English to German language translator Apps Using the Python programming Language
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pip install torch==1.8.1+cu111 torchvision==0.9.1+cu111 torchaudio===0.8.1 -f https://download.pytorch.org/whl/lts/1.8/torch_lts.html
Looking in links: https://download.pytorch.org/whl/lts/1.8/torch_lts.html
Collecting torch==1.8.1+cu111
Downloading https://download.pytorch.org/whl/lts/1.8/cu111/torch-1.8.1%2Bcu111-cp37-cp37m-linux_x86_64.whl (1982.2 MB)
|█████████████▌ | 834.1 MB 1.3 MB/s eta 0:14:31tcmalloc: large alloc 1147494400 bytes == 0x5558e0176000 @ 0x7fc27343a615 0x5558a66f502c 0x5558a67d517a 0x5558a66f7e4d 0x5558a67e9c0d 0x5558a676c0d8 0x5558a6766c35 0x5558a66f973a 0x5558a676bf40 0x5558a6766c35 0x5558a66f973a 0x5558a676893b 0x5558a67eaa56 0x5558a6767fb3 0x5558a67eaa56 0x5558a6767fb3 0x5558a67eaa56 0x5558a6767fb3 0x5558a66f9b99 0x5558a673ce79 0x5558a66f87b2 0x5558a676be65 0x5558a6766c35 0x5558a66f973a 0x5558a676893b 0x5558a6766c35 0x5558a66f973a 0x5558a6767b0e 0x5558a66f965a 0x5558a6767d67 0x5558a6766c35
|█████████████████ | 1055.7 MB 1.4 MB/s eta 0:10:54tcmalloc: large alloc 1434370048 bytes == 0x5559247cc000 @ 0x7fc27343a615 0x5558a66f502c 0x5558a67d517a 0x5558a66f7e4d 0x5558a67e9c0d 0x5558a676c0d8 0x5558a6766c35 0x5558a66f973a 0x5558a676bf40 0x5558a6766c35 0x5558a66f973a 0x5558a676893b 0x5558a67eaa56 0x5558a6767fb3 0x5558a67eaa56 0x5558a6767fb3 0x5558a67eaa56 0x5558a6767fb3 0x5558a66f9b99 0x5558a673ce79 0x5558a66f87b2 0x5558a676be65 0x5558a6766c35 0x5558a66f973a 0x5558a676893b 0x5558a6766c35 0x5558a66f973a 0x5558a6767b0e 0x5558a66f965a 0x5558a6767d67 0x5558a6766c35
|█████████████████████▋ | 1336.2 MB 1.3 MB/s eta 0:08:21tcmalloc: large alloc 1792966656 bytes == 0x5558a95fe000 @ 0x7fc27343a615 0x5558a66f502c 0x5558a67d517a 0x5558a66f7e4d 0x5558a67e9c0d 0x5558a676c0d8 0x5558a6766c35 0x5558a66f973a 0x5558a676bf40 0x5558a6766c35 0x5558a66f973a 0x5558a676893b 0x5558a67eaa56 0x5558a6767fb3 0x5558a67eaa56 0x5558a6767fb3 0x5558a67eaa56 0x5558a6767fb3 0x5558a66f9b99 0x5558a673ce79 0x5558a66f87b2 0x5558a676be65 0x5558a6766c35 0x5558a66f973a 0x5558a676893b 0x5558a6766c35 0x5558a66f973a 0x5558a6767b0e 0x5558a66f965a 0x5558a6767d67 0x5558a6766c35
|███████████████████████████▎ | 1691.1 MB 1.3 MB/s eta 0:03:52tcmalloc: large alloc 2241208320 bytes == 0x5559143e6000 @ 0x7fc27343a615 0x5558a66f502c 0x5558a67d517a 0x5558a66f7e4d 0x5558a67e9c0d 0x5558a676c0d8 0x5558a6766c35 0x5558a66f973a 0x5558a676bf40 0x5558a6766c35 0x5558a66f973a 0x5558a676893b 0x5558a67eaa56 0x5558a6767fb3 0x5558a67eaa56 0x5558a6767fb3 0x5558a67eaa56 0x5558a6767fb3 0x5558a66f9b99 0x5558a673ce79 0x5558a66f87b2 0x5558a676be65 0x5558a6766c35 0x5558a66f973a 0x5558a676893b 0x5558a6766c35 0x5558a66f973a 0x5558a6767b0e 0x5558a66f965a 0x5558a6767d67 0x5558a6766c35
|████████████████████████████████| 1982.2 MB 1.2 MB/s eta 0:00:01tcmalloc: large alloc 1982177280 bytes == 0x555999d48000 @ 0x7fc2734391e7 0x5558a672aae7 0x5558a66f502c 0x5558a67d517a 0x5558a66f7e4d 0x5558a67e9c0d 0x5558a676c0d8 0x5558a6766c35 0x5558a66f973a 0x5558a6767d67 0x5558a6766c35 0x5558a66f973a 0x5558a6767d67 0x5558a6766c35 0x5558a66f973a 0x5558a6767d67 0x5558a6766c35 0x5558a66f973a 0x5558a6767d67 0x5558a6766c35 0x5558a66f973a 0x5558a6767d67 0x5558a66f965a 0x5558a6767d67 0x5558a6766c35 0x5558a66f973a 0x5558a676893b 0x5558a6766c35 0x5558a66f973a 0x5558a676893b 0x5558a6766c35
tcmalloc: large alloc 2477727744 bytes == 0x555a84426000 @ 0x7fc27343a615 0x5558a66f502c 0x5558a67d517a 0x5558a66f7e4d 0x5558a67e9c0d 0x5558a676c0d8 0x5558a6766c35 0x5558a66f973a 0x5558a6767d67 0x5558a6766c35 0x5558a66f973a 0x5558a6767d67 0x5558a6766c35 0x5558a66f973a 0x5558a6767d67 0x5558a6766c35 0x5558a66f973a 0x5558a6767d67 0x5558a6766c35 0x5558a66f973a 0x5558a6767d67 0x5558a66f965a 0x5558a6767d67 0x5558a6766c35 0x5558a66f973a 0x5558a676893b 0x5558a6766c35 0x5558a66f973a 0x5558a676893b 0x5558a6766c35 0x5558a66f9dd1
|████████████████████████████████| 1982.2 MB 1.2 kB/s
Collecting torchvision==0.9.1+cu111
Downloading https://download.pytorch.org/whl/lts/1.8/cu111/torchvision-0.9.1%2Bcu111-cp37-cp37m-linux_x86_64.whl (17.6 MB)
|████████████████████████████████| 17.6 MB 48 kB/s
Collecting torchaudio===0.8.1
Downloading torchaudio-0.8.1-cp37-cp37m-manylinux1_x86_64.whl (1.9 MB)
|████████████████████████████████| 1.9 MB 8.0 MB/s
Requirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from torch==1.8.1+cu111) (3.7.4.3)
Requirement already satisfied: numpy in /usr/local/lib/python3.7/dist-packages (from torch==1.8.1+cu111) (1.19.5)
Requirement already satisfied: pillow>=4.1.1 in /usr/local/lib/python3.7/dist-packages (from torchvision==0.9.1+cu111) (7.1.2)
Installing collected packages: torch, torchvision, torchaudio
Attempting uninstall: torch
Found existing installation: torch 1.9.0+cu102
Uninstalling torch-1.9.0+cu102:
Successfully uninstalled torch-1.9.0+cu102
Attempting uninstall: torchvision
Found existing installation: torchvision 0.10.0+cu102
Uninstalling torchvision-0.10.0+cu102:
Successfully uninstalled torchvision-0.10.0+cu102
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
torchtext 0.10.0 requires torch==1.9.0, but you have torch 1.8.1+cu111 which is incompatible.
Successfully installed torch-1.8.1+cu111 torchaudio-0.8.1 torchvision-0.9.1+cu111
!pip install transformers ipywidgets gradio --upgrade
Collecting transformers
Downloading transformers-4.9.1-py3-none-any.whl (2.6 MB)
|████████████████████████████████| 2.6 MB 7.3 MB/s
Requirement already satisfied: ipywidgets in /usr/local/lib/python3.7/dist-packages (7.6.3)
Collecting gradio
Downloading gradio-2.2.8-py3-none-any.whl (2.2 MB)
|████████████████████████████████| 2.2 MB 52.6 MB/s
Collecting sacremoses
Downloading sacremoses-0.0.45-py3-none-any.whl (895 kB)
|████████████████████████████████| 895 kB 56.1 MB/s
Requirement already satisfied: requests in /usr/local/lib/python3.7/dist-packages (from transformers) (2.23.0)
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Collecting tokenizers<0.11,>=0.10.1
Downloading tokenizers-0.10.3-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (3.3 MB)
|████████████████████████████████| 3.3 MB 54.3 MB/s
Requirement already satisfied: tqdm>=4.27 in /usr/local/lib/python3.7/dist-packages (from transformers) (4.41.1)
Collecting pyyaml>=5.1
Downloading PyYAML-5.4.1-cp37-cp37m-manylinux1_x86_64.whl (636 kB)
|████████████████████████████████| 636 kB 61.1 MB/s
Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.7/dist-packages (from transformers) (2019.12.20)
Collecting huggingface-hub==0.0.12
Downloading huggingface_hub-0.0.12-py3-none-any.whl (37 kB)
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Collecting flask-cachebuster
Downloading Flask-CacheBuster-1.0.0.tar.gz (3.1 kB)
Collecting Flask-Login
Downloading Flask_Login-0.5.0-py2.py3-none-any.whl (16 kB)
Collecting analytics-python
Downloading analytics_python-1.4.0-py2.py3-none-any.whl (15 kB)
Requirement already satisfied: pandas in /usr/local/lib/python3.7/dist-packages (from gradio) (1.1.5)
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Collecting Flask-Cors>=3.0.8
Downloading Flask_Cors-3.0.10-py2.py3-none-any.whl (14 kB)
Collecting pycryptodome
Downloading pycryptodome-3.10.1-cp35-abi3-manylinux2010_x86_64.whl (1.9 MB)
|████████████████████████████████| 1.9 MB 56.9 MB/s
Requirement already satisfied: scipy in /usr/local/lib/python3.7/dist-packages (from gradio) (1.4.1)
Requirement already satisfied: Flask>=1.1.1 in /usr/local/lib/python3.7/dist-packages (from gradio) (1.1.4)
Collecting paramiko
Downloading paramiko-2.7.2-py2.py3-none-any.whl (206 kB)
|████████████████████████████████| 206 kB 73.7 MB/s
Collecting ffmpy
Downloading ffmpy-0.3.0.tar.gz (4.8 kB)
Requirement already satisfied: pillow in /usr/local/lib/python3.7/dist-packages (from gradio) (7.1.2)
Collecting markdown2
Downloading markdown2-2.4.0-py2.py3-none-any.whl (34 kB)
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Collecting monotonic>=1.5
Downloading monotonic-1.6-py2.py3-none-any.whl (8.2 kB)
Collecting backoff==1.10.0
Downloading backoff-1.10.0-py2.py3-none-any.whl (31 kB)
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Requirement already satisfied: pytz>=2017.2 in /usr/local/lib/python3.7/dist-packages (from pandas->gradio) (2018.9)
Collecting cryptography>=2.5
Downloading cryptography-3.4.7-cp36-abi3-manylinux2014_x86_64.whl (3.2 MB)
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Collecting pynacl>=1.0.1
Downloading PyNaCl-1.4.0-cp35-abi3-manylinux1_x86_64.whl (961 kB)
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Collecting bcrypt>=3.1.3
Downloading bcrypt-3.2.0-cp36-abi3-manylinux2010_x86_64.whl (63 kB)
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Building wheels for collected packages: ffmpy, flask-cachebuster
Building wheel for ffmpy (setup.py) ... done
Created wheel for ffmpy: filename=ffmpy-0.3.0-py3-none-any.whl size=4709 sha256=5b58164b1a5180b64f8201b2e5555acd322da52b0ad103e867984089b981a542
Stored in directory: /root/.cache/pip/wheels/13/e4/6c/e8059816e86796a597c6e6b0d4c880630f51a1fcfa0befd5e6
Building wheel for flask-cachebuster (setup.py) ... done
Created wheel for flask-cachebuster: filename=Flask_CacheBuster-1.0.0-py3-none-any.whl size=3372 sha256=af857e6120b90d7b074ddf5cae6e68013f7d312b5680de01702361b4d0ef427e
Stored in directory: /root/.cache/pip/wheels/28/c0/c4/44687421dab41455be93112bd1b0dee1f3c5a9aa27bee63708
Successfully built ffmpy flask-cachebuster
Installing collected packages: pynacl, monotonic, cryptography, bcrypt, backoff, tokenizers, sacremoses, pyyaml, pycryptodome, paramiko, markdown2, huggingface-hub, Flask-Login, Flask-Cors, flask-cachebuster, ffmpy, analytics-python, transformers, gradio
Attempting uninstall: pyyaml
Found existing installation: PyYAML 3.13
Uninstalling PyYAML-3.13:
Successfully uninstalled PyYAML-3.13
Successfully installed Flask-Cors-3.0.10 Flask-Login-0.5.0 analytics-python-1.4.0 backoff-1.10.0 bcrypt-3.2.0 cryptography-3.4.7 ffmpy-0.3.0 flask-cachebuster-1.0.0 gradio-2.2.8 huggingface-hub-0.0.12 markdown2-2.4.0 monotonic-1.6 paramiko-2.7.2 pycryptodome-3.10.1 pynacl-1.4.0 pyyaml-5.4.1 sacremoses-0.0.45 tokenizers-0.10.3 transformers-4.9.1
import gradio as gf # UI library
from transformers import pipeline # Transformers pipeline
translation_pipeline = pipeline('translation_en_to_de')
translation_pipeline('My name is Sakib')
[{'translation_text': 'Mein Name ist Sakib'}]
def translate_transformers(from_text):
results = translation_pipeline(from_text)
return results[0]['translation_text']
translate_transformers:('My name is Sakib')
pip install gradio
Requirement already satisfied: gradio in /usr/local/lib/python3.7/dist-packages (2.2.8) Requirement already satisfied: Flask>=1.1.1 in /usr/local/lib/python3.7/dist-packages (from gradio) (1.1.4) Requirement already satisfied: pillow in /usr/local/lib/python3.7/dist-packages (from gradio) (7.1.2) Requirement already satisfied: numpy in /usr/local/lib/python3.7/dist-packages (from gradio) (1.19.5) Requirement already satisfied: paramiko in /usr/local/lib/python3.7/dist-packages (from gradio) (2.7.2) Requirement already satisfied: Flask-Cors>=3.0.8 in /usr/local/lib/python3.7/dist-packages (from gradio) (3.0.10) Requirement already satisfied: flask-cachebuster in /usr/local/lib/python3.7/dist-packages (from gradio) (1.0.0) Requirement already satisfied: analytics-python in /usr/local/lib/python3.7/dist-packages (from gradio) (1.4.0) Requirement already satisfied: requests in /usr/local/lib/python3.7/dist-packages (from gradio) (2.23.0) Requirement already satisfied: pycryptodome in /usr/local/lib/python3.7/dist-packages (from gradio) (3.10.1) Requirement already satisfied: pandas in /usr/local/lib/python3.7/dist-packages (from gradio) (1.1.5) Requirement already satisfied: ffmpy in /usr/local/lib/python3.7/dist-packages (from gradio) (0.3.0) Requirement already satisfied: matplotlib in /usr/local/lib/python3.7/dist-packages (from gradio) (3.2.2) Requirement already satisfied: Flask-Login in /usr/local/lib/python3.7/dist-packages (from gradio) (0.5.0) Requirement already satisfied: scipy in /usr/local/lib/python3.7/dist-packages (from gradio) (1.4.1) Requirement already satisfied: markdown2 in /usr/local/lib/python3.7/dist-packages (from gradio) (2.4.0) Requirement already satisfied: Werkzeug<2.0,>=0.15 in /usr/local/lib/python3.7/dist-packages (from Flask>=1.1.1->gradio) (1.0.1) Requirement already satisfied: itsdangerous<2.0,>=0.24 in /usr/local/lib/python3.7/dist-packages (from Flask>=1.1.1->gradio) (1.1.0) Requirement already satisfied: Jinja2<3.0,>=2.10.1 in /usr/local/lib/python3.7/dist-packages (from Flask>=1.1.1->gradio) (2.11.3) Requirement already satisfied: click<8.0,>=5.1 in /usr/local/lib/python3.7/dist-packages (from Flask>=1.1.1->gradio) (7.1.2) Requirement already satisfied: Six in /usr/local/lib/python3.7/dist-packages (from Flask-Cors>=3.0.8->gradio) (1.15.0) Requirement already satisfied: MarkupSafe>=0.23 in /usr/local/lib/python3.7/dist-packages (from Jinja2<3.0,>=2.10.1->Flask>=1.1.1->gradio) (2.0.1) Requirement already satisfied: backoff==1.10.0 in /usr/local/lib/python3.7/dist-packages (from analytics-python->gradio) (1.10.0) Requirement already satisfied: monotonic>=1.5 in /usr/local/lib/python3.7/dist-packages (from analytics-python->gradio) (1.6) Requirement already satisfied: python-dateutil>2.1 in /usr/local/lib/python3.7/dist-packages (from analytics-python->gradio) (2.8.1) Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests->gradio) (3.0.4) Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests->gradio) (2.10) Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests->gradio) (2021.5.30) Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests->gradio) (1.24.3) Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.7/dist-packages (from matplotlib->gradio) (0.10.0) Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->gradio) (1.3.1) Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->gradio) (2.4.7) Requirement already satisfied: pytz>=2017.2 in /usr/local/lib/python3.7/dist-packages (from pandas->gradio) (2018.9) Requirement already satisfied: cryptography>=2.5 in /usr/local/lib/python3.7/dist-packages (from paramiko->gradio) (3.4.7) Requirement already satisfied: pynacl>=1.0.1 in /usr/local/lib/python3.7/dist-packages (from paramiko->gradio) (1.4.0) Requirement already satisfied: bcrypt>=3.1.3 in /usr/local/lib/python3.7/dist-packages (from paramiko->gradio) (3.2.0) Requirement already satisfied: cffi>=1.1 in /usr/local/lib/python3.7/dist-packages (from bcrypt>=3.1.3->paramiko->gradio) (1.14.6) Requirement already satisfied: pycparser in /usr/local/lib/python3.7/dist-packages (from cffi>=1.1->bcrypt>=3.1.3->paramiko->gradio) (2.20)
import gradio as gr
def greet(name):
return "Hello " + name + "!!"
iface = gr.Interface(fn=greet, inputs="text", outputs="text")
iface.launch()
Colab notebook detected. To show errors in colab notebook, set `debug=True` in `launch()` This share link will expire in 24 hours. If you need a permanent link, visit: https://gradio.app/introducing-hosted (NEW!) Running on External URL: https://54425.gradio.app Interface loading below...
(<Flask 'gradio.networking'>, 'http://127.0.0.1:7860/', 'https://54425.gradio.app')
interface = gr.Interface(fn=translate_transformers,
inputs=gr.inputs.Textbox(lines=2, placeholder= 'Text to Translate'),
outputs='text')
interface.launch()
Colab notebook detected. To show errors in colab notebook, set `debug=True` in `launch()` This share link will expire in 24 hours. If you need a permanent link, visit: https://gradio.app/introducing-hosted (NEW!) Running on External URL: https://35025.gradio.app Interface loading below...
(<Flask 'gradio.networking'>, 'http://127.0.0.1:7861/', 'https://35025.gradio.app')