From e67fc3201da786c3f4a90b28d832286ca8624fd7 Mon Sep 17 00:00:00 2001 From: Thiago Salvatore Date: Mon, 25 Mar 2024 18:28:25 -0300 Subject: [PATCH 1/7] Enable support for custom filesystem --- .gitignore | 3 +- llama_parse/base.py | 19 +- poetry.lock | 408 +++++++++++++++++++++---------------------- pyproject.toml | 2 +- tests/test_reader.py | 12 ++ 5 files changed, 230 insertions(+), 214 deletions(-) diff --git a/.gitignore b/.gitignore index 1db5207..c1eb246 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,5 @@ .git __pycache__/ *.pyc -.DS_Store \ No newline at end of file +.DS_Store +.idea diff --git a/llama_parse/base.py b/llama_parse/base.py index 88d1319..1a7450a 100644 --- a/llama_parse/base.py +++ b/llama_parse/base.py @@ -7,10 +7,12 @@ from pathlib import Path from typing import List, Optional, Union +from fsspec import AbstractFileSystem from llama_index.core.async_utils import run_jobs from llama_index.core.bridge.pydantic import Field, validator from llama_index.core.constants import DEFAULT_BASE_URL from llama_index.core.readers.base import BasePydanticReader +from llama_index.core.readers.file.base import get_default_fs from llama_index.core.schema import Document @@ -224,7 +226,7 @@ def validate_base_url(cls, v: str) -> str: return url or v or DEFAULT_BASE_URL # upload a document and get back a job_id - async def _create_job(self, file_path: str, extra_info: Optional[dict] = None) -> str: + async def _create_job(self, file_path: str, extra_info: Optional[dict] = None, fs: Optional[AbstractFileSystem] = None,) -> str: file_path = str(file_path) file_ext = os.path.splitext(file_path)[1] if file_ext not in SUPPORTED_FILE_TYPES: @@ -239,7 +241,8 @@ async def _create_job(self, file_path: str, extra_info: Optional[dict] = None) - headers = {"Authorization": f"Bearer {self.api_key}"} # load data, set the mime type - with open(file_path, "rb") as f: + fs = fs or get_default_fs() + with fs.open(file_path, "rb") as f: mime_type = mimetypes.guess_type(file_path)[0] files = {"file": (f.name, f, mime_type)} @@ -283,10 +286,10 @@ async def _get_job_result(self, job_id: str, result_type: str) -> dict: return result.json() - async def _aload_data(self, file_path: str, extra_info: Optional[dict] = None) -> List[Document]: + async def _aload_data(self, file_path: str, extra_info: Optional[dict] = None, fs: Optional[AbstractFileSystem] = None,) -> List[Document]: """Load data from the input path.""" try: - job_id = await self._create_job(file_path, extra_info=extra_info) + job_id = await self._create_job(file_path, extra_info=extra_info, fs=fs) if self.verbose: print("Started parsing the file under job_id %s" % job_id) @@ -305,12 +308,12 @@ async def _aload_data(self, file_path: str, extra_info: Optional[dict] = None) - return [] - async def aload_data(self, file_path: Union[List[str], str], extra_info: Optional[dict] = None) -> List[Document]: + async def aload_data(self, file_path: Union[List[str], str], extra_info: Optional[dict] = None, fs: Optional[AbstractFileSystem] = None,) -> List[Document]: """Load data from the input path.""" if isinstance(file_path, (str, Path)): - return await self._aload_data(file_path, extra_info=extra_info) + return await self._aload_data(file_path, extra_info=extra_info, fs=fs) elif isinstance(file_path, list): - jobs = [self._aload_data(f, extra_info=extra_info) for f in file_path] + jobs = [self._aload_data(f, extra_info=extra_info, fs=fs) for f in file_path] try: results = await run_jobs(jobs, workers=self.num_workers) @@ -324,7 +327,7 @@ async def aload_data(self, file_path: Union[List[str], str], extra_info: Optiona else: raise ValueError("The input file_path must be a string or a list of strings.") - def load_data(self, file_path: Union[List[str], str], extra_info: Optional[dict] = None) -> List[Document]: + def load_data(self, file_path: Union[List[str], str], extra_info: Optional[dict] = None, fs: Optional[AbstractFileSystem] = None,) -> List[Document]: """Load data from the input path.""" try: return asyncio.run(self.aload_data(file_path, extra_info)) diff --git a/poetry.lock b/poetry.lock index 0b1d28a..abea519 100644 --- a/poetry.lock +++ b/poetry.lock @@ -417,13 +417,13 @@ files = [ [[package]] name = "comm" -version = "0.2.1" +version = "0.2.2" description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc." optional = false python-versions = ">=3.8" files = [ - {file = "comm-0.2.1-py3-none-any.whl", hash = "sha256:87928485c0dfc0e7976fd89fc1e187023cf587e7c353e4a9b417555b44adf021"}, - {file = "comm-0.2.1.tar.gz", hash = "sha256:0bc91edae1344d39d3661dcbc36937181fdaddb304790458f8b044dbc064b89a"}, + {file = "comm-0.2.2-py3-none-any.whl", hash = "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"}, + {file = "comm-0.2.2.tar.gz", hash = "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e"}, ] [package.dependencies] @@ -644,13 +644,13 @@ files = [ [[package]] name = "fsspec" -version = "2024.2.0" +version = "2024.3.1" description = "File-system specification" optional = false python-versions = ">=3.8" files = [ - 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"jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] [metadata] lock-version = "2.0" python-versions = ">=3.8.1,<4.0" -content-hash = "f31d084fb327ab8b1e6211692d11cab2f007ff1092277278ce7a7ac693961ee4" +content-hash = "e3ee647663f42340285374e3cb931adb0ec7c0c626cb0797de3e46de917d4ba0" diff --git a/pyproject.toml b/pyproject.toml index bc9cc4c..1fca027 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -9,7 +9,7 @@ packages = [{include = "llama_parse"}] [tool.poetry.dependencies] python = ">=3.8.1,<4.0" -llama-index-core = ">=0.10.7" +llama-index-core = ">=0.10.23" [tool.poetry.group.dev.dependencies] pytest = "^8.0.0" diff --git a/tests/test_reader.py b/tests/test_reader.py index 1fe814b..d94927c 100644 --- a/tests/test_reader.py +++ b/tests/test_reader.py @@ -1,4 +1,7 @@ import os + +from fsspec.implementations.local import LocalFileSystem + from llama_parse import LlamaParse def test_simple_page_text(): @@ -16,3 +19,12 @@ def test_simple_page_markdown(): result = parser.load_data(filepath) assert len(result) == 1 assert len(result[0].text) > 0 + + +def test_simple_page_with_custom_fs(): + parser = LlamaParse(result_type="markdown") + fs = LocalFileSystem() + filepath = os.path.join(os.path.dirname(__file__), "test_files/attention_is_all_you_need.pdf") + result = parser.load_data(filepath, fs=fs) + assert len(result) == 1 + assert len(result[0].text) > 0 From 8f0faf342f9231538912767b3a744639a8998d61 Mon Sep 17 00:00:00 2001 From: Thiago Salvatore Date: Mon, 25 Mar 2024 18:30:40 -0300 Subject: [PATCH 2/7] Update version on pyproject --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 1fca027..3ede9a8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "llama-parse" -version = "0.4.0" +version = "0.5.0" description = "Parse files into RAG-Optimized formats." authors = ["Logan Markewich "] license = "MIT" From 750a0dc0382b62eb4f6aed2940695c93a8fb89b4 Mon Sep 17 00:00:00 2001 From: Thiago Salvatore Date: Mon, 25 Mar 2024 18:31:35 -0300 Subject: [PATCH 3/7] Downgrade version of llama-parse --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 3ede9a8..1fca027 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "llama-parse" -version = "0.5.0" +version = "0.4.0" description = "Parse files into RAG-Optimized formats." authors = ["Logan Markewich "] license = "MIT" From d4ffb50f8c5d19d9f7fb345861971d5f6cdb9fe0 Mon Sep 17 00:00:00 2001 From: Thiago Salvatore Date: Mon, 25 Mar 2024 18:50:23 -0300 Subject: [PATCH 4/7] Add support for posix paths on file opening --- llama_parse/base.py | 62 +++++++++++++++++++++++---------------------- 1 file changed, 32 insertions(+), 30 deletions(-) diff --git a/llama_parse/base.py b/llama_parse/base.py index 1a7450a..5e528f0 100644 --- a/llama_parse/base.py +++ b/llama_parse/base.py @@ -4,7 +4,7 @@ import mimetypes import time from enum import Enum -from pathlib import Path +from pathlib import Path, PurePath from typing import List, Optional, Union from fsspec import AbstractFileSystem @@ -129,7 +129,7 @@ class Language(str, Enum): # Open Office ".sxw", - ".stw", + ".stw", ".sxg", # Apple @@ -163,9 +163,9 @@ class Language(str, Enum): ".odg", ".otp", ".fopd", - ".sxi", + ".sxi", ".sti", - + # ebook ".epub" ] @@ -185,7 +185,7 @@ class LlamaParse(BasePydanticReader): num_workers: int = Field( default=4, gt=0, - lt=10, + lt=10, description="The number of workers to use sending API requests for parsing." ) check_interval: int = Field( @@ -216,9 +216,9 @@ def validate_api_key(cls, v: str) -> str: if api_key is None: raise ValueError("The API key is required.") return api_key - + return v - + @validator("base_url", pre=True, always=True) def validate_base_url(cls, v: str) -> str: """Validate the base URL.""" @@ -226,9 +226,11 @@ def validate_base_url(cls, v: str) -> str: return url or v or DEFAULT_BASE_URL # upload a document and get back a job_id - async def _create_job(self, file_path: str, extra_info: Optional[dict] = None, fs: Optional[AbstractFileSystem] = None,) -> str: - file_path = str(file_path) - file_ext = os.path.splitext(file_path)[1] + async def _create_job(self, file_path: str | PurePath, extra_info: Optional[dict] = None, fs: Optional[AbstractFileSystem] = None,) -> str: + str_file_path = file_path + if isinstance(file_path, PurePath): + str_file_path = file_path.name + file_ext = os.path.splitext(str_file_path)[1] if file_ext not in SUPPORTED_FILE_TYPES: raise Exception( f"Currently, only the following file types are supported: {SUPPORTED_FILE_TYPES}\n" @@ -236,14 +238,14 @@ async def _create_job(self, file_path: str, extra_info: Optional[dict] = None, f ) extra_info = extra_info or {} - extra_info["file_path"] = file_path + extra_info["file_path"] = str_file_path headers = {"Authorization": f"Bearer {self.api_key}"} # load data, set the mime type fs = fs or get_default_fs() with fs.open(file_path, "rb") as f: - mime_type = mimetypes.guess_type(file_path)[0] + mime_type = mimetypes.guess_type(str_file_path)[0] files = {"file": (f.name, f, mime_type)} # send the request, start job @@ -265,9 +267,9 @@ async def _get_job_result(self, job_id: str, result_type: str) -> dict: tries = 0 while True: await asyncio.sleep(self.check_interval) - async with httpx.AsyncClient(timeout=self.max_timeout) as client: - tries += 1 - + async with httpx.AsyncClient(timeout=self.max_timeout) as client: + tries += 1 + result = await client.get(result_url, headers=headers) if result.status_code == 404: @@ -286,13 +288,13 @@ async def _get_job_result(self, job_id: str, result_type: str) -> dict: return result.json() - async def _aload_data(self, file_path: str, extra_info: Optional[dict] = None, fs: Optional[AbstractFileSystem] = None,) -> List[Document]: + async def _aload_data(self, file_path: str | PurePath, extra_info: Optional[dict] = None, fs: Optional[AbstractFileSystem] = None,) -> List[Document]: """Load data from the input path.""" try: job_id = await self._create_job(file_path, extra_info=extra_info, fs=fs) if self.verbose: print("Started parsing the file under job_id %s" % job_id) - + result = await self._get_job_result(job_id, self.result_type.value) return [ @@ -301,22 +303,22 @@ async def _aload_data(self, file_path: str, extra_info: Optional[dict] = None, f metadata=extra_info or {}, ) ] - + except Exception as e: print(f"Error while parsing the file '{file_path}':", e) raise e return [] - - async def aload_data(self, file_path: Union[List[str], str], extra_info: Optional[dict] = None, fs: Optional[AbstractFileSystem] = None,) -> List[Document]: + + async def aload_data(self, file_path: Union[List[str], str, PurePath, List[PurePath]], extra_info: Optional[dict] = None, fs: Optional[AbstractFileSystem] = None,) -> List[Document]: """Load data from the input path.""" - if isinstance(file_path, (str, Path)): + if isinstance(file_path, (str, PurePath)): return await self._aload_data(file_path, extra_info=extra_info, fs=fs) elif isinstance(file_path, list): jobs = [self._aload_data(f, extra_info=extra_info, fs=fs) for f in file_path] try: results = await run_jobs(jobs, workers=self.num_workers) - + # return flattened results return [item for sublist in results for item in sublist] except RuntimeError as e: @@ -327,7 +329,7 @@ async def aload_data(self, file_path: Union[List[str], str], extra_info: Optiona else: raise ValueError("The input file_path must be a string or a list of strings.") - def load_data(self, file_path: Union[List[str], str], extra_info: Optional[dict] = None, fs: Optional[AbstractFileSystem] = None,) -> List[Document]: + def load_data(self, file_path: Union[List[str], str, PurePath, List[PurePath]], extra_info: Optional[dict] = None, fs: Optional[AbstractFileSystem] = None,) -> List[Document]: """Load data from the input path.""" try: return asyncio.run(self.aload_data(file_path, extra_info)) @@ -336,7 +338,7 @@ def load_data(self, file_path: Union[List[str], str], extra_info: Optional[dict] raise RuntimeError(nest_asyncio_msg) else: raise e - + async def _aget_json(self, file_path: str, extra_info: Optional[dict] = None) -> List[dict]: """Load data from the input path.""" @@ -344,17 +346,17 @@ async def _aget_json(self, file_path: str, extra_info: Optional[dict] = None) -> job_id = await self._create_job(file_path, extra_info=extra_info) if self.verbose: print("Started parsing the file under job_id %s" % job_id) - + result = await self._get_job_result(job_id, "json") result["job_id"] = job_id result["file_path"] = file_path return [result] - + except Exception as e: print(f"Error while parsing the file '{file_path}':", e) raise e - - + + async def aget_json(self, file_path: Union[List[str], str], extra_info: Optional[dict] = None) -> List[dict]: """Load data from the input path.""" @@ -364,7 +366,7 @@ async def aget_json(self, file_path: Union[List[str], str], extra_info: Optional jobs = [self._aget_json(f, extra_info=extra_info) for f in file_path] try: results = await run_jobs(jobs, workers=self.num_workers) - + # return flattened results return [item for sublist in results for item in sublist] except RuntimeError as e: @@ -385,7 +387,7 @@ def get_json_result(self, file_path: Union[List[str], str], extra_info: Optional raise RuntimeError(nest_asyncio_msg) else: raise e - + def get_images(self, json_result: list[dict], download_path: str) -> List[dict]: """Download images from the parsed result.""" headers = {"Authorization": f"Bearer {self.api_key}"} From 4c84aee16d5d24e66da62e6d94d30e4535d0bc26 Mon Sep 17 00:00:00 2001 From: Thiago Salvatore Date: Mon, 25 Mar 2024 18:52:35 -0300 Subject: [PATCH 5/7] Add fs to load data call --- llama_parse/base.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/llama_parse/base.py b/llama_parse/base.py index 5e528f0..592dab6 100644 --- a/llama_parse/base.py +++ b/llama_parse/base.py @@ -332,7 +332,7 @@ async def aload_data(self, file_path: Union[List[str], str, PurePath, List[PureP def load_data(self, file_path: Union[List[str], str, PurePath, List[PurePath]], extra_info: Optional[dict] = None, fs: Optional[AbstractFileSystem] = None,) -> List[Document]: """Load data from the input path.""" try: - return asyncio.run(self.aload_data(file_path, extra_info)) + return asyncio.run(self.aload_data(file_path, extra_info, fs=fs)) except RuntimeError as e: if nest_asyncio_err in str(e): raise RuntimeError(nest_asyncio_msg) From 84fb82651019ccf45744e4a36a2df3495a465686 Mon Sep 17 00:00:00 2001 From: Thiago Salvatore Date: Mon, 25 Mar 2024 18:55:33 -0300 Subject: [PATCH 6/7] Correctly handle filenames from Buffered Files --- llama_parse/base.py | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/llama_parse/base.py b/llama_parse/base.py index 592dab6..72d45a4 100644 --- a/llama_parse/base.py +++ b/llama_parse/base.py @@ -1,5 +1,7 @@ import os import asyncio +from io import TextIOWrapper + import httpx import mimetypes import time @@ -8,6 +10,7 @@ from typing import List, Optional, Union from fsspec import AbstractFileSystem +from fsspec.spec import AbstractBufferedFile from llama_index.core.async_utils import run_jobs from llama_index.core.bridge.pydantic import Field, validator from llama_index.core.constants import DEFAULT_BASE_URL @@ -246,7 +249,7 @@ async def _create_job(self, file_path: str | PurePath, extra_info: Optional[dict fs = fs or get_default_fs() with fs.open(file_path, "rb") as f: mime_type = mimetypes.guess_type(str_file_path)[0] - files = {"file": (f.name, f, mime_type)} + files = {"file": (self.__get_filename(f), f, mime_type)} # send the request, start job url = f"{self.base_url}/api/parsing/upload" @@ -259,6 +262,12 @@ async def _create_job(self, file_path: str | PurePath, extra_info: Optional[dict job_id = response.json()["id"] return job_id + @staticmethod + def __get_filename(f: TextIOWrapper | AbstractBufferedFile) -> str: + if isinstance(f, TextIOWrapper): + return f.name + return f.full_name + async def _get_job_result(self, job_id: str, result_type: str) -> dict: result_url = f"{self.base_url}/api/parsing/job/{job_id}/result/{result_type}" headers = {"Authorization": f"Bearer {self.api_key}"} From a318400560f9c244636ac36d86441d96860bda53 Mon Sep 17 00:00:00 2001 From: Logan Markewich Date: Mon, 9 Sep 2024 17:35:16 -0600 Subject: [PATCH 7/7] fix linting --- llama_parse/base.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/llama_parse/base.py b/llama_parse/base.py index 18b1bc2..8468f40 100644 --- a/llama_parse/base.py +++ b/llama_parse/base.py @@ -6,7 +6,7 @@ import mimetypes import time from pathlib import Path, PurePath, PurePosixPath -from typing import AsyncGenerator, List, Optional, Union +from typing import AsyncGenerator, Any, Dict, List, Optional, Union from contextlib import asynccontextmanager from io import BufferedIOBase