build(deps): bump the python group with 12 updates

pyproject.toml

@@ -8,30 +8,30 @@ requires-python = ">=3.11,<3.13"
 # release suite, the coverage matrix generator, and the Kafka fixtures those
 # two share.
 dependencies = [
-    "confluent-kafka==2.3.0",
+    "confluent-kafka==2.15.0",
 ]
 
 [dependency-groups]
 dev = [
     # cmd/publish-test-data.py and cmd/websocket-test.py, the dev scripts the
     # README's quickstart drives the pipeline with.
-    "click==8.1.7",
-    "websockets==14.1",
+    "click==8.5.0",
+    "websockets==17.1",
 
-    "duckdb==1.5.2",
+    "duckdb==1.5.5",
     # pyarrow 14 is built against the numpy 1.x C ABI. Left to the resolver,
     # numpy 2 wins and `import pyarrow` dies on "_ARRAY_API not found".
-    "numpy==1.26.2",
-    "pyarrow==14.0.1",
-    "pyiceberg[sql-sqlite]==0.8.1",
-    "pytest==9.0.3",
-    "pyyaml==6.0.1",
-    "requests==2.33.0",
-    "testcontainers==4.9.0",
+    "numpy==2.4.6",
+    "pyarrow==25.0.1",
+    "pyiceberg[sql-sqlite]==0.12.0",
+    "pytest==9.1.1",
+    "pyyaml==6.0.3",
+    "requests==2.34.2",
+    "testcontainers==4.15.0",
 ]
 
 [build-system]
-requires = ["setuptools>=68"]
+requires = ["setuptools>=84.0.0"]
 build-backend = "setuptools.build_meta"
 
 [tool.setuptools.packages.find]