From 2bc176a8013f48aac48f28532647e0d9c7d4c46c Mon Sep 17 00:00:00 2001 From: M-Jafarkhani Date: Wed, 4 Feb 2026 17:54:03 +0100 Subject: [PATCH 1/5] Fix issue 55 --- .github/workflows/run-benchmark.yml | 46 ++++--- benchmarks/common/provenance.py | 3 +- benchmarks/common/upload_provenance.py | 6 +- benchmarks/notebooks/RoCrate.ipynb | 171 +++++-------------------- environment_benchmarks.yml | 2 +- 5 files changed, 61 insertions(+), 167 deletions(-) diff --git a/.github/workflows/run-benchmark.yml b/.github/workflows/run-benchmark.yml index 3f37170..546edb1 100644 --- a/.github/workflows/run-benchmark.yml +++ b/.github/workflows/run-benchmark.yml @@ -129,34 +129,32 @@ jobs: shell: bash -l {0} continue-on-error: true run: | - LOG_FILE=rohub_upload_error.log - - # Run Python and capture all stdout+stderr - python benchmarks/common/upload_provenance.py \ - --provenance_folderpath "./${SNAKEMAKE_RESULT_FILE}.zip" \ - --benchmark_name "linear-elastic-plate-with-hole" \ - --username "${{ secrets.ROHUB_USERNAME }}" \ - --password "${{ secrets.ROHUB_PASSWORD }}" \ - 2>&1 | tee "$LOG_FILE" - - PYTHON_EXIT_CODE=${PIPESTATUS[0]} - - # Check exit code: 0 = failure, 1 = success (per your convention) - if [ $PYTHON_EXIT_CODE -eq 0 ]; then - echo "=== RoHub upload failed — see log below ===" - cat "$LOG_FILE" + LOG_FILE="${GITHUB_WORKSPACE}/rohub_upload_error.log" + + # Run Python and capture stdout+stderr + OUTPUT="$( + python benchmarks/common/upload_provenance.py \ + --provenance_folderpath "./${SNAKEMAKE_RESULT_FILE}.zip" \ + --benchmark_name "linear-elastic-plate-with-hole" \ + --username "${{ secrets.ROHUB_USERNAME }}" \ + --password "${{ secrets.ROHUB_PASSWORD }}" \ + 2>&1 + )" + PYTHON_EXIT_CODE=$? + + # Standard convention: 0 = success, non-zero = failure + if [ "$PYTHON_EXIT_CODE" -eq 0 ]; then + echo "RoHub upload succeeded" + rm -f "$LOG_FILE" || true else - echo "✅ RoHub upload succeeded" - rm -f "$LOG_FILE" + echo "=== RoHub upload failed — writing log to $LOG_FILE ===" + printf '%s\n' "$OUTPUT" | tee "$LOG_FILE" fi - # Export exit code for subsequent steps if needed - echo "python_exit_code=$PYTHON_EXIT_CODE" >> $GITHUB_ENV - - name: Upload RoHub error log - if: ${{ env.python_exit_code == '0' }} + if: always() uses: actions/upload-artifact@v4 with: name: rohub-upload-error-log - path: rohub_upload_error.log - + path: ${{ github.workspace }}/rohub_upload_error.log + if-no-files-found: ignore diff --git a/benchmarks/common/provenance.py b/benchmarks/common/provenance.py index 05a8a76..97a85cc 100644 --- a/benchmarks/common/provenance.py +++ b/benchmarks/common/provenance.py @@ -151,7 +151,6 @@ def build_dynamic_query(self, parameters, metrics, tools=None, named_graph=None) PREFIX schema: PREFIX rdfs: PREFIX m4i: - PREFIX ssn: SELECT {select_vars} ?tool_name WHERE {{ @@ -273,4 +272,4 @@ def validate_provenance(self): for issue in result.get_issues() ) - print("RO-Crate is valid!") + print("RO-Crate is valid!") \ No newline at end of file diff --git a/benchmarks/common/upload_provenance.py b/benchmarks/common/upload_provenance.py index 188b965..f11ac43 100644 --- a/benchmarks/common/upload_provenance.py +++ b/benchmarks/common/upload_provenance.py @@ -199,11 +199,11 @@ def main(): args = parse_args() try: run(args) - sys.exit(1) + sys.exit(0) except Exception as error: - print("⚠️ RoHub upload failed:") + print("RoHub upload failed:") print(error) - sys.exit(0) + sys.exit(1) if __name__ == "__main__": diff --git a/benchmarks/notebooks/RoCrate.ipynb b/benchmarks/notebooks/RoCrate.ipynb index 2a9cb7f..c42151c 100644 --- a/benchmarks/notebooks/RoCrate.ipynb +++ b/benchmarks/notebooks/RoCrate.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 17, + "execution_count": 1, "metadata": {}, "outputs": [ { @@ -18,7 +18,7 @@ "Requirement already satisfied: tzdata>=2022.7 in /opt/anaconda3/lib/python3.12/site-packages (from pandas->rohub) (2023.3)\n", "Requirement already satisfied: charset_normalizer<4,>=2 in /opt/anaconda3/lib/python3.12/site-packages (from requests->rohub) (3.4.4)\n", "Requirement already satisfied: idna<4,>=2.5 in /opt/anaconda3/lib/python3.12/site-packages (from requests->rohub) (3.11)\n", - "Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/anaconda3/lib/python3.12/site-packages (from requests->rohub) (2.6.2)\n", + "Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/anaconda3/lib/python3.12/site-packages (from requests->rohub) (2.6.3)\n", "Requirement already satisfied: certifi>=2017.4.17 in /opt/anaconda3/lib/python3.12/site-packages (from requests->rohub) (2026.1.4)\n", "Requirement already satisfied: six>=1.5 in /opt/anaconda3/lib/python3.12/site-packages (from python-dateutil>=2.8.2->pandas->rohub) (1.17.0)\n" ] @@ -30,7 +30,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -40,32 +40,36 @@ "import os\n", "import pandas as pd\n", "\n", - "module_path = os.path.abspath(os.path.join('..', 'common'))\n", + "common_path = os.path.abspath(os.path.join('..', 'common'))\n", + "benchmark_path = os.path.abspath(os.path.join('..', 'linear-elastic-plate-with-hole'))\n", "\n", - "if module_path not in sys.path:\n", - " sys.path.append(module_path)\n", + "if common_path not in sys.path:\n", + " sys.path.append(common_path)\n", "\n", + "if benchmark_path not in sys.path:\n", + " sys.path.append(benchmark_path)\n", + " \n", "import provenance\n", "from generate_config import workflow_config\n" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ - "USE_DEVELOPMENT_VERSION = False" + "USE_DEVELOPMENT_VERSION = True" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "if USE_DEVELOPMENT_VERSION:\n", - " rohub.settings.API_URL = \"https://rohub2020-rohub.apps.paas-dev.psnc.pl/api/\"\n", + " rohub.settings.API_URL = \"ttps://rohub2020-devel.apps.bst2.paas.psnc.pl/api/\"\n", " rohub.settings.KEYCLOAK_CLIENT_ID = \"rohub2020-cli\"\n", " rohub.settings.KEYCLOAK_CLIENT_SECRET = \"714617a7-87bc-4a88-8682-5f9c2f60337d\"\n", " rohub.settings.KEYCLOAK_URL = \"https://keycloak-dev.apps.paas-dev.psnc.pl/auth/realms/rohub/protocol/openid-connect/token\"\n", @@ -86,7 +90,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Logged successfully as mahdi.jafarkhani@tik.uni-stuttgart.de.\n" + "Logged successfully as mahdi.jafarkhani@gmail.com.\n" ] } ], @@ -99,25 +103,7 @@ }, { "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trying to confirm status of the job. It can take a while...\n" - ] - } - ], - "source": [ - "zip_path = \"/Users/mahdi/Downloads/metadata4ing_provenance.zip\"\n", - "resources_from_zip = rohub.ros_upload(path_to_zip=zip_path)" - ] - }, - { - "cell_type": "code", - "execution_count": 28, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -127,38 +113,14 @@ }, { "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Research Object was successfully loaded with id = 5b8eae99-5f8b-4124-9eb6-05a64860819e\n" - ] - } - ], - "source": [ - "RO = rohub.ros_load(\"5b8eae99-5f8b-4124-9eb6-05a64860819e\")\n", - "annotation_json = [\n", - "\t{\n", - "\t\t\"property\": ANNOTATION_PREDICATE,\n", - "\t\t\"value\": ANNOTATION_OBJECT\n", - "\t}\n", - "]\n", - "add_annotations_result = RO.add_annotations(body_specification_json=annotation_json)" - ] - }, - { - "cell_type": "code", - "execution_count": 32, + "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "UUIDs: ['5b8eae99-5f8b-4124-9eb6-05a64860819e']\n" + "UUIDs: ['f4f6ad90-f007-49ab-b04e-0b9760c3da73', 'b6342f2a-6963-4fb1-8b79-2ff3753f12df']\n" ] } ], @@ -170,7 +132,7 @@ "}}\n", "\"\"\"\n", "\n", - "uuid_result = rohub.query_sparql_endpoint(UUID_QUERY)\n", + "uuid_result = rohub.query_sparql_endpoint(UUID_QUERY, endpoint_url=rohub.settings.SPARQL_ENDPOINT)\n", "uuids = []\n", "\n", "if not uuid_result.empty:\n", @@ -183,29 +145,22 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[5b8eae99-5f8b-4124-9eb6-05a64860819e] Found Named Graph: https://w3id.org/ro-id/5b8eae99-5f8b-4124-9eb6-05a64860819e/.ro/annotations/eb1512d5-cb3b-47ba-93e6-fcc2863f6e39.ttl\n" - ] - } - ], + "outputs": [], "source": [ "named_graphs = {}\n", "\n", "for UUID in uuids:\n", + " RO_ID_BASE = \"ro-id-dev\" if USE_DEVELOPMENT_VERSION else \"ro-id\"\n", " NAMED_GRAPH_QUERY = f\"\"\"\n", " PREFIX schema: \n", " SELECT ?graph WHERE {{\n", - " GRAPH ?graph {{ a schema:Dataset . }}\n", + " GRAPH ?graph {{ a schema:Dataset . }}\n", " }}\n", " \"\"\"\n", "\n", - " named_graph_result = rohub.query_sparql_endpoint(NAMED_GRAPH_QUERY)\n", + " named_graph_result = rohub.query_sparql_endpoint(NAMED_GRAPH_QUERY, endpoint_url=rohub.settings.SPARQL_ENDPOINT)\n", "\n", " if not named_graph_result.empty:\n", " graph_iri = named_graph_result.iloc[0][\"graph\"]\n", @@ -218,7 +173,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -227,20 +182,9 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "parameters = [\"element-size\", \"element-order\", \"element-degree\"]\n", "metrics = [\"max_von_mises_stress_nodes\"]\n", @@ -250,7 +194,7 @@ "\n", "for uuid, named_graph in named_graphs.items():\n", " query_string = analyzer.build_dynamic_query(parameters, metrics, tools, named_graph)\n", - " result = rohub.query_sparql_endpoint(query_string)\n", + " result = rohub.query_sparql_endpoint(query_string, endpoint_url=rohub.settings.SPARQL_ENDPOINT)\n", " if not result.empty:\n", " result[\"element_order\"] = pd.to_numeric(\n", " result[\"element_order\"], errors=\"coerce\"\n", @@ -286,27 +230,9 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" - ] - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "parameters = [\"element-size\", \"element-order\", \"element-degree\"]\n", "metrics = [\"max_von_mises_stress_gauss_points\"]\n", @@ -352,20 +278,9 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "parameters = [\"element-size\", \"element-order\", \"element-degree\"]\n", "metrics = [\"max_von_mises_stress_nodes\"]\n", @@ -411,27 +326,9 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" - ] - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "parameters = [\"element-size\", \"element-order\", \"element-degree\"]\n", "metrics = [\"max_von_mises_stress_gauss_points\"]\n", diff --git a/environment_benchmarks.yml b/environment_benchmarks.yml index 0e36b3a..db6f890 100644 --- a/environment_benchmarks.yml +++ b/environment_benchmarks.yml @@ -11,4 +11,4 @@ dependencies: - conda - pip - pip: - - "git+https://github.com/izus-fokus/snakemake-report-plugin-metadata4ing@v1.2.3#egg=snakemake-report-plugin-metadata4ing" \ No newline at end of file + - "git+https://github.com/izus-fokus/snakemake-report-plugin-metadata4ing@v1.2.5#egg=snakemake-report-plugin-metadata4ing" \ No newline at end of file From a93a7be8948c6f844d6668490a8c70d0b6c288c1 Mon Sep 17 00:00:00 2001 From: M-Jafarkhani Date: Wed, 25 Feb 2026 16:30:47 +0100 Subject: [PATCH 2/5] Notebook Bug fix --- benchmarks/common/provenance.py | 6 +- benchmarks/notebooks/RoCrate.ipynb | 120 ++++++++++++++--------------- 2 files changed, 61 insertions(+), 65 deletions(-) diff --git a/benchmarks/common/provenance.py b/benchmarks/common/provenance.py index 97a85cc..2790777 100644 --- a/benchmarks/common/provenance.py +++ b/benchmarks/common/provenance.py @@ -124,7 +124,8 @@ def build_dynamic_query(self, parameters, metrics, tools=None, named_graph=None) ) # Tool block with optional filter - tool_block = "?method m4i:implementedByTool ?tool .\n?tool a schema:SoftwareApplication ;\n rdfs:label ?tool_name .\n" + tool_predicate = "ssn:implementedBy" if named_graph else "m4i:implementedByTool" + tool_block = f"?method {tool_predicate} ?tool .\n?tool a schema:SoftwareApplication ;\n rdfs:label ?tool_name .\n" if tools: filter_cond = " || ".join( f'CONTAINS(LCASE(?tool_name), "{t.lower()}")' for t in tools @@ -151,7 +152,8 @@ def build_dynamic_query(self, parameters, metrics, tools=None, named_graph=None) PREFIX schema: PREFIX rdfs: PREFIX m4i: - + PREFIX ssn: + SELECT {select_vars} ?tool_name WHERE {{ {where_block} diff --git a/benchmarks/notebooks/RoCrate.ipynb b/benchmarks/notebooks/RoCrate.ipynb index c42151c..2396de0 100644 --- a/benchmarks/notebooks/RoCrate.ipynb +++ b/benchmarks/notebooks/RoCrate.ipynb @@ -2,39 +2,19 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: rohub in /opt/anaconda3/lib/python3.12/site-packages (1.2.1)\n", - "Requirement already satisfied: requests in /opt/anaconda3/lib/python3.12/site-packages (from rohub) (2.32.5)\n", - "Requirement already satisfied: pandas in /opt/anaconda3/lib/python3.12/site-packages (from rohub) (2.2.2)\n", - "Requirement already satisfied: numpy>=1.26.0 in /opt/anaconda3/lib/python3.12/site-packages (from pandas->rohub) (1.26.4)\n", - "Requirement already satisfied: python-dateutil>=2.8.2 in /opt/anaconda3/lib/python3.12/site-packages (from pandas->rohub) (2.9.0.post0)\n", - "Requirement already satisfied: pytz>=2020.1 in /opt/anaconda3/lib/python3.12/site-packages (from pandas->rohub) (2024.1)\n", - "Requirement already satisfied: tzdata>=2022.7 in /opt/anaconda3/lib/python3.12/site-packages (from pandas->rohub) (2023.3)\n", - "Requirement already satisfied: charset_normalizer<4,>=2 in /opt/anaconda3/lib/python3.12/site-packages (from requests->rohub) (3.4.4)\n", - "Requirement already satisfied: idna<4,>=2.5 in /opt/anaconda3/lib/python3.12/site-packages (from requests->rohub) (3.11)\n", - "Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/anaconda3/lib/python3.12/site-packages (from requests->rohub) (2.6.3)\n", - "Requirement already satisfied: certifi>=2017.4.17 in /opt/anaconda3/lib/python3.12/site-packages (from requests->rohub) (2026.1.4)\n", - "Requirement already satisfied: six>=1.5 in /opt/anaconda3/lib/python3.12/site-packages (from python-dateutil>=2.8.2->pandas->rohub) (1.17.0)\n" - ] - } - ], + "outputs": [], "source": [ "!pip install rohub" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ - "\n", "import rohub\n", "import sys\n", "import os\n", @@ -55,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -64,7 +44,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -85,15 +65,7 @@ "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Logged successfully as mahdi.jafarkhani@gmail.com.\n" - ] - } - ], + "outputs": [], "source": [ "username = \"\"\n", "password = \"\"\n", @@ -103,7 +75,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -113,17 +85,9 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "UUIDs: ['f4f6ad90-f007-49ab-b04e-0b9760c3da73', 'b6342f2a-6963-4fb1-8b79-2ff3753f12df']\n" - ] - } - ], + "outputs": [], "source": [ "UUID_QUERY = f\"\"\"\n", "SELECT ?subject \n", @@ -165,15 +129,12 @@ " if not named_graph_result.empty:\n", " graph_iri = named_graph_result.iloc[0][\"graph\"]\n", " named_graphs[UUID] = graph_iri\n", - " print(f\"[{UUID}] Found Named Graph: {graph_iri}\")\n", - " else:\n", - " named_graphs[UUID] = None\n", - " print(f\"[{UUID}] No named graph found\")" + " print(f\"[{UUID}] Found Named Graph: {graph_iri}\")" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -186,7 +147,7 @@ "metadata": {}, "outputs": [], "source": [ - "parameters = [\"element-size\", \"element-order\", \"element-degree\"]\n", + "parameters = [\"element_size\", \"element_order\", \"element_degree\"]\n", "metrics = [\"max_von_mises_stress_nodes\"]\n", "tools = workflow_config[\"tools\"]\n", "\n", @@ -230,11 +191,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "parameters = [\"element-size\", \"element-order\", \"element-degree\"]\n", + "parameters = [\"element_size\", \"element_order\", \"element_degree\"]\n", "metrics = [\"max_von_mises_stress_gauss_points\"]\n", "tools = workflow_config[\"tools\"]\n", "\n", @@ -242,7 +214,7 @@ "\n", "for uuid, named_graph in named_graphs.items():\n", " query_string = analyzer.build_dynamic_query(parameters, metrics, tools, named_graph)\n", - " result = rohub.query_sparql_endpoint(query_string)\n", + " result = rohub.query_sparql_endpoint(query_string, endpoint_url=rohub.settings.SPARQL_ENDPOINT)\n", " if not result.empty:\n", " result[\"element_order\"] = pd.to_numeric(\n", " result[\"element_order\"], errors=\"coerce\"\n", @@ -278,11 +250,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "parameters = [\"element-size\", \"element-order\", \"element-degree\"]\n", + "parameters = [\"element_size\", \"element_order\", \"element_degree\"]\n", "metrics = [\"max_von_mises_stress_nodes\"]\n", "tools = workflow_config[\"tools\"]\n", "\n", @@ -290,7 +273,7 @@ "\n", "for uuid, named_graph in named_graphs.items():\n", " query_string = analyzer.build_dynamic_query(parameters, metrics, tools, named_graph)\n", - " result = rohub.query_sparql_endpoint(query_string)\n", + " result = rohub.query_sparql_endpoint(query_string, endpoint_url=rohub.settings.SPARQL_ENDPOINT)\n", " if not result.empty:\n", " result[\"element_order\"] = pd.to_numeric(\n", " result[\"element_order\"], errors=\"coerce\"\n", @@ -326,11 +309,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "parameters = [\"element-size\", \"element-order\", \"element-degree\"]\n", + "parameters = [\"element_size\", \"element_order\", \"element_degree\"]\n", "metrics = [\"max_von_mises_stress_gauss_points\"]\n", "tools = workflow_config[\"tools\"]\n", "\n", @@ -338,7 +332,7 @@ "\n", "for uuid, named_graph in named_graphs.items():\n", " query_string = analyzer.build_dynamic_query(parameters, metrics, tools, named_graph)\n", - " result = rohub.query_sparql_endpoint(query_string)\n", + " result = rohub.query_sparql_endpoint(query_string, endpoint_url=rohub.settings.SPARQL_ENDPOINT)\n", " if not result.empty:\n", " result[\"element_order\"] = pd.to_numeric(\n", " result[\"element_order\"], errors=\"coerce\"\n", From 72b980a316eecde84ae7e885b8d384710c93721c Mon Sep 17 00:00:00 2001 From: M-Jafarkhani Date: Thu, 5 Mar 2026 17:07:46 +0100 Subject: [PATCH 3/5] Only Fenics --- benchmarks/linear-elastic-plate-with-hole/generate_config.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/benchmarks/linear-elastic-plate-with-hole/generate_config.py b/benchmarks/linear-elastic-plate-with-hole/generate_config.py index d937455..794d6fe 100644 --- a/benchmarks/linear-elastic-plate-with-hole/generate_config.py +++ b/benchmarks/linear-elastic-plate-with-hole/generate_config.py @@ -39,7 +39,7 @@ def get_configuration(file): # Reverse mapping for easy lookup by configuration name configuration_to_parameter_file = {v: str(k) for k, v in configurations.items()} -tools = ["fenics", "kratos"] +tools = ["fenics"] benchmark = "linear-elastic-plate-with-hole" benchmark_uri = "https://portal.mardi4nfdi.de/wiki/Model:6775296" From 4988199211c8043142f71add32a92908d1625be3 Mon Sep 17 00:00:00 2001 From: M-Jafarkhani Date: Thu, 5 Mar 2026 17:18:19 +0100 Subject: [PATCH 4/5] Only Kratos --- benchmarks/linear-elastic-plate-with-hole/generate_config.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/benchmarks/linear-elastic-plate-with-hole/generate_config.py b/benchmarks/linear-elastic-plate-with-hole/generate_config.py index 794d6fe..e0ac0f7 100644 --- a/benchmarks/linear-elastic-plate-with-hole/generate_config.py +++ b/benchmarks/linear-elastic-plate-with-hole/generate_config.py @@ -39,7 +39,7 @@ def get_configuration(file): # Reverse mapping for easy lookup by configuration name configuration_to_parameter_file = {v: str(k) for k, v in configurations.items()} -tools = ["fenics"] +tools = ["kratos"] benchmark = "linear-elastic-plate-with-hole" benchmark_uri = "https://portal.mardi4nfdi.de/wiki/Model:6775296" From 369739ec86c4b493ed4d9e34740fcb87da0a8567 Mon Sep 17 00:00:00 2001 From: M-Jafarkhani Date: Thu, 5 Mar 2026 19:05:36 +0100 Subject: [PATCH 5/5] Revert Changes --- benchmarks/linear-elastic-plate-with-hole/generate_config.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/benchmarks/linear-elastic-plate-with-hole/generate_config.py b/benchmarks/linear-elastic-plate-with-hole/generate_config.py index e0ac0f7..d937455 100644 --- a/benchmarks/linear-elastic-plate-with-hole/generate_config.py +++ b/benchmarks/linear-elastic-plate-with-hole/generate_config.py @@ -39,7 +39,7 @@ def get_configuration(file): # Reverse mapping for easy lookup by configuration name configuration_to_parameter_file = {v: str(k) for k, v in configurations.items()} -tools = ["kratos"] +tools = ["fenics", "kratos"] benchmark = "linear-elastic-plate-with-hole" benchmark_uri = "https://portal.mardi4nfdi.de/wiki/Model:6775296"