| onescience_manifest_version: "0.1" |
| resource_type: dataset |
|
|
| resource: |
| id: OneScience/pdenneval |
| name: pdenneval |
| domain: cfd |
| domain_tags: [cfd, pde, pdebench, hdf5] |
| task: pdenneval_train_eval_dataset |
| task_tags: [train_data, eval_data, dataset_validation] |
| modalities: [gridded_field, pde_solution] |
| input_formats: [hdf5] |
| output_formats: [hdf5] |
| summary: PDENNEval 配套 HDF5 数据集，包含 2D Darcy Flow、1D Burgers 和 1D Advection 数据文件。 |
|
|
| platform_resource: |
| primary: |
| platform: modelscope |
| repo_id: OneScience/pdenneval |
| repo_type: dataset |
| url: https://modelscope.cn/datasets/OneScience/pdenneval |
| revision: main |
| readme_path: README.md |
| manifest_path: onescience_run_manifest.yaml |
| mirrors: [] |
| access: |
| visibility: public |
| license: unknown |
|
|
| website_integration: |
| enabled: true |
| click_target: |
| platform: modelscope |
| resource_url: https://modelscope.cn/datasets/OneScience/pdenneval |
| llm_handoff: |
| readme_required: true |
| manifest_required: true |
| download_readme_first: true |
| resolve_related_models: true |
| default_run_goal: dataset_validation |
| cwd_note: 如果使用 modelscope download --cache_dir 下载数据集，请先 cd 到实际下载后的数据集仓库根目录；模型侧将 ONESCIENCE_PDENNEVAL_DATA_DIR 指向本仓库 data 目录。 |
|
|
| runtime: |
| enabled: true |
| onescience_domain: cfd |
| min_onescience_version: null |
| supported_execution: [local_dataset_validation, model_training_input, model_evaluation_input] |
| environment: |
| exported_env: |
| ONESCIENCE_PDENNEVAL_DATA_DIR: <dataset_repo_root>/data |
| dependencies: |
| python: ">=3.10" |
| python_packages: [h5py, numpy, pyyaml] |
|
|
| onescience: |
| repo: https://gitee.com/onescience-ai/onescience |
| official_links: |
| gitee: |
| doc: https://gitee.com/onescience-ai/onescience-doc |
| onescience: https://gitee.com/onescience-ai/onescience |
| skills: https://gitee.com/onescience-ai/oneskills |
| github: |
| doc: https://github.com/onescience-ai/OneScience-doc |
| onescience: https://github.com/onescience-ai/OneScience |
| skills: https://github.com/onescience-ai/oneskills |
| install: |
| required_by_default: false |
| command: bash install.sh cfd |
| source_paths: |
| - onescience/src/onescience/datapipes/cfd/PDENNEval.py |
| compatibility: |
| examples_path: onescience/examples/cfd/PDENNEval |
| status: examples_compatible |
| datapipe: onescience.datapipes.cfd.PDENNEval |
|
|
| runtime_package: |
| kind: standard_runtime_package |
| package_root: . |
| standard_layout: |
| workdir: . |
| data_dir: data |
| metadata_dir: metadata |
| output_dir: validation_outputs |
| apply_policy: |
| mode: direct_use |
| target: session_workdir |
| overwrite: false |
| protect_installed_onescience: true |
| entry_files: |
| - data/2D_DarcyFlow_beta0.1_Train.hdf5 |
| - data/1D_Burgers_Sols_Nu0.001.hdf5 |
| - metadata/pdenneval_schema.json |
| - scripts/validate_pdenneval_dataset.py |
| - files_sha256.jsonl |
| entrypoints: |
| preflight: scripts/validate_pdenneval_dataset.py |
| validate: scripts/validate_pdenneval_dataset.py |
| inference: null |
| train: null |
| finetune: null |
| evaluate: null |
| visualize: null |
| deploy: null |
|
|
| files: |
| model_files: [] |
| dataset_files: |
| - path: data/2D_DarcyFlow_beta0.1_Train.hdf5 |
| role: train_eval_data |
| description_zh: 2D Darcy Flow HDF5 数据，包含 nu 系数场、tensor 解场和 x/y 坐标。 |
| required: true |
| required_for: [dataset_validation, train, evaluate] |
| source: {platform: modelscope, repo_id: OneScience/pdenneval, repo_type: dataset, download_method: command_ref, command_ref: commands.download.download_dataset} |
| local_path: data/2D_DarcyFlow_beta0.1_Train.hdf5 |
| sha256: 74bbdf8b5db9cfd36168b003114673261337fd0422fa492ab1cb0c79f5d157e8 |
| size: 1310724488 |
| - path: data/1D_Burgers_Sols_Nu0.001.hdf5 |
| role: train_eval_data |
| description_zh: 1D Burgers HDF5 数据，包含 tensor 解场、x 坐标和 t 坐标。 |
| required: true |
| required_for: [dataset_validation, train, evaluate] |
| source: {platform: modelscope, repo_id: OneScience/pdenneval, repo_type: dataset, download_method: command_ref, command_ref: commands.download.download_dataset} |
| local_path: data/1D_Burgers_Sols_Nu0.001.hdf5 |
| sha256: afeeed1c40ce01d2ba5e1702f4f66b6bf95c65943eb0e4847691e9a10d1cb50d |
| size: 8232968312 |
| - path: data/1D_Advection_Sols_beta1.0.hdf5 |
| role: supplemental_data |
| description_zh: 1D Advection 可读 HDF5 数据，当前不作为默认模型运行场景。 |
| required: false |
| required_for: [research_reference] |
| source: {platform: modelscope, repo_id: OneScience/pdenneval, repo_type: dataset, download_method: command_ref, command_ref: commands.download.download_dataset} |
| local_path: data/1D_Advection_Sols_beta1.0.hdf5 |
| sha256: 0ccd649b1d5ecca8a5ae417a506dec5ef57ea365f7bce46afa190d34fe02dcc7 |
| size: 4136968376 |
| - path: files_sha256.jsonl |
| role: file_size_sha256_inventory |
| description_zh: 标准化数据文件的大小和 SHA256 清单，用于完整性校验。 |
| required: true |
| required_for: [dataset_validation] |
| source: {platform: modelscope, repo_id: OneScience/pdenneval, repo_type: dataset, download_method: command_ref, command_ref: commands.download.download_dataset} |
| local_path: files_sha256.jsonl |
| - path: data_integrity_summary.json |
| role: source_to_standardized_integrity_summary |
| description_zh: 原始数据与标准化数据的文件名、大小、SHA256 对照摘要。 |
| required: true |
| required_for: [dataset_validation] |
| source: {platform: modelscope, repo_id: OneScience/pdenneval, repo_type: dataset, download_method: command_ref, command_ref: commands.download.download_dataset} |
| local_path: data_integrity_summary.json |
| config_files: |
| - path: metadata/pdenneval_schema.json |
| role: dataset_schema |
| description_zh: 描述 PDENNEval HDF5 文件、字段、shape、dtype 和默认模型配置关系。 |
| required: true |
| required_for: [dataset_validation, train, evaluate] |
| source: {platform: modelscope, repo_id: OneScience/pdenneval, repo_type: dataset, download_method: command_ref, command_ref: commands.download.download_dataset} |
| local_path: metadata/pdenneval_schema.json |
| sample_files: |
| - path: scripts/validate_pdenneval_dataset.py |
| role: dataset_validation_entry |
| description_zh: 数据集读取验证脚本，检查 HDF5 schema、可读性、文件大小和可选 SHA256。 |
| required: true |
| required_for: [dataset_validation] |
| source: {platform: modelscope, repo_id: OneScience/pdenneval, repo_type: dataset, download_method: command_ref, command_ref: commands.download.download_dataset} |
| local_path: scripts/validate_pdenneval_dataset.py |
|
|
| dataset: |
| format: [hdf5] |
| sample_unit: 一个 PDE case 的时空网格解场或系数场。 |
| schema: |
| path: metadata/pdenneval_schema.json |
| splits: |
| train: 由模型 datapipe 按配置内部切分。 |
| validation: 由模型 datapipe 按配置内部切分。 |
| test: null |
|
|
| relations: |
| required_datasets: [] |
| optional_datasets: [] |
| compatible_models: |
| - id: OneScience/PDENNEval |
| role: train_data |
| required_for: [preflight, train, evaluate] |
| resource_ref: |
| platform: modelscope |
| repo_id: OneScience/PDENNEval |
| repo_type: model |
| url: https://modelscope.cn/models/OneScience/PDENNEval |
| revision: main |
| readme_path: README.md |
| manifest_path: onescience_run_manifest.yaml |
| expected_local_path: session_workdir/data |
| expected_env: ONESCIENCE_PDENNEVAL_DATA_DIR |
|
|
| run_matrix: |
| scenarios: |
| - name: validate_hdf5_schema |
| capability: dataset_validation |
| default: true |
| required_datasets: |
| - id: OneScience/pdenneval |
| role: train_data |
| local_path: data |
| required_model_files: [] |
| required_dataset_files: |
| - data/2D_DarcyFlow_beta0.1_Train.hdf5 |
| - data/1D_Burgers_Sols_Nu0.001.hdf5 |
| - metadata/pdenneval_schema.json |
| preconditions: [当前工作目录为数据集仓库根目录。] |
| command_refs: [commands.preflight.validate_dataset] |
| outputs: |
| - "控制台输出 [OK] dataset validation completed" |
| - name: validate_integrity_full_hash |
| capability: dataset_validation |
| default: false |
| required_datasets: |
| - id: OneScience/pdenneval |
| role: train_data |
| local_path: data |
| required_model_files: [] |
| required_dataset_files: [files_sha256.jsonl, data/*.hdf5] |
| preconditions: [当前工作目录为数据集仓库根目录。] |
| command_refs: [commands.preflight.validate_dataset_full_hash] |
| outputs: |
| - "控制台输出 checksum manifest verified in size+sha256 mode" |
| - name: provide_to_pdenneval_model |
| capability: train |
| default: true |
| required_datasets: |
| - id: OneScience/pdenneval |
| role: train_data |
| local_path: data |
| required_model_files: [OneScience/PDENNEval:conf/fno_2d_darcy.yaml] |
| required_dataset_files: |
| - data/2D_DarcyFlow_beta0.1_Train.hdf5 |
| - data/1D_Burgers_Sols_Nu0.001.hdf5 |
| preconditions: |
| - 模型仓库 OneScience/PDENNEval 已下载。 |
| - 设置 ONESCIENCE_PDENNEVAL_DATA_DIR 为本仓库 data 目录。 |
| command_refs: [commands.prepare.export_dataset_env] |
| outputs: |
| - 模型侧 scripts/preflight_check.py 可以读取数据集。 |
|
|
| capabilities: |
| dataset_validation: true |
| train_input: true |
| evaluation_input: true |
| inference_input: false |
| preflight: true |
| inference: false |
| train: false |
| finetune: false |
| evaluate: false |
| visualize: false |
| deploy: false |
|
|
| commands: |
| download: |
| - name: download_dataset |
| command: modelscope download --dataset OneScience/pdenneval |
| cwd: session_workdir |
| - name: download_model |
| command: modelscope download --model OneScience/PDENNEval |
| cwd: session_workdir |
| prepare: |
| - name: export_dataset_env |
| command: export ONESCIENCE_PDENNEVAL_DATA_DIR=/path/to/OneScience/pdenneval/data |
| cwd: . |
| preflight: |
| - name: validate_dataset |
| command: python scripts/validate_pdenneval_dataset.py |
| cwd: . |
| - name: validate_dataset_full_hash |
| command: python scripts/validate_pdenneval_dataset.py --full-hash |
| cwd: . |
| inference: [] |
| train: [] |
| finetune: [] |
| evaluate: [] |
| visualize: [] |
| deploy: [] |
|
|
| expected_outputs: |
| - path: validation_outputs/ |
| type: directory |
| description_zh: 预留的数据读取验证输出目录；默认验证命令主要输出控制台 OK/FAIL。 |
|
|
| diagnostics: |
| - name: missing_hdf5 |
| match: "missing expected HDF5 file" |
| severity: error |
| fix_zh: 确认已完整下载 OneScience/pdenneval，并在数据集仓库根目录执行验证脚本。 |
| - name: hdf5_schema_mismatch |
| match: "missing dataset" |
| severity: error |
| fix_zh: 数据文件结构与 Manifest 不一致，重新下载或检查文件是否被替换。 |
| - name: checksum_mismatch |
| match: "sha256 mismatch" |
| severity: error |
| fix_zh: 文件内容与上传清单不一致，重新下载数据集。 |
| - name: dependency_missing |
| match: "ModuleNotFoundError" |
| severity: error |
| fix_zh: 安装 h5py、numpy 和 PyYAML。 |
|
|
| domain_extension: |
| cfd: |
| equation_families: [darcy_flow, burgers, advection] |
| benchmark_family: PDEBench |
| data_format: HDF5 |
| default_model: OneScience/PDENNEval |
| notes: |
| - 1D_Advection_Sols_beta1.0.hdf5 随包上传但不作为默认运行场景。 |
|
|
