| onescience_manifest_version: "0.1" |
| resource_type: dataset |
| resource: |
| id: OneScience/airfrans |
| name: airfrans |
| domain: cfd |
| domain_tags: |
| - cfd |
| - airfoil |
| - AirfRANS |
| task: airfoil_cfd_surrogate_dataset |
| task_tags: |
| - airfoil_design |
| - flow_field_prediction |
| - dataset_validation |
| modalities: |
| - unstructured_mesh |
| - vtk |
| input_formats: |
| - vtu |
| - vtp |
| - json |
| output_formats: [] |
| summary: AirfRANS 二维翼型 CFD 数据集标准包，适配 OneScience/Transolver-Airfoil-Design。 |
|
|
| platform_resource: |
| primary: |
| platform: modelscope |
| repo_id: OneScience/airfrans |
| repo_type: dataset |
| url: https://modelscope.cn/datasets/OneScience/airfrans |
| 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/airfrans |
| llm_handoff: |
| readme_required: true |
| manifest_required: true |
| download_readme_first: true |
| resolve_related_models: true |
| default_run_goal: minimal_validation |
| cwd_note: 如果使用 modelscope download --cache_dir 下载，请先 cd 到实际下载后的数据集仓库根目录；模型侧再把 ONESCIENCE_AIRFRANS_DATA_DIR 指向 data/Dataset。 |
|
|
| runtime: |
| enabled: true |
| onescience_domain: cfd |
| min_onescience_version: null |
| supported_execution: |
| - local |
| - local_slurm |
| - remote_slurm |
| - scnet_mcp |
| environment: |
| exported_env: |
| ONESCIENCE_AIRFRANS_DATA_DIR: <dataset_repo_root>/data/Dataset |
| dependencies: |
| python_packages: |
| - pyvista |
|
|
| 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: [] |
| compatibility: |
| examples_path: null |
| status: standard_first |
| datapipe: onescience.datapipes.cfd.AirfRANSDatapipe |
|
|
| runtime_package: |
| kind: standard_runtime_package |
| package_root: . |
| standard_layout: |
| workdir: . |
| config_dir: null |
| checkpoint_dir: null |
| data_dir: data/Dataset |
| output_dir: validation_outputs |
| apply_policy: |
| mode: direct_use |
| target: session_workdir |
| overwrite: false |
| protect_installed_onescience: true |
| entry_files: |
| - data/Dataset/manifest.json |
| - files_sha256.jsonl |
| - data_integrity_summary.json |
| - scripts/validate_airfrans_dataset.py |
| entrypoints: |
| preflight: scripts/validate_airfrans_dataset.py |
| inference: null |
| train: null |
| finetune: null |
| evaluate: null |
| visualize: null |
| deploy: null |
|
|
| files: |
| model_files: [] |
| dataset_files: |
| - id: split_manifest |
| path: data/Dataset/manifest.json |
| role: metadata |
| description_zh: AirfRANS 数据划分文件，包含 full、scarce、reynolds 和 aoa 等 split 名称列表。 |
| required: true |
| required_for: [preflight, train, inference, evaluate, visualize] |
| format: json |
| source: |
| platform: modelscope |
| repo_id: OneScience/airfrans |
| repo_type: dataset |
| path: data/Dataset/manifest.json |
| revision: main |
| url: null |
| download_method: command_ref |
| command_ref: commands.download.download_dataset_package |
| mirrors: [] |
| local_path: data/airfrans/data/Dataset/manifest.json |
| size: 187024 |
| checksum: 3d1320005bcf3d94df80df2bf8338dd6ce6d394c6beafa14849b4ce1de7def13 |
| large_file: false |
| - id: internal_vtu_files |
| path: data/Dataset/<case>/<case>_internal.vtu |
| role: train_split |
| description_zh: 每个翼型算例的体域非结构网格和流场变量文件。 |
| required: true |
| required_for: [train, inference, evaluate, visualize] |
| format: vtu |
| source: |
| platform: modelscope |
| repo_id: OneScience/airfrans |
| repo_type: dataset |
| path: data/Dataset/<case>/<case>_internal.vtu |
| revision: main |
| url: null |
| download_method: command_ref |
| command_ref: commands.download.download_dataset_package |
| mirrors: [] |
| local_path: data/airfrans/data/Dataset/<case>/<case>_internal.vtu |
| size: varies |
| checksum: files_sha256.jsonl |
| large_file: true |
| count: 1000 |
| - id: freestream_vtp_files |
| path: data/Dataset/<case>/<case>_freestream.vtp |
| role: metadata |
| description_zh: 每个翼型算例的来流边界条件 PolyData 文件。 |
| required: true |
| required_for: [preflight, train, inference, evaluate] |
| format: vtp |
| source: |
| platform: modelscope |
| repo_id: OneScience/airfrans |
| repo_type: dataset |
| path: data/Dataset/<case>/<case>_freestream.vtp |
| revision: main |
| url: null |
| download_method: command_ref |
| command_ref: commands.download.download_dataset_package |
| mirrors: [] |
| local_path: data/airfrans/data/Dataset/<case>/<case>_freestream.vtp |
| size: varies |
| checksum: files_sha256.jsonl |
| large_file: true |
| count: 1000 |
| - id: aerofoil_vtp_files |
| path: data/Dataset/<case>/<case>_aerofoil.vtp |
| role: train_split |
| description_zh: 每个翼型算例的表面网格和壁面变量文件。 |
| required: true |
| required_for: [train, inference, evaluate, visualize] |
| format: vtp |
| source: |
| platform: modelscope |
| repo_id: OneScience/airfrans |
| repo_type: dataset |
| path: data/Dataset/<case>/<case>_aerofoil.vtp |
| revision: main |
| url: null |
| download_method: command_ref |
| command_ref: commands.download.download_dataset_package |
| mirrors: [] |
| local_path: data/airfrans/data/Dataset/<case>/<case>_aerofoil.vtp |
| size: varies |
| checksum: files_sha256.jsonl |
| large_file: true |
| count: 1000 |
| - id: checksum_inventory |
| path: files_sha256.jsonl |
| role: metadata |
| description_zh: 标准化数据文件与原始数据文件的文件名、大小、SHA256 和 inode 一致性清单。 |
| required: true |
| required_for: [preflight] |
| format: jsonl |
| source: |
| platform: modelscope |
| repo_id: OneScience/airfrans |
| repo_type: dataset |
| path: files_sha256.jsonl |
| revision: main |
| url: null |
| download_method: command_ref |
| command_ref: commands.download.download_dataset_package |
| mirrors: [] |
| local_path: data/airfrans/files_sha256.jsonl |
| size: null |
| checksum: null |
| large_file: false |
| - id: validation_script |
| path: scripts/validate_airfrans_dataset.py |
| role: sample |
| description_zh: 数据结构、VTK schema、文件大小和可选 SHA256 完整性验证脚本。 |
| required: true |
| required_for: [preflight] |
| format: py |
| source: |
| platform: modelscope |
| repo_id: OneScience/airfrans |
| repo_type: dataset |
| path: scripts/validate_airfrans_dataset.py |
| revision: main |
| url: null |
| download_method: command_ref |
| command_ref: commands.download.download_dataset_package |
| mirrors: [] |
| local_path: data/airfrans/scripts/validate_airfrans_dataset.py |
| size: null |
| checksum: null |
| large_file: false |
| config_files: [] |
| sample_files: [] |
|
|
| dataset: |
| format: |
| - vtu |
| - vtp |
| - json |
| sample_unit: 一个翼型 CFD 算例目录，包含 internal.vtu、freestream.vtp 和 aerofoil.vtp 三个文件。 |
| schema: |
| path: data/Dataset/manifest.json |
| fields: |
| full_train: 800 |
| scarce_train: 200 |
| reynolds_train: 504 |
| aoa_train: 804 |
| full_test: 200 |
| reynolds_test: 496 |
| aoa_test: 196 |
| splits: |
| train: full_train |
| validation: 从 full_train 按模型配置 val_split_ratio=0.1 划分 |
| test: full_test |
|
|
| relations: |
| required_datasets: [] |
| optional_datasets: [] |
| compatible_models: |
| - id: OneScience/Transolver-Airfoil-Design |
| role: train_data |
| required_for: [preflight, train, inference, evaluate, visualize] |
| resource_ref: |
| platform: modelscope |
| repo_id: OneScience/Transolver-Airfoil-Design |
| repo_type: model |
| url: https://modelscope.cn/models/OneScience/Transolver-Airfoil-Design |
| revision: main |
| readme_path: README.md |
| manifest_path: onescience_run_manifest.yaml |
| expected_local_path: session_workdir/data/airfrans/data/Dataset |
| expected_model_env: ONESCIENCE_AIRFRANS_DATA_DIR |
| expected_model_config: conf/transolver_airfrans.yaml |
|
|
| run_matrix: |
| scenarios: |
| - name: minimal_validation |
| default: true |
| capability: preflight |
| required_datasets: |
| - id: OneScience/airfrans |
| role: train_data |
| local_path: data/airfrans/data/Dataset |
| required_model_files: [] |
| required_dataset_files: |
| - data/Dataset/manifest.json |
| - data/Dataset/<case>/<case>_internal.vtu |
| - data/Dataset/<case>/<case>_freestream.vtp |
| - data/Dataset/<case>/<case>_aerofoil.vtp |
| 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: full_hash_validation |
| capability: preflight |
| required_datasets: |
| - id: OneScience/airfrans |
| role: train_data |
| local_path: data/airfrans/data/Dataset |
| required_model_files: [] |
| required_dataset_files: |
| - files_sha256.jsonl |
| - data/Dataset/** |
| 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_transolver_model |
| capability: train_input |
| required_datasets: |
| - id: OneScience/airfrans |
| role: train_data |
| local_path: data/airfrans/data/Dataset |
| required_model_files: |
| - OneScience/Transolver-Airfoil-Design:conf/transolver_airfrans.yaml |
| required_dataset_files: |
| - data/Dataset/manifest.json |
| - data/Dataset/<case>/<case>_internal.vtu |
| - data/Dataset/<case>/<case>_aerofoil.vtp |
| preconditions: |
| - 模型仓库已下载。 |
| - 设置 ONESCIENCE_AIRFRANS_DATA_DIR 为本仓库 data/Dataset 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: |
| inference: false |
| train: false |
| finetune: false |
| evaluate: false |
| visualize: false |
| deploy: false |
| dataset_validation: true |
| train_input: true |
| inference_input: true |
| evaluation_input: true |
|
|
| commands: |
| download: |
| - name: download_dataset_package |
| description: 下载完整 AirfRANS 标准数据集包。 |
| target: dataset |
| repo_id: OneScience/airfrans |
| source: . |
| local_path: data/airfrans/ |
| required: true |
| required_for: [preflight, train, inference, evaluate, visualize] |
| command: modelscope download --dataset OneScience/airfrans |
| - name: download_model_package |
| description: 下载兼容模型标准运行包。 |
| target: model |
| repo_id: OneScience/Transolver-Airfoil-Design |
| source: . |
| local_path: session_workdir/ |
| required: false |
| required_for: [train, inference, evaluate, visualize] |
| command: modelscope download --model OneScience/Transolver-Airfoil-Design |
| preflight: |
| - name: validate_dataset |
| description: 校验 split manifest、算例文件结构和抽样 VTK schema。 |
| cwd: . |
| command: python scripts/validate_airfrans_dataset.py |
| required_files: |
| - data/Dataset/manifest.json |
| - scripts/validate_airfrans_dataset.py |
| required_env: [] |
| expected_outputs: |
| - path: stdout |
| type: text |
| success_criteria: |
| - exit_code == 0 |
| - stdout_contains: "[OK] dataset validation completed" |
| - name: validate_dataset_full_hash |
| description: 对 files_sha256.jsonl 中的全部文件执行大小和 SHA256 校验。 |
| cwd: . |
| command: python scripts/validate_airfrans_dataset.py --full-hash |
| required_files: |
| - data/Dataset/manifest.json |
| - files_sha256.jsonl |
| - scripts/validate_airfrans_dataset.py |
| required_env: [] |
| expected_outputs: |
| - path: stdout |
| type: text |
| success_criteria: |
| - exit_code == 0 |
| - stdout_contains: "checksum manifest verified in size+sha256 mode" |
| prepare: |
| - name: export_dataset_env |
| description: 为兼容模型设置数据目录环境变量。 |
| cwd: . |
| command: export ONESCIENCE_AIRFRANS_DATA_DIR=/path/to/OneScience_airfrans/data/Dataset |
| required_files: |
| - data/Dataset/manifest.json |
| required_env: [] |
| expected_outputs: |
| - path: shell_environment |
| type: environment |
| success_criteria: |
| - env_var_points_to_dataset |
| inference: [] |
| train: [] |
| finetune: [] |
| evaluate: [] |
| visualize: [] |
| deploy: [] |
|
|
| expected_outputs: |
| - id: dataset_validation_ok |
| path: stdout |
| type: text |
| description_zh: 输出 [OK] dataset validation completed。 |
| - id: full_hash_validation_ok |
| path: stdout |
| type: text |
| description_zh: 完整 SHA256 校验通过时输出 checksum manifest verified in size+sha256 mode。 |
|
|
| diagnostics: |
| - error_pattern: missing manifest.json |
| likely_cause: 当前目录不是数据集仓库根目录，或 data/Dataset 缺失。 |
| action: 切换到 OneScience/airfrans 下载后的仓库根目录，并确认 data/Dataset/manifest.json 存在。 |
| - error_pattern: missing required files |
| likely_cause: 算例目录缺少 internal.vtu、freestream.vtp 或 aerofoil.vtp。 |
| action: 对照 files_sha256.jsonl 重新上传或重新下载缺失算例目录。 |
| - error_pattern: sha256 mismatch |
| likely_cause: 文件损坏或下载不完整。 |
| action: 删除损坏文件后重新下载 OneScience/airfrans。 |
| - error_pattern: schema token |
| likely_cause: VTK 文件不是预期的 AirfRANS schema，或文件内容被替换。 |
| action: 使用 files_sha256.jsonl 校验并恢复原始文件。 |
| - error_pattern: ONESCIENCE_AIRFRANS_DATA_DIR |
| likely_cause: 模型侧未指向本仓库的 data/Dataset。 |
| action: 将 ONESCIENCE_AIRFRANS_DATA_DIR 设置为 OneScience/airfrans/data/Dataset。 |
|
|
| large_resource: |
| enabled: true |
| total_size: 15,033,455,903 bytes |
| file_count: 3001 |
| download_policy: on_demand |
| default_download: full_dataset_for_training |
| minimal_files: |
| - data/Dataset/manifest.json |
| - scripts/validate_airfrans_dataset.py |
| - files_sha256.jsonl |
| - 任意一个 manifest 引用算例目录中的三类 VTK 文件 |
| full_download: |
| command: modelscope download --dataset OneScience/airfrans |
| partial_download: |
| command: ModelScope CLI 如支持按文件下载时可按 files_sha256.jsonl 中的路径选择；否则使用完整下载。 |
|
|
| data_integrity: |
| source_path: cfd_dataset/Transolver-Airfoil-Design/Dataset |
| standardized_path: modelscope_standardized/dataset/cfd_airfrans/data/Dataset |
| file_count: 3001 |
| total_size_bytes: 15033455903 |
| sha256_inventory: files_sha256.jsonl |
| mismatch_count: 0 |
| storage_note: 标准化目录使用硬链接复用原始数据 inode，因此不额外占用 15GB 数据块；文件名、大小和 SHA256 与原始数据一致。 |
|
|
| domain_extension: |
| cfd: |
| geometry_type: 2D airfoil |
| mesh_type: unstructured |
| variables: |
| - implicit_distance |
| - velocity_U |
| - pressure_p |
| - turbulent_viscosity_nut |
| - wall_normals |
| - wall_shear_stress |
| metrics: |
| - relative_l2 |
| - mse |
| - force_coefficient_error |
| dataset_family: AirfRANS |
| case_count: 1000 |
| file_count: 3001 |
|
|
