fix(data-process): 合并文档结构短切片

This commit is contained in:
caoxiaozhu
2026-07-24 14:23:10 +08:00
parent b79a8e1499
commit 93373bc61f
2 changed files with 33 additions and 10 deletions

View File

@@ -256,7 +256,7 @@ def _merge_short_chunks(
min_token_count: int,
chunk_size: int,
) -> list[TextChunk]:
"""在同一章节内合并短块,同时严格遵守切片大小上限。"""
"""按原文顺序合并相邻短块,同时严格遵守切片大小上限。"""
merged: list[TextChunk] = []
index = 0
@@ -308,7 +308,7 @@ def _chunk_source_text(
config: dict[str, Any],
preprocess_options: set[str],
) -> list[tuple[TextChunk, tuple[str, ...]]]:
"""按可选文档结构分段后切片,章节之间不共享 overlap。"""
"""按可选文档结构分段后切片,结构边界之间不共享 overlap。"""
method = str(_value(config, "chunk_method", "chunkMethod", "structure"))
detect_structure = (
@@ -368,14 +368,19 @@ def _chunk_source_text(
section_text = text[start:end]
local_chunks = chunk_unstructured(section_text, **common)
shifted = [_shift_chunk(chunk, start, text) for chunk in local_chunks]
if merge_short:
shifted = _merge_short_chunks(
shifted,
text,
min_token_count=configured_minimum,
chunk_size=chunk_size,
)
result.extend((chunk, heading_path) for chunk in shifted)
if merge_short and result:
# 结构分段只负责提供标题路径和隔离 overlap不应让目录项或短小节
# 突破 min_chunk_size 约束。合并后保留首个原始块的标题路径。
heading_paths = {chunk.start: heading_path for chunk, heading_path in result}
merged = _merge_short_chunks(
[chunk for chunk, _ in result],
text,
min_token_count=configured_minimum,
chunk_size=chunk_size,
)
result = [(chunk, heading_paths.get(chunk.start, ())) for chunk in merged]
return result