chore: Add repository structure files

.gitignore

@@ -0,0 +1,130 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+env/
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# 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
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# pyenv
+.python-version
+
+# dotenv
+.env
+
+# virtualenv
+.venv
+venv/
+ENV/
+
+# Sphinx documentation
+docs/_build/
+
+# mkdocs documentation
+/site
+docs/*.png
+
+# mypy
+.mypy_cache/
+
+# vscode cache
+.vscode
+
+# Pycharm files
+.idea
+
+### macOS template
+*.DS_Store
+.AppleDouble
+.LSOverride
+
+# serverless
+**/.serverless
+**/node_modules
+
+# terraform
+**/.terraform
+*.tfstate*
+
+# exclude temp files from source control
+temp/
+tmp/
+
+# exclude data from source control by default
+/data/*
+
+!/data/sat2023-sample/
+!/data/cnf-sample/
+
+!/data/sat2023-cos-similarity-dataset/
+/data/sat2023-cos-similarity-dataset/*
+!/data/sat2023-cos-similarity-dataset/results_main_detailed.csv
+
+# Configurations
+/config/
+
+# Logs
+lightning_logs/
+
+# Models
+/models/
+
+
+# Poetry code artifact settings
+.poetry/
+poetry.toml
+
+# Mise
+.mise.toml
+mise.toml

.pre-commit-config.yaml

@@ -0,0 +1,118 @@
+repos:
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v2.4.0
+    hooks:
+      - id: requirements-txt-fixer
+        files: requirements.txt|requirements-dev.txt|requirements-test.txt
+      - id: trailing-whitespace
+        exclude: |
+          (?x)^(
+            notebooks/
+          )
+        args: [--markdown-linebreak-ext=md]
+      - id: end-of-file-fixer
+        exclude: |
+          (?x)^(
+            notebooks/
+          )
+      - id: check-yaml
+      - id: check-symlinks
+      - id: check-toml
+      - id: check-added-large-files
+        args: ["--maxkb=1000"]
+  - repo: https://github.com/asottile/add-trailing-comma
+    rev: v3.1.0
+    hooks:
+      - id: add-trailing-comma
+  - repo: https://github.com/psf/black
+    rev: 23.1.0
+    hooks:
+      - id: black
+        exclude: |
+          (?x)^(
+            notebooks/
+          )
+  - repo: https://github.com/pycqa/isort
+    rev: "5.12.0"
+    hooks:
+      - id: isort
+        exclude: |
+          (?x)^(
+            notebooks/
+          )
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.9.7
+    hooks:
+      - id: ruff # linter
+        exclude: |
+          (?x)^(
+            scripts/|
+            notebooks/
+          )
+      # - id: ruff-format
+  - repo: local
+    hooks:
+      - id: update-req
+        name: Update requirements.txt
+        stages: [pre-commit]
+        language: system
+        entry: uv
+        files: uv.lock|requirements.txt
+        pass_filenames: false
+        args:
+          [
+            "export",
+            "--format",
+            "requirements-txt",
+            "--no-hashes",
+            "--no-dev",
+            "-o",
+            "requirements.txt",
+          ]
+      - id: update-dev-req
+        name: Update requirements-dev.txt
+        stages: [pre-commit]
+        language: system
+        entry: uv
+        files: uv.lock|requirements-dev.txt
+        pass_filenames: false
+        args:
+          [
+            "export",
+            "--format",
+            "requirements-txt",
+            "--no-hashes",
+            "--group",
+            "dev",
+            "--group",
+            "test",
+            "-o",
+            "requirements-dev.txt",
+          ]
+      - id: mypy
+        name: Running mypy
+        stages: [commit]
+        language: system
+        entry: uv run mypy
+        args: [--install-types, --non-interactive]
+        types: [python]
+        exclude: |
+          (?x)^(
+            scripts/|
+            notebooks/
+          )
+
+      # - id: pytest
+      #   name: pytest
+      #   stages: [commit]
+      #   language: system
+      #   entry: poetry run pytest
+      #   types: [python]
+
+      # - id: pytest-cov
+      #   name: pytest
+      #   stages: [push]
+      #   language: system
+      #   entry: poetry run pytest --cov --cov-fail-under=100
+      #   types: [python]
+      #   pass_filenames: false

README.md

@@ -11,4 +11,20 @@ license: apache-2.0
 short_description: tdb
 ---
 
-An example chatbot using [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).
+# TDA Agent
+
+# Development setup
+
+To start developing you need the following tools:
+
+ * [uv](https://docs.astral.sh/uv/)
+
+To start, sync all the dependencies with `uv sync --all-groups`.
+Then, install the pre-commit hooks (`uv run pre-commit install`) to
+ensure that future commits comply with the bare minimum to keep
+code _readable_.
+
+
+## Old content
+
+An example chatbot using [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).

pyproject.toml

@@ -0,0 +1,132 @@
+[project]
+name = "tdagent"
+version = "0.1.0"
+description = "TDA Agent implemented for huggingface hackathon."
+authors = [
+    { name = "Pedro Completo Bento", email = "pedrobento988@gmail.com" },
+    { name = "Josep Pon Farreny", email = "ponpepo@gmail.com" },
+    { name = "Miguel Rodin Rodriguez", email = "miguelrodinrodriguez@gmail.com" },
+    { name = "Sofia Jeronimo dos Santos", email = "sofia.santos@siemens.com" },
+    { name = "Rodrigo Dominguez Sanz", email = "rodrigo.dominguez-sanz@siemens.com" },
+]
+requires-python = ">=3.10,<4"
+readme = "README.md"
+license = ""
+dependencies = [
+    "huggingface-hub>=0.32.3",
+]
+
+[project.scripts]
+
+
+[dependency-groups]
+dev = [
+    "mypy~=1.14",
+ "ruff>=0.9,<1",
+ "pre-commit~=3.4",
+ "pip-audit>=2.9.0",
+]
+test = [
+    "pytest>=7.4.4,<8",
+    "pytest-cov>=4.1.0,<5",
+    "pytest-randomly>=3.15.0,<4",
+    "xdoctest>=1.1.2,<2",
+]
+
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[tool.uv]
+package = false
+default-groups = ["dev", "test"]
+
+[tool.uv.workspace]
+members = ["test"]
+
+[tool.black]
+target-version = ["py39", "py310", "py311"]
+line-length = 88
+
+[tool.isort]
+profile = "black"
+lines_after_imports = 2
+
+[tool.mypy]
+cache_dir = ".cache/mypy/"
+ignore_missing_imports = true
+no_implicit_optional = true
+check_untyped_defs = true
+strict_equality = true
+disallow_any_generics = true
+disallow_subclassing_any = true
+disallow_untyped_calls = true
+disallow_untyped_defs = true
+disallow_incomplete_defs = true
+disallow_untyped_decorators = true
+warn_redundant_casts = true
+warn_unused_ignores = true
+exclude = "docs/"
+plugins = []                       # ["numpy.typing.mypy_plugin", "pydantic.mypy"]
+
+[[tool.mypy.overrides]]
+module = "tests.*"
+disallow_untyped_defs = false
+disallow_incomplete_defs = false
+
+[tool.pytest.ini_options]
+cache_dir = ".cache"
+testpaths = ["tests", "tda_agent"]
+addopts = [
+    "--strict",
+    "-r sxX",
+    "--cov-report=html",
+    "--cov-report=term-missing:skip-covered",
+    "--no-cov-on-fail",
+    "--xdoc",
+]
+console_output_style = "count"
+markers = ""
+filterwarnings = ["ignore::DeprecationWarning"]
+
+[tool.ruff]
+cache-dir = ".cache/ruff"
+exclude = [
+    ".git",
+    "__pycache__",
+    "docs/source/conf.py",
+    "old",
+    "build",
+    "dist",
+    ".venv",
+    "scripts",
+]
+line-length = 88
+
+[tool.ruff.lint]
+select = ["ALL"]
+ignore = ["D100", "D104", "D107", "D401", "EM102", "ERA001", "TRY003"]
+
+[tool.ruff.lint.flake8-quotes]
+inline-quotes = "double"
+
+[tool.ruff.lint.flake8-bugbear]
+# Allow default arguments like, e.g., `data: List[str] = fastapi.Query(None)`.
+extend-immutable-calls = ["typer.Argument", "typer.Option"]
+
+[tool.ruff.lint.pep8-naming]
+ignore-names = ["F", "L"]
+
+[tool.ruff.lint.isort]
+lines-after-imports = 2
+
+[tool.ruff.lint.mccabe]
+max-complexity = 18
+
+[tool.ruff.lint.pydocstyle]
+convention = "google"
+
+[tool.ruff.lint.per-file-ignores]
+"*/__init__.py" = ["F401"]
+"tdagent/cli/**/*.py" = ["D103", "T201"]
+"tests/*.py" = ["D103", "PLR2004", "S101"]

requirements-dev.txt

@@ -0,0 +1,55 @@
+# This file was autogenerated by uv via the following command:
+#    uv export --format requirements-txt --no-hashes --group dev --group test -o requirements-dev.txt
+boolean-py==5.0
+cachecontrol==0.14.3
+certifi==2025.4.26
+cfgv==3.4.0
+charset-normalizer==3.4.2
+colorama==0.4.6 ; sys_platform == 'win32'
+coverage==7.8.2
+cyclonedx-python-lib==9.1.0
+defusedxml==0.7.1
+distlib==0.3.9
+exceptiongroup==1.3.0 ; python_full_version < '3.11'
+filelock==3.18.0
+fsspec==2025.5.1
+hf-xet==1.1.2 ; platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64'
+huggingface-hub==0.32.3
+identify==2.6.12
+idna==3.10
+iniconfig==2.1.0
+license-expression==30.4.1
+markdown-it-py==3.0.0
+mdurl==0.1.2
+msgpack==1.1.0
+mypy==1.16.0
+mypy-extensions==1.1.0
+nodeenv==1.9.1
+packageurl-python==0.16.0
+packaging==25.0
+pathspec==0.12.1
+pip==25.1.1
+pip-api==0.0.34
+pip-audit==2.9.0
+pip-requirements-parser==32.0.1
+platformdirs==4.3.8
+pluggy==1.6.0
+pre-commit==3.8.0
+py-serializable==2.0.0
+pygments==2.19.1
+pyparsing==3.2.3
+pytest==7.4.4
+pytest-cov==4.1.0
+pytest-randomly==3.16.0
+pyyaml==6.0.2
+requests==2.32.3
+rich==14.0.0
+ruff==0.11.12
+sortedcontainers==2.4.0
+toml==0.10.2
+tomli==2.2.1 ; python_full_version <= '3.11'
+tqdm==4.67.1
+typing-extensions==4.13.2
+urllib3==2.4.0
+virtualenv==20.31.2
+xdoctest==1.2.0

requirements.txt

@@ -1 +1,25 @@
-huggingface_hub==0.25.2
+# This file was autogenerated by uv via the following command:
+#    uv export --format requirements-txt --no-hashes --no-dev -o requirements.txt
+certifi==2025.4.26
+charset-normalizer==3.4.2
+colorama==0.4.6 ; sys_platform == 'win32'
+coverage==7.8.2
+exceptiongroup==1.3.0 ; python_full_version < '3.11'
+filelock==3.18.0
+fsspec==2025.5.1
+hf-xet==1.1.2 ; platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64'
+huggingface-hub==0.32.3
+idna==3.10
+iniconfig==2.1.0
+packaging==25.0
+pluggy==1.6.0
+pytest==7.4.4
+pytest-cov==4.1.0
+pytest-randomly==3.16.0
+pyyaml==6.0.2
+requests==2.32.3
+tomli==2.2.1 ; python_full_version <= '3.11'
+tqdm==4.67.1
+typing-extensions==4.13.2
+urllib3==2.4.0
+xdoctest==1.2.0