From c6930e372b1eabbdd9950d6a215bca64b68c7b07 Mon Sep 17 00:00:00 2001
From: Suhun Han <ssut@users.noreply.github.com>
Date: Fri, 13 Dec 2024 23:31:22 +0900
Subject: [PATCH] release: v4.0.0 (#426)

---
 .github/workflows/ci.yml      |  37 +-
 .zed/settings.json            |  30 ++
 Pipfile                       |  16 -
 Pipfile.lock                  | 646 ----------------------------------
 README.rst                    |  13 +-
 docs/conf.py                  | 163 ++++-----
 example/translate_word_doc.py |  18 +-
 googletrans/__init__.py       |   5 +-
 googletrans/client.py         | 270 +++++++++-----
 googletrans/constants.py      | 291 +++++++++++----
 googletrans/gtoken.py         | 136 +++----
 googletrans/models.py         |  30 +-
 googletrans/urls.py           |   5 +-
 googletrans/utils.py          |  78 ++--
 pyproject.toml                |  40 +++
 pytest.ini                    |   3 +-
 requirements.txt              |  28 ++
 setup.py                      |  73 ----
 tests/__init__.py             |   0
 tests/conftest.py             |  19 +-
 tests/test_client.py          | 200 ++++++-----
 tests/test_gtoken.py          |  67 ++--
 tests/test_utils.py           |  27 +-
 translate                     |  49 +--
 uv.lock                       | 501 ++++++++++++++++++++++++++
 25 files changed, 1467 insertions(+), 1278 deletions(-)
 create mode 100644 .zed/settings.json
 delete mode 100644 Pipfile
 delete mode 100644 Pipfile.lock
 create mode 100644 pyproject.toml
 create mode 100644 requirements.txt
 delete mode 100644 setup.py
 create mode 100644 tests/__init__.py
 create mode 100644 uv.lock

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index c7e8ce8..fac4528 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -5,23 +5,28 @@ on:
   - pull_request
 
 jobs:
-  build:
-    runs-on: ubuntu-latest
+  test:
+    runs-on: ubuntu-24.04
     strategy:
       matrix:
-        python-version: ['3.7', '3.8', '3.9', '3.10', '3.11', '3.12']
+        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12", "3.13"]
 
     steps:
-    - uses: actions/checkout@v3
-    - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v4
-      with:
-        python-version: ${{ matrix.python-version }}
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        python -m pip install tox tox-gh-actions
-    - name: Test with tox
-      run: tox
-
-
+      - uses: actions/checkout@v4
+      - name: Install uv
+        uses: astral-sh/setup-uv@v3
+        with:
+          enable-cache: true
+          cache-dependency-glob: "requirements**.txt"
+      - name: Set up Python ${{ matrix.python-version }}
+        run: uv python install ${{ matrix.python-version }}
+      - name: Install dependencies
+        run: uv sync --all-extras --dev
+      - name: Run tests with coverage
+        run: |
+          uv run python -m pytest --cov=googletrans --cov-report=xml
+      - name: Upload coverage to Codecov
+        uses: codecov/codecov-action@v4
+        with:
+          files: ./coverage.xml
+          token: ${{ secrets.CODECOV_TOKEN }}
diff --git a/.zed/settings.json b/.zed/settings.json
new file mode 100644
index 0000000..66f9b1d
--- /dev/null
+++ b/.zed/settings.json
@@ -0,0 +1,30 @@
+{
+  "languages": {
+    "Python": {
+      "language_servers": ["pyright", "ruff"],
+      "format_on_save": "on",
+      "formatter": [
+        {
+          "code_actions": {
+            "source.fixAll.ruff": true,
+            "source.organizeImports.ruff": true
+          }
+        },
+        {
+          "language_server": {
+            "name": "ruff"
+          }
+        }
+      ]
+    }
+  },
+  "lsp": {
+      "ruff": {
+        "initialization_options": {
+          "settings": {
+            "path": "./pyproject.toml"
+          }
+        }
+      }
+    }
+}
diff --git a/Pipfile b/Pipfile
deleted file mode 100644
index 96b45f2..0000000
--- a/Pipfile
+++ /dev/null
@@ -1,16 +0,0 @@
-[[source]]
-url = "https://pypi.python.org/simple"
-verify_ssl = true
-name = "pypi"
-
-[packages]
-httpx = {extras = ["http2"], version = "~=0.23"}
-
-[dev-packages]
-coveralls = "*"
-"pytest-watch" = "*"
-"pytest-testmon" = "*"
-sphinx = "*"
-
-[requires]
-python_version = "^3.6"
diff --git a/Pipfile.lock b/Pipfile.lock
deleted file mode 100644
index 2680f98..0000000
--- a/Pipfile.lock
+++ /dev/null
@@ -1,646 +0,0 @@
-{
-    "_meta": {
-        "hash": {
-            "sha256": "d68ab844e5920866556b2fd9dc32456520ce2fc110115b0ebbeb136a6038b5e1"
-        },
-        "pipfile-spec": 6,
-        "requires": {
-            "python_version": "^3.6"
-        },
-        "sources": [
-            {
-                "name": "pypi",
-                "url": "https://pypi.python.org/simple",
-                "verify_ssl": true
-            }
-        ]
-    },
-    "default": {
-        "anyio": {
-            "hashes": [
-                "sha256:c5a275fe5ca0afd788001f58fca1e69e29ce706d746e317d660e21f70c530ef9",
-                "sha256:fdeb095b7cc5a5563175eedd926ec4ae55413bb4be5770c424af0ba46ccb4a78"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==4.5.0"
-        },
-        "certifi": {
-            "hashes": [
-                "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8",
-                "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"
-            ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2024.8.30"
-        },
-        "exceptiongroup": {
-            "hashes": [
-                "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b",
-                "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"
-            ],
-            "markers": "python_version < '3.11'",
-            "version": "==1.2.2"
-        },
-        "h11": {
-            "hashes": [
-                "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d",
-                "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==0.14.0"
-        },
-        "h2": {
-            "hashes": [
-                "sha256:03a46bcf682256c95b5fd9e9a99c1323584c3eec6440d379b9903d709476bc6d",
-                "sha256:a83aca08fbe7aacb79fec788c9c0bac936343560ed9ec18b82a13a12c28d2abb"
-            ],
-            "version": "==4.1.0"
-        },
-        "hpack": {
-            "hashes": [
-                "sha256:84a076fad3dc9a9f8063ccb8041ef100867b1878b25ef0ee63847a5d53818a6c",
-                "sha256:fc41de0c63e687ebffde81187a948221294896f6bdc0ae2312708df339430095"
-            ],
-            "markers": "python_full_version >= '3.6.1'",
-            "version": "==4.0.0"
-        },
-        "httpcore": {
-            "hashes": [
-                "sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61",
-                "sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==1.0.5"
-        },
-        "httpx": {
-            "extras": [
-                "http2"
-            ],
-            "hashes": [
-                "sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0",
-                "sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==0.27.2"
-        },
-        "hyperframe": {
-            "hashes": [
-                "sha256:0ec6bafd80d8ad2195c4f03aacba3a8265e57bc4cff261e802bf39970ed02a15",
-                "sha256:ae510046231dc8e9ecb1a6586f63d2347bf4c8905914aa84ba585ae85f28a914"
-            ],
-            "markers": "python_full_version >= '3.6.1'",
-            "version": "==6.0.1"
-        },
-        "idna": {
-            "hashes": [
-                "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9",
-                "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"
-            ],
-            "markers": "python_version >= '3.6'",
-            "version": "==3.10"
-        },
-        "sniffio": {
-            "hashes": [
-                "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2",
-                "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==1.3.1"
-        },
-        "typing-extensions": {
-            "hashes": [
-                "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d",
-                "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"
-            ],
-            "markers": "python_version < '3.11'",
-            "version": "==4.12.2"
-        }
-    },
-    "develop": {
-        "alabaster": {
-            "hashes": [
-                "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65",
-                "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"
-            ],
-            "markers": "python_version >= '3.9'",
-            "version": "==0.7.16"
-        },
-        "babel": {
-            "hashes": [
-                "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b",
-                "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==2.16.0"
-        },
-        "certifi": {
-            "hashes": [
-                "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8",
-                "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"
-            ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2024.8.30"
-        },
-        "charset-normalizer": {
-            "hashes": [
-                "sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027",
-                "sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087",
-                "sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786",
-                "sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8",
-                "sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09",
-                "sha256:122c7fa62b130ed55f8f285bfd56d5f4b4a5b503609d181f9ad85e55c89f4185",
-                "sha256:1ceae2f17a9c33cb48e3263960dc5fc8005351ee19db217e9b1bb15d28c02574",
-                "sha256:1d3193f4a680c64b4b6a9115943538edb896edc190f0b222e73761716519268e",
-                "sha256:1f79682fbe303db92bc2b1136016a38a42e835d932bab5b3b1bfcfbf0640e519",
-                "sha256:2127566c664442652f024c837091890cb1942c30937add288223dc895793f898",
-                "sha256:22afcb9f253dac0696b5a4be4a1c0f8762f8239e21b99680099abd9b2b1b2269",
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-                "sha256:e06ed3eb3218bc64786f7db41917d4e686cc4856944f53d5bdf83a6884432e12",
-                "sha256:e27ad930a842b4c5eb8ac0016b0a54f5aebbe679340c26101df33424142c143c",
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-                "sha256:ffee1f21e5ef0d712f9033568f8344d5da8cc2869dbd08d87c84656e6a2d2f68"
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-            "markers": "python_version >= '3.7'",
-            "version": "==2.1.5"
-        },
-        "packaging": {
-            "hashes": [
-                "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002",
-                "sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==24.1"
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-        "pluggy": {
-            "hashes": [
-                "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1",
-                "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==1.5.0"
-        },
-        "pygments": {
-            "hashes": [
-                "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199",
-                "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a"
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-            "markers": "python_version >= '3.8'",
-            "version": "==2.18.0"
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-        "pytest": {
-            "hashes": [
-                "sha256:70b98107bd648308a7952b06e6ca9a50bc660be218d53c257cc1fc94fda10181",
-                "sha256:a6853c7375b2663155079443d2e45de913a911a11d669df02a50814944db57b2"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==8.3.3"
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-        "pytest-testmon": {
-            "hashes": [
-                "sha256:8271ca47bc8c80760c4fc7fd7895ea786b111bbb31f13eeea879a6fd11fe2226",
-                "sha256:8ebe2c3de42d99306ee54cd4536fed0fc48346a954420da904b18e8d59b5da98"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.8'",
-            "version": "==2.1.1"
-        },
-        "pytest-watch": {
-            "hashes": [
-                "sha256:06136f03d5b361718b8d0d234042f7b2f203910d8568f63df2f866b547b3d4b9"
-            ],
-            "index": "pypi",
-            "version": "==4.2.0"
-        },
-        "requests": {
-            "hashes": [
-                "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760",
-                "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==2.32.3"
-        },
-        "snowballstemmer": {
-            "hashes": [
-                "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1",
-                "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"
-            ],
-            "version": "==2.2.0"
-        },
-        "sphinx": {
-            "hashes": [
-                "sha256:242f92a7ea7e6c5b406fdc2615413890ba9f699114a9c09192d7dfead2ee9cfe",
-                "sha256:c2419e2135d11f1951cd994d6eb18a1835bd8fdd8429f9ca375dc1f3281bd239"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.9'",
-            "version": "==7.4.7"
-        },
-        "sphinxcontrib-applehelp": {
-            "hashes": [
-                "sha256:2f29ef331735ce958efa4734873f084941970894c6090408b079c61b2e1c06d1",
-                "sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5"
-            ],
-            "markers": "python_version >= '3.9'",
-            "version": "==2.0.0"
-        },
-        "sphinxcontrib-devhelp": {
-            "hashes": [
-                "sha256:411f5d96d445d1d73bb5d52133377b4248ec79db5c793ce7dbe59e074b4dd1ad",
-                "sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2"
-            ],
-            "markers": "python_version >= '3.9'",
-            "version": "==2.0.0"
-        },
-        "sphinxcontrib-htmlhelp": {
-            "hashes": [
-                "sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8",
-                "sha256:c9e2916ace8aad64cc13a0d233ee22317f2b9025b9cf3295249fa985cc7082e9"
-            ],
-            "markers": "python_version >= '3.9'",
-            "version": "==2.1.0"
-        },
-        "sphinxcontrib-jsmath": {
-            "hashes": [
-                "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178",
-                "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8"
-            ],
-            "markers": "python_version >= '3.5'",
-            "version": "==1.0.1"
-        },
-        "sphinxcontrib-qthelp": {
-            "hashes": [
-                "sha256:4fe7d0ac8fc171045be623aba3e2a8f613f8682731f9153bb2e40ece16b9bbab",
-                "sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb"
-            ],
-            "markers": "python_version >= '3.9'",
-            "version": "==2.0.0"
-        },
-        "sphinxcontrib-serializinghtml": {
-            "hashes": [
-                "sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331",
-                "sha256:e9d912827f872c029017a53f0ef2180b327c3f7fd23c87229f7a8e8b70031d4d"
-            ],
-            "markers": "python_version >= '3.9'",
-            "version": "==2.0.0"
-        },
-        "tomli": {
-            "hashes": [
-                "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc",
-                "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"
-            ],
-            "markers": "python_version < '3.11'",
-            "version": "==2.0.1"
-        },
-        "urllib3": {
-            "hashes": [
-                "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac",
-                "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==2.2.3"
-        },
-        "watchdog": {
-            "hashes": [
-                "sha256:14dd4ed023d79d1f670aa659f449bcd2733c33a35c8ffd88689d9d243885198b",
-                "sha256:29e4a2607bd407d9552c502d38b45a05ec26a8e40cc7e94db9bb48f861fa5abc",
-                "sha256:3960136b2b619510569b90f0cd96408591d6c251a75c97690f4553ca88889769",
-                "sha256:3e8d5ff39f0a9968952cce548e8e08f849141a4fcc1290b1c17c032ba697b9d7",
-                "sha256:53ed1bf71fcb8475dd0ef4912ab139c294c87b903724b6f4a8bd98e026862e6d",
-                "sha256:5597c051587f8757798216f2485e85eac583c3b343e9aa09127a3a6f82c65ee8",
-                "sha256:638bcca3d5b1885c6ec47be67bf712b00a9ab3d4b22ec0881f4889ad870bc7e8",
-                "sha256:6bec703ad90b35a848e05e1b40bf0050da7ca28ead7ac4be724ae5ac2653a1a0",
-                "sha256:726eef8f8c634ac6584f86c9c53353a010d9f311f6c15a034f3800a7a891d941",
-                "sha256:72990192cb63872c47d5e5fefe230a401b87fd59d257ee577d61c9e5564c62e5",
-                "sha256:7d1aa7e4bb0f0c65a1a91ba37c10e19dabf7eaaa282c5787e51371f090748f4b",
-                "sha256:8c47150aa12f775e22efff1eee9f0f6beee542a7aa1a985c271b1997d340184f",
-                "sha256:901ee48c23f70193d1a7bc2d9ee297df66081dd5f46f0ca011be4f70dec80dab",
-                "sha256:963f7c4c91e3f51c998eeff1b3fb24a52a8a34da4f956e470f4b068bb47b78ee",
-                "sha256:9814adb768c23727a27792c77812cf4e2fd9853cd280eafa2bcfa62a99e8bd6e",
-                "sha256:aa9cd6e24126d4afb3752a3e70fce39f92d0e1a58a236ddf6ee823ff7dba28ee",
-                "sha256:b6dc8f1d770a8280997e4beae7b9a75a33b268c59e033e72c8a10990097e5fde",
-                "sha256:b84bff0391ad4abe25c2740c7aec0e3de316fdf7764007f41e248422a7760a7f",
-                "sha256:ba32efcccfe2c58f4d01115440d1672b4eb26cdd6fc5b5818f1fb41f7c3e1889",
-                "sha256:bda40c57115684d0216556671875e008279dea2dc00fcd3dde126ac8e0d7a2fb",
-                "sha256:c4a440f725f3b99133de610bfec93d570b13826f89616377715b9cd60424db6e",
-                "sha256:d010be060c996db725fbce7e3ef14687cdcc76f4ca0e4339a68cc4532c382a73",
-                "sha256:d2ab34adc9bf1489452965cdb16a924e97d4452fcf88a50b21859068b50b5c3b",
-                "sha256:d7594a6d32cda2b49df3fd9abf9b37c8d2f3eab5df45c24056b4a671ac661619",
-                "sha256:d961f4123bb3c447d9fcdcb67e1530c366f10ab3a0c7d1c0c9943050936d4877",
-                "sha256:dae7a1879918f6544201d33666909b040a46421054a50e0f773e0d870ed7438d",
-                "sha256:dcebf7e475001d2cdeb020be630dc5b687e9acdd60d16fea6bb4508e7b94cf76",
-                "sha256:f627c5bf5759fdd90195b0c0431f99cff4867d212a67b384442c51136a098ed7",
-                "sha256:f8b2918c19e0d48f5f20df458c84692e2a054f02d9df25e6c3c930063eca64c1",
-                "sha256:fb223456db6e5f7bd9bbd5cd969f05aae82ae21acc00643b60d81c770abd402b"
-            ],
-            "markers": "python_version >= '3.9'",
-            "version": "==5.0.2"
-        },
-        "zipp": {
-            "hashes": [
-                "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350",
-                "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==3.20.2"
-        }
-    }
-}
diff --git a/README.rst b/README.rst
index aaf2038..f953110 100644
--- a/README.rst
+++ b/README.rst
@@ -11,7 +11,7 @@ implemented Google Translate API. This uses the `Google Translate Ajax
 API <https://translate.google.com>`__ to make calls to such methods as
 detect and translate.
 
-Compatible with Python 3.6+.
+Compatible with Python 3.8+.
 
 For details refer to the `API
 Documentation <https://py-googletrans.readthedocs.io/en/latest>`__.
@@ -24,15 +24,10 @@ Features
 -  Auto language detection
 -  Bulk translations
 -  Customizable service URL
+-  Async support
 -  HTTP/2 support
-
-TODO
-~~~~
-
-more features are coming soon.
-
 -  Proxy support
--  Internal session management (for better bulk translations)
+-  Complete type hints
 
 HTTP/2 support
 ~~~~~~~~~~~~~~
@@ -109,7 +104,7 @@ URLs are provided, it then randomly chooses a domain.
 Customize service URL to point to standard api
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-Considering translate.google.<domain> url services use the webapp requiring a token, 
+Considering translate.google.<domain> url services use the webapp requiring a token,
 you can prefer to use the direct api than does not need any token to process.
 It can solve your problems of unstable token providing processes (refer to issue #234)
 
diff --git a/docs/conf.py b/docs/conf.py
index ebf14e9..5ba9bdc 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -15,49 +15,47 @@
 
 import datetime
 import sys
-import os
-import shlex
 
-sys.path.append('..')
+sys.path.append("..")
 import googletrans
 
 # If extensions (or modules to document with autodoc) are in another directory,
 # add these directories to sys.path here. If the directory is relative to the
 # documentation root, use os.path.abspath to make it absolute, like shown here.
-#sys.path.insert(0, os.path.abspath('.'))
+# sys.path.insert(0, os.path.abspath('.'))
 
 # -- General configuration ------------------------------------------------
 
 # If your documentation needs a minimal Sphinx version, state it here.
-#needs_sphinx = '1.0'
+# needs_sphinx = '1.0'
 
 # Add any Sphinx extension module names here, as strings. They can be
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
 # ones.
 extensions = [
-    'sphinx.ext.autodoc',
-    'sphinx.ext.intersphinx',
+    "sphinx.ext.autodoc",
+    "sphinx.ext.intersphinx",
     # 'sphinx.ext.viewcode',
 ]
 
 # Add any paths that contain templates here, relative to this directory.
-templates_path = ['_templates']
+templates_path = ["_templates"]
 
 # The suffix(es) of source filenames.
 # You can specify multiple suffix as a list of string:
 # source_suffix = ['.rst', '.md']
-source_suffix = '.rst'
+source_suffix = ".rst"
 
 # The encoding of source files.
-#source_encoding = 'utf-8-sig'
+# source_encoding = 'utf-8-sig'
 
 # The master toctree document.
-master_doc = 'index'
+master_doc = "index"
 
 # General information about the project.
-project = 'Googletrans'
-copyright =  str(datetime.date.today().year) + ', SuHun Han (ssut)'
-author = 'SuHun Han (ssut)'
+project = "Googletrans"
+copyright = str(datetime.date.today().year) + ", SuHun Han (ssut)"
+author = "SuHun Han (ssut)"
 
 # The version info for the project you're documenting, acts as replacement for
 # |version| and |release|, also used in various other places throughout the
@@ -77,73 +75,73 @@
 
 # There are two options for replacing |today|: either, you set today to some
 # non-false value, then it is used:
-#today = ''
+# today = ''
 # Else, today_fmt is used as the format for a strftime call.
-#today_fmt = '%B %d, %Y'
+# today_fmt = '%B %d, %Y'
 
 # List of patterns, relative to source directory, that match files and
 # directories to ignore when looking for source files.
-exclude_patterns = ['_build', '_themes']
+exclude_patterns = ["_build", "_themes"]
 
 # The reST default role (used for this markup: `text`) to use for all
 # documents.
-#default_role = None
+# default_role = None
 
 # If true, '()' will be appended to :func: etc. cross-reference text.
-#add_function_parentheses = True
+# add_function_parentheses = True
 
 # If true, the current module name will be prepended to all description
 # unit titles (such as .. function::).
-#add_module_names = True
+# add_module_names = True
 
 # If true, sectionauthor and moduleauthor directives will be shown in the
 # output. They are ignored by default.
-#show_authors = False
+# show_authors = False
 
 # The name of the Pygments (syntax highlighting) style to use.
-pygments_style = 'sphinx'
+pygments_style = "sphinx"
 
 # A list of ignored prefixes for module index sorting.
-#modindex_common_prefix = []
+# modindex_common_prefix = []
 
 # If true, keep warnings as "system message" paragraphs in the built documents.
-#keep_warnings = False
+# keep_warnings = False
 
 # If true, `todo` and `todoList` produce output, else they produce nothing.
 todo_include_todos = False
 
-suppress_warnings = ['image.nonlocal_uri']
+suppress_warnings = ["image.nonlocal_uri"]
 
 
 # -- Options for HTML output ----------------------------------------------
 
 # The theme to use for HTML and HTML Help pages.  See the documentation for
 # a list of builtin themes.
-html_theme = 'solar'
+html_theme = "solar"
 
 # Theme options are theme-specific and customize the look and feel of a theme
 # further.  For a list of options available for each theme, see the
 # documentation.
-#html_theme_options = {}
+# html_theme_options = {}
 
 # Add any paths that contain custom themes here, relative to this directory.
-html_theme_path = ['_themes']
+html_theme_path = ["_themes"]
 
 # The name for this set of Sphinx documents.  If None, it defaults to
 # "<project> v<release> documentation".
-#html_title = None
+# html_title = None
 
 # A shorter title for the navigation bar.  Default is the same as html_title.
-#html_short_title = None
+# html_short_title = None
 
 # The name of an image file (relative to this directory) to place at the top
 # of the sidebar.
-#html_logo = None
+# html_logo = None
 
 # The name of an image file (within the static path) to use as favicon of the
 # docs.  This file should be a Windows icon file (.ico) being 16x16 or 32x32
 # pixels large.
-#html_favicon = None
+# html_favicon = None
 
 # Add any paths that contain custom static files (such as style sheets) here,
 # relative to this directory. They are copied after the builtin static files,
@@ -153,124 +151,123 @@
 # Add any extra paths that contain custom files (such as robots.txt or
 # .htaccess) here, relative to this directory. These files are copied
 # directly to the root of the documentation.
-#html_extra_path = []
+# html_extra_path = []
 
 # If not '', a 'Last updated on:' timestamp is inserted at every page bottom,
 # using the given strftime format.
-#html_last_updated_fmt = '%b %d, %Y'
+# html_last_updated_fmt = '%b %d, %Y'
 
 # If true, SmartyPants will be used to convert quotes and dashes to
 # typographically correct entities.
-#html_use_smartypants = True
+# html_use_smartypants = True
 
 # Custom sidebar templates, maps document names to template names.
-#html_sidebars = {}
+# html_sidebars = {}
 
 # Additional templates that should be rendered to pages, maps page names to
 # template names.
-#html_additional_pages = {}
+# html_additional_pages = {}
 
 # If false, no module index is generated.
-#html_domain_indices = True
+# html_domain_indices = True
 
 # If false, no index is generated.
 html_use_index = False
 
 # If true, the index is split into individual pages for each letter.
-#html_split_index = False
+# html_split_index = False
 
 # If true, links to the reST sources are added to the pages.
 html_show_sourcelink = True
 
 # If true, "Created using Sphinx" is shown in the HTML footer. Default is True.
-#html_show_sphinx = True
+# html_show_sphinx = True
 
 # If true, "(C) Copyright ..." is shown in the HTML footer. Default is True.
-#html_show_copyright = True
+# html_show_copyright = True
 
 # If true, an OpenSearch description file will be output, and all pages will
 # contain a <link> tag referring to it.  The value of this option must be the
 # base URL from which the finished HTML is served.
-#html_use_opensearch = ''
+# html_use_opensearch = ''
 
 # This is the file name suffix for HTML files (e.g. ".xhtml").
-#html_file_suffix = None
+# html_file_suffix = None
 
 # Language to be used for generating the HTML full-text search index.
 # Sphinx supports the following languages:
 #   'da', 'de', 'en', 'es', 'fi', 'fr', 'h', 'it', 'ja'
 #   'nl', 'no', 'pt', 'ro', 'r', 'sv', 'tr'
-#html_search_language = 'en'
+# html_search_language = 'en'
 
 # A dictionary with options for the search language support, empty by default.
 # Now only 'ja' uses this config value
-#html_search_options = {'type': 'default'}
+# html_search_options = {'type': 'default'}
 
 # The name of a javascript file (relative to the configuration directory) that
 # implements a search results scorer. If empty, the default will be used.
-#html_search_scorer = 'scorer.js'
+# html_search_scorer = 'scorer.js'
 
 # Output file base name for HTML help builder.
-htmlhelp_basename = 'Googletransdoc'
+htmlhelp_basename = "Googletransdoc"
 
 # -- Options for LaTeX output ---------------------------------------------
 
 latex_elements = {
-# The paper size ('letterpaper' or 'a4paper').
-#'papersize': 'letterpaper',
-
-# The font size ('10pt', '11pt' or '12pt').
-#'pointsize': '10pt',
-
-# Additional stuff for the LaTeX preamble.
-#'preamble': '',
-
-# Latex figure (float) alignment
-#'figure_align': 'htbp',
+    # The paper size ('letterpaper' or 'a4paper').
+    #'papersize': 'letterpaper',
+    # The font size ('10pt', '11pt' or '12pt').
+    #'pointsize': '10pt',
+    # Additional stuff for the LaTeX preamble.
+    #'preamble': '',
+    # Latex figure (float) alignment
+    #'figure_align': 'htbp',
 }
 
 # Grouping the document tree into LaTeX files. List of tuples
 # (source start file, target name, title,
 #  author, documentclass [howto, manual, or own class]).
 latex_documents = [
-  (master_doc, 'Googletrans.tex', 'Googletrans Documentation',
-   'SuHun Han (ssut)', 'manual'),
+    (
+        master_doc,
+        "Googletrans.tex",
+        "Googletrans Documentation",
+        "SuHun Han (ssut)",
+        "manual",
+    ),
 ]
 
 # The name of an image file (relative to this directory) to place at the top of
 # the title page.
-#latex_logo = None
+# latex_logo = None
 
 # For "manual" documents, if this is true, then toplevel headings are parts,
 # not chapters.
-#latex_use_parts = False
+# latex_use_parts = False
 
 # If true, show page references after internal links.
-#latex_show_pagerefs = False
+# latex_show_pagerefs = False
 
 # If true, show URL addresses after external links.
-#latex_show_urls = False
+# latex_show_urls = False
 
 # Documents to append as an appendix to all manuals.
-#latex_appendices = []
+# latex_appendices = []
 
 # If false, no module index is generated.
-#latex_domain_indices = True
+# latex_domain_indices = True
 
 
 # -- Options for manual page output ---------------------------------------
 
 # One entry per manual page. List of tuples
 # (source start file, name, description, authors, manual section).
-man_pages = [
-    (master_doc, 'Googletrans', 'Googletrans Documentation',
-     [author], 1)
-]
+man_pages = [(master_doc, "Googletrans", "Googletrans Documentation", [author], 1)]
 
 # If true, show URL addresses after external links.
-#man_show_urls = False
+# man_show_urls = False
 
-intersphinx_mapping = {'http://docs.python.org/': None}
+intersphinx_mapping = {"http://docs.python.org/": None}
 
 
 # -- Options for Texinfo output -------------------------------------------
@@ -279,21 +276,27 @@
 # (source start file, target name, title, author,
 #  dir menu entry, description, category)
 texinfo_documents = [
-  (master_doc, 'Googletrans', 'Googletrans Documentation',
-   author, 'Googletrans', 'One line description of project.',
-   'Miscellaneous'),
+    (
+        master_doc,
+        "Googletrans",
+        "Googletrans Documentation",
+        author,
+        "Googletrans",
+        "One line description of project.",
+        "Miscellaneous",
+    ),
 ]
 
 # Documents to append as an appendix to all manuals.
-#texinfo_appendices = []
+# texinfo_appendices = []
 
 # If false, no module index is generated.
-#texinfo_domain_indices = True
+# texinfo_domain_indices = True
 
 # How to display URL addresses: 'footnote', 'no', or 'inline'.
-#texinfo_show_urls = 'footnote'
+# texinfo_show_urls = 'footnote'
 
 # If true, do not generate a @detailmenu in the "Top" node's menu.
-#texinfo_no_detailmenu = False
+# texinfo_no_detailmenu = False
 
-autodoc_member_order = 'bysource'
\ No newline at end of file
+autodoc_member_order = "bysource"
diff --git a/example/translate_word_doc.py b/example/translate_word_doc.py
index d5c74f8..7d3669b 100644
--- a/example/translate_word_doc.py
+++ b/example/translate_word_doc.py
@@ -2,29 +2,33 @@
 from googletrans import Translator
 
 
-def translate_doc(filename, destination='zh-CN', mix=True):
+def translate_doc(filename, destination="zh-CN", mix=True):
     """
     translate a word document type of file and save the result as document and keep the exactly same file format.
         :param filename: word doc file
         :param destination='zh-CN':
         :param mix=True: if True, will have original language and target language into the same doc. paragraphs by paragraphs.
     """
-    def tx(t): return Translator().translate(t, dest=destination).text
+
+    def tx(t):
+        return Translator().translate(t, dest=destination).text
+
     doc = Document(filename)
     for p in doc.paragraphs:
         txd = tx(p.text)
 
-        p.text = p.text + ('\n' + txd if mix else '')
+        p.text = p.text + ("\n" + txd if mix else "")
 
     for table in doc.tables:
         for row in table.rows:
             for cell in row.cells:
                 txd = tx(cell.text)
-                p.text = cell.text + ('\n' + txd if mix else '')
+                p.text = cell.text + ("\n" + txd if mix else "")
 
-    f = filename.replace('.doc', destination.lower() + '.doc')
+    f = filename.replace(".doc", destination.lower() + ".doc")
     doc.save(f)
 
-if __name__ == '__main__':
-    filename = 'p1.docx'
+
+if __name__ == "__main__":
+    filename = "p1.docx"
     translate_doc(filename)
diff --git a/googletrans/__init__.py b/googletrans/__init__.py
index 1ceb469..6dad9ad 100644
--- a/googletrans/__init__.py
+++ b/googletrans/__init__.py
@@ -1,6 +1,7 @@
 """Free Google Translate API for Python. Translates totally free of charge."""
-__all__ = 'Translator',
-__version__ = '3.4.0'
+
+__all__ = ("Translator",)
+__version__ = "3.4.0"
 
 
 from googletrans.client import Translator
diff --git a/googletrans/client.py b/googletrans/client.py
index efb17fb..31d9735 100644
--- a/googletrans/client.py
+++ b/googletrans/client.py
@@ -1,27 +1,32 @@
-# -*- coding: utf-8 -*-
 """
 A Translation module.
 
 You can translate text using this module.
 """
+
+import asyncio
 import random
-import typing
 import re
+import typing
 
-import httpcore
 import httpx
-from httpx import Timeout
+from httpx import Response, Timeout
+from httpx._types import ProxiesTypes
 
 from googletrans import urls, utils
-from googletrans.gtoken import TokenAcquirer
 from googletrans.constants import (
     DEFAULT_CLIENT_SERVICE_URLS,
-    DEFAULT_USER_AGENT, LANGCODES, LANGUAGES, SPECIAL_CASES,
-    DEFAULT_RAISE_EXCEPTION, DUMMY_DATA
+    DEFAULT_RAISE_EXCEPTION,
+    DEFAULT_USER_AGENT,
+    DUMMY_DATA,
+    LANGCODES,
+    LANGUAGES,
+    SPECIAL_CASES,
 )
-from googletrans.models import Translated, Detected
+from googletrans.gtoken import TokenAcquirer
+from googletrans.models import Detected, Translated
 
-EXCLUDES = ('en', 'ca', 'fr')
+EXCLUDES = ("en", "ca", "fr")
 
 
 class Translator:
@@ -52,94 +57,166 @@ class Translator:
     :type raise_exception: boolean
     """
 
-    def __init__(self, service_urls=DEFAULT_CLIENT_SERVICE_URLS, user_agent=DEFAULT_USER_AGENT,
-                 raise_exception=DEFAULT_RAISE_EXCEPTION,
-                 proxies: typing.Optional[typing.Dict[typing.Union[str, httpx.URL], typing.Union[str, httpx.Proxy]]] = None,
-                 timeout: typing.Optional[Timeout] = None,
-                 http2=True):
-
-        self.client = httpx.Client(http2=http2, proxies=proxies)
-
-        self.client.headers.update({
-            'User-Agent': user_agent,
-        })
-
-        self.service_urls = ['translate.google.com']
-        self.client_type = 'webapp'
+    def __init__(
+        self,
+        service_urls: typing.Sequence[str] = DEFAULT_CLIENT_SERVICE_URLS,
+        user_agent: str = DEFAULT_USER_AGENT,
+        raise_exception: bool = DEFAULT_RAISE_EXCEPTION,
+        proxies: typing.Optional[ProxiesTypes] = None,
+        timeout: typing.Optional[Timeout] = None,
+        http2: bool = True,
+        list_operation_max_concurrency: int = 2,
+    ):
+        self.client = httpx.AsyncClient(
+            http2=http2,
+            proxies=proxies,
+            headers={
+                "User-Agent": user_agent,
+            },
+        )
+
+        self.service_urls = ["translate.google.com"]
+        self.client_type = "webapp"
         self.token_acquirer = TokenAcquirer(
-            client=self.client, host=self.service_urls[0])
+            client=self.client, host=self.service_urls[0]
+        )
 
         if timeout is not None:
             self.client.timeout = timeout
 
         if service_urls:
-            #default way of working: use the defined values from user app
+            # default way of working: use the defined values from user app
             self.service_urls = service_urls
-            self.client_type = 'webapp'
-            self.tok1en_acquirer = TokenAcquirer(
-                client=self.client, host=self.service_urls[0])
+            self.client_type = "webapp"
+            self.token_acquirer = TokenAcquirer(
+                client=self.client, host=self.service_urls[0]
+            )
 
-            #if we have a service url pointing to client api we force the use of it as defaut client
+            # if we have a service url pointing to client api we force the use of it as defaut client
             for t in enumerate(service_urls):
-                api_type = re.search('googleapis',service_urls[0])
-                if (api_type):
-                    self.service_urls = ['translate.googleapis.com']
-                    self.client_type = 'gtx'
+                api_type = re.search("googleapis", service_urls[0])
+                if api_type:
+                    self.service_urls = ["translate.googleapis.com"]
+                    self.client_type = "gtx"
                     break
 
         self.raise_exception = raise_exception
+        self.list_operation_max_concurrency = list_operation_max_concurrency
 
-    def _pick_service_url(self):
+    def _pick_service_url(self) -> str:
         if len(self.service_urls) == 1:
             return self.service_urls[0]
         return random.choice(self.service_urls)
 
-    def _translate(self, text, dest, src, override):
-        token = 'xxxx' #dummy default value here as it is not used by api client
-        if self.client_type == 'webapp':
-            token = self.token_acquirer.do(text)
+    async def __aenter__(self):
+        return self
+
+    async def __aexit__(self, exc_type, exc_val, exc_tb):
+        await self.client.aclose()
+
+    async def _translate(
+        self, text: str, dest: str, src: str, override: typing.Dict[str, typing.Any]
+    ) -> typing.Tuple[typing.List[typing.Any], Response]:
+        token = "xxxx"  # dummy default value here as it is not used by api client
+        if self.client_type == "webapp":
+            token = await self.token_acquirer.do(text)
 
-        params = utils.build_params(client=self.client_type, query=text, src=src, dest=dest,
-                                    token=token, override=override)
+        params = utils.build_params(
+            client=self.client_type,
+            query=text,
+            src=src,
+            dest=dest,
+            token=token,
+            override=override,
+        )
 
         url = urls.TRANSLATE.format(host=self._pick_service_url())
-        r = self.client.get(url, params=params)
+        r = await self.client.get(url, params=params)
 
         if r.status_code == 200:
             data = utils.format_json(r.text)
+            if not isinstance(data, list):
+                data = [data]  # Convert dict to list to match return type
             return data, r
 
         if self.raise_exception:
-            raise Exception('Unexpected status code "{}" from {}'.format(
-                r.status_code, self.service_urls))
+            raise Exception(
+                'Unexpected status code "{}" from {}'.format(
+                    r.status_code, self.service_urls
+                )
+            )
 
         DUMMY_DATA[0][0][0] = text
         return DUMMY_DATA, r
 
-    def _parse_extra_data(self, data):
+    async def build_request(
+        self, text: str, dest: str, src: str, override: typing.Dict[str, typing.Any]
+    ) -> httpx.Request:
+        """Async helper for making the translation request"""
+        token = "xxxx"  # dummy default value here as it is not used by api client
+        if self.client_type == "webapp":
+            token = await self.token_acquirer.do(text)
+
+        params = utils.build_params(
+            client=self.client_type,
+            query=text,
+            src=src,
+            dest=dest,
+            token=token,
+            override=override,
+        )
+
+        url = urls.TRANSLATE.format(host=self._pick_service_url())
+
+        return self.client.build_request("GET", url, params=params)
+
+    def _parse_extra_data(
+        self, data: typing.List[typing.Any]
+    ) -> typing.Dict[str, typing.Any]:
         response_parts_name_mapping = {
-            0: 'translation',
-            1: 'all-translations',
-            2: 'original-language',
-            5: 'possible-translations',
-            6: 'confidence',
-            7: 'possible-mistakes',
-            8: 'language',
-            11: 'synonyms',
-            12: 'definitions',
-            13: 'examples',
-            14: 'see-also',
+            0: "translation",
+            1: "all-translations",
+            2: "original-language",
+            5: "possible-translations",
+            6: "confidence",
+            7: "possible-mistakes",
+            8: "language",
+            11: "synonyms",
+            12: "definitions",
+            13: "examples",
+            14: "see-also",
         }
 
         extra = {}
 
         for index, category in response_parts_name_mapping.items():
-            extra[category] = data[index] if (
-                index < len(data) and data[index]) else None
+            extra[category] = (
+                data[index] if (index < len(data) and data[index]) else None
+            )
 
         return extra
 
-    def translate(self, text, dest='en', src='auto', **kwargs):
+    @typing.overload
+    async def translate(
+        self, text: str, dest: str = ..., src: str = ..., **kwargs: typing.Any
+    ) -> Translated: ...
+
+    @typing.overload
+    async def translate(
+        self,
+        text: typing.List[str],
+        dest: str = ...,
+        src: str = ...,
+        **kwargs: typing.Any,
+    ) -> typing.List[Translated]: ...
+
+    async def translate(
+        self,
+        text: typing.Union[str, typing.List[str]],
+        dest: str = "en",
+        src: str = "auto",
+        **kwargs: typing.Any,
+    ) -> typing.Union[Translated, typing.List[Translated]]:
         """Translate text from source language to destination language
 
         :param text: The source text(s) to be translated. Batch translation is supported via sequence input.
@@ -178,16 +255,16 @@ def translate(self, text, dest='en', src='auto', **kwargs):
             jumps over  ->  이상 점프
             the lazy dog  ->  게으른 개
         """
-        dest = dest.lower().split('_', 1)[0]
-        src = src.lower().split('_', 1)[0]
+        dest = dest.lower().split("_", 1)[0]
+        src = src.lower().split("_", 1)[0]
 
-        if src != 'auto' and src not in LANGUAGES:
+        if src != "auto" and src not in LANGUAGES:
             if src in SPECIAL_CASES:
                 src = SPECIAL_CASES[src]
             elif src in LANGCODES:
                 src = LANGCODES[src]
             else:
-                raise ValueError('invalid source language')
+                raise ValueError("invalid source language")
 
         if dest not in LANGUAGES:
             if dest in SPECIAL_CASES:
@@ -195,20 +272,27 @@ def translate(self, text, dest='en', src='auto', **kwargs):
             elif dest in LANGCODES:
                 dest = LANGCODES[dest]
             else:
-                raise ValueError('invalid destination language')
+                raise ValueError("invalid destination language")
 
         if isinstance(text, list):
-            result = []
-            for item in text:
-                translated = self.translate(item, dest=dest, src=src, **kwargs)
-                result.append(translated)
+            concurrency_limit = kwargs.pop(
+                "list_operation_max_concurrency", self.list_operation_max_concurrency
+            )
+            semaphore = asyncio.Semaphore(concurrency_limit)
+
+            async def translate_with_semaphore(item):
+                async with semaphore:
+                    return await self.translate(item, dest=dest, src=src, **kwargs)
+
+            tasks = [translate_with_semaphore(item) for item in text]
+            result = await asyncio.gather(*tasks)
             return result
 
         origin = text
-        data, response = self._translate(text, dest, src, kwargs)
+        data, response = await self._translate(text, dest, src, kwargs)
 
         # this code will be updated when the format is changed.
-        translated = ''.join([d[0] if d[0] else '' for d in data[0]])
+        translated = "".join([d[0] if d[0] else "" for d in data[0]])
 
         extra_data = self._parse_extra_data(data)
 
@@ -228,21 +312,36 @@ def translate(self, text, dest='en', src='auto', **kwargs):
         if pron is None:
             try:
                 pron = data[0][1][2]
-            except:  # pragma: nocover
+            except:  # pragma: nocover  # noqa: E722
                 pass
 
         if dest in EXCLUDES and pron == origin:
             pron = translated
 
         # put final values into a new Translated object
-        result = Translated(src=src, dest=dest, origin=origin,
-                            text=translated, pronunciation=pron,
-                            extra_data=extra_data,
-                            response=response)
+        result = Translated(
+            src=src,
+            dest=dest,
+            origin=origin,
+            text=translated,
+            pronunciation=pron,
+            extra_data=extra_data,
+            response=response,
+        )
 
         return result
 
-    def detect(self, text, **kwargs):
+    @typing.overload
+    async def detect(self, text: str, **kwargs: typing.Any) -> Detected: ...
+
+    @typing.overload
+    async def detect(
+        self, text: typing.List[str], **kwargs: typing.Any
+    ) -> typing.List[Detected]: ...
+
+    async def detect(
+        self, text: typing.Union[str, typing.List[str]], **kwargs: typing.Any
+    ) -> typing.Union[Detected, typing.List[Detected]]:
         """Detect language of the input text
 
         :param text: The source text(s) whose language you want to identify.
@@ -274,24 +373,31 @@ def detect(self, text, **kwargs):
             fr 0.043500196
         """
         if isinstance(text, list):
-            result = []
-            for item in text:
-                lang = self.detect(item)
-                result.append(lang)
+            concurrency_limit = kwargs.pop(
+                "list_operation_max_concurrency", self.list_operation_max_concurrency
+            )
+            semaphore = asyncio.Semaphore(concurrency_limit)
+
+            async def detect_with_semaphore(item):
+                async with semaphore:
+                    return await self.detect(item, **kwargs)
+
+            tasks = [detect_with_semaphore(item) for item in text]
+            result = await asyncio.gather(*tasks)
             return result
 
-        data, response = self._translate(text, 'en', 'auto', kwargs)
+        data, response = await self._translate(text, "en", "auto", kwargs)
 
         # actual source language that will be recognized by Google Translator when the
         # src passed is equal to auto.
-        src = ''
+        src = ""
         confidence = 0.0
         try:
             if len(data[8][0]) > 1:
                 src = data[8][0]
                 confidence = data[8][-2]
             else:
-                src = ''.join(data[8][0])
+                src = "".join(data[8][0])
                 confidence = data[8][-2][0]
         except Exception:  # pragma: nocover
             pass
diff --git a/googletrans/constants.py b/googletrans/constants.py
index 23b1564..2e81281 100644
--- a/googletrans/constants.py
+++ b/googletrans/constants.py
@@ -1,79 +1,211 @@
-DEFAULT_USER_AGENT = 'Mozilla/5.0 (Windows NT 10.0; Win64; x64)'
+DEFAULT_USER_AGENT = "Mozilla/5.0 (Windows NT 10.0; Win64; x64)"
 
-DEFAULT_CLIENT_SERVICE_URLS = (
-    'translate.googleapis.com',
-)
+DEFAULT_CLIENT_SERVICE_URLS = ("translate.googleapis.com",)
 
-DEFAULT_SERVICE_URLS = ('translate.google.ac', 'translate.google.ad', 'translate.google.ae',
-                        'translate.google.al', 'translate.google.am', 'translate.google.as',
-                        'translate.google.at', 'translate.google.az', 'translate.google.ba',
-                        'translate.google.be', 'translate.google.bf', 'translate.google.bg',
-                        'translate.google.bi', 'translate.google.bj', 'translate.google.bs',
-                        'translate.google.bt', 'translate.google.by', 'translate.google.ca',
-                        'translate.google.cat', 'translate.google.cc', 'translate.google.cd',
-                        'translate.google.cf', 'translate.google.cg', 'translate.google.ch',
-                        'translate.google.ci', 'translate.google.cl', 'translate.google.cm',
-                        'translate.google.cn', 'translate.google.co.ao', 'translate.google.co.bw',
-                        'translate.google.co.ck', 'translate.google.co.cr', 'translate.google.co.id',
-                        'translate.google.co.il', 'translate.google.co.in', 'translate.google.co.jp',
-                        'translate.google.co.ke', 'translate.google.co.kr', 'translate.google.co.ls',
-                        'translate.google.co.ma', 'translate.google.co.mz', 'translate.google.co.nz',
-                        'translate.google.co.th', 'translate.google.co.tz', 'translate.google.co.ug',
-                        'translate.google.co.uk', 'translate.google.co.uz', 'translate.google.co.ve',
-                        'translate.google.co.vi', 'translate.google.co.za', 'translate.google.co.zm',
-                        'translate.google.co.zw', 'translate.google.com.af', 'translate.google.com.ag',
-                        'translate.google.com.ai', 'translate.google.com.ar', 'translate.google.com.au',
-                        'translate.google.com.bd', 'translate.google.com.bh', 'translate.google.com.bn',
-                        'translate.google.com.bo', 'translate.google.com.br', 'translate.google.com.bz',
-                        'translate.google.com.co', 'translate.google.com.cu', 'translate.google.com.cy',
-                        'translate.google.com.do', 'translate.google.com.ec', 'translate.google.com.eg',
-                        'translate.google.com.et', 'translate.google.com.fj', 'translate.google.com.gh',
-                        'translate.google.com.gi', 'translate.google.com.gt', 'translate.google.com.hk',
-                        'translate.google.com.jm', 'translate.google.com.kh', 'translate.google.com.kw',
-                        'translate.google.com.lb', 'translate.google.com.ly', 'translate.google.com.mm',
-                        'translate.google.com.mt', 'translate.google.com.mx', 'translate.google.com.my',
-                        'translate.google.com.na', 'translate.google.com.ng', 'translate.google.com.ni',
-                        'translate.google.com.np', 'translate.google.com.om', 'translate.google.com.pa',
-                        'translate.google.com.pe', 'translate.google.com.pg', 'translate.google.com.ph',
-                        'translate.google.com.pk', 'translate.google.com.pr', 'translate.google.com.py',
-                        'translate.google.com.qa', 'translate.google.com.sa', 'translate.google.com.sb',
-                        'translate.google.com.sg', 'translate.google.com.sl', 'translate.google.com.sv',
-                        'translate.google.com.tj', 'translate.google.com.tr', 'translate.google.com.tw',
-                        'translate.google.com.ua', 'translate.google.com.uy', 'translate.google.com.vc',
-                        'translate.google.com.vn', 'translate.google.com', 'translate.google.cv',
-                        'translate.google.cz', 'translate.google.de', 'translate.google.dj',
-                        'translate.google.dk', 'translate.google.dm', 'translate.google.dz',
-                        'translate.google.ee', 'translate.google.es', 'translate.google.eu',
-                        'translate.google.fi', 'translate.google.fm', 'translate.google.fr',
-                        'translate.google.ga', 'translate.google.ge', 'translate.google.gf',
-                        'translate.google.gg', 'translate.google.gl', 'translate.google.gm',
-                        'translate.google.gp', 'translate.google.gr', 'translate.google.gy',
-                        'translate.google.hn', 'translate.google.hr', 'translate.google.ht',
-                        'translate.google.hu', 'translate.google.ie', 'translate.google.im',
-                        'translate.google.io', 'translate.google.iq', 'translate.google.is',
-                        'translate.google.it', 'translate.google.je', 'translate.google.jo',
-                        'translate.google.kg', 'translate.google.ki', 'translate.google.kz',
-                        'translate.google.la', 'translate.google.li', 'translate.google.lk',
-                        'translate.google.lt', 'translate.google.lu', 'translate.google.lv',
-                        'translate.google.md', 'translate.google.me', 'translate.google.mg',
-                        'translate.google.mk', 'translate.google.ml', 'translate.google.mn',
-                        'translate.google.ms', 'translate.google.mu', 'translate.google.mv',
-                        'translate.google.mw', 'translate.google.ne', 'translate.google.nf',
-                        'translate.google.nl', 'translate.google.no', 'translate.google.nr',
-                        'translate.google.nu', 'translate.google.pl', 'translate.google.pn',
-                        'translate.google.ps', 'translate.google.pt', 'translate.google.ro',
-                        'translate.google.rs', 'translate.google.ru', 'translate.google.rw',
-                        'translate.google.sc', 'translate.google.se', 'translate.google.sh',
-                        'translate.google.si', 'translate.google.sk', 'translate.google.sm',
-                        'translate.google.sn', 'translate.google.so', 'translate.google.sr',
-                        'translate.google.st', 'translate.google.td', 'translate.google.tg',
-                        'translate.google.tk', 'translate.google.tl', 'translate.google.tm',
-                        'translate.google.tn', 'translate.google.to', 'translate.google.tt',
-                        'translate.google.us', 'translate.google.vg', 'translate.google.vu',
-                        'translate.google.ws')
+DEFAULT_SERVICE_URLS = (
+    "translate.google.ac",
+    "translate.google.ad",
+    "translate.google.ae",
+    "translate.google.al",
+    "translate.google.am",
+    "translate.google.as",
+    "translate.google.at",
+    "translate.google.az",
+    "translate.google.ba",
+    "translate.google.be",
+    "translate.google.bf",
+    "translate.google.bg",
+    "translate.google.bi",
+    "translate.google.bj",
+    "translate.google.bs",
+    "translate.google.bt",
+    "translate.google.by",
+    "translate.google.ca",
+    "translate.google.cat",
+    "translate.google.cc",
+    "translate.google.cd",
+    "translate.google.cf",
+    "translate.google.cg",
+    "translate.google.ch",
+    "translate.google.ci",
+    "translate.google.cl",
+    "translate.google.cm",
+    "translate.google.cn",
+    "translate.google.co.ao",
+    "translate.google.co.bw",
+    "translate.google.co.ck",
+    "translate.google.co.cr",
+    "translate.google.co.id",
+    "translate.google.co.il",
+    "translate.google.co.in",
+    "translate.google.co.jp",
+    "translate.google.co.ke",
+    "translate.google.co.kr",
+    "translate.google.co.ls",
+    "translate.google.co.ma",
+    "translate.google.co.mz",
+    "translate.google.co.nz",
+    "translate.google.co.th",
+    "translate.google.co.tz",
+    "translate.google.co.ug",
+    "translate.google.co.uk",
+    "translate.google.co.uz",
+    "translate.google.co.ve",
+    "translate.google.co.vi",
+    "translate.google.co.za",
+    "translate.google.co.zm",
+    "translate.google.co.zw",
+    "translate.google.com.af",
+    "translate.google.com.ag",
+    "translate.google.com.ai",
+    "translate.google.com.ar",
+    "translate.google.com.au",
+    "translate.google.com.bd",
+    "translate.google.com.bh",
+    "translate.google.com.bn",
+    "translate.google.com.bo",
+    "translate.google.com.br",
+    "translate.google.com.bz",
+    "translate.google.com.co",
+    "translate.google.com.cu",
+    "translate.google.com.cy",
+    "translate.google.com.do",
+    "translate.google.com.ec",
+    "translate.google.com.eg",
+    "translate.google.com.et",
+    "translate.google.com.fj",
+    "translate.google.com.gh",
+    "translate.google.com.gi",
+    "translate.google.com.gt",
+    "translate.google.com.hk",
+    "translate.google.com.jm",
+    "translate.google.com.kh",
+    "translate.google.com.kw",
+    "translate.google.com.lb",
+    "translate.google.com.ly",
+    "translate.google.com.mm",
+    "translate.google.com.mt",
+    "translate.google.com.mx",
+    "translate.google.com.my",
+    "translate.google.com.na",
+    "translate.google.com.ng",
+    "translate.google.com.ni",
+    "translate.google.com.np",
+    "translate.google.com.om",
+    "translate.google.com.pa",
+    "translate.google.com.pe",
+    "translate.google.com.pg",
+    "translate.google.com.ph",
+    "translate.google.com.pk",
+    "translate.google.com.pr",
+    "translate.google.com.py",
+    "translate.google.com.qa",
+    "translate.google.com.sa",
+    "translate.google.com.sb",
+    "translate.google.com.sg",
+    "translate.google.com.sl",
+    "translate.google.com.sv",
+    "translate.google.com.tj",
+    "translate.google.com.tr",
+    "translate.google.com.tw",
+    "translate.google.com.ua",
+    "translate.google.com.uy",
+    "translate.google.com.vc",
+    "translate.google.com.vn",
+    "translate.google.com",
+    "translate.google.cv",
+    "translate.google.cz",
+    "translate.google.de",
+    "translate.google.dj",
+    "translate.google.dk",
+    "translate.google.dm",
+    "translate.google.dz",
+    "translate.google.ee",
+    "translate.google.es",
+    "translate.google.eu",
+    "translate.google.fi",
+    "translate.google.fm",
+    "translate.google.fr",
+    "translate.google.ga",
+    "translate.google.ge",
+    "translate.google.gf",
+    "translate.google.gg",
+    "translate.google.gl",
+    "translate.google.gm",
+    "translate.google.gp",
+    "translate.google.gr",
+    "translate.google.gy",
+    "translate.google.hn",
+    "translate.google.hr",
+    "translate.google.ht",
+    "translate.google.hu",
+    "translate.google.ie",
+    "translate.google.im",
+    "translate.google.io",
+    "translate.google.iq",
+    "translate.google.is",
+    "translate.google.it",
+    "translate.google.je",
+    "translate.google.jo",
+    "translate.google.kg",
+    "translate.google.ki",
+    "translate.google.kz",
+    "translate.google.la",
+    "translate.google.li",
+    "translate.google.lk",
+    "translate.google.lt",
+    "translate.google.lu",
+    "translate.google.lv",
+    "translate.google.md",
+    "translate.google.me",
+    "translate.google.mg",
+    "translate.google.mk",
+    "translate.google.ml",
+    "translate.google.mn",
+    "translate.google.ms",
+    "translate.google.mu",
+    "translate.google.mv",
+    "translate.google.mw",
+    "translate.google.ne",
+    "translate.google.nf",
+    "translate.google.nl",
+    "translate.google.no",
+    "translate.google.nr",
+    "translate.google.nu",
+    "translate.google.pl",
+    "translate.google.pn",
+    "translate.google.ps",
+    "translate.google.pt",
+    "translate.google.ro",
+    "translate.google.rs",
+    "translate.google.ru",
+    "translate.google.rw",
+    "translate.google.sc",
+    "translate.google.se",
+    "translate.google.sh",
+    "translate.google.si",
+    "translate.google.sk",
+    "translate.google.sm",
+    "translate.google.sn",
+    "translate.google.so",
+    "translate.google.sr",
+    "translate.google.st",
+    "translate.google.td",
+    "translate.google.tg",
+    "translate.google.tk",
+    "translate.google.tl",
+    "translate.google.tm",
+    "translate.google.tn",
+    "translate.google.to",
+    "translate.google.tt",
+    "translate.google.us",
+    "translate.google.vg",
+    "translate.google.vu",
+    "translate.google.ws",
+)
 
 SPECIAL_CASES = {
-    'ee': 'et',
+    "ee": "et",
 }
 
 LANGUAGES = {
@@ -325,7 +457,16 @@
     "zu": "zulu",
 }
 
-LANGCODES = dict(map(reversed, LANGUAGES.items()))
+LANGCODES = {v: k for k, v in LANGUAGES.items()}
 DEFAULT_RAISE_EXCEPTION = False
-DUMMY_DATA = [[["", None, None, 0]], None, "en", None,
-              None, None, 1, None, [["en"], None, [1], ["en"]]]
+DUMMY_DATA = [
+    [["", None, None, 0]],
+    None,
+    "en",
+    None,
+    None,
+    None,
+    1,
+    None,
+    [["en"], None, [1], ["en"]],
+]
diff --git a/googletrans/gtoken.py b/googletrans/gtoken.py
index a6e6338..d7ae2f4 100644
--- a/googletrans/gtoken.py
+++ b/googletrans/gtoken.py
@@ -3,6 +3,7 @@
 import math
 import re
 import time
+from typing import Any, Callable, Dict, List
 
 import httpx
 
@@ -35,23 +36,27 @@ class TokenAcquirer:
         950629.577246
     """
 
-    RE_TKK = re.compile(r'tkk:\'(.+?)\'', re.DOTALL)
-    RE_RAWTKK = re.compile(r'tkk:\'(.+?)\'', re.DOTALL)
+    RE_TKK = re.compile(r"tkk:\'(.+?)\'", re.DOTALL)
+    RE_RAWTKK = re.compile(r"tkk:\'(.+?)\'", re.DOTALL)
 
-    def __init__(self, client: httpx.Client, tkk='0', host='translate.google.com'):
+    def __init__(
+        self,
+        client: httpx.AsyncClient,
+        tkk: str = "0",
+        host: str = "translate.google.com",
+    ) -> None:
         self.client = client
         self.tkk = tkk
-        self.host = host if 'http' in host else 'https://' + host
+        self.host = host if "http" in host else "https://" + host
 
-    def _update(self):
-        """update tkk
-        """
+    async def _update(self) -> None:
+        """update tkk"""
         # we don't need to update the base TKK value when it is still valid
         now = math.floor(int(time.time() * 1000) / 3600000.0)
-        if self.tkk and int(self.tkk.split('.')[0]) == now:
+        if self.tkk and int(self.tkk.split(".")[0]) == now:
             return
 
-        r = self.client.get(self.host)
+        r = await self.client.get(self.host)
 
         raw_tkk = self.RE_TKK.search(r.text)
         if raw_tkk:
@@ -62,52 +67,58 @@ def _update(self):
 
         if code is not None:
             # this will be the same as python code after stripping out a reserved word 'var'
-            code = code.group(1).replace('var ', '')
+            code = code.group(1).replace("var ", "")
             # unescape special ascii characters such like a \x3d(=)
-            code = code.encode().decode('unicode-escape')
-            
+            code = code.encode().decode("unicode-escape")
+
         if code:
             tree = ast.parse(code)
             visit_return = False
-            operator = '+'
-            n, keys = 0, dict(a=0, b=0)
+            operator = "+"
+            n: int = 0
+            keys: Dict[str, int] = dict(a=0, b=0)
             for node in ast.walk(tree):
                 if isinstance(node, ast.Assign):
-                    name = node.targets[0].id
+                    name = None
+                    if isinstance(node.targets[0], ast.Name):
+                        name = node.targets[0].id
                     if name in keys:
-                        if isinstance(node.value, ast.Num):
-                            keys[name] = node.value.n
+                        if isinstance(node.value, ast.Constant):
+                            keys[name] = int(node.value.value)
                         # the value can sometimes be negative
-                        elif isinstance(node.value, ast.UnaryOp) and \
-                                isinstance(node.value.op, ast.USub):  # pragma: nocover
-                            keys[name] = -node.value.operand.n
+                        elif isinstance(node.value, ast.UnaryOp) and isinstance(
+                            node.value.op, ast.USub
+                        ):  # pragma: nocover
+                            if isinstance(node.value.operand, ast.Constant):
+                                keys[name] = -int(node.value.operand.value)
                 elif isinstance(node, ast.Return):
                     # parameters should be set after this point
                     visit_return = True
-                elif visit_return and isinstance(node, ast.Num):
-                    n = node.n
-                elif visit_return and n > 0:
+                elif visit_return and isinstance(node, ast.Constant):
+                    n = int(node.value)
+                elif visit_return and isinstance(n, int) and n > 0:
                     # the default operator is '+' but implement some more for
                     # all possible scenarios
                     if isinstance(node, ast.Add):  # pragma: nocover
                         pass
                     elif isinstance(node, ast.Sub):  # pragma: nocover
-                        operator = '-'
+                        operator = "-"
                     elif isinstance(node, ast.Mult):  # pragma: nocover
-                        operator = '*'
+                        operator = "*"
                     elif isinstance(node, ast.Pow):  # pragma: nocover
-                        operator = '**'
+                        operator = "**"
                     elif isinstance(node, ast.BitXor):  # pragma: nocover
-                        operator = '^'
+                        operator = "^"
             # a safety way to avoid Exceptions
-            clause = compile('{1}{0}{2}'.format(
-                operator, keys['a'], keys['b']), '', 'eval')
+            clause = compile(
+                "{1}{0}{2}".format(operator, keys["a"], keys["b"]), "", "eval"
+            )
             value = eval(clause, dict(__builtin__={}))
-            result = '{}.{}'.format(n, value)
+            result = "{}.{}".format(n, value)
 
             self.tkk = result
 
-    def _lazy(self, value):
+    def _lazy(self, value: Any) -> Callable[[], Any]:
         """like lazy evaluation, this method returns a lambda function that
         returns value given.
         We won't be needing this because this seems to have been built for
@@ -125,20 +136,20 @@ def _lazy(self, value):
         """
         return lambda: value
 
-    def _xr(self, a, b):
+    def _xr(self, a: int, b: str) -> int:
         size_b = len(b)
         c = 0
         while c < size_b - 2:
             d = b[c + 2]
-            d = ord(d[0]) - 87 if 'a' <= d else int(d)
-            d = rshift(a, d) if '+' == b[c + 1] else a << d
-            a = a + d & 4294967295 if '+' == b[c] else a ^ d
+            d = ord(d[0]) - 87 if "a" <= d else int(d)
+            d = rshift(a, d) if "+" == b[c + 1] else a << d
+            a = a + d & 4294967295 if "+" == b[c] else a ^ d
 
             c += 3
         return a
 
-    def acquire(self, text):
-        a = []
+    def acquire(self, text: str) -> str:
+        a: List[int] = []
         # Convert text to ints
         for i in text:
             val = ord(i)
@@ -148,19 +159,19 @@ def acquire(self, text):
                 # Python doesn't natively use Unicode surrogates, so account for those
                 a += [
                     math.floor((val - 0x10000) / 0x400 + 0xD800),
-                    math.floor((val - 0x10000) % 0x400 + 0xDC00)
+                    math.floor((val - 0x10000) % 0x400 + 0xDC00),
                 ]
 
-        b = self.tkk if self.tkk != '0' else ''
-        d = b.split('.')
-        b = int(d[0]) if len(d) > 1 else 0
+        b = self.tkk if self.tkk != "0" else ""
+        d = b.split(".")
+        b_val = int(d[0]) if len(d) > 1 else 0
 
         # assume e means char code array
-        e = []
+        e: List[int] = []
         g = 0
         size = len(a)
         while g < size:
-            l = a[g]
+            l = a[g]  # noqa: E741
             # just append if l is less than 128(ascii: DEL)
             if l < 128:
                 e.append(l)
@@ -170,10 +181,15 @@ def acquire(self, text):
                     e.append(l >> 6 | 192)
                 else:
                     # append calculated value if l matches special condition
-                    if (l & 64512) == 55296 and g + 1 < size and \
-                            a[g + 1] & 64512 == 56320:
+                    if (
+                        (l & 64512) == 55296
+                        and g + 1 < size
+                        and a[g + 1] & 64512 == 56320
+                    ):
                         g += 1
-                        l = 65536 + ((l & 1023) << 10) + (a[g] & 1023)  # This bracket is important
+                        l = (  # noqa: E741
+                            65536 + ((l & 1023) << 10) + (a[g] & 1023)
+                        )  # This bracket is important
                         e.append(l >> 18 | 240)
                         e.append(l >> 12 & 63 | 128)
                     else:
@@ -181,19 +197,19 @@ def acquire(self, text):
                     e.append(l >> 6 & 63 | 128)
                 e.append(l & 63 | 128)
             g += 1
-        a = b
-        for i, value in enumerate(e):
-            a += value
-            a = self._xr(a, '+-a^+6')
-        a = self._xr(a, '+-3^+b+-f')
-        a ^= int(d[1]) if len(d) > 1 else 0
-        if a < 0:  # pragma: nocover
-            a = (a & 2147483647) + 2147483648
-        a %= 1000000  # int(1E6)
-
-        return '{}.{}'.format(a, a ^ b)
-
-    def do(self, text):
-        self._update()
+        a_val = b_val
+        for value in e:
+            a_val += value
+            a_val = self._xr(a_val, "+-a^+6")
+        a_val = self._xr(a_val, "+-3^+b+-f")
+        a_val ^= int(d[1]) if len(d) > 1 else 0
+        if a_val < 0:  # pragma: nocover
+            a_val = (a_val & 2147483647) + 2147483648
+        a_val %= 1000000  # int(1E6)
+
+        return "{}.{}".format(a_val, a_val ^ b_val)
+
+    async def do(self, text: str) -> str:
+        await self._update()
         tk = self.acquire(text)
         return tk
diff --git a/googletrans/models.py b/googletrans/models.py
index 7fbeaba..b9baed4 100644
--- a/googletrans/models.py
+++ b/googletrans/models.py
@@ -1,8 +1,10 @@
+from typing import Optional
+
 from httpx import Response
 
 
 class Base:
-    def __init__(self, response: Response = None):
+    def __init__(self, response: Optional[Response] = None):
         self._response = response
 
 
@@ -16,8 +18,16 @@ class Translated(Base):
     :param pronunciation: pronunciation
     """
 
-    def __init__(self, src, dest, origin, text, pronunciation, extra_data=None,
-                 **kwargs):
+    def __init__(
+        self,
+        src: str,
+        dest: str,
+        origin: str,
+        text: str,
+        pronunciation: str,
+        extra_data: Optional[dict] = None,
+        **kwargs,
+    ):
         super().__init__(**kwargs)
         self.src = src
         self.dest = dest
@@ -31,12 +41,9 @@ def __str__(self):  # pragma: nocover
 
     def __unicode__(self):  # pragma: nocover
         return (
-            u'Translated(src={src}, dest={dest}, text={text}, pronunciation={pronunciation}, '
-            u'extra_data={extra_data})'.format(
-                src=self.src, dest=self.dest, text=self.text,
-                pronunciation=self.pronunciation,
-                extra_data='"' + repr(self.extra_data)[:10] + '..."'
-            )
+            f"Translated(src={self.src}, dest={self.dest}, text={self.text}, "
+            f"pronunciation={self.pronunciation}, "
+            f'extra_data="{repr(self.extra_data)[:10]}...")'
         )
 
 
@@ -47,7 +54,7 @@ class Detected(Base):
     :param confidence: the confidence of detection result (0.00 to 1.00)
     """
 
-    def __init__(self, lang, confidence, **kwargs):
+    def __init__(self, lang: str, confidence: float, **kwargs):
         super().__init__(**kwargs)
         self.lang = lang
         self.confidence = confidence
@@ -56,5 +63,4 @@ def __str__(self):  # pragma: nocover
         return self.__unicode__()
 
     def __unicode__(self):  # pragma: nocover
-        return u'Detected(lang={lang}, confidence={confidence})'.format(
-            lang=self.lang, confidence=self.confidence)
+        return f"Detected(lang={self.lang}, confidence={self.confidence})"
diff --git a/googletrans/urls.py b/googletrans/urls.py
index 0bf8933..6013218 100644
--- a/googletrans/urls.py
+++ b/googletrans/urls.py
@@ -2,5 +2,6 @@
 """
 Predefined URLs used to make google translate requests.
 """
-BASE = 'https://translate.google.com'
-TRANSLATE = 'https://{host}/translate_a/single'
+
+BASE = "https://translate.google.com"
+TRANSLATE = "https://{host}/translate_a/single"
diff --git a/googletrans/utils.py b/googletrans/utils.py
index 70cd24e..6861598 100644
--- a/googletrans/utils.py
+++ b/googletrans/utils.py
@@ -1,22 +1,31 @@
 """A conversion module for googletrans"""
+
 import json
 import re
-
-
-def build_params(client,query, src, dest, token, override):
-    params = {
-        'client': client,
-        'sl': src,
-        'tl': dest,
-        'hl': dest,
-        'dt': ['at', 'bd', 'ex', 'ld', 'md', 'qca', 'rw', 'rm', 'ss', 't'],
-        'ie': 'UTF-8',
-        'oe': 'UTF-8',
-        'otf': 1,
-        'ssel': 0,
-        'tsel': 0,
-        'tk': token,
-        'q': query,
+from typing import Any, Dict, Iterator, List, Optional, Tuple
+
+
+def build_params(
+    client: str,
+    query: str,
+    src: str,
+    dest: str,
+    token: str,
+    override: Optional[Dict[str, Any]] = None,
+) -> Dict[str, Any]:
+    params: Dict[str, Any] = {
+        "client": client,
+        "sl": src,
+        "tl": dest,
+        "hl": dest,
+        "dt": ["at", "bd", "ex", "ld", "md", "qca", "rw", "rm", "ss", "t"],
+        "ie": "UTF-8",
+        "oe": "UTF-8",
+        "otf": 1,
+        "ssel": 0,
+        "tsel": 0,
+        "tk": token,
+        "q": query,
     }
 
     if override is not None:
@@ -26,54 +35,53 @@ def build_params(client,query, src, dest, token, override):
     return params
 
 
-def legacy_format_json(original):
+def legacy_format_json(original: str) -> Dict[str, Any]:
     # save state
-    states = []
-    text = original
+    states: List[Tuple[int, str]] = []
+    text: str = original
 
     # save position for double-quoted texts
     for i, pos in enumerate(re.finditer('"', text)):
         # pos.start() is a double-quote
-        p = pos.start() + 1
+        p: int = pos.start() + 1
         if i % 2 == 0:
-            nxt = text.find('"', p)
+            nxt: int = text.find('"', p)
             states.append((p, text[p:nxt]))
 
     # replace all wiered characters in text
-    while text.find(',,') > -1:
-        text = text.replace(',,', ',null,')
-    while text.find('[,') > -1:
-        text = text.replace('[,', '[null,')
+    while text.find(",,") > -1:
+        text = text.replace(",,", ",null,")
+    while text.find("[,") > -1:
+        text = text.replace("[,", "[null,")
 
     # recover state
     for i, pos in enumerate(re.finditer('"', text)):
-        p = pos.start() + 1
+        p: int = pos.start() + 1
         if i % 2 == 0:
-            j = int(i / 2)
-            nxt = text.find('"', p)
+            j: int = int(i / 2)
+            nxt: int = text.find('"', p)
             # replacing a portion of a string
             # use slicing to extract those parts of the original string to be kept
             text = text[:p] + states[j][1] + text[nxt:]
 
-    converted = json.loads(text)
+    converted: Dict[str, Any] = json.loads(text)
     return converted
 
 
-def get_items(dict_object):
+def get_items(dict_object: Dict[str, Any]) -> Iterator[Tuple[Any, Any]]:
     for key in dict_object:
         yield key, dict_object[key]
 
 
-def format_json(original):
+def format_json(original: str) -> Dict[str, Any]:
     try:
-        converted = json.loads(original)
+        converted: Dict[str, Any] = json.loads(original)
     except ValueError:
         converted = legacy_format_json(original)
 
     return converted
 
 
-def rshift(val, n):
-    """python port for '>>>'(right shift with padding)
-    """
+def rshift(val: int, n: int) -> int:
+    """python port for '>>>'(right shift with padding)"""
     return (val % 0x100000000) >> n
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..6e4efa3
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,40 @@
+[project]
+name = "py-googletrans"
+version = "4.0.0"
+description = "An unofficial Google Translate API for Python"
+readme = "README.md"
+requires-python = ">=3.8"
+license = { file = "LICENSE" }
+dependencies = ["httpx[http2]>=0.27.2"]
+classifiers = [
+  "Development Status :: 5 - Production/Stable",
+  "Intended Audience :: Education",
+  "Intended Audience :: End Users/Desktop",
+  "License :: Freeware",
+  "Operating System :: POSIX",
+  "Operating System :: Microsoft :: Windows",
+  "Operating System :: MacOS :: MacOS X",
+  "Topic :: Education",
+  "Programming Language :: Python",
+  "Programming Language :: Python :: 3.8",
+  "Programming Language :: Python :: 3.9",
+  "Programming Language :: Python :: 3.10",
+  "Programming Language :: Python :: 3.11",
+  "Programming Language :: Python :: 3.12",
+]
+
+[project.optional-dependencies]
+dev = ["pytest", "pytest-asyncio", "pytest-cov", "ruff>=0.7"]
+
+[tool.uv]
+dev-dependencies = ["pytest", "pytest-asyncio", "pytest-cov", "ruff>=0.7"]
+
+[project.scripts]
+translate = "googletrans:translate"
+
+[project.urls]
+homepage = "https://github.com/ssut/py-googletrans"
+
+[[project.authors]]
+name = "SuHun Han"
+email = "ssut@ssut.me"
diff --git a/pytest.ini b/pytest.ini
index 3f22e41..c8aa016 100644
--- a/pytest.ini
+++ b/pytest.ini
@@ -1,7 +1,8 @@
 [pytest]
-addopts = -v
+addopts = -v --asyncio-mode=auto
 omit =
     tests/*
+asyncio_default_fixture_loop_scope = function
 
 [run]
 include = googletrans/*
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..6af1fff
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,28 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile pyproject.toml -o requirements.txt
+anyio==4.6.2.post1
+    # via httpx
+certifi==2024.8.30
+    # via
+    #   httpcore
+    #   httpx
+h11==0.14.0
+    # via httpcore
+h2==4.1.0
+    # via httpx
+hpack==4.0.0
+    # via h2
+httpcore==1.0.7
+    # via httpx
+httpx==0.27.2
+    # via py-googletrans (pyproject.toml)
+hyperframe==6.0.1
+    # via h2
+idna==3.10
+    # via
+    #   anyio
+    #   httpx
+sniffio==1.3.1
+    # via
+    #   anyio
+    #   httpx
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 3168c93..0000000
--- a/setup.py
+++ /dev/null
@@ -1,73 +0,0 @@
-#!/usr/bin/env python
-# -*- coding: utf-8 -*-
-import os.path
-import re
-
-from setuptools import setup, find_packages
-
-
-def get_file(*paths):
-    path = os.path.join(*paths)
-    try:
-        with open(path, 'rb') as f:
-            return f.read().decode('utf8')
-    except IOError:
-        pass
-
-
-def get_version():
-    init_py = get_file(os.path.dirname(__file__), 'googletrans', '__init__.py')
-    pattern = r"{0}\W*=\W*'([^']+)'".format('__version__')
-    version, = re.findall(pattern, init_py)
-    return version
-
-
-def get_description():
-    init_py = get_file(os.path.dirname(__file__), 'googletrans', '__init__.py')
-    pattern = r'"""(.*?)"""'
-    description, = re.findall(pattern, init_py, re.DOTALL)
-    return description
-
-
-def get_readme():
-    return get_file(os.path.dirname(__file__), 'README.rst')
-
-
-def install():
-    setup(
-        name='googletrans',
-        version=get_version(),
-        description=get_description(),
-        long_description=get_readme(),
-        license='MIT',
-        author='SuHun Han',
-        author_email='ssut' '@' 'ssut.me',
-        url='https://github.com/ssut/py-googletrans',
-        classifiers=['Development Status :: 5 - Production/Stable',
-                     'Intended Audience :: Education',
-                     'Intended Audience :: End Users/Desktop',
-                     'License :: Freeware',
-                     'Operating System :: POSIX',
-                     'Operating System :: Microsoft :: Windows',
-                     'Operating System :: MacOS :: MacOS X',
-                     'Topic :: Education',
-                     'Programming Language :: Python',
-                     'Programming Language :: Python :: 3.6',
-                     'Programming Language :: Python :: 3.7',
-                     'Programming Language :: Python :: 3.8'],
-        packages=find_packages(exclude=['docs', 'tests']),
-        keywords='google translate translator',
-        install_requires=[
-            'httpx[http2]>=0.23,<0.27.3',
-        ],
-        python_requires= '>=3.6',
-        tests_require=[
-            'pytest',
-            'coveralls',
-        ],
-        scripts=['translate']
-    )
-
-
-if __name__ == "__main__":
-    install()
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/conftest.py b/tests/conftest.py
index 20ca51e..c2b2637 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,7 +1,16 @@
-from pytest import fixture
+import httpx
+import pytest
 
+from googletrans import Translator, gtoken
 
-@fixture(scope='session')
-def translator():
-    from googletrans import Translator
-    return Translator()
+
+@pytest.fixture(scope="function")
+async def translator():
+    async with Translator() as t:
+        yield t
+
+
+@pytest.fixture(scope="function")
+async def acquirer():
+    async with httpx.AsyncClient(http2=True) as client:
+        yield gtoken.TokenAcquirer(client=client)
diff --git a/tests/test_client.py b/tests/test_client.py
index 599559b..309af1a 100644
--- a/tests/test_client.py
+++ b/tests/test_client.py
@@ -1,165 +1,177 @@
+from unittest.mock import patch
+
+import pytest
 from httpcore import TimeoutException
 from httpcore._exceptions import ConnectError
-from httpx import Timeout, Client, ConnectTimeout
-from unittest.mock import patch
+from httpx import Client, ConnectTimeout, Timeout
 from pytest import raises
 
 from googletrans import Translator
 
 
-def test_bind_multiple_service_urls():
+@pytest.mark.asyncio
+async def test_bind_multiple_service_urls():
     service_urls = [
-        'translate.google.com',
-        'translate.google.co.kr',
+        "translate.google.com",
+        "translate.google.co.kr",
     ]
 
     translator = Translator(service_urls=service_urls)
     assert translator.service_urls == service_urls
 
-    assert translator.translate('test', dest='ko')
-    assert translator.detect('Hello')
+    assert await translator.translate("test", dest="ko")
+    assert await translator.detect("Hello")
+
 
-def test_api_service_urls():
-    service_urls = ['translate.googleapis.com']
+@pytest.mark.asyncio
+async def test_api_service_urls():
+    service_urls = ["translate.googleapis.com"]
 
     translator = Translator(service_urls=service_urls)
     assert translator.service_urls == service_urls
 
-    assert translator.translate('test', dest='ko')
-    assert translator.detect('Hello')
+    assert await translator.translate("test", dest="ko")
+    assert await translator.detect("Hello")
 
 
-def test_source_language(translator):
-    result = translator.translate('안녕하세요.')
-    assert result.src == 'ko'
+@pytest.mark.asyncio
+async def test_source_language(translator: Translator):
+    result = await translator.translate("안녕하세요.")
+    assert result.src == "ko"
 
 
-def test_pronunciation(translator):
-    result = translator.translate('안녕하세요.', dest='ja')
-    assert result.pronunciation == 'Kon\'nichiwa.'
+@pytest.mark.asyncio
+async def test_pronunciation(translator: Translator):
+    result = await translator.translate("안녕하세요.", dest="ja")
+    assert result.pronunciation == "Kon'nichiwa."
 
 
-def test_pronunciation_issue_175(translator):
-    result = translator.translate('Hello', src='en', dest='ru')
-
+@pytest.mark.asyncio
+async def test_pronunciation_issue_175(translator: Translator):
+    result = await translator.translate("Hello", src="en", dest="ru")
     assert result.pronunciation is not None
 
 
-def test_latin_to_english(translator):
-    result = translator.translate('veritas lux mea', src='la', dest='en')
-    assert result.text == 'truth is my light'
-
+@pytest.mark.asyncio
+async def test_latin_to_english(translator: Translator):
+    result = await translator.translate("veritas lux mea", src="la", dest="en")
+    assert result.text == "truth is my light"
 
-def test_unicode(translator):
-    result = translator.translate(u'안녕하세요.', src='ko', dest='ja')
-    assert result.text == u'こんにちは。'
 
+@pytest.mark.asyncio
+async def test_unicode(translator: Translator):
+    result = await translator.translate("안녕하세요.", src="ko", dest="ja")
+    assert result.text == "こんにちは。"
 
-def test_emoji(translator):
-    result = translator.translate('😀')
-    assert result.text == u'😀'
 
+@pytest.mark.asyncio
+async def test_emoji(translator: Translator):
+    result = await translator.translate("😀")
+    assert result.text == "😀"
 
-def test_language_name(translator):
-    result = translator.translate(u'Hello', src='ENGLISH', dest='iRiSh')
-    assert result.text == u'Dia duit'
 
+@pytest.mark.asyncio
+async def test_language_name(translator: Translator):
+    result = await translator.translate("Hello", src="ENGLISH", dest="iRiSh")
+    assert result.text == "Dia duit"
 
-def test_language_name_with_space(translator):
-    result = translator.translate(
-        u'Hello', src='en', dest='chinese (simplified)')
-    assert result.dest == 'zh-cn'
 
+@pytest.mark.asyncio
+async def test_language_name_with_space(translator: Translator):
+    result = await translator.translate("Hello", src="en", dest="chinese (simplified)")
+    assert result.dest == "zh-cn"
 
-def test_language_rfc1766(translator):
-    result = translator.translate(u'luna', src='it_ch@euro', dest='en')
-    assert result.text == u'moon'
 
+@pytest.mark.asyncio
+async def test_language_rfc1766(translator: Translator):
+    result = await translator.translate("luna", src="it_ch@euro", dest="en")
+    assert result.text == "moon"
 
-def test_special_chars(translator):
-    text = u"©×《》"
 
-    result = translator.translate(text, src='en', dest='en')
+@pytest.mark.asyncio
+async def test_special_chars(translator: Translator):
+    text = "©×《》"
+    result = await translator.translate(text, src="en", dest="en")
     assert result.text == text
 
 
-def test_translate_list(translator):
-    args = (['test', 'exam', 'exam paper'], 'ko', 'en')
-    translations = translator.translate(*args)
-
-    assert translations[0].text == u'시험'
-    assert translations[1].text == u'시험'
-    assert translations[2].text == u'시험지'
+@pytest.mark.asyncio
+async def test_translate_list(translator: Translator):
+    args = (["test", "exam", "exam paper"], "ko", "en")
+    translations = await translator.translate(*args)
+    assert translations[0].text == "시험"
+    assert translations[1].text == "시험"
+    assert translations[2].text == "시험지"
 
 
-def test_detect_language(translator):
-    ko = translator.detect(u'한국어')
-    en = translator.detect('English')
-    rubg = translator.detect('тест')
-    russ = translator.detect('привет')
+@pytest.mark.asyncio
+async def test_detect_language(translator: Translator):
+    ko = await translator.detect("한국어")
+    en = await translator.detect("English")
+    rubg = await translator.detect("летóво")
+    russ = await translator.detect("привет")
 
-    assert ko.lang == 'ko'
-    assert en.lang == 'en'
-    assert rubg.lang == 'mk'
-    assert russ.lang == 'ru'
-    #'bg']
+    assert ko.lang == "ko"
+    assert en.lang == "en"
+    assert rubg.lang == "bg"
+    assert russ.lang == "ru"
 
 
-def test_detect_list(translator):
-    items = [u'한국어', ' English', 'тест', 'привет']
+@pytest.mark.asyncio
+async def test_detect_list(translator: Translator):
+    items = ["한국어", " English", "летóво", "привет"]
+    result = await translator.detect(items)
 
-    result = translator.detect(items)
+    assert result[0].lang == "ko"
+    assert result[1].lang == "en"
+    assert result[2].lang == "bg"
+    assert result[3].lang == "ru"
 
-    assert result[0].lang == 'ko'
-    assert result[1].lang == 'en'
-    assert result[2].lang == 'mk'
-    assert result[3].lang == 'ru'
 
+@pytest.mark.asyncio
+async def test_src_in_special_cases(translator: Translator):
+    args = ("tere", "en", "ee")
+    result = await translator.translate(*args)
+    assert result.text in ("hello", "hi,")
 
-def test_src_in_special_cases(translator):
-    args = ('tere', 'en', 'ee')
-
-    result = translator.translate(*args)
-
-    assert result.text in ('hello', 'hi,')
-
-
-def test_src_not_in_supported_languages(translator):
-    args = ('Hello', 'en', 'zzz')
 
+@pytest.mark.asyncio
+async def test_src_not_in_supported_languages(translator: Translator):
+    args = ("Hello", "en", "zzz")
     with raises(ValueError):
-        translator.translate(*args)
-
-
-def test_dest_in_special_cases(translator):
-    args = ('hello', 'ee', 'en')
-
-    result = translator.translate(*args)
+        await translator.translate(*args)
 
-    assert result.text == 'tere'
 
+@pytest.mark.asyncio
+async def test_dest_in_special_cases(translator: Translator):
+    args = ("hello", "ee", "en")
+    result = await translator.translate(*args)
+    assert result.text == "tere"
 
-def test_dest_not_in_supported_languages(translator):
-    args = ('Hello', 'zzz', 'en')
 
+@pytest.mark.asyncio
+async def test_dest_not_in_supported_languages(translator: Translator):
+    args = ("Hello", "zzz", "en")
     with raises(ValueError):
-        translator.translate(*args)
+        await translator.translate(*args)
 
 
-def test_timeout():
+@pytest.mark.asyncio
+async def test_timeout():
     # httpx will raise ConnectError in some conditions
     with raises((TimeoutException, ConnectError, ConnectTimeout)):
         translator = Translator(timeout=Timeout(0.0001))
-        translator.translate('안녕하세요.')
+        await translator.translate("안녕하세요.")
 
 
 class MockResponse:
     def __init__(self, status_code):
         self.status_code = status_code
-        self.text = 'tkk:\'translation\''
+        self.text = "tkk:'translation'"
 
 
-@patch.object(Client, 'get', return_value=MockResponse('403'))
-def test_403_error(session_mock):
+@pytest.mark.asyncio
+@patch.object(Client, "get", return_value=MockResponse("403"))
+async def test_403_error(session_mock):
     translator = Translator()
-    assert translator.translate('test', dest='ko')
+    assert await translator.translate("test", dest="ko")
diff --git a/tests/test_gtoken.py b/tests/test_gtoken.py
index be80729..6efd8a7 100644
--- a/tests/test_gtoken.py
+++ b/tests/test_gtoken.py
@@ -1,66 +1,67 @@
-# -*- coding: utf-8 -*-
-import httpx
-
-from googletrans import gtoken
-from pytest import fixture
+from typing import Any, Callable
 
+import pytest
 
-@fixture(scope='session')
-def acquirer():
-    client = httpx.Client(http2=True)
-    return gtoken.TokenAcquirer(client=client)
+from googletrans import gtoken
 
 
-def test_acquire_token(acquirer):
-    text = 'test'
+@pytest.mark.asyncio
+async def test_acquire_token(acquirer: gtoken.TokenAcquirer) -> None:
+    text: str = "test"
 
-    result = acquirer.do(text)
+    result: str = await acquirer.do(text)
 
     assert result
 
 
-def test_acquire_token_ascii_less_than_2048(acquirer):
-    text = u'Ѐ'
+@pytest.mark.asyncio
+async def test_acquire_token_ascii_less_than_2048(
+    acquirer: gtoken.TokenAcquirer,
+) -> None:
+    text: str = "Ѐ"
 
-    result = acquirer.do(text)
+    result: str = await acquirer.do(text)
 
     assert result
 
 
-def test_acquire_token_ascii_matches_special_condition(acquirer):
-    def unichar(i):
-        try:
-            return unichr(i)
-        except NameError:
-            return chr(i)
-    text = unichar(55296) + unichar(56320)
+@pytest.mark.asyncio
+async def test_acquire_token_ascii_matches_special_condition(
+    acquirer: gtoken.TokenAcquirer,
+) -> None:
+    def unichar(i: int) -> str:
+        return chr(i)
+
+    text: str = unichar(55296) + unichar(56320)
 
-    result = acquirer.do(text)
+    result: str = await acquirer.do(text)
 
     assert result
 
 
-def test_acquire_token_ascii_else(acquirer):
-    text = u'가'
+@pytest.mark.asyncio
+async def test_acquire_token_ascii_else(acquirer: gtoken.TokenAcquirer) -> None:
+    text: str = "가"
 
-    result = acquirer.do(text)
+    result: str = await acquirer.do(text)
 
     assert result
 
 
-def test_reuse_valid_token(acquirer):
-    text = 'test'
+@pytest.mark.asyncio
+async def test_reuse_valid_token(acquirer: gtoken.TokenAcquirer) -> None:
+    text: str = "test"
 
-    first = acquirer.do(text)
-    second = acquirer.do(text)
+    first: str = await acquirer.do(text)
+    second: str = await acquirer.do(text)
 
     assert first == second
 
 
-def test_map_lazy_return(acquirer):
-    value = True
+def test_map_lazy_return(acquirer: gtoken.TokenAcquirer) -> None:
+    value: bool = True
 
-    func = acquirer._lazy(value)
+    func: Callable[[], Any] = acquirer._lazy(value)
 
     assert callable(func)
     assert func() == value
diff --git a/tests/test_utils.py b/tests/test_utils.py
index 7d837da..4bca4bc 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -7,8 +7,17 @@ def test_format_json():
 
     result = utils.format_json(text)
 
-    assert result == [None, None, 'en', None, None, None, 0.96954316, None,
-                      [['en'], None, [0.96954316]]]
+    assert result == [
+        None,
+        None,
+        "en",
+        None,
+        None,
+        None,
+        0.96954316,
+        None,
+        [["en"], None, [0.96954316]],
+    ]
 
 
 def test_format_malformed_json():
@@ -28,14 +37,14 @@ def test_rshift():
 
 def test_build_params_with_override():
     params = utils.build_params(
-        client='',
-        query='',
-        src='',
-        dest='',
-        token='',
+        client="",
+        query="",
+        src="",
+        dest="",
+        token="",
         override={
-            'otf': '3',
+            "otf": "3",
         },
     )
 
-    assert params['otf'] == '3'
+    assert params["otf"] == "3"
diff --git a/translate b/translate
index 7561584..62308b8 100755
--- a/translate
+++ b/translate
@@ -1,40 +1,47 @@
 #!/usr/bin/env python
-# -*- coding: utf-8 -*-
 import argparse
-import sys
+
 from googletrans import Translator
 
+
 def main():
     parser = argparse.ArgumentParser(
-        description='Python Google Translator as a command-line tool')
-    parser.add_argument('text', help='The text you want to translate.')
-    parser.add_argument('-d', '--dest', default='en',
-        help='The destination language you want to translate. (Default: en)')
-    parser.add_argument('-s', '--src', default='auto',
-        help='The source language you want to translate. (Default: auto)')
-    parser.add_argument('-c', '--detect', action='store_true', default=False,
-        help='')
+        description="Python Google Translator as a command-line tool"
+    )
+    parser.add_argument("text", help="The text you want to translate.")
+    parser.add_argument(
+        "-d",
+        "--dest",
+        default="en",
+        help="The destination language you want to translate. (Default: en)",
+    )
+    parser.add_argument(
+        "-s",
+        "--src",
+        default="auto",
+        help="The source language you want to translate. (Default: auto)",
+    )
+    parser.add_argument("-c", "--detect", action="store_true", default=False, help="")
     args = parser.parse_args()
     translator = Translator()
 
     if args.detect:
         result = translator.detect(args.text)
-        result = """
-[{lang}, {confidence}] {text}
-        """.strip().format(text=args.text,
-            lang=result.lang, confidence=result.confidence)
+        result = f"""
+[{result.lang}, {result.confidence}] {args.text}
+        """.strip()
         print(result)
         return
 
     result = translator.translate(args.text, dest=args.dest, src=args.src)
-    result = u"""
-[{src}] {original}
+    result = f"""
+[{result.src}] {result.origin}
     ->
-[{dest}] {text}
-[pron.] {pronunciation}
-    """.strip().format(src=result.src, dest=result.dest, original=result.origin,
-                       text=result.text, pronunciation=result.pronunciation)
+[{result.dest}] {result.text}
+[pron.] {result.pronunciation}
+    """.strip()
     print(result)
 
-if __name__ == '__main__':
+
+if __name__ == "__main__":
     main()
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..8689fc0
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,501 @@
+version = 1
+requires-python = ">=3.8"
+
+[[package]]
+name = "anyio"
+version = "4.5.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
+    { name = "idna" },
+    { name = "sniffio" },
+    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
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