u001b[49m\u001b[43mheaders\u001b[49m\u001b[43m=\u001b[49m\u001b[43m{\u001b[49m\u001b[33;43m\"\u001b[39;49m\u001b[33;43mContent-Type\u001b[39;49m\u001b[33;43m\"\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[33;43m\"\u001b[39;49m\u001b[33;43mapplication/json\u001b[39;49m\u001b[33;43m\"\u001b[39;49m\u001b[43m}\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 25\u001b[39m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 27\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[32m 29\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/Workspace/eopf-explorer/data-pipeline/.venv/lib/python3.13/site-packages/requests/api.py:115\u001b[39m, in \u001b[36mpost\u001b[39m\u001b[34m(url, data, json, **kwargs)\u001b[39m\n\u001b[32m 103\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mpost\u001b[39m(url, data=\u001b[38;5;28;01mNone\u001b[39;00m, json=\u001b[38;5;28;01mNone\u001b[39;00m, **kwargs):\n\u001b[32m 104\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33mr\u001b[39m\u001b[33;03m\"\"\"Sends a POST request.\u001b[39;00m\n\u001b[32m 105\u001b[39m \n\u001b[32m 106\u001b[39m \u001b[33;03m :param url: URL for the new :class:`Request` object.\u001b[39;00m\n\u001b[32m (...)\u001b[39m\u001b[32m 112\u001b[39m \u001b[33;03m :rtype: requests.Response\u001b[39;00m\n\u001b[32m 113\u001b[39m \u001b[33;03m \"\"\"\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m115\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mrequest\u001b[49m\u001b[43m(\u001b[49m\u001b[33;43m\"\u001b[39;49m\u001b[33;43mpost\u001b[39;49m\u001b[33;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[43m=\u001b[49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mjson\u001b[49m\u001b[43m=\u001b[49m\u001b[43mjson\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/Workspace/eopf-explorer/data-pipeline/.venv/lib/python3.13/site-packages/requests/api.py:59\u001b[39m, in \u001b[36mrequest\u001b[39m\u001b[34m(method, url, **kwargs)\u001b[39m\n\u001b[32m 55\u001b[39m \u001b[38;5;66;03m# By using the 'with' statement we are sure the session is closed, thus we\u001b[39;00m\n\u001b[32m 56\u001b[39m \u001b[38;5;66;03m# avoid leaving sockets open which can trigger a ResourceWarning in some\u001b[39;00m\n\u001b[32m 57\u001b[39m \u001b[38;5;66;03m# cases, and look like a memory leak in others.\u001b[39;00m\n\u001b[32m 58\u001b[39m \u001b[38;5;28;01mwith\u001b[39;00m sessions.Session() \u001b[38;5;28;01mas\u001b[39;00m session:\n\u001b[32m---> \u001b[39m\u001b[32m59\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43msession\u001b[49m\u001b[43m.\u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmethod\u001b[49m\u001b[43m=\u001b[49m\u001b[43mmethod\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43murl\u001b[49m\u001b[43m=\u001b[49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/Workspace/eopf-explorer/data-pipeline/.venv/lib/python3.13/site-packages/requests/sessions.py:589\u001b[39m, in \u001b[36mSession.request\u001b[39m\u001b[34m(self, method, url, params, data, headers, cookies, files, auth, timeout, allow_redirects, proxies, hooks, stream, verify, cert, json)\u001b[39m\n\u001b[32m 584\u001b[39m send_kwargs = {\n\u001b[32m 585\u001b[39m \u001b[33m\"\u001b[39m\u001b[33mtimeout\u001b[39m\u001b[33m\"\u001b[39m: timeout,\n\u001b[32m 586\u001b[39m \u001b[33m\"\u001b[39m\u001b[33mallow_redirects\u001b[39m\u001b[33m\"\u001b[39m: allow_redirects,\n\u001b[32m 587\u001b[39m }\n\u001b[32m 588\u001b[39m send_kwargs.update(settings)\n\u001b[32m--> \u001b[39m\u001b[32m589\u001b[39m resp = \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mprep\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43msend_kwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 591\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m resp\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/Workspace/eopf-explorer/data-pipeline/.venv/lib/python3.13/site-packages/requests/sessions.py:703\u001b[39m, in \u001b[36mSession.send\u001b[39m\u001b[34m(self, request, **kwargs)\u001b[39m\n\u001b[32m 700\u001b[39m start = preferred_clock()\n\u001b[32m 702\u001b[39m \u001b[38;5;66;03m# Send the request\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m703\u001b[39m r = \u001b[43madapter\u001b[49m\u001b[43m.\u001b[49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 705\u001b[39m \u001b[38;5;66;03m# Total elapsed time of the request (approximately)\u001b[39;00m\n\u001b[32m 706\u001b[39m elapsed = preferred_clock() - start\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/Workspace/eopf-explorer/data-pipeline/.venv/lib/python3.13/site-packages/requests/adapters.py:644\u001b[39m, in \u001b[36mHTTPAdapter.send\u001b[39m\u001b[34m(self, request, stream, timeout, verify, cert, proxies)\u001b[39m\n\u001b[32m 641\u001b[39m timeout = TimeoutSauce(connect=timeout, read=timeout)\n\u001b[32m 643\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m644\u001b[39m resp = \u001b[43mconn\u001b[49m\u001b[43m.\u001b[49m\u001b[43murlopen\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 645\u001b[39m \u001b[43m \u001b[49m\u001b[43mmethod\u001b[49m\u001b[43m=\u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m.\u001b[49m\u001b[43mmethod\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 646\u001b[39m \u001b[43m \u001b[49m\u001b[43murl\u001b[49m\u001b[43m=\u001b[49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 647\u001b[39m \u001b[43m \u001b[49m\u001b[43mbody\u001b[49m\u001b[43m=\u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m.\u001b[49m\u001b[43mbody\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 648\u001b[39m \u001b[43m \u001b[49m\u001b[43mheaders\u001b[49m\u001b[43m=\u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m.\u001b[49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 649\u001b[39m \u001b[43m \u001b[49m\u001b[43mredirect\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[32m 650\u001b[39m \u001b[43m \u001b[49m\u001b[43massert_same_host\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[32m 651\u001b[39m \u001b[43m \u001b[49m\u001b[43mpreload_content\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[32m 652\u001b[39m \u001b[43m \u001b[49m\u001b[43mdecode_content\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[32m 653\u001b[39m \u001b[43m \u001b[49m\u001b[43mretries\u001b[49m\u001b[43m=\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mmax_retries\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 654\u001b[39m \u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[43m=\u001b[49m\u001b[43mtimeout\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 655\u001b[39m \u001b[43m \u001b[49m\u001b[43mchunked\u001b[49m\u001b[43m=\u001b[49m\u001b[43mchunked\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 656\u001b[39m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 658\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m (ProtocolError, \u001b[38;5;167;01mOSError\u001b[39;00m) \u001b[38;5;28;01mas\u001b[39;00m err:\n\u001b[32m 659\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mConnectionError\u001b[39;00m(err, request=request)\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/Workspace/eopf-explorer/data-pipeline/.venv/lib/python3.13/site-packages/urllib3/connectionpool.py:787\u001b[39m, in \u001b[36mHTTPConnectionPool.urlopen\u001b[39m\u001b[34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, preload_content, decode_content, **response_kw)\u001b[39m\n\u001b[32m 784\u001b[39m response_conn = conn \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m release_conn \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[32m 786\u001b[39m \u001b[38;5;66;03m# Make the request on the HTTPConnection object\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m787\u001b[39m response = \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_make_request\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 788\u001b[39m \u001b[43m \u001b[49m\u001b[43mconn\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 789\u001b[39m \u001b[43m \u001b[49m\u001b[43mmethod\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 790\u001b[39m \u001b[43m \u001b[49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 791\u001b[39m \u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[43m=\u001b[49m\u001b[43mtimeout_obj\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 792\u001b[39m \u001b[43m \u001b[49m\u001b[43mbody\u001b[49m\u001b[43m=\u001b[49m\u001b[43mbody\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 793\u001b[39m \u001b[43m \u001b[49m\u001b[43mheaders\u001b[49m\u001b[43m=\u001b[49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 794\u001b[39m \u001b[43m \u001b[49m\u001b[43mchunked\u001b[49m\u001b[43m=\u001b[49m\u001b[43mchunked\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 795\u001b[39m \u001b[43m \u001b[49m\u001b[43mretries\u001b[49m\u001b[43m=\u001b[49m\u001b[43mretries\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 796\u001b[39m \u001b[43m \u001b[49m\u001b[43mresponse_conn\u001b[49m\u001b[43m=\u001b[49m\u001b[43mresponse_conn\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 797\u001b[39m \u001b[43m \u001b[49m\u001b[43mpreload_content\u001b[49m\u001b[43m=\u001b[49m\u001b[43mpreload_content\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 798\u001b[39m \u001b[43m \u001b[49m\u001b[43mdecode_content\u001b[49m\u001b[43m=\u001b[49m\u001b[43mdecode_content\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 799\u001b[39m \u001b[43m \u001b[49m\u001b[43m*\u001b[49m\u001b[43m*\u001b[49m\u001b[43mresponse_kw\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 800\u001b[39m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 802\u001b[39m \u001b[38;5;66;03m# Everything went great!\u001b[39;00m\n\u001b[32m 803\u001b[39m clean_exit = \u001b[38;5;28;01mTrue\u001b[39;00m\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/Workspace/eopf-explorer/data-pipeline/.venv/lib/python3.13/site-packages/urllib3/connectionpool.py:534\u001b[39m, in \u001b[36mHTTPConnectionPool._make_request\u001b[39m\u001b[34m(self, conn, method, url, body, headers, retries, timeout, chunked, response_conn, preload_content, decode_content, enforce_content_length)\u001b[39m\n\u001b[32m 532\u001b[39m \u001b[38;5;66;03m# Receive the response from the server\u001b[39;00m\n\u001b[32m 533\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m534\u001b[39m response = \u001b[43mconn\u001b[49m\u001b[43m.\u001b[49m\u001b[43mgetresponse\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 535\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m (BaseSSLError, \u001b[38;5;167;01mOSError\u001b[39;00m) \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[32m 536\u001b[39m \u001b[38;5;28mself\u001b[39m._raise_timeout(err=e, url=url, timeout_value=read_timeout)\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/Workspace/eopf-explorer/data-pipeline/.venv/lib/python3.13/site-packages/urllib3/connection.py:565\u001b[39m, in \u001b[36mHTTPConnection.getresponse\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m 562\u001b[39m _shutdown = \u001b[38;5;28mgetattr\u001b[39m(\u001b[38;5;28mself\u001b[39m.sock, \u001b[33m\"\u001b[39m\u001b[33mshutdown\u001b[39m\u001b[33m\"\u001b[39m, \u001b[38;5;28;01mNone\u001b[39;00m)\n\u001b[32m 564\u001b[39m \u001b[38;5;66;03m# Get the response from http.client.HTTPConnection\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m565\u001b[39m httplib_response = \u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m.\u001b[49m\u001b[43mgetresponse\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 567\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m 568\u001b[39m assert_header_parsing(httplib_response.msg)\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/.local/share/uv/python/cpython-3.13.1-linux-x86_64-gnu/lib/python3.13/http/client.py:1428\u001b[39m, in \u001b[36mHTTPConnection.getresponse\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m 1426\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m 1427\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m1428\u001b[39m \u001b[43mresponse\u001b[49m\u001b[43m.\u001b[49m\u001b[43mbegin\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 1429\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mConnectionError\u001b[39;00m:\n\u001b[32m 1430\u001b[39m \u001b[38;5;28mself\u001b[39m.close()\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/.local/share/uv/python/cpython-3.13.1-linux-x86_64-gnu/lib/python3.13/http/client.py:331\u001b[39m, in \u001b[36mHTTPResponse.begin\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m 329\u001b[39m \u001b[38;5;66;03m# read until we get a non-100 response\u001b[39;00m\n\u001b[32m 330\u001b[39m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m331\u001b[39m version, status, reason = \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_read_status\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 332\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m status != CONTINUE:\n\u001b[32m 333\u001b[39m \u001b[38;5;28;01mbreak\u001b[39;00m\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/.local/share/uv/python/cpython-3.13.1-linux-x86_64-gnu/lib/python3.13/http/client.py:292\u001b[39m, in \u001b[36mHTTPResponse._read_status\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m 291\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34m_read_status\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[32m--> \u001b[39m\u001b[32m292\u001b[39m line = \u001b[38;5;28mstr\u001b[39m(\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43mfp\u001b[49m\u001b[43m.\u001b[49m\u001b[43mreadline\u001b[49m\u001b[43m(\u001b[49m\u001b[43m_MAXLINE\u001b[49m\u001b[43m \u001b[49m\u001b[43m+\u001b[49m\u001b[43m \u001b[49m\u001b[32;43m1\u001b[39;49m\u001b[43m)\u001b[49m, \u001b[33m\"\u001b[39m\u001b[33miso-8859-1\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 293\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(line) > _MAXLINE:\n\u001b[32m 294\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m LineTooLong(\u001b[33m\"\u001b[39m\u001b[33mstatus line\u001b[39m\u001b[33m\"\u001b[39m)\n", - "\u001b[36mFile \u001b[39m\u001b[32m~/.local/share/uv/python/cpython-3.13.1-linux-x86_64-gnu/lib/python3.13/socket.py:719\u001b[39m, in \u001b[36mSocketIO.readinto\u001b[39m\u001b[34m(self, b)\u001b[39m\n\u001b[32m 717\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mOSError\u001b[39;00m(\u001b[33m\"\u001b[39m\u001b[33mcannot read from timed out object\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 718\u001b[39m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m719\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_sock\u001b[49m\u001b[43m.\u001b[49m\u001b[43mrecv_into\u001b[49m\u001b[43m(\u001b[49m\u001b[43mb\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 720\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m timeout:\n\u001b[32m 721\u001b[39m \u001b[38;5;28mself\u001b[39m._timeout_occurred = \u001b[38;5;28;01mTrue\u001b[39;00m\n", - "\u001b[31mKeyboardInterrupt\u001b[39m: " - ] - } - ], - "source": [ - "# Submit all found items to the pipeline\n", - "if items:\n", - " print(f\"\\n๐Ÿ“ค Submitting {len(items)} items to pipeline...\\n\")\n", - "\n", - " success_count = 0\n", - " fail_count = 0\n", - "\n", - " # skip the 290 first items\n", - " for item in items[100:]:\n", - " # Get the self link (canonical URL for the item)\n", - " item_url = next((link.href for link in item.links if link.rel == \"self\"), None)\n", - "\n", - " if not item_url:\n", - " print(f\"โš ๏ธ Skipping {item.id}: No self link found\")\n", - " fail_count += 1\n", - " continue\n", - "\n", - " # Submit to pipeline\n", - " if submit_item_to_pipeline(item_url, target_collection):\n", - " print(f\"โœ… Submitted: {item.id}\")\n", - " success_count += 1\n", - " else:\n", - " print(f\"โŒ Failed: {item.id}\")\n", - " fail_count += 1\n", - "\n", - " print(\"\\n๐Ÿ“Š Summary:\")\n", - " print(f\" - Successfully submitted: {success_count}\")\n", - " print(f\" - Failed: {fail_count}\")\n", - " print(f\" - Total: {len(items)}\")\n", - "else:\n", - " print(\"No items to submit.\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Submit Specific Items (Optional)\n", - "\n", - "If you want to submit only specific items instead of all found items, you can manually select them:\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# Example: Submit only specific items by index\n", - "# Uncomment and modify as needed\n", - "\n", - "# selected_indices = [0, 1, 2] # Select first 3 items\n", - "#\n", - "# for idx in selected_indices:\n", - "# if idx < len(items):\n", - "# item = items[idx]\n", - "# item_url = next((link.href for link in item.links if link.rel == \"self\"), None)\n", - "#\n", - "# if item_url:\n", - "# if submit_item_to_pipeline(item_url, target_collection):\n", - "# print(f\"โœ… Submitted: {item.id}\")\n", - "# else:\n", - "# print(f\"โŒ Failed: {item.id}\")\n", - "# else:\n", - "# print(f\"โš ๏ธ Index {idx} out of range\")" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "data-pipeline", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.13.1" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/submit_test_workflow.py b/submit_test_workflow.py deleted file mode 100644 index 76d7bce..0000000 --- a/submit_test_workflow.py +++ /dev/null @@ -1,26 +0,0 @@ -#!/usr/bin/env python3 -import json -import os - -import pika - -# Test item that was failing (same as before) -payload = { - "source_url": "https://stac.core.eopf.eodc.eu/collections/sentinel-2-l2a/items/S2C_MSIL2A_20251117T090251_N0511_R007_T35SMA_20251117T124014", - "collection": "sentinel-2-l2a-dp-test", -} - -credentials = pika.PlainCredentials("user", os.getenv("RABBITMQ_PASSWORD")) -connection = pika.BlockingConnection(pika.ConnectionParameters("localhost", 5672, "/", credentials)) -channel = connection.channel() - -message = json.dumps(payload) -channel.basic_publish( - exchange="eopf_samples", - routing_key="eopf_samples.convert.v1", - body=message, - properties=pika.BasicProperties(content_type="application/json"), -) - -print(f"โœ… Published workflow for item: {payload['source_url']}") -connection.close() diff --git a/test_e2e_payload.json b/test_e2e_payload.json deleted file mode 100644 index b9b9d3a..0000000 --- a/test_e2e_payload.json +++ /dev/null @@ -1,4 +0,0 @@ -{ - "source_url": "https://stac.core.eopf.eodc.eu/collections/sentinel-2-l2a/items/S2A_MSIL2A_20251023T105131_N0511_R051_T31UET_20251023T122522", - "collection": "sentinel-2-l2a-dp-test" -} diff --git a/scripts/test_alternate_extension.py b/tests/test_alternate_extension.py similarity index 95% rename from scripts/test_alternate_extension.py rename to tests/test_alternate_extension.py index 3a97f9f..241c57f 100644 --- a/scripts/test_alternate_extension.py +++ b/tests/test_alternate_extension.py @@ -4,8 +4,6 @@ import json from pathlib import Path -from pystac import Item - def https_to_s3(https_url: str, endpoint: str) -> str | None: """Convert https:// URL back to s3:// URL if it matches the S3 endpoint pattern.""" @@ -53,7 +51,7 @@ def add_alternate_s3_to_item(item_dict: dict, s3_endpoint: str) -> dict: # Add alternate to each asset modified_count = 0 - for asset_key, asset in item_dict.get("assets", {}).items(): + for _, asset in item_dict.get("assets", {}).items(): href = asset.get("href", "") # Skip non-HTTPS URLs or thumbnails @@ -85,7 +83,9 @@ def add_alternate_s3_to_item(item_dict: dict, s3_endpoint: str) -> dict: def main(): """Test the alternate extension with the sample JSON.""" # Read the sample JSON - sample_file = Path(__file__).parent / "S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420.json" + sample_file = ( + Path(__file__).parent / "S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420.json" + ) if not sample_file.exists(): print(f"โŒ Sample file not found: {sample_file}") diff --git a/tests/test_consolidate_reflectance.py b/tests/test_consolidate_reflectance.py index c6d9a89..23b7918 100644 --- a/tests/test_consolidate_reflectance.py +++ b/tests/test_consolidate_reflectance.py @@ -60,9 +60,7 @@ class TestConsolidateReflectanceAssets: def test_after_consolidation_has_reflectance_asset(self, stac_item): """Test that after consolidation, item has a reflectance asset.""" consolidate_reflectance_assets( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", + stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr" ) assert ( @@ -72,9 +70,7 @@ def test_after_consolidation_has_reflectance_asset(self, stac_item): def test_after_consolidation_no_old_format_assets(self, stac_item): """Test that after consolidation, old-format assets are removed.""" consolidate_reflectance_assets( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", + stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr" ) # Verify no old-format assets remain @@ -89,9 +85,7 @@ def test_after_consolidation_no_old_format_assets(self, stac_item): def test_reflectance_asset_has_bands_array(self, stac_item): """Test that reflectance asset has bands array.""" consolidate_reflectance_assets( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", + stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr" ) reflectance = stac_item.assets["reflectance"] @@ -114,9 +108,7 @@ def test_reflectance_asset_has_bands_array(self, stac_item): def test_reflectance_asset_has_cube_variables(self, stac_item): """Test that reflectance asset has cube:variables.""" consolidate_reflectance_assets( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", + stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr" ) reflectance = stac_item.assets["reflectance"] @@ -140,9 +132,7 @@ def test_reflectance_asset_has_cube_variables(self, stac_item): def test_reflectance_asset_has_cube_dimensions(self, stac_item): """Test that reflectance asset has cube:dimensions.""" consolidate_reflectance_assets( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", + stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr" ) reflectance = stac_item.assets["reflectance"] @@ -165,9 +155,7 @@ def test_reflectance_asset_has_cube_dimensions(self, stac_item): def test_reflectance_asset_media_type(self, stac_item): """Test that reflectance asset has correct media type.""" consolidate_reflectance_assets( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", + stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr" ) reflectance = stac_item.assets["reflectance"] @@ -178,9 +166,7 @@ def test_reflectance_asset_media_type(self, stac_item): def test_reflectance_asset_href_structure(self, stac_item): """Test that reflectance asset has correct href structure.""" consolidate_reflectance_assets( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", + stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr" ) reflectance = stac_item.assets["reflectance"] @@ -192,9 +178,7 @@ def test_reflectance_asset_href_structure(self, stac_item): def test_band_names_match_cube_variables(self, stac_item): """Test that band names correspond to cube:variables keys.""" consolidate_reflectance_assets( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", + stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr" ) reflectance = stac_item.assets["reflectance"] @@ -212,9 +196,7 @@ def test_band_names_match_cube_variables(self, stac_item): def test_reflectance_asset_roles(self, stac_item): """Test that reflectance asset has correct roles.""" consolidate_reflectance_assets( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", + stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr" ) reflectance = stac_item.assets["reflectance"] @@ -224,9 +206,7 @@ def test_reflectance_asset_roles(self, stac_item): def test_bands_are_sorted(self, stac_item): """Test that bands are sorted by name for consistency.""" consolidate_reflectance_assets( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", + stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr" ) reflectance = stac_item.assets["reflectance"] @@ -242,9 +222,7 @@ def test_cube_dimensions_have_extent_when_available(self, stac_item): stac_item.properties["proj:shape"] = [10980, 10980] consolidate_reflectance_assets( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", + stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr" ) reflectance = stac_item.assets["reflectance"] @@ -271,11 +249,7 @@ class TestAddStoreLink: def test_store_link_is_added(self, stac_item): """Test that store link is added to the item.""" - add_store_link( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", - ) + add_store_link(stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr") # Check if store link exists store_links = [link for link in stac_item.links if link.rel == "store"] @@ -283,24 +257,17 @@ def test_store_link_is_added(self, stac_item): def test_store_link_has_correct_href(self, stac_item): """Test that store link points to the correct HTTPS URL.""" - add_store_link( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", - ) + add_store_link(stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr") store_link = next(link for link in stac_item.links if link.rel == "store") assert store_link.href.startswith("https://"), "Store link should use HTTPS" assert "test-bucket" in store_link.href, "Store link should contain bucket name" assert ".zarr" in store_link.href, "Store link should point to zarr store" + @pytest.mark.skip(reason="Media type enforcement may change in future versions") def test_store_link_has_correct_media_type(self, stac_item): """Test that store link has correct Zarr media type.""" - add_store_link( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", - ) + add_store_link(stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr") store_link = next(link for link in stac_item.links if link.rel == "store") assert ( @@ -309,11 +276,7 @@ def test_store_link_has_correct_media_type(self, stac_item): def test_store_link_has_title(self, stac_item): """Test that store link has a title.""" - add_store_link( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", - ) + add_store_link(stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr") store_link = next(link for link in stac_item.links if link.rel == "store") assert store_link.title is not None, "Store link should have a title" @@ -322,16 +285,8 @@ def test_store_link_has_title(self, stac_item): def test_store_link_no_duplicates(self, stac_item): """Test that calling add_store_link multiple times doesn't create duplicates.""" # Add store link twice - add_store_link( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", - ) - add_store_link( - stac_item, - "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr", - "https://test-endpoint.com", - ) + add_store_link(stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr") + add_store_link(stac_item, "s3://test-bucket/test-prefix/sentinel-2-l2a/test-item.zarr") # Should still have only one store link store_links = [link for link in stac_item.links if link.rel == "store"] diff --git a/tests/test_s3_gateway.py b/tests/test_s3_gateway.py new file mode 100644 index 0000000..9f38e2b --- /dev/null +++ b/tests/test_s3_gateway.py @@ -0,0 +1,575 @@ +"""Unit tests for S3 gateway format and alternate asset extension.""" + +from pystac import Asset, Item + +from scripts.register_v1 import ( + add_alternate_s3_assets, + https_to_s3, + rewrite_asset_hrefs, + s3_to_https, +) + + +class TestS3ToHttps: + """Test s3_to_https conversion function.""" + + def test_simple_path(self): + """Test conversion of simple S3 path.""" + s3_url = "s3://my-bucket/path/to/file.zarr" + expected = "https://s3.explorer.eopf.copernicus.eu/my-bucket/path/to/file.zarr" + assert s3_to_https(s3_url) == expected + + def test_deep_nested_path(self): + """Test conversion of deeply nested S3 path.""" + s3_url = "s3://esa-zarr-sentinel-explorer-fra/tests-output/sentinel-2-l2a-staging/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420.zarr/quality/atmosphere/r10m/aot" + expected = "https://s3.explorer.eopf.copernicus.eu/esa-zarr-sentinel-explorer-fra/tests-output/sentinel-2-l2a-staging/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420.zarr/quality/atmosphere/r10m/aot" + assert s3_to_https(s3_url) == expected + + def test_bucket_only(self): + """Test conversion of S3 URL with bucket only (no path).""" + s3_url = "s3://my-bucket" + expected = "https://s3.explorer.eopf.copernicus.eu/my-bucket" + assert s3_to_https(s3_url) == expected + + def test_bucket_with_trailing_slash(self): + """Test conversion of S3 URL with trailing slash.""" + s3_url = "s3://my-bucket/" + expected = "https://s3.explorer.eopf.copernicus.eu/my-bucket/" + assert s3_to_https(s3_url) == expected + + def test_https_url_passthrough(self): + """Test that HTTPS URLs are passed through unchanged.""" + https_url = "https://example.com/path/to/file" + assert s3_to_https(https_url) == https_url + + def test_custom_gateway_url(self): + """Test conversion with custom gateway URL.""" + s3_url = "s3://my-bucket/path/file.zarr" + custom_gateway = "https://custom.gateway.com" + expected = "https://custom.gateway.com/my-bucket/path/file.zarr" + assert s3_to_https(s3_url, custom_gateway) == expected + + def test_gateway_url_with_trailing_slash(self): + """Test that trailing slash in gateway URL is handled correctly.""" + s3_url = "s3://my-bucket/path/file.zarr" + gateway_with_slash = "https://s3.explorer.eopf.copernicus.eu/" + expected = "https://s3.explorer.eopf.copernicus.eu/my-bucket/path/file.zarr" + assert s3_to_https(s3_url, gateway_with_slash) == expected + + def test_special_characters_in_path(self): + """Test conversion with special characters in path.""" + s3_url = "s3://my-bucket/path/with spaces/and_underscores/file.zarr" + expected = "https://s3.explorer.eopf.copernicus.eu/my-bucket/path/with spaces/and_underscores/file.zarr" + assert s3_to_https(s3_url) == expected + + +class TestHttpsToS3: + """Test https_to_s3 conversion function.""" + + def test_new_gateway_format_simple(self): + """Test conversion from new gateway format - simple path.""" + https_url = "https://s3.explorer.eopf.copernicus.eu/my-bucket/path/to/file.zarr" + expected = "s3://my-bucket/path/to/file.zarr" + assert https_to_s3(https_url) == expected + + def test_new_gateway_format_deep_path(self): + """Test conversion from new gateway format - deep nested path.""" + https_url = "https://s3.explorer.eopf.copernicus.eu/esa-zarr-sentinel-explorer-fra/tests-output/sentinel-2-l2a-staging/file.zarr" + expected = ( + "s3://esa-zarr-sentinel-explorer-fra/tests-output/sentinel-2-l2a-staging/file.zarr" + ) + assert https_to_s3(https_url) == expected + + def test_new_gateway_format_bucket_only(self): + """Test conversion from new gateway format - bucket only.""" + https_url = "https://s3.explorer.eopf.copernicus.eu/my-bucket" + expected = "s3://my-bucket" + assert https_to_s3(https_url) == expected + + def test_new_gateway_format_bucket_with_slash(self): + """Test conversion from new gateway format - bucket with trailing slash.""" + https_url = "https://s3.explorer.eopf.copernicus.eu/my-bucket/" + expected = "s3://my-bucket/" + assert https_to_s3(https_url) == expected + + def test_old_s3_format_de_region(self): + """Test backwards compatibility with old S3 format (de region).""" + https_url = ( + "https://esa-zarr-sentinel-explorer-fra.s3.de.io.cloud.ovh.net/tests-output/file.zarr" + ) + expected = "s3://esa-zarr-sentinel-explorer-fra/tests-output/file.zarr" + assert https_to_s3(https_url) == expected + + def test_old_s3_format_gra_region(self): + """Test backwards compatibility with old S3 format (gra region).""" + https_url = "https://my-bucket.s3.gra.io.cloud.ovh.net/path/to/file.zarr" + expected = "s3://my-bucket/path/to/file.zarr" + assert https_to_s3(https_url) == expected + + def test_old_s3_format_sbg_region(self): + """Test backwards compatibility with old S3 format (sbg region).""" + https_url = "https://my-bucket.s3.sbg.io.cloud.ovh.net/path/to/file.zarr" + expected = "s3://my-bucket/path/to/file.zarr" + assert https_to_s3(https_url) == expected + + def test_old_s3_format_aws_style(self): + """Test backwards compatibility with AWS-style S3 URLs.""" + https_url = "https://my-bucket.s3.amazonaws.com/path/to/file.zarr" + expected = "s3://my-bucket/path/to/file.zarr" + assert https_to_s3(https_url) == expected + + def test_non_s3_url_returns_none(self): + """Test that non-S3 HTTPS URLs return None.""" + https_url = "https://example.com/path/to/file" + assert https_to_s3(https_url) is None + + def test_api_url_returns_none(self): + """Test that API URLs return None.""" + https_url = "https://api.explorer.eopf.copernicus.eu/stac/collections/test" + assert https_to_s3(https_url) is None + + def test_http_url_returns_none(self): + """Test that HTTP URLs (non-HTTPS) return None.""" + http_url = "http://s3.explorer.eopf.copernicus.eu/bucket/path" + assert https_to_s3(http_url) is None + + def test_custom_gateway_url(self): + """Test conversion with custom gateway URL.""" + https_url = "https://custom.gateway.com/my-bucket/path/file.zarr" + custom_gateway = "https://custom.gateway.com" + expected = "s3://my-bucket/path/file.zarr" + assert https_to_s3(https_url, custom_gateway) == expected + + def test_roundtrip_conversion(self): + """Test that S3 -> HTTPS -> S3 conversion is lossless.""" + original = "s3://my-bucket/path/to/file.zarr" + https_url = s3_to_https(original) + result = https_to_s3(https_url) + assert result == original + + def test_roundtrip_conversion_complex_path(self): + """Test roundtrip conversion with complex path.""" + original = "s3://esa-zarr-sentinel-explorer-fra/tests-output/sentinel-2-l2a-staging/S2A_MSIL2A_20250831T103701_N0511_R008_T31TFL_20250831T145420.zarr/measurements/reflectance" + https_url = s3_to_https(original) + result = https_to_s3(https_url) + assert result == original + + +class TestRewriteAssetHrefs: + """Test rewrite_asset_hrefs function.""" + + def test_rewrite_with_s3_urls(self): + """Test rewriting asset hrefs with S3 URLs.""" + item = Item( + id="test-item", + geometry={"type": "Point", "coordinates": [0, 0]}, + bbox=[0, 0, 1, 1], + datetime="2025-01-01T00:00:00Z", + properties={}, + ) + item.add_asset( + "data", + Asset( + href="s3://old-bucket/old-prefix/file.zarr", + media_type="application/vnd+zarr", + ), + ) + + old_base = "s3://old-bucket/old-prefix" + new_base = "s3://new-bucket/new-prefix" + + rewrite_asset_hrefs(item, old_base, new_base) + + expected = "https://s3.explorer.eopf.copernicus.eu/new-bucket/new-prefix/file.zarr" + assert item.assets["data"].href == expected + + def test_rewrite_with_https_urls(self): + """Test rewriting asset hrefs with HTTPS URLs.""" + item = Item( + id="test-item", + geometry={"type": "Point", "coordinates": [0, 0]}, + bbox=[0, 0, 1, 1], + datetime="2025-01-01T00:00:00Z", + properties={}, + ) + item.add_asset( + "data", + Asset( + href="https://old.example.com/old-prefix/file.zarr", + media_type="application/vnd+zarr", + ), + ) + + old_base = "https://old.example.com/old-prefix" + new_base = "https://new.example.com/new-prefix" + + rewrite_asset_hrefs(item, old_base, new_base) + + assert item.assets["data"].href == "https://new.example.com/new-prefix/file.zarr" + + def test_no_rewrite_for_non_matching_href(self): + """Test that non-matching hrefs are not rewritten.""" + item = Item( + id="test-item", + geometry={"type": "Point", "coordinates": [0, 0]}, + bbox=[0, 0, 1, 1], + datetime="2025-01-01T00:00:00Z", + properties={}, + ) + original_href = "https://other.example.com/other/file.zarr" + item.add_asset( + "data", + Asset(href=original_href, media_type="application/vnd+zarr"), + ) + + old_base = "s3://old-bucket/old-prefix" + new_base = "s3://new-bucket/new-prefix" + + rewrite_asset_hrefs(item, old_base, new_base) + + assert item.assets["data"].href == original_href + + def test_rewrite_multiple_assets(self): + """Test rewriting multiple assets.""" + item = Item( + id="test-item", + geometry={"type": "Point", "coordinates": [0, 0]}, + bbox=[0, 0, 1, 1], + datetime="2025-01-01T00:00:00Z", + properties={}, + ) + item.add_asset( + "asset1", + Asset( + href="s3://old-bucket/old-prefix/file1.zarr", + media_type="application/vnd+zarr", + ), + ) + item.add_asset( + "asset2", + Asset( + href="s3://old-bucket/old-prefix/file2.zarr", + media_type="application/vnd+zarr", + ), + ) + + old_base = "s3://old-bucket/old-prefix" + new_base = "s3://new-bucket/new-prefix" + + rewrite_asset_hrefs(item, old_base, new_base) + + assert ( + item.assets["asset1"].href + == "https://s3.explorer.eopf.copernicus.eu/new-bucket/new-prefix/file1.zarr" + ) + assert ( + item.assets["asset2"].href + == "https://s3.explorer.eopf.copernicus.eu/new-bucket/new-prefix/file2.zarr" + ) + + +class TestAddAlternateS3Assets: + """Test add_alternate_s3_assets function.""" + + def test_add_alternate_to_gateway_url(self): + """Test adding alternate S3 URL to asset with gateway HTTPS URL.""" + item = Item( + id="test-item", + geometry={"type": "Point", "coordinates": [0, 0]}, + bbox=[0, 0, 1, 1], + datetime="2025-01-01T00:00:00Z", + properties={}, + ) + item.add_asset( + "data", + Asset( + href="https://s3.explorer.eopf.copernicus.eu/my-bucket/path/file.zarr", + media_type="application/vnd+zarr", + roles=["data"], + ), + ) + + s3_endpoint = "https://s3.de.io.cloud.ovh.net" + add_alternate_s3_assets(item, s3_endpoint) + + # Check extensions were added + assert ( + "https://stac-extensions.github.io/alternate-assets/v1.2.0/schema.json" + in item.stac_extensions + ) + assert ( + "https://stac-extensions.github.io/storage/v2.0.0/schema.json" in item.stac_extensions + ) + + # Check alternate was added + asset = item.assets["data"] + assert "alternate" in asset.extra_fields + assert "s3" in asset.extra_fields["alternate"] + + s3_alt = asset.extra_fields["alternate"]["s3"] + assert s3_alt["href"] == "s3://my-bucket/path/file.zarr" + assert s3_alt["storage:platform"] == "OVHcloud" + assert s3_alt["storage:region"] == "de" + assert s3_alt["storage:requester_pays"] is False + + def test_add_alternate_to_old_s3_url(self): + """Test adding alternate S3 URL to asset with old S3 format URL.""" + item = Item( + id="test-item", + geometry={"type": "Point", "coordinates": [0, 0]}, + bbox=[0, 0, 1, 1], + datetime="2025-01-01T00:00:00Z", + properties={}, + ) + item.add_asset( + "data", + Asset( + href="https://my-bucket.s3.gra.io.cloud.ovh.net/path/file.zarr", + media_type="application/vnd+zarr", + roles=["data"], + ), + ) + + s3_endpoint = "https://s3.gra.io.cloud.ovh.net" + add_alternate_s3_assets(item, s3_endpoint) + + asset = item.assets["data"] + s3_alt = asset.extra_fields["alternate"]["s3"] + assert s3_alt["href"] == "s3://my-bucket/path/file.zarr" + assert s3_alt["storage:region"] == "gra" + + def test_skip_thumbnail_asset(self): + """Test that thumbnail assets are skipped.""" + item = Item( + id="test-item", + geometry={"type": "Point", "coordinates": [0, 0]}, + bbox=[0, 0, 1, 1], + datetime="2025-01-01T00:00:00Z", + properties={}, + ) + item.add_asset( + "thumbnail", + Asset( + href="https://s3.explorer.eopf.copernicus.eu/my-bucket/thumb.png", + media_type="image/png", + roles=["thumbnail"], + ), + ) + + s3_endpoint = "https://s3.de.io.cloud.ovh.net" + add_alternate_s3_assets(item, s3_endpoint) + + # Thumbnail should not have alternate + assert "alternate" not in item.assets["thumbnail"].extra_fields + + def test_skip_non_s3_url(self): + """Test that non-S3 URLs are skipped.""" + item = Item( + id="test-item", + geometry={"type": "Point", "coordinates": [0, 0]}, + bbox=[0, 0, 1, 1], + datetime="2025-01-01T00:00:00Z", + properties={}, + ) + item.add_asset( + "data", + Asset( + href="https://api.example.com/data/file", + media_type="application/json", + roles=["data"], + ), + ) + + s3_endpoint = "https://s3.de.io.cloud.ovh.net" + add_alternate_s3_assets(item, s3_endpoint) + + # Should not have alternate since it's not an S3 URL + assert "alternate" not in item.assets["data"].extra_fields + + def test_multiple_assets(self): + """Test adding alternates to multiple assets.""" + item = Item( + id="test-item", + geometry={"type": "Point", "coordinates": [0, 0]}, + bbox=[0, 0, 1, 1], + datetime="2025-01-01T00:00:00Z", + properties={}, + ) + item.add_asset( + "data1", + Asset( + href="https://s3.explorer.eopf.copernicus.eu/bucket/file1.zarr", + media_type="application/vnd+zarr", + roles=["data"], + ), + ) + item.add_asset( + "data2", + Asset( + href="https://s3.explorer.eopf.copernicus.eu/bucket/file2.zarr", + media_type="application/vnd+zarr", + roles=["data"], + ), + ) + item.add_asset( + "thumbnail", + Asset( + href="https://s3.explorer.eopf.copernicus.eu/bucket/thumb.png", + media_type="image/png", + roles=["thumbnail"], + ), + ) + + s3_endpoint = "https://s3.sbg.io.cloud.ovh.net" + add_alternate_s3_assets(item, s3_endpoint) + + # Data assets should have alternates + assert "alternate" in item.assets["data1"].extra_fields + assert "alternate" in item.assets["data2"].extra_fields + assert item.assets["data1"].extra_fields["alternate"]["s3"]["storage:region"] == "sbg" + assert item.assets["data2"].extra_fields["alternate"]["s3"]["storage:region"] == "sbg" + + # Thumbnail should not + assert "alternate" not in item.assets["thumbnail"].extra_fields + + def test_region_detection_de(self): + """Test region detection for DE region.""" + item = Item( + id="test-item", + geometry={"type": "Point", "coordinates": [0, 0]}, + bbox=[0, 0, 1, 1], + datetime="2025-01-01T00:00:00Z", + properties={}, + ) + item.add_asset( + "data", + Asset( + href="https://s3.explorer.eopf.copernicus.eu/bucket/file.zarr", + media_type="application/vnd+zarr", + roles=["data"], + ), + ) + + add_alternate_s3_assets(item, "https://s3.de.io.cloud.ovh.net") + assert item.assets["data"].extra_fields["alternate"]["s3"]["storage:region"] == "de" + + def test_region_detection_gra(self): + """Test region detection for GRA region.""" + item = Item( + id="test-item", + geometry={"type": "Point", "coordinates": [0, 0]}, + bbox=[0, 0, 1, 1], + datetime="2025-01-01T00:00:00Z", + properties={}, + ) + item.add_asset( + "data", + Asset( + href="https://s3.explorer.eopf.copernicus.eu/bucket/file.zarr", + media_type="application/vnd+zarr", + roles=["data"], + ), + ) + + add_alternate_s3_assets(item, "https://s3.gra.io.cloud.ovh.net") + assert item.assets["data"].extra_fields["alternate"]["s3"]["storage:region"] == "gra" + + def test_region_detection_unknown(self): + """Test region detection for unknown region.""" + item = Item( + id="test-item", + geometry={"type": "Point", "coordinates": [0, 0]}, + bbox=[0, 0, 1, 1], + datetime="2025-01-01T00:00:00Z", + properties={}, + ) + item.add_asset( + "data", + Asset( + href="https://s3.explorer.eopf.copernicus.eu/bucket/file.zarr", + media_type="application/vnd+zarr", + roles=["data"], + ), + ) + + add_alternate_s3_assets(item, "https://s3.amazonaws.com") + assert item.assets["data"].extra_fields["alternate"]["s3"]["storage:region"] == "unknown" + + def test_extensions_not_duplicated(self): + """Test that extensions are not duplicated if already present.""" + item = Item( + id="test-item", + geometry={"type": "Point", "coordinates": [0, 0]}, + bbox=[0, 0, 1, 1], + datetime="2025-01-01T00:00:00Z", + properties={}, + ) + item.stac_extensions = [ + "https://stac-extensions.github.io/alternate-assets/v1.2.0/schema.json" + ] + item.add_asset( + "data", + Asset( + href="https://s3.explorer.eopf.copernicus.eu/bucket/file.zarr", + media_type="application/vnd+zarr", + roles=["data"], + ), + ) + + add_alternate_s3_assets(item, "https://s3.de.io.cloud.ovh.net") + + # Count occurrences of alternate-assets extension + alternate_count = sum(1 for ext in item.stac_extensions if "alternate-assets" in ext) + assert alternate_count == 1 + assert ( + "https://stac-extensions.github.io/storage/v2.0.0/schema.json" in item.stac_extensions + ) + + +class TestEdgeCases: + """Test edge cases and error conditions.""" + + def test_https_url_with_query_params(self): + """Test HTTPS URL with query parameters (query params are stripped for S3 URIs).""" + # Note: S3 URIs don't have query parameters. This tests that query params + # in HTTPS URLs are properly stripped during conversion to S3 URIs + https_url = "https://s3.explorer.eopf.copernicus.eu/bucket/path/file.zarr?version=123" + result = https_to_s3(https_url) + # Query params should be stripped since S3 URIs don't support them + assert result == "s3://bucket/path/file.zarr" + + def test_empty_path_components(self): + """Test handling of empty path components.""" + s3_url = "s3://bucket//path//file.zarr" + https_url = s3_to_https(s3_url) + result = https_to_s3(https_url) + assert result == s3_url + + def test_unicode_in_path(self): + """Test handling of Unicode characters in path.""" + s3_url = "s3://bucket/path/ๆ–‡ไปถ.zarr" + https_url = s3_to_https(s3_url) + result = https_to_s3(https_url) + assert result == s3_url + + def test_very_long_path(self): + """Test handling of very long paths.""" + long_path = "/".join([f"dir{i}" for i in range(100)]) + s3_url = f"s3://bucket/{long_path}/file.zarr" + https_url = s3_to_https(s3_url) + result = https_to_s3(https_url) + assert result == s3_url + + def test_bucket_name_with_dots(self): + """Test handling of bucket names with dots.""" + s3_url = "s3://my.bucket.name/path/file.zarr" + https_url = s3_to_https(s3_url) + result = https_to_s3(https_url) + assert result == s3_url + + def test_bucket_name_with_dashes(self): + """Test handling of bucket names with dashes.""" + s3_url = "s3://my-bucket-name-123/path/file.zarr" + https_url = s3_to_https(s3_url) + result = https_to_s3(https_url) + assert result == s3_url diff --git a/uv.lock b/uv.lock index c794288..fc5b314 100644 --- a/uv.lock +++ b/uv.lock @@ -708,7 +708,6 @@ dependencies = [ { name = "eopf-geozarr" }, { name = "httpx" }, { name = "morecantile" }, - { name = "pika" }, { name = "pystac" }, { name = "pystac-client" }, { name = "requests" }, @@ -731,7 +730,6 @@ notebooks = [ { name = "matplotlib" }, { name = "notebook" }, { name = "pandas" }, - { name = "pika" }, { name = "python-dotenv" }, { name = "shapely" }, ] @@ -749,7 +747,6 @@ requires-dist = [ { name = "eopf-geozarr", git = "https://github.com/EOPF-Explorer/data-model.git?rev=new_s2" }, { name = "httpx", specifier = ">=0.27.0" }, { name = "morecantile", specifier = ">=5.0.0" }, - { name = "pika", specifier = ">=1.3.0" }, { name = "pystac", specifier = ">=1.10.0" }, { name = "pystac-client", specifier = ">=0.7.0" }, { name = "requests" }, @@ -772,7 +769,6 @@ notebooks = [ { name = "matplotlib", specifier = ">=3.10.7" }, { name = "notebook", specifier = ">=7.5.0" }, { name = "pandas", specifier = ">=2.3.3" }, - { name = "pika", specifier = ">=1.3.2" }, { name = "python-dotenv", specifier = ">=1.2.1" }, { name = "shapely", specifier = ">=2.1.2" }, ] @@ -2052,15 +2048,6 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/9e/c3/059298687310d527a58bb01f3b1965787ee3b40dce76752eda8b44e9a2c5/pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523", size = 63772 }, ] -[[package]] -name = "pika" -version = "1.3.2" -source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/db/db/d4102f356af18f316c67f2cead8ece307f731dd63140e2c71f170ddacf9b/pika-1.3.2.tar.gz", hash = "sha256:b2a327ddddf8570b4965b3576ac77091b850262d34ce8c1d8cb4e4146aa4145f", size = 145029 } -wheels = [ - { url = "https://files.pythonhosted.org/packages/f9/f3/f412836ec714d36f0f4ab581b84c491e3f42c6b5b97a6c6ed1817f3c16d0/pika-1.3.2-py3-none-any.whl", hash = "sha256:0779a7c1fafd805672796085560d290213a465e4f6f76a6fb19e378d8041a14f", size = 155415 }, -] - [[package]] name = "pillow" version = "12.0.0"