From 728faea8a72749b6cdda322980ff0e5a4e1bc0e1 Mon Sep 17 00:00:00 2001
From: Jan Range <range.jan@web.de>
Date: Sun, 12 May 2024 00:59:48 +0200
Subject: [PATCH 01/13] remove lock

---
 poetry.lock | 1625 ---------------------------------------------------
 1 file changed, 1625 deletions(-)
 delete mode 100644 poetry.lock

diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index 21e40e9..0000000
--- a/poetry.lock
+++ /dev/null
@@ -1,1625 +0,0 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
-
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-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-
-[metadata]
-lock-version = "2.0"
-python-versions = "^3.8"
-content-hash = "83742e56b6f9f9c7faf9fd2cbc1b5579144004d18da7fc167e9a98ad4731e199"

From a14233ddd27d4d6585950a01e73045c5915ec062 Mon Sep 17 00:00:00 2001
From: Jan Range <range.jan@web.de>
Date: Sun, 12 May 2024 01:20:19 +0200
Subject: [PATCH 02/13] added linting and codespell workflows

---
 .github/workflows/codespell.yml | 23 +++++++++++++++++++++++
 .github/workflows/lint.yml      |  8 ++++++++
 2 files changed, 31 insertions(+)
 create mode 100644 .github/workflows/codespell.yml
 create mode 100644 .github/workflows/lint.yml

diff --git a/.github/workflows/codespell.yml b/.github/workflows/codespell.yml
new file mode 100644
index 0000000..7c9eafb
--- /dev/null
+++ b/.github/workflows/codespell.yml
@@ -0,0 +1,23 @@
+# Codespell configuration is within .codespellrc
+---
+name: Codespell
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+    branches: [main]
+
+permissions:
+  contents: read
+
+jobs:
+  codespell:
+    name: Check for spelling errors
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+      - name: Codespell
+        uses: codespell-project/actions-codespell@v2
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
new file mode 100644
index 0000000..b268138
--- /dev/null
+++ b/.github/workflows/lint.yml
@@ -0,0 +1,8 @@
+name: Ruff
+on: [push, pull_request]
+jobs:
+  ruff:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: chartboost/ruff-action@v1

From 451b2b91902334aee72b703f1d3133f5a6dd3889 Mon Sep 17 00:00:00 2001
From: Jan Range <range.jan@web.de>
Date: Sun, 12 May 2024 01:24:01 +0200
Subject: [PATCH 03/13] fix linting errors

---
 .gitignore                              | 12 ++++++++++++
 dvuploader/__init__.py                  |  6 +++---
 dvuploader/dvuploader.py                |  3 +--
 dvuploader/file.py                      |  3 +--
 dvuploader/packaging.py                 | 14 +++++++-------
 tests/integration/test_native_upload.py |  1 -
 6 files changed, 24 insertions(+), 15 deletions(-)

diff --git a/.gitignore b/.gitignore
index d9005f2..b102d79 100644
--- a/.gitignore
+++ b/.gitignore
@@ -150,3 +150,15 @@ cython_debug/
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 #.idea/
+
+# Ruff
+.ruff_cache/
+
+# Pyright
+pyrightconfig.json
+
+# MacOS
+.DS_Store
+
+# Poetry
+poetry.lock
diff --git a/dvuploader/__init__.py b/dvuploader/__init__.py
index 279f1f1..d357e67 100644
--- a/dvuploader/__init__.py
+++ b/dvuploader/__init__.py
@@ -1,6 +1,6 @@
-from .dvuploader import DVUploader
-from .file import File
-from .utils import add_directory
+from .dvuploader import DVUploader  # noqa: F401
+from .file import File  # noqa: F401
+from .utils import add_directory  # noqa: F401
 
 import nest_asyncio
 
diff --git a/dvuploader/dvuploader.py b/dvuploader/dvuploader.py
index d6aa9bb..87a1428 100644
--- a/dvuploader/dvuploader.py
+++ b/dvuploader/dvuploader.py
@@ -1,5 +1,4 @@
 import asyncio
-import json
 from urllib.parse import urljoin
 import requests
 import os
@@ -111,7 +110,7 @@ def upload(
             )
 
         if self.verbose:
-            rich.print(f"\n[bold italic white]🚀 Uploading files\n")
+            rich.print("\n[bold italic white]🚀 Uploading files\n")
 
         progress, pbars = self.setup_progress_bars(files=files)
 
diff --git a/dvuploader/file.py b/dvuploader/file.py
index 3dab308..9a42740 100644
--- a/dvuploader/file.py
+++ b/dvuploader/file.py
@@ -2,9 +2,8 @@
 import os
 from typing import List, Optional, Union, IO
 
-from pydantic import BaseModel, ConfigDict, Field, model_validator
+from pydantic import BaseModel, ConfigDict, Field
 from pydantic.fields import PrivateAttr
-import rich
 
 from dvuploader.checksum import Checksum, ChecksumTypes
 
diff --git a/dvuploader/packaging.py b/dvuploader/packaging.py
index 6acc676..eb3710d 100644
--- a/dvuploader/packaging.py
+++ b/dvuploader/packaging.py
@@ -2,6 +2,7 @@
 import zipfile
 
 from typing import List, Tuple
+from dvuploader.file import File
 
 MAXIMUM_PACKAGE_SIZE = int(
     os.environ.get(
@@ -11,7 +12,7 @@
 )
 
 
-def distribute_files(dv_files: List["File"]):  # type: ignore
+def distribute_files(dv_files: List[File]):
     """
     Distributes a list of files into packages based on their sizes.
 
@@ -27,7 +28,6 @@ def distribute_files(dv_files: List["File"]):  # type: ignore
     package_index = 0
     current_size = 0
     for file in dv_files:
-
         if file._size > MAXIMUM_PACKAGE_SIZE:
             current_package, current_size, package_index = _append_and_reset(
                 (package_index, [file]),
@@ -54,8 +54,8 @@ def distribute_files(dv_files: List["File"]):  # type: ignore
 
 
 def _append_and_reset(
-    package: Tuple[int, List["File"]],  # type: ignore
-    packages: List[Tuple[int, List["File"]]],  # type: ignore
+    package: Tuple[int, List[File]],
+    packages: List[Tuple[int, List[File]]],
 ):
     """
     Appends the given package to the packages list and resets the package list.
@@ -72,7 +72,7 @@ def _append_and_reset(
 
 
 def zip_files(
-    files: List["File"],  # type: ignore
+    files: List[File],
     tmp_dir: str,
     index: int,
 ):
@@ -91,14 +91,14 @@ def zip_files(
     with zipfile.ZipFile(path, "w") as zip_file:
         for file in files:
             zip_file.writestr(
-                data=file.handler.read(),
+                data=file.handler.read(),  # type: ignore
                 zinfo_or_arcname=_create_arcname(file),
             )
 
     return path
 
 
-def _create_arcname(file: "File"):  # type: ignore
+def _create_arcname(file: File):
     """
     Creates the arcname for the given file.
 
diff --git a/tests/integration/test_native_upload.py b/tests/integration/test_native_upload.py
index ddeeb7d..57c2ed8 100644
--- a/tests/integration/test_native_upload.py
+++ b/tests/integration/test_native_upload.py
@@ -2,7 +2,6 @@
 import json
 import tempfile
 
-import pytest
 from dvuploader.dvuploader import DVUploader
 from dvuploader.file import File
 

From 9d8116fad9f8efdb14d777612a4d46e53502515b Mon Sep 17 00:00:00 2001
From: Jan Range <range.jan@web.de>
Date: Sun, 12 May 2024 01:24:19 +0200
Subject: [PATCH 04/13] fix linting errors

---
 dvuploader/checksum.py | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/dvuploader/checksum.py b/dvuploader/checksum.py
index 83f3e67..d6a11dd 100644
--- a/dvuploader/checksum.py
+++ b/dvuploader/checksum.py
@@ -1,13 +1,10 @@
 import hashlib
 from enum import Enum
-import os
 from typing import IO, Callable
 
 from pydantic import BaseModel, ConfigDict, Field
 
 
-from enum import Enum
-import hashlib
 
 
 class ChecksumTypes(Enum):

From f0b15ee2b9299517886315f1dac09979a5df8248 Mon Sep 17 00:00:00 2001
From: Jan Range <range.jan@web.de>
Date: Sun, 12 May 2024 01:24:32 +0200
Subject: [PATCH 05/13] migrate to `httpx`

---
 dvuploader/directupload.py | 170 +++++++++++++++++++------------------
 dvuploader/nativeupload.py | 133 +++++++++++++----------------
 dvuploader/utils.py        |   6 +-
 3 files changed, 150 insertions(+), 159 deletions(-)

diff --git a/dvuploader/directupload.py b/dvuploader/directupload.py
index 07d168a..f198476 100644
--- a/dvuploader/directupload.py
+++ b/dvuploader/directupload.py
@@ -1,11 +1,11 @@
 import asyncio
+import httpx
 from io import BytesIO
 import json
 import os
 from typing import Dict, List, Optional, Tuple
 from urllib.parse import urljoin
 import aiofiles
-import aiohttp
 
 from dvuploader.file import File
 from dvuploader.utils import build_url
@@ -52,8 +52,13 @@ async def direct_upload(
     """
 
     leave_bar = len(files) < MAX_FILE_DISPLAY
-    connector = aiohttp.TCPConnector(limit=n_parallel_uploads)
-    async with aiohttp.ClientSession(connector=connector) as session:
+
+    session_params = {
+        "timeout": None,
+        "limits": httpx.Limits(max_connections=n_parallel_uploads),
+    }
+
+    async with httpx.AsyncClient(**session_params) as session:
         tasks = [
             _upload_to_store(
                 session=session,
@@ -83,11 +88,14 @@ async def direct_upload(
     }
 
     pbar = progress.add_task("╰── [bold white]Registering files", total=1)
-    connector = aiohttp.TCPConnector(limit=2)
-    async with aiohttp.ClientSession(
-        headers=headers,
-        connector=connector,
-    ) as session:
+
+    session_params = {
+        "timeout": None,
+        "limits": httpx.Limits(max_connections=n_parallel_uploads),
+        "headers": headers,
+    }
+
+    async with httpx.AsyncClient(**session_params) as session:
         await _add_files_to_ds(
             session=session,
             files=files,
@@ -99,7 +107,7 @@ async def direct_upload(
 
 
 async def _upload_to_store(
-    session: aiohttp.ClientSession,
+    session: httpx.AsyncClient,
     file: File,
     persistent_id: str,
     dataverse_url: str,
@@ -113,7 +121,7 @@ async def _upload_to_store(
     Uploads a file to a Dataverse collection using direct upload.
 
     Args:
-        session (aiohttp.ClientSession): The aiohttp client session.
+        session (httpx.AsyncClient): The httpx async client session.
         file (File): The file object to upload.
         persistent_id (str): The persistent identifier of the Dataverse dataset to upload to.
         dataverse_url (str): The URL of the Dataverse instance to upload to.
@@ -137,7 +145,7 @@ async def _upload_to_store(
         persistent_id=persistent_id,
     )
 
-    if not "urls" in ticket:
+    if "urls" not in ticket:
         status, storage_identifier = await _upload_singlepart(
             session=session,
             ticket=ticket,
@@ -165,7 +173,7 @@ async def _upload_to_store(
 
 
 async def _request_ticket(
-    session: aiohttp.ClientSession,
+    session: httpx.AsyncClient,
     dataverse_url: str,
     api_token: str,
     persistent_id: str,
@@ -178,7 +186,7 @@ async def _request_ticket(
     and storageIdentifier that will be used later to perform the upload.
 
     Args:
-        session (aiohttp.ClientSession): The aiohttp client session to use for the request.
+        session (httpx.AsyncClient): The httpx async client session to use for the request.
         dataverse_url (str): The URL of the Dataverse installation.
         api_token (str): The API token used to access the dataset.
         persistent_id (str): The persistent identifier of the dataset of interest.
@@ -194,14 +202,14 @@ async def _request_ticket(
         size=file_size,
     )
 
-    async with session.get(url) as response:
-        response.raise_for_status()
-        payload = await response.json()
-        return payload["data"]
+    response = await session.get(url)
+    response.raise_for_status()
+
+    return response.json()["data"]
 
 
 async def _upload_singlepart(
-    session: aiohttp.ClientSession,
+    session: httpx.AsyncClient,
     ticket: Dict,
     file: File,
     pbar,
@@ -213,7 +221,7 @@ async def _upload_singlepart(
     Uploads a single part of a file to a remote server using HTTP PUT method.
 
     Args:
-        session (aiohttp.ClientSession): The aiohttp client session used for the upload.
+        session (httpx.AsyncClient): The httpx async client session used for the upload.
         ticket (Dict): A dictionary containing the response from the server.
         filepath (str): The path to the file to be uploaded.
         pbar (tqdm): A progress bar object to track the upload progress.
@@ -224,7 +232,7 @@ async def _upload_singlepart(
         Tuple[bool, str]: A tuple containing the status of the upload (True for success, False for failure)
                           and the storage identifier of the uploaded file.
     """
-    assert "url" in ticket, "Couldnt find 'url'"
+    assert "url" in ticket, "Couldn't find 'url'"
 
     if TESTING:
         ticket["url"] = ticket["url"].replace("localstack", "localhost", 1)
@@ -237,26 +245,25 @@ async def _upload_singlepart(
     params = {
         "headers": headers,
         "url": ticket["url"],
-        "data": file.handler,
+        "files": {"": file.handler},
     }
 
-    async with session.put(**params) as response:
-        status = response.status == 200
-        response.raise_for_status()
+    response = await session.put(**params)
+    response.raise_for_status()
 
-        if status:
-            progress.update(pbar, advance=file._size)
-            await asyncio.sleep(0.1)
-            progress.update(
-                pbar,
-                visible=leave_bar,
-            )
+    if response.status_code == 200:
+        progress.update(pbar, advance=file._size)
+        await asyncio.sleep(0.1)
+        progress.update(
+            pbar,
+            visible=leave_bar,
+        )
 
-        return status, storage_identifier
+    return response.status_code == 200, storage_identifier
 
 
 async def _upload_multipart(
-    session: aiohttp.ClientSession,
+    session: httpx.AsyncClient,
     response: Dict,
     file: File,
     dataverse_url: str,
@@ -268,7 +275,7 @@ async def _upload_multipart(
     Uploads a file to Dataverse using multipart upload.
 
     Args:
-        session (aiohttp.ClientSession): The aiohttp client session.
+        session (httpx.AsyncClient): The httpx async client session.
         response (Dict): The response from the Dataverse API containing the upload ticket information.
         file (File): The file object to be uploaded.
         dataverse_url (str): The URL of the Dataverse instance.
@@ -322,7 +329,7 @@ async def _upload_multipart(
 
 async def _chunked_upload(
     file: File,
-    session: aiohttp.ClientSession,
+    session: httpx.AsyncClient,
     urls,
     chunk_size: int,
     pbar,
@@ -333,7 +340,7 @@ async def _chunked_upload(
 
     Args:
         file (File): The file object to upload.
-        session (aiohttp.ClientSession): The aiohttp client session to use for the upload.
+        session (httpx.AsyncClient): The httpx async client session to use for the upload.
         urls: An iterable of URLs to upload the file chunks to.
         chunk_size (int): The size of each chunk in bytes.
         pbar (tqdm): The progress bar to update during the upload.
@@ -386,15 +393,15 @@ async def _chunked_upload(
 def _validate_ticket_response(response: Dict) -> None:
     """Validate the response from the ticket request to include all necessary fields."""
 
-    assert "abort" in response, "Couldnt find 'abort'"
-    assert "complete" in response, "Couldnt find 'complete'"
-    assert "partSize" in response, "Couldnt find 'partSize'"
-    assert "urls" in response, "Couldnt find 'urls'"
+    assert "abort" in response, "Couldn't find 'abort'"
+    assert "complete" in response, "Couldn't find 'complete'"
+    assert "partSize" in response, "Couldn't find 'partSize'"
+    assert "urls" in response, "Couldn't find 'urls'"
     assert "storageIdentifier" in response, "Could not find 'storageIdentifier'"
 
 
 async def _upload_chunk(
-    session: aiohttp.ClientSession,
+    session: httpx.AsyncClient,
     url: str,
     file: BytesIO,
 ):
@@ -402,7 +409,7 @@ async def _upload_chunk(
     Uploads a chunk of data to the specified URL using the provided session.
 
     Args:
-        session (aiohttp.ClientSession): The session to use for the upload.
+        session (httpx.AsyncClient): The session to use for the upload.
         url (str): The URL to upload the chunk to.
         file (ChunkStream): The chunk of data to upload.
         pbar: The progress bar to update during the upload.
@@ -419,13 +426,14 @@ async def _upload_chunk(
         "data": file,
     }
 
-    async with session.put(**params) as response:
-        response.raise_for_status()
-        return response.headers.get("ETag")
+    response = await session.put(**params)
+    response.raise_for_status()
+
+    return response.headers.get("ETag")
 
 
 async def _complete_upload(
-    session: aiohttp.ClientSession,
+    session: httpx.AsyncClient,
     url: str,
     dataverse_url: str,
     e_tags: List[Optional[str]],
@@ -434,7 +442,7 @@ async def _complete_upload(
     """Completes the upload by sending the E tags
 
     Args:
-        session (aiohttp.ClientSession): The aiohttp client session.
+        session (httpx.AsyncClient): The aiohttp client session.
         url (str): The URL to send the PUT request to.
         dataverse_url (str): The base URL of the Dataverse instance.
         e_tags (List[str]): The list of E tags to send in the payload.
@@ -453,12 +461,12 @@ async def _complete_upload(
         },
     }
 
-    async with session.put(**params) as response:
-        response.raise_for_status()
+    response = await session.put(**params)
+    response.raise_for_status()
 
 
 async def _abort_upload(
-    session: aiohttp.ClientSession,
+    session: httpx.AsyncClient,
     url: str,
     dataverse_url: str,
     api_token: str,
@@ -467,7 +475,7 @@ async def _abort_upload(
     Aborts an ongoing upload by sending a DELETE request to the specified URL.
 
     Args:
-        session (aiohttp.ClientSession): The aiohttp client session.
+        session (httpx.AsyncClient): The httpx async client session.
         url (str): The URL to send the DELETE request to.
         dataverse_url (str): The base URL of the Dataverse instance.
         api_token (str): The API token to use for the request.
@@ -476,16 +484,15 @@ async def _abort_upload(
         aiohttp.ClientResponseError: If the DELETE request fails.
     """
 
-    headers = {
-        "X-Dataverse-key": api_token,
-    }
+    headers = {"X-Dataverse-key": api_token}
 
-    async with session.delete(urljoin(dataverse_url, url), headers=headers) as response:
-        response.raise_for_status()
+    url = urljoin(dataverse_url, url)
+    response = await session.delete(url, headers=headers)
+    response.raise_for_status()
 
 
 async def _add_files_to_ds(
-    session: aiohttp.ClientSession,
+    session: httpx.AsyncClient,
     dataverse_url: str,
     pid: str,
     files: List[File],
@@ -496,7 +503,7 @@ async def _add_files_to_ds(
     Adds a file to a Dataverse dataset.
 
     Args:
-        session (aiohttp.ClientSession): The aiohttp client session.
+        session (httpx.AsyncClient): The httpx async client session.
         dataverse_url (str): The URL of the Dataverse instance.
         pid (str): The persistent identifier of the dataset.
         file (File): The file to be added.
@@ -526,7 +533,7 @@ async def _add_files_to_ds(
     progress.update(pbar, advance=1)
 
 
-def _prepare_registration(files: List[File], use_replace: bool) -> str:
+def _prepare_registration(files: List[File], use_replace: bool) -> List[Dict]:
     """
     Prepares the files for registration at the Dataverse instance.
 
@@ -534,29 +541,26 @@ def _prepare_registration(files: List[File], use_replace: bool) -> str:
         files (List[File]): The list of files to prepare.
 
     Returns:
-        str: A JSON string containing the file data.
+        List[Dict]: The list of files prepared for registration.
     """
 
     exclude = {"to_replace"} if use_replace else {"to_replace", "file_id"}
 
-    return json.dumps(
-        [
-            file.model_dump(
-                by_alias=True,
-                exclude=exclude,
-                exclude_none=True,
-            )
-            for file in files
-            if file.to_replace is use_replace
-        ],
-        indent=2,
-    )
+    return [
+        file.model_dump(
+            by_alias=True,
+            exclude=exclude,
+            exclude_none=True,
+        )
+        for file in files
+        if file.to_replace is use_replace
+    ]
 
 
 async def _multipart_json_data_request(
-    json_data: str,
+    json_data: List[Dict],
     url: str,
-    session: aiohttp.ClientSession,
+    session: httpx.AsyncClient,
 ):
     """
     Sends a multipart/form-data POST request with JSON data to the specified URL using the provided session.
@@ -564,18 +568,22 @@ async def _multipart_json_data_request(
     Args:
         json_data (str): The JSON data to be sent in the request body.
         url (str): The URL to send the request to.
-        session (aiohttp.ClientSession): The aiohttp client session to use for the request.
+        session (httpx.AsyncClient): The httpx async client session to use for the request.
 
     Raises:
-        aiohttp.ClientResponseError: If the response status code is not successful.
+        httpx.HTTPStatusError: If the response status code is not successful.
 
     Returns:
         None
     """
 
-    with aiohttp.MultipartWriter("form-data") as writer:
-        json_part = writer.append(json_data)
-        json_part.set_content_disposition("form-data", name="jsonData")
+    files = {
+        "jsonData": (
+            None,
+            BytesIO(json.dumps(json_data).encode()),
+            "application/json",
+        ),
+    }
 
-        async with session.post(url, data=writer) as response:
-            response.raise_for_status()
+    response = await session.post(url, files=files)
+    response.raise_for_status()
diff --git a/dvuploader/nativeupload.py b/dvuploader/nativeupload.py
index bb5c3fb..622b986 100644
--- a/dvuploader/nativeupload.py
+++ b/dvuploader/nativeupload.py
@@ -1,11 +1,11 @@
 import asyncio
+from io import BytesIO
+import httpx
 import json
 import os
 import tempfile
-from typing import List, Tuple
-from typing_extensions import Dict
-import aiofiles
-import aiohttp
+import tenacity
+from typing import List, Tuple, Dict
 
 from rich.progress import Progress, TaskID
 
@@ -13,7 +13,7 @@
 from dvuploader.packaging import distribute_files, zip_files
 from dvuploader.utils import build_url, retrieve_dataset_files
 
-MAX_RETRIES = os.environ.get("DVUPLOADER_MAX_RETRIES", 15)
+MAX_RETRIES = int(os.environ.get("DVUPLOADER_MAX_RETRIES", 15))
 NATIVE_UPLOAD_ENDPOINT = "/api/datasets/:persistentId/add"
 NATIVE_REPLACE_ENDPOINT = "/api/files/{FILE_ID}/replace"
 NATIVE_METADATA_ENDPOINT = "/api/files/{FILE_ID}/metadata"
@@ -49,13 +49,11 @@ async def native_upload(
     session_params = {
         "base_url": dataverse_url,
         "headers": {"X-Dataverse-key": api_token},
-        "connector": aiohttp.TCPConnector(
-            limit=n_parallel_uploads,
-            timeout_ceil_threshold=120,
-        ),
+        "timeout": None,
+        "limits": httpx.Limits(max_connections=n_parallel_uploads),
     }
 
-    async with aiohttp.ClientSession(**session_params) as session:
+    async with httpx.AsyncClient(**session_params) as session:
         with tempfile.TemporaryDirectory() as tmp_dir:
             packages = distribute_files(files)
             packaged_files = _zip_packages(
@@ -161,8 +159,12 @@ def _reset_progress(
         progress.remove_task(pbar)
 
 
+@tenacity.retry(
+    wait=tenacity.wait_fixed(0.5),
+    stop=tenacity.stop_after_attempt(MAX_RETRIES),
+)
 async def _single_native_upload(
-    session: aiohttp.ClientSession,
+    session: httpx.AsyncClient,
     file: File,
     persistent_id: str,
     pbar,
@@ -172,7 +174,7 @@ async def _single_native_upload(
     Uploads a file to a Dataverse repository using the native upload method.
 
     Args:
-        session (aiohttp.ClientSession): The aiohttp client session.
+        session (httpx.AsyncClient): The aiohttp client session.
         file (File): The file to be uploaded.
         persistent_id (str): The persistent identifier of the dataset.
         pbar: The progress bar object.
@@ -194,65 +196,34 @@ async def _single_native_upload(
 
     json_data = _get_json_data(file)
 
-    for _ in range(MAX_RETRIES):
-
-        formdata = aiohttp.FormData()
-        formdata.add_field(
-            "jsonData",
-            json.dumps(json_data),
-            content_type="application/json",
-        )
-        formdata.add_field(
-            "file",
-            file.handler,
-            filename=file.file_name,
-        )
-
-        async with session.post(endpoint, data=formdata) as response:
-            status = response.status
+    files = {
+        "file": (file.file_name, file.handler, file.mimeType),
+        "jsonData": (
+            None,
+            BytesIO(json.dumps(json_data).encode()),
+            "application/json",
+        ),
+    }
 
-            if status == 200:
-                progress.update(pbar, advance=file._size, complete=file._size)
+    response = await session.post(
+        endpoint,
+        files=files,  # type: ignore
+    )
 
-                # Wait to avoid rate limiting
-                await asyncio.sleep(0.7)
+    response.raise_for_status()
 
-                return status, await response.json()
+    if response.status_code == 200:
+        progress.update(pbar, advance=file._size, complete=file._size)
 
         # Wait to avoid rate limiting
-        await asyncio.sleep(1.0)
-
-    return False, {"message": "Failed to upload file"}
-
-
-def file_sender(
-    file: File,
-    progress: Progress,
-    pbar: TaskID,
-):
-    """
-    Asynchronously reads and yields chunks of a file.
-
-    Args:
-        file_name (str): The name of the file to read.
-        progress (Progress): The progress object to track the file upload progress.
-        pbar (TaskID): The ID of the progress bar associated with the file upload.
+        await asyncio.sleep(0.7)
 
-    Yields:
-        bytes: The chunks of the file.
+        return 200, response.json()
 
-    """
-
-    assert file.handler is not None, "File handler is not set."
+    # Wait to avoid rate limiting
+    await asyncio.sleep(1.0)
 
-    chunk_size = 64 * 1024  # 10 MB
-    chunk = file.handler.read(chunk_size)
-    progress.advance(pbar, advance=chunk_size)
-
-    while chunk:
-        yield chunk
-        chunk = file.handler.read(chunk_size)
-        progress.advance(pbar, advance=chunk_size)
+    return False, {"message": "Failed to upload file"}
 
 
 def _get_json_data(file: File) -> Dict:
@@ -267,7 +238,7 @@ def _get_json_data(file: File) -> Dict:
 
 
 async def _update_metadata(
-    session: aiohttp.ClientSession,
+    session: httpx.AsyncClient,
     files: List[File],
     dataverse_url: str,
     api_token: str,
@@ -277,7 +248,7 @@ async def _update_metadata(
 
     Args:
 
-        session (aiohttp.ClientSession): The aiohttp client session.
+        session (httpx.AsyncClient): The httpx async client.
         files (List[File]): The files to update the metadata for.
         dataverse_url (str): The URL of the Dataverse repository.
         api_token (str): The API token of the Dataverse repository.
@@ -316,8 +287,12 @@ async def _update_metadata(
     await asyncio.gather(*tasks)
 
 
+@tenacity.retry(
+    wait=tenacity.wait_fixed(0.3),
+    stop=tenacity.stop_after_attempt(MAX_RETRIES),
+)
 async def _update_single_metadata(
-    session: aiohttp.ClientSession,
+    session: httpx.AsyncClient,
     url: str,
     file: File,
 ) -> None:
@@ -328,15 +303,25 @@ async def _update_single_metadata(
     del json_data["forceReplace"]
     del json_data["restrict"]
 
-    formdata = aiohttp.FormData()
-    formdata.add_field(
-        "jsonData",
-        json.dumps(json_data),
-        content_type="application/json",
-    )
+    # Send metadata as a readable byte stream
+    # This is a workaround since "data" and "json"
+    # does not work
+    files = {
+        "jsonData": (
+            None,
+            BytesIO(json.dumps(json_data).encode()),
+            "application/json",
+        ),
+    }
+
+    response = await session.post(url, files=files)
+
+    if response.status_code == 200:
+        return
+    else:
+        await asyncio.sleep(1.0)
 
-    async with session.post(url, data=formdata) as response:
-        response.raise_for_status()
+    raise ValueError(f"Failed to update metadata for file {file.file_name}.")
 
 
 def _retrieve_file_ids(
diff --git a/dvuploader/utils.py b/dvuploader/utils.py
index 3a6fbfb..47916d0 100644
--- a/dvuploader/utils.py
+++ b/dvuploader/utils.py
@@ -1,14 +1,12 @@
-import json
 import os
 import pathlib
 import re
 from typing import List
 from urllib.parse import urljoin
-import requests
+import httpx
 from rich.progress import Progress
 
 from dvuploader.file import File
-import os
 
 
 def build_url(
@@ -59,7 +57,7 @@ def retrieve_dataset_files(
 
     DATASET_ENDPOINT = f"/api/datasets/:persistentId/?persistentId={persistent_id}"
 
-    response = requests.get(
+    response = httpx.get(
         urljoin(dataverse_url, DATASET_ENDPOINT),
         headers={"X-Dataverse-key": api_token},
     )

From cf41decaa36a6477d6f58aa3792f8dbaa05c9627 Mon Sep 17 00:00:00 2001
From: Jan Range <range.jan@web.de>
Date: Sun, 12 May 2024 01:24:42 +0200
Subject: [PATCH 06/13] update python badge

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index f099f44..6daf483 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 <h1 align="center">
   Dataverse Uploader</br>
   <a href="https://badge.fury.io/py/dvuploader"><img src="https://badge.fury.io/py/dvuploader.svg" alt="PyPI version" height="18"></a>
-  <img src="https://img.shields.io/badge/python-3.8 | 3.9 | 3.10 | 3.11-blue.svg" alt="Build Badge">
+  <img src="https://img.shields.io/badge/python-3.9 | 3.10 | 3.11-blue.svg" alt="Build Badge">
   <img src="https://github.com/gdcc/python-dvuploader/actions/workflows/test.yml/badge.svg" alt="Build Badge">
 </h1>
 
@@ -81,7 +81,7 @@ dvuploader my_file.txt my_other_file.txt \
 
 #### Using a config file
 
-Alternatively, you can also supply a `config` file that contains all necessary informations for the uploader. The `config` file is a JSON/YAML file that contains the following keys:
+Alternatively, you can also supply a `config` file that contains all necessary information for the uploader. The `config` file is a JSON/YAML file that contains the following keys:
 
 * `persistent_id`: Persistent identifier of the dataset to upload to.
 * `dataverse_url`: URL of the Dataverse instance.

From 67b8def74083e33a1318cec47c37550be4c7d17e Mon Sep 17 00:00:00 2001
From: Jan Range <range.jan@web.de>
Date: Sun, 12 May 2024 01:24:58 +0200
Subject: [PATCH 07/13] update dependencies

---
 pyproject.toml | 28 ++++++++++++++++++++--------
 1 file changed, 20 insertions(+), 8 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 79fa96e..a3bb91c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,26 +6,38 @@ authors = ["Jan Range"]
 readme = "README.md"
 
 [tool.poetry.dependencies]
-python = "^3.8"
+python = "^3.9"
 pydantic = "^2.5.3"
-requests = "^2.31.0"
+httpx = "^0.27.0"
 typer = "^0.9.0"
 pyyaml = "^6.0.1"
-aiohttp = "^3.9.1"
-aiodns = "^3.1.1"
 nest-asyncio = "^1.5.8"
 aiofiles = "^23.2.1"
 rich = "^13.7.0"
-ipywidgets = "^8.1.1"
+tenacity = "^8.3.0"
 
 [tool.poetry.scripts]
 dvuploader = "dvuploader.cli:app"
 
-[tool.poetry.group.test.dependencies]
+[tool.poetry.group.dev.dependencies]
+ruff = "^0.4.4"
+codespell = "^2.2.6"
 coverage = "^7.4.0"
 pytest-cov = "^4.1.0"
 pytest-asyncio = "^0.23.3"
-pytest-mock = "^3.12.0"
+pytest-httpx = "^0.30.0"
+
+[tool.poetry.group.jupyter.dependencies]
+ipywidgets = "^8.1.1"
+
+[tool.poetry.group.test.dependencies]
+pytest-cov = "^4.1.0"
+pytest-asyncio = "^0.23.3"
+pytest-httpx = "^0.30.0"
+
+[tool.poetry.group.linting.dependencies]
+codespell = "^2.2.6"
+ruff = "^0.4.4"
 
 [build-system]
 requires = ["poetry-core"]
@@ -33,4 +45,4 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.pytest.ini_options]
 addopts = ["-v", "--cov=dvuploader"]
-asyncio_mode = "auto"
\ No newline at end of file
+asyncio_mode = "auto"

From a57a7d9c7261a675e70ee1515a006f834babc1c9 Mon Sep 17 00:00:00 2001
From: Jan Range <range.jan@web.de>
Date: Sun, 12 May 2024 01:25:12 +0200
Subject: [PATCH 08/13] adapt tests to `httpx`

---
 tests/unit/test_directupload.py | 56 ++++++---------------------
 tests/unit/test_utils.py        | 68 ++++++++-------------------------
 2 files changed, 28 insertions(+), 96 deletions(-)

diff --git a/tests/unit/test_directupload.py b/tests/unit/test_directupload.py
index 415dbf2..a2c2d93 100644
--- a/tests/unit/test_directupload.py
+++ b/tests/unit/test_directupload.py
@@ -1,10 +1,7 @@
-from urllib.parse import urljoin
-import aiohttp
+import httpx
 import pytest
 from rich.progress import Progress
 from dvuploader.directupload import (
-    UPLOAD_ENDPOINT,
-    REPLACE_ENDPOINT,
     _add_files_to_ds,
     _validate_ticket_response,
 )
@@ -13,49 +10,26 @@
 
 
 class Test_AddFileToDs:
-    # Should successfully add a file to a Dataverse dataset with a valid file path
+    # Should successfully add files to a Dataverse dataset with a valid file path
     @pytest.mark.asyncio
-    async def test_successfully_add_file_with_valid_filepath(self, mocker):
+    async def test_successfully_add_replace_file_with_valid_filepath(self, httpx_mock):
         # Mock the session.post method to return a response with status code 200
-        mock_post = mocker.patch("aiohttp.ClientSession.post")
-        mock_post.return_value.__aenter__.return_value.status = 200
-
-        # Initialize the necessary variables
-        session = aiohttp.ClientSession()
-        dataverse_url = "https://example.com"
-        pid = "persistent_id"
-        fpath = "tests/fixtures/add_dir_files/somefile.txt"
-        files = [File(filepath=fpath)]
-        progress = Progress()
-        pbar = progress.add_task("Uploading", total=1)
-
-        # Invoke the function
-        await _add_files_to_ds(
-            session=session,
-            dataverse_url=dataverse_url,
-            pid=pid,
-            files=files,
-            progress=progress,
-            pbar=pbar,
+        httpx_mock.add_response(
+            method="post",
+            url="https://example.com/api/datasets/:persistentId/addFiles?persistentId=pid",
         )
 
-        # Assert that the response status is 200 and the result is True
-        assert mock_post.called_with(
-            urljoin(dataverse_url, UPLOAD_ENDPOINT + pid), data=mocker.ANY
+        httpx_mock.add_response(
+            method="post",
+            url="https://example.com/api/datasets/:persistentId/replaceFiles?persistentId=pid",
         )
 
-    @pytest.mark.asyncio
-    async def test_successfully_replace_file_with_valid_filepath(self, mocker):
-        # Mock the session.post method to return a response with status code 200
-        mock_post = mocker.patch("aiohttp.ClientSession.post")
-        mock_post.return_value.__aenter__.return_value.status = 200
-
         # Initialize the necessary variables
-        session = aiohttp.ClientSession()
+        session = httpx.AsyncClient()
         dataverse_url = "https://example.com"
-        pid = "persistent_id"
+        pid = "pid"
         fpath = "tests/fixtures/add_dir_files/somefile.txt"
-        files = [File(filepath=fpath, file_id="0")]
+        files = [File(filepath=fpath)]
         progress = Progress()
         pbar = progress.add_task("Uploading", total=1)
 
@@ -69,12 +43,6 @@ async def test_successfully_replace_file_with_valid_filepath(self, mocker):
             pbar=pbar,
         )
 
-        # Assert that the response status is 200 and the result is True
-        assert mock_post.called_with(
-            urljoin(dataverse_url, REPLACE_ENDPOINT + pid),
-            data=mocker.ANY,
-        )
-
 
 class Test_ValidateTicketResponse:
     # Function does not raise any exceptions when all necessary fields are present
diff --git a/tests/unit/test_utils.py b/tests/unit/test_utils.py
index 065de37..f6d906d 100644
--- a/tests/unit/test_utils.py
+++ b/tests/unit/test_utils.py
@@ -1,6 +1,6 @@
 from io import BytesIO
-import requests
 import pytest
+import httpx
 
 from rich.progress import Progress
 from dvuploader.file import File
@@ -141,55 +141,22 @@ def test_raises_TypeError_if_query_parameter_keys_not_strings(self):
 
 
 class TestRetrieveDatasetFiles:
-    # Retrieve files of a dataset with valid dataverse_url, persistent_id, and api_token.
-    def test_valid_parameters_with_dotted_dict(self, mocker):
-        # Mock the requests.get function
-        mocker.patch("requests.get")
-
-        # Set up mock response
-        mock_response = mocker.Mock()
-        mock_response.json.return_value = {
-            "data": {
-                "latestVersion": {
-                    "files": [
-                        {"file_name": "file1.txt"},
-                        {"file_name": "file2.txt"},
-                    ]
-                }
-            }
-        }
-        requests.get.return_value = mock_response
-
-        # Call the function under test
-        result = retrieve_dataset_files("http://example.com", "12345", "token")
-
-        # Assert the result
-        assert result == [
-            {"file_name": "file1.txt"},
-            {"file_name": "file2.txt"},
-        ]
-
-        # Assert that requests.get was called with the correct parameters
-        requests.get.assert_called_once_with(
-            "http://example.com/api/datasets/:persistentId/?persistentId=12345",
-            headers={"X-Dataverse-key": "token"},
-        )
-
     # Return a list of files in the dataset.
-    def test_return_files_list(self, mocker):
+    def test_return_files_list(self, httpx_mock):
         # Mock the requests.get function
-        mocker.patch("requests.get")
-
-        # Set up mock response
-        mock_response = mocker.Mock()
-        mock_response.json.return_value = {
-            "data": {
-                "latestVersion": {
-                    "files": [{"file_name": "file1.txt"}, {"file_name": "file2.txt"}]
+        httpx_mock.add_response(
+            url="http://example.com/api/datasets/:persistentId/?persistentId=12345",
+            json={
+                "data": {
+                    "latestVersion": {
+                        "files": [
+                            {"file_name": "file1.txt"},
+                            {"file_name": "file2.txt"},
+                        ]
+                    }
                 }
-            }
-        }
-        requests.get.return_value = mock_response
+            },
+        )
 
         # Call the function under test
         result = retrieve_dataset_files("http://example.com", "12345", "token")
@@ -198,12 +165,9 @@ def test_return_files_list(self, mocker):
         assert result == [{"file_name": "file1.txt"}, {"file_name": "file2.txt"}]
 
     # Raise HTTPError if the request to the Dataverse repository fails.
-    def test_raise_http_error(self, mocker):
-        # Mock the requests.get function to raise an exception
-        mocker.patch("requests.get", side_effect=requests.exceptions.HTTPError)
-
+    def test_raise_http_error(self):
         # Call the function under test and assert that it raises an HTTPError
-        with pytest.raises(requests.exceptions.HTTPError):
+        with pytest.raises(httpx.HTTPStatusError):
             retrieve_dataset_files("http://example.com", "12345", "token")
 
 

From 3ae871158776f180dd57f124bc7e2d81abab32c8 Mon Sep 17 00:00:00 2001
From: Jan Range <range.jan@web.de>
Date: Sun, 12 May 2024 01:26:57 +0200
Subject: [PATCH 09/13] run `codepell` on push and pr

---
 .github/workflows/codespell.yml | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/codespell.yml b/.github/workflows/codespell.yml
index 7c9eafb..60fc883 100644
--- a/.github/workflows/codespell.yml
+++ b/.github/workflows/codespell.yml
@@ -3,10 +3,8 @@
 name: Codespell
 
 on:
-  push:
-    branches: [main]
-  pull_request:
-    branches: [main]
+  - push
+  - pull_request
 
 permissions:
   contents: read

From a72457c88b3f3a7bf390e3f760c63d6f32f06633 Mon Sep 17 00:00:00 2001
From: Jan Range <range.jan@web.de>
Date: Sun, 12 May 2024 01:36:50 +0200
Subject: [PATCH 10/13] add compose files for local testing

---
 docker/docker-compose-base.yml     | 137 +++++++++++++++++++++++++++++
 docker/docker-compose-test-all.yml |  31 +++++++
 local-test.env                     |   9 ++
 3 files changed, 177 insertions(+)
 create mode 100644 docker/docker-compose-base.yml
 create mode 100644 docker/docker-compose-test-all.yml
 create mode 100644 local-test.env

diff --git a/docker/docker-compose-base.yml b/docker/docker-compose-base.yml
new file mode 100644
index 0000000..196a1a3
--- /dev/null
+++ b/docker/docker-compose-base.yml
@@ -0,0 +1,137 @@
+version: "2.4"
+name: pydataverse
+services:
+  dataverse:
+    container_name: "dataverse"
+    hostname: dataverse
+    image: ${DATAVERSE_IMAGE}
+    restart: on-failure
+    user: payara
+    environment:
+      - DATAVERSE_DB_HOST=postgres
+      - DATAVERSE_DB_USER=${DATAVERSE_DB_USER}
+      - DATAVERSE_DB_PASSWORD=${DATAVERSE_DB_PASSWORD}
+      - JVM_ARGS=-Ddataverse.pid.providers=fake
+        -Ddataverse.pid.default-provider=fake
+        -Ddataverse.pid.fake.type=FAKE
+        -Ddataverse.pid.fake.label=FakeDOIProvider
+        -Ddataverse.pid.fake.authority=10.5072
+        -Ddataverse.pid.fake.shoulder=FK2/
+    ports:
+      - "8080:8080"
+    networks:
+      - dataverse
+    depends_on:
+      postgres:
+        condition: service_started
+      solr:
+        condition: service_started
+      dv_initializer:
+        condition: service_completed_successfully
+    volumes:
+      - ${PWD}/dv/data:/dv
+      - ${PWD}:/secrets
+    tmpfs:
+      - /dumps:mode=770,size=2052M,uid=1000,gid=1000
+      - /tmp:mode=770,size=2052M,uid=1000,gid=1000
+    mem_limit: 2147483648 # 2 GiB
+    mem_reservation: 1024m
+    privileged: false
+    healthcheck:
+      test: curl --fail http://dataverse:8080/api/info/version || exit 1
+      interval: 10s
+      retries: 20
+      start_period: 20s
+      timeout: 240s
+
+  dv_initializer:
+    container_name: "dv_initializer"
+    image: ${CONFIGBAKER_IMAGE}
+    restart: "no"
+    command:
+      - sh
+      - -c
+      - "fix-fs-perms.sh dv"
+    volumes:
+      - ${PWD}/dv/data:/dv
+
+  postgres:
+    container_name: "postgres"
+    hostname: postgres
+    image: postgres:${POSTGRES_VERSION}
+    restart: on-failure
+    environment:
+      - POSTGRES_USER=${DATAVERSE_DB_USER}
+      - POSTGRES_PASSWORD=${DATAVERSE_DB_PASSWORD}
+    ports:
+      - "5432:5432"
+    networks:
+      - dataverse
+
+  solr_initializer:
+    container_name: "solr_initializer"
+    image: ${CONFIGBAKER_IMAGE}
+    restart: "no"
+    command:
+      - sh
+      - -c
+      - "fix-fs-perms.sh solr && cp -a /template/* /solr-template"
+    volumes:
+      - ${PWD}/solr/data:/var/solr
+      - ${PWD}/solr/conf:/solr-template
+
+  solr:
+    container_name: "solr"
+    hostname: "solr"
+    image: solr:${SOLR_VERSION}
+    depends_on:
+      solr_initializer:
+        condition: service_completed_successfully
+    restart: on-failure
+    ports:
+      - "8983:8983"
+    networks:
+      - dataverse
+    command:
+      - "solr-precreate"
+      - "collection1"
+      - "/template"
+    volumes:
+      - ${PWD}/solr/data:/var/solr
+      - ${PWD}/solr/conf:/template
+
+  smtp:
+    container_name: "smtp"
+    hostname: "smtp"
+    image: maildev/maildev:2.0.5
+    restart: on-failure
+    expose:
+      - "25" # smtp server
+    environment:
+      - MAILDEV_SMTP_PORT=25
+      - MAILDEV_MAIL_DIRECTORY=/mail
+    networks:
+      - dataverse
+    tmpfs:
+      - /mail:mode=770,size=128M,uid=1000,gid=1000
+
+  bootstrap:
+    container_name: "bootstrap"
+    hostname: "bootstrap"
+    image: ${CONFIGBAKER_IMAGE}
+    restart: "no"
+    networks:
+      - dataverse
+    volumes:
+      - ${PWD}/dv/bootstrap.exposed.env:/.env
+    command:
+      - sh
+      - -c
+      - "bootstrap.sh -e /.env dev"
+    depends_on:
+      dataverse:
+        condition: service_healthy
+
+networks:
+  dataverse:
+    driver: bridge
diff --git a/docker/docker-compose-test-all.yml b/docker/docker-compose-test-all.yml
new file mode 100644
index 0000000..22274a2
--- /dev/null
+++ b/docker/docker-compose-test-all.yml
@@ -0,0 +1,31 @@
+version: "2.4"
+services:
+  unit-tests:
+    container_name: unit-tests
+    image: python:${PYTHON_VERSION}-slim
+    environment:
+      BASE_URL: http://dataverse:8080
+      DV_VERSION: 6.2
+    networks:
+      - dataverse
+    volumes:
+      - ${PWD}:/pydataverse
+      - ../dv:/dv
+    command:
+      - sh
+      - -c
+      - |
+        # Fetch the API Token from the local file
+        export $(grep "API_TOKEN" "dv/bootstrap.exposed.env")
+        export API_TOKEN_SUPERUSER=$$API_TOKEN
+        cd /pydataverse
+
+        # Run the unit tests
+        python3 -m pip install --upgrade pip
+        python3 -m pip install pytest pytest-cov
+        python3 -m pip install -e .
+        python3 -m pytest > /dv/unit-tests.log
+
+    depends_on:
+      bootstrap:
+        condition: service_completed_successfully
diff --git a/local-test.env b/local-test.env
new file mode 100644
index 0000000..7400574
--- /dev/null
+++ b/local-test.env
@@ -0,0 +1,9 @@
+# Dataverse
+DATAVERSE_IMAGE=docker.io/gdcc/dataverse:unstable
+DATAVERSE_DB_USER=dataverse
+DATAVERSE_DB_PASSWORD=secret
+CONFIGBAKER_IMAGE=docker.io/gdcc/configbaker:unstable
+
+# Services
+POSTGRES_VERSION=15
+SOLR_VERSION=9.3.0
\ No newline at end of file

From d5316be0437b626f5655203601c87b3a248efedd Mon Sep 17 00:00:00 2001
From: Jan Range <range.jan@web.de>
Date: Sun, 12 May 2024 01:37:11 +0200
Subject: [PATCH 11/13] add dev instructions

---
 README.md | 45 +++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 45 insertions(+)

diff --git a/README.md b/README.md
index 6daf483..2dfdf04 100644
--- a/README.md
+++ b/README.md
@@ -114,3 +114,48 @@ The `config` file can then be used as follows:
 ```bash
 dvuploader --config-path config.yml
 ```
+
+## Development
+
+To install the development dependencies, run the following command:
+
+```bash
+pip install poetry
+poetry install --with test
+```
+
+### Running tests locally
+
+In order to test the DVUploader, you need to have a Dataverse instance running. You can start a local Dataverse instance by following these steps:
+
+**1. Start the Dataverse instance**
+
+```bash
+docker compose \
+    -f ./docker/docker-compose-base.yml \
+    --env-file local-test.env \
+    up -d
+```
+
+**2. Set up the environment variables**
+
+```bash
+export BASE_URL=http://localhost:8080
+export $(grep "API_TOKEN" "dv/bootstrap.exposed.env")
+export DVUPLOADER_TESTING=true
+```
+
+**3. Run the test(s) with pytest**
+
+```bash
+python -m pytest -v
+```
+
+### Linting
+
+This repository uses `ruff` to lint the code and `codespell` to check for spelling mistakes. You can run the linters with the following command:
+
+```bash
+python -m ruff
+python -m codespell --check-filenames
+```

From caa4d36e60d35ebea4a010ba3baebcee447e84f5 Mon Sep 17 00:00:00 2001
From: Jan Range <range.jan@web.de>
Date: Sun, 12 May 2024 01:38:02 +0200
Subject: [PATCH 12/13] use `httpx` for post request

---
 tests/conftest.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/conftest.py b/tests/conftest.py
index 376bac9..2590812 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,6 +1,6 @@
 import os
 import pytest
-import requests
+import httpx
 
 
 @pytest.fixture
@@ -35,7 +35,7 @@ def create_dataset(
         server_url = server_url[:-1]
 
     url = f"{server_url}/api/dataverses/{parent}/datasets"
-    response = requests.post(
+    response = httpx.post(
         url=url,
         headers={"X-Dataverse-key": api_token},
         data=open("./tests/fixtures/create_dataset.json", "rb"),

From 24d24955b6147b30c2bd5845d708b89e739c875e Mon Sep 17 00:00:00 2001
From: Jan Range <range.jan@web.de>
Date: Sun, 12 May 2024 01:46:36 +0200
Subject: [PATCH 13/13] use `httpx` instead of `requests`

---
 dvuploader/dvuploader.py | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/dvuploader/dvuploader.py b/dvuploader/dvuploader.py
index 87a1428..0b0052f 100644
--- a/dvuploader/dvuploader.py
+++ b/dvuploader/dvuploader.py
@@ -1,6 +1,6 @@
 import asyncio
 from urllib.parse import urljoin
-import requests
+import httpx
 import os
 import rich
 from typing import Dict, List, Optional
@@ -170,7 +170,6 @@ async def _validate_and_hash_files(self, verbose: bool):
         )
 
         with progress:
-
             tasks = [
                 self._validate_and_hash_file(
                     file=file, progress=progress, task_id=task, verbose=self.verbose
@@ -337,7 +336,7 @@ def _has_direct_upload(
         )
 
         # Send HTTP request
-        response = requests.get(query)
+        response = httpx.get(query)
 
         if response.status_code == 404:
             return False