From dd8da386f46dbcbed26d043a85b88b2133a11d09 Mon Sep 17 00:00:00 2001 From: wh Date: Fri, 10 Apr 2026 15:27:27 +0800 Subject: [PATCH] =?UTF-8?q?feat(US1):=20text=20triple=20extraction=20?= =?UTF-8?q?=E2=80=94=20POST=20/api/v1/text/extract?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - app/models/text_models.py: TripleItem, SourceOffset, TextExtract{Request,Response} - app/services/text_service.py: TXT/PDF/DOCX parsing + LLM call + JSON parse - app/routers/text.py: POST /text/extract handler with Depends injection - tests/test_text_service.py: 6 unit tests (formats, errors) - tests/test_text_router.py: 4 router tests (200, 400, 502×2) - 10/10 tests passing --- app/__pycache__/main.cpython-312.pyc | Bin 0 -> 2100 bytes .../__pycache__/__init__.cpython-312.pyc | Bin 0 -> 155 bytes .../__pycache__/text_models.cpython-312.pyc | Bin 0 -> 1300 bytes app/models/text_models.py | 25 ++++ .../__pycache__/__init__.cpython-312.pyc | Bin 0 -> 156 bytes .../__pycache__/finetune.cpython-312.pyc | Bin 0 -> 258 bytes app/routers/__pycache__/image.cpython-312.pyc | Bin 0 -> 252 bytes app/routers/__pycache__/qa.cpython-312.pyc | Bin 0 -> 246 bytes app/routers/__pycache__/text.cpython-312.pyc | Bin 0 -> 1126 bytes app/routers/__pycache__/video.cpython-312.pyc | Bin 0 -> 252 bytes app/routers/text.py | 17 ++- .../__pycache__/__init__.cpython-312.pyc | Bin 0 -> 157 bytes .../__pycache__/text_service.cpython-312.pyc | Bin 0 -> 4787 bytes app/services/text_service.py | 95 ++++++++++++++ ...t_text_router.cpython-312-pytest-9.0.3.pyc | Bin 0 -> 7732 bytes ..._text_service.cpython-312-pytest-9.0.3.pyc | Bin 0 -> 12889 bytes tests/test_text_router.py | 63 +++++++++ tests/test_text_service.py | 122 ++++++++++++++++++ 18 files changed, 321 insertions(+), 1 deletion(-) create mode 100644 app/__pycache__/main.cpython-312.pyc create mode 100644 app/models/__pycache__/__init__.cpython-312.pyc create mode 100644 app/models/__pycache__/text_models.cpython-312.pyc create mode 100644 app/models/text_models.py create mode 100644 app/routers/__pycache__/__init__.cpython-312.pyc create mode 100644 app/routers/__pycache__/finetune.cpython-312.pyc create mode 100644 app/routers/__pycache__/image.cpython-312.pyc create mode 100644 app/routers/__pycache__/qa.cpython-312.pyc create mode 100644 app/routers/__pycache__/text.cpython-312.pyc create mode 100644 app/routers/__pycache__/video.cpython-312.pyc create mode 100644 app/services/__pycache__/__init__.cpython-312.pyc create mode 100644 app/services/__pycache__/text_service.cpython-312.pyc create mode 100644 app/services/text_service.py create mode 100644 tests/__pycache__/test_text_router.cpython-312-pytest-9.0.3.pyc create mode 100644 tests/__pycache__/test_text_service.cpython-312-pytest-9.0.3.pyc create mode 100644 tests/test_text_router.py create mode 100644 tests/test_text_service.py diff --git a/app/__pycache__/main.cpython-312.pyc b/app/__pycache__/main.cpython-312.pyc new file mode 100644 index 0000000000000000000000000000000000000000..22e3cc51d943f8851cd9e7f32bc3697a914f8c47 GIT binary patch literal 2100 zcmbVN-A@!(6u);qcNbWJ6=4guXlvqHyNIbqgw&#FHCWQrr%p&VbbMaf;Gm(N#@)$=lsq& z_nwbCKiAd85In{=%hq8Pq2I*E#-ml3bwfg^hzKIsMh-SG7QAFjj%>&wFWZWv8mgli znxh+fC{yf+6E&hv%!pwmAsVAK3%KmjsHK>wR34Iuc12mJgfZ#>B@>-QNR-ws#uk(c zI!@ywuT(%=78>2~hY=ulZBbQNs#0wM_AZ`hVj8Ia1ZGbezm<|2Qk%nzbsIPmzk;f} zPCzcU+1s5aqsiG}>~NZmW~aqyags(djCp9Qr!r5QMh-tMCH0F98xfvqx#NW`n_t+n z<%KPi&$k?JOeOvh$w*ubC2w07o zjPh8H1{oW~;6yg_`D~?e!=k~MAQ`%9eFB(%XsjX%LWLkBa+R$z1QUtK7G6{~%S+HT zyssD!p;MwCluV|B}*o zPl?{EC}MM6rSyr??!L+XJIcv_d~p|i*wu|E>d%VE?QqOWBNX<6>fzVlu73aV%9lT_ z-uU6c+|+}c^D95zT>1Qlz^z`t`tW-3!B?NHe0p_4?Mxp?A4n-&4XnVXyoOLe%dD_( zxIRjm4-FJC8%=uY}SAE3o@)5l2jX=uHAj)mwbLAq*16+eT z1O=Z<-i7ZFYZG925fc_%E5~3j!^duT{RSXmitg8LpC+Z6){@d%IlijnlnQ%*T5{EL zpxj&?wFvdNbP;MhWVtjbxD+;S=B~fJvC3T8)_EqHlez|>bUqD`PFaSi2zNs%Iiw>{TEVoP2XajAQMgP?+3ajV~l@6`&LlvV@1KzBLw7e4B_MW*Jxt; z^zG=*No`F-Qq!6w<5PH6{}YLIU9O5A)gnE<9BW&yKe}9-SgvdOE2`?!q`VeKSh_I|p@<2{`wUX^%gV(nraZqWySN}R zIW;CHF)1|%LdGX%#uuj+m1P2j6AKDra`RJCbBbf)<1_OzOXB183My}L*Z>7fb5iY! 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import get_config +from app.core.exceptions import UnsupportedFileTypeError +from app.core.json_utils import extract_json +from app.core.logging import get_logger +from app.models.text_models import ( + SourceOffset, + TextExtractRequest, + TextExtractResponse, + TripleItem, +) + +logger = get_logger(__name__) + +_SUPPORTED_EXTENSIONS = {".txt", ".pdf", ".docx"} + +_DEFAULT_PROMPT = ( + "请从以下文本中提取知识三元组，以 JSON 数组格式返回，每条包含字段：" + "subject（主语）、predicate（谓语）、object（宾语）、" + "source_snippet（原文证据片段）、source_offset（{{start, end}} 字符偏移）。\n\n" + "文本内容：\n{text}" +) + + +def _file_extension(file_name: str) -> str: + idx = file_name.rfind(".") + return file_name[idx:].lower() if idx != -1 else "" + + +def _parse_txt(data: bytes) -> str: + return data.decode("utf-8", errors="replace") + + +def _parse_pdf(data: bytes) -> str: + with pdfplumber.open(io.BytesIO(data)) as pdf: + pages = [page.extract_text() or "" for page in pdf.pages] + return "\n".join(pages) + + +def _parse_docx(data: bytes) -> str: + doc = docx.Document(io.BytesIO(data)) + return "\n".join(p.text for p in doc.paragraphs) + + +async def extract_triples( + req: TextExtractRequest, + llm: LLMClient, + storage: StorageClient, +) -> TextExtractResponse: + ext = _file_extension(req.file_name) + if ext not in _SUPPORTED_EXTENSIONS: + raise UnsupportedFileTypeError(f"不支持的文件格式: {ext}") + + cfg = get_config() + bucket = cfg["storage"]["buckets"]["source_data"] + model = req.model or cfg["models"]["default_text"] + + data = await storage.download_bytes(bucket, req.file_path) + + if ext == ".txt": + text = _parse_txt(data) + elif ext == ".pdf": + text = _parse_pdf(data) + else: + text = _parse_docx(data) + + prompt_template = req.prompt_template or _DEFAULT_PROMPT + prompt = prompt_template.format(text=text) if "{text}" in prompt_template else prompt_template + "\n\n" + text + + messages = [{"role": "user", "content": prompt}] + raw = await llm.chat(model, messages) + + logger.info("text_extract", extra={"file": req.file_name, 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