Upload folder using huggingface_hub

poetry.lock

@@ -37,7 +37,6 @@ files = [
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 [package.dependencies]
-exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
@@ -88,8 +87,6 @@ packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
 pytokens = ">=0.3.0"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
@@ -362,31 +359,9 @@ files = [
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-[package.dependencies]
-tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""}
-
 [package.extras]
 toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
-[[package]]
-name = "exceptiongroup"
-version = "1.3.1"
-description = "Backport of PEP 654 (exception groups)"
-optional = false
-python-versions = ">=3.7"
-groups = ["main", "dev"]
-markers = "python_version == \"3.10\""
-files = [
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-
-[package.extras]
-test = ["pytest (>=6)"]
-
 [[package]]
 name = "fastapi"
 version = "0.123.4"
@@ -627,14 +602,14 @@ files = [
 
 [[package]]
 name = "huggingface-hub"
-version = "0.24.7"
+version = "0.26.5"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 groups = ["main"]
 files = [
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@@ -647,16 +622,16 @@ tqdm = ">=4.42.1"
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-
 [[package]]
 name = "tqdm"
 version = "4.67.1"
@@ -1822,12 +1720,11 @@ version = "4.15.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
     {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
     {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
-markers = {dev = "python_version == \"3.10\""}
 
 [[package]]
 name = "typing-inspection"
@@ -1851,7 +1748,6 @@ description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 groups = ["main"]
-markers = "sys_platform == \"win32\""
 files = [
     {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
     {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
@@ -1894,7 +1790,6 @@ h11 = ">=0.8"
 httptools = {version = ">=0.6.3", optional = true, markers = "extra == \"standard\""}
 python-dotenv = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
 pyyaml = {version = ">=5.1", optional = true, markers = "extra == \"standard\""}
-typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 uvloop = {version = ">=0.15.1", optional = true, markers = "sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\" and extra == \"standard\""}
 watchfiles = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
 websockets = {version = ">=10.4", optional = true, markers = "extra == \"standard\""}
@@ -2201,5 +2096,5 @@ scikit-learn = ["scikit-learn"]
 
 [metadata]
 lock-version = "2.1"
-python-versions = "^3.10"
-content-hash = "c45c27057ac1d9b61e85e62fb079dcfe6975b455043f342aaf9015fc6f758dd1"
+python-versions = "^3.12"
+content-hash = "f9358c0b655292ba2f385c78746464c738583221a3b1dd681cf860c559650c7c"

pyproject.toml

@@ -7,21 +7,21 @@ readme = "README.md"
 packages = [{include = "src"}]
 
 [tool.poetry.dependencies]
-python = "^3.10"
+python = "^3.12"
 fastapi = "^0.123.0"
 uvicorn = { extras = ["standard"], version = "^0.38.0" }
 sqlalchemy = "^2.0.0"
 pydantic = "^2.0.0"
-psycopg = "^3.2.0"  # Pour PostgreSQL (étape 4)
+psycopg = "^3.2.0"
 black = "^25.12.0"
-scikit-learn = "^1.3.0"
-xgboost = "^2.0.0"
-imbalanced-learn = "^0.11.0"
-scipy = "^1.11.0"
-numpy = "^1.24.0"
-pandas = "^2.0.0"
-joblib = "^1.3.0"
-huggingface-hub = "^0.23.0"
+scikit-learn = "1.6.1"
+imbalanced-learn = "0.13.0"
+xgboost = "^2.1.0"
+scipy = "^1.14.0"
+numpy = "^2.0.0"
+pandas = "^2.2.0"
+joblib = "^1.4.0"
+huggingface-hub = "^0.26.0"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^9.0.0"