| onescience_manifest_version: "0.1" |
| resource_type: dataset |
|
|
| resource: |
| id: OneScience/deepcfd |
| name: deepcfd |
| domain: cfd |
| domain_tags: |
| - cfd |
| - laminar_flow |
| - channel_flow |
| task: steady_laminar_flow_surrogate_dataset |
| task_tags: |
| - train_data |
| - eval_data |
| - inference_input |
| - dataset_validation |
| modalities: |
| - gridded_field |
| - signed_distance_field |
| - flow_solution |
| input_formats: |
| - pkl |
| output_formats: |
| - pkl |
| summary: DeepCFD 稳态层流代理建模数据集，包含 dataX.pkl 几何输入和 dataY.pkl CFD 真实解。 |
|
|
| platform_resource: |
| primary: |
| platform: modelscope |
| repo_id: OneScience/deepcfd |
| repo_type: dataset |
| url: https://modelscope.cn/datasets/OneScience/deepcfd |
| 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/deepcfd |
| 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_DEEPCFD_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_inference_input |
| environment: |
| exported_env: |
| ONESCIENCE_DEEPCFD_DATA_DIR: <dataset_repo_root>/data |
| dependencies: |
| python: ">=3.10" |
| python_packages: |
| - 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/deepcfd.py |
| compatibility: |
| examples_path: onescience/examples/cfd/DeepCFD |
| status: examples_compatible |
| datapipe: onescience.datapipes.cfd.DeepCFDDatapipe |
|
|
| 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/dataX.pkl |
| - data/dataY.pkl |
| - metadata/deepcfd_schema.json |
| - scripts/validate_deepcfd_dataset.py |
| - files_sha256.jsonl |
| entrypoints: |
| preflight: scripts/validate_deepcfd_dataset.py |
| validate: scripts/validate_deepcfd_dataset.py |
| inference: null |
| train: null |
| finetune: null |
| evaluate: null |
| visualize: null |
| deploy: null |
|
|
| files: |
| model_files: [] |
| dataset_files: |
| - path: data/dataX.pkl |
| role: input_geometry_and_sdf |
| description_zh: DeepCFD 输入数据，包含障碍物 SDF、流体区域标签和顶部/底部 SDF 三个通道。 |
| required: true |
| required_for: [dataset_validation, train, inference, evaluate] |
| source: |
| platform: modelscope |
| repo_id: OneScience/deepcfd |
| repo_type: dataset |
| download_method: command_ref |
| command_ref: commands.download.download_dataset |
| local_path: data/dataX.pkl |
| - path: data/dataY.pkl |
| role: cfd_solution |
| description_zh: DeepCFD 标签数据，包含 Ux、Uy、pressure 三个通道。 |
| required: true |
| required_for: [dataset_validation, train, inference, evaluate] |
| source: |
| platform: modelscope |
| repo_id: OneScience/deepcfd |
| repo_type: dataset |
| download_method: command_ref |
| command_ref: commands.download.download_dataset |
| local_path: data/dataY.pkl |
| - path: files_sha256.jsonl |
| role: file_size_sha256_inventory |
| description_zh: 整理后数据文件的大小和 SHA256 清单，用于完整性校验。 |
| required: true |
| required_for: [dataset_validation] |
| source: |
| platform: modelscope |
| repo_id: OneScience/deepcfd |
| 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: 原始数据与整理后数据的文件名、大小、SHA256 对照摘要。 |
| required: true |
| required_for: [dataset_validation] |
| source: |
| platform: modelscope |
| repo_id: OneScience/deepcfd |
| repo_type: dataset |
| download_method: command_ref |
| command_ref: commands.download.download_dataset |
| local_path: data_integrity_summary.json |
| config_files: |
| - path: metadata/deepcfd_schema.json |
| role: dataset_schema |
| description_zh: 描述 DeepCFD 数据文件角色、shape、dtype、通道和默认切分。 |
| required: true |
| required_for: [dataset_validation, train, inference] |
| source: |
| platform: modelscope |
| repo_id: OneScience/deepcfd |
| repo_type: dataset |
| download_method: command_ref |
| command_ref: commands.download.download_dataset |
| local_path: metadata/deepcfd_schema.json |
| sample_files: |
| - path: scripts/validate_deepcfd_dataset.py |
| role: dataset_validation_entry |
| description_zh: 数据集读取验证脚本，检查文件结构、shape、dtype、可读性和 SHA256。 |
| required: true |
| required_for: [dataset_validation] |
| source: |
| platform: modelscope |
| repo_id: OneScience/deepcfd |
| repo_type: dataset |
| download_method: command_ref |
| command_ref: commands.download.download_dataset |
| local_path: scripts/validate_deepcfd_dataset.py |
|
|
| relations: |
| required_datasets: [] |
| optional_datasets: [] |
| compatible_models: |
| - id: OneScience/DeepCFD |
| role: train_eval_inference_model |
| required_for: [train, inference, evaluate, visualize] |
| resource_ref: |
| platform: modelscope |
| repo_id: OneScience/DeepCFD |
| repo_type: model |
| url: https://modelscope.cn/models/OneScience/DeepCFD |
| revision: main |
| readme_path: README.md |
| manifest_path: onescience_run_manifest.yaml |
| expected_local_path: session_workdir/data |
| expected_env: ONESCIENCE_DEEPCFD_DATA_DIR |
|
|
| run_matrix: |
| scenarios: |
| - name: validate_structure |
| capability: dataset_validation |
| default: true |
| required_datasets: |
| - id: OneScience/deepcfd |
| role: train_eval_inference_data |
| local_path: data |
| required_model_files: [] |
| required_dataset_files: |
| - data/dataX.pkl |
| - data/dataY.pkl |
| - metadata/deepcfd_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/deepcfd |
| role: train_eval_inference_data |
| local_path: data |
| required_model_files: [] |
| required_dataset_files: |
| - files_sha256.jsonl |
| - data/dataX.pkl |
| - data/dataY.pkl |
| 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_deepcfd_model |
| capability: train |
| default: true |
| required_datasets: |
| - id: OneScience/deepcfd |
| role: train_data |
| local_path: data |
| required_model_files: |
| - OneScience/DeepCFD:conf/deepcfd.yaml |
| required_dataset_files: |
| - data/dataX.pkl |
| - data/dataY.pkl |
| preconditions: |
| - 模型仓库 OneScience/DeepCFD 已下载。 |
| - 设置 ONESCIENCE_DEEPCFD_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 |
| inference_input: true |
| evaluation_input: true |
| visualization_input: true |
| preflight: true |
| inference: false |
| train: false |
| finetune: false |
| evaluate: false |
| visualize: false |
| deploy: false |
|
|
| commands: |
| download: |
| - name: download_dataset |
| command: modelscope download --dataset OneScience/deepcfd |
| cwd: session_workdir |
| - name: download_model |
| command: modelscope download --model OneScience/DeepCFD |
| cwd: session_workdir |
| prepare: |
| - name: export_dataset_env |
| command: export ONESCIENCE_DEEPCFD_DATA_DIR=/path/to/OneScience_deepcfd/data |
| cwd: . |
| preflight: |
| - name: validate_dataset |
| command: python scripts/validate_deepcfd_dataset.py |
| cwd: . |
| - name: validate_dataset_full_hash |
| command: python scripts/validate_deepcfd_dataset.py --full-hash |
| cwd: . |
| inference: [] |
| train: [] |
| finetune: [] |
| evaluate: [] |
| visualize: [] |
| deploy: [] |
|
|
| expected_outputs: |
| - name: validate_dataset |
| paths: [] |
| success_criteria: |
| - 控制台输出 [OK] dataset validation completed |
| - name: validate_dataset_full_hash |
| paths: |
| - files_sha256.jsonl |
| success_criteria: |
| - 控制台输出 checksum manifest verified in size+sha256 mode: 2 files |
| - name: model_consumption |
| paths: [] |
| success_criteria: |
| - 模型包 scripts/preflight_check.py 通过数据路径和 schema 检查。 |
|
|
| diagnostics: |
| - name: missing_data_root |
| symptom: dataset data root does not exist |
| action: 确认当前目录为 OneScience/deepcfd 数据集仓库根目录，且 data 目录存在。 |
| - name: missing_pkl |
| symptom: unexpected data file set 或 missing required data file |
| action: 对照 files_sha256.jsonl 重新上传或重新下载缺失文件。 |
| - name: shape_mismatch |
| symptom: shape mismatch 或 dtype mismatch |
| action: 确认没有用其他 DeepCFD 数据覆盖当前文件。 |
| - name: checksum_mismatch |
| symptom: sha256 mismatch |
| action: 删除损坏文件后重新下载 OneScience/deepcfd。 |
| - name: model_cannot_find_data |
| symptom: 模型侧报告 ONESCIENCE_DEEPCFD_DATA_DIR is not set 或 Data files not found |
| action: 将 ONESCIENCE_DEEPCFD_DATA_DIR 设置为本仓库 data 目录，而不是仓库根目录。 |
|
|
| domain_extension: |
| cfd: |
| dataset_family: DeepCFD |
| physics: steady-state incompressible laminar flow |
| geometry: channel flow with obstacles |
| file_count: 2 |
| total_size_bytes: 319916204 |
| samples: 981 |
| grid_shape: [172, 79] |
| schema: |
| dataX: |
| shape: [981, 3, 172, 79] |
| dtype: float32 |
| channels: |
| - obstacle_surface_signed_distance |
| - fluid_region_label |
| - top_bottom_surface_signed_distance |
| dataY: |
| shape: [981, 3, 172, 79] |
| dtype: float32 |
| channels: |
| - Ux |
| - Uy |
| - pressure |
|
|
|
|
