Split python 3.11 and 3.12 requirments

Author: chudyandrej

python/datascience/Dockerfile.datascience

@@ -3,19 +3,21 @@ ARG CIRCLE_PULL_REQUEST
 FROM deepnote/python:${PYTHON_VERSION}${CIRCLE_PULL_REQUEST:+-ra-${CIRCLE_PULL_REQUEST##*/}}
 
 # Add the requirements files
-ADD requirements-3.11+.txt /requirements-3.11+.txt
+ADD requirements-3.11.txt /requirements-3.11.txt
+ADD requirements-3.12.txt /requirements-3.12.txt
 ADD requirements-below-3.11.txt /requirements-below-3.11.txt
 
 #Determine the Python version and set the version-specifications file
 ARG PYTHON_VERSION
 
-RUN if [ "$(printf '%s\n' "$PYTHON_VERSION" "3.11" | sort -V | head -n1)" = "3.11" ]; then \
-  mv "requirements-3.11+.txt" "requirements.txt" \
+RUN if [ "$(printf '%s\n' "$PYTHON_VERSION" "3.12" | sort -V | head -n1)" = "3.12" ]; then \
+  mv /requirements-3.12.txt /requirements.txt \
+  ; elif [ "$(printf '%s\n' "$PYTHON_VERSION" "3.11" | sort -V | head -n1)" = "3.11" ]; then \
+  mv /requirements-3.11.txt /requirements.txt \
   ; else \
-  mv "requirements-below-3.11.txt" "requirements.txt" \
+  mv /requirements-below-3.11.txt /requirements.txt \
   ; fi
 
-
 RUN python -m venv --system-site-packages ~/venv
 RUN . ~/venv/bin/activate \ 
   && pip install --no-cache-dir -r requirements.txt -c https://deepnote-staging-runtime-artifactory.s3.us-east-1.amazonaws.com/deepnote-toolkit/b41caa1/constraints${PYTHON_VERSION}.txt

python/datascience/requirements-3.11+.txt renamed to python/datascience/requirements-3.11.txt

@@ -0,0 +1,24 @@
+# Requirements for Python 3.12
+# Package versions use '<=' to specify maximum compatible versions
+# This prevents unexpected breaking changes while allowing installation
+# of the latest compatible version within the specified constraints
+scipy<=1.15.2
+matplotlib<=3.10.0
+scikit-learn<=1.6.0
+agate<=1.13.0
+keras<=3.9.0
+nltk<=3.9.0
+spacy<=3.8.0
+seaborn<=0.13.1
+scrapy<=2.11.0
+jsonify==0.5
+datascience>=0.17,<1 
+textblob<=0.19.0
+tabulate<=0.9.0
+sympy<=1.14.0
+squarify<=0.4.3
+tensorflow>=2.15,<3
+torch<=2.7.0
+torchvision<=0.17.0
+snowflake-snowpark-python<=1.31.0
+geopandas<=1.0.0