From 54d44ebf0a1c66867574e84dc98bdbf1d8eb113e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Pawe=C5=82=20Kmiecik?= <pawel.kmiecik@deepsense.ai>
Date: Mon, 3 Mar 2025 13:05:11 +0100
Subject: [PATCH 01/17] chore NEXUS-703: removed nest loop dependency

---
 gen.yaml       | 1 -
 pyproject.toml | 1 -
 2 files changed, 2 deletions(-)

diff --git a/gen.yaml b/gen.yaml
index 0d5851fd..543572e2 100644
--- a/gen.yaml
+++ b/gen.yaml
@@ -26,7 +26,6 @@ python:
       aiofiles: '>=24.1.0'
       cryptography: '>=3.1'
       httpx: '>=0.27.0'
-      nest-asyncio: '>=1.6.0'
       pypdf: '>=4.0'
       requests-toolbelt: '>=1.0.0'
   authors:
diff --git a/pyproject.toml b/pyproject.toml
index c7e7bb9c..e67c9ade 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,7 +10,6 @@ dependencies = [
     "cryptography >=3.1",
     "eval-type-backport >=0.2.0",
     "httpx >=0.27.0",
-    "nest-asyncio >=1.6.0",
     "pydantic >=2.10.3",
     "pypdf >=4.0",
     "python-dateutil >=2.8.2",

From d10fec1be469a892a2b24b36e7c5e4ad79e2951a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Pawe=C5=82=20Kmiecik?= <pawel.kmiecik@deepsense.ai>
Date: Mon, 3 Mar 2025 13:05:48 +0100
Subject: [PATCH 02/17] feat NEXUS-703: replaced nest loop with a standard loop
 run in a separate thread

---
 .../_hooks/custom/split_pdf_hook.py             | 17 ++++++++---------
 1 file changed, 8 insertions(+), 9 deletions(-)

diff --git a/src/unstructured_client/_hooks/custom/split_pdf_hook.py b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
index 0b6cff20..9796ee0e 100644
--- a/src/unstructured_client/_hooks/custom/split_pdf_hook.py
+++ b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
@@ -9,13 +9,13 @@
 import tempfile
 import uuid
 from collections.abc import Awaitable
+from concurrent import futures
 from functools import partial
 from pathlib import Path
 from typing import Any, Coroutine, Optional, Tuple, Union, cast, Generator, BinaryIO
 
 import aiofiles
 import httpx
-import nest_asyncio  # type: ignore
 from httpx import AsyncClient
 from pypdf import PdfReader, PdfWriter
 
@@ -268,10 +268,6 @@ def before_request(
             logger.warning("Splitting is currently incompatible with uvloop. Continuing without splitting.")
             return request
 
-        # This allows us to use an event loop in an env with an existing loop
-        # Temporary fix until we can improve the async splitting behavior
-        nest_asyncio.apply()
-
         # This is our key into coroutines_to_execute
         # We need to pass it on to after_success so
         # we know which results are ours
@@ -605,10 +601,13 @@ def _await_elements(self, operation_id: str) -> Optional[list]:
         if tasks is None:
             return None
 
-        ioloop = asyncio.get_event_loop()
-        task_responses: list[tuple[int, httpx.Response]] = ioloop.run_until_complete(
-            run_tasks(tasks, allow_failed=self.allow_failed)
-        )
+        coroutines = run_tasks(tasks, allow_failed=self.allow_failed)
+
+        # sending the coroutines to a separate thread to avoid blocking the current event loop
+        # this operation should be removed when the SDK is updated to support async hooks
+        with futures.ThreadPoolExecutor(max_workers=1) as executor:
+            task_responses_future = executor.submit(asyncio.run, coroutines)
+            task_responses = task_responses_future.result()
 
         if task_responses is None:
             return None

From 480b573cde86a875aa7cdc2c40b0f9064687dbb4 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Pawe=C5=82=20Kmiecik?= <pawel.kmiecik@deepsense.ai>
Date: Mon, 3 Mar 2025 14:06:38 +0100
Subject: [PATCH 03/17] feat NEXUS-703: added poetry lock

---
 poetry.lock | 14 +-------------
 1 file changed, 1 insertion(+), 13 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 542e9380..4591118c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -585,18 +585,6 @@ files = [
     {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
 ]
 
-[[package]]
-name = "nest-asyncio"
-version = "1.6.0"
-description = "Patch asyncio to allow nested event loops"
-optional = false
-python-versions = ">=3.5"
-groups = ["main"]
-files = [
-    {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"},
-    {file = "nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe"},
-]
-
 [[package]]
 name = "orderly-set"
 version = "5.2.2"
@@ -1141,4 +1129,4 @@ test = ["aiohttp (>=3.10.5)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil",
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.9"
-content-hash = "a248aa08992212d7b1fb89ead64451a990c649618e4c6fa8261eb3374f60f8ae"
+content-hash = "f4485e2a4c9e18ac66281af2753a082d22264baefd7d1837cecbfdfccb46753f"

From 0112204d0c49596480f0da0f6b4f38443c3ce88e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Pawe=C5=82=20Kmiecik?= <pawel.kmiecik@deepsense.ai>
Date: Mon, 3 Mar 2025 14:15:37 +0100
Subject: [PATCH 04/17] fix NEXUS-703: corrected loop management for python 3.9

---
 .../_hooks/custom/split_pdf_hook.py            | 18 +++++++++++++++++-
 1 file changed, 17 insertions(+), 1 deletion(-)

diff --git a/src/unstructured_client/_hooks/custom/split_pdf_hook.py b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
index 9796ee0e..932bb132 100644
--- a/src/unstructured_client/_hooks/custom/split_pdf_hook.py
+++ b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
@@ -6,6 +6,7 @@
 import logging
 import math
 import os
+import sys
 import tempfile
 import uuid
 from collections.abc import Awaitable
@@ -56,6 +57,21 @@
 HI_RES_STRATEGY = 'hi_res'
 MAX_PAGE_LENGTH = 4000
 
+def _run_coroutines_in_separate_thread(
+        coroutines_task: Coroutine[Any, Any, list[tuple[Any, httpx.Response]]]
+) -> list[httpx.Response]:
+    if sys.version_info < (3, 10):
+        loop = asyncio.get_event_loop()
+    else:
+        try:
+            loop = asyncio.get_running_loop()
+        except RuntimeError:
+            loop = asyncio.new_event_loop()
+
+        asyncio.set_event_loop(loop)
+
+    return loop.run_until_complete(coroutines_task)
+
 
 async def _order_keeper(index: int, coro: Awaitable) -> Tuple[int, httpx.Response]:
     response = await coro
@@ -606,7 +622,7 @@ def _await_elements(self, operation_id: str) -> Optional[list]:
         # sending the coroutines to a separate thread to avoid blocking the current event loop
         # this operation should be removed when the SDK is updated to support async hooks
         with futures.ThreadPoolExecutor(max_workers=1) as executor:
-            task_responses_future = executor.submit(asyncio.run, coroutines)
+            task_responses_future = executor.submit(_run_coroutines_in_separate_thread, coroutines)
             task_responses = task_responses_future.result()
 
         if task_responses is None:

From bf4558b7d65043d097670dc00d13655bcf85633b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Pawe=C5=82=20Kmiecik?= <pawel.kmiecik@deepsense.ai>
Date: Mon, 3 Mar 2025 14:46:53 +0100
Subject: [PATCH 05/17] fix NEXUS-703: try to fix semaphore settings

---
 .../_hooks/custom/split_pdf_hook.py           | 25 +++++++++++++------
 1 file changed, 18 insertions(+), 7 deletions(-)

diff --git a/src/unstructured_client/_hooks/custom/split_pdf_hook.py b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
index 932bb132..2da4374c 100644
--- a/src/unstructured_client/_hooks/custom/split_pdf_hook.py
+++ b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
@@ -57,9 +57,7 @@
 HI_RES_STRATEGY = 'hi_res'
 MAX_PAGE_LENGTH = 4000
 
-def _run_coroutines_in_separate_thread(
-        coroutines_task: Coroutine[Any, Any, list[tuple[Any, httpx.Response]]]
-) -> list[httpx.Response]:
+def _get_asyncio_loop() -> asyncio.AbstractEventLoop:
     if sys.version_info < (3, 10):
         loop = asyncio.get_event_loop()
     else:
@@ -67,11 +65,23 @@ def _run_coroutines_in_separate_thread(
             loop = asyncio.get_running_loop()
         except RuntimeError:
             loop = asyncio.new_event_loop()
+    asyncio.set_event_loop(loop)
+    return loop
 
-        asyncio.set_event_loop(loop)
-
+def _run_coroutines_in_separate_thread(
+        coroutines_task: Coroutine[Any, Any, list[tuple[Any, httpx.Response]]]
+) -> list[httpx.Response]:
+    loop = _get_asyncio_loop()
     return loop.run_until_complete(coroutines_task)
 
+def _get_limiter(concurrency_level: int, executor: futures.ThreadPoolExecutor) -> asyncio.Semaphore:
+    def _setup_limiter_in_thread_loop():
+        _get_asyncio_loop()
+        return asyncio.Semaphore(concurrency_level)
+    with executor:
+        return executor.submit(_setup_limiter_in_thread_loop).result()
+
+
 
 async def _order_keeper(index: int, coro: Awaitable) -> Tuple[int, httpx.Response]:
     response = await coro
@@ -185,6 +195,7 @@ def __init__(self) -> None:
         self.allow_failed: bool = DEFAULT_ALLOW_FAILED
         self.cache_tmp_data_feature: bool = DEFAULT_CACHE_TMP_DATA
         self.cache_tmp_data_dir: str = DEFAULT_CACHE_TMP_DATA_DIR
+        self.executor = futures.ThreadPoolExecutor(max_workers=1)
 
     def sdk_init(
             self, base_url: str, client: HttpClient
@@ -333,7 +344,7 @@ def before_request(
             fallback_value=DEFAULT_CONCURRENCY_LEVEL,
             max_allowed=MAX_CONCURRENCY_LEVEL,
         )
-        limiter = asyncio.Semaphore(concurrency_level)
+        limiter = _get_limiter(concurrency_level, self.executor)
 
         self.cache_tmp_data_feature = form_utils.get_split_pdf_cache_tmp_data(
             form_data,
@@ -621,7 +632,7 @@ def _await_elements(self, operation_id: str) -> Optional[list]:
 
         # sending the coroutines to a separate thread to avoid blocking the current event loop
         # this operation should be removed when the SDK is updated to support async hooks
-        with futures.ThreadPoolExecutor(max_workers=1) as executor:
+        with self.executor as executor:
             task_responses_future = executor.submit(_run_coroutines_in_separate_thread, coroutines)
             task_responses = task_responses_future.result()
 

From d6ab606dd43a8171159dec780442bb1f8d902f28 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Pawe=C5=82=20Kmiecik?= <pawel.kmiecik@deepsense.ai>
Date: Mon, 3 Mar 2025 15:49:24 +0100
Subject: [PATCH 06/17] fix NEXUS-703: fix thread executors management

---
 .../_hooks/custom/split_pdf_hook.py           | 26 +++++++++++++------
 1 file changed, 18 insertions(+), 8 deletions(-)

diff --git a/src/unstructured_client/_hooks/custom/split_pdf_hook.py b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
index 2da4374c..b095091d 100644
--- a/src/unstructured_client/_hooks/custom/split_pdf_hook.py
+++ b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
@@ -59,7 +59,10 @@
 
 def _get_asyncio_loop() -> asyncio.AbstractEventLoop:
     if sys.version_info < (3, 10):
-        loop = asyncio.get_event_loop()
+        try:
+            loop = asyncio.get_event_loop()
+        except RuntimeError:
+            loop = asyncio.new_event_loop()
     else:
         try:
             loop = asyncio.get_running_loop()
@@ -78,8 +81,7 @@ def _get_limiter(concurrency_level: int, executor: futures.ThreadPoolExecutor) -
     def _setup_limiter_in_thread_loop():
         _get_asyncio_loop()
         return asyncio.Semaphore(concurrency_level)
-    with executor:
-        return executor.submit(_setup_limiter_in_thread_loop).result()
+    return executor.submit(_setup_limiter_in_thread_loop).result()
 
 
 
@@ -191,11 +193,11 @@ def __init__(self) -> None:
         ] = {}
         self.api_successful_responses: dict[str, list[httpx.Response]] = {}
         self.api_failed_responses: dict[str, list[httpx.Response]] = {}
+        self.executors: dict[str, futures.ThreadPoolExecutor] = {}
         self.tempdirs: dict[str, tempfile.TemporaryDirectory] = {}
         self.allow_failed: bool = DEFAULT_ALLOW_FAILED
         self.cache_tmp_data_feature: bool = DEFAULT_CACHE_TMP_DATA
         self.cache_tmp_data_dir: str = DEFAULT_CACHE_TMP_DATA_DIR
-        self.executor = futures.ThreadPoolExecutor(max_workers=1)
 
     def sdk_init(
             self, base_url: str, client: HttpClient
@@ -344,7 +346,10 @@ def before_request(
             fallback_value=DEFAULT_CONCURRENCY_LEVEL,
             max_allowed=MAX_CONCURRENCY_LEVEL,
         )
-        limiter = _get_limiter(concurrency_level, self.executor)
+
+        executor = futures.ThreadPoolExecutor(max_workers=1)
+        self.executors[operation_id] = executor
+        limiter = _get_limiter(concurrency_level, executor)
 
         self.cache_tmp_data_feature = form_utils.get_split_pdf_cache_tmp_data(
             form_data,
@@ -632,9 +637,11 @@ def _await_elements(self, operation_id: str) -> Optional[list]:
 
         # sending the coroutines to a separate thread to avoid blocking the current event loop
         # this operation should be removed when the SDK is updated to support async hooks
-        with self.executor as executor:
-            task_responses_future = executor.submit(_run_coroutines_in_separate_thread, coroutines)
-            task_responses = task_responses_future.result()
+        executor = self.executors.get(operation_id)
+        if executor is None:
+            raise RuntimeError("Executor not found for operation_id")
+        task_responses_future = executor.submit(_run_coroutines_in_separate_thread, coroutines)
+        task_responses = task_responses_future.result()
 
         if task_responses is None:
             return None
@@ -741,6 +748,9 @@ def _clear_operation(self, operation_id: str) -> None:
         """
         self.coroutines_to_execute.pop(operation_id, None)
         self.api_successful_responses.pop(operation_id, None)
+        executor = self.executors.pop(operation_id, None)
+        if executor is not None:
+            executor.shutdown(wait=True)
         tempdir = self.tempdirs.pop(operation_id, None)
         if tempdir:
             tempdir.cleanup()

From d2017319da252d81f8d8c3b2e0bb27f25d9e7f25 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Pawe=C5=82=20Kmiecik?= <pawel.kmiecik@deepsense.ai>
Date: Wed, 12 Mar 2025 13:11:21 +0100
Subject: [PATCH 07/17] fix NEXUS-703: fixed linting

---
 src/unstructured_client/_hooks/custom/split_pdf_hook.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/unstructured_client/_hooks/custom/split_pdf_hook.py b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
index b095091d..f3661029 100644
--- a/src/unstructured_client/_hooks/custom/split_pdf_hook.py
+++ b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
@@ -72,8 +72,8 @@ def _get_asyncio_loop() -> asyncio.AbstractEventLoop:
     return loop
 
 def _run_coroutines_in_separate_thread(
-        coroutines_task: Coroutine[Any, Any, list[tuple[Any, httpx.Response]]]
-) -> list[httpx.Response]:
+        coroutines_task: Coroutine[Any, Any, list[tuple[int, httpx.Response]]],
+) -> list[tuple[int, httpx.Response]]:
     loop = _get_asyncio_loop()
     return loop.run_until_complete(coroutines_task)
 

From 55b1a6f4f2dc02417ba6ecf954aed6c1f1c47e68 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Pawe=C5=82=20Kmiecik?= <pawel.kmiecik@deepsense.ai>
Date: Fri, 14 Mar 2025 12:32:09 +0100
Subject: [PATCH 08/17] fix NEXUS-703: try to fix event loop in separate thread

---
 src/unstructured_client/_hooks/custom/split_pdf_hook.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/unstructured_client/_hooks/custom/split_pdf_hook.py b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
index f3661029..f8faea59 100644
--- a/src/unstructured_client/_hooks/custom/split_pdf_hook.py
+++ b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
@@ -63,12 +63,13 @@ def _get_asyncio_loop() -> asyncio.AbstractEventLoop:
             loop = asyncio.get_event_loop()
         except RuntimeError:
             loop = asyncio.new_event_loop()
+            asyncio.set_event_loop(loop)
     else:
         try:
             loop = asyncio.get_running_loop()
         except RuntimeError:
             loop = asyncio.new_event_loop()
-    asyncio.set_event_loop(loop)
+            asyncio.set_event_loop(loop)
     return loop
 
 def _run_coroutines_in_separate_thread(

From 130d96011818d68ace95cad0240d92f461397195 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Pawe=C5=82=20Kmiecik?= <pawel.kmiecik@deepsense.ai>
Date: Fri, 14 Mar 2025 12:35:44 +0100
Subject: [PATCH 09/17] fix NEXUS-703: try to fix event loop in tests

---
 .../integration/test_integration.py                   | 11 +----------
 1 file changed, 1 insertion(+), 10 deletions(-)

diff --git a/_test_unstructured_client/integration/test_integration.py b/_test_unstructured_client/integration/test_integration.py
index 0f6e8d7b..5692a896 100644
--- a/_test_unstructured_client/integration/test_integration.py
+++ b/_test_unstructured_client/integration/test_integration.py
@@ -50,18 +50,9 @@ def test_partition_strategies(split_pdf, strategy, client, doc_path):
     assert len(response.elements)
 
 
-@pytest.fixture(scope="session")
-def event_loop():
-    """Make the loop session scope to use session async fixtures."""
-    policy = asyncio.get_event_loop_policy()
-    loop = policy.new_event_loop()
-    yield loop
-    loop.close()
-
-
 @pytest.mark.parametrize("split_pdf", [True, False])
 @pytest.mark.parametrize("error", [(500, ServerError), (403, SDKError), (422, HTTPValidationError)])
-def test_partition_handling_server_error(error, split_pdf, monkeypatch, doc_path, event_loop):
+def test_partition_handling_server_error(error, split_pdf, monkeypatch, doc_path):
     """
     Mock different error responses, assert that the client throws the correct error
     """

From 14e561e4dc34010ee5c34e4207b482ecfa428da7 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Pawe=C5=82=20Kmiecik?= <pawel.kmiecik@deepsense.ai>
Date: Fri, 14 Mar 2025 13:36:40 +0100
Subject: [PATCH 10/17] feat NEXUS-703: simplified asyncio operations

---
 .../_hooks/custom/split_pdf_hook.py           | 42 +++++--------------
 1 file changed, 11 insertions(+), 31 deletions(-)

diff --git a/src/unstructured_client/_hooks/custom/split_pdf_hook.py b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
index f8faea59..da13d0b3 100644
--- a/src/unstructured_client/_hooks/custom/split_pdf_hook.py
+++ b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
@@ -57,33 +57,10 @@
 HI_RES_STRATEGY = 'hi_res'
 MAX_PAGE_LENGTH = 4000
 
-def _get_asyncio_loop() -> asyncio.AbstractEventLoop:
-    if sys.version_info < (3, 10):
-        try:
-            loop = asyncio.get_event_loop()
-        except RuntimeError:
-            loop = asyncio.new_event_loop()
-            asyncio.set_event_loop(loop)
-    else:
-        try:
-            loop = asyncio.get_running_loop()
-        except RuntimeError:
-            loop = asyncio.new_event_loop()
-            asyncio.set_event_loop(loop)
-    return loop
-
 def _run_coroutines_in_separate_thread(
         coroutines_task: Coroutine[Any, Any, list[tuple[int, httpx.Response]]],
 ) -> list[tuple[int, httpx.Response]]:
-    loop = _get_asyncio_loop()
-    return loop.run_until_complete(coroutines_task)
-
-def _get_limiter(concurrency_level: int, executor: futures.ThreadPoolExecutor) -> asyncio.Semaphore:
-    def _setup_limiter_in_thread_loop():
-        _get_asyncio_loop()
-        return asyncio.Semaphore(concurrency_level)
-    return executor.submit(_setup_limiter_in_thread_loop).result()
-
+    return asyncio.run(coroutines_task)
 
 
 async def _order_keeper(index: int, coro: Awaitable) -> Tuple[int, httpx.Response]:
@@ -93,7 +70,8 @@ async def _order_keeper(index: int, coro: Awaitable) -> Tuple[int, httpx.Respons
 
 async def run_tasks(
     coroutines: list[partial[Coroutine[Any, Any, httpx.Response]]],
-    allow_failed: bool = False
+    allow_failed: bool = False,
+    concurrency_level: int = 10,
 ) -> list[tuple[int, httpx.Response]]:
     """Run a list of coroutines in parallel and return the results in order.
 
@@ -109,13 +87,14 @@ async def run_tasks(
     # Use a variable to adjust the httpx client timeout, or default to 30 minutes
     # When we're able to reuse the SDK to make these calls, we can remove this var
     # The SDK timeout will be controlled by parameter
+    limiter = asyncio.Semaphore(concurrency_level)
     client_timeout_minutes = 60
     if timeout_var := os.getenv("UNSTRUCTURED_CLIENT_TIMEOUT_MINUTES"):
         client_timeout_minutes = int(timeout_var)
     client_timeout = httpx.Timeout(60 * client_timeout_minutes)
 
     async with httpx.AsyncClient(timeout=client_timeout) as client:
-        armed_coroutines = [coro(async_client=client) for coro in coroutines] # type: ignore
+        armed_coroutines = [coro(async_client=client, limiter=limiter) for coro in coroutines] # type: ignore
         if allow_failed:
             responses = await asyncio.gather(*armed_coroutines, return_exceptions=False)
             return list(enumerate(responses, 1))
@@ -192,6 +171,7 @@ def __init__(self) -> None:
         self.coroutines_to_execute: dict[
             str, list[partial[Coroutine[Any, Any, httpx.Response]]]
         ] = {}
+        self.concurrency_level: dict[str, int] = {}
         self.api_successful_responses: dict[str, list[httpx.Response]] = {}
         self.api_failed_responses: dict[str, list[httpx.Response]] = {}
         self.executors: dict[str, futures.ThreadPoolExecutor] = {}
@@ -341,7 +321,7 @@ def before_request(
             fallback_value=DEFAULT_ALLOW_FAILED,
         )
 
-        concurrency_level = form_utils.get_split_pdf_concurrency_level_param(
+        self.concurrency_level[operation_id] = form_utils.get_split_pdf_concurrency_level_param(
             form_data,
             key=PARTITION_FORM_CONCURRENCY_LEVEL_KEY,
             fallback_value=DEFAULT_CONCURRENCY_LEVEL,
@@ -350,7 +330,6 @@ def before_request(
 
         executor = futures.ThreadPoolExecutor(max_workers=1)
         self.executors[operation_id] = executor
-        limiter = _get_limiter(concurrency_level, executor)
 
         self.cache_tmp_data_feature = form_utils.get_split_pdf_cache_tmp_data(
             form_data,
@@ -373,7 +352,7 @@ def before_request(
         page_count = page_range_end - page_range_start + 1
 
         split_size = get_optimal_split_size(
-            num_pages=page_count, concurrency_level=concurrency_level
+            num_pages=page_count, concurrency_level=self.concurrency_level[operation_id]
         )
 
         # If the doc is small enough, and we aren't slicing it with a page range:
@@ -416,7 +395,6 @@ def before_request(
             # in `after_success`.
             coroutine = partial(
                 self.call_api_partial,
-                limiter=limiter,
                 operation_id=operation_id,
                 pdf_chunk_request=pdf_chunk_request,
                 pdf_chunk_file=pdf_chunk_file,
@@ -634,7 +612,8 @@ def _await_elements(self, operation_id: str) -> Optional[list]:
         if tasks is None:
             return None
 
-        coroutines = run_tasks(tasks, allow_failed=self.allow_failed)
+        concurrency_level = self.concurrency_level.get(operation_id)
+        coroutines = run_tasks(tasks, allow_failed=self.allow_failed, concurrency_level=concurrency_level)
 
         # sending the coroutines to a separate thread to avoid blocking the current event loop
         # this operation should be removed when the SDK is updated to support async hooks
@@ -749,6 +728,7 @@ def _clear_operation(self, operation_id: str) -> None:
         """
         self.coroutines_to_execute.pop(operation_id, None)
         self.api_successful_responses.pop(operation_id, None)
+        self.concurrency_level.pop(operation_id, None)
         executor = self.executors.pop(operation_id, None)
         if executor is not None:
             executor.shutdown(wait=True)

From 2838cb7f29e88538dcc4104288c8b0456e667eb0 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Pawe=C5=82=20Kmiecik?= <pawel.kmiecik@deepsense.ai>
Date: Fri, 14 Mar 2025 13:44:09 +0100
Subject: [PATCH 11/17] feat NEXUS-703: simplified asyncio operations

---
 _test_unstructured_client/unit/test_split_pdf_hook.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/_test_unstructured_client/unit/test_split_pdf_hook.py b/_test_unstructured_client/unit/test_split_pdf_hook.py
index 12792c69..9d951604 100644
--- a/_test_unstructured_client/unit/test_split_pdf_hook.py
+++ b/_test_unstructured_client/unit/test_split_pdf_hook.py
@@ -339,6 +339,7 @@ def test_unit_get_page_range_returns_valid_range(page_range, expected_result):
 
 async def _request_mock(
         async_client: httpx.AsyncClient, # not used by mock
+        limiter: asyncio.Semaphore, # not used by mock
         fails: bool,
         content: str) -> requests.Response:
     response = requests.Response()
@@ -405,6 +406,7 @@ async def test_unit_disallow_failed_coroutines(
 
 async def _fetch_canceller_error(
         async_client: httpx.AsyncClient, # not used by mock
+        limiter: asyncio.Semaphore, # not used by mock
         fails: bool,
         content: str,
         cancelled_counter: Counter):
@@ -414,7 +416,7 @@ async def _fetch_canceller_error(
             print("Doesn't fail")
         else:
             print("Fails")
-        return await _request_mock(async_client=async_client, fails=fails, content=content)
+        return await _request_mock(async_client=async_client, limiter=limiter, fails=fails, content=content)
     except asyncio.CancelledError:
         cancelled_counter.update(["cancelled"])
         print(cancelled_counter["cancelled"])

From 5b976c515d7215b8add114347cd66f9478506830 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Pawe=C5=82=20Kmiecik?= <pawel.kmiecik@deepsense.ai>
Date: Fri, 14 Mar 2025 13:49:24 +0100
Subject: [PATCH 12/17] chore NEXUS-703: style fixes

---
 src/unstructured_client/_hooks/custom/split_pdf_hook.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/src/unstructured_client/_hooks/custom/split_pdf_hook.py b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
index da13d0b3..3b126464 100644
--- a/src/unstructured_client/_hooks/custom/split_pdf_hook.py
+++ b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
@@ -6,7 +6,6 @@
 import logging
 import math
 import os
-import sys
 import tempfile
 import uuid
 from collections.abc import Awaitable
@@ -612,7 +611,7 @@ def _await_elements(self, operation_id: str) -> Optional[list]:
         if tasks is None:
             return None
 
-        concurrency_level = self.concurrency_level.get(operation_id)
+        concurrency_level = self.concurrency_level.get(operation_id, DEFAULT_CONCURRENCY_LEVEL)
         coroutines = run_tasks(tasks, allow_failed=self.allow_failed, concurrency_level=concurrency_level)
 
         # sending the coroutines to a separate thread to avoid blocking the current event loop

From af0090dd8a362e6cd0a789446164d7020ba2f542 Mon Sep 17 00:00:00 2001
From: Austin Walker <austin@unstructured.io>
Date: Thu, 24 Jul 2025 22:10:57 -0400
Subject: [PATCH 13/17] Regenerate poetry.lock

---
 poetry.lock | 808 +++++++++++++++++++++++++++++-----------------------
 1 file changed, 444 insertions(+), 364 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 2c84086d..b0c03228 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -26,25 +26,25 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.5.2"
+version = "4.9.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "anyio-4.5.2-py3-none-any.whl", hash = "sha256:c011ee36bc1e8ba40e5a81cb9df91925c218fe9b778554e0b56a21e1b5d4716f"},
-    {file = "anyio-4.5.2.tar.gz", hash = "sha256:23009af4ed04ce05991845451e11ef02fc7c5ed29179ac9a420e5ad0ac7ddc5b"},
+    {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"},
+    {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"},
 ]
 
 [package.dependencies]
 exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
-typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21.0b1) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\""]
+doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -62,16 +62,29 @@ files = [
 [package.dependencies]
 typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
 
+[[package]]
+name = "backports-asyncio-runner"
+version = "1.2.0"
+description = "Backport of asyncio.Runner, a context manager that controls event loop life cycle."
+optional = false
+python-versions = "<3.11,>=3.8"
+groups = ["dev"]
+markers = "python_version < \"3.11\""
+files = [
+    {file = "backports_asyncio_runner-1.2.0-py3-none-any.whl", hash = "sha256:0da0a936a8aeb554eccb426dc55af3ba63bcdc69fa1a600b5bb305413a4477b5"},
+    {file = "backports_asyncio_runner-1.2.0.tar.gz", hash = "sha256:a5aa7b2b7d8f8bfcaa2b57313f70792df84e32a2a746f585213373f900b42162"},
+]
+
 [[package]]
 name = "certifi"
-version = "2024.8.30"
+version = "2025.7.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 groups = ["main", "dev"]
 files = [
-    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
-    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
+    {file = "certifi-2025.7.14-py3-none-any.whl", hash = "sha256:6b31f564a415d79ee77df69d757bb49a5bb53bd9f756cbbe24394ffd6fc1f4b2"},
+    {file = "certifi-2025.7.14.tar.gz", hash = "sha256:8ea99dbdfaaf2ba2f9bac77b9249ef62ec5218e7c2b2e903378ed5fccf765995"},
 ]
 
 [[package]]
@@ -157,117 +170,104 @@ pycparser = "*"
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.0"
+version = "3.4.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.7"
 groups = ["main"]
 files = [
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-    {file = "charset_normalizer-3.4.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0de7b687289d3c1b3e8660d0741874abe7888100efe14bd0f9fd7141bcbda92b"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5ed2e36c3e9b4f21dd9422f6893dec0abf2cca553af509b10cd630f878d3eb99"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:40d3ff7fc90b98c637bda91c89d51264a3dcf210cade3a2c6f838c7268d7a4ca"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1110e22af8ca26b90bd6364fe4c763329b0ebf1ee213ba32b68c73de5752323d"},
-    {file = "charset_normalizer-3.4.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:86f4e8cca779080f66ff4f191a685ced73d2f72d50216f7112185dc02b90b9b7"},
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 [[package]]
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 ]
 
 [package.dependencies]
-cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
+cffi = {version = ">=1.14", markers = "platform_python_implementation != \"PyPy\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=1.1.1)"]
-docstest = ["pyenchant (>=1.6.11)", "readme-renderer", "sphinxcontrib-spelling (>=4.0.1)"]
-nox = ["nox"]
-pep8test = ["check-sdist", "click", "mypy", "ruff"]
-sdist = ["build"]
+docs = ["sphinx (>=5.3.0)", "sphinx-inline-tabs ; python_full_version >= \"3.8.0\"", "sphinx-rtd-theme (>=3.0.0) ; python_full_version >= \"3.8.0\""]
+docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
+nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2) ; python_full_version >= \"3.8.0\""]
+pep8test = ["check-sdist ; python_full_version >= \"3.8.0\"", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
+sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi", "cryptography-vectors (==43.0.3)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test = ["certifi (>=2024)", "cryptography-vectors (==45.0.5)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
 test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "deepdiff"
-version = "8.0.1"
+version = "8.5.0"
 description = "Deep Difference and Search of any Python object/data. Recreate objects by adding adding deltas to each other."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
-orderly-set = "5.2.2"
+orderly-set = ">=5.4.1,<6"
 
 [package.extras]
-cli = ["click (==8.1.7)", "pyyaml (==6.0.1)"]
+cli = ["click (>=8.1.0,<8.2.0)", "pyyaml (>=6.0.0,<6.1.0)"]
+coverage = ["coverage (>=7.6.0,<7.7.0)"]
+dev = ["bump2version (>=1.0.0,<1.1.0)", "ipdb (>=0.13.0,<0.14.0)", "jsonpickle (>=4.0.0,<4.1.0)", "nox (==2025.5.1)", "numpy (>=2.0,<3.0) ; python_version < \"3.10\"", "numpy (>=2.2.0,<2.3.0) ; python_version >= \"3.10\"", "orjson (>=3.10.0,<3.11.0)", "pandas (>=2.2.0,<2.3.0)", "polars (>=1.21.0,<1.22.0)", "python-dateutil (>=2.9.0,<2.10.0)", "tomli (>=2.2.0,<2.3.0)", "tomli-w (>=1.2.0,<1.3.0)"]
+docs = ["Sphinx (>=6.2.0,<6.3.0)", "sphinx-sitemap (>=2.6.0,<2.7.0)", "sphinxemoji (>=0.3.0,<0.4.0)"]
 optimize = ["orjson"]
+static = ["flake8 (>=7.1.0,<7.2.0)", "flake8-pyproject (>=1.2.3,<1.3.0)", "pydantic (>=2.10.0,<2.11.0)"]
+test = ["pytest (>=8.3.0,<8.4.0)", "pytest-benchmark (>=5.1.0,<5.2.0)", "pytest-cov (>=6.0.0,<6.1.0)", "python-dotenv (>=1.0.0,<1.1.0)"]
 
 [[package]]
 name = "dill"
-version = "0.3.9"
+version = "0.4.0"
 description = "serialize all of Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "dill-0.3.9-py3-none-any.whl", hash = "sha256:468dff3b89520b474c0397703366b7b95eebe6303f108adf9b19da1f702be87a"},
-    {file = "dill-0.3.9.tar.gz", hash = "sha256:81aa267dddf68cbfe8029c42ca9ec6a4ab3b22371d1c450abc54422577b4512c"},
+    {file = "dill-0.4.0-py3-none-any.whl", hash = "sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049"},
+    {file = "dill-0.4.0.tar.gz", hash = "sha256:0633f1d2df477324f53a895b02c901fb961bdbf65a17122586ea7019292cbcf0"},
 ]
 
 [package.extras]
@@ -370,17 +385,20 @@ profile = ["gprof2dot (>=2022.7.29)"]
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.2"
+version = "1.3.0"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
 markers = "python_version < \"3.11\""
 files = [
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+    {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
+    {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"},
 ]
 
+[package.dependencies]
+typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""}
+
 [package.extras]
 test = ["pytest (>=6)"]
 
@@ -401,14 +419,14 @@ testing = ["hatch", "pre-commit", "pytest", "tox"]
 
 [[package]]
 name = "freezegun"
-version = "1.5.1"
+version = "1.5.3"
 description = "Let your Python tests travel through time"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "freezegun-1.5.3-py3-none-any.whl", hash = "sha256:1ce20ee4be61349ba52c3af64f5eaba8d08ff51acfcf1b3ea671f03e54c818f1"},
+    {file = "freezegun-1.5.3.tar.gz", hash = "sha256:d7c6204e33a50affd7c7aa284f4f92e04e96f72d63313b89ceaaf60d9c64bc5e"},
 ]
 
 [package.dependencies]
@@ -490,14 +508,14 @@ all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2
 
 [[package]]
 name = "iniconfig"
-version = "2.0.0"
+version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
+    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
 ]
 
 [[package]]
@@ -583,72 +601,91 @@ reports = ["lxml"]
 
 [[package]]
 name = "mypy-extensions"
-version = "1.0.0"
+version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
+    {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
+]
+
+[[package]]
+name = "nest-asyncio"
+version = "1.6.0"
+description = "Patch asyncio to allow nested event loops"
+optional = false
+python-versions = ">=3.5"
+groups = ["main"]
+files = [
+    {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"},
+    {file = "nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe"},
 ]
 
 [[package]]
 name = "orderly-set"
-version = "5.2.2"
+version = "5.5.0"
 description = "Orderly set"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
+[package.extras]
+coverage = ["coverage (>=7.6.0,<7.7.0)"]
+dev = ["bump2version (>=1.0.0,<1.1.0)", "ipdb (>=0.13.0,<0.14.0)"]
+optimize = ["orjson"]
+static = ["flake8 (>=7.1.0,<7.2.0)", "flake8-pyproject (>=1.2.3,<1.3.0)"]
+test = ["pytest (>=8.3.0,<8.4.0)", "pytest-benchmark (>=5.1.0,<5.2.0)", "pytest-cov (>=6.0.0,<6.1.0)", "python-dotenv (>=1.0.0,<1.1.0)"]
+
 [[package]]
 name = "packaging"
-version = "24.1"
+version = "25.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
 [[package]]
 name = "platformdirs"
-version = "4.3.6"
+version = "4.3.8"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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+    {file = "platformdirs-4.3.8.tar.gz", hash = "sha256:3d512d96e16bcb959a814c9f348431070822a6496326a4be0911c40b5a74c2bc"},
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-type = ["mypy (>=1.11.2)"]
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+type = ["mypy (>=1.14.1)"]
 
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-version = "1.5.0"
+version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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-testing = ["pytest", "pytest-benchmark"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pycparser"
@@ -665,19 +702,19 @@ files = [
 
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+version = "2.11.7"
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 typing-extensions = ">=4.12.2"
 typing-inspection = ">=0.4.0"
 
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 ]
 
 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
+[[package]]
+name = "pygments"
+version = "2.19.2"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
+    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+]
+
+[package.extras]
+windows-terminal = ["colorama (>=0.4.6)"]
+
 [[package]]
 name = "pylint"
 version = "3.2.3"
@@ -830,14 +882,14 @@ testutils = ["gitpython (>3)"]
 
 [[package]]
 name = "pypdf"
-version = "5.1.0"
+version = "5.8.0"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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+    {file = "pypdf-5.8.0.tar.gz", hash = "sha256:f8332f80606913e6f0ce65488a870833c9d99ccdb988c17bb6c166f7c8e140cb"},
 ]
 
 [package.dependencies]
@@ -846,51 +898,54 @@ typing_extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 [package.extras]
 crypto = ["cryptography"]
 cryptodome = ["PyCryptodome"]
-dev = ["black", "flit", "pip-tools", "pre-commit (<2.18.0)", "pytest-cov", "pytest-socket", "pytest-timeout", "pytest-xdist", "wheel"]
+dev = ["black", "flit", "pip-tools", "pre-commit", "pytest-cov", "pytest-socket", "pytest-timeout", "pytest-xdist", "wheel"]
 docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
 full = ["Pillow (>=8.0.0)", "cryptography"]
 image = ["Pillow (>=8.0.0)"]
 
 [[package]]
 name = "pytest"
-version = "8.3.3"
+version = "8.4.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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-    {file = "pytest-8.3.3.tar.gz", hash = "sha256:70b98107bd648308a7952b06e6ca9a50bc660be218d53c257cc1fc94fda10181"},
+    {file = "pytest-8.4.1-py3-none-any.whl", hash = "sha256:539c70ba6fcead8e78eebbf1115e8b589e7565830d7d006a8723f19ac8a0afb7"},
+    {file = "pytest-8.4.1.tar.gz", hash = "sha256:7c67fd69174877359ed9371ec3af8a3d2b04741818c51e5e99cc1742251fa93c"},
 ]
 
 [package.dependencies]
-colorama = {version = "*", markers = "sys_platform == \"win32\""}
-exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
-iniconfig = "*"
-packaging = "*"
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+exceptiongroup = {version = ">=1", markers = "python_version < \"3.11\""}
+iniconfig = ">=1"
+packaging = ">=20"
 pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
 tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-asyncio"
-version = "0.24.0"
+version = "1.1.0"
 description = "Pytest support for asyncio"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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+    {file = "pytest_asyncio-1.1.0.tar.gz", hash = "sha256:796aa822981e01b68c12e4827b8697108f7205020f24b5793b3c41555dab68ea"},
 ]
 
 [package.dependencies]
+backports-asyncio-runner = {version = ">=1.1,<2", markers = "python_version < \"3.11\""}
 pytest = ">=8.2,<9"
+typing-extensions = {version = ">=4.12", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1.0)"]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
 testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
 [[package]]
@@ -914,14 +969,14 @@ testing = ["pytest-asyncio (==0.24.*)", "pytest-cov (==6.*)"]
 
 [[package]]
 name = "pytest-mock"
-version = "3.14.0"
+version = "3.14.1"
 description = "Thin-wrapper around the mock package for easier use with pytest"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "pytest_mock-3.14.1-py3-none-any.whl", hash = "sha256:178aefcd11307d874b4cd3100344e7e2d888d9791a6a1d9bfe90fbc1b74fd1d0"},
+    {file = "pytest_mock-3.14.1.tar.gz", hash = "sha256:159e9edac4c451ce77a5cdb9fc5d1100708d2dd4ba3c3df572f14097351af80e"},
 ]
 
 [package.dependencies]
@@ -932,14 +987,14 @@ dev = ["pre-commit", "pytest-asyncio", "tox"]
 
 [[package]]
 name = "pytest-xdist"
-version = "3.6.1"
+version = "3.8.0"
 description = "pytest xdist plugin for distributed testing, most importantly across multiple CPUs"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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-    {file = "pytest_xdist-3.6.1.tar.gz", hash = "sha256:ead156a4db231eec769737f57668ef58a2084a34b2e55c4a8fa20d861107300d"},
+    {file = "pytest_xdist-3.8.0-py3-none-any.whl", hash = "sha256:202ca578cfeb7370784a8c33d6d05bc6e13b4f25b5053c30a152269fd10f0b88"},
+    {file = "pytest_xdist-3.8.0.tar.gz", hash = "sha256:7e578125ec9bc6050861aa93f2d59f1d8d085595d6551c2c90b6f4fad8d3a9f1"},
 ]
 
 [package.dependencies]
@@ -953,14 +1008,14 @@ testing = ["filelock"]
 
 [[package]]
 name = "python-dateutil"
-version = "2.8.2"
+version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 groups = ["dev"]
 files = [
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-    {file = "python_dateutil-2.8.2-py2.py3-none-any.whl", hash = "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"},
+    {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
+    {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
 ]
 
 [package.dependencies]
@@ -968,19 +1023,19 @@ six = ">=1.5"
 
 [[package]]
 name = "requests"
-version = "2.32.3"
+version = "2.32.4"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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+    {file = "requests-2.32.4-py3-none-any.whl", hash = "sha256:27babd3cda2a6d50b30443204ee89830707d396671944c998b5975b031ac2b2c"},
+    {file = "requests-2.32.4.tar.gz", hash = "sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422"},
 ]
 
 [package.dependencies]
 certifi = ">=2017.4.17"
-charset-normalizer = ">=2,<4"
+charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<3"
 
@@ -1005,14 +1060,14 @@ requests = ">=2.0.1,<3.0.0"
 
 [[package]]
 name = "six"
-version = "1.16.0"
+version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 groups = ["dev"]
 files = [
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+    {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
+    {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
 
 [[package]]
@@ -1029,63 +1084,93 @@ files = [
 
 [[package]]
 name = "tomli"
-version = "2.0.2"
+version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 markers = "python_version < \"3.11\""
 files = [
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-    {file = "tomli-2.0.2.tar.gz", hash = "sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed"},
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+    {file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"},
+    {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
 ]
 
 [[package]]
 name = "tomlkit"
-version = "0.13.2"
+version = "0.13.3"
 description = "Style preserving TOML library"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "tomlkit-0.13.2-py3-none-any.whl", hash = "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde"},
-    {file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"},
+    {file = "tomlkit-0.13.3-py3-none-any.whl", hash = "sha256:c89c649d79ee40629a9fda55f8ace8c6a1b42deb912b2a8fd8d942ddadb606b0"},
+    {file = "tomlkit-0.13.3.tar.gz", hash = "sha256:430cf247ee57df2b94ee3fbe588e71d362a941ebb545dec29b53961d61add2a1"},
 ]
 
 [[package]]
 name = "types-aiofiles"
-version = "24.1.0.20240626"
+version = "24.1.0.20250708"
 description = "Typing stubs for aiofiles"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "types-aiofiles-24.1.0.20240626.tar.gz", hash = "sha256:48604663e24bc2d5038eac05ccc33e75799b0779e93e13d6a8f711ddc306ac08"},
-    {file = "types_aiofiles-24.1.0.20240626-py3-none-any.whl", hash = "sha256:7939eca4a8b4f9c6491b6e8ef160caee9a21d32e18534a57d5ed90aee47c66b4"},
+    {file = "types_aiofiles-24.1.0.20250708-py3-none-any.whl", hash = "sha256:07f8f06465fd415d9293467d1c66cd074b2c3b62b679e26e353e560a8cf63720"},
+    {file = "types_aiofiles-24.1.0.20250708.tar.gz", hash = "sha256:c8207ed7385491ce5ba94da02658164ebd66b69a44e892288c9f20cbbf5284ff"},
 ]
 
 [[package]]
 name = "typing-extensions"
-version = "4.12.2"
-description = "Backported and Experimental Type Hints for Python 3.8+"
+version = "4.14.1"
+description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
-    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
+    {file = "typing_extensions-4.14.1-py3-none-any.whl", hash = "sha256:d1e1e3b58374dc93031d6eda2420a48ea44a36c2b4766a4fdeb3710755731d76"},
+    {file = "typing_extensions-4.14.1.tar.gz", hash = "sha256:38b39f4aeeab64884ce9f74c94263ef78f3c22467c8724005483154c26648d36"},
 ]
 
 [[package]]
 name = "typing-inspection"
-version = "0.4.0"
+version = "0.4.1"
 description = "Runtime typing introspection tools"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "typing_inspection-0.4.0-py3-none-any.whl", hash = "sha256:50e72559fcd2a6367a19f7a7e610e6afcb9fac940c650290eed893d61386832f"},
-    {file = "typing_inspection-0.4.0.tar.gz", hash = "sha256:9765c87de36671694a67904bf2c96e395be9c6439bb6c87b5142569dcdd65122"},
+    {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"},
+    {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"},
 ]
 
 [package.dependencies]
@@ -1093,14 +1178,14 @@ typing-extensions = ">=4.12.0"
 
 [[package]]
 name = "urllib3"
-version = "2.2.3"
+version = "2.5.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"},
-    {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"},
+    {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
+    {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
 ]
 
 [package.extras]
@@ -1163,10 +1248,5 @@ test = ["aiohttp (>=3.10.5)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil",
 
 [metadata]
 lock-version = "2.1"
-<<<<<<< HEAD
-python-versions = ">=3.9"
-content-hash = "0ccecae9ed522811dc4b06d8ee7e64246d0727d7c88b7f2a3bb41e73f5a7caa1"
-=======
 python-versions = ">=3.9.2"
-content-hash = "c1ef8dc28bf0de7ee6741ff58f346f3c9129b7f6885e3c66962c8808e7f2197c"
->>>>>>> main
+content-hash = "f1ed0b2c01f3e8201fb3c491269c2736725ba2bb1eea5fab13d7b8520a6ab3d9"

From 4a95c7e526d214885f040ccfa1e15c962ff87124 Mon Sep 17 00:00:00 2001
From: Austin Walker <austin@unstructured.io>
Date: Fri, 25 Jul 2025 00:17:46 -0400
Subject: [PATCH 14/17] Try to fix test

---
 pyproject.toml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyproject.toml b/pyproject.toml
index 778755c8..da7b9e99 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,6 +48,7 @@ requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.pytest.ini_options]
+asyncio_mode = "auto"
 asyncio_default_fixture_loop_scope = "function"
 pythonpath = ["src"]
 

From e35b1c7fb5e29bbcb825f125b19210dedbcd8b61 Mon Sep 17 00:00:00 2001
From: Austin Walker <austin@unstructured.io>
Date: Fri, 25 Jul 2025 12:13:11 -0400
Subject: [PATCH 15/17] Bump version

---
 CHANGELOG.md | 9 +++++++++
 gen.yaml     | 2 +-
 2 files changed, 10 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index e9bfa6bb..4c7ca1e7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,12 @@
+## 0.42.0
+
+### Enhancements
+
+### Features
+
+### Fixes
+* Fix some environments failing to split pdfs with `Can't patch loop of type <class 'uvloop.Loop'>`, remove usage of `nest-asyncio`
+
 ## 0.41.0
 
 ### Enhancements
diff --git a/gen.yaml b/gen.yaml
index 82c7c44d..e141f8fc 100644
--- a/gen.yaml
+++ b/gen.yaml
@@ -18,7 +18,7 @@ generation:
     generateNewTests: false
     skipResponseBodyAssertions: false
 python:
-  version: 0.41.0
+  version: 0.42.0
   additionalDependencies:
     dev:
       deepdiff: '>=6.0'

From 35612e64b594c343ef93b5e25549c73ec65ccd2a Mon Sep 17 00:00:00 2001
From: Austin Walker <austin@unstructured.io>
Date: Thu, 31 Jul 2025 16:59:16 -0400
Subject: [PATCH 16/17] Use function scope for test sdk

---
 _test_unstructured_client/integration/test_integration.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_test_unstructured_client/integration/test_integration.py b/_test_unstructured_client/integration/test_integration.py
index 5150d81a..08ff8fd3 100644
--- a/_test_unstructured_client/integration/test_integration.py
+++ b/_test_unstructured_client/integration/test_integration.py
@@ -13,7 +13,7 @@
 from unstructured_client.utils.retries import BackoffStrategy, RetryConfig
 
 
-@pytest.fixture(scope="module")
+@pytest.fixture(scope="function")
 def client() -> UnstructuredClient:
     _client = UnstructuredClient(api_key_auth=os.getenv("UNSTRUCTURED_API_KEY"))
     yield _client

From 74196517a3c7b4db3f0119661394157f0afb8f4d Mon Sep 17 00:00:00 2001
From: Austin Walker <austin@unstructured.io>
Date: Thu, 31 Jul 2025 17:00:54 -0400
Subject: [PATCH 17/17] Remove uvloop blockers

---
 .../integration/test_integration.py                |  1 +
 .../_hooks/custom/split_pdf_hook.py                | 14 --------------
 2 files changed, 1 insertion(+), 14 deletions(-)

diff --git a/_test_unstructured_client/integration/test_integration.py b/_test_unstructured_client/integration/test_integration.py
index 08ff8fd3..975b6356 100644
--- a/_test_unstructured_client/integration/test_integration.py
+++ b/_test_unstructured_client/integration/test_integration.py
@@ -188,6 +188,7 @@ async def test_partition_async_processes_concurrent_files(client, doc_path):
 
 
 def test_uvloop_partitions_without_errors(client, doc_path):
+    """Test that we can use pdf splitting within another asyncio loop."""
     async def call_api():
         filename = "layout-parser-paper-fast.pdf"
         with open(doc_path / filename, "rb") as f:
diff --git a/src/unstructured_client/_hooks/custom/split_pdf_hook.py b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
index 3330a734..524e36cc 100644
--- a/src/unstructured_client/_hooks/custom/split_pdf_hook.py
+++ b/src/unstructured_client/_hooks/custom/split_pdf_hook.py
@@ -117,16 +117,6 @@ async def run_tasks(
         return sorted(results, key=lambda x: x[0])
 
 
-def context_is_uvloop():
-    """Return true if uvloop is installed and we're currently in a uvloop context. Our asyncio splitting code currently doesn't work under uvloop."""
-    try:
-        import uvloop  # type: ignore[import]  # pylint: disable=import-outside-toplevel
-        loop = asyncio.get_event_loop()
-        return isinstance(loop, uvloop.Loop)
-    except (ImportError, RuntimeError):
-        return False
-
-
 def get_optimal_split_size(num_pages: int, concurrency_level: int) -> int:
     """Distributes pages to workers evenly based on the number of pages and desired concurrency level."""
     if num_pages < MAX_PAGES_PER_SPLIT * concurrency_level:
@@ -273,10 +263,6 @@ def before_request(
             logger.warning("HTTP client not accessible! Continuing without splitting.")
             return request
 
-        if context_is_uvloop():
-            logger.warning("Splitting is currently incompatible with uvloop. Continuing without splitting.")
-            return request
-
         # This is our key into coroutines_to_execute
         # We need to pass it on to after_success so
         # we know which results are ours