Update 0.1.0a0 ready

.stignore

@@ -0,0 +1,101 @@
+.git
+# Byte-compiled / optimized / DLL files
+__pycache__
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build
+develop-eggs
+dist
+downloads
+eggs
+.eggs
+lib
+lib64
+parts
+sdist
+var
+wheels
+pip-wheel-metadata
+share/python-wheels
+*.egg-info
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+
+# Flask stuff:
+instance
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build
+
+# PyBuilder
+target
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default
+ipython_config.py
+
+# pyenv
+.python-version
+
+# celery beat schedule file
+celerybeat-schedule
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env
+venv
+ENV
+env.bak
+venv.bak
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mypy
+.mypy_cache
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre

app.py

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+"""Create entry."""
+# pylint: disbale=invalid-name
+import os
+import time
+from pathlib import Path
+
+import gradio as gr
+import logzero
+import pandas as pd
+from about_time import about_time
+from icecream import install as ic_install, ic
+from logzero import logger
+from set_loglevel import set_loglevel
+
+from radio_embed import __version__, radio_embed
+
+os.environ["LOGLEVEL"] = "10"  # turn debug on
+os.environ["LOGLEVEL"] = "20"  # turn debug off
+logzero.loglevel(set_loglevel())
+if set_loglevel() <= 10:
+    logger.info(" debug is on ")
+else:
+    logger.info(" debug is off ")
+
+ic_install()
+ic.configureOutput(
+    includeContext=True,
+    outputFunction=logger.info,
+)
+# ic.enable()
+ic.disable()  # to turn off
+
+os.environ["TZ"] = "Asia/Shanghai"
+try:
+    time.tzset()  # type: ignore
+except Exception as _:
+    logger.warning("time.tzset() error: %s. Probably running Windows, we let it pass.", _)
+
+
+iface = gr.Interface(
+    fn=radio_embed,
+    inputs="textarea",
+    outputs="dataframe",
+    title=f"radio-embed {__version__}",
+    description="embed rest api via gradio",
+    examples=[
+        ["test\n测试"]
+    ],
+    allow_flagging="never",
+)
+
+debug = False
+if set_loglevel() <= 10:
+    debug = True
+
+iface.launch(
+    show_error=debug,
+    enable_queue=True,
+    debug=debug,
+)

install-sw.sh

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+# pip install pipx
+# pipx install poetry
+# pipx ensurepath
+# source ~/.bashrc
+
+# curl -sSL https://install.python-poetry.org | python3 -
+# -C- continue -S show error -o output
+curl -sSL -C- -o install-poetry.py  https://install.python-poetry.org
+python install-poetry.py
+rm install-poetry.py
+echo export PATH=~/.local/bin:$PATH > ~/.bashrc
+source ~/.bashrc
+# ~/.local/bin/poetry install
+
+wget -c https://deb.nodesource.com/setup_12.x
+bash setup_12.x
+apt-get install -y nodejs
+npm install -g npm@latest
+npm install -g nodemon
+rm setup_12.x
+
+# apt upate  # alerady done in apt-get install -y nodejs
+apt install byobu -y > /dev/null 2>&1

install-sw1.sh

@@ -0,0 +1,25 @@
+# pip install pipx
+# pipx install poetry
+# pipx ensurepath
+# source ~/.bashrc
+
+# curl -sSL https://install.python-poetry.org | python3 -
+# -C- continue -S show error -o output
+curl -sSL -C- -o install-poetry.py  https://install.python-poetry.org
+python install-poetry.py
+rm install-poetry.py
+echo export PATH=~/.local/bin:$PATH > ~/.bashrc
+source ~/.bashrc
+# ~/.local/bin/poetry install
+
+wget -c https://deb.nodesource.com/setup_12.x
+bash setup_12.x
+apt-get install -y nodejs
+npm install -g npm@latest
+npm install -g nodemon
+rm setup_12.x
+
+# apt update  # alerady done in apt-get install -y nodejs
+apt install byobu -y > /dev/null 2>&1
+byobu-enable
+byobu

okteto.yml

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+name: gradio-cmat
+
+# The build section defines how to build the images of
+# your development environment
+# More info: https://www.okteto.com/docs/reference/manifest/#build
+# build:
+#   my-service:
+#     context: .
+
+# The deploy section defines how to deploy your development environment
+# More info: https://www.okteto.com/docs/reference/manifest/#deploy
+# deploy:
+  # commands:
+    # - name: Deploy
+      # command: echo 'Replace this line with the proper 'helm'
+
+#  or 'kubectl' commands to deploy your development environment'
+
+# The dependencies section defines other git repositories to be
+# deployed as part of your development environment
+# More info: https://www.okteto.com/docs/reference/manifest/#dependencies
+# dependencies:
+#   - https://github.com/okteto/sample
+# The dev section defines how to activate a development container
+# More info: https://www.okteto.com/docs/reference/manifest/#dev
+dev:
+  gradio-cmat:
+    # image: okteto/dev:latest
+    # image: python:3.8.13-bullseye
+    # image: simbachain/poetry-3.8
+    image: python:3.8
+    command: bash
+    workdir: /usr/src/app
+    sync:
+      - .:/usr/src/app
+    environment:
+      - name=$USER
+    forward:
+      - 7861:7861
+      - 7860:7860
+      - 8501:8501
+    reverse:
+      - 9000:9000
+    autocreate: true

poetry.lock

@@ -0,0 +1,1217 @@
+[[package]]
+name = "about-time"
+version = "3.1.1"
+description = "Easily measure timing and throughput of code blocks, with beautiful human friendly representations."
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "alive-progress"
+version = "2.4.1"
+description = "A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!"
+category = "main"
+optional = false
+python-versions = ">=3.7, <4"
+
+[package.dependencies]
+about-time = "3.1.1"
+grapheme = "0.6.0"
+
+[[package]]
+name = "asttokens"
+version = "2.0.5"
+description = "Annotate AST trees with source code positions"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+six = "*"
+
+[package.extras]
+test = ["astroid", "pytest"]
+
+[[package]]
+name = "atomicwrites"
+version = "1.4.0"
+description = "Atomic file writes."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "attrs"
+version = "21.4.0"
+description = "Classes Without Boilerplate"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.extras]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
+docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
+
+[[package]]
+name = "certifi"
+version = "2022.5.18.1"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "charset-normalizer"
+version = "2.0.12"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
+optional = false
+python-versions = ">=3.5.0"
+
+[package.extras]
+unicode_backport = ["unicodedata2"]
+
+[[package]]
+name = "click"
+version = "8.1.3"
+description = "Composable command line interface toolkit"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[[package]]
+name = "colorama"
+version = "0.4.4"
+description = "Cross-platform colored terminal text."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "environs"
+version = "9.5.0"
+description = "simplified environment variable parsing"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+marshmallow = ">=3.0.0"
+python-dotenv = "*"
+
+[package.extras]
+dev = ["pytest", "dj-database-url", "dj-email-url", "django-cache-url", "flake8 (==4.0.1)", "flake8-bugbear (==21.9.2)", "mypy (==0.910)", "pre-commit (>=2.4,<3.0)", "tox"]
+django = ["dj-database-url", "dj-email-url", "django-cache-url"]
+lint = ["flake8 (==4.0.1)", "flake8-bugbear (==21.9.2)", "mypy (==0.910)", "pre-commit (>=2.4,<3.0)"]
+tests = ["pytest", "dj-database-url", "dj-email-url", "django-cache-url"]
+
+[[package]]
+name = "executing"
+version = "0.8.3"
+description = "Get the currently executing AST node of a frame, and other information"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "filelock"
+version = "3.7.1"
+description = "A platform independent file lock."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["furo (>=2021.8.17b43)", "sphinx (>=4.1)", "sphinx-autodoc-typehints (>=1.12)"]
+testing = ["covdefaults (>=1.2.0)", "coverage (>=4)", "pytest (>=4)", "pytest-cov", "pytest-timeout (>=1.4.2)"]
+
+[[package]]
+name = "flake8"
+version = "3.9.2"
+description = "the modular source code checker: pep8 pyflakes and co"
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
+[package.dependencies]
+mccabe = ">=0.6.0,<0.7.0"
+pycodestyle = ">=2.7.0,<2.8.0"
+pyflakes = ">=2.3.0,<2.4.0"
+
+[[package]]
+name = "grapheme"
+version = "0.6.0"
+description = "Unicode grapheme helpers"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+test = ["pytest", "sphinx", "sphinx-autobuild", "wheel", "twine"]
+
+[[package]]
+name = "hf-model-s-cpu"
+version = "0.1.1"
+description = "model-s served from hf spaces using torch+cpu"
+category = "main"
+optional = false
+python-versions = ">=3.8.3,<4.0.0"
+
+[package.dependencies]
+alive-progress = ">=2.4.1,<3.0.0"
+huggingface-hub = ">=0.5.1,<0.6.0"
+install = ">=1.3.5,<2.0.0"
+joblib = ">=1.1.0,<2.0.0"
+logzero = ">=1.7.0,<2.0.0"
+nltk = ">=3.7,<4.0"
+numpy = ">=1.22.3,<2.0.0"
+Pillow = ">=9.1.0,<10.0.0"
+scikit-learn = ">=1.0.2,<2.0.0"
+sentencepiece = ">=0.1.96,<0.2.0"
+tqdm = ">=4.64.0,<5.0.0"
+transformers = ">=4.18.0,<5.0.0"
+
+[[package]]
+name = "huggingface-hub"
+version = "0.5.1"
+description = "Client library to download and publish models on the huggingface.co hub"
+category = "main"
+optional = false
+python-versions = ">=3.7.0"
+
+[package.dependencies]
+filelock = "*"
+packaging = ">=20.9"
+pyyaml = "*"
+requests = "*"
+tqdm = "*"
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+all = ["pytest", "datasets", "soundfile", "black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+dev = ["pytest", "datasets", "soundfile", "black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+quality = ["black (>=22.0,<23.0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+tensorflow = ["tensorflow", "pydot", "graphviz"]
+testing = ["pytest", "datasets", "soundfile"]
+torch = ["torch"]
+
+[[package]]
+name = "icecream"
+version = "2.1.2"
+description = "Never use print() to debug again; inspect variables, expressions, and program execution with a single, simple function call."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+asttokens = ">=2.0.1"
+colorama = ">=0.3.9"
+executing = ">=0.3.1"
+pygments = ">=2.2.0"
+
+[[package]]
+name = "idna"
+version = "3.3"
+description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "iniconfig"
+version = "1.1.1"
+description = "iniconfig: brain-dead simple config-ini parsing"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "install"
+version = "1.3.5"
+description = "Install packages from within code"
+category = "main"
+optional = false
+python-versions = ">=2.7, >=3.5"
+
+[[package]]
+name = "isort"
+version = "5.10.1"
+description = "A Python utility / library to sort Python imports."
+category = "dev"
+optional = false
+python-versions = ">=3.6.1,<4.0"
+
+[package.extras]
+pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
+requirements_deprecated_finder = ["pipreqs", "pip-api"]
+colors = ["colorama (>=0.4.3,<0.5.0)"]
+plugins = ["setuptools"]
+
+[[package]]
+name = "joblib"
+version = "1.1.0"
+description = "Lightweight pipelining with Python functions"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "logzero"
+version = "1.7.0"
+description = "Robust and effective logging for Python 2 and 3"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+
+[[package]]
+name = "marshmallow"
+version = "3.16.0"
+description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+packaging = ">=17.0"
+
+[package.extras]
+dev = ["pytest", "pytz", "simplejson", "mypy (==0.960)", "flake8 (==4.0.1)", "flake8-bugbear (==22.4.25)", "pre-commit (>=2.4,<3.0)", "tox"]
+docs = ["sphinx (==4.5.0)", "sphinx-issues (==3.0.1)", "alabaster (==0.7.12)", "sphinx-version-warning (==1.1.2)", "autodocsumm (==0.2.8)"]
+lint = ["mypy (==0.960)", "flake8 (==4.0.1)", "flake8-bugbear (==22.4.25)", "pre-commit (>=2.4,<3.0)"]
+tests = ["pytest", "pytz", "simplejson"]
+
+[[package]]
+name = "mccabe"
+version = "0.6.1"
+description = "McCabe checker, plugin for flake8"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "nltk"
+version = "3.7"
+description = "Natural Language Toolkit"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+click = "*"
+joblib = "*"
+regex = ">=2021.8.3"
+tqdm = "*"
+
+[package.extras]
+all = ["numpy", "pyparsing", "scipy", "matplotlib", "twython", "requests", "scikit-learn", "python-crfsuite"]
+corenlp = ["requests"]
+machine_learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"]
+plot = ["matplotlib"]
+tgrep = ["pyparsing"]
+twitter = ["twython"]
+
+[[package]]
+name = "numpy"
+version = "1.22.4"
+description = "NumPy is the fundamental package for array computing with Python."
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[[package]]
+name = "packaging"
+version = "21.3"
+description = "Core utilities for Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
+
+[[package]]
+name = "pastel"
+version = "0.2.1"
+description = "Bring colors to your terminal."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "pillow"
+version = "9.1.1"
+description = "Python Imaging Library (Fork)"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-issues (>=3.0.1)", "sphinx-removed-in", "sphinx-rtd-theme (>=1.0)", "sphinxext-opengraph"]
+tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+
+[[package]]
+name = "pluggy"
+version = "1.0.0"
+description = "plugin and hook calling mechanisms for python"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["pytest", "pytest-benchmark"]
+
+[[package]]
+name = "poethepoet"
+version = "0.10.0"
+description = "A task runner that works well with poetry."
+category = "dev"
+optional = false
+python-versions = ">=3.6,<4.0"
+
+[package.dependencies]
+pastel = ">=0.2.0,<0.3.0"
+tomlkit = ">=0.6.0,<1.0.0"
+
+[[package]]
+name = "py"
+version = "1.11.0"
+description = "library with cross-python path, ini-parsing, io, code, log facilities"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "pycodestyle"
+version = "2.7.0"
+description = "Python style guide checker"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "pydocstyle"
+version = "6.1.1"
+description = "Python docstring style checker"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+snowballstemmer = "*"
+
+[package.extras]
+toml = ["toml"]
+
+[[package]]
+name = "pyflakes"
+version = "2.3.1"
+description = "passive checker of Python programs"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "pygments"
+version = "2.12.0"
+description = "Pygments is a syntax highlighting package written in Python."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "pyparsing"
+version = "3.0.9"
+description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "main"
+optional = false
+python-versions = ">=3.6.8"
+
+[package.extras]
+diagrams = ["railroad-diagrams", "jinja2"]
+
+[[package]]
+name = "pytest"
+version = "7.1.2"
+description = "pytest: simple powerful testing with Python"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
+attrs = ">=19.2.0"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+iniconfig = "*"
+packaging = "*"
+pluggy = ">=0.12,<2.0"
+py = ">=1.8.2"
+tomli = ">=1.0.0"
+
+[package.extras]
+testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
+
+[[package]]
+name = "python-dotenv"
+version = "0.20.0"
+description = "Read key-value pairs from a .env file and set them as environment variables"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.extras]
+cli = ["click (>=5.0)"]
+
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+]
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+]
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+    {file = "tokenizers-0.12.1-cp38-cp38-win_amd64.whl", hash = "sha256:62a723bd4b18bc55121f5c34cd8efd6c651f2d3b81f81dd50e5351fb65b8a617"},
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+    {file = "tokenizers-0.12.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0bf2380ad59c50222959a9b6f231339200a826fc5cb2be09ff96d8a59f65fc5e"},
+    {file = "tokenizers-0.12.1-cp39-cp39-win32.whl", hash = "sha256:6a7a106d04154c2159db6cd7d042af2e2e0e53aee432f872fe6c8be45100436a"},
+    {file = "tokenizers-0.12.1-cp39-cp39-win_amd64.whl", hash = "sha256:2158baf80cbc09259bfd6e0e0fc4597b611e7a72ad5443dad63918a90f1dd304"},
+    {file = "tokenizers-0.12.1.tar.gz", hash = "sha256:070746f86efa6c873db341e55cf17bb5e7bdd5450330ca8eca542f5c3dab2c66"},
+]
+toml = [
+    {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
+    {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
+]
+tomli = [
+    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
+    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+]
+tomlkit = [
+    {file = "tomlkit-0.11.0-py3-none-any.whl", hash = "sha256:0f4050db66fd445b885778900ce4dd9aea8c90c4721141fde0d6ade893820ef1"},
+    {file = "tomlkit-0.11.0.tar.gz", hash = "sha256:71ceb10c0eefd8b8f11fe34e8a51ad07812cb1dc3de23247425fbc9ddc47b9dd"},
+]
+tqdm = [
+    {file = "tqdm-4.64.0-py2.py3-none-any.whl", hash = "sha256:74a2cdefe14d11442cedf3ba4e21a3b84ff9a2dbdc6cfae2c34addb2a14a5ea6"},
+    {file = "tqdm-4.64.0.tar.gz", hash = "sha256:40be55d30e200777a307a7585aee69e4eabb46b4ec6a4b4a5f2d9f11e7d5408d"},
+]
+transformers = [
+    {file = "transformers-4.19.4-py3-none-any.whl", hash = "sha256:572d8ecbff29ec53769e0459b4334ebd1038f75ad25119a3006f8816643dccc4"},
+    {file = "transformers-4.19.4.tar.gz", hash = "sha256:b8c0f9816b4c4c2f0265b24d0a0b9d4ae8b7b98fc779d63f92e3c121c4c2d483"},
+]
+typing-extensions = [
+    {file = "typing_extensions-4.2.0-py3-none-any.whl", hash = "sha256:6657594ee297170d19f67d55c05852a874e7eb634f4f753dbd667855e07c1708"},
+    {file = "typing_extensions-4.2.0.tar.gz", hash = "sha256:f1c24655a0da0d1b67f07e17a5e6b2a105894e6824b92096378bb3668ef02376"},
+]
+urllib3 = [
+    {file = "urllib3-1.26.9-py2.py3-none-any.whl", hash = "sha256:44ece4d53fb1706f667c9bd1c648f5469a2ec925fcf3a776667042d645472c14"},
+    {file = "urllib3-1.26.9.tar.gz", hash = "sha256:aabaf16477806a5e1dd19aa41f8c2b7950dd3c746362d7e3223dbe6de6ac448e"},
+]

pyproject.toml

@@ -13,6 +13,13 @@ logzero = "^1.7.0"
 set-loglevel = "^0.1.2"
 icecream = "^2.1.1"
 install = "^1.3.5"
+nltk = "^3.7"
+scikit-learn = "^1.1.1"
+Pillow = "^9.1.1"
+huggingface-hub = "^0.5.1"
+sentencepiece = "^0.1.96"
+transformers = "^4.19.4"
+hf-model-s-cpu = "^0.1.1"
 
 [tool.poe.executor]
 type = "poetry"
@@ -42,6 +49,7 @@ pydocstyle = "^6.1.1"
 toml = "^0.10.2"
 # tbump = "^6.3.2"
 poethepoet = "^0.10.0"
+isort = "^5.10.1"
 
 [tool.poetry.scripts]
 "radio-embed" = "radio_embed.__main__:app"

radio_embed/radio_embed.py

@@ -1,7 +1,23 @@
-"""Define radio_embed."""
+"""Embed input."""
+import numpy
+from hf_model_s_cpu import model_s
 from logzero import logger
 
+try:
+    model = model_s()
+except Exception as _:
+    logger.exception(_)
+    raise SystemExit(1) from _
 
-def radio_embed():
-    """Define radio_embed."""
-    logger.debug(" entry ")
+
+def radio_embed(
+    text: str,
+) -> numpy.ndarray:
+    """Embed input."""
+    try:
+        _ = model.encode(text.splitlines())
+    except Exception as _:
+        logger.exception(_)
+        raise
+
+    return _

requirements.txt

@@ -0,0 +1,40 @@
+about-time==3.1.1; python_version >= "3.7" and python_version < "4" and python_full_version >= "3.8.3" and python_full_version < "4.0.0"
+alive-progress==2.4.1; python_version >= "3.7" and python_version < "4" and python_full_version >= "3.8.3" and python_full_version < "4.0.0"
+asttokens==2.0.5
+certifi==2022.5.18.1; python_version >= "3.7" and python_version < "4" and python_full_version >= "3.7.0"
+charset-normalizer==2.0.12; python_version >= "3.7" and python_version < "4" and python_full_version >= "3.7.0"
+click==8.1.3; python_full_version >= "3.8.3" and python_full_version < "4.0.0" and python_version >= "3.7"
+colorama==0.4.4; python_full_version >= "3.8.3" and sys_platform == "win32" and python_full_version < "4.0.0" and (python_version >= "3.7" and python_full_version < "3.0.0" and platform_system == "Windows" or platform_system == "Windows" and python_version >= "3.7" and python_full_version >= "3.5.0") and python_version >= "3.7" and platform_system == "Windows"
+environs==9.5.0; python_full_version >= "3.8.3" and python_full_version < "4.0.0" and python_version >= "3.6"
+executing==0.8.3
+filelock==3.7.1; python_version >= "3.7" and python_full_version >= "3.8.3" and python_full_version < "4.0.0"
+grapheme==0.6.0; python_version >= "3.7" and python_version < "4" and python_full_version >= "3.8.3" and python_full_version < "4.0.0"
+hf-model-s-cpu==0.1.1; python_full_version >= "3.8.3" and python_full_version < "4.0.0"
+huggingface-hub==0.5.1; python_full_version >= "3.7.0"
+icecream==2.1.2
+idna==3.3; python_version >= "3.7" and python_version < "4" and python_full_version >= "3.7.0"
+install==1.3.5; python_version >= "3.5"
+joblib==1.1.0; python_full_version >= "3.8.3" and python_full_version < "4.0.0" and python_version >= "3.8"
+logzero==1.7.0
+marshmallow==3.16.0; python_full_version >= "3.8.3" and python_full_version < "4.0.0" and python_version >= "3.7"
+nltk==3.7; python_version >= "3.7"
+numpy==1.22.4; python_version >= "3.8" and python_full_version >= "3.8.3" and python_full_version < "4.0.0"
+packaging==21.3; python_version >= "3.7" and python_full_version >= "3.8.3" and python_full_version < "4.0.0"
+pillow==9.1.1; python_version >= "3.7"
+pygments==2.12.0; python_version >= "3.6"
+pyparsing==3.0.9; python_version >= "3.6" and python_full_version >= "3.7.0"
+python-dotenv==0.20.0; python_full_version >= "3.8.3" and python_full_version < "4.0.0" and python_version >= "3.6"
+pyyaml==6.0; python_version >= "3.6" and python_full_version >= "3.8.3" and python_full_version < "4.0.0"
+regex==2022.6.2; python_version >= "3.7" and python_full_version >= "3.8.3" and python_full_version < "4.0.0"
+requests==2.28.0; python_version >= "3.7" and python_version < "4" and python_full_version >= "3.8.3" and python_full_version < "4.0.0"
+scikit-learn==1.1.1; python_version >= "3.8"
+scipy==1.6.1; python_full_version >= "3.8.3" and python_full_version < "4.0.0" and python_version >= "3.8"
+sentencepiece==0.1.96
+set-loglevel==0.1.2; python_full_version >= "3.8.3" and python_full_version < "4.0.0"
+six==1.16.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.3.0"
+threadpoolctl==3.1.0; python_full_version >= "3.8.3" and python_full_version < "4.0.0" and python_version >= "3.8"
+tokenizers==0.12.1; python_full_version >= "3.8.3" and python_full_version < "4.0.0"
+tqdm==4.64.0; python_full_version >= "3.8.3" and python_version >= "3.7" and python_full_version < "4.0.0"
+transformers==4.19.4; python_full_version >= "3.7.0"
+typing-extensions==4.2.0; python_version >= "3.7" and python_full_version >= "3.8.3" and python_full_version < "4.0.0"
+urllib3==1.26.9; python_full_version >= "3.7.0" and python_version < "4" and python_version >= "3.7"

tests/test_radio_embed.py

@@ -1,7 +1,6 @@
 """Test radio_embed."""
 # pylint: disable=broad-except
-from radio_embed import __version__
-from radio_embed import radio_embed
+from radio_embed import __version__, radio_embed
 
 
 def test_version():
@@ -15,3 +14,12 @@ def test_sanity():
         assert not radio_embed()
     except Exception:
         assert True
+
+
+def test_radio_embed_two_three_lines():
+    """Test radio_embed two three lines."""
+    res = radio_embed("a\n b")
+    assert res.shape == (2, 512)
+
+    res = radio_embed("a\n \nb").shape
+    assert res == (3, 512)