From 4173ca5ccd868ad5b81239926edf7d7348607a3b Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Mon, 14 Apr 2025 15:02:26 -0700 Subject: [PATCH 01/46] Convert existing register-job to cwltool executor repo --- .gitignore | 2 + aws-config | 2 + create_inputs.py | 50 ++++++++++++++++++++++ docker/Dockerfile | 24 +++++++++++ docker_stats/docker-stats-on-exit-shim | Bin 0 -> 3776776 bytes docker_stats/entrypoint-pge-with-stats.sh | 6 +++ dps_wrapper.py | 33 ++++++++++++++ dps_wrapper.sh | 37 ++++++++++++++++ environment.yaml | 3 ++ get_maap_pgt_token.py | 24 +++++++++++ get_param.py | 18 ++++++++ get_username.py | 8 ++++ pre_dps_wrapper.py | 12 ++++++ 13 files changed, 219 insertions(+) create mode 100644 .gitignore create mode 100644 aws-config create mode 100644 create_inputs.py create mode 100644 docker/Dockerfile create mode 100644 docker_stats/docker-stats-on-exit-shim create mode 100644 docker_stats/entrypoint-pge-with-stats.sh create mode 100644 dps_wrapper.py create mode 100644 dps_wrapper.sh create mode 100644 environment.yaml create mode 100644 get_maap_pgt_token.py create mode 100644 get_param.py create mode 100644 get_username.py create mode 100644 pre_dps_wrapper.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..a847f60 --- /dev/null +++ b/.gitignore @@ -0,0 +1,2 @@ + +/.idea/* diff --git a/aws-config b/aws-config new file mode 100644 index 0000000..0d2db3d --- /dev/null +++ b/aws-config @@ -0,0 +1,2 @@ +[default] +region=us-west-2 \ No newline at end of file diff --git a/create_inputs.py b/create_inputs.py new file mode 100644 index 0000000..463f885 --- /dev/null +++ b/create_inputs.py @@ -0,0 +1,50 @@ +#!/usr/bin/env python +import json +import yaml +import os + + +def get_inputs_from_context(): + """ + Parses the _context.json file and returns the user provided inputs + :return: a dictionary of cwl key and user provided value + """ + with open("_context.json", "r") as f: + try: + job_context = json.loads(f.read()) + except json.decoder.JSONDecodeError: + print("File is empty") + + # print(f"job_context: {json.dumps(job_context, indent=2)}") + workflow_inputs = dict() + job_params = job_context.get("job_specification").get("params") + + for param in job_params: + if param.get("destination") == "localize": + file_dir_name = param.get("value").split('/')[-1].strip() + print(file_dir_name) + file_dir_path = os.path.join(os.getcwd(), file_dir_name) + if os.path.isdir(file_dir_path): + workflow_inputs[param.get("name")] = {"class": "Directory", "path": file_dir_path} + elif os.path.isfile(file_dir_path): + workflow_inputs[param.get("name")] = {"class": "File", "path": file_dir_path} + else: + raise Exception("Path does not exists : {}".format(file_dir_path)) + + else: + workflow_inputs[param.get("name")] = str(param.get("value")) + return workflow_inputs + + +def create_input_yml(): + # Reading in job inputs + wfl_inps = get_inputs_from_context() + + # write out yaml + with open(r"inputs.yml", "w") as file: + yaml.dump(wfl_inps, file) + print(yaml.dump(wfl_inps)) + + +if __name__ == "__main__": + create_input_yml() diff --git a/docker/Dockerfile b/docker/Dockerfile new file mode 100644 index 0000000..ff10304 --- /dev/null +++ b/docker/Dockerfile @@ -0,0 +1,24 @@ +ARG BASE_IMAGE_NAME=python:3.12 +FROM ${BASE_IMAGE_NAME} + +# Switch user to root explicitly +USER root + +RUN mkdir /app && pip install cwltool==3.1.20250110105449 + +COPY dps_wrapper.py /app/dps_wrapper.py +COPY dps_wrapper.sh /app/dps_wrapper.sh +COPY create_inputs.py /app/create_inputs.py +COPY pre_dps_wrapper.py /app/pre_dps_wrapper.py +COPY get_param.py /app/get_param.py +COPY get_username.py /app/get_username.py +COPY aws-config /app/aws-config +COPY get_maap_pgt_token.py /app/get_maap_pgt_token.py + +# copy over docker stats shim utility +COPY docker_stats/docker-stats-on-exit-shim /docker-stats-on-exit-shim + +# copy over bash scripts for entrypoints +COPY docker_stats/entrypoint-pge-with-stats.sh 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z1D$X4-#l_iG<5Tbm|G!rlt|h7|B>+0GM`KM=Mw&NgmlHk0kkD?q@o}o^%P6(?^V!CK>wCEp^AAEs+eC0EaASd1_Wx9;caPR-j*ijS@|o!%c%XG z1_E`+@H?@>D+&bKiPaOySEBZ7BfEZsz|gn#&r0}N2|p!s{mIrp0q{cG5=r3M)Fe@| z*;H|US$|o52JjYMYSJ|SS6&)tF;KklQjzkYG;w}V+JDY3zzwCUVGW_2X{%;At zLAb!*9J2BD0>i?!kgosLE$2kum$&GP)gUBXqv=@5f&M|-& zW-yVlOY{FJV;A}g52=Jpc(L_stCVRdQXYLZiF&f@7xV-ExrDzZJ`D>|qMXqkA_7%(4L_uoIi2*1Be iuU#=IZm(`P5OsV#zmG0Ef8`(WRg(IbevkjR`u__9Y#Yb` literal 0 HcmV?d00001 diff --git a/docker_stats/entrypoint-pge-with-stats.sh b/docker_stats/entrypoint-pge-with-stats.sh new file mode 100644 index 0000000..813e01e --- /dev/null +++ b/docker_stats/entrypoint-pge-with-stats.sh @@ -0,0 +1,6 @@ +#!/bin/bash +# set HOME explicitly +export HOME=/root + +exec /docker-stats-on-exit-shim _docker_stats.json "$@" +echo "Finished running entrypoint-pge-with-stats." diff --git a/dps_wrapper.py b/dps_wrapper.py new file mode 100644 index 0000000..8dcc2eb --- /dev/null +++ b/dps_wrapper.py @@ -0,0 +1,33 @@ +import sys +import json +import os + + +def get_info_from_job(): + with open("_job.json") as fr: + job = json.loads(fr.read()) + username = job.get("username", "null") + job_type_info = str(job.get("type")).split(":") # example job-s1_orbit_crawler:release-20190313 + algo_name = job_type_info[0].replace("job-", "") + algo_version = job_type_info[1] + tag = job.get("tag", "null-tag") + return {"username": username, "algorithm_name": algo_name, "algorithm_version": algo_version, "tag": tag} + + +def generate_dataset_file(dataset_name): + datasets_file_name = "{}.dataset.json".format(dataset_name) + with open(os.path.join(dataset_name, datasets_file_name), 'w') as fw: + fw.write(json.dumps({"version": "v1.0"})) + + +def generate_met_file(dataset_name): + met_file_name = "{}.met.json".format(dataset_name) + with open(os.path.join(dataset_name, met_file_name), 'w') as fw: + fw.write(json.dumps(get_info_from_job())) + + +if __name__ == '__main__': + dataset_name = sys.argv[1] + generate_dataset_file(dataset_name) + generate_met_file(dataset_name) + diff --git a/dps_wrapper.sh b/dps_wrapper.sh new file mode 100644 index 0000000..153be79 --- /dev/null +++ b/dps_wrapper.sh @@ -0,0 +1,37 @@ +#!/bin/bash + +USERNAME=$(python /app/get_username.py) +source /maap-dps.env +export MAAP_API_HOST +export DPS_MACHINE_TOKEN +MAAP_PGT=$(python /app/get_maap_pgt_token.py) +export MAAP_PGT +unset DPS_MACHINE_TOKEN + +mkdir -p input + +# Create inputs.yml from hysds context for input to cwltool command +python /app/create_inputs.py +python /app/pre_dps_wrapper.py + +set -ex +CWL_FILE=$1 +cwltool --no-read-only --no-match-user --preserve-environment MAAP_PGT \ + --cidfile-dir $PWD --tmpdir-prefix $PWD --log-dir ${PWD} + ${CWL_FILE} inputs.yml || (cp _stderr.txt _alt_traceback.txt && exit 1) + +USER_OUTPUT_DIR="output" + +DIRNAME=$(date +"%Y-%m-%dT%H:%M:%S.%6N") +DATASET_NAME="output-$DIRNAME" + +if [ ! -d ${USER_OUTPUT_DIR} ]; then + mkdir -p ${USER_OUTPUT_DIR} +fi + +cp -v _std* ${USER_OUTPUT_DIR}/ + +mv ${USER_OUTPUT_DIR} ${DATASET_NAME} + +python /app/dps_wrapper.py ${DATASET_NAME} + diff --git a/environment.yaml b/environment.yaml new file mode 100644 index 0000000..8b53239 --- /dev/null +++ b/environment.yaml @@ -0,0 +1,3 @@ +dependencies: + - pyyaml + - cwltool==3.1.20250110105449 \ No newline at end of file diff --git a/get_maap_pgt_token.py b/get_maap_pgt_token.py new file mode 100644 index 0000000..28d3546 --- /dev/null +++ b/get_maap_pgt_token.py @@ -0,0 +1,24 @@ +import json +import os +import requests + + +def get_maap_pgt_token(username, maap_api_host=os.environ.get("MAAP_API_HOST")): + url = f"https://{maap_api_host}/api/members/{username}" + headers = {"dps-token": os.environ.get("DPS_MACHINE_TOKEN")} + response = requests.get(url, headers=headers) + maap_pgt_token = response.json()["session_key"] + return maap_pgt_token + + +if __name__ == '__main__': + with open("_job.json") as fr: + job = json.loads(fr.read()) + username = job.get("username") + if username: + try: + maap_pgt_token = get_maap_pgt_token(username) + print(maap_pgt_token) + except Exception as e: + print(f"Unable to get user MAAP_PGT token: {e}") + raise e diff --git a/get_param.py b/get_param.py new file mode 100644 index 0000000..cd5138a --- /dev/null +++ b/get_param.py @@ -0,0 +1,18 @@ +import json +import sys + +if __name__ == '__main__': + with open("_context.json") as f: + ctx = json.loads(f.read()) + field_name = sys.argv[1] + value = ctx.get(field_name) + if value is not None: + print(json.dumps(value)) if type(value) == dict else print(value) + else: + value = None + for params in ctx.get("job_specification").get("params"): + if params.get("name") == field_name: + value = params.get("value") + print(json.dumps(value)) if type(value) == dict else print(value) + if value is None: + raise Exception(f"Field {field_name} doesn't exist in context file.") diff --git a/get_username.py b/get_username.py new file mode 100644 index 0000000..74387d4 --- /dev/null +++ b/get_username.py @@ -0,0 +1,8 @@ +import sys +import json +import os + +if __name__ == '__main__': + with open("_job.json") as fr: + job = json.loads(fr.read()) + print(job.get("username", "null")) \ No newline at end of file diff --git a/pre_dps_wrapper.py b/pre_dps_wrapper.py new file mode 100644 index 0000000..f36c4b5 --- /dev/null +++ b/pre_dps_wrapper.py @@ -0,0 +1,12 @@ +import json +import shutil +import os + + +cwd = os.getcwd() +with open(os.path.join(cwd, "_context.json"), "r") as fr: + context = json.load(fr) + for url in context.get("localize_urls", []): + file = url.get("url") + file = os.path.basename(file) + shutil.move(os.path.join(cwd, file), os.path.join(cwd, "input", file)) From cf1ba5540109ee2a6c17f2f2ee7520f047cc46e3 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Mon, 14 Apr 2025 15:22:51 -0700 Subject: [PATCH 02/46] Add github workflow to build and push docker image --- .github/workflows/docker-build.yml | 65 ++++++++++++++++++++++++++++++ 1 file changed, 65 insertions(+) create mode 100644 .github/workflows/docker-build.yml diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml new file mode 100644 index 0000000..1ab6287 --- /dev/null +++ b/.github/workflows/docker-build.yml @@ -0,0 +1,65 @@ +name: Docker Image CI + +on: + push: + branches: [ "main", "develop" ] + tags: + - '**' + pull_request: + branches: [ "main", "develop" ] + +jobs: + + build_and_push: + + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v4 + - name: Set repo name and tag + id: vars + run: | + # Get repo name from full repo path + REPO_NAME=$(basename "$GITHUB_REPOSITORY") + + # Check if it's a tag push + if [[ "$GITHUB_REF" == refs/tags/* ]]; then + TAG_NAME=${GITHUB_REF#refs/tags/} + else + BRANCH_NAME=${GITHUB_REF#refs/heads/} + # Replace slashes/underscores with hyphens for Docker tag safety + TAG_NAME=$(echo "$BRANCH_NAME" | tr '/_' '--') + fi + + echo "repo=$REPO_NAME" >> "$GITHUB_OUTPUT" + echo "tag=$TAG_NAME" >> "$GITHUB_OUTPUT" + + - name: Log in to GitHub Container Registry + uses: docker/login-action@v2 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Log in to Private Registry + uses: docker/login-action@v2 + with: + registry: ${{ secrets.PRIVATE_REGISTRY_URL }} + username: ${{ secrets.PRIVATE_REGISTRY_USERNAME }} + password: ${{ secrets.PRIVATE_REGISTRY_PASSWORD }} + maap_registry_namespace: ${{ secrets.MAAP_REGISTRY_NAMESPACE }} + + - name: Build the Docker image + run: | + docker build . --file docker/Dockerfile \ + --tag ghcr.io/${{ github.repository_owner }}/${{ steps.vars.outputs.repo }}:${{ steps.vars.outputs.tag }} \ + --tag ${{ secrets.PRIVATE_REGISTRY_URL }}/${{ secrets.MAAP_REGISTRY_NAMESPACE }}/${{ steps.vars.outputs.repo }}:${{ steps.vars.outputs.tag }} + + - name: Push to GHCR + run: | + docker push ghcr.io/${{ github.repository_owner }}/${{ steps.vars.outputs.repo }}:${{ steps.vars.outputs.tag }} + + - name: Push to Private Registry + run: | + docker push your.private.registry.com/${{ steps.vars.outputs.repo }}:${{ steps.vars.outputs.tag }} + From 9781a9f801b0c9807e83e2aa3cf4a34de5668866 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Mon, 14 Apr 2025 15:26:38 -0700 Subject: [PATCH 03/46] Remove extra argument from docker login action --- .github/workflows/docker-build.yml | 1 - 1 file changed, 1 deletion(-) diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml index 1ab6287..b935c23 100644 --- a/.github/workflows/docker-build.yml +++ b/.github/workflows/docker-build.yml @@ -47,7 +47,6 @@ jobs: registry: ${{ secrets.PRIVATE_REGISTRY_URL }} username: ${{ secrets.PRIVATE_REGISTRY_USERNAME }} password: ${{ secrets.PRIVATE_REGISTRY_PASSWORD }} - maap_registry_namespace: ${{ secrets.MAAP_REGISTRY_NAMESPACE }} - name: Build the Docker image run: | From c299a0cf2499acb51f63e622877a6d1ff9c6d77f Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Mon, 14 Apr 2025 15:55:17 -0700 Subject: [PATCH 04/46] Lowercase repo name --- .github/workflows/docker-build.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml index b935c23..2b122d8 100644 --- a/.github/workflows/docker-build.yml +++ b/.github/workflows/docker-build.yml @@ -21,6 +21,7 @@ jobs: run: | # Get repo name from full repo path REPO_NAME=$(basename "$GITHUB_REPOSITORY") + REPO_NAME=${REPO_NAME,,} # Check if it's a tag push if [[ "$GITHUB_REF" == refs/tags/* ]]; then From 0f2234792ef414ae2e2115de348f401ed7ff25f6 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Mon, 14 Apr 2025 15:58:24 -0700 Subject: [PATCH 05/46] Lowercase namespace --- .github/workflows/docker-build.yml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml index 2b122d8..6a397b9 100644 --- a/.github/workflows/docker-build.yml +++ b/.github/workflows/docker-build.yml @@ -51,8 +51,10 @@ jobs: - name: Build the Docker image run: | + NAMESPACE=${{ github.repository_owner }} + NAMESPACE=${NAMESPACE,,} docker build . --file docker/Dockerfile \ - --tag ghcr.io/${{ github.repository_owner }}/${{ steps.vars.outputs.repo }}:${{ steps.vars.outputs.tag }} \ + --tag ghcr.io/${NAMESPACE}/${{ steps.vars.outputs.repo }}:${{ steps.vars.outputs.tag }} \ --tag ${{ secrets.PRIVATE_REGISTRY_URL }}/${{ secrets.MAAP_REGISTRY_NAMESPACE }}/${{ steps.vars.outputs.repo }}:${{ steps.vars.outputs.tag }} - name: Push to GHCR From 8c2d426f1bc87422ab8fc7040749306736757e79 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 15 Apr 2025 10:44:42 -0700 Subject: [PATCH 06/46] Lowercase namespace --- .github/workflows/docker-build.yml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml index 6a397b9..02bccae 100644 --- a/.github/workflows/docker-build.yml +++ b/.github/workflows/docker-build.yml @@ -59,7 +59,9 @@ jobs: - name: Push to GHCR run: | - docker push ghcr.io/${{ github.repository_owner }}/${{ steps.vars.outputs.repo }}:${{ steps.vars.outputs.tag }} + NAMESPACE=${{ github.repository_owner }} + NAMESPACE=${NAMESPACE,,} + docker push ghcr.io/${NAMESPACE}/${{ steps.vars.outputs.repo }}:${{ steps.vars.outputs.tag }} - name: Push to Private Registry run: | From 5c44418972d95eece52455e26f5bd5e684834263 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 15 Apr 2025 10:52:35 -0700 Subject: [PATCH 07/46] Import and use docker buildx action --- .github/workflows/docker-build.yml | 33 ++++++++++++++---------------- 1 file changed, 15 insertions(+), 18 deletions(-) diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml index 02bccae..327e327 100644 --- a/.github/workflows/docker-build.yml +++ b/.github/workflows/docker-build.yml @@ -31,7 +31,9 @@ jobs: # Replace slashes/underscores with hyphens for Docker tag safety TAG_NAME=$(echo "$BRANCH_NAME" | tr '/_' '--') fi - + NAMESPACE=${{ github.repository_owner }} + NAMESPACE=${NAMESPACE,,} + echo "namespace=$NAMESPACE" >> "$GITHUB_OUTPUT" echo "repo=$REPO_NAME" >> "$GITHUB_OUTPUT" echo "tag=$TAG_NAME" >> "$GITHUB_OUTPUT" @@ -49,21 +51,16 @@ jobs: username: ${{ secrets.PRIVATE_REGISTRY_USERNAME }} password: ${{ secrets.PRIVATE_REGISTRY_PASSWORD }} - - name: Build the Docker image - run: | - NAMESPACE=${{ github.repository_owner }} - NAMESPACE=${NAMESPACE,,} - docker build . --file docker/Dockerfile \ - --tag ghcr.io/${NAMESPACE}/${{ steps.vars.outputs.repo }}:${{ steps.vars.outputs.tag }} \ - --tag ${{ secrets.PRIVATE_REGISTRY_URL }}/${{ secrets.MAAP_REGISTRY_NAMESPACE }}/${{ steps.vars.outputs.repo }}:${{ steps.vars.outputs.tag }} - - - name: Push to GHCR - run: | - NAMESPACE=${{ github.repository_owner }} - NAMESPACE=${NAMESPACE,,} - docker push ghcr.io/${NAMESPACE}/${{ steps.vars.outputs.repo }}:${{ steps.vars.outputs.tag }} - - - name: Push to Private Registry - run: | - docker push your.private.registry.com/${{ steps.vars.outputs.repo }}:${{ steps.vars.outputs.tag }} + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v3 + - name: Build and push + uses: docker/build-push-action@v6 + with: + platforms: linux/amd64 + push: true + context: . + file: docker/Dockerfile + tags: | + ghcr.io/${{ steps.vars.outputs.namespace }}/${{ steps.vars.outputs.repo }}:${{ steps.vars.outputs.tag }} + ${{ secrets.PRIVATE_REGISTRY_URL }}/${{ secrets.MAAP_REGISTRY_NAMESPACE }}/${{ steps.vars.outputs.repo }}:${{ steps.vars.outputs.tag }} From f94865cd98723ffa7ab99b5314bdd920391ac7f3 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 15 Apr 2025 13:39:00 -0700 Subject: [PATCH 08/46] Install docker cli in cwl image --- docker/Dockerfile | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/docker/Dockerfile b/docker/Dockerfile index ff10304..2a5ba7b 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -3,6 +3,19 @@ FROM ${BASE_IMAGE_NAME} # Switch user to root explicitly USER root +# Install dependencies and Docker CLI +RUN apt-get update && \ + apt-get install -y \ + ca-certificates \ + curl \ + gnupg \ + lsb-release && \ + mkdir -p /etc/apt/keyrings && \ + curl -fsSL https://download.docker.com/linux/debian/gpg | gpg --dearmor -o /etc/apt/keyrings/docker.gpg && \ + echo "deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/debian $(lsb_release -cs) stable" > /etc/apt/sources.list.d/docker.list && \ + apt-get update && \ + apt-get install -y docker-ce-cli && \ + rm -rf /var/lib/apt/lists/* RUN mkdir /app && pip install cwltool==3.1.20250110105449 From 29dd4039d42d7b8058fe281ac3077a407a607f97 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 15 Apr 2025 14:00:47 -0700 Subject: [PATCH 09/46] Add workflow_dispatch trigger --- .github/workflows/docker-build.yml | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml index 327e327..4b3b67b 100644 --- a/.github/workflows/docker-build.yml +++ b/.github/workflows/docker-build.yml @@ -1,5 +1,4 @@ name: Docker Image CI - on: push: branches: [ "main", "develop" ] @@ -7,9 +6,14 @@ on: - '**' pull_request: branches: [ "main", "develop" ] + workflow_dispatch: + inputs: + tags: + description: 'Description of run' + required: false + type: boolean jobs: - build_and_push: runs-on: ubuntu-latest From 07ec8036acbf657a711fdde99a8fa27af1ec1f88 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Wed, 16 Apr 2025 17:23:19 -0700 Subject: [PATCH 10/46] Update Dockerfile to install PyYAML --- docker/Dockerfile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docker/Dockerfile b/docker/Dockerfile index 2a5ba7b..b314837 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -17,7 +17,7 @@ RUN apt-get update && \ apt-get install -y docker-ce-cli && \ rm -rf /var/lib/apt/lists/* -RUN mkdir /app && pip install cwltool==3.1.20250110105449 +RUN mkdir /app && pip install cwltool==3.1.20250110105449 PyYAML COPY dps_wrapper.py /app/dps_wrapper.py COPY dps_wrapper.sh /app/dps_wrapper.sh From 2cb1371fb59a4c0ee9e3bb10dba7a45f468667ff Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Wed, 16 Apr 2025 17:44:35 -0700 Subject: [PATCH 11/46] Install awscli and copy remote CWL file --- docker/Dockerfile | 2 +- dps_wrapper.sh | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/docker/Dockerfile b/docker/Dockerfile index b314837..8bfe923 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -17,7 +17,7 @@ RUN apt-get update && \ apt-get install -y docker-ce-cli && \ rm -rf /var/lib/apt/lists/* -RUN mkdir /app && pip install cwltool==3.1.20250110105449 PyYAML +RUN mkdir /app && pip install cwltool==3.1.20250110105449 PyYAML awscli COPY dps_wrapper.py /app/dps_wrapper.py COPY dps_wrapper.sh /app/dps_wrapper.sh diff --git a/dps_wrapper.sh b/dps_wrapper.sh index 153be79..8324818 100644 --- a/dps_wrapper.sh +++ b/dps_wrapper.sh @@ -16,6 +16,8 @@ python /app/pre_dps_wrapper.py set -ex CWL_FILE=$1 +aws s3 cp "$CWL_FILE" . +CWL_FILE=$(basename "$CWL_FILE") cwltool --no-read-only --no-match-user --preserve-environment MAAP_PGT \ --cidfile-dir $PWD --tmpdir-prefix $PWD --log-dir ${PWD} ${CWL_FILE} inputs.yml || (cp _stderr.txt _alt_traceback.txt && exit 1) From 163e5351e00a65c4c6d8f9fd4740e4861cfab502 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 29 Apr 2025 13:23:35 -0700 Subject: [PATCH 12/46] Add code to stage in assets from an item json file --- stage_in.py | 85 +++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 85 insertions(+) create mode 100644 stage_in.py diff --git a/stage_in.py b/stage_in.py new file mode 100644 index 0000000..39c6873 --- /dev/null +++ b/stage_in.py @@ -0,0 +1,85 @@ +import pystac +import os +import json # Import the json library +import argparse +import pathlib +from maap.maap import MAAP + +maap = MAAP() + + +def download_stac_item_assets_from_json(item_json_data, output_dir="local_stac_catalog"): + """ + Downloads all assets from a STAC item, given the item's JSON data, + and creates a local STAC catalog. + + Args: + item_json_data (dict): A dictionary containing the STAC item's JSON data. + output_dir (str, optional): Directory to save the downloaded assets + and the local STAC catalog. + Defaults to "local_stac_catalog". + """ + try: + # Load the item data from the provided JSON + item = pystac.Item.from_dict(item_json_data) + + # Create the output directory if it doesn't exist + os.makedirs(output_dir, exist_ok=True) + item_dir = os.path.join(output_dir, item.id) + os.makedirs(item_dir, exist_ok=True) + local_item = pystac.Item( + id=item.id, + geometry=item.geometry, + bbox=item.bbox, + datetime=item.datetime, + properties=item.properties, + ) + local_item.set_self_href(str(pathlib.Path(item_dir).resolve())) + + print(f"Downloading assets for item: {item.id}") + # Download each asset + for asset_key, asset in item.assets.items(): + href = asset.href + print(f" Downloading asset '{asset_key}': {os.path.basename(href)}") + try: + dest = maap.downloadGranule(online_access_url=href, destination_path=item_dir, overwrite=True) + print("Download complete") + local_asset = pystac.Asset(href=dest, media_type=asset.media_type) + local_item.add_asset(asset_key, local_asset) + except Exception as e: + print(f" Error downloading {asset_key}: {e}") + + # Create a simple local STAC catalog + catalog = pystac.Catalog(id="local-downloaded-catalog", + description="A local catalog containing downloaded STAC item assets.") + + catalog.add_item(local_item) + # Save the catalog + catalog_path = os.path.join(output_dir, "catalog.json") + catalog.normalize_hrefs(output_dir) + catalog.save(catalog_type=pystac.CatalogType.SELF_CONTAINED) + print(f"\nLocal STAC catalog created at: {catalog_path}") + + except Exception as e: + print(f"An error occurred: {e}") + + +def main(stac_item_filepath, output_dir="local_stac_catalog"): + """ + Loads item from json and creates a local STAC catalog. + :param stac_item_filepath: + :param output_dir: + :return: + """ + stac_item_data = json.load(open(stac_item_filepath)) + download_stac_item_assets_from_json(stac_item_data, output_dir=output_dir) + + +if __name__ == "__main__": + ap = argparse.ArgumentParser() + ap.add_argument("--stac-item-filepath", type=str, required=True, + help="The path to the STAC item JSON file") + ap.add_argument("--output-dir", type=str, default="local_stac_catalog", + help="The directory to save the local STAC catalog") + args = vars(ap.parse_args()) + main(stac_item_filepath=args["stac_item_filepath"], output_dir=args["output_dir"]) From 30d6663186e1a915628bace4974f35c57440ff4d Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 29 Apr 2025 13:24:11 -0700 Subject: [PATCH 13/46] Update create inputs to stage in assets and create workflow inputs --- create_inputs.py | 127 +++++++++++++++++++++++++++++++++++++++-------- dps_wrapper.sh | 3 +- environment.yaml | 4 +- 3 files changed, 111 insertions(+), 23 deletions(-) diff --git a/create_inputs.py b/create_inputs.py index 463f885..8b6cbec 100644 --- a/create_inputs.py +++ b/create_inputs.py @@ -1,7 +1,64 @@ -#!/usr/bin/env python import json +import pathlib + import yaml import os +import argparse +import sys +from cwl_utils.parser import load_document_by_uri +from cwl_utils.parser.cwl_v1_2 import CommandLineTool, CommandInputParameter +import urllib.parse +import stage_in + + +def get_id_from_uri(uri): + fragment = urllib.parse.urlparse(uri).fragment + return os.path.basename(fragment) + + +def parse_cwl_inputs(cwl_file_path) -> [CommandInputParameter]: + """ + Loads a CWL file, checks if it's a CommandLineTool, + and prints the IDs of its input parameters. + + Args: + cwl_file_path (str): The path or URI to the CWL file. + + Returns: + List of CommandInputParameter + """ + print(f"Attempting to parse CWL file: {cwl_file_path}") + try: + # Load the CWL document using the provided path/URI + # The 'file://' prefix is often needed for local files + uri = f"file://{cwl_file_path}" if not cwl_file_path.startswith("file://") else cwl_file_path + cwl_object = load_document_by_uri(uri) + + # Check if the loaded object is a CommandLineTool + if isinstance(cwl_object, CommandLineTool): + print("\nSuccessfully parsed CommandLineTool.") + print("Inputs required by this tool:") + + if not cwl_object.inputs: + print("- No inputs defined.") + return + + return cwl_object.inputs + + else: + # Handle cases where the file is a valid CWL document but not a CommandLineTool + print(f"\nError: The CWL document '{cwl_file_path}' is not a CommandLineTool.") + print(f"It is of type: {type(cwl_object).__name__}") + sys.exit(1) # Exit with an error code + + except FileNotFoundError: + print(f"\nError: The file '{cwl_file_path}' was not found.") + sys.exit(1) + except Exception as e: + # Catch any other unexpected errors during loading/parsing + print(f"\nAn unexpected error occurred:") + print(e) + sys.exit(1) def get_inputs_from_context(): @@ -18,33 +75,63 @@ def get_inputs_from_context(): # print(f"job_context: {json.dumps(job_context, indent=2)}") workflow_inputs = dict() job_params = job_context.get("job_specification").get("params") - for param in job_params: - if param.get("destination") == "localize": - file_dir_name = param.get("value").split('/')[-1].strip() - print(file_dir_name) - file_dir_path = os.path.join(os.getcwd(), file_dir_name) - if os.path.isdir(file_dir_path): - workflow_inputs[param.get("name")] = {"class": "Directory", "path": file_dir_path} - elif os.path.isfile(file_dir_path): - workflow_inputs[param.get("name")] = {"class": "File", "path": file_dir_path} - else: - raise Exception("Path does not exists : {}".format(file_dir_path)) + workflow_inputs[param.get("name")] = str(param.get("value")) + return workflow_inputs + +def map_inputs_from_context(job_inputs: dict, cwl_inputs: [CommandInputParameter]): + workflow_inputs = dict() + for input in cwl_inputs: + input_type = input.type_ + input_name = get_id_from_uri(input.id) + if input_type == "Directory": + print("Encountered STAC input, localizing assets.") + # STAC Item json is assumed to have been downloaded by hysds + stac_item_file = os.path.basename(job_inputs.get(input_name)) + stac_item_json = json.load(open(stac_item_file, "r")) + output_dir = str(pathlib.Path(input_name).resolve()) + stage_in.download_stac_item_assets_from_json(stac_item_json, output_dir) + workflow_inputs[input_name] = {"class": "Directory", "path": output_dir} + elif input_type == "File": + filepath = pathlib.Path(os.path.basename(job_inputs.get(input_name))) + workflow_inputs[input_name] = {"class": "File", "path": str(filepath.resolve())} else: - workflow_inputs[param.get("name")] = str(param.get("value")) + workflow_inputs[input_name] = job_inputs.get(input_name) return workflow_inputs -def create_input_yml(): - # Reading in job inputs - wfl_inps = get_inputs_from_context() - +def create_input_yml(workflow_inputs: dict): # write out yaml with open(r"inputs.yml", "w") as file: - yaml.dump(wfl_inps, file) - print(yaml.dump(wfl_inps)) + yaml.dump(workflow_inputs, file) + print(yaml.dump(workflow_inputs)) + + +def main(cwl_file_path): + """ + + :param cwl_file_path: + :return: + """ + cwl_inputs = parse_cwl_inputs(cwl_file_path) + job_inputs = get_inputs_from_context() + workflow_inputs = map_inputs_from_context(job_inputs, cwl_inputs) + create_input_yml(workflow_inputs) if __name__ == "__main__": - create_input_yml() + # Set up argument parser + parser = argparse.ArgumentParser( + description="Parse a CWL CommandLineTool file and list its inputs." + ) + parser.add_argument( + "cwl_file", + help="Path to the CWL CommandLineTool file (.cwl)." + ) + + # Parse the command-line arguments + args = parser.parse_args() + + # Call the main function with the provided file path + main(cwl_file_path=args.cwl_file) diff --git a/dps_wrapper.sh b/dps_wrapper.sh index 8324818..898767d 100644 --- a/dps_wrapper.sh +++ b/dps_wrapper.sh @@ -11,8 +11,7 @@ unset DPS_MACHINE_TOKEN mkdir -p input # Create inputs.yml from hysds context for input to cwltool command -python /app/create_inputs.py -python /app/pre_dps_wrapper.py +python -m /app/create_inputs set -ex CWL_FILE=$1 diff --git a/environment.yaml b/environment.yaml index 8b53239..a64cde4 100644 --- a/environment.yaml +++ b/environment.yaml @@ -1,3 +1,5 @@ dependencies: - pyyaml - - cwltool==3.1.20250110105449 \ No newline at end of file + - cwltool==3.1.20250110105449 + - cwl_utils==0.35 + - nodejs \ No newline at end of file From 2bf933e2bba8868d145bb2aa317d545df3ad5ca7 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 29 Apr 2025 14:06:11 -0700 Subject: [PATCH 14/46] Correctly create the URI for input file --- create_inputs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/create_inputs.py b/create_inputs.py index 8b6cbec..448d243 100644 --- a/create_inputs.py +++ b/create_inputs.py @@ -31,7 +31,7 @@ def parse_cwl_inputs(cwl_file_path) -> [CommandInputParameter]: try: # Load the CWL document using the provided path/URI # The 'file://' prefix is often needed for local files - uri = f"file://{cwl_file_path}" if not cwl_file_path.startswith("file://") else cwl_file_path + uri = str(pathlib.Path(cwl_file_path).resolve().as_uri()) if not cwl_file_path.startswith("file://") else cwl_file_path cwl_object = load_document_by_uri(uri) # Check if the loaded object is a CommandLineTool From e5dc73d4a8b879c9622ff174591e42deeb30d7d8 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 29 Apr 2025 14:06:31 -0700 Subject: [PATCH 15/46] Download the CWL file before creating inputs --- dps_wrapper.sh | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/dps_wrapper.sh b/dps_wrapper.sh index 898767d..fb3e258 100644 --- a/dps_wrapper.sh +++ b/dps_wrapper.sh @@ -9,14 +9,13 @@ export MAAP_PGT unset DPS_MACHINE_TOKEN mkdir -p input - -# Create inputs.yml from hysds context for input to cwltool command -python -m /app/create_inputs - set -ex CWL_FILE=$1 aws s3 cp "$CWL_FILE" . CWL_FILE=$(basename "$CWL_FILE") +# Create inputs.yml from hysds context for input to cwltool command +python -m /app/create_inputs $CWL_FILE + cwltool --no-read-only --no-match-user --preserve-environment MAAP_PGT \ --cidfile-dir $PWD --tmpdir-prefix $PWD --log-dir ${PWD} ${CWL_FILE} inputs.yml || (cp _stderr.txt _alt_traceback.txt && exit 1) From ff774a410e35c07902a14bdfa5f60ba07ae9d8e0 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 29 Apr 2025 14:06:53 -0700 Subject: [PATCH 16/46] COPY all files from context to /app --- docker/Dockerfile | 17 +++++++---------- 1 file changed, 7 insertions(+), 10 deletions(-) diff --git a/docker/Dockerfile b/docker/Dockerfile index 8bfe923..cb79446 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -17,16 +17,13 @@ RUN apt-get update && \ apt-get install -y docker-ce-cli && \ rm -rf /var/lib/apt/lists/* -RUN mkdir /app && pip install cwltool==3.1.20250110105449 PyYAML awscli - -COPY dps_wrapper.py /app/dps_wrapper.py -COPY dps_wrapper.sh /app/dps_wrapper.sh -COPY create_inputs.py /app/create_inputs.py -COPY pre_dps_wrapper.py /app/pre_dps_wrapper.py -COPY get_param.py /app/get_param.py -COPY get_username.py /app/get_username.py -COPY aws-config /app/aws-config -COPY get_maap_pgt_token.py /app/get_maap_pgt_token.py +RUN mkdir /app + +WORKDIR /app + +COPY . /app/ + +RUN pip install cwltool==3.1.20250110105449 PyYAML awscli cwl_utils==0.35 pystac maap-py # copy over docker stats shim utility COPY docker_stats/docker-stats-on-exit-shim /docker-stats-on-exit-shim From 90bc71837cf79dd9c7c528072dc3f29a218baa55 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 29 Apr 2025 18:50:02 -0700 Subject: [PATCH 17/46] Fix permissions --- docker/Dockerfile | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docker/Dockerfile b/docker/Dockerfile index cb79446..878957f 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -21,9 +21,9 @@ RUN mkdir /app WORKDIR /app -COPY . /app/ +COPY --chmod=775 . /app/ -RUN pip install cwltool==3.1.20250110105449 PyYAML awscli cwl_utils==0.35 pystac maap-py +RUN pip install cwltool==3.1.20250110105449 PyYAML awscli cwl_utils==0.35 pystac maap-py requests # copy over docker stats shim utility COPY docker_stats/docker-stats-on-exit-shim /docker-stats-on-exit-shim From 279f4bdf8cd04fa42caaacb639ebf050bcc2d328 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 29 Apr 2025 18:50:19 -0700 Subject: [PATCH 18/46] Load the item json from url dont depend on osaka --- create_inputs.py | 18 ++++++++++++++++-- 1 file changed, 16 insertions(+), 2 deletions(-) diff --git a/create_inputs.py b/create_inputs.py index 448d243..5a093d1 100644 --- a/create_inputs.py +++ b/create_inputs.py @@ -9,6 +9,7 @@ from cwl_utils.parser.cwl_v1_2 import CommandLineTool, CommandInputParameter import urllib.parse import stage_in +import requests def get_id_from_uri(uri): @@ -16,6 +17,19 @@ def get_id_from_uri(uri): return os.path.basename(fragment) +def load_json_from_uri(uri): + try: + response = requests.get(uri) + response.raise_for_status() # Raise error for bad status codes + return response.json() + except requests.exceptions.RequestException as e: + print(f"Request error: {e}") + return None + except ValueError as e: + print(f"Failed to parse JSON: {e}") + return None + + def parse_cwl_inputs(cwl_file_path) -> [CommandInputParameter]: """ Loads a CWL file, checks if it's a CommandLineTool, @@ -88,8 +102,8 @@ def map_inputs_from_context(job_inputs: dict, cwl_inputs: [CommandInputParameter if input_type == "Directory": print("Encountered STAC input, localizing assets.") # STAC Item json is assumed to have been downloaded by hysds - stac_item_file = os.path.basename(job_inputs.get(input_name)) - stac_item_json = json.load(open(stac_item_file, "r")) + # stac_item_file = os.path.basename(job_inputs.get(input_name)) + stac_item_json = load_json_from_uri(job_inputs.get(input_name)) output_dir = str(pathlib.Path(input_name).resolve()) stage_in.download_stac_item_assets_from_json(stac_item_json, output_dir) workflow_inputs[input_name] = {"class": "Directory", "path": output_dir} From a2158920411815680240ada7863ff109ab789f46 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 29 Apr 2025 18:50:36 -0700 Subject: [PATCH 19/46] Correctly call the create inputs function --- dps_wrapper.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dps_wrapper.sh b/dps_wrapper.sh index fb3e258..0a1ccc0 100644 --- a/dps_wrapper.sh +++ b/dps_wrapper.sh @@ -14,7 +14,7 @@ CWL_FILE=$1 aws s3 cp "$CWL_FILE" . CWL_FILE=$(basename "$CWL_FILE") # Create inputs.yml from hysds context for input to cwltool command -python -m /app/create_inputs $CWL_FILE +python /app/create_inputs.py $CWL_FILE cwltool --no-read-only --no-match-user --preserve-environment MAAP_PGT \ --cidfile-dir $PWD --tmpdir-prefix $PWD --log-dir ${PWD} From b0d8381a11f7d13d00a938ffb7262d653199e940 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 29 Apr 2025 22:16:19 -0700 Subject: [PATCH 20/46] Update typo in multi-line call --- dps_wrapper.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dps_wrapper.sh b/dps_wrapper.sh index 0a1ccc0..5fbf760 100644 --- a/dps_wrapper.sh +++ b/dps_wrapper.sh @@ -17,7 +17,7 @@ CWL_FILE=$(basename "$CWL_FILE") python /app/create_inputs.py $CWL_FILE cwltool --no-read-only --no-match-user --preserve-environment MAAP_PGT \ - --cidfile-dir $PWD --tmpdir-prefix $PWD --log-dir ${PWD} + --cidfile-dir $PWD --tmpdir-prefix $PWD --log-dir ${PWD} \ ${CWL_FILE} inputs.yml || (cp _stderr.txt _alt_traceback.txt && exit 1) USER_OUTPUT_DIR="output" From 039a773903d3977fcf7047ca558e95cdeb5da75a Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Wed, 30 Apr 2025 14:47:44 -0700 Subject: [PATCH 21/46] Use relative paths in asset href --- stage_in.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/stage_in.py b/stage_in.py index 39c6873..6f46274 100644 --- a/stage_in.py +++ b/stage_in.py @@ -44,7 +44,7 @@ def download_stac_item_assets_from_json(item_json_data, output_dir="local_stac_c try: dest = maap.downloadGranule(online_access_url=href, destination_path=item_dir, overwrite=True) print("Download complete") - local_asset = pystac.Asset(href=dest, media_type=asset.media_type) + local_asset = pystac.Asset(href=f"./{os.path.basename(dest)}", media_type=asset.media_type) local_item.add_asset(asset_key, local_asset) except Exception as e: print(f" Error downloading {asset_key}: {e}") From 68ed01636783096f8ab5d4b3b5bfcc154f0eaccd Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Mon, 5 May 2025 21:33:09 -0700 Subject: [PATCH 22/46] Correct asset download path --- stage_in.py | 17 +++++++++-------- 1 file changed, 9 insertions(+), 8 deletions(-) diff --git a/stage_in.py b/stage_in.py index 6f46274..811e81d 100644 --- a/stage_in.py +++ b/stage_in.py @@ -42,22 +42,23 @@ def download_stac_item_assets_from_json(item_json_data, output_dir="local_stac_c href = asset.href print(f" Downloading asset '{asset_key}': {os.path.basename(href)}") try: - dest = maap.downloadGranule(online_access_url=href, destination_path=item_dir, overwrite=True) + dest = maap.downloadGranule(online_access_url=href, destination_path=os.path.dirname(item_dir), + overwrite=True) print("Download complete") - local_asset = pystac.Asset(href=f"./{os.path.basename(dest)}", media_type=asset.media_type) + local_asset = pystac.Asset(href=f"{os.path.basename(dest)}", media_type=asset.media_type) local_item.add_asset(asset_key, local_asset) except Exception as e: print(f" Error downloading {asset_key}: {e}") - + local_item.make_asset_hrefs_relative() # Create a simple local STAC catalog + catalog_path = os.path.join(output_dir, "catalog.json") catalog = pystac.Catalog(id="local-downloaded-catalog", - description="A local catalog containing downloaded STAC item assets.") - + description="A local catalog containing downloaded STAC item assets.", + catalog_type=pystac.CatalogType.SELF_CONTAINED, + href=catalog_path) catalog.add_item(local_item) # Save the catalog - catalog_path = os.path.join(output_dir, "catalog.json") - catalog.normalize_hrefs(output_dir) - catalog.save(catalog_type=pystac.CatalogType.SELF_CONTAINED) + catalog.save() print(f"\nLocal STAC catalog created at: {catalog_path}") except Exception as e: From 645cd90510aabc21cf67df8ff15d42d41900667f Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Sun, 17 Aug 2025 14:03:50 -0700 Subject: [PATCH 23/46] Disable color on cwl output --- dps_wrapper.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dps_wrapper.sh b/dps_wrapper.sh index 5fbf760..7032409 100644 --- a/dps_wrapper.sh +++ b/dps_wrapper.sh @@ -16,7 +16,7 @@ CWL_FILE=$(basename "$CWL_FILE") # Create inputs.yml from hysds context for input to cwltool command python /app/create_inputs.py $CWL_FILE -cwltool --no-read-only --no-match-user --preserve-environment MAAP_PGT \ +cwltool --no-read-only --disable-color --no-match-user --preserve-environment MAAP_PGT \ --cidfile-dir $PWD --tmpdir-prefix $PWD --log-dir ${PWD} \ ${CWL_FILE} inputs.yml || (cp _stderr.txt _alt_traceback.txt && exit 1) From 2c7fef538bb5c905a04751aa78d0e33ff06d16a5 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Sun, 17 Aug 2025 14:04:13 -0700 Subject: [PATCH 24/46] Add new deps --- environment.yaml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/environment.yaml b/environment.yaml index a64cde4..352cd0a 100644 --- a/environment.yaml +++ b/environment.yaml @@ -2,4 +2,6 @@ dependencies: - pyyaml - cwltool==3.1.20250110105449 - cwl_utils==0.35 - - nodejs \ No newline at end of file + - nodejs + - pystac + - maap-py \ No newline at end of file From 14612f41e16ae1dd4c01ede6b3bfce279d746f51 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Fri, 5 Dec 2025 13:33:39 -0800 Subject: [PATCH 25/46] Preserve MAAP_API_HOST in cwltool command Added MAAP_API_HOST to cwltool command for environment preservation. --- dps_wrapper.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dps_wrapper.sh b/dps_wrapper.sh index 5fbf760..481b183 100644 --- a/dps_wrapper.sh +++ b/dps_wrapper.sh @@ -16,7 +16,7 @@ CWL_FILE=$(basename "$CWL_FILE") # Create inputs.yml from hysds context for input to cwltool command python /app/create_inputs.py $CWL_FILE -cwltool --no-read-only --no-match-user --preserve-environment MAAP_PGT \ +cwltool --no-read-only --no-match-user --preserve-environment MAAP_PGT --preserve-environment MAAP_API_HOST \ --cidfile-dir $PWD --tmpdir-prefix $PWD --log-dir ${PWD} \ ${CWL_FILE} inputs.yml || (cp _stderr.txt _alt_traceback.txt && exit 1) From 938f579c980655575ba5d85cd56ea181ec6234c3 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Thu, 29 Jan 2026 13:25:05 -0800 Subject: [PATCH 26/46] fix: correct CWL input type mapping for primitive types - Add parse_cwl_type() to extract base type and optional flag from CWL types - Add convert_value_to_cwl_type() for proper type conversion (int, bool, string) - Remove str() conversion in get_inputs_from_context() to preserve value types - Update map_inputs_from_context() to apply type conversion for primitive types - Filter None values in create_input_yml() to omit optional parameters with no value - Fix boolean representation ('False' -> false) and integer string conversion - Handle optional type representations from cwl_utils (lists, ? suffix) Fixes incorrect YAML output where booleans were strings and optional parameters with missing values were written as "None" instead of being omitted. Test with process.cwl now produces: no_stac_incremental: false stac_duplicate_policy: update verbose: false Instead of: month: None no_stac_incremental: 'False' stac_duplicate_policy: update verbose: 'False' year: None --- create_inputs.py | 103 ++++++++++++++++++++++++++++++++++++++++++++--- 1 file changed, 97 insertions(+), 6 deletions(-) diff --git a/create_inputs.py b/create_inputs.py index 5a093d1..764cff9 100644 --- a/create_inputs.py +++ b/create_inputs.py @@ -17,6 +17,80 @@ def get_id_from_uri(uri): return os.path.basename(fragment) +def parse_cwl_type(cwl_type): + """ + Parse CWL type definition and return base type and optional flag. + + The cwl_utils library may represent types as: + - Strings: "int", "boolean", "string", "File", "Directory" + - Lists for optional: ["null", "int"] or ["int", "null"] + - Type objects + + Args: + cwl_type: Type definition from cwl_utils + + Returns: + tuple: (base_type: str, is_optional: bool) + """ + # Handle list type (e.g., ["null", "int"]) + if isinstance(cwl_type, list): + # Filter out "null" to get the actual type + types = [t for t in cwl_type if t != "null"] + is_optional = len(cwl_type) != len(types) + base_type = types[0] if types else "null" + return (base_type, is_optional) + + # Handle string type + if isinstance(cwl_type, str): + # Check for optional suffix + if cwl_type.endswith("?"): + return (cwl_type[:-1], True) + else: + return (cwl_type, False) + + # Handle type objects by converting to string + return (str(cwl_type), False) + + +def convert_value_to_cwl_type(value, cwl_type_str): + """ + Convert a value to the appropriate Python type based on CWL type. + + Args: + value: The value to convert (from job context) + cwl_type_str: The CWL type string (e.g., "int?", "boolean", "string") + + Returns: + Properly typed value or None for omitted optional values + """ + base_type, is_optional = parse_cwl_type(cwl_type_str) + + # Handle None/null values for optional types + if value is None or value == "None" or value == "": + return None if is_optional else value + + # Convert to appropriate type + if base_type in ("int", "integer"): + try: + return int(value) + except (ValueError, TypeError): + return None if is_optional else value + + elif base_type in ("boolean", "bool"): + if isinstance(value, bool): + return value + if isinstance(value, str): + return value.lower() in ("true", "1", "yes") + return bool(value) + + elif base_type in ("string", "str"): + return str(value) + + else: + # For other types (File, Directory, etc.), pass through + return value + + def load_json_from_uri(uri): try: response = requests.get(uri) @@ -90,7 +164,8 @@ def get_inputs_from_context(): workflow_inputs = dict() job_params = job_context.get("job_specification").get("params") for param in job_params: - workflow_inputs[param.get("name")] = str(param.get("value")) + # Keep original value type (don't convert to string) + workflow_inputs[param.get("name")] = param.get("value") return workflow_inputs @@ -99,7 +174,9 @@ def map_inputs_from_context(job_inputs: dict, cwl_inputs: [CommandInputParameter for input in cwl_inputs: input_type = input.type_ input_name = get_id_from_uri(input.id) - if input_type == "Directory": + base_type, is_optional = parse_cwl_type(input_type) + + if base_type == "Directory": print("Encountered STAC input, localizing assets.") # STAC Item json is assumed to have been downloaded by hysds # stac_item_file = os.path.basename(job_inputs.get(input_name)) @@ -107,19 +184,33 @@ def map_inputs_from_context(job_inputs: dict, cwl_inputs: [CommandInputParameter output_dir = str(pathlib.Path(input_name).resolve()) stage_in.download_stac_item_assets_from_json(stac_item_json, output_dir) workflow_inputs[input_name] = {"class": "Directory", "path": output_dir} - elif input_type == "File": + elif base_type == "File": filepath = pathlib.Path(os.path.basename(job_inputs.get(input_name))) workflow_inputs[input_name] = {"class": "File", "path": str(filepath.resolve())} else: - workflow_inputs[input_name] = job_inputs.get(input_name) + # For primitive types (int, boolean, string, etc.) + raw_value = job_inputs.get(input_name) + converted_value = convert_value_to_cwl_type(raw_value, input_type) + + # Only include in output if value is not None + # (optional parameters with no value can be omitted) + if converted_value is not None: + workflow_inputs[input_name] = converted_value + elif not is_optional: + # Required parameters should be included even if None + workflow_inputs[input_name] = converted_value + return workflow_inputs def create_input_yml(workflow_inputs: dict): + # Filter out None values for optional parameters + filtered_inputs = {k: v for k, v in workflow_inputs.items() if v is not None} + # write out yaml with open(r"inputs.yml", "w") as file: - yaml.dump(workflow_inputs, file) - print(yaml.dump(workflow_inputs)) + yaml.dump(filtered_inputs, file, default_flow_style=False) + print(yaml.dump(filtered_inputs, default_flow_style=False)) def main(cwl_file_path): From 44b29fab92c74415285b889c1dc00bc7564820bb Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Thu, 29 Jan 2026 14:35:08 -0800 Subject: [PATCH 27/46] Use an optimized docker image --- docker/Dockerfile | 41 ++++++++++++++++++++--------------------- 1 file changed, 20 insertions(+), 21 deletions(-) diff --git a/docker/Dockerfile b/docker/Dockerfile index 878957f..3b41ce6 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -1,34 +1,33 @@ -ARG BASE_IMAGE_NAME=python:3.12 +ARG BASE_IMAGE_NAME=python:3.12-slim FROM ${BASE_IMAGE_NAME} -# Switch user to root explicitly USER root -# Install dependencies and Docker CLI + +# Install minimal OS deps + Docker CLI (static) RUN apt-get update && \ - apt-get install -y \ + apt-get install -y --no-install-recommends \ ca-certificates \ curl \ - gnupg \ - lsb-release && \ - mkdir -p /etc/apt/keyrings && \ - curl -fsSL https://download.docker.com/linux/debian/gpg | gpg --dearmor -o /etc/apt/keyrings/docker.gpg && \ - echo "deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/debian $(lsb_release -cs) stable" > /etc/apt/sources.list.d/docker.list && \ - apt-get update && \ - apt-get install -y docker-ce-cli && \ - rm -rf /var/lib/apt/lists/* - -RUN mkdir /app + gnupg && \ + rm -rf /var/lib/apt/lists/* && \ + curl -fsSL https://download.docker.com/linux/static/stable/$(uname -m)/docker-27.0.3.tgz \ + | tar -xz --strip-components=1 -C /usr/local/bin docker/docker WORKDIR /app -COPY --chmod=775 . /app/ - -RUN pip install cwltool==3.1.20250110105449 PyYAML awscli cwl_utils==0.35 pystac maap-py requests - -# copy over docker stats shim utility +# Install Python deps first (better caching) +RUN pip install --no-cache-dir \ + cwltool==3.1.20250110105449 \ + cwl_utils==0.35 \ + PyYAML \ + awscli \ + pystac \ + maap-py \ + requests + +# Copy only what you need COPY docker_stats/docker-stats-on-exit-shim /docker-stats-on-exit-shim - -# copy over bash scripts for entrypoints COPY docker_stats/entrypoint-pge-with-stats.sh /entrypoint-pge-with-stats.sh +COPY --chmod=775 . /app/ CMD ["/bin/bash"] From e301a4b5c457eefbbb2e7a1afeaf0273ea0f4c1e Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Thu, 29 Jan 2026 14:40:13 -0800 Subject: [PATCH 28/46] disable colored output --- dps_wrapper.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dps_wrapper.sh b/dps_wrapper.sh index 481b183..127a166 100644 --- a/dps_wrapper.sh +++ b/dps_wrapper.sh @@ -16,7 +16,7 @@ CWL_FILE=$(basename "$CWL_FILE") # Create inputs.yml from hysds context for input to cwltool command python /app/create_inputs.py $CWL_FILE -cwltool --no-read-only --no-match-user --preserve-environment MAAP_PGT --preserve-environment MAAP_API_HOST \ +cwltool --disable-color --no-read-only --no-match-user --preserve-environment MAAP_PGT --preserve-environment MAAP_API_HOST \ --cidfile-dir $PWD --tmpdir-prefix $PWD --log-dir ${PWD} \ ${CWL_FILE} inputs.yml || (cp _stderr.txt _alt_traceback.txt && exit 1) From c7507a93683fe4351a81a2c5daef22dfe374eb04 Mon Sep 17 00:00:00 2001 From: wphyojpl <38299756+wphyojpl@users.noreply.github.com> Date: Wed, 25 Feb 2026 16:21:18 -0600 Subject: [PATCH 29/46] feat: CWL stage out MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * feat(stac): add CWL output discovery and STAC catalog extraction Add CWL output discovery and STAC catalog extraction infrastructure for intelligent output handling and metadata management. Includes stage_out.py for discovering and validating CWL-defined outputs and hysds_metadata.py for centralizing HySDS metadata creation with STAC support. * feat(outputs): integrate multi-output handling with STAC metadata generation Integrate STAC generation into the execution pipeline with multi-output dataset creation and centralized metadata handling. Refactors dps_wrapper.sh to call stage_out.py for output discovery and process_outputs.py for dataset creation, replacing the previous single-output logic with intelligent multi-output handling that preserves STAC catalogs and generates proper HySDS metadata. * feat: update catalog object * chore: existing version * feat: update assets URLs * chore: refactor * feat: update method to match what we have * fix: update output * fix: version check downgraded to 1.0 * chore: refactor * chore: refactor - delete unused file * feat: add testcase * feat: refactor get_job_info + add write_metadata_files * fix: wrong indentation * refactor(hysds_metadata): simplify STAC catalog metadata structure Simplified STAC catalog metadata from comprehensive item inventory to basic catalog information (id, description, stac_version). This reduces metadata bloat while preserving essential catalog references. Added creation_timestamp parameter with ISO format generation to track dataset creation times consistently. * feat(process_outputs): add timestamp-based unique dataset IDs Implement microsecond-precision timestamp naming to prevent dataset ID collisions when multiple jobs run in parallel or the same algorithm is executed multiple times. Changes: - Add timestamp formatting (YYYY-MM-DDTHH:MM:SS.mmmmmm) to dataset names - Use symlinks instead of moving/copying data for efficiency - Symlinks save disk space and are instant to create - Each CWL output gets unique timestamp (via microsecond precision) Implementation details: - Format matches HySDS pattern: {output_name}-{timestamp} - Updated process_single_output() for fallback path - Updated process_single_output_with_metadata() for main path - Metadata files created in original directory, accessible via symlink Benefits: - Zero collisions: microsecond precision prevents any name conflicts - No disk duplication: symlinks use negligible space - Parallel safe: simultaneous jobs get different timestamps - STAC compatible: relative paths work through symlinks - Backward compatible: existing metadata and STAC systems continue to work Example: Before: outputs/ → HySDS dataset "outputs" After: outputs-2026-02-03T16:41:32.281209/ → symlink to outputs/ * refactor(hysds_metadata): organize STAC items by collection and defer directory creation Enhance STAC metadata handling in create_met_metadata() to group items by collection ID in the .met.json output, enabling better organization and discoverability of STAC catalog items. Move item directory creation from stage_out.py to process_outputs.py behind a --create-item-metadata flag to separate concerns and give callers control over this behavior. Changes: - hysds_metadata.py: Group items by collection, sort alphabetically, handle uncategorized items - stage_out.py: Remove unconditional os.makedirs() call for item directories - .gitignore: Add test/ directory to exclusions * fix(stage_out): deduplicate STAC items when referenced via multiple links When a STAC catalog contains both direct item links and child/collection links that reference the same items, the walk_stac_catalog_2 function was counting each item multiple times. This fix adds deduplication using a set to track seen item IDs, ensuring accurate item counts in HySDS metadata. - Items referenced via both direct and collection links are now counted once - Maintains correct counts for catalogs with legitimate multiple items - Adds logging for skipped duplicate items * refactor(stage_out): separate JSON output to stdout and logs to stderr Configure logging to write to stderr with INFO level, replacing all diagnostic print() statements with LOGGER calls. This ensures: - JSON output goes to stdout only (via print(json.dumps())) - All diagnostic/informational messages go to stderr - Scripts can cleanly separate structured output from logs Maintains backward compatibility for human-readable mode and allows shell integration like: python stage_out.py file.cwl --json-output > output.json 2> logs.txt --------- Co-authored-by: Sujen Shah --- .gitignore | 12 + CLAUDE.md | 181 ++++++ dps_wrapper.py | 52 +- dps_wrapper.sh | 18 +- hysds_metadata.py | 206 +++++++ process_outputs.py | 307 ++++++++++ stage_out.py | 552 ++++++++++++++++++ tests/__init__.py | 0 .../test_stage_out.cpython-312.pyc | Bin 0 -> 7858 bytes tests/test_stage_out.py | 232 ++++++++ 10 files changed, 1526 insertions(+), 34 deletions(-) create mode 100644 CLAUDE.md create mode 100644 hysds_metadata.py create mode 100644 process_outputs.py create mode 100644 stage_out.py create mode 100644 tests/__init__.py create mode 100644 tests/__pycache__/test_stage_out.cpython-312.pyc create mode 100644 tests/test_stage_out.py diff --git a/.gitignore b/.gitignore index a847f60..c26b00a 100644 --- a/.gitignore +++ b/.gitignore @@ -1,2 +1,14 @@ /.idea/* +.vscode +.claude/ +.DS_Store +node_modules/ +dist/ +.env +output/ +*.log +cardamom_era5* + +test/files/ +test/ diff --git a/CLAUDE.md b/CLAUDE.md new file mode 100644 index 0000000..15ad13a --- /dev/null +++ b/CLAUDE.md @@ -0,0 +1,181 @@ +# CLAUDE.md + +This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository. + +## Overview + +This repository contains a MAAP CWLTOOL EXECUTOR that executes OGC EO APP package jobs on the MAAP HySDS platform using cwltool. The system processes geospatial data through CWL (Common Workflow Language) workflows, particularly for Sentinel-1 data processing. + +## Core Architecture + +The system follows a job execution pipeline: + +1. **Job Context Processing** (`_context.json`) - Contains HySDS job parameters and specifications +2. **Input Generation** (`create_inputs.py`) - Converts job context to CWL-compatible inputs +3. **Asset Staging** (`stage_in.py`) - Downloads STAC assets using MAAP API +4. **CWL Execution** (`dps_wrapper.sh`) - Runs cwltool with generated inputs +5. **Output Stage-Out** (`stage_out.py`) - Discovers and processes CWL-defined outputs +6. **Dataset Creation** (`process_outputs.py`) - Processes CWL outputs and creates HySDS-compatible datasets + +### Key Components + +- **create_inputs.py**: Parses CWL files to understand required inputs, maps HySDS job parameters to CWL format, handles STAC item localization for Directory inputs +- **stage_in.py**: Downloads STAC item assets using maap-py library, creates local STAC catalogs with relative paths +- **dps_wrapper.sh**: Main execution script that sets up MAAP environment, downloads CWL files from S3, executes cwltool with proper parameters +- **stage_out.py**: Discovers actual output paths from CWL output definitions using glob patterns, validates and extracts metadata from STAC catalogs +- **hysds_metadata.py**: Centralizes HySDS metadata creation logic, handles both STAC and non-STAC outputs +- **process_outputs.py**: Processes multiple CWL outputs, creates timestamped HySDS datasets, and generates metadata files directly using hysds_metadata module + +## Dependencies + +Core dependencies are defined in `environment.yaml`: +- cwltool==3.1.20250110105449 (specific version for reproducibility) +- cwl_utils==0.35 (for CWL parsing) +- pystac (STAC catalog handling) +- maap-py (MAAP API integration) +- pyyaml, nodejs + +## Development Commands + +The system is primarily designed to run within Docker containers on the HySDS platform. For local development: + +```bash +# Build Docker image +docker build -t maap-cwltool-executor -f docker/Dockerfile . + +# Test input creation (requires _context.json) +python create_inputs.py + +# Test STAC asset staging +python stage_in.py --stac-item-filepath --output-dir + +# Test output stage-out (discovers CWL-defined outputs) +python stage_out.py +``` + +## Environment Setup + +The system requires MAAP environment variables: +- `MAAP_API_HOST` - MAAP API endpoint +- `DPS_MACHINE_TOKEN` - Authentication token +- `MAAP_PGT` - Proxy granting ticket (obtained dynamically) + +## CWL Input Types + +The system handles three CWL input types: +- **Directory**: Treated as STAC items, assets are downloaded and localized +- **File**: Files are referenced by basename, expected to be pre-staged +- **Primitive types**: Passed through as string values + +## Output Structure + +The system now uses CWL-defined outputs with intelligent discovery: + +### Stage-Out Process +1. **CWL Output Parsing**: Extracts output definitions from CWL file +2. **Pattern Resolution**: Uses `outputBinding.glob` patterns to find actual files/directories +3. **STAC Validation**: Identifies and validates Directory outputs as STAC catalogs +4. **Fallback Behavior**: Uses default `output` directory when CWL outputs not defined + +### Output Types Handled +- **File outputs**: Individual files specified by glob patterns +- **Directory outputs**: + - Regular directories copied as-is + - STAC catalogs validated using pystac library +- **Primitive outputs**: Stored in metadata + +### HySDS Dataset Structure + +#### Multiple CWL Outputs +The system now supports multiple CWL outputs, creating a separate HySDS dataset for each: + +``` +CWL with outputs: + collection1/ (Directory with catalog.json) + collection2/ (Directory with catalog.json) + +Creates datasets: + collection1-2025-12-16T11:30:00.123456/ + collection2-2025-12-16T11:30:00.123456/ +``` + +#### Single Dataset Structure +Final outputs follow HySDS dataset conventions: +- `/` directory containing discovered outputs +- `.dataset.json` with HySDS configuration +- `.met.json` with job execution and STAC catalog metadata +- Standard output/error logs copied to dataset directory +- STAC catalog files preserved unchanged (if present) + +#### STAC Catalog Integration + +When a CWL output Directory contains a STAC catalog (catalog.json), the system: +1. **Preserves STAC structure**: Catalog, collections, and items remain unchanged +2. **Enhances HySDS metadata**: `.met.json` contains complete STAC inventory +3. **Maintains STAC compliance**: pystac.read_file() still works on output catalogs +4. **Enables discovery**: Full item inventory in `.met.json` for search/indexing + +#### Metadata File Schemas + +**`.dataset.json`** (HySDS configuration): +```json +{ + "version": "v1.0", + "stac_enabled": true, // if STAC output + "stac_catalog_id": "...", // if STAC output + "stac_collections": [...], // if STAC output + "total_items": 7, // if STAC output + "output_type": "stac_catalog" // if STAC output +} +``` + +**`.met.json`** (Job metadata + optional STAC inventory): +```json +{ + "username": "...", + "algorithm_name": "...", + "algorithm_version": "...", + "tag": "...", + "stac_catalog": { // if STAC output + "id": "...", + "description": "...", + "stac_version": "1.1.0", + "collections": [ + { + "id": "...", + "item_count": 7, + "items": [ + { + "id": "item_001", + "collection": "...", + "datetime": "...", + "bbox": [...], + "assets": {...}, + "properties": {...} + }, + // ... all items included + ] + } + ] + } +} +``` + +### Stage-Out and Dataset Creation Flow + +1. **stage_out.py** (`--json-output`): + - Discovers all CWL outputs + - For each Directory output, extracts STAC metadata (if present) + - Returns JSON with output list and metadata + +2. **process_outputs.py**: + - Processes each output independently + - Creates timestamped dataset directory for each output + - Saves STAC metadata as reference file in dataset + - Reads job metadata from `_job.json` + - Creates `.dataset.json` and `.met.json` using hysds_metadata module directly + +3. **Result**: + - Multiple HySDS datasets (one per CWL output) + - Each dataset with appropriate HySDS metadata + - STAC catalogs preserved with complete item inventory in met.json \ No newline at end of file diff --git a/dps_wrapper.py b/dps_wrapper.py index 8dcc2eb..f59adda 100644 --- a/dps_wrapper.py +++ b/dps_wrapper.py @@ -1,33 +1,43 @@ import sys import json import os +import hysds_metadata -def get_info_from_job(): - with open("_job.json") as fr: - job = json.loads(fr.read()) - username = job.get("username", "null") - job_type_info = str(job.get("type")).split(":") # example job-s1_orbit_crawler:release-20190313 - algo_name = job_type_info[0].replace("job-", "") - algo_version = job_type_info[1] - tag = job.get("tag", "null-tag") - return {"username": username, "algorithm_name": algo_name, "algorithm_version": algo_version, "tag": tag} +def load_stac_metadata(dataset_dir): + """ + Load STAC metadata if available + Args: + dataset_dir: Path to the dataset directory -def generate_dataset_file(dataset_name): - datasets_file_name = "{}.dataset.json".format(dataset_name) - with open(os.path.join(dataset_name, datasets_file_name), 'w') as fw: - fw.write(json.dumps({"version": "v1.0"})) - - -def generate_met_file(dataset_name): - met_file_name = "{}.met.json".format(dataset_name) - with open(os.path.join(dataset_name, met_file_name), 'w') as fw: - fw.write(json.dumps(get_info_from_job())) + Returns: + STAC metadata dict or None if not available + """ + metadata_file = os.path.join(dataset_dir, ".stac_metadata.json") + if os.path.exists(metadata_file): + try: + with open(metadata_file) as f: + return json.load(f) + except Exception as e: + print(f"Warning: Could not load STAC metadata: {e}") + return None if __name__ == '__main__': dataset_name = sys.argv[1] - generate_dataset_file(dataset_name) - generate_met_file(dataset_name) + + # Get job metadata + job_info = hysds_metadata.get_job_info() + + # Try to load STAC metadata if available + stac_metadata = load_stac_metadata(dataset_name) + + # Create HySDS metadata files + hysds_metadata.write_metadata_files( + dataset_dir=dataset_name, + dataset_name=dataset_name, + stac_metadata=stac_metadata, + job_info=job_info + ) diff --git a/dps_wrapper.sh b/dps_wrapper.sh index 127a166..0c40bc3 100644 --- a/dps_wrapper.sh +++ b/dps_wrapper.sh @@ -20,18 +20,10 @@ cwltool --disable-color --no-read-only --no-match-user --preserve-environment MA --cidfile-dir $PWD --tmpdir-prefix $PWD --log-dir ${PWD} \ ${CWL_FILE} inputs.yml || (cp _stderr.txt _alt_traceback.txt && exit 1) -USER_OUTPUT_DIR="output" +# Stage out: discover all CWL outputs with metadata +echo "=== Starting Stage Out Process ===" +python /app/stage_out.py ${CWL_FILE} --json-output > /tmp/stage_out_result.json -DIRNAME=$(date +"%Y-%m-%dT%H:%M:%S.%6N") -DATASET_NAME="output-$DIRNAME" - -if [ ! -d ${USER_OUTPUT_DIR} ]; then - mkdir -p ${USER_OUTPUT_DIR} -fi - -cp -v _std* ${USER_OUTPUT_DIR}/ - -mv ${USER_OUTPUT_DIR} ${DATASET_NAME} - -python /app/dps_wrapper.py ${DATASET_NAME} +# Process outputs using Python to handle multiple outputs +python /app/process_outputs.py /tmp/stage_out_result.json diff --git a/hysds_metadata.py b/hysds_metadata.py new file mode 100644 index 0000000..ed4d8b3 --- /dev/null +++ b/hysds_metadata.py @@ -0,0 +1,206 @@ +""" +HySDS Metadata Creation Module + +This module handles creation of HySDS-compliant metadata files (.dataset.json and .met.json) +for both STAC catalog outputs and non-STAC directory outputs. +""" + +import json +import os +from typing import Dict, Any, Optional, Tuple + +def get_job_info(): + """Extract job information from _job.json""" + try: + with open("_job.json") as fr: + job = json.loads(fr.read()) + username = job.get("username", "null") + job_type_info = str(job.get("type")).split(":") # example job-s1_orbit_crawler:release-20190313 + algo_name = job_type_info[0].replace("job-", "") + algo_version = job_type_info[1] + tag = job.get("tag", "null-tag") + return {"username": username, "algorithm_name": algo_name, "algorithm_version": algo_version, "tag": tag} + except Exception as e: + print(f"Warning: Could not read _job.json: {e}") + return {"username": "unknown", "algorithm_name": "unknown", "algorithm_version": "unknown", "tag": "unknown"} + + +def create_dataset_metadata( + dataset_name: str, + job_info: Dict[str, Any], + stac_metadata: Optional[Dict[str, Any]] = None +) -> Dict[str, Any]: + """ + Create HySDS dataset.json metadata + + Args: + dataset_name: Name of the HySDS dataset + job_info: Job metadata (username, algorithm_name, version, tag) + stac_metadata: STAC catalog metadata (optional) + + Returns: + Dictionary for dataset.json file + """ + dataset_json = { + "version": "v1.0" + } + + # If STAC metadata present, add STAC-specific fields + if stac_metadata: + dataset_json["stac_enabled"] = True + dataset_json["stac_catalog_id"] = stac_metadata.get('catalog_id') + + # Extract collection IDs from items + collections = set() + for item in stac_metadata.get('items', []): + if item.get('collection'): + collections.add(item['collection']) + + dataset_json["stac_collections"] = list(collections) + dataset_json["total_items"] = stac_metadata.get('item_count', 0) + dataset_json["output_type"] = "stac_catalog" + + return dataset_json + + +def create_met_metadata( + dataset_name: str, + job_info: Dict[str, Any], + stac_metadata: Optional[Dict[str, Any]] = None, + creation_timestamp: Optional[str] = None +) -> Dict[str, Any]: + """ + Create HySDS met.json metadata + + Args: + dataset_name: Name of the HySDS dataset + job_info: Job metadata (username, algorithm_name, version, tag) + stac_metadata: STAC catalog metadata (optional), must contain: + - catalog_id: Catalog identifier + - description: Catalog description + - stac_version: STAC specification version + - items: List of STAC items with full metadata (id, collection, datetime, bbox, assets, properties) + creation_timestamp: ISO format timestamp (optional, generated if not provided) + + Returns: + Dictionary for met.json file. When stac_metadata is provided, includes: + - Basic job metadata (username, algorithm_name, algorithm_version, tag, creation_timestamp) + - stac_catalog: Catalog summary with collections array grouped by collection ID, + including complete item inventory for search and discovery + """ + from datetime import datetime + + # Generate timestamp if not provided + if not creation_timestamp: + creation_timestamp = datetime.utcnow().strftime('%Y-%m-%dT%H:%M:%S.%fZ') + + met_json = { + "username": job_info.get("username", "unknown"), + "algorithm_name": job_info.get("algorithm_name", "unknown"), + "algorithm_version": job_info.get("algorithm_version", "unknown"), + "tag": job_info.get("tag", "unknown"), + "creation_timestamp": creation_timestamp + } + + # If STAC metadata present, add STAC catalog metadata with items organized by collection + if stac_metadata: + # Extract items list + items = stac_metadata.get('items', []) + + # Group items by collection ID + collections_dict = {} + uncategorized_items = [] + + for item in items: + collection_id = item.get('collection') + + if collection_id is None or collection_id == '': + # Handle items without collection + uncategorized_items.append(item) + else: + # Group by collection ID + if collection_id not in collections_dict: + collections_dict[collection_id] = [] + collections_dict[collection_id].append(item) + + # Build collections array + collections = [] + + # Add regular collections (sorted alphabetically) + for collection_id in sorted(collections_dict.keys()): + collection_items = collections_dict[collection_id] + collections.append({ + "id": collection_id, + "item_count": len(collection_items), + "items": collection_items + }) + + # Add uncategorized collection at the end if present + if uncategorized_items: + collections.append({ + "id": "uncategorized", + "item_count": len(uncategorized_items), + "items": uncategorized_items + }) + + # Build STAC catalog summary with collections + stac_catalog_summary = { + "id": stac_metadata.get('catalog_id'), + "description": stac_metadata.get('description'), + "stac_version": stac_metadata.get('stac_version'), + "collections": collections + } + + met_json["stac_catalog"] = stac_catalog_summary + + return met_json + + +def write_metadata_files( + dataset_dir: str, + dataset_name: str, + stac_metadata: Optional[Dict[str, Any]], + job_info: Dict[str, Any], + creation_timestamp: Optional[str] = None +) -> None: + """ + Main function to write all HySDS metadata files + + Args: + dataset_dir: Path to the dataset directory + dataset_name: Name of the dataset (used for file naming) + stac_metadata: STAC metadata if available + job_info: Job metadata from _job.json + creation_timestamp: ISO format timestamp (optional, generated if not provided) + """ + try: + # Create dataset.json + dataset_json = create_dataset_metadata(dataset_name, job_info, stac_metadata) + dataset_json_path = os.path.join(dataset_dir, f"{dataset_name}.dataset.json") + + with open(dataset_json_path, 'w') as f: + json.dump(dataset_json, f, indent=2) + + print(f"Created: {dataset_json_path}") + + # Create met.json + met_json = create_met_metadata(dataset_name, job_info, stac_metadata, creation_timestamp) + met_json_path = os.path.join(dataset_dir, f"{dataset_name}.met.json") + + with open(met_json_path, 'w') as f: + json.dump(met_json, f, indent=2) + + print(f"Created: {met_json_path}") + + # Summary + print(f"\n=== HySDS Metadata Created ===") + print(f"Dataset: {dataset_name}") + print(f"Files created: 2 ({dataset_name}.dataset.json, {dataset_name}.met.json)") + + if stac_metadata: + print(f"STAC Catalog: {stac_metadata.get('catalog_id')}") + print(f"Total Items: {stac_metadata.get('item_count', 0)}") + + except Exception as e: + print(f"Error creating HySDS metadata: {e}") + raise diff --git a/process_outputs.py b/process_outputs.py new file mode 100644 index 0000000..2b99401 --- /dev/null +++ b/process_outputs.py @@ -0,0 +1,307 @@ +#!/usr/bin/env python +""" +Process CWL outputs and create HySDS datasets + +This script reads the output from stage_out.py and creates separate HySDS datasets +for each CWL output, handling both STAC and non-STAC outputs. +""" + +import sys +import json +import os +import shutil +import argparse +from datetime import datetime +import hysds_metadata + + +def create_per_item_metadata(dataset_dir, stac_metadata, job_info, creation_timestamp): + """ + Create HySDS metadata files for each STAC item + + Args: + dataset_dir: Path to the dataset directory (the catalog root) + stac_metadata: STAC metadata dict with items list + job_info: Job metadata from _job.json + creation_timestamp: ISO format timestamp string + """ + if not stac_metadata or 'items' not in stac_metadata: + return + + for item in stac_metadata['items']: + item_id = item['id'] + item_dir = os.path.join(dataset_dir, item_id) + + # Ensure item directory exists + os.makedirs(item_dir, exist_ok=True) + + # Create per-item .met.json (STAC data + job metadata + timestamp) + item_met = { + "username": job_info.get("username", "unknown"), + "algorithm_name": job_info.get("algorithm_name", "unknown"), + "algorithm_version": job_info.get("algorithm_version", "unknown"), + "tag": job_info.get("tag", "unknown"), + "creation_timestamp": creation_timestamp, + "stac_item": item + } + + met_path = os.path.join(item_dir, f"{item_id}.met.json") + with open(met_path, 'w') as f: + json.dump(item_met, f, indent=2) + + # Create per-item .dataset.json + item_dataset = { + "version": "v1.0", + "dataset_type": item.get("collection", "unknown-collection"), + "label": item.get("properties", {}).get("title", item_id) + } + + dataset_path = os.path.join(item_dir, f"{item_id}.dataset.json") + with open(dataset_path, 'w') as f: + json.dump(item_dataset, f, indent=2) + + print(f" Created per-item metadata: {item_id}") + + +def process_outputs(stage_out_result_file, create_item_metadata=False): + """ + Process all CWL outputs from stage_out.py + + Args: + stage_out_result_file: Path to JSON file from stage_out.py + create_item_metadata: Whether to create per-item metadata files (default: False) + """ + try: + # Read stage_out result + with open(stage_out_result_file) as f: + stage_out_result = json.load(f) + except Exception as e: + print(f"Error reading stage_out result: {e}") + return False + + outputs = stage_out_result.get('outputs', []) + primary_output = stage_out_result.get('primary_output') + + # If no outputs discovered, fall back to single-output behavior + if not outputs or not primary_output: + print("No outputs discovered, using fallback behavior") + return process_single_output(primary_output, create_item_metadata) + + print(f"\nProcessing {len(outputs)} CWL output(s)") + + # Build a set of directories already being processed + output_dirs = {os.path.abspath(output['output_dir']) for output in outputs if output.get('is_directory')} + + # Process each output as a separate dataset + created_datasets = [] + for output_info in outputs: + output_path = os.path.abspath(output_info.get('output_dir')) + + # Handle File outputs + if not output_info.get('is_directory'): + parent_dir = os.path.dirname(output_path) + + # If parent directory is not already being processed, create dataset for it + if parent_dir and parent_dir not in output_dirs: + print(f"File output detected, creating dataset for parent directory: {parent_dir}") + file_output_info = { + 'output_id': output_info.get('output_id'), + 'output_dir': parent_dir, + 'output_type': 'Directory', + 'is_directory': True + } + try: + dataset_name = process_single_output_with_metadata(file_output_info, create_item_metadata) + if dataset_name: + created_datasets.append(dataset_name) + except Exception as e: + print(f"Error processing parent directory for file output {output_info.get('output_id')}: {e}") + continue + + # Process Directory outputs + try: + dataset_name = process_single_output_with_metadata(output_info, create_item_metadata) + if dataset_name: + created_datasets.append(dataset_name) + except Exception as e: + print(f"Error processing output {output_info.get('output_id')}: {e}") + continue + + if created_datasets: + print(f"\n=== Created {len(created_datasets)} Dataset(s) ===") + for dataset_name in created_datasets: + print(f" - {dataset_name}") + return True + else: + print("No datasets created") + return False + + +def process_single_output(primary_output, create_item_metadata=False): + """ + Fallback: process single output directory (backward compatibility) + + Args: + primary_output: Path to output directory + create_item_metadata: Whether to create per-item metadata files (default: False) + """ + if not primary_output or not os.path.exists(primary_output): + print("No output directory found") + return False + + # Generate creation timestamp (ISO format with Z suffix) + creation_timestamp = datetime.utcnow().strftime('%Y-%m-%dT%H:%M:%S.%fZ') + + # Generate unique dataset name with timestamp + base_name = os.path.basename(primary_output) + # Remove Z suffix only (keep colons to match HySDS pattern: YYYY-MM-DDTHH:MM:SS.mmmmmm) + timestamp_safe = creation_timestamp.replace('Z', '') + dataset_name = f"{base_name}-{timestamp_safe}" + + # Create symlink to timestamped dataset directory + parent_dir = os.path.dirname(os.path.abspath(primary_output)) + new_dataset_dir = os.path.join(parent_dir, dataset_name) + original_output_dir = os.path.abspath(primary_output) + + try: + os.symlink(original_output_dir, new_dataset_dir) + primary_output = new_dataset_dir + print(f"Processing output directory: {primary_output}") + print(f" (symlink to: {original_output_dir})") + except Exception as e: + print(f"Error creating symlink: {e}") + return False + + print(f" Created: {creation_timestamp}") + + # Copy logs + copy_logs(primary_output) + + # Create HySDS metadata (without STAC) + create_hysds_metadata(primary_output, None, creation_timestamp) + + return True + + +def process_single_output_with_metadata(output_info, create_item_metadata=False): + """ + Process a single CWL output with optional STAC metadata + + Args: + output_info: Dictionary with output_id, output_dir, and optional stac_metadata + create_item_metadata: Whether to create per-item metadata files (default: False) + + Returns: + Dataset name if successful, None otherwise + """ + output_id = output_info.get('output_id') + output_dir = output_info.get('output_dir') + stac_metadata = output_info.get('stac_metadata') + + if not output_dir or not os.path.exists(output_dir): + print(f"Output directory not found: {output_dir}") + return None + + # Generate creation timestamp (ISO format with Z suffix) + creation_timestamp = datetime.utcnow().strftime('%Y-%m-%dT%H:%M:%S.%fZ') + + # Generate unique dataset name with timestamp + base_name = os.path.basename(output_dir) + # Remove Z suffix only (keep colons to match HySDS pattern: YYYY-MM-DDTHH:MM:SS.mmmmmm) + timestamp_safe = creation_timestamp.replace('Z', '') + dataset_name = f"{base_name}-{timestamp_safe}" + + # Create symlink to timestamped dataset directory + parent_dir = os.path.dirname(os.path.abspath(output_dir)) + new_dataset_dir = os.path.join(parent_dir, dataset_name) + original_output_dir = os.path.abspath(output_dir) + + try: + os.symlink(original_output_dir, new_dataset_dir) + output_dir = new_dataset_dir + print(f" Created symlink: {dataset_name}") + print(f" → {original_output_dir}") + except Exception as e: + print(f" Error creating symlink: {e}") + return None + + print(f"\nProcessing output: {output_id}") + print(f" Directory: {output_dir}") + print(f" Created: {creation_timestamp}") + + if stac_metadata: + print(f" STAC Catalog: {stac_metadata.get('catalog_id')}") + print(f" Items: {stac_metadata.get('item_count', 0)}") + + # Copy logs to output directory + copy_logs(output_dir) + + # Create HySDS metadata (per-output) with timestamp + create_hysds_metadata(output_dir, stac_metadata, creation_timestamp) + + # Create per-item metadata if STAC and flag is enabled + if stac_metadata and create_item_metadata: + job_info = hysds_metadata.get_job_info() + create_per_item_metadata(output_dir, stac_metadata, job_info, creation_timestamp) + + return dataset_name + + +def copy_logs(output_dir): + """ + Copy standard output/error logs to output directory + + Args: + output_dir: Path to output directory + """ + try: + log_files = ['_stdout.txt', '_stderr.txt'] + for log_file in log_files: + if os.path.exists(log_file): + dest_path = os.path.join(output_dir, log_file) + shutil.copy2(log_file, dest_path) + print(f" Copied: {log_file}") + except Exception as e: + print(f" Warning: Could not copy logs: {e}") + + +def create_hysds_metadata(dataset_dir, stac_metadata, creation_timestamp=None): + """ + Create HySDS metadata files + + Args: + dataset_dir: Path to dataset directory + stac_metadata: STAC metadata dict or None + creation_timestamp: ISO format timestamp (optional) + """ + try: + job_info = hysds_metadata.get_job_info() + hysds_metadata.write_metadata_files( + dataset_dir=dataset_dir, + dataset_name=os.path.basename(dataset_dir), + stac_metadata=stac_metadata, + job_info=job_info, + creation_timestamp=creation_timestamp + ) + except Exception as e: + print(f" Error creating HySDS metadata: {e}") + + +if __name__ == '__main__': + parser = argparse.ArgumentParser( + description='Process CWL outputs and create HySDS datasets' + ) + parser.add_argument( + 'stage_out_result_file', + help='Path to JSON file from stage_out.py' + ) + parser.add_argument( + '--create-item-metadata', + action='store_true', + default=False, + help='Create per-item metadata files for STAC items (default: False)' + ) + + args = parser.parse_args() + success = process_outputs(args.stage_out_result_file, args.create_item_metadata) + sys.exit(0 if success else 1) diff --git a/stage_out.py b/stage_out.py new file mode 100644 index 0000000..bffd3ec --- /dev/null +++ b/stage_out.py @@ -0,0 +1,552 @@ +import logging +import os +import sys +import json +import glob +import pathlib +import argparse +from typing import List, Dict, Any, Optional +from cwl_utils.parser import load_document_by_uri +from cwl_utils.parser.cwl_v1_2 import CommandLineTool, CommandOutputParameter +from pystac import Catalog, Item, Collection +import urllib.parse +import pystac + +# Configure logging to stderr +logging.basicConfig( + stream=sys.stderr, + level=logging.INFO, + format='%(levelname)s - %(message)s' +) + +LOGGER = logging.getLogger(__name__) + +# Flag to control output verbosity in JSON mode +_JSON_OUTPUT_MODE = False + + +def walk_stac_catalog_2(catalog_path: str) -> Dict[str, Any]: + # Initialize catalog_data dictionary + catalog_data = {} + + try: + catalog_dir = os.path.dirname(catalog_path) + # Read and parse the STAC catalog + with open(catalog_path, 'r') as f: + catalog_dict = json.loads(f.read()) + catalog = Catalog.from_dict(catalog_dict) + LOGGER.info(f"Successfully parsed STAC catalog: {catalog.id}") + + # Populate catalog metadata + catalog_data['id'] = catalog.id + catalog_data['description'] = catalog.description or '' + catalog_data['stac_object_type'] = catalog.STAC_OBJECT_TYPE + catalog_data['catalog_path'] = catalog_path + + # If this is a collection, extract extent and other metadata + if hasattr(catalog, 'extent'): + catalog_data['extent'] = { + 'spatial': {'bbox': catalog.extent.spatial.bboxes} if catalog.extent.spatial else {}, + 'temporal': {'interval': catalog.extent.temporal.intervals} if catalog.extent.temporal else {} + } + + if hasattr(catalog, 'keywords'): + catalog_data['keywords'] = catalog.keywords or [] + + if hasattr(catalog, 'license'): + catalog_data['license'] = catalog.license or '' + + # Validate STAC version is >= 1.1.0 + stac_version = catalog_dict.get('stac_version', '0.0.0') + if not stac_version: + raise ValueError("STAC catalog missing version information") + + # Parse version string to compare (e.g. "1.1.0" -> [1, 1, 0]) + try: + version_parts = [int(x) for x in stac_version.split('.')] + required_parts = [1, 0, 0] # Version 1.1.0 + + # Compare version parts + if version_parts < required_parts: + raise ValueError(f"STAC version {stac_version} is not supported. Required: >= 1.1.0") + + LOGGER.info(f"STAC version validation passed: {stac_version}") + + except ValueError as ve: + if "not supported" in str(ve): + raise ve + raise ValueError(f"Invalid STAC version format '{stac_version}'. Expected format: X.Y.Z") + + # Extract STAC Items from the catalog (including items from collections) + item_links = [] + + # Get all child links from catalog + all_links = [k for k in catalog.get_links() if k.rel in ['item', 'child', 'collection'] and not k.target.startswith('http')] + + LOGGER.info(f"Found {len(all_links)} total eligible links in catalog") + for each in all_links: + if os.path.isabs(each.target): + continue + each.target = os.path.join(catalog_dir, each.target) + debug = 1 + for link in all_links: + # Check if link exists locally + if not os.path.exists(link.target): + LOGGER.warning(f"Local link file not found: {link.target}") + continue + + # Handle different link types + if link.rel == 'item': + # Direct item link + item_links.append(link) + LOGGER.info(f"Found item link: {link.target}") + elif link.rel == 'child' or link.rel == 'collection': + # Collection link - read collection and extract items + try: + collection = Collection.from_file(link.target) + collection_item_links = list(collection.get_item_links()) + collection_folder = os.path.dirname(link.target) + temp_item_links = [k for k in collection.get_links() if k.rel in ['item'] and not k.target.startswith('http')] + for each in temp_item_links: + if os.path.isabs(each.target): + continue + each.target = os.path.join(collection_folder, each.target) + item_links.extend(temp_item_links) + LOGGER.info(f"Found collection '{collection.id}' with {len(collection_item_links)} items: {link.target}") + except Exception as e: + LOGGER.warning(f"Failed to process collection link '{link.target}': {str(e)}") + continue + else: + # Other link types - log and ignore + LOGGER.info(f"Ignoring link of type '{link.rel}': {link.target}") + + LOGGER.info(f"Total STAC Items to process: {len(item_links)}") + conversion_results = [] + items = [] # List to store item metadata for catalog_data + seen_item_ids = set() # Track seen item IDs to deduplicate + + # Process each STAC Item + for item_link in item_links: + try: + item = Item.from_file(item_link.target) + + LOGGER.info(f"Processing STAC Item: {item.id}") + + # Skip duplicate items (same item referenced via multiple links) + if item.id in seen_item_ids: + LOGGER.info(f"Skipping duplicate item: {item.id}") + continue + + seen_item_ids.add(item.id) + + # Build item metadata for catalog_data (before any modifications) + item_metadata = { + 'id': item.id, + 'collection': item.collection_id, + 'datetime': item.datetime.isoformat() if item.datetime else None, + 'bbox': item.bbox, + 'assets': {} + } + + # Extract asset info for catalog_data + for asset_name, asset in item.assets.items(): + item_metadata['assets'][asset_name] = { + 'href': asset.href, + 'type': asset.media_type + } + + # Extract key properties + item_metadata['properties'] = item.properties or {} + + # Add to items list + items.append(item_metadata) + + # Calculate item directory path for relative asset href calculations + # (directories will be created in process_outputs.py if --create-item-metadata is enabled) + item_dir = os.path.join(catalog_dir, item.id) + + # Update asset hrefs to be relative to the new item_dir location + # Get the directory where the original item.json is located + original_item_dir = os.path.dirname(item_link.target) + + # Update each asset's href to be relative to the new item_dir + for asset_key, asset in item.assets.items(): + original_href = asset.href + + # Skip absolute URLs (http/https) + if original_href.startswith(('http://', 'https://')): + LOGGER.info(f" Skipping remote asset: {original_href}") + continue + + # Resolve the asset's absolute path from the original item location + if os.path.isabs(original_href): + # Already absolute path + asset_absolute_path = original_href + else: + # Relative path - resolve from original item.json location + asset_absolute_path = os.path.abspath( + os.path.join(original_item_dir, original_href) + ) + + # Calculate new relative path from item_dir to the asset + new_relative_href = os.path.relpath(asset_absolute_path, item_dir) + + # Update the asset href + asset.href = new_relative_href + LOGGER.info(f" Updated asset '{asset_key}': {original_href} -> {new_relative_href}") + + conversion_results.append({ + "item_id": item.id, + "status": "success", + "item_dir": item_dir + }) + + except Exception as item_error: + error_msg = f"Failed to process STAC Item '{item.id}': {str(item_error)}" + LOGGER.exception(f"ERROR: {error_msg}") + conversion_results.append({ + "item_id": item.id, + "status": "error", + "error": error_msg + }) + continue + + # Summary of conversion results + successful = len([r for r in conversion_results if r["status"] == "success"]) + failed = len([r for r in conversion_results if r["status"] == "error"]) + + LOGGER.info(f"\nConversion Summary:") + LOGGER.info(f" Total Items: {len(item_links)}") + LOGGER.info(f" Successful: {successful}") + LOGGER.info(f" Failed: {failed}") + + if failed > 0: + LOGGER.warning("\nFailed Items:") + for result in conversion_results: + if result["status"] == "error": + LOGGER.warning(f" - {result['item_id']}: {result['error']}") + + # Add items list and count to catalog_data + catalog_data['items'] = items + catalog_data['item_count'] = len(items) + + # Return both catalog_data and conversion_results + return { + 'catalog_data': catalog_data, + 'conversion_results': conversion_results + } + + except Exception as catalog_error: + error_msg = f"Failed to process STAC catalog: {str(catalog_error)}" + LOGGER.exception(f"ERROR: {error_msg}") + raise RuntimeError(error_msg) + + +def get_id_from_uri(uri): + """Extract ID from CWL URI fragment""" + fragment = urllib.parse.urlparse(uri).fragment + return os.path.basename(fragment) + + +def parse_cwl_outputs(cwl_file_path: str) -> List[CommandOutputParameter]: + """ + Parse CWL file and extract output definitions + + Args: + cwl_file_path (str): Path to the CWL file + + Returns: + List of CommandOutputParameter objects + """ + LOGGER.info(f"Parsing CWL outputs from: {cwl_file_path}") + + try: + # Load the CWL document + uri = str(pathlib.Path(cwl_file_path).resolve().as_uri()) if not cwl_file_path.startswith("file://") else cwl_file_path + cwl_object = load_document_by_uri(uri) + + if isinstance(cwl_object, CommandLineTool): + if not cwl_object.outputs: + LOGGER.info("No outputs defined in CWL file") + return [] + + LOGGER.info(f"Found {len(cwl_object.outputs)} output(s) in CWL:") + for output in cwl_object.outputs: + output_id = get_id_from_uri(output.id) + LOGGER.info(f" - {output_id}: {output.type_}") + + return cwl_object.outputs + else: + LOGGER.error(f"CWL document is not a CommandLineTool (type: {type(cwl_object).__name__})") + return [] + + except Exception as e: + LOGGER.error(f"Error parsing CWL file: {e}") + return [] + + +def resolve_output_paths(cwl_outputs: List[CommandOutputParameter]) -> Dict[str, Dict[str, Any]]: + """ + Resolve actual output file/directory paths using CWL output definitions + + Args: + cwl_outputs: List of CWL output parameters + + Returns: + Dictionary mapping output names to their resolved paths and metadata + """ + output_paths = {} + + for output in cwl_outputs: + output_id = get_id_from_uri(output.id) + output_type = output.type_ + + # Default glob pattern if not specified + glob_pattern = output_id + + # Extract glob pattern from outputBinding if available + if hasattr(output, 'outputBinding') and output.outputBinding: + if hasattr(output.outputBinding, 'glob') and output.outputBinding.glob: + glob_pattern = output.outputBinding.glob + + LOGGER.info(f"Resolving output '{output_id}' with pattern '{glob_pattern}'") + + # Find matching files/directories + matches = glob.glob(glob_pattern) + + if matches: + # Take the first match (or could handle multiple matches differently) + resolved_path = matches[0] + LOGGER.info(f" Found: {resolved_path}") + + output_paths[output_id] = { + 'path': resolved_path, + 'type': output_type, + 'glob': glob_pattern, + 'is_directory': os.path.isdir(resolved_path) + } + else: + LOGGER.warning(f" No files found matching pattern '{glob_pattern}'") + + return output_paths + + +def is_stac_catalog(directory_path: str) -> bool: + """ + Check if a directory contains a STAC catalog + + Args: + directory_path: Path to directory to check + + Returns: + True if directory appears to be a STAC catalog + """ + if not os.path.isdir(directory_path): + return False + + # Look for catalog.json or collection.json + catalog_files = ['catalog.json', 'collection.json'] + for catalog_file in catalog_files: + catalog_path = os.path.join(directory_path, catalog_file) + if os.path.exists(catalog_path): + try: + with open(catalog_path, 'r') as f: + data = json.load(f) + # Basic STAC validation - check for required fields + if 'type' in data and data['type'] in ['Catalog', 'Collection']: + return True + except (json.JSONDecodeError, KeyError): + continue + + return False + + +def extract_stac_metadata(output_dir: str) -> Optional[Dict[str, Any]]: + """ + Extract comprehensive STAC metadata from an output directory + + Args: + output_dir: Path to output directory containing catalog.json + + Returns: + Dictionary with complete STAC catalog metadata or None if not a STAC catalog + """ + # Find the catalog file + catalog_file = None + for filename in ['catalog.json', 'collection.json']: + potential_path = os.path.join(output_dir, filename) + if os.path.exists(potential_path): + catalog_file = potential_path + break + + if not catalog_file: + return None + + # Validate it's a STAC catalog + try: + with open(catalog_file, 'r') as f: + data = json.load(f) + if 'type' not in data or data['type'] not in ['Catalog', 'Collection']: + return None + except: + return None + + # Walk the catalog and extract metadata + catalog_metadata = walk_stac_catalog_2(catalog_file) + if not catalog_metadata: + return None + catalog_metadata = catalog_metadata['catalog_data'] + return { + 'is_stac': True, + 'catalog_id': catalog_metadata.get('id'), + 'catalog_path': catalog_metadata.get('catalog_path'), + 'stac_version': catalog_metadata.get('stac_version'), + 'stac_object_type': catalog_metadata.get('stac_object_type'), + 'description': catalog_metadata.get('description'), + 'item_count': catalog_metadata.get('item_count', 0), + 'extent': catalog_metadata.get('extent'), + 'keywords': catalog_metadata.get('keywords', []), + 'license': catalog_metadata.get('license', ''), + 'items': catalog_metadata.get('items', []) + } + + +def stage_out_outputs(cwl_file_path: str, base_output_dir: str = "output") -> Dict[str, Any]: + """ + Main stage-out function that discovers and processes CWL outputs + + Args: + cwl_file_path: Path to the CWL file + base_output_dir: Base output directory name (fallback) + + Returns: + Dictionary with: + - 'outputs': List of output info dicts (each with output_id, output_dir, stac_metadata if applicable) + - 'primary_output': The first output directory (for backward compatibility) + """ + LOGGER.info("=== Stage Out Process ===") + LOGGER.info(f"CWL file: {cwl_file_path}") + LOGGER.info(f"Fallback output dir: {base_output_dir}") + + # Parse CWL outputs + cwl_outputs = parse_cwl_outputs(cwl_file_path) + + outputs_list = [] + + if not cwl_outputs: + LOGGER.warning("No CWL outputs found, falling back to default behavior") + if os.path.exists(base_output_dir): + return { + 'outputs': [], + 'primary_output': base_output_dir + } + return { + 'outputs': [], + 'primary_output': None + } + + # Resolve actual output paths + output_paths = resolve_output_paths(cwl_outputs) + + if not output_paths: + LOGGER.warning("No output files found, falling back to default behavior") + if os.path.exists(base_output_dir): + return { + 'outputs': [], + 'primary_output': base_output_dir + } + return { + 'outputs': [], + 'primary_output': None + } + + # Process each output + LOGGER.info("=== Stage Out Summary ===") + LOGGER.info(f"Total outputs discovered: {len(output_paths)}") + + for output_id, output_info in output_paths.items(): + output_dir = output_info['path'] + is_directory = output_info['is_directory'] + + LOGGER.info(f" {output_id}: {output_dir} ({output_info['type']})") + output_dict = { + 'output_id': output_id, + 'output_dir': output_dir, + 'output_type': output_info['type'], + 'is_directory': is_directory + } + # Extract STAC metadata if this is a directory that's a STAC catalog + if is_directory: + stac_metadata = extract_stac_metadata(output_dir) + if stac_metadata: + output_dict['stac_metadata'] = stac_metadata + LOGGER.info(f" STAC: {stac_metadata['stac_object_type']} - {stac_metadata['description']}") + LOGGER.info(f" Items: {stac_metadata['item_count']}") + + outputs_list.append(output_dict) + + # Get the primary output (first one) + first_output = next(iter(output_paths.values())) + primary_output_path = first_output['path'] + + # If it's a file, return its directory + if not first_output['is_directory']: + primary_output_path = os.path.dirname(primary_output_path) + + LOGGER.info(f"Primary output directory: {primary_output_path}") + + return { + 'outputs': outputs_list, + 'primary_output': primary_output_path + } + + +def main(): + """Command line interface for stage_out""" + global _JSON_OUTPUT_MODE + + parser = argparse.ArgumentParser( + description="Stage out CWL outputs and discover actual output paths" + ) + parser.add_argument( + "cwl_file", + help="Path to the CWL file" + ) + parser.add_argument( + "--base-output-dir", + default="output", + help="Base output directory for fallback (default: output)" + ) + parser.add_argument( + "--json-output", + action="store_true", + help="Output results as JSON" + ) + + args = parser.parse_args() + + # Set JSON output mode flag early + _JSON_OUTPUT_MODE = args.json_output + + result = stage_out_outputs(args.cwl_file, args.base_output_dir) + + if args.json_output: + # Output in JSON format for shell script consumption (to stdout only) + print(json.dumps(result)) + 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zfxvtmFTlASkZgefxwEJv#y|kaLxBK)6%6G^p?C^k#FImrC;z!77vw1?SfTg`{U_b_ zls>0t+WGgjQKD!*7>)%39w&d2P~RcN7!;C;+-1qx4v!tUrbWXuJh@d%dSOXW-d^LR z3l9@=(E_r_6LIn#BfvKkIg_#+a?p>!4N3vENN6-sDq~i#5X>)3LyDzG_@6?TJO+gY zD7N(!MSYFTUnA?+$N~R;jdp#FEWbt#5OWm$vFSt8$BqvjE7WT5s(9nXpZ?@Qb!Vo! z^FeiQrn+~lqA!c~{|2$o3{!fleP!T5MQf&_^%)|)?Sui*wx1=x)Ys(b@()gYeEP%F OKRvUpM|7;C}h4s+W8 literal 0 HcmV?d00001 diff --git a/tests/test_stage_out.py b/tests/test_stage_out.py new file mode 100644 index 0000000..580b628 --- /dev/null +++ b/tests/test_stage_out.py @@ -0,0 +1,232 @@ +import os +import json +import tempfile +import unittest +from pathlib import Path +import sys +from datetime import datetime + +# Add parent directory to path to import stage_out +sys.path.insert(0, str(Path(__file__).parent.parent)) + +import stage_out + + +class TestStageOut(unittest.TestCase): + """Test cases for stage_out.py""" + + def test_stage_out_with_stac_catalog_and_multiple_outputs(self): + """ + Comprehensive test: stage out with STAC catalog, collection, items, and multiple outputs + """ + # Create a temporary directory for our test + with tempfile.TemporaryDirectory() as tmpdir: + # Change to the temp directory so glob patterns work + original_cwd = os.getcwd() + os.chdir(tmpdir) + + try: + # Create output directories + stac_output_dir = os.path.join(tmpdir, "stac_results") + os.makedirs(stac_output_dir) + + # Create a STAC catalog structure + catalog_data = { + "stac_version": "1.0.0", + "type": "Catalog", + "id": "test-catalog", + "description": "Test STAC catalog for unit testing", + "links": [ + { + "rel": "root", + "href": "./catalog.json", + "type": "application/json" + }, + { + "rel": "item", + "href": "./item1.json", + "type": "application/json" + }, + { + "rel": "item", + "href": "./item2.json", + "type": "application/json" + } + ] + } + + catalog_file = os.path.join(stac_output_dir, "catalog.json") + with open(catalog_file, 'w') as f: + json.dump(catalog_data, f, indent=2) + + # Create STAC item files + item1_data = { + "stac_version": "1.0.0", + "type": "Feature", + "id": "test-item-001", + "collection": "test-collection", + "geometry": { + "type": "Polygon", + "coordinates": [[ + [-180, -90], [180, -90], [180, 90], [-180, 90], [-180, -90] + ]] + }, + "bbox": [-180, -90, 180, 90], + "properties": { + "datetime": "2024-01-15T12:00:00Z", + "title": "Test Item 1", + "description": "A test STAC item" + }, + "assets": { + "data": { + "href": "./data1.tif", + "type": "image/tiff", + "title": "Test Data File" + }, + "metadata": { + "href": "./metadata1.json", + "type": "application/json", + "title": "Metadata" + } + }, + "links": [ + { + "rel": "root", + "href": "./catalog.json", + "type": "application/json" + }, + { + "rel": "parent", + "href": "./catalog.json", + "type": "application/json" + } + ] + } + + item1_file = os.path.join(stac_output_dir, "item1.json") + with open(item1_file, 'w') as f: + json.dump(item1_data, f, indent=2) + + # Create second STAC item + item2_data = { + "stac_version": "1.0.0", + "type": "Feature", + "id": "test-item-002", + "collection": "test-collection", + "geometry": { + "type": "Point", + "coordinates": [0, 0] + }, + "bbox": [-1, -1, 1, 1], + "properties": { + "datetime": "2024-01-16T12:00:00Z", + "title": "Test Item 2" + }, + "assets": { + "data": { + "href": "./data2.tif", + "type": "image/tiff" + } + }, + "links": [] + } + + item2_file = os.path.join(stac_output_dir, "item2.json") + with open(item2_file, 'w') as f: + json.dump(item2_data, f, indent=2) + + # Create a simple text file output + simple_output_file = os.path.join(tmpdir, "summary.txt") + with open(simple_output_file, 'w') as f: + f.write("Processing completed successfully\n") + + # Create a CWL file with multiple outputs including STAC directory + cwl_content = { + "cwlVersion": "v1.2", + "class": "CommandLineTool", + "baseCommand": ["process"], + "inputs": {}, + "outputs": { + "stac_catalog": { + "type": "Directory", + "outputBinding": { + "glob": "stac_results" + } + }, + "summary": { + "type": "File", + "outputBinding": { + "glob": "summary.txt" + } + } + } + } + + cwl_file = os.path.join(tmpdir, "test_workflow.cwl") + with open(cwl_file, 'w') as f: + json.dump(cwl_content, f) + + # Run stage_out_outputs + result = stage_out.stage_out_outputs(cwl_file) + print(json.dumps(result, indent=4)) + # Verify the results + self.assertIsNotNone(result) + self.assertIn('outputs', result) + self.assertIn('primary_output', result) + + # Should have two outputs + self.assertEqual(len(result['outputs']), 2) + + # Find the STAC catalog output + stac_output = None + file_output = None + for output in result['outputs']: + if output['output_id'] == 'stac_catalog': + stac_output = output + elif output['output_id'] == 'summary': + file_output = output + + # Verify STAC catalog output + self.assertIsNotNone(stac_output, "STAC catalog output should be found") + self.assertEqual(stac_output['output_type'], 'Directory') + self.assertTrue(stac_output['is_directory']) + self.assertIn('stac_metadata', stac_output, "STAC metadata should be extracted") + + # Verify STAC metadata details + stac_meta = stac_output['stac_metadata'] + self.assertTrue(stac_meta['is_stac']) + self.assertEqual(stac_meta['catalog_id'], 'test-catalog') + self.assertEqual(stac_meta['stac_object_type'], 'Catalog') + self.assertEqual(stac_meta['description'], 'Test STAC catalog for unit testing') + self.assertEqual(stac_meta['item_count'], 2, "Should find 2 STAC items") + + # Verify items were discovered + self.assertIsNotNone(stac_meta['items']) + self.assertEqual(len(stac_meta['items']), 2) + + # Check item details + item_ids = [item['id'] for item in stac_meta['items']] + self.assertIn('test-item-001', item_ids) + self.assertIn('test-item-002', item_ids) + + # Verify first item has assets + item1 = next(item for item in stac_meta['items'] if item['id'] == 'test-item-001') + self.assertIn('assets', item1) + self.assertIn('data', item1['assets']) + self.assertIn('metadata', item1['assets']) + + # Verify file output + self.assertIsNotNone(file_output, "File output should be found") + self.assertEqual(file_output['output_type'], 'File') + self.assertFalse(file_output['is_directory']) + self.assertEqual(file_output['output_dir'], os.path.basename(simple_output_file)) + + # Verify primary output is set + self.assertIsNotNone(result['primary_output']) + + finally: + # Restore original working directory + os.chdir(original_cwd) + +if __name__ == '__main__': + unittest.main() From a948e713cb5423221d655a49ff6849739a8315c5 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Wed, 25 Feb 2026 14:43:56 -0800 Subject: [PATCH 30/46] Remove --no-match-user to run as same user as host --- dps_wrapper.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dps_wrapper.sh b/dps_wrapper.sh index 0c40bc3..914b175 100644 --- a/dps_wrapper.sh +++ b/dps_wrapper.sh @@ -16,7 +16,7 @@ CWL_FILE=$(basename "$CWL_FILE") # Create inputs.yml from hysds context for input to cwltool command python /app/create_inputs.py $CWL_FILE -cwltool --disable-color --no-read-only --no-match-user --preserve-environment MAAP_PGT --preserve-environment MAAP_API_HOST \ +cwltool --disable-color --no-read-only --preserve-environment MAAP_PGT --preserve-environment MAAP_API_HOST \ --cidfile-dir $PWD --tmpdir-prefix $PWD --log-dir ${PWD} \ ${CWL_FILE} inputs.yml || (cp _stderr.txt _alt_traceback.txt && exit 1) From 70ebf33ea32748fb219532d6341978681a8098c0 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Wed, 25 Feb 2026 16:00:42 -0800 Subject: [PATCH 31/46] feat: Add FeatureCollection (STAC Collection) support to stage_in MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Add GeoJSON type detection to route Feature vs FeatureCollection inputs - Extract _download_single_item() helper to avoid code duplication - Add _build_collection() to derive pystac.Collection from FeatureCollection metadata - Add download_stac_collection_assets_from_json() for multi-item collections - Add download_stac_assets_from_json() dispatcher that inspects type field - Compute spatial extent from union of item bboxes - Compute temporal extent with robust ISO 8601 datetime parsing - Create Catalog → Collection → Items hierarchy for collections - Update create_inputs.py to use the new dispatcher function - All relative asset hrefs correctly configured and validated with pystac --- create_inputs.py | 7 +- stage_in.py | 228 ++++++++++++++++++++++++++++++++++++++++------- 2 files changed, 199 insertions(+), 36 deletions(-) diff --git a/create_inputs.py b/create_inputs.py index 764cff9..4206418 100644 --- a/create_inputs.py +++ b/create_inputs.py @@ -178,11 +178,10 @@ def map_inputs_from_context(job_inputs: dict, cwl_inputs: [CommandInputParameter if base_type == "Directory": print("Encountered STAC input, localizing assets.") - # STAC Item json is assumed to have been downloaded by hysds - # stac_item_file = os.path.basename(job_inputs.get(input_name)) - stac_item_json = load_json_from_uri(job_inputs.get(input_name)) + # STAC input can be either a Feature (STAC Item) or FeatureCollection (STAC Collection) + stac_json = load_json_from_uri(job_inputs.get(input_name)) output_dir = str(pathlib.Path(input_name).resolve()) - stage_in.download_stac_item_assets_from_json(stac_item_json, output_dir) + stage_in.download_stac_assets_from_json(stac_json, output_dir) workflow_inputs[input_name] = {"class": "Directory", "path": output_dir} elif base_type == "File": filepath = pathlib.Path(os.path.basename(job_inputs.get(input_name))) diff --git a/stage_in.py b/stage_in.py index 811e81d..d0b4979 100644 --- a/stage_in.py +++ b/stage_in.py @@ -3,11 +3,136 @@ import json # Import the json library import argparse import pathlib +from datetime import datetime from maap.maap import MAAP maap = MAAP() +def _download_single_item(item_json_data, output_dir, parent_container): + """ + Downloads assets for a single STAC item and adds it to the parent container. + + Args: + item_json_data (dict): A dictionary containing the STAC item's JSON data. + output_dir (str): Directory to save downloaded assets. + parent_container: A pystac.Catalog or pystac.Collection to add the item to. + + Returns: + pystac.Item: The local item with downloaded assets. + """ + item = pystac.Item.from_dict(item_json_data) + item_dir = os.path.join(output_dir, item.id) + os.makedirs(item_dir, exist_ok=True) + + local_item = pystac.Item( + id=item.id, + geometry=item.geometry, + bbox=item.bbox, + datetime=item.datetime, + properties=item.properties, + ) + local_item.set_self_href(str(pathlib.Path(item_dir).resolve())) + + print(f"Downloading assets for item: {item.id}") + # Download each asset + for asset_key, asset in item.assets.items(): + href = asset.href + print(f" Downloading asset '{asset_key}': {os.path.basename(href)}") + try: + dest = maap.downloadGranule(online_access_url=href, destination_path=os.path.dirname(item_dir), + overwrite=True) + print("Download complete") + local_asset = pystac.Asset(href=f"{os.path.basename(dest)}", media_type=asset.media_type) + local_item.add_asset(asset_key, local_asset) + except Exception as e: + print(f" Error downloading {asset_key}: {e}") + + local_item.make_asset_hrefs_relative() + parent_container.add_item(local_item) + return local_item + + +def _build_collection(collection_json_data, output_dir): + """ + Build a pystac.Collection from FeatureCollection metadata. + + Args: + collection_json_data (dict): A dictionary containing the FeatureCollection data. + output_dir (str): Directory where the collection will be stored. + + Returns: + pystac.Collection: A collection with metadata derived from the FeatureCollection. + """ + collection_id = collection_json_data.get("id", "local-downloaded-collection") + description = collection_json_data.get("description", "A local collection containing downloaded STAC items.") + + # Derive extent from features + features = collection_json_data.get("features", []) + all_bboxes = [] + all_datetimes = [] + + for feature in features: + if feature.get("bbox"): + all_bboxes.append(feature["bbox"]) + if feature.get("properties", {}).get("datetime"): + all_datetimes.append(feature["properties"]["datetime"]) + + # Compute spatial extent + if all_bboxes: + min_x = min(bbox[0] for bbox in all_bboxes) + min_y = min(bbox[1] for bbox in all_bboxes) + max_x = max(bbox[2] for bbox in all_bboxes) + max_y = max(bbox[3] for bbox in all_bboxes) + spatial_extent = [[min_x, min_y, max_x, max_y]] + else: + spatial_extent = [[-180, -90, 180, 90]] + + # Compute temporal extent + if all_datetimes: + # Parse datetime strings to datetime objects + parsed_datetimes = [] + for dt_str in all_datetimes: + try: + # Handle ISO 8601 format with Z suffix + if isinstance(dt_str, str): + dt_str = dt_str.replace('Z', '+00:00') + parsed_datetimes.append(datetime.fromisoformat(dt_str)) + else: + parsed_datetimes.append(dt_str) + except (ValueError, AttributeError): + # Skip unparseable datetimes + continue + + if parsed_datetimes: + parsed_datetimes.sort() + temporal_extent = [[parsed_datetimes[0], parsed_datetimes[-1]]] + else: + temporal_extent = [[None, None]] + else: + temporal_extent = [[None, None]] + + # Create extent + extent = pystac.Extent( + spatial=pystac.SpatialExtent(spatial_extent), + temporal=pystac.TemporalExtent(temporal_extent) + ) + + collection_dir = os.path.join(output_dir, collection_id) + os.makedirs(collection_dir, exist_ok=True) + collection_path = os.path.join(collection_dir, "collection.json") + + collection = pystac.Collection( + id=collection_id, + description=description, + extent=extent, + catalog_type=pystac.CatalogType.SELF_CONTAINED, + href=collection_path + ) + + return collection + + def download_stac_item_assets_from_json(item_json_data, output_dir="local_stac_catalog"): """ Downloads all assets from a STAC item, given the item's JSON data, @@ -20,43 +145,18 @@ def download_stac_item_assets_from_json(item_json_data, output_dir="local_stac_c Defaults to "local_stac_catalog". """ try: - # Load the item data from the provided JSON - item = pystac.Item.from_dict(item_json_data) - # Create the output directory if it doesn't exist os.makedirs(output_dir, exist_ok=True) - item_dir = os.path.join(output_dir, item.id) - os.makedirs(item_dir, exist_ok=True) - local_item = pystac.Item( - id=item.id, - geometry=item.geometry, - bbox=item.bbox, - datetime=item.datetime, - properties=item.properties, - ) - local_item.set_self_href(str(pathlib.Path(item_dir).resolve())) - - print(f"Downloading assets for item: {item.id}") - # Download each asset - for asset_key, asset in item.assets.items(): - href = asset.href - print(f" Downloading asset '{asset_key}': {os.path.basename(href)}") - try: - dest = maap.downloadGranule(online_access_url=href, destination_path=os.path.dirname(item_dir), - overwrite=True) - print("Download complete") - local_asset = pystac.Asset(href=f"{os.path.basename(dest)}", media_type=asset.media_type) - local_item.add_asset(asset_key, local_asset) - except Exception as e: - print(f" Error downloading {asset_key}: {e}") - local_item.make_asset_hrefs_relative() + # Create a simple local STAC catalog catalog_path = os.path.join(output_dir, "catalog.json") catalog = pystac.Catalog(id="local-downloaded-catalog", description="A local catalog containing downloaded STAC item assets.", catalog_type=pystac.CatalogType.SELF_CONTAINED, href=catalog_path) - catalog.add_item(local_item) + + _download_single_item(item_json_data, output_dir, catalog) + # Save the catalog catalog.save() print(f"\nLocal STAC catalog created at: {catalog_path}") @@ -65,15 +165,79 @@ def download_stac_item_assets_from_json(item_json_data, output_dir="local_stac_c print(f"An error occurred: {e}") +def download_stac_collection_assets_from_json(collection_json_data, output_dir="local_stac_catalog"): + """ + Downloads all assets from all items in a STAC collection (FeatureCollection), + and creates a local STAC catalog with a nested collection structure. + + Args: + collection_json_data (dict): A dictionary containing the FeatureCollection's JSON data. + output_dir (str, optional): Directory to save the downloaded assets + and the local STAC catalog. + Defaults to "local_stac_catalog". + """ + try: + # Create the output directory if it doesn't exist + os.makedirs(output_dir, exist_ok=True) + + # Create root catalog + catalog_path = os.path.join(output_dir, "catalog.json") + root_catalog = pystac.Catalog(id="local-downloaded-catalog", + description="A local catalog containing downloaded STAC collections.", + catalog_type=pystac.CatalogType.SELF_CONTAINED, + href=catalog_path) + + # Create collection from FeatureCollection metadata + collection = _build_collection(collection_json_data, output_dir) + + # Download assets for each feature and add to collection + features = collection_json_data.get("features", []) + print(f"Processing FeatureCollection with {len(features)} items") + for feature in features: + _download_single_item(feature, output_dir, collection) + + # Add collection to root catalog and save + root_catalog.add_child(collection) + root_catalog.save() + print(f"\nLocal STAC catalog created at: {catalog_path}") + + except Exception as e: + print(f"An error occurred: {e}") + + +def download_stac_assets_from_json(json_data, output_dir="local_stac_catalog"): + """ + Detects the type of GeoJSON input (Feature or FeatureCollection) and + downloads assets accordingly. + + Args: + json_data (dict): A dictionary containing either a GeoJSON Feature or FeatureCollection. + output_dir (str, optional): Directory to save the downloaded assets + and the local STAC catalog. + Defaults to "local_stac_catalog". + + Raises: + ValueError: If the GeoJSON type is unsupported. + """ + geojson_type = json_data.get("type") + + if geojson_type == "FeatureCollection": + download_stac_collection_assets_from_json(json_data, output_dir) + elif geojson_type == "Feature": + download_stac_item_assets_from_json(json_data, output_dir) + else: + raise ValueError(f"Unsupported GeoJSON type: {geojson_type}") + + def main(stac_item_filepath, output_dir="local_stac_catalog"): """ - Loads item from json and creates a local STAC catalog. + Loads a GeoJSON file (Feature or FeatureCollection) and creates a local STAC catalog. :param stac_item_filepath: :param output_dir: :return: """ - stac_item_data = json.load(open(stac_item_filepath)) - download_stac_item_assets_from_json(stac_item_data, output_dir=output_dir) + stac_data = json.load(open(stac_item_filepath)) + download_stac_assets_from_json(stac_data, output_dir=output_dir) if __name__ == "__main__": From 7f2d32f42b7c38de85d26ae2f018622a8580af23 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Wed, 4 Mar 2026 16:27:12 -0800 Subject: [PATCH 32/46] Save last 20 lines from stderr --- dps_wrapper.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dps_wrapper.sh b/dps_wrapper.sh index 914b175..541fc53 100644 --- a/dps_wrapper.sh +++ b/dps_wrapper.sh @@ -18,7 +18,7 @@ python /app/create_inputs.py $CWL_FILE cwltool --disable-color --no-read-only --preserve-environment MAAP_PGT --preserve-environment MAAP_API_HOST \ --cidfile-dir $PWD --tmpdir-prefix $PWD --log-dir ${PWD} \ - ${CWL_FILE} inputs.yml || (cp _stderr.txt _alt_traceback.txt && exit 1) + ${CWL_FILE} inputs.yml || (tail -n 20 _stderr.txt > _alt_traceback.txt && exit 1) # Stage out: discover all CWL outputs with metadata echo "=== Starting Stage Out Process ===" From 8931f234164bce25f1693eb0b78f89202ae467e6 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Wed, 11 Mar 2026 10:22:34 -0700 Subject: [PATCH 33/46] feat: Use cwltool --write-summary for smart output parsing Instead of re-parsing the CWL file and using glob patterns to discover outputs, use cwltool's --write-summary flag which provides exact output paths, types, and metadata. Falls back to CWL parsing if summary is unavailable. --- dps_wrapper.sh | 3 +- stage_out.py | 97 ++++++++++++++++++++++++++++++++++++++++++-------- 2 files changed, 84 insertions(+), 16 deletions(-) diff --git a/dps_wrapper.sh b/dps_wrapper.sh index 541fc53..fb1fca5 100644 --- a/dps_wrapper.sh +++ b/dps_wrapper.sh @@ -18,11 +18,12 @@ python /app/create_inputs.py $CWL_FILE cwltool --disable-color --no-read-only --preserve-environment MAAP_PGT --preserve-environment MAAP_API_HOST \ --cidfile-dir $PWD --tmpdir-prefix $PWD --log-dir ${PWD} \ + --write-summary ${PWD}/cwl_summary.json \ ${CWL_FILE} inputs.yml || (tail -n 20 _stderr.txt > _alt_traceback.txt && exit 1) # Stage out: discover all CWL outputs with metadata echo "=== Starting Stage Out Process ===" -python /app/stage_out.py ${CWL_FILE} --json-output > /tmp/stage_out_result.json +python /app/stage_out.py ${CWL_FILE} --json-output --cwl-summary ${PWD}/cwl_summary.json > /tmp/stage_out_result.json # Process outputs using Python to handle multiple outputs python /app/process_outputs.py /tmp/stage_out_result.json diff --git a/stage_out.py b/stage_out.py index bffd3ec..cb0cdc4 100644 --- a/stage_out.py +++ b/stage_out.py @@ -331,6 +331,59 @@ def resolve_output_paths(cwl_outputs: List[CommandOutputParameter]) -> Dict[str, return output_paths +def parse_cwl_summary(summary_file_path: str) -> Dict[str, Dict[str, Any]]: + """ + Parse cwltool --write-summary JSON output to extract output paths and metadata. + + Replaces the need for parse_cwl_outputs() + resolve_output_paths() when + the cwltool summary is available. + + Args: + summary_file_path: Path to the cwltool summary JSON file + + Returns: + Dictionary mapping output IDs to their resolved paths and metadata, + in the same format as resolve_output_paths(): + {output_id: {'path': str, 'type': str, 'is_directory': bool}} + """ + LOGGER.info(f"Parsing cwltool summary: {summary_file_path}") + + with open(summary_file_path, 'r') as f: + summary = json.load(f) + + output_paths = {} + + for output_id, output_data in summary.items(): + output_class = output_data.get('class', 'File') + output_path = output_data.get('path') + + if not output_path: + # Fall back to extracting path from location URI + location = output_data.get('location', '') + if location.startswith('file://'): + output_path = location[len('file://'):] + + if not output_path: + LOGGER.warning(f"No path found for output '{output_id}', skipping") + continue + + if not os.path.exists(output_path): + LOGGER.warning(f"Output path does not exist: {output_path}") + continue + + is_directory = output_class == 'Directory' + + LOGGER.info(f" {output_id}: {output_path} ({output_class})") + output_paths[output_id] = { + 'path': output_path, + 'type': output_class, + 'is_directory': is_directory + } + + LOGGER.info(f"Parsed {len(output_paths)} output(s) from cwltool summary") + return output_paths + + def is_stac_catalog(directory_path: str) -> bool: """ Check if a directory contains a STAC catalog @@ -411,13 +464,14 @@ def extract_stac_metadata(output_dir: str) -> Optional[Dict[str, Any]]: } -def stage_out_outputs(cwl_file_path: str, base_output_dir: str = "output") -> Dict[str, Any]: +def stage_out_outputs(cwl_file_path: str, base_output_dir: str = "output", summary_file: Optional[str] = None) -> Dict[str, Any]: """ Main stage-out function that discovers and processes CWL outputs Args: cwl_file_path: Path to the CWL file base_output_dir: Base output directory name (fallback) + summary_file: Path to cwltool --write-summary JSON (optional, preferred over CWL parsing) Returns: Dictionary with: @@ -428,25 +482,33 @@ def stage_out_outputs(cwl_file_path: str, base_output_dir: str = "output") -> Di LOGGER.info(f"CWL file: {cwl_file_path}") LOGGER.info(f"Fallback output dir: {base_output_dir}") - # Parse CWL outputs - cwl_outputs = parse_cwl_outputs(cwl_file_path) - outputs_list = [] - if not cwl_outputs: - LOGGER.warning("No CWL outputs found, falling back to default behavior") - if os.path.exists(base_output_dir): + # Use cwltool summary if available, otherwise fall back to CWL parsing + if summary_file and os.path.exists(summary_file): + LOGGER.info(f"Using cwltool summary: {summary_file}") + output_paths = parse_cwl_summary(summary_file) + else: + if summary_file: + LOGGER.warning(f"Summary file not found: {summary_file}, falling back to CWL parsing") + + # Parse CWL outputs + cwl_outputs = parse_cwl_outputs(cwl_file_path) + + if not cwl_outputs: + LOGGER.warning("No CWL outputs found, falling back to default behavior") + if os.path.exists(base_output_dir): + return { + 'outputs': [], + 'primary_output': base_output_dir + } return { 'outputs': [], - 'primary_output': base_output_dir + 'primary_output': None } - return { - 'outputs': [], - 'primary_output': None - } - # Resolve actual output paths - output_paths = resolve_output_paths(cwl_outputs) + # Resolve actual output paths + output_paths = resolve_output_paths(cwl_outputs) if not output_paths: LOGGER.warning("No output files found, falling back to default behavior") @@ -522,13 +584,18 @@ def main(): action="store_true", help="Output results as JSON" ) + parser.add_argument( + "--cwl-summary", + default=None, + help="Path to cwltool --write-summary JSON output (preferred over CWL parsing)" + ) args = parser.parse_args() # Set JSON output mode flag early _JSON_OUTPUT_MODE = args.json_output - result = stage_out_outputs(args.cwl_file, args.base_output_dir) + result = stage_out_outputs(args.cwl_file, args.base_output_dir, summary_file=args.cwl_summary) if args.json_output: # Output in JSON format for shell script consumption (to stdout only) From a47af388818106a1f21b66a1e5a4dd549daf22d6 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Wed, 11 Mar 2026 10:42:57 -0700 Subject: [PATCH 34/46] feat: Use CWL output ID and compact timestamp for dataset names Replace long cwltool temp dir basename with CWL output ID (e.g., 'outputs_result-20260311T173254575976' instead of 'job-mdps-...-490960Zmrz_evjc-2026-03-11T17:32:54.575976'). Also fix datetime.utcnow() deprecation warning. --- process_outputs.py | 24 ++++++++++-------------- 1 file changed, 10 insertions(+), 14 deletions(-) diff --git a/process_outputs.py b/process_outputs.py index 2b99401..036a15f 100644 --- a/process_outputs.py +++ b/process_outputs.py @@ -11,7 +11,7 @@ import os import shutil import argparse -from datetime import datetime +from datetime import datetime, timezone import hysds_metadata @@ -149,14 +149,12 @@ def process_single_output(primary_output, create_item_metadata=False): print("No output directory found") return False - # Generate creation timestamp (ISO format with Z suffix) - creation_timestamp = datetime.utcnow().strftime('%Y-%m-%dT%H:%M:%S.%fZ') + # Generate creation timestamp + creation_timestamp = datetime.now(timezone.utc).strftime('%Y%m%dT%H%M%S%f') - # Generate unique dataset name with timestamp + # Generate unique dataset name with compact timestamp base_name = os.path.basename(primary_output) - # Remove Z suffix only (keep colons to match HySDS pattern: YYYY-MM-DDTHH:MM:SS.mmmmmm) - timestamp_safe = creation_timestamp.replace('Z', '') - dataset_name = f"{base_name}-{timestamp_safe}" + dataset_name = f"{base_name}-{creation_timestamp}" # Create symlink to timestamped dataset directory parent_dir = os.path.dirname(os.path.abspath(primary_output)) @@ -202,14 +200,12 @@ def process_single_output_with_metadata(output_info, create_item_metadata=False) print(f"Output directory not found: {output_dir}") return None - # Generate creation timestamp (ISO format with Z suffix) - creation_timestamp = datetime.utcnow().strftime('%Y-%m-%dT%H:%M:%S.%fZ') + # Generate creation timestamp + creation_timestamp = datetime.now(timezone.utc).strftime('%Y%m%dT%H%M%S%f') - # Generate unique dataset name with timestamp - base_name = os.path.basename(output_dir) - # Remove Z suffix only (keep colons to match HySDS pattern: YYYY-MM-DDTHH:MM:SS.mmmmmm) - timestamp_safe = creation_timestamp.replace('Z', '') - dataset_name = f"{base_name}-{timestamp_safe}" + # Generate unique dataset name using CWL output ID + compact timestamp + base_name = output_id or os.path.basename(output_dir) + dataset_name = f"{base_name}-{creation_timestamp}" # Create symlink to timestamped dataset directory parent_dir = os.path.dirname(os.path.abspath(output_dir)) From e3d0143d0b88a14a038d63069aeda6dd0f67301f Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Wed, 11 Mar 2026 11:07:44 -0700 Subject: [PATCH 35/46] fix: Use ISO 8601 timestamp in metadata for ES compatibility Separate compact timestamp (for directory names) from ISO 8601 timestamp (for .met.json creation_timestamp field). ES strict_date_optional_time requires format like 2026-03-11T18:04:44.474949Z. --- hysds_metadata.py | 4 ++-- process_outputs.py | 28 ++++++++++++++++------------ 2 files changed, 18 insertions(+), 14 deletions(-) diff --git a/hysds_metadata.py b/hysds_metadata.py index ed4d8b3..c4c4c19 100644 --- a/hysds_metadata.py +++ b/hysds_metadata.py @@ -88,11 +88,11 @@ def create_met_metadata( - stac_catalog: Catalog summary with collections array grouped by collection ID, including complete item inventory for search and discovery """ - from datetime import datetime + from datetime import datetime, timezone # Generate timestamp if not provided if not creation_timestamp: - creation_timestamp = datetime.utcnow().strftime('%Y-%m-%dT%H:%M:%S.%fZ') + creation_timestamp = datetime.now(timezone.utc).strftime('%Y-%m-%dT%H:%M:%S.%fZ') met_json = { "username": job_info.get("username", "unknown"), diff --git a/process_outputs.py b/process_outputs.py index 036a15f..4399c91 100644 --- a/process_outputs.py +++ b/process_outputs.py @@ -149,12 +149,14 @@ def process_single_output(primary_output, create_item_metadata=False): print("No output directory found") return False - # Generate creation timestamp - creation_timestamp = datetime.now(timezone.utc).strftime('%Y%m%dT%H%M%S%f') + # Generate timestamps: compact for dir name, ISO 8601 for metadata/ES + now = datetime.now(timezone.utc) + dir_timestamp = now.strftime('%Y%m%dT%H%M%S%f') + metadata_timestamp = now.strftime('%Y-%m-%dT%H:%M:%S.%fZ') # Generate unique dataset name with compact timestamp base_name = os.path.basename(primary_output) - dataset_name = f"{base_name}-{creation_timestamp}" + dataset_name = f"{base_name}-{dir_timestamp}" # Create symlink to timestamped dataset directory parent_dir = os.path.dirname(os.path.abspath(primary_output)) @@ -170,13 +172,13 @@ def process_single_output(primary_output, create_item_metadata=False): print(f"Error creating symlink: {e}") return False - print(f" Created: {creation_timestamp}") + print(f" Created: {metadata_timestamp}") # Copy logs copy_logs(primary_output) # Create HySDS metadata (without STAC) - create_hysds_metadata(primary_output, None, creation_timestamp) + create_hysds_metadata(primary_output, None, metadata_timestamp) return True @@ -200,12 +202,14 @@ def process_single_output_with_metadata(output_info, create_item_metadata=False) print(f"Output directory not found: {output_dir}") return None - # Generate creation timestamp - creation_timestamp = datetime.now(timezone.utc).strftime('%Y%m%dT%H%M%S%f') + # Generate timestamps: compact for dir name, ISO 8601 for metadata/ES + now = datetime.now(timezone.utc) + dir_timestamp = now.strftime('%Y%m%dT%H%M%S%f') + metadata_timestamp = now.strftime('%Y-%m-%dT%H:%M:%S.%fZ') # Generate unique dataset name using CWL output ID + compact timestamp base_name = output_id or os.path.basename(output_dir) - dataset_name = f"{base_name}-{creation_timestamp}" + dataset_name = f"{base_name}-{dir_timestamp}" # Create symlink to timestamped dataset directory parent_dir = os.path.dirname(os.path.abspath(output_dir)) @@ -223,7 +227,7 @@ def process_single_output_with_metadata(output_info, create_item_metadata=False) print(f"\nProcessing output: {output_id}") print(f" Directory: {output_dir}") - print(f" Created: {creation_timestamp}") + print(f" Created: {metadata_timestamp}") if stac_metadata: print(f" STAC Catalog: {stac_metadata.get('catalog_id')}") @@ -232,13 +236,13 @@ def process_single_output_with_metadata(output_info, create_item_metadata=False) # Copy logs to output directory copy_logs(output_dir) - # Create HySDS metadata (per-output) with timestamp - create_hysds_metadata(output_dir, stac_metadata, creation_timestamp) + # Create HySDS metadata (per-output) with ISO timestamp for ES compatibility + create_hysds_metadata(output_dir, stac_metadata, metadata_timestamp) # Create per-item metadata if STAC and flag is enabled if stac_metadata and create_item_metadata: job_info = hysds_metadata.get_job_info() - create_per_item_metadata(output_dir, stac_metadata, job_info, creation_timestamp) + create_per_item_metadata(output_dir, stac_metadata, job_info, metadata_timestamp) return dataset_name From f695cec039609e8a917564afec2e4d18308724d6 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Thu, 30 Apr 2026 14:14:17 -0700 Subject: [PATCH 36/46] test: Add comprehensive tests for stage_in.py STAC asset downloading (#5) - Add TestDispatcher for feature/collection type routing - Add TestExtentComputation for spatial/temporal extent logic - Add TestSingleItemDownload for asset downloading and item assembly - Add TestSingleItemCatalogAssembly for catalog creation - Add TestCollectionCatalogAssembly for nested collection structure - Add TestMainEntryPoint for entry point behavior All test items include required STAC fields (stac_version, links) --- .gitignore | 1 + tests/test_stage_in.py | 637 +++++++++++++++++++++++++++++++++++++++++ 2 files changed, 638 insertions(+) create mode 100644 tests/test_stage_in.py diff --git a/.gitignore b/.gitignore index c26b00a..2b46170 100644 --- a/.gitignore +++ b/.gitignore @@ -12,3 +12,4 @@ cardamom_era5* test/files/ test/ +*.pyc diff --git a/tests/test_stage_in.py b/tests/test_stage_in.py new file mode 100644 index 0000000..7b6b2d1 --- /dev/null +++ b/tests/test_stage_in.py @@ -0,0 +1,637 @@ +import pytest +import os +import json +import tempfile +from pathlib import Path +import sys +from unittest.mock import Mock, patch, MagicMock, call +from datetime import datetime +import pystac + +# Add parent directory to path to import stage_out +sys.path.insert(0, str(Path(__file__).parent.parent)) + +from stage_in import ( + download_stac_assets_from_json, + _build_collection, + _download_single_item, + download_stac_item_assets_from_json, + download_stac_collection_assets_from_json, + main +) + + +class TestDispatcher: + """Test download_stac_assets_from_json() routing logic.""" + + @patch('stage_in.download_stac_item_assets_from_json') + @patch('stage_in.download_stac_collection_assets_from_json') + def test_feature_routes_to_single_item_path(self, mock_collection, mock_item): + """Feature type should route to single-item path, not collection path.""" + json_data = {"type": "Feature", "id": "test-item"} + download_stac_assets_from_json(json_data, "output") + + mock_item.assert_called_once_with(json_data, "output") + mock_collection.assert_not_called() + + @patch('stage_in.download_stac_item_assets_from_json') + @patch('stage_in.download_stac_collection_assets_from_json') + def test_feature_collection_routes_to_collection_path(self, mock_collection, mock_item): + """FeatureCollection type should route to collection path, not single-item path.""" + json_data = {"type": "FeatureCollection", "features": []} + download_stac_assets_from_json(json_data, "output") + + mock_collection.assert_called_once_with(json_data, "output") + mock_item.assert_not_called() + + def test_unsupported_type_raises_value_error(self): + """Any other type (e.g. 'Point', None) should raise ValueError.""" + json_data = {"type": "Point", "coordinates": [0, 0]} + + with pytest.raises(ValueError, match="Unsupported GeoJSON type: Point"): + download_stac_assets_from_json(json_data, "output") + + def test_none_type_raises_value_error(self): + """None type should raise ValueError.""" + json_data = {"id": "test"} + + with pytest.raises(ValueError, match="Unsupported GeoJSON type: None"): + download_stac_assets_from_json(json_data, "output") + + +class TestExtentComputation: + """Test _build_collection() extent computation logic.""" + + def test_spatial_extent_union_of_multiple_bboxes(self, tmp_path): + """Multiple features with bboxes should produce union (min of mins, max of maxes).""" + collection_json = { + "id": "test-collection", + "features": [ + {"bbox": [10, 20, 30, 40]}, + {"bbox": [5, 15, 25, 35]}, + {"bbox": [15, 25, 35, 45]} + ] + } + + collection = _build_collection(collection_json, str(tmp_path)) + + spatial_bbox = collection.extent.spatial.bboxes[0] + assert spatial_bbox == [5, 15, 35, 45] + + def test_spatial_extent_defaults_when_no_bboxes(self, tmp_path): + """No features with bboxes should default to [-180, -90, 180, 90].""" + collection_json = { + "id": "test-collection", + "features": [ + {"id": "item1"}, + {"id": "item2"} + ] + } + + collection = _build_collection(collection_json, str(tmp_path)) + + spatial_bbox = collection.extent.spatial.bboxes[0] + assert spatial_bbox == [-180, -90, 180, 90] + + def test_spatial_extent_only_some_features_have_bboxes(self, tmp_path): + """Only features with bboxes should contribute to extent.""" + collection_json = { + "id": "test-collection", + "features": [ + {"id": "item1"}, + {"bbox": [10, 20, 30, 40]}, + {"id": "item2"}, + {"bbox": [5, 15, 25, 35]} + ] + } + + collection = _build_collection(collection_json, str(tmp_path)) + + spatial_bbox = collection.extent.spatial.bboxes[0] + assert spatial_bbox == [5, 15, 30, 40] + + def test_temporal_extent_with_z_suffix(self, tmp_path): + """Datetimes with Z suffix should parse correctly; min becomes start, max becomes end.""" + collection_json = { + "id": "test-collection", + "features": [ + {"properties": {"datetime": "2023-01-15T10:00:00Z"}}, + {"properties": {"datetime": "2023-01-10T08:00:00Z"}}, + {"properties": {"datetime": "2023-01-20T12:00:00Z"}} + ] + } + + collection = _build_collection(collection_json, str(tmp_path)) + + temporal_interval = collection.extent.temporal.intervals[0] + assert temporal_interval[0] == datetime.fromisoformat("2023-01-10T08:00:00+00:00") + assert temporal_interval[1] == datetime.fromisoformat("2023-01-20T12:00:00+00:00") + + def test_temporal_extent_no_datetimes(self, tmp_path): + """No datetimes should result in [None, None].""" + collection_json = { + "id": "test-collection", + "features": [ + {"id": "item1"}, + {"id": "item2"} + ] + } + + collection = _build_collection(collection_json, str(tmp_path)) + + temporal_interval = collection.extent.temporal.intervals[0] + assert temporal_interval == [None, None] + + def test_temporal_extent_malformed_datetimes_skipped(self, tmp_path): + """Malformed datetime strings should be skipped; valid ones still compute correctly.""" + collection_json = { + "id": "test-collection", + "features": [ + {"properties": {"datetime": "2023-01-15T10:00:00Z"}}, + {"properties": {"datetime": "not-a-date"}}, + {"properties": {"datetime": "2023-01-20T12:00:00Z"}}, + {"properties": {"datetime": "invalid"}} + ] + } + + collection = _build_collection(collection_json, str(tmp_path)) + + temporal_interval = collection.extent.temporal.intervals[0] + assert temporal_interval[0] == datetime.fromisoformat("2023-01-15T10:00:00+00:00") + assert temporal_interval[1] == datetime.fromisoformat("2023-01-20T12:00:00+00:00") + + def test_temporal_extent_single_datetime(self, tmp_path): + """Single datetime should result in start and end being the same.""" + collection_json = { + "id": "test-collection", + "features": [ + {"properties": {"datetime": "2023-01-15T10:00:00Z"}} + ] + } + + collection = _build_collection(collection_json, str(tmp_path)) + + temporal_interval = collection.extent.temporal.intervals[0] + expected_dt = datetime.fromisoformat("2023-01-15T10:00:00+00:00") + assert temporal_interval[0] == expected_dt + assert temporal_interval[1] == expected_dt + + def test_metadata_id_and_description(self, tmp_path): + """collection.id and collection.description should match the input.""" + collection_json = { + "id": "my-custom-collection", + "description": "This is a custom description", + "features": [] + } + + collection = _build_collection(collection_json, str(tmp_path)) + + assert collection.id == "my-custom-collection" + assert collection.description == "This is a custom description" + + def test_metadata_missing_keys_use_defaults(self, tmp_path): + """Missing keys should fall back to defaults.""" + collection_json = { + "features": [] + } + + collection = _build_collection(collection_json, str(tmp_path)) + + assert collection.id == "local-downloaded-collection" + assert collection.description == "A local collection containing downloaded STAC items." + + +class TestSingleItemDownload: + """Test _download_single_item() behavior.""" + + @patch('stage_in.maap.downloadGranule') + def test_subdirectory_created(self, mock_download, tmp_path): + """A subdirectory // should be created.""" + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "id": "test-item-123", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": {} + } + + parent_container = Mock() + _download_single_item(item_json, str(tmp_path), parent_container) + + expected_dir = tmp_path / "test-item-123" + assert expected_dir.exists() + assert expected_dir.is_dir() + + @patch('stage_in.maap.downloadGranule') + def test_download_granule_called_per_asset(self, mock_download, tmp_path): + """maap.downloadGranule should be called once per asset with the correct URL.""" + mock_download.side_effect = [ + str(tmp_path / "test-item-123" / "asset1.tif"), + str(tmp_path / "test-item-123" / "asset2.json") + ] + + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "id": "test-item-123", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": { + "data": {"href": "https://example.com/data.tif", "type": "image/tiff"}, + "metadata": {"href": "https://example.com/meta.json", "type": "application/json"} + } + } + + parent_container = Mock() + _download_single_item(item_json, str(tmp_path), parent_container) + + assert mock_download.call_count == 2 + calls = mock_download.call_args_list + assert calls[0][1]['online_access_url'] == "https://example.com/data.tif" + assert calls[1][1]['online_access_url'] == "https://example.com/meta.json" + + @patch('stage_in.maap.downloadGranule') + def test_returned_item_added_to_parent(self, mock_download, tmp_path): + """The returned item should be added to the parent container.""" + mock_download.return_value = str(tmp_path / "test-item-123" / "asset.tif") + + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "id": "test-item-123", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": { + "data": {"href": "https://example.com/data.tif", "type": "image/tiff"} + } + } + + parent_container = Mock() + result = _download_single_item(item_json, str(tmp_path), parent_container) + + parent_container.add_item.assert_called_once() + added_item = parent_container.add_item.call_args[0][0] + assert added_item.id == "test-item-123" + assert isinstance(result, pystac.Item) + + @patch('stage_in.maap.downloadGranule') + def test_asset_hrefs_are_relative(self, mock_download, tmp_path): + """All asset hrefs on the returned item should be relative paths.""" + mock_download.return_value = str(tmp_path / "test-item-123" / "asset.tif") + + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "id": "test-item-123", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": { + "data": {"href": "https://example.com/data.tif", "type": "image/tiff"} + } + } + + parent_container = Mock() + result = _download_single_item(item_json, str(tmp_path), parent_container) + + for asset_key, asset in result.assets.items(): + assert not asset.href.startswith("http") + assert not os.path.isabs(asset.href) + + @patch('stage_in.maap.downloadGranule') + def test_one_asset_fails_rest_still_download(self, mock_download, tmp_path): + """If one asset fails, the rest should still download (no crash).""" + def side_effect(*args, **kwargs): + url = kwargs['online_access_url'] + if 'fail' in url: + raise Exception("Download failed") + return str(tmp_path / "test-item-123" / "success.tif") + + mock_download.side_effect = side_effect + + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "id": "test-item-123", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": { + "good1": {"href": "https://example.com/good1.tif", "type": "image/tiff"}, + "bad": {"href": "https://example.com/fail.tif", "type": "image/tiff"}, + "good2": {"href": "https://example.com/good2.tif", "type": "image/tiff"} + } + } + + parent_container = Mock() + result = _download_single_item(item_json, str(tmp_path), parent_container) + + assert mock_download.call_count == 3 + assert len(result.assets) == 2 + assert "good1" in result.assets + assert "good2" in result.assets + assert "bad" not in result.assets + + @patch('stage_in.maap.downloadGranule') + def test_zero_assets_no_download_calls(self, mock_download, tmp_path): + """Zero assets should result in downloadGranule never being called.""" + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "id": "test-item-123", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": {} + } + + parent_container = Mock() + _download_single_item(item_json, str(tmp_path), parent_container) + + mock_download.assert_not_called() + + +class TestSingleItemCatalogAssembly: + """Test download_stac_item_assets_from_json() catalog assembly.""" + + @patch('stage_in.maap.downloadGranule') + @patch('pystac.Catalog.save') + def test_output_directory_created(self, mock_save, mock_download, tmp_path): + """Output directory should be created.""" + output_dir = tmp_path / "test_output" + + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "id": "test-item", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": {} + } + + download_stac_item_assets_from_json(item_json, str(output_dir)) + + assert output_dir.exists() + + @patch('stage_in.maap.downloadGranule') + @patch('pystac.Catalog.save') + def test_catalog_json_exists(self, mock_save, mock_download, tmp_path): + """catalog.json should exist after the call.""" + output_dir = tmp_path / "test_output" + + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "id": "test-item", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": {} + } + + download_stac_item_assets_from_json(item_json, str(output_dir)) + + mock_save.assert_called_once() + + @patch('stage_in.maap.downloadGranule') + @patch('pystac.Catalog.save') + def test_catalog_contains_one_item(self, mock_save, mock_download, tmp_path): + """The catalog should contain exactly the one item from input.""" + output_dir = tmp_path / "test_output" + mock_download.return_value = str(output_dir / "test-item" / "asset.tif") + + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "id": "test-item", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": { + "data": {"href": "https://example.com/data.tif", "type": "image/tiff"} + } + } + + with patch('stage_in._download_single_item', wraps=_download_single_item) as mock_dl: + download_stac_item_assets_from_json(item_json, str(output_dir)) + + mock_dl.assert_called_once() + parent_catalog = mock_dl.call_args[0][2] + assert parent_catalog.id == "local-downloaded-catalog" + + @patch('stage_in._download_single_item') + @patch('pystac.Catalog.save') + def test_exception_caught_and_printed(self, mock_save, mock_download, tmp_path, capsys): + """An internal exception should be caught and printed (no propagation).""" + mock_download.side_effect = Exception("Test exception") + + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "id": "test-item", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": {} + } + + download_stac_item_assets_from_json(item_json, str(tmp_path)) + + captured = capsys.readouterr() + assert "An error occurred" in captured.out + assert "Test exception" in captured.out + + +class TestCollectionCatalogAssembly: + """Test download_stac_collection_assets_from_json() catalog assembly.""" + + @patch('stage_in._download_single_item') + @patch('pystac.Catalog.save') + def test_download_called_once_per_feature(self, mock_save, mock_download, tmp_path): + """_download_single_item should be called once per feature.""" + collection_json = { + "type": "FeatureCollection", + "id": "test-collection", + "features": [ + { + "type": "Feature", + "stac_version": "1.0.0", + "id": "item1", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": {} + }, + { + "type": "Feature", + "stac_version": "1.0.0", + "id": "item2", + "geometry": {"type": "Point", "coordinates": [1, 1]}, + "bbox": [1, 1, 2, 2], + "properties": {"datetime": "2023-01-02T00:00:00Z"}, + "links": [], + "assets": {} + }, + { + "type": "Feature", + "stac_version": "1.0.0", + "id": "item3", + "geometry": {"type": "Point", "coordinates": [2, 2]}, + "bbox": [2, 2, 3, 3], + "properties": {"datetime": "2023-01-03T00:00:00Z"}, + "links": [], + "assets": {} + } + ] + } + + download_stac_collection_assets_from_json(collection_json, str(tmp_path)) + + assert mock_download.call_count == 3 + + @patch('stage_in._download_single_item') + @patch('pystac.Catalog.save') + def test_collection_nested_under_root_catalog(self, mock_save, mock_download, tmp_path): + """The collection should be nested under the root catalog (not items at root level).""" + collection_json = { + "type": "FeatureCollection", + "id": "test-collection", + "features": [ + { + "type": "Feature", + "stac_version": "1.0.0", + "id": "item1", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": {} + } + ] + } + + download_stac_collection_assets_from_json(collection_json, str(tmp_path)) + + mock_download.assert_called_once() + parent_container = mock_download.call_args[0][2] + assert parent_container.id == "test-collection" + + @patch('stage_in._download_single_item') + @patch('pystac.Catalog.save') + def test_empty_features_list_produces_valid_collection(self, mock_save, mock_download, tmp_path): + """An empty features list should still produce a valid, saved collection.""" + collection_json = { + "type": "FeatureCollection", + "id": "empty-collection", + "features": [] + } + + download_stac_collection_assets_from_json(collection_json, str(tmp_path)) + + mock_download.assert_not_called() + mock_save.assert_called_once() + + @patch('stage_in._download_single_item') + @patch('pystac.Catalog.save') + def test_exception_caught_and_printed(self, mock_save, mock_download, tmp_path, capsys): + """An internal exception should be caught and printed.""" + mock_download.side_effect = Exception("Test collection exception") + + collection_json = { + "type": "FeatureCollection", + "id": "test-collection", + "features": [ + { + "type": "Feature", + "stac_version": "1.0.0", + "id": "item1", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": {} + } + ] + } + + download_stac_collection_assets_from_json(collection_json, str(tmp_path)) + + captured = capsys.readouterr() + assert "An error occurred" in captured.out + assert "Test collection exception" in captured.out + + +class TestMainEntryPoint: + """Test main() entry point.""" + + @patch('stage_in.download_stac_assets_from_json') + def test_feature_json_file_parsed_and_dispatched(self, mock_dispatch, tmp_path): + """A temp file with a Feature JSON should call download_stac_assets_from_json with parsed dict.""" + feature_json = { + "type": "Feature", + "stac_version": "1.0.0", + "id": "test-item", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": {} + } + + json_file = tmp_path / "feature.json" + with open(json_file, 'w') as f: + json.dump(feature_json, f) + + main(str(json_file), str(tmp_path / "output")) + + mock_dispatch.assert_called_once() + call_args = mock_dispatch.call_args + assert call_args[0][0] == feature_json + assert call_args[1]['output_dir'] == str(tmp_path / "output") + + @patch('stage_in.download_stac_assets_from_json') + def test_feature_collection_json_file_parsed_and_dispatched(self, mock_dispatch, tmp_path): + """A temp file with a FeatureCollection JSON should call download_stac_assets_from_json with parsed dict.""" + collection_json = { + "type": "FeatureCollection", + "id": "test-collection", + "features": [ + { + "type": "Feature", + "stac_version": "1.0.0", + "id": "item1", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": {} + } + ] + } + + json_file = tmp_path / "collection.json" + with open(json_file, 'w') as f: + json.dump(collection_json, f) + + main(str(json_file), str(tmp_path / "output")) + + mock_dispatch.assert_called_once() + call_args = mock_dispatch.call_args + assert call_args[0][0] == collection_json + assert call_args[1]['output_dir'] == str(tmp_path / "output") From da20df4f94be3a97418bf1a4128c77e5b7330efe Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Thu, 30 Apr 2026 14:35:03 -0700 Subject: [PATCH 37/46] Preserve STAC metadata (extra_fields, extensions) during asset staging (#4) * Preserve STAC extra_fields and extensions during asset staging stage_in.py was silently dropping stac_extensions and extra_fields from localized items, and dropping title, description, roles, and extra_fields from localized assets. This caused all per-asset metadata (e.g. eo:bands, custom extension fields) to be lost in the output catalog. https://claude.ai/code/session_01CqBXmoE7bujUKkwRbXnMaa * Use item.clone() instead of manually copying fields Simpler and future-proof: deep-copy the source item to preserve all metadata, clear remote links, then only overwrite the asset href with the local downloaded path. Failed asset downloads are removed from the cloned item rather than silently omitted. https://claude.ai/code/session_01CqBXmoE7bujUKkwRbXnMaa * test: Add comprehensive tests for STAC metadata preservation - Fix stage_in.py to explicitly preserve extra_fields after clone (pystac.clone() preserves stac_extensions but loses extra_fields) - Add 7 new tests in TestStacMetadataPreservation class: * test_extra_fields_preserved: verify custom fields in item.extra_fields * test_extra_fields_survive_serialization: verify extra_fields in to_dict() * test_stac_extensions_preserved: verify stac_extensions list preserved * test_stac_extensions_empty_list_preserved: edge case for empty list * test_original_item_dict_not_mutated: verify deep copy doesn't mutate input * test_links_cleared_and_self_href_reset: verify remote links replaced * test_self_href_set_to_local_path: verify local path set correctly All tests verify intended behavior from commits 71841b1 and cac56c4. All 36 tests pass (7 new + 29 existing). --------- Co-authored-by: Claude --- stage_in.py | 18 ++-- tests/test_stage_in.py | 194 ++++++++++++++++++++++++++++++++++++++++- 2 files changed, 201 insertions(+), 11 deletions(-) diff --git a/stage_in.py b/stage_in.py index d0b4979..af167c8 100644 --- a/stage_in.py +++ b/stage_in.py @@ -25,17 +25,15 @@ def _download_single_item(item_json_data, output_dir, parent_container): item_dir = os.path.join(output_dir, item.id) os.makedirs(item_dir, exist_ok=True) - local_item = pystac.Item( - id=item.id, - geometry=item.geometry, - bbox=item.bbox, - datetime=item.datetime, - properties=item.properties, - ) + # Deep-copy the item so all metadata (extra_fields, stac_extensions, etc.) is preserved, + # then replace remote links/hrefs with local paths. + local_item = item.clone() + # pystac.clone() preserves stac_extensions but not extra_fields, so restore them explicitly + local_item.extra_fields.update(item.extra_fields) + local_item.clear_links() local_item.set_self_href(str(pathlib.Path(item_dir).resolve())) print(f"Downloading assets for item: {item.id}") - # Download each asset for asset_key, asset in item.assets.items(): href = asset.href print(f" Downloading asset '{asset_key}': {os.path.basename(href)}") @@ -43,10 +41,10 @@ def _download_single_item(item_json_data, output_dir, parent_container): dest = maap.downloadGranule(online_access_url=href, destination_path=os.path.dirname(item_dir), overwrite=True) print("Download complete") - local_asset = pystac.Asset(href=f"{os.path.basename(dest)}", media_type=asset.media_type) - local_item.add_asset(asset_key, local_asset) + local_item.assets[asset_key].href = os.path.basename(dest) except Exception as e: print(f" Error downloading {asset_key}: {e}") + local_item.assets.pop(asset_key, None) local_item.make_asset_hrefs_relative() parent_container.add_item(local_item) diff --git a/tests/test_stage_in.py b/tests/test_stage_in.py index 7b6b2d1..98f4ed7 100644 --- a/tests/test_stage_in.py +++ b/tests/test_stage_in.py @@ -361,9 +361,201 @@ def test_zero_assets_no_download_calls(self, mock_download, tmp_path): mock_download.assert_not_called() +class TestStacMetadataPreservation: + """Test preservation of STAC metadata during item cloning and local staging.""" + + @patch('stage_in.maap.downloadGranule') + def test_extra_fields_preserved(self, mock_download, tmp_path): + """Extra fields (non-standard STAC properties) should be preserved via clone() and explicit update.""" + mock_download.return_value = str(tmp_path / "test-item-meta" / "asset.tif") + + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "id": "test-item-meta", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": { + "data": {"href": "https://example.com/data.tif", "type": "image/tiff"} + }, + "custom_field": "custom_value", + "another_custom": {"nested": "object"} + } + + parent_container = Mock() + result = _download_single_item(item_json, str(tmp_path), parent_container) + + # Extra fields should be preserved in the returned item + assert result.extra_fields.get("custom_field") == "custom_value" + assert result.extra_fields.get("another_custom") == {"nested": "object"} + + @patch('stage_in.maap.downloadGranule') + def test_extra_fields_survive_serialization(self, mock_download, tmp_path): + """Extra fields should survive to_dict() serialization for JSON output.""" + mock_download.return_value = str(tmp_path / "test-item-meta" / "asset.tif") + + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "id": "test-item-meta", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": { + "data": {"href": "https://example.com/data.tif", "type": "image/tiff"} + }, + "custom_field": "custom_value", + "license": "CC-BY-4.0" + } + + parent_container = Mock() + result = _download_single_item(item_json, str(tmp_path), parent_container) + + # When serialized to dict, extra_fields should be present at top level + result_dict = result.to_dict() + assert result_dict.get("custom_field") == "custom_value" + assert result_dict.get("license") == "CC-BY-4.0" + + @patch('stage_in.maap.downloadGranule') + def test_stac_extensions_preserved(self, mock_download, tmp_path): + """stac_extensions list should be preserved during clone.""" + mock_download.return_value = str(tmp_path / "test-item-meta" / "asset.tif") + + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "stac_extensions": [ + "https://stac-extensions.github.io/eo/v1.0.0/schema.json", + "https://stac-extensions.github.io/sar/v0.9.0/schema.json" + ], + "id": "test-item-meta", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": { + "data": {"href": "https://example.com/data.tif", "type": "image/tiff"} + } + } + + parent_container = Mock() + result = _download_single_item(item_json, str(tmp_path), parent_container) + + assert result.stac_extensions == [ + "https://stac-extensions.github.io/eo/v1.0.0/schema.json", + "https://stac-extensions.github.io/sar/v0.9.0/schema.json" + ] + + @patch('stage_in.maap.downloadGranule') + def test_stac_extensions_empty_list_preserved(self, mock_download, tmp_path): + """Empty stac_extensions list should be preserved.""" + mock_download.return_value = str(tmp_path / "test-item-meta" / "asset.tif") + + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "stac_extensions": [], + "id": "test-item-meta", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": { + "data": {"href": "https://example.com/data.tif", "type": "image/tiff"} + } + } + + parent_container = Mock() + result = _download_single_item(item_json, str(tmp_path), parent_container) + + assert result.stac_extensions == [] + + @patch('stage_in.maap.downloadGranule') + def test_original_item_dict_not_mutated(self, mock_download, tmp_path): + """The input item_json dict should not be mutated by clone().""" + mock_download.return_value = str(tmp_path / "test-item-meta" / "asset.tif") + + original_href = "https://example.com/data.tif" + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "id": "test-item-meta", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": { + "data": {"href": original_href, "type": "image/tiff"} + } + } + + parent_container = Mock() + _download_single_item(item_json, str(tmp_path), parent_container) + + # Input dict should retain original remote href + assert item_json["assets"]["data"]["href"] == original_href + + @patch('stage_in.maap.downloadGranule') + def test_links_cleared_and_self_href_reset(self, mock_download, tmp_path): + """Remote links should be cleared and replaced with local self href.""" + mock_download.return_value = str(tmp_path / "test-item-meta" / "asset.tif") + + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "id": "test-item-meta", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [ + {"rel": "self", "href": "https://example.com/item.json", "type": "application/json"}, + {"rel": "parent", "href": "https://example.com/parent.json", "type": "application/json"} + ], + "assets": { + "data": {"href": "https://example.com/data.tif", "type": "image/tiff"} + } + } + + parent_container = Mock() + result = _download_single_item(item_json, str(tmp_path), parent_container) + + # After clear_links() and set_self_href(), only one self link should remain pointing locally + assert len(result.links) == 1 + assert result.links[0].rel == "self" + assert "example.com" not in result.links[0].target + + @patch('stage_in.maap.downloadGranule') + def test_self_href_set_to_local_path(self, mock_download, tmp_path): + """Self href should be set to the resolved absolute path of /.""" + mock_download.return_value = str(tmp_path / "test-item-meta" / "asset.tif") + + item_json = { + "type": "Feature", + "stac_version": "1.0.0", + "id": "test-item-meta", + "geometry": {"type": "Point", "coordinates": [0, 0]}, + "bbox": [0, 0, 1, 1], + "properties": {"datetime": "2023-01-01T00:00:00Z"}, + "links": [], + "assets": { + "data": {"href": "https://example.com/data.tif", "type": "image/tiff"} + } + } + + parent_container = Mock() + result = _download_single_item(item_json, str(tmp_path), parent_container) + + expected_self_href = str((tmp_path / "test-item-meta").resolve()) + actual_self_href = result.get_self_href() + assert actual_self_href == expected_self_href + + class TestSingleItemCatalogAssembly: """Test download_stac_item_assets_from_json() catalog assembly.""" - + @patch('stage_in.maap.downloadGranule') @patch('pystac.Catalog.save') def test_output_directory_created(self, mock_save, mock_download, tmp_path): From de42e17efaee96cebbbaf0f4ef6fabe6348ad7fe Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 5 May 2026 10:42:29 -0700 Subject: [PATCH 38/46] feat(stage_in): Add intelligent asset routing for S3 and DAAC downloads Introduce _download_asset() helper that routes downloads based on URL type: - MAAP S3 buckets (s3://maap-*) use boto3 client directly - All other URLs (DAAC, non-MAAP S3) fall back to maap.downloadGranule() This optimizes downloads for MAAP-hosted assets while maintaining compatibility with external sources. Add comprehensive routing tests covering all three cases. --- stage_in.py | 20 +++++++++++++++++-- tests/test_stage_in.py | 45 ++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 63 insertions(+), 2 deletions(-) diff --git a/stage_in.py b/stage_in.py index af167c8..784ff95 100644 --- a/stage_in.py +++ b/stage_in.py @@ -3,12 +3,29 @@ import json # Import the json library import argparse import pathlib +import boto3 from datetime import datetime from maap.maap import MAAP maap = MAAP() +def _download_asset(href, destination_path): + """Route asset download: MAAP S3 buckets use boto3, everything else uses maap.downloadGranule.""" + if href.startswith("s3://maap-"): + parts = href[5:].split("/", 1) + bucket, key = parts[0], parts[1] + filename = os.path.basename(key) + dest = os.path.join(destination_path, filename) + boto3.client("s3").download_file(bucket, key, dest) + return dest + return maap.downloadGranule( + online_access_url=href, + destination_path=destination_path, + overwrite=True, + ) + + def _download_single_item(item_json_data, output_dir, parent_container): """ Downloads assets for a single STAC item and adds it to the parent container. @@ -38,8 +55,7 @@ def _download_single_item(item_json_data, output_dir, parent_container): href = asset.href print(f" Downloading asset '{asset_key}': {os.path.basename(href)}") try: - dest = maap.downloadGranule(online_access_url=href, destination_path=os.path.dirname(item_dir), - overwrite=True) + dest = _download_asset(href, os.path.dirname(item_dir)) print("Download complete") local_item.assets[asset_key].href = os.path.basename(dest) except Exception as e: diff --git a/tests/test_stage_in.py b/tests/test_stage_in.py index 98f4ed7..41cb2d1 100644 --- a/tests/test_stage_in.py +++ b/tests/test_stage_in.py @@ -15,6 +15,7 @@ download_stac_assets_from_json, _build_collection, _download_single_item, + _download_asset, download_stac_item_assets_from_json, download_stac_collection_assets_from_json, main @@ -827,3 +828,47 @@ def test_feature_collection_json_file_parsed_and_dispatched(self, mock_dispatch, call_args = mock_dispatch.call_args assert call_args[0][0] == collection_json assert call_args[1]['output_dir'] == str(tmp_path / "output") + + +class TestAssetRouting: + """Test _download_asset() routes to boto3 vs maap.downloadGranule based on URL.""" + + @patch('stage_in.boto3') + @patch('stage_in.maap') + def test_maap_s3_url_uses_boto3(self, mock_maap, mock_boto3, tmp_path): + href = "s3://maap-data-store/path/to/file.tif" + mock_s3 = MagicMock() + mock_boto3.client.return_value = mock_s3 + mock_s3.download_file.side_effect = lambda b, k, d: open(d, 'w').close() + + dest = _download_asset(href, str(tmp_path)) + + mock_boto3.client.assert_called_once_with("s3") + mock_s3.download_file.assert_called_once_with("maap-data-store", "path/to/file.tif", str(tmp_path / "file.tif")) + mock_maap.downloadGranule.assert_not_called() + assert dest == str(tmp_path / "file.tif") + + @patch('stage_in.boto3') + @patch('stage_in.maap') + def test_daac_url_uses_maap_download_granule(self, mock_maap, mock_boto3): + href = "https://daac.gsfc.nasa.gov/data/file.tif" + mock_maap.downloadGranule.return_value = "/local/file.tif" + + dest = _download_asset(href, "/local") + + mock_maap.downloadGranule.assert_called_once_with( + online_access_url=href, destination_path="/local", overwrite=True + ) + mock_boto3.client.assert_not_called() + assert dest == "/local/file.tif" + + @patch('stage_in.boto3') + @patch('stage_in.maap') + def test_non_maap_s3_url_falls_through_to_maap(self, mock_maap, mock_boto3): + href = "s3://some-other-bucket/data/file.tif" + mock_maap.downloadGranule.return_value = "/local/file.tif" + + _download_asset(href, "/local") + + mock_maap.downloadGranule.assert_called_once() + mock_boto3.client.assert_not_called() From 096baf1971271593853129ebbf91b3d8eec8d339 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 5 May 2026 11:07:56 -0700 Subject: [PATCH 39/46] feat: Use cwl_summary listing to resolve stale STAC asset hrefs MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Add _collect_files_from_listing() to recursively extract files from cwltool summary - Modify parse_cwl_summary() to also build {basename → absolute_path} map from listing - Modify walk_stac_catalog_2() to: * Accept optional file_map from cwl_summary * Use file_map to resolve stale cwltool temp paths (e.g. /fSjDeF/) * Compute relative hrefs from item.json's own directory (not projected item_dir) * Write corrected asset hrefs back to item.json on disk - Modify extract_stac_metadata() to accept and pass file_map to walk_stac_catalog_2 - Modify stage_out_outputs() to unpack file_map and thread it through This eliminates the need to glob or guess when resolving asset paths. The cwl_summary already has exact paths for all files. Asset hrefs are now: 1. Resolved using the file_map (for cwltool temp paths) 2. Made relative to the item.json's actual directory 3. Written back to the item.json file so they're persisted --- stage_out.py | 81 ++++++++++++++++++++++++++++++++++------------------ 1 file changed, 53 insertions(+), 28 deletions(-) diff --git a/stage_out.py b/stage_out.py index cb0cdc4..cf3a652 100644 --- a/stage_out.py +++ b/stage_out.py @@ -25,7 +25,7 @@ _JSON_OUTPUT_MODE = False -def walk_stac_catalog_2(catalog_path: str) -> Dict[str, Any]: +def walk_stac_catalog_2(catalog_path: str, file_map: Optional[Dict[str, str]] = None) -> Dict[str, Any]: # Initialize catalog_data dictionary catalog_data = {} @@ -161,15 +161,10 @@ def walk_stac_catalog_2(catalog_path: str) -> Dict[str, Any]: # Add to items list items.append(item_metadata) - # Calculate item directory path for relative asset href calculations - # (directories will be created in process_outputs.py if --create-item-metadata is enabled) - item_dir = os.path.join(catalog_dir, item.id) - - # Update asset hrefs to be relative to the new item_dir location # Get the directory where the original item.json is located original_item_dir = os.path.dirname(item_link.target) - # Update each asset's href to be relative to the new item_dir + # Update each asset's href to be relative to the item.json's own directory for asset_key, asset in item.assets.items(): original_href = asset.href @@ -178,22 +173,28 @@ def walk_stac_catalog_2(catalog_path: str) -> Dict[str, Any]: LOGGER.info(f" Skipping remote asset: {original_href}") continue - # Resolve the asset's absolute path from the original item location - if os.path.isabs(original_href): - # Already absolute path - asset_absolute_path = original_href + # Resolve the asset's absolute path + basename = os.path.basename(original_href) + if file_map and basename in file_map: + # Use exact path from cwltool summary listing (no stale temp paths) + actual_path = file_map[basename] + LOGGER.info(f" Resolved '{asset_key}' via summary map: {actual_path}") + elif os.path.isabs(original_href): + # Fallback: use absolute path as-is + actual_path = original_href else: - # Relative path - resolve from original item.json location - asset_absolute_path = os.path.abspath( + # Fallback: resolve relative path from original item.json location + actual_path = os.path.abspath( os.path.join(original_item_dir, original_href) ) - # Calculate new relative path from item_dir to the asset - new_relative_href = os.path.relpath(asset_absolute_path, item_dir) + # Calculate relative path from item.json's own directory + asset.href = os.path.relpath(actual_path, original_item_dir) + LOGGER.info(f" Updated asset '{asset_key}': {original_href} -> {asset.href}") - # Update the asset href - asset.href = new_relative_href - LOGGER.info(f" Updated asset '{asset_key}': {original_href} -> {new_relative_href}") + # Write corrected hrefs back to item.json on disk + with open(item_link.target, 'w') as f: + json.dump(item.to_dict(), f, indent=2) conversion_results.append({ "item_id": item.id, @@ -331,9 +332,20 @@ def resolve_output_paths(cwl_outputs: List[CommandOutputParameter]) -> Dict[str, return output_paths -def parse_cwl_summary(summary_file_path: str) -> Dict[str, Dict[str, Any]]: +def _collect_files_from_listing(listing: list) -> Dict[str, str]: + """Recursively build {basename: absolute_path} from a cwltool listing.""" + file_map = {} + for entry in listing or []: + if entry.get('class') == 'File' and entry.get('path'): + file_map[entry['basename']] = entry['path'] + elif entry.get('class') == 'Directory': + file_map.update(_collect_files_from_listing(entry.get('listing', []))) + return file_map + + +def parse_cwl_summary(summary_file_path: str) -> tuple: """ - Parse cwltool --write-summary JSON output to extract output paths and metadata. + Parse cwltool --write-summary JSON output to extract output paths and a file map. Replaces the need for parse_cwl_outputs() + resolve_output_paths() when the cwltool summary is available. @@ -342,9 +354,11 @@ def parse_cwl_summary(summary_file_path: str) -> Dict[str, Dict[str, Any]]: summary_file_path: Path to the cwltool summary JSON file Returns: - Dictionary mapping output IDs to their resolved paths and metadata, - in the same format as resolve_output_paths(): - {output_id: {'path': str, 'type': str, 'is_directory': bool}} + Tuple of (output_paths, file_map): + - output_paths: Dict mapping output IDs to their resolved paths and metadata: + {output_id: {'path': str, 'type': str, 'is_directory': bool}} + - file_map: Dict mapping basename to absolute path for all files in listing: + {basename: absolute_path} """ LOGGER.info(f"Parsing cwltool summary: {summary_file_path}") @@ -380,8 +394,16 @@ def parse_cwl_summary(summary_file_path: str) -> Dict[str, Dict[str, Any]]: 'is_directory': is_directory } + # Build file map from all listings (recursively) + file_map = {} + for output_data in summary.values(): + if output_data.get('class') == 'File' and output_data.get('path'): + file_map[output_data['basename']] = output_data['path'] + file_map.update(_collect_files_from_listing(output_data.get('listing', []))) + LOGGER.info(f"Parsed {len(output_paths)} output(s) from cwltool summary") - return output_paths + LOGGER.info(f"Built file map with {len(file_map)} files from cwltool summary") + return output_paths, file_map def is_stac_catalog(directory_path: str) -> bool: @@ -414,12 +436,13 @@ def is_stac_catalog(directory_path: str) -> bool: return False -def extract_stac_metadata(output_dir: str) -> Optional[Dict[str, Any]]: +def extract_stac_metadata(output_dir: str, file_map: Optional[Dict[str, str]] = None) -> Optional[Dict[str, Any]]: """ Extract comprehensive STAC metadata from an output directory Args: output_dir: Path to output directory containing catalog.json + file_map: Optional dict mapping basename to absolute path (from cwltool summary) Returns: Dictionary with complete STAC catalog metadata or None if not a STAC catalog @@ -445,7 +468,7 @@ def extract_stac_metadata(output_dir: str) -> Optional[Dict[str, Any]]: return None # Walk the catalog and extract metadata - catalog_metadata = walk_stac_catalog_2(catalog_file) + catalog_metadata = walk_stac_catalog_2(catalog_file, file_map=file_map) if not catalog_metadata: return None catalog_metadata = catalog_metadata['catalog_data'] @@ -483,11 +506,12 @@ def stage_out_outputs(cwl_file_path: str, base_output_dir: str = "output", summa LOGGER.info(f"Fallback output dir: {base_output_dir}") outputs_list = [] + file_map = {} # Initialize empty file_map for fallback paths # Use cwltool summary if available, otherwise fall back to CWL parsing if summary_file and os.path.exists(summary_file): LOGGER.info(f"Using cwltool summary: {summary_file}") - output_paths = parse_cwl_summary(summary_file) + output_paths, file_map = parse_cwl_summary(summary_file) else: if summary_file: LOGGER.warning(f"Summary file not found: {summary_file}, falling back to CWL parsing") @@ -509,6 +533,7 @@ def stage_out_outputs(cwl_file_path: str, base_output_dir: str = "output", summa # Resolve actual output paths output_paths = resolve_output_paths(cwl_outputs) + # file_map stays empty dict for fallback path if not output_paths: LOGGER.warning("No output files found, falling back to default behavior") @@ -539,7 +564,7 @@ def stage_out_outputs(cwl_file_path: str, base_output_dir: str = "output", summa } # Extract STAC metadata if this is a directory that's a STAC catalog if is_directory: - stac_metadata = extract_stac_metadata(output_dir) + stac_metadata = extract_stac_metadata(output_dir, file_map=file_map) if stac_metadata: output_dict['stac_metadata'] = stac_metadata LOGGER.info(f" STAC: {stac_metadata['stac_object_type']} - {stac_metadata['description']}") From 1092cf2030ed620a50d87bb6c1a5de5762fbe898 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 5 May 2026 11:10:54 -0700 Subject: [PATCH 40/46] refactor: Rename walk_stac_catalog_2 to extract_stac_catalog_metadata --- stage_out.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/stage_out.py b/stage_out.py index cf3a652..db84a6e 100644 --- a/stage_out.py +++ b/stage_out.py @@ -25,7 +25,7 @@ _JSON_OUTPUT_MODE = False -def walk_stac_catalog_2(catalog_path: str, file_map: Optional[Dict[str, str]] = None) -> Dict[str, Any]: +def extract_stac_catalog_metadata(catalog_path: str, file_map: Optional[Dict[str, str]] = None) -> Dict[str, Any]: # Initialize catalog_data dictionary catalog_data = {} @@ -468,7 +468,7 @@ def extract_stac_metadata(output_dir: str, file_map: Optional[Dict[str, str]] = return None # Walk the catalog and extract metadata - catalog_metadata = walk_stac_catalog_2(catalog_file, file_map=file_map) + catalog_metadata = extract_stac_catalog_metadata(catalog_file, file_map=file_map) if not catalog_metadata: return None catalog_metadata = catalog_metadata['catalog_data'] From 92878f53c950a06db2104c7fab301cd57081e357 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 5 May 2026 12:52:19 -0700 Subject: [PATCH 41/46] fix(stage_out): fix NameErrors and bare except in extract_stac_catalog_metadata MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - item_dir → original_item_dir in success result dict - item.id → item_id (safe fallback) in except block, including append call - Initialize item = None before try so except block never references undefined var - Remove leftover debug = 1 assignment - Bare except: → except Exception: to avoid swallowing SystemExit/KeyboardInterrupt --- stage_out.py | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/stage_out.py b/stage_out.py index db84a6e..d297a11 100644 --- a/stage_out.py +++ b/stage_out.py @@ -88,7 +88,6 @@ def extract_stac_catalog_metadata(catalog_path: str, file_map: Optional[Dict[str if os.path.isabs(each.target): continue each.target = os.path.join(catalog_dir, each.target) - debug = 1 for link in all_links: # Check if link exists locally if not os.path.exists(link.target): @@ -127,6 +126,7 @@ def extract_stac_catalog_metadata(catalog_path: str, file_map: Optional[Dict[str # Process each STAC Item for item_link in item_links: + item = None try: item = Item.from_file(item_link.target) @@ -199,14 +199,15 @@ def extract_stac_catalog_metadata(catalog_path: str, file_map: Optional[Dict[str conversion_results.append({ "item_id": item.id, "status": "success", - "item_dir": item_dir + "item_dir": original_item_dir }) except Exception as item_error: - error_msg = f"Failed to process STAC Item '{item.id}': {str(item_error)}" + item_id = item.id if item is not None else item_link.target + error_msg = f"Failed to process STAC Item '{item_id}': {str(item_error)}" LOGGER.exception(f"ERROR: {error_msg}") conversion_results.append({ - "item_id": item.id, + "item_id": item_id, "status": "error", "error": error_msg }) @@ -464,7 +465,7 @@ def extract_stac_metadata(output_dir: str, file_map: Optional[Dict[str, str]] = data = json.load(f) if 'type' not in data or data['type'] not in ['Catalog', 'Collection']: return None - except: + except Exception: return None # Walk the catalog and extract metadata From 9f5ce92357c4834d9008196c721d69691f0e7210 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Fri, 8 May 2026 11:10:23 -0700 Subject: [PATCH 42/46] fix(stage_in): download each asset into its own asset_key subdirectory Assets from a single STAC item were all downloaded flat into output_dir, causing silent overwrites when two assets shared the same basename (e.g. FULL-O3-B01 and FULL-O3-B02 both named AIRS_Aqua_L2-O3_*.nc). Assets now land in // subdirectories. Forward slashes in asset keys are replaced with underscores to prevent path traversal. --- stage_in.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/stage_in.py b/stage_in.py index 784ff95..4a502d0 100644 --- a/stage_in.py +++ b/stage_in.py @@ -55,9 +55,11 @@ def _download_single_item(item_json_data, output_dir, parent_container): href = asset.href print(f" Downloading asset '{asset_key}': {os.path.basename(href)}") try: - dest = _download_asset(href, os.path.dirname(item_dir)) + asset_dir = os.path.join(item_dir, asset_key.replace("/", "_")) + os.makedirs(asset_dir, exist_ok=True) + dest = _download_asset(href, asset_dir) print("Download complete") - local_item.assets[asset_key].href = os.path.basename(dest) + local_item.assets[asset_key].href = os.path.join(asset_key.replace("/", "_"), os.path.basename(dest)) except Exception as e: print(f" Error downloading {asset_key}: {e}") local_item.assets.pop(asset_key, None) From 6e76144a795b5a74f54029ea0b7507c8eadc7df2 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Fri, 8 May 2026 18:15:34 -0700 Subject: [PATCH 43/46] fix(stage_in): set self_href to item JSON file path so asset hrefs are relative to item directory pystac's make_asset_hrefs_relative() uses the parent of self_href as the base when resolving paths. Setting self_href to the directory (no filename) caused it to escape the item directory, producing ../asset_key/file.nc instead of asset_key/file.nc. --- stage_in.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/stage_in.py b/stage_in.py index 4a502d0..509adc9 100644 --- a/stage_in.py +++ b/stage_in.py @@ -48,7 +48,7 @@ def _download_single_item(item_json_data, output_dir, parent_container): # pystac.clone() preserves stac_extensions but not extra_fields, so restore them explicitly local_item.extra_fields.update(item.extra_fields) local_item.clear_links() - local_item.set_self_href(str(pathlib.Path(item_dir).resolve())) + local_item.set_self_href(str(pathlib.Path(item_dir).resolve() / f"{item.id}.json")) print(f"Downloading assets for item: {item.id}") for asset_key, asset in item.assets.items(): From 478c7b7f19d27367c6bcb093fb50ec6cf593150d Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 12 May 2026 17:11:27 -0700 Subject: [PATCH 44/46] refactor(dps_wrapper): organize cwltool temporary files and improve logging - Create dedicated cwltool_tmp directory instead of using PWD - Add --quiet flag to reduce verbose output - Add --timestamps flag for better timing visibility - Separates temporary files from working directory for cleaner output --- dps_wrapper.sh | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/dps_wrapper.sh b/dps_wrapper.sh index fb1fca5..910fbee 100644 --- a/dps_wrapper.sh +++ b/dps_wrapper.sh @@ -15,9 +15,11 @@ aws s3 cp "$CWL_FILE" . CWL_FILE=$(basename "$CWL_FILE") # Create inputs.yml from hysds context for input to cwltool command python /app/create_inputs.py $CWL_FILE - -cwltool --disable-color --no-read-only --preserve-environment MAAP_PGT --preserve-environment MAAP_API_HOST \ - --cidfile-dir $PWD --tmpdir-prefix $PWD --log-dir ${PWD} \ +CWLTOOL_TMP_DIR="$PWD/cwltool_tmp" +mkdir -p $CWLTOOL_TMP_DIR +cwltool --quiet --disable-color --no-read-only --timestamps \ + --preserve-environment MAAP_PGT --preserve-environment MAAP_API_HOST \ + --cidfile-dir $PWD --tmpdir-prefix $CWLTOOL_TMP_DIR --log-dir ${PWD} \ --write-summary ${PWD}/cwl_summary.json \ ${CWL_FILE} inputs.yml || (tail -n 20 _stderr.txt > _alt_traceback.txt && exit 1) From 2ce4ed35a18a536e776942da0c2e8b0d31260090 Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Thu, 14 May 2026 10:39:26 -0700 Subject: [PATCH 45/46] Update cwltool command to leave temporary directory --- dps_wrapper.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dps_wrapper.sh b/dps_wrapper.sh index 910fbee..72edadb 100644 --- a/dps_wrapper.sh +++ b/dps_wrapper.sh @@ -17,7 +17,7 @@ CWL_FILE=$(basename "$CWL_FILE") python /app/create_inputs.py $CWL_FILE CWLTOOL_TMP_DIR="$PWD/cwltool_tmp" mkdir -p $CWLTOOL_TMP_DIR -cwltool --quiet --disable-color --no-read-only --timestamps \ +cwltool --quiet --disable-color --no-read-only --timestamps --leave-tmpdir \ --preserve-environment MAAP_PGT --preserve-environment MAAP_API_HOST \ --cidfile-dir $PWD --tmpdir-prefix $CWLTOOL_TMP_DIR --log-dir ${PWD} \ --write-summary ${PWD}/cwl_summary.json \ From 2027b35ca9d90f60782ccd4e13471e28d63d114a Mon Sep 17 00:00:00 2001 From: Sujen Shah Date: Tue, 16 Jun 2026 10:35:07 -0700 Subject: [PATCH 46/46] feat(create_inputs): support s3:// URIs in load_json_from_uri and document caching rationale --- create_inputs.py | 27 +++++++++++++++++++++++++-- 1 file changed, 25 insertions(+), 2 deletions(-) diff --git a/create_inputs.py b/create_inputs.py index 4206418..839e6d1 100644 --- a/create_inputs.py +++ b/create_inputs.py @@ -10,6 +10,8 @@ import urllib.parse import stage_in import requests +import boto3 +from botocore.exceptions import BotoCoreError, ClientError def get_id_from_uri(uri): @@ -92,9 +94,26 @@ def convert_value_to_cwl_type(value, cwl_type_str): def load_json_from_uri(uri): + parsed = urllib.parse.urlparse(uri) + + if parsed.scheme == "s3": + bucket = parsed.netloc + key = parsed.path.lstrip("/") + try: + s3 = boto3.client("s3") + response = s3.get_object(Bucket=bucket, Key=key) + return json.loads(response["Body"].read()) + except (BotoCoreError, ClientError) as e: + print(f"S3 error: {e}") + return None + except ValueError as e: + print(f"Failed to parse JSON: {e}") + return None + + # http / https try: response = requests.get(uri) - response.raise_for_status() # Raise error for bad status codes + response.raise_for_status() return response.json() except requests.exceptions.RequestException as e: print(f"Request error: {e}") @@ -178,7 +197,11 @@ def map_inputs_from_context(job_inputs: dict, cwl_inputs: [CommandInputParameter if base_type == "Directory": print("Encountered STAC input, localizing assets.") - # STAC input can be either a Feature (STAC Item) or FeatureCollection (STAC Collection) + # Load STAC JSON directly from the URI rather than using the HySDS-localized copy. + # HySDS caches localized files by URI path — if the JSON content changes at the same + # URI, HySDS serves the stale cached version. Fetching from the URI at runtime + # guarantees we always get the current content. + # TODO: Update the HySDS spec builder to not map this input as a localize field. stac_json = load_json_from_uri(job_inputs.get(input_name)) output_dir = str(pathlib.Path(input_name).resolve()) stage_in.download_stac_assets_from_json(stac_json, output_dir)