[ PROMPT_NODE_25664 ]
PDF Processing Pro Tables
[ SKILL_DOCUMENTATION ]
# PDF 表格提取指南
针对生产环境的高级表格提取策略。
## 目录
- 基础表格提取
- 多页表格
- 复杂表格结构
- 导出格式
- 表格检测算法
- 自定义提取规则
- 性能优化
- 生产环境示例
## 基础表格提取
### 使用 pdfplumber (推荐)
python
import pdfplumber
with pdfplumber.open("report.pdf") as pdf:
page = pdf.pages[0]
tables = page.extract_tables()
for i, table in enumerate(tables):
print(f"nTable {i + 1}:")
for row in table:
print(row)
### 使用内置脚本
bash
python scripts/extract_tables.py report.pdf --output tables.csv
输出:
csv
Name,Age,City
John Doe,30,New York
Jane Smith,25,Los Angeles
Bob Johnson,35,Chicago
## 表格提取策略
### 策略 1: 自动检测
让 pdfplumber 自动检测表格:
python
import pdfplumber
with pdfplumber.open("document.pdf") as pdf:
for page_num, page in enumerate(pdf.pages, 1):
tables = page.extract_tables()
if tables:
print(f"Found {len(tables)} table(s) on page {page_num}")
for table_num, table in enumerate(tables, 1):
print(f"nTable {table_num}:")
# 第一行通常是表头
headers = table[0]
print(f"Columns: {headers}")
# 数据行
for row in table[1:]:
print(row)
### 策略 2: 自定义表格设置
通过自定义设置微调检测:
python
import pdfplumber
table_settings = {
"vertical_strategy": "lines", # 或 "text", "lines_strict"
"horizontal_strategy": "lines",
"explicit_vertical_lines": [],
"explicit_horizontal_lines": [],
"snap_tolerance": 3,
"join_tolerance": 3,
"edge_min_length": 3,
"min_words_vertical": 3,
"min_words_horizontal": 1,
"keep_blank_chars": False,
"text_tolerance": 3,
"text_x_tolerance": 3,
"text_y_tolerance": 3,
"intersection_tolerance": 3
}
with pdfplumber.open("document.pdf") as pdf:
page = pdf.pages[0]
tables = page.extract_tables(table_settings=table_settings)
### 策略 3: 显式边界
手动定义表格边界:
python
import pdfplumber
with pdfplumber.open("document.pdf") as pdf:
page = pdf.pages[0]
# 定义边界框 (x0, top, x1, bottom)
bbox = (50, 100, 5