remove py 3.12 tests

.github/workflows/test.yml

@@ -10,7 +10,7 @@ jobs:
       fail-fast: false
       matrix:
         os: ["ubuntu-latest", "windows-latest", "macos-latest"]
-        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
+        python-version: ["3.8", "3.9", "3.10", "3.11"]
 
     steps:
     - uses: actions/checkout@v4

README.md

@@ -15,8 +15,8 @@
 
 Automatically generate descriptive [CSVW](https://csvw.org) (CSV on the Web) metadata for tabular data files:
 
-- **Extract columns datatypes**: detect if they are categorical, and which values are accepted.
-- **Ontology mappings**: when provided with a URL to an OWL ontology, text embeddings are generated and stored in a local Qdrant vector database for all classes and properties, we use similarity search to match each data column to the most relevant ontology terms.
+- **Extract columns datatypes**: detect if they are categorical, and which values are accepted, using [`ydata-profiling`](https://github.com/ydataai/ydata-profiling).
+- **Ontology mappings**: when provided with a URL to an OWL ontology, text embeddings are generated and stored in a local [Qdrant](https://github.com/qdrant/qdrant) vector database for all classes and properties, we use similarity search to match each data column to the most relevant ontology terms.
 - Currently supports: CSV, Excel, SPSS files. Any format that can be loaded in a Pandas DataFrame could be easily added, create an issue on GitHub to request a new format to be added.
 
 > [!WARNING]

pyproject.toml

@@ -28,7 +28,6 @@ classifiers = [
     "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
-    "Programming Language :: Python :: 3.12",
 ]
 dynamic = ["version"]
 
@@ -97,7 +96,7 @@ compile = "pip-compile -o requirements.txt pyproject.toml"
 
 
 [[tool.hatch.envs.all.matrix]]
-python = ["3.8", "3.9", "3.10", "3.11", "3.12"]
+python = ["3.8", "3.9", "3.10", "3.11"]
 
 
 ## TOOLS