blender
免费How to programmatically create, modify, and verify Blender 3D scenes using Python bpy (headless background mode, .blend files, render output). For setup-gen and reward-gen agents.
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How to programmatically create, modify, and verify LibreOffice Writer (.docx) files using Python python-docx. For setup-gen and reward-gen agents.
中文简介正在准备中。当前显示原文说明。
实测评分 未实测
查看安装方法安装前可以查看交给 AI 代理的指令内容。
This skill teaches setup-gen (create/modify docx) and reward-gen (read/verify docx) how to work with document files using pure Python code.
python-docxpip3 install python-docx PillowAfter generating /home/user/<task_id>_initial.docx, setup-gen should open it in LibreOffice Writer for the GUI agent.
CRITICAL VM LIMIT: GUI launches must set DISPLAY=:0.
import os
import shlex
import subprocess
import time
def launch_gui(command: str, delay_sec: float = 1.0):
env = os.environ.copy()
env["DISPLAY"] = ":0"
subprocess.Popen(
shlex.split(command),
stdout=subprocess.DEVNULL,
stderr=subprocess.DEVNULL,
env=env,
)
time.sleep(delay_sec)
launch_gui('libreoffice --writer "/home/user/<task_id>_initial.docx"', delay_sec=2.0)
Guidelines:
Popen) and short delays.from docx import Document
from docx.shared import Pt, Inches, RGBColor, Emu
from docx.enum.text import WD_PARAGRAPH_ALIGNMENT, WD_TAB_ALIGNMENT, WD_TAB_LEADER, WD_COLOR_INDEX
from docx.enum.section import WD_ORIENT, WD_SECTION_START
from docx.oxml.ns import qn
import shutil
doc = Document()
doc.add_heading("Title", level=0)
para = doc.add_paragraph("First paragraph.")
doc.add_paragraph("Bullet item", style="List Bullet")
doc.add_paragraph("Numbered item", style="List Number")
doc.save("/home/user/output.docx")
para = doc.add_paragraph()
run = para.add_run("Styled text")
run.bold = True
run.italic = True
run.underline = True
run.font.strike = True # strikethrough
run.font.name = "Times New Roman"
run.font.size = Pt(14)
run.font.color.rgb = RGBColor(0xFF, 0x00, 0x00)
run_sub = para.add_run("2")
run_sub.font.subscript = True # or .superscript = True
para = doc.add_paragraph("Centered")
para.paragraph_format.alignment = WD_PARAGRAPH_ALIGNMENT.CENTER # LEFT, RIGHT, JUSTIFY
para.paragraph_format.line_spacing = 2.0 # 1.0=single, 1.5, 2.0=double
para.paragraph_format.space_before = Pt(12)
para.paragraph_format.space_after = Pt(6)
para.paragraph_format.left_indent = Inches(0.5)
para.paragraph_format.first_line_indent = Inches(0.25)
para.paragraph_format.page_break_before = True
tab_stops = para.paragraph_format.tab_stops
tab_stops.add_tab_stop(Inches(2), WD_TAB_ALIGNMENT.LEFT)
tab_stops.add_tab_stop(Inches(3.5), WD_TAB_ALIGNMENT.CENTER)
tab_stops.add_tab_stop(Inches(6), WD_TAB_ALIGNMENT.RIGHT, WD_TAB_LEADER.DOTS)
para.add_run("Col1\tCol2\tCol3")
table = doc.add_table(rows=3, cols=4)
table.style = "Table Grid"
table.cell(0, 0).text = "Header"
# Formatted cell text
cell = table.cell(1, 0)
run = cell.paragraphs[0].add_run("Bold red")
run.bold = True
run.font.color.rgb = RGBColor(0xFF, 0x00, 0x00)
# Add row, merge cells
table.add_row().cells[0].text = "New row"
table.cell(0, 0).merge(table.cell(0, 1))
doc.add_picture("/home/user/image.png", width=Inches(4))
# In a table cell
run = table.cell(1, 2).paragraphs[0].add_run()
run.add_picture("/home/user/image.png", width=Inches(1.5))
doc.add_page_break() # simplest
# Or via run
run = para.add_run()
br = run._element.makeelement(qn('w:br'), {qn('w:type'): 'page'})
run._element.append(br)
section = doc.sections[0]
header = section.header
header.is_linked_to_previous = False
header.paragraphs[0].text = "Document Header"
footer = section.footer
footer.is_linked_to_previous = False
fp = footer.paragraphs[0]
fp.text = "Page "
# Page number field code
r1 = fp.add_run()
r1._element.append(r1._element.makeelement(qn('w:fldChar'), {qn('w:fldCharType'): 'begin'}))
r2 = fp.add_run()
instr = r2._element.makeelement(qn('w:instrText'), {})
instr.text = ' PAGE '
r2._element.append(instr)
r3 = fp.add_run()
r3._element.append(r3._element.makeelement(qn('w:fldChar'), {qn('w:fldCharType'): 'end'}))
section = doc.sections[0]
section.page_width = Inches(8.5)
section.page_height = Inches(11)
section.left_margin = Inches(1)
section.right_margin = Inches(1)
section.top_margin = Inches(1)
section.bottom_margin = Inches(1)
# Landscape
section.orientation = WD_ORIENT.LANDSCAPE
section.page_width, section.page_height = section.page_height, section.page_width
run = para.add_run("Highlighted")
run.font.highlight_color = WD_COLOR_INDEX.YELLOW # GREEN, CYAN, PINK, RED, etc.
run.font.highlight_color = None # remove
shutil.copy("/home/user/original.docx", "/home/user/modified.docx") # ALWAYS copy first
doc = Document("/home/user/modified.docx")
for para in doc.paragraphs:
for run in para.runs:
run.font.name = "Calibri"
doc.save("/home/user/modified.docx")
from docx import Document
from docx.shared import Pt, RGBColor
from docx.enum.text import WD_PARAGRAPH_ALIGNMENT, WD_TAB_ALIGNMENT
doc = Document("/path/to/file.docx")
num_paras = len(doc.paragraphs)
num_tables = len(doc.tables)
num_sections = len(doc.sections)
for para in doc.paragraphs:
# para.text — full text (all runs concatenated)
for run in para.runs:
run.text # run text
run.font.name # "Arial" or None
run.font.size # EMU value; use .pt for float (e.g. 12.0)
run.font.bold # True / False / None (None=inherit)
run.font.italic # True / False / None
run.font.underline # True / False / None
run.font.strike # True / False / None (strikethrough)
run.font.subscript # True / False / None
run.font.superscript # True / False / None
run.font.color.rgb # RGBColor or None
run.font.highlight_color # WD_COLOR_INDEX or None
pf = para.paragraph_format
pf.alignment # WD_PARAGRAPH_ALIGNMENT enum or None
pf.line_spacing # float (1.0, 2.0) or Pt or None
pf.space_before # Pt or None
pf.space_after # Pt or None
pf.left_indent # EMU or None
pf.first_line_indent # EMU or None
pf.page_break_before # True / False / None
for ts in para.paragraph_format.tab_stops:
# Filter defaults: skip CLEAR and LEFT+position=0
if ts.alignment == WD_TAB_ALIGNMENT.CLEAR: continue
if ts.alignment == WD_TAB_ALIGNMENT.LEFT and ts.position == 0: continue
print(f"Alignment={ts.alignment}, Position={ts.position}")
for table in doc.tables:
for i, row in enumerate(table.rows):
for j, cell in enumerate(row.cells):
text = cell.text.strip()
for para in cell.paragraphs:
for run in para.runs:
# run.font.bold, .color.rgb, etc.
pass
from io import BytesIO
from PIL import Image
def extract_images(doc):
images = []
for rel in doc.part.rels.values():
if "image" in rel.reltype:
images.append(BytesIO(rel.target_part.blob))
return images
# Check inline image in run via XML
has_image = 'graphicData' in run._element.xml
def count_page_breaks(doc):
ns = {'w': 'http://schemas.openxmlformats.org/wordprocessingml/2006/main'}
count = 0
for para in doc.paragraphs:
for run in para.runs:
for br in run.element.findall('.//w:br', ns):
if br.attrib.get(f'{{{ns["w"]}}}type') == 'page':
count += 1
return count
section = doc.sections[0]
header_text = section.header.paragraphs[0].text if section.header.paragraphs else ""
footer_text = section.footer.paragraphs[0].text if section.footer.paragraphs else ""
has_page_num = any(c.isdigit() for c in footer_text)
s = doc.sections[0]
# s.page_width, s.page_height, s.left_margin, s.right_margin, s.top_margin, s.bottom_margin (EMU)
from docx.enum.section import WD_ORIENT
is_landscape = s.orientation == WD_ORIENT.LANDSCAPE
# Highlight check
for run in para.runs:
if run.font.highlight_color is not None:
print(f"Highlighted: '{run.text}' color={run.font.highlight_color}")
# Strikethrough on last paragraph
last_para = doc.paragraphs[-1]
all_strike = all(run.font.strike for run in last_para.runs if run.text.strip())
def has_uppercase(doc):
for para in doc.paragraphs:
for run in para.runs:
if run.text.strip() and run.text.isupper(): return True
for table in doc.tables:
for row in table.rows:
for cell in row.cells:
for para in cell.paragraphs:
for run in para.runs:
if run.text.strip() and run.text.isupper(): return True
return False
from math import sqrt
def color_distance(c1, c2):
return sqrt(sum((a - b) ** 2 for a, b in zip(c1, c2)))
for table in doc.tables:
for row in table.rows:
for cell in row.cells:
for para in cell.paragraphs:
for run in para.runs:
if run.text and run.font.color.rgb:
first = run.text[0].lower()
if first in 'aeiou':
assert color_distance(run.font.color.rgb, RGBColor(255,0,0)) < 50
else:
assert color_distance(run.font.color.rgb, RGBColor(0,0,255)) < 50
from odf.opendocument import load
from odf.text import P, Span
odt_doc = load("/path/to/file.odt")
for para in odt_doc.getElementsByType(P):
text_parts = []
for node in para.childNodes:
if node.nodeType == node.TEXT_NODE:
text_parts.append(node.data)
elif node.nodeType == node.ELEMENT_NODE and node.tagName == 'text:span':
for child in node.childNodes:
if child.nodeType == child.TEXT_NODE:
text_parts.append(child.data)
# Check ODT highlighting (background color in automatic styles)
for span in odt_doc.getElementsByType(Span):
style_name = span.getAttribute('stylename')
if style_name:
for auto_style in odt_doc.automaticstyles.childNodes:
if auto_style.getAttribute('name') == style_name:
for prop in auto_style.childNodes:
if prop.getAttribute('backgroundcolor') == '#ffff00':
print("Yellow highlight found!")
import re
def compare_text(doc1, doc2, ignore_blanks=True):
p1 = [p.text for p in doc1.paragraphs]
p2 = [p.text for p in doc2.paragraphs]
if ignore_blanks:
return re.sub(r'\s+', ' ', '\n'.join(p1)).strip() == re.sub(r'\s+', ' ', '\n'.join(p2)).strip()
return p1 == p2
def check_all_font_name(doc, expected):
return all(run.font.name == expected for para in doc.paragraphs for run in para.runs if run.font.name)
def check_italic_size(doc, expected_pt):
return all(run.font.size and run.font.size.pt == expected_pt
for para in doc.paragraphs for run in para.runs if run.italic)
run.font.size is EMU, not points. run.font.size == 14 fails. Use run.font.size.pt == 14 or run.font.size == Pt(14).
para.text concatenates runs, losing formatting. To check per-run formatting (bold word + normal), iterate para.runs. Never rely on para.text for style checks.
None means "inherited" for font properties. run.font.bold is None means "inherit from style". If the style is bold, None means bold. Usually treat None as False, but be aware.
Page breaks are inside runs, not paragraphs. Manual breaks are <w:br w:type="page"/> in run elements. Use XML parsing: run.element.findall('.//w:br', ns). Cannot detect via para.text.
Highlighting differs between .docx and .odt. run.font.highlight_color works for .docx. ODT stores highlights in automatic styles as backgroundcolor. Need different code paths.
Copy-then-modify for golden files. shutil.copy(initial, golden) then modify. Scratch files lack styles, numbering, and metadata causing comparison failures.
Tab stop comparison must filter defaults. LibreOffice adds default LEFT@0 and CLEAR stops. Filter them out to avoid false mismatches.
ignore_blanks=True collapses all whitespace. When paragraph structure (empty lines) matters, use ignore_blanks=False and compare paragraph-by-paragraph.
Footer page numbers are field codes, not text. <w:fldChar> + <w:instrText> PAGE </w:instrText>. The .text property shows cached values. Check for digit presence, not exact number.
doc.part.rels images include ALL images. Headers, footers, textboxes too. Not just body. Filter if needed.
para.runs may miss hyperlink/field text. para.text includes all text, but ''.join(r.text for r in para.runs) may be shorter. Use para.text for full text comparison.
Color comparison: use perceptual distance. The evaluator uses CIEDE2000 (Delta E) with threshold ~3.5 from skimage.color.deltaE_ciede2000. Simple RGB distance is imprecise.
Equations are OLE objects. Detect with run.element.xpath('.//w:object'). No readable text via python-docx.
Multiple gold files for tolerance. LibreOffice formatting varies by version/fonts. Provide 2-4 gold files with OR logic in reward scripts.
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