stock-data-skill
OpenClaw Skill for stock data analysis
Extract structured data from IFC (Industry Foundation Classes) files using IfcOpenShell. Parse BIM models, extract quantities, properties, spatial relationships, and export to various formats.
请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。
SkillHub CLI
skillhub install datadrivenconstruction/ifc-data-extraction打开来源仓库,查看说明和兼容环境后,按来源提供的命令或步骤安装。
将来源链接提供给你的 Agent,让它先读取说明、核对依赖,并向你说明将执行的安装步骤。
This skill provides comprehensive IFC file parsing and data extraction using IfcOpenShell. Extract element data, quantities, properties, and relationships from BIM models for analysis and reporting.
Based on Open BIM Standards - Working with vendor-neutral IFC format for maximum interoperability.
"IFC является открытым стандартом для обмена BIM-данными, позволяющим извлекать информацию независимо от программного обеспечения." — DDC Methodology
import ifcopenshell
import ifcopenshell.util.element as element_util
import pandas as pd
# Open IFC file
ifc = ifcopenshell.open("model.ifc")
# Get project info
project = ifc.by_type("IfcProject")[0]
print(f"Project: {project.Name}")
# Extract all walls
walls = ifc.by_type("IfcWall")
print(f"Total walls: {len(walls)}")
# Get wall data
wall_data = []
for wall in walls:
psets = element_util.get_psets(wall)
wall_data.append({
'GlobalId': wall.GlobalId,
'Name': wall.Name,
'Type': wall.is_a(),
'Level': get_level(wall),
'Properties': psets
})
df = pd.DataFrame(wall_data)
print(df.head())
import ifcopenshell
import ifcopenshell.util.element as element_util
import ifcopenshell.util.placement as placement_util
import ifcopenshell.geom
import pandas as pd
from typing import List, Dict, Optional, Any
class IFCExtractor:
"""Extract data from IFC files"""
def __init__(self, ifc_path: str):
self.model = ifcopenshell.open(ifc_path)
self.settings = ifcopenshell.geom.settings()
def get_project_info(self) -> Dict:
"""Extract project metadata"""
project = self.model.by_type("IfcProject")[0]
site = self.model.by_type("IfcSite")
building = self.model.by_type("IfcBuilding")
return {
'project_id':...
这些信息来自收录时的来源分析,可能滞后;使用前请核对最新来源文件。
# IFC Data Extraction
## Overview
This skill provides comprehensive IFC file parsing and data extraction using IfcOpenShell. Extract element data, quantities, properties, and relationships from BIM models for analysis and reporting.
**Based on Open BIM Standards** - Working with vendor-neutral IFC format for maximum interoperability.
> "IFC является открытым стандартом для обмена BIM-данными, позволяющим извлекать информацию независимо от программного обеспечения."
> — DDC Methodology
## Quick Start
```python
import ifcopenshell
import ifcopenshell.util.element as element_util
import pandas as pd
# Open IFC file
ifc = ifcopenshell.open("model.ifc")
# Get project info
project = ifc.by_type("IfcProject")[0]
print(f"Project: {project.Name}")
# Extract all walls
walls = ifc.by_type("IfcWall")
print(f"Total walls: {len(walls)}")
# Get wall data
wall_data = []
for wall in walls:
psets = element_util.get_psets(wall)
wall_data.append({
'GlobalId': wall.GlobalId,
'Name': wall.Name,
'Type': wall.is_a(),
'Level': get_level(wall),
'Properties': psets
})
df = pd.DataFrame(wall_data)
print(df.head())
```
## Core Extraction Functions
### Element Extractor Class
```python
import ifcopenshell
import ifcopenshell.util.element as element_util
import ifcopenshell.util.placement as placement_util
import ifcopenshell.geom
import pandas as pd
from typing import List, Dict, Optional, Any
class IFCExtractor:
"""Extract data from IFC files"""
def __init__(self, ifc_path: str):
self.model = ifcopenshell.open(ifc_path)
self.settings = ifcopenshell.geom.settings()
def get_project_info(self) -> Dict:
"""Extract project metadata"""
project = self.model.by_type("IfcProject")[0]
site = self.model.by_type("IfcSite")
building = self.model.by_type("IfcBuilding")
return {
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