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  1. .gitignore +162 -0
  2. pdm.lock +1579 -0
  3. potas_recommend/.gitignore +162 -0
  4. potas_recommend/config.json +34 -0
  5. potas_recommend/model.safetensors +3 -0
  6. potas_recommend/special_tokens_map.json +37 -0
  7. potas_recommend/tokenizer_config.json +57 -0
  8. potas_recommend/vocab.txt +0 -0
  9. pyproject.toml +34 -0
  10. requirements.txt +6 -1
  11. src/arroz/__init__.py +0 -0
  12. src/arroz/main.py +33 -0
  13. tests/__init__.py +0 -0
.gitignore ADDED
@@ -0,0 +1,162 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # Byte-compiled / optimized / DLL files
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+ __pycache__/
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+ *.py[cod]
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+ *$py.class
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+
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+ # C extensions
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+ *.so
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+
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+ # Distribution / packaging
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+ .Python
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+ build/
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+ develop-eggs/
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+ dist/
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+ downloads/
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+ eggs/
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+ .eggs/
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+ lib/
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+ lib64/
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+ parts/
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+ sdist/
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+ var/
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+ wheels/
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+ share/python-wheels/
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+ *.egg-info/
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+ .installed.cfg
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+ *.egg
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+ MANIFEST
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+
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+ # PyInstaller
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+ # Usually these files are written by a python script from a template
31
+ # before PyInstaller builds the exe, so as to inject date/other infos into it.
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+ *.manifest
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+ *.spec
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+
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+ # Installer logs
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+ pip-log.txt
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+ pip-delete-this-directory.txt
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+
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+ # Unit test / coverage reports
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+ htmlcov/
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+ .tox/
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+ .nox/
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+ .coverage
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+ .coverage.*
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+ .cache
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+ nosetests.xml
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+ coverage.xml
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+ *.cover
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+ *.py,cover
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+ .hypothesis/
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+ .pytest_cache/
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+ cover/
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+
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+ # Translations
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+ *.mo
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+ *.pot
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+
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+ # Django stuff:
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+ *.log
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+ local_settings.py
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+ db.sqlite3
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+ db.sqlite3-journal
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+
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+ # Flask stuff:
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+ instance/
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+ .webassets-cache
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+
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+ # Scrapy stuff:
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+ .scrapy
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+
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+ # Sphinx documentation
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+ docs/_build/
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+
74
+ # PyBuilder
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+ .pybuilder/
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+ target/
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+
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+ # Jupyter Notebook
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+ .ipynb_checkpoints
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+
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+ # IPython
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+ profile_default/
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+ ipython_config.py
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+
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+ # pyenv
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+ # For a library or package, you might want to ignore these files since the code is
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+ # intended to run in multiple environments; otherwise, check them in:
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+ # .python-version
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+
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+ # pipenv
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+ # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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+ # However, in case of collaboration, if having platform-specific dependencies or dependencies
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+ # having no cross-platform support, pipenv may install dependencies that don't work, or not
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+ # install all needed dependencies.
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+ #Pipfile.lock
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+
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+ # poetry
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+ # Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
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+ # This is especially recommended for binary packages to ensure reproducibility, and is more
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+ # commonly ignored for libraries.
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+ # https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
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+ #poetry.lock
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+
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+ # pdm
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+ # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
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+ #pdm.lock
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+ # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
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+ # in version control.
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+ # https://pdm-project.org/#use-with-ide
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+ .pdm.toml
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+ .pdm-python
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+ .pdm-build/
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+
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+ # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
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+ __pypackages__/
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+
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+ # Celery stuff
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+ celerybeat-schedule
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+ celerybeat.pid
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+
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+ # SageMath parsed files
122
+ *.sage.py
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+
124
+ # Environments
125
+ .env
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+ .venv
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+ env/
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+ venv/
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+ ENV/
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+ env.bak/
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+ venv.bak/
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+
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+ # Spyder project settings
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+ .spyderproject
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+ .spyproject
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+
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+ # Rope project settings
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+ .ropeproject
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+
140
+ # mkdocs documentation
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+ /site
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+
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+ # mypy
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+ .mypy_cache/
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+ .dmypy.json
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+ dmypy.json
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+
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+ # Pyre type checker
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+ .pyre/
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+
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+ # pytype static type analyzer
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+ .pytype/
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+
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+ # Cython debug symbols
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+ cython_debug/
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+
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+ # PyCharm
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+ # JetBrains specific template is maintained in a separate JetBrains.gitignore that can
159
+ # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
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+ # and can be added to the global gitignore or merged into this file. For a more nuclear
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+ # option (not recommended) you can uncomment the following to ignore the entire idea folder.
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+ #.idea/
pdm.lock ADDED
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The diff for this file is too large to render. See raw diff
 
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16
+ "tf-keras>=2.18.0",
17
+ "gradio>=5.5.0",
18
+ "huggingface-hub",
19
+ "tf-keras",
20
+ "tensorflow",
21
+ "huggingface",
22
+ "torch",
23
+ "transformers",
24
+ ]
25
+ requires-python = "==3.11.*"
26
+ readme = "README.md"
27
+ license = {text = "MIT"}
28
+
29
+
30
+ [tool.pdm]
31
+ distribution = false
32
+
33
+ [tool.pdm.scripts]
34
+ fast = "uvicorn src.arroz.main:app --port 8080"
requirements.txt CHANGED
@@ -1 +1,6 @@
1
- huggingface_hub==0.25.2
 
 
 
 
 
 
1
+ huggingface_hub
2
+ tf-keras
3
+ tensorflow
4
+ huggingface
5
+ torch
6
+ transformers
src/arroz/__init__.py ADDED
File without changes
src/arroz/main.py ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from fastapi import FastAPI
2
+ from transformers import pipeline
3
+ from pydantic import BaseModel
4
+
5
+ app = FastAPI()
6
+
7
+ model_name = "potas_recommend"
8
+ classifier = pipeline("text-classification", model=model_name)
9
+
10
+ class Request(BaseModel):
11
+ audience: str
12
+ category: str
13
+ area: str
14
+ sub_area: str
15
+
16
+ @app.get("/")
17
+ async def root():
18
+ return {"message": "Hello world!"}
19
+
20
+ @app.post("/ai")
21
+ async def ai(request: Request):
22
+ try:
23
+ text = (
24
+ f"This ad is focused on: {request.audience}. "
25
+ f"Category: {request.category}. "
26
+ f"Area: {request.area}. "
27
+ f"Sub-area: {request.sub_area}."
28
+ )
29
+ result = classifier(text)
30
+
31
+ return {"message": result}
32
+ except BaseException as error:
33
+ print(error)
tests/__init__.py ADDED
File without changes