Updated Java translation, code summarization, and test generation examples

Signed-off-by: Saurabh Sinha <sinha108@gmail.com>

Author: sinha108

docs/examples/java/notebook/code_summarization.ipynb

@@ -311,7 +311,7 @@
    },
    "outputs": [],
    "source": [
-    "# Create an analysis object over the java application\n",
+    "# Create an analysis object for the Java application\n",
     "analysis = cldk.analysis(project_path=\"/tmp/commons-cli-rel-commons-cli-1.7.0\", analysis_level=AnalysisLevel.symbol_table)"
    ]
   },
@@ -356,7 +356,7 @@
    },
    "outputs": [],
    "source": [
-    "# For simplicity, we run the code summarization for a single class and method (this filter can be removed to run this code over the entire application)\n",
+    "# For simplicity, we run the code summarization on a single class and method (this filter can be removed to run this code over the entire application)\n",
     "target_class = \"org.apache.commons.cli.GnuParser\"\n",
     "target_method = \"flatten(Options, String[], boolean)\"\n",
     "\n",
@@ -366,7 +366,7 @@
     "        class_file_path = analysis.get_java_file(qualified_class_name=class_name)\n",
     "\n",
     "        # Read code for the class\n",
-    "        with open(class_file_path, 'r') as f:\n",
+    "        with open(class_file_path, \"r\") as f:\n",
     "            code_body = f.read()\n",
     "\n",
     "        # Initialize treesitter utils for the class file content\n",
@@ -387,17 +387,15 @@
     "                instruction = format_inst(\n",
     "                    code=sanitized_class,\n",
     "                    focal_method=method_details.declaration,\n",
-    "                    focal_class=class_name.split('.')[-1],\n",
+    "                    focal_class=class_name.split(\".\")[-1],\n",
     "                    language=\"java\"\n",
     "                )\n",
     "    \n",
     "                print(f\"Instruction:\\n{instruction}\\n\")\n",
-    "                print(f\"Generating code summary . . .\\n\")\n",
+    "                print(f\"Generating code summary ...\\n\")\n",
     "                \n",
     "                # Prompt the local model on Ollama\n",
-    "                llm_output = prompt_ollama(\n",
-    "                    message=instruction\n",
-    "                )\n",
+    "                llm_output = prompt_ollama(message=instruction)\n",
     "        \n",
     "                # Print the LLM output\n",
     "                print(f\"LLM Output:\\n{llm_output}\")"

docs/examples/java/notebook/generate_unit_tests.ipynb

@@ -285,13 +285,13 @@
    },
    "outputs": [],
    "source": [
-    "# Create an instance CLDK for Java analysis\n",
+    "# Create an instance of CLDK for Java analysis\n",
     "cldk = CLDK(language=\"java\")\n",
     "\n",
     "# Create an analysis object for the Java application. Provide the application path.\n",
     "analysis = cldk.analysis(project_path=\"/tmp/commons-cli-rel-commons-cli-1.7.0\", analysis_level=AnalysisLevel.symbol_table)\n",
     "\n",
-    "# For simplicity, we run the test generation for a single focal class and method (this filter can be removed to run this code over the entire application)\n",
+    "# For simplicity, we run the test generation on a single focal class and method (this filter can be removed to run this code over the entire application)\n",
     "focal_class = \"org.apache.commons.cli.GnuParser\"\n",
     "focal_method = \"flatten(Options, String[], boolean)\"\n",
     "\n",
@@ -334,7 +334,7 @@
     "                            focal_method=method.split(\"(\")[0],\n",
     "                            focal_class=focal_class_name,\n",
     "                            constructor_signatures=constructor_signatures,\n",
-    "                            language=\"Java\"\n",
+    "                            language=\"java\"\n",
     "                        )\n",
     "                        \n",
     "                        # Print the instruction\n",