05 WIP

03/ex1/ft_score_analytics.py

@@ -1,14 +1,14 @@
 import sys
 
 if __name__ == "__main__":
+    try:
         args = sys.argv
         if len(args) <= 1:
-        print("No scores provided. Usage: python3\
+            raise Exception("No scores provided. Usage: python3\
  ft_score_analytics.py <score1> <score2> ...")
         else:
             scores = [0] * (len(args) - 1)
             i = 0
-        try:
             while i < len(args) - 1:
                 scores[i] = int(args[i + 1])
                 i = i + 1
@@ -21,3 +21,5 @@ if __name__ == "__main__":
             print("Score range", max(scores) - min(scores))
     except ValueError:
         print("Invalid input, only numbers are accepted")
+    except Exception as err:
+        print(err)

03/ex2/ft_coordinate_system.py

@@ -14,16 +14,17 @@ if __name__ == "__main__":
     try:
         if len(argv) != 2:
             raise Exception("Invalid number of args")
+        print(f'Parsing coordinates: "{argv[1]}"')
         args = argv[1].split(",")
         if len(args) != 3:
             raise Exception(
                 "Invalid argument format." + 'Try like this : "15,64,78"'
             )
         int_args = (int(args[0]), int(args[1]), int(args[2]))
-        print("Parsing coordinates:", args[1])
+        print(f"Parsed position: {int_args}")
         print_distance((0, 0, 0), int_args)
     except ValueError as err:
-        print(f'Parsing invalid coordinates: "{argv[1]}"')
+        print(f'Invalid coordinates: "{argv[1]}"')
         print(err)
     except Exception as err:
         print(err)

03/ex3/ft_achievement_tracker.py

@@ -1,5 +1,6 @@
 def tracker_system(players: dict[str, list[str]]) -> None:
     print("=== Achievement Tracker System ===\n")
+    try:
         for player in players:
             print(f"Player {player} achievements: {set((players[player]))}")
         print("\n=== Achievement Analytics ===")
@@ -12,6 +13,9 @@ def tracker_system(players: dict[str, list[str]]) -> None:
         for player in players:
             common_achievements = common_achievements & set((players[player]))
         print(f"\nCommon to all players: {common_achievements}")
+    except Exception as err:
+        print(err)
+    try:
         player_rare: dict[str, set[str]] = {}
         for player in players:
             temp = set((players[player]))
@@ -23,24 +27,68 @@ def tracker_system(players: dict[str, list[str]]) -> None:
         for n in player_rare:
             rare_achievements = rare_achievements | player_rare[n]
         print(f"Rare achievements (1 player): {rare_achievements}\n")
-    a_vs_b_common = set((players["Alice"])) & set((players["Bob"]))
+        a_vs_b_common = set((players["alice"])) & set((players["bob"]))
         print(f"Alice vs Bob common: {a_vs_b_common}")
-    alice_unique = set((players["Alice"])) - set((players["Bob"]))
+        alice_unique = set((players["alice"])) - set((players["bob"]))
         print(f"Alice unique: {alice_unique}")
-    bob_unique = set((players["Bob"])) - set((players["Alice"]))
+        bob_unique = set((players["bob"])) - set((players["alice"]))
         print(f"Bob unique: {bob_unique}")
+    except Exception as err:
+        print(err)
 
 
 if __name__ == "__main__":
-    players = {
-        "Alice": ["first_kill", "level_10", "treasure_hunter", "speed_demon"],
-        "Bob": ["first_kill", "level_10", "boss_slayer", "collector"],
-        "Charlie": [
-            "level_10",
-            "treasure_hunter",
-            "boss_slayer",
-            "speed_demon",
-            "perfectionist",
+    data = {
+        "alice": [
+            "first_blood",
+            "pixel_perfect",
+            "speed_runner",
+            "first_blood",
+            "first_blood",
+            "boss_hunter",
+        ],
+        "bob": [
+            "level_master",
+            "boss_hunter",
+            "treasure_seeker",
+            "level_master",
+            "level_master",
+        ],
+        "charlie": [
+            "treasure_seeker",
+            "boss_hunter",
+            "combo_king",
+            "first_blood",
+            "boss_hunter",
+            "first_blood",
+            "boss_hunter",
+            "first_blood",
+        ],
+        "diana": [
+            "first_blood",
+            "combo_king",
+            "level_master",
+            "treasure_seeker",
+            "speed_runner",
+            "combo_king",
+            "combo_king",
+            "level_master",
+        ],
+        "eve": [
+            "level_master",
+            "treasure_seeker",
+            "first_blood",
+            "treasure_seeker",
+            "first_blood",
+            "treasure_seeker",
+        ],
+        "frank": [
+            "explorer",
+            "boss_hunter",
+            "first_blood",
+            "explorer",
+            "first_blood",
+            "boss_hunter",
         ],
     }
-    tracker_system(players)
+    tracker_system(data)

03/ex4/ft_inventory_system.py

@@ -72,6 +72,7 @@ def dictionnary_properties_demo(inventory: dict[str, int]) -> None:
 def inventory_report(inventory: dict[str, int]) -> None:
     nb_unique_items = len(inventory)
     nb_item_in_inventory = 0
+    try:
         for n in inventory:
             nb_item_in_inventory += inventory[n]
         if nb_item_in_inventory == 0:
@@ -85,6 +86,8 @@ def inventory_report(inventory: dict[str, int]) -> None:
             item_categories(inventory)
             management_suggestions(inventory)
             dictionnary_properties_demo(inventory)
+    except Exception as err:
+        print(err)
 
 
 def main(argv: list[str]) -> None:

03/ex6/ft_analytics_dashboard.py

@@ -83,10 +83,19 @@ def comprehension_tester(
     try:
         print("=== game Analytics Dashboard ===\n")
         list_comprehension_example(data)
+    except Exception as err:
+        print(err)
+    try:
         print()
         dict_comprehension_example(data)
+    except Exception as err:
+        print(err)
+    try:
         print()
         set_comprehension_example(data)
+    except Exception as err:
+        print(err)
+    try:
         print()
         combined_analysis(data)
     except Exception as err:

05/main.py

@@ -0,0 +1,571 @@
+#!/usr/bin/env python3
+"""
+Code Nexus - Polymorphism Testing Suite with Type Checking
+
+This testing suite validates your implementation of polymorphic data processing systems.
+It checks for proper method overriding, inheritance relationships, polymorphic behavior,
+and type annotations across all three exercises.
+
+Usage:
+    python3 main.py [OPTIONS]
+
+Options:
+    -h, --help     Show this help message and exit
+    -v, --verbose  Enable verbose output with detailed test information
+
+Requirements:
+    - Python 3.10 or later
+    - Your exercise files must be in ex0/, ex1/, and ex2/ directories
+    - All code must include proper type annotations
+
+Expected Directory Structure:
+    your-project/
+    ├── ex0/
+    │   └── stream_processor.py
+    ├── ex1/
+    │   └── data_stream.py
+    ├── ex2/
+    │   └── nexus_pipeline.py
+    └── main.py (this file)
+
+Examples:
+    python3 main.py              # Run all tests
+    python3 main.py --help       # Show this help message
+    python3 main.py --verbose    # Run with detailed output
+"""
+
+import sys
+import importlib.util
+import ast
+from typing import List, Dict, Any, Optional, Tuple  # noqa: F401
+from pathlib import Path
+
+
+class TestResult:
+    """Encapsulates test results with detailed feedback."""
+
+    def __init__(self, name: str) -> None:
+        self.name: str = name
+        self.passed: bool = False
+        self.errors: List[str] = []
+        self.warnings: List[str] = []
+
+    def add_error(self, error: str) -> None:
+        """Add an error message."""
+        self.errors.append(error)
+
+    def add_warning(self, warning: str) -> None:
+        """Add a warning message."""
+        self.warnings.append(warning)
+
+    def mark_passed(self) -> None:
+        """Mark test as passed."""
+        self.passed = True
+
+
+class TypeChecker:
+    """Validates type annotations in Python code."""
+
+    def __init__(self) -> None:
+        self.required_imports = [
+            "typing", "Any", "List", "Dict", "Union", "Optional"
+        ]
+
+    def check_file_typing(self, file_path: str) -> Tuple[bool, List[str]]:
+        """Check if file has proper type annotations."""
+        try:
+            with open(file_path, 'r') as f:
+                content = f.read()
+
+            tree = ast.parse(content)
+            issues = []
+            has_typing_imports = False
+
+            # Check for typing imports
+            for node in ast.walk(tree):
+                if isinstance(node, ast.ImportFrom) and node.module == "typing":
+                    has_typing_imports = True
+                elif isinstance(node, ast.Import):
+                    for alias in node.names:
+                        if alias.name == "typing":
+                            has_typing_imports = True
+
+            if not has_typing_imports:
+                issues.append("Missing typing imports")
+
+            # Check function definitions for type annotations
+            function_count = 0
+            typed_functions = 0
+
+            for node in ast.walk(tree):
+                if isinstance(node, ast.FunctionDef):
+                    function_count += 1
+
+                    # Check return type annotation
+                    if node.returns is not None:
+                        typed_functions += 1
+
+                    # Check parameter type annotations
+                    for arg in node.args.args:
+                        if arg.annotation is None and arg.arg != "self":
+                            issues.append(
+                                f"Function '{node.name}' parameter "
+                                f"'{arg.arg}' missing type annotation"
+                            )
+
+            if function_count > 0:
+                typing_coverage = (typed_functions / function_count) * 100
+                if typing_coverage < 80:
+                    issues.append(
+                        f"Low typing coverage: {typing_coverage:.1f}% of "
+                        f"functions have return type annotations"
+                    )
+
+            return len(issues) == 0, issues
+
+        except Exception as e:
+            return False, [f"Error checking types: {str(e)}"]
+
+
+class PolymorphismTester:
+    """Main testing class for polymorphic implementations with type checking."""
+
+    def __init__(self) -> None:
+        self.results: List[TestResult] = []
+        self.type_checker = TypeChecker()
+
+    def load_module(self, file_path: str, module_name: str) -> Optional[Any]:
+        """Dynamically load a Python module from file path."""
+        try:
+            spec = importlib.util.spec_from_file_location(module_name, file_path)
+            if spec is None or spec.loader is None:
+                return None
+
+            module = importlib.util.module_from_spec(spec)
+            spec.loader.exec_module(module)
+            return module
+        except Exception as e:
+            print(f"Error loading module {module_name}: {e}")
+            return None
+
+    def run_all_tests(self, verbose: bool = False) -> bool:
+        """Execute all test suites and return overall success status."""
+        print("CODE NEXUS - POLYMORPHISM TESTING SUITE WITH TYPE CHECKING")
+        print("=" * 60)
+        print("Testing polymorphic implementations with type annotations.")
+        if verbose:
+            print("Verbose mode enabled - detailed output will be shown.")
+        print()
+
+        # Run individual test suites
+        self._test_exercise_0()
+        self._test_exercise_1()
+        self._test_exercise_2()
+
+        # Display summary
+        self._display_summary()
+
+        return all(result.passed for result in self.results)
+
+    def _test_exercise_0(self) -> None:
+        """Test Exercise 0: Data Processor Foundation with type checking."""
+        result = TestResult("Exercise 0: Data Processor Foundation")
+
+        print("=== Testing Exercise 0: Data Processor Foundation ===")
+
+        try:
+            file_path = "ex0/stream_processor.py"
+
+            # Check type annotations first
+            has_proper_typing, typing_issues = self.type_checker.check_file_typing(file_path)
+            if not has_proper_typing:
+                result.add_error("Type annotation issues found:")
+                for issue in typing_issues:
+                    result.add_error(f"  • {issue}")
+            else:
+                print("✓ Type annotations properly implemented")
+
+            # Import your implementation
+            stream_processor = self.load_module(file_path, "stream_processor")
+            if not stream_processor:
+                result.add_error("Could not load stream_processor.py module")
+            else:
+                # Verify required classes exist
+                required_classes = [
+                    'DataProcessor', 'NumericProcessor',
+                    'TextProcessor', 'LogProcessor'
+                ]
+                missing_classes = []
+
+                for class_name in required_classes:
+                    if not hasattr(stream_processor, class_name):
+                        missing_classes.append(class_name)
+
+                if missing_classes:
+                    result.add_error(f"Missing classes: {', '.join(missing_classes)}")
+                else:
+                    print("✓ All required classes found")
+
+                    # Test inheritance relationships
+                    DataProcessor = getattr(stream_processor, 'DataProcessor')
+                    NumericProcessor = getattr(stream_processor, 'NumericProcessor')
+                    TextProcessor = getattr(stream_processor, 'TextProcessor')
+                    LogProcessor = getattr(stream_processor, 'LogProcessor')
+
+                    if not issubclass(NumericProcessor, DataProcessor):
+                        result.add_error(
+                            "NumericProcessor must inherit from DataProcessor"
+                        )
+                    if not issubclass(TextProcessor, DataProcessor):
+                        result.add_error(
+                            "TextProcessor must inherit from DataProcessor"
+                        )
+                    if not issubclass(LogProcessor, DataProcessor):
+                        result.add_error(
+                            "LogProcessor must inherit from DataProcessor"
+                        )
+
+                    if not result.errors:
+                        print("✓ Inheritance relationships verified")
+
+                        # Test method overriding
+                        try:
+                            numeric_proc = NumericProcessor()
+                            text_proc = TextProcessor()
+                            log_proc = LogProcessor()
+
+                            # Verify methods exist and are callable
+                            for processor in [numeric_proc, text_proc, log_proc]:
+                                for method in ['process', 'validate',
+                                               'format_output']:
+                                    if not hasattr(processor, method) or \
+                                       not callable(getattr(processor, method)):
+                                        result.add_error(
+                                            f"{processor.__class__.__name__} "
+                                            f"missing method: {method}"
+                                        )
+
+                            if not result.errors:
+                                print("✓ Method overriding implemented correctly")
+                                if has_proper_typing:
+                                    result.mark_passed()
+
+                        except Exception as e:
+                            result.add_error(f"Error testing method overriding: {str(e)}")
+
+        except Exception as e:
+            result.add_error(f"Unexpected error: {str(e)}")
+
+        if not result.passed:
+            print("✗ Exercise 0 failed - check implementation and type annotations")
+
+        self.results.append(result)
+
+    def _test_exercise_1(self) -> None:
+        """Test Exercise 1: Polymorphic Streams with type checking."""
+        result = TestResult("Exercise 1: Polymorphic Streams")
+
+        print("\n=== Testing Exercise 1: Polymorphic Streams ===")
+
+        try:
+            file_path = "ex1/data_stream.py"
+
+            # Check type annotations first
+            has_proper_typing, typing_issues = self.type_checker.check_file_typing(file_path)
+            if not has_proper_typing:
+                result.add_error("Type annotation issues found:")
+                for issue in typing_issues:
+                    result.add_error(f"  • {issue}")
+            else:
+                print("✓ Type annotations properly implemented")
+
+            # Import your implementation
+            data_stream = self.load_module(file_path, "data_stream")
+            if not data_stream:
+                result.add_error("Could not load data_stream.py module")
+            else:
+                # Verify required classes exist
+                required_classes = [
+                    'DataStream', 'SensorStream', 'TransactionStream',
+                    'EventStream', 'StreamProcessor'
+                ]
+                missing_classes = []
+
+                for class_name in required_classes:
+                    if not hasattr(data_stream, class_name):
+                        missing_classes.append(class_name)
+
+                if missing_classes:
+                    result.add_error(f"Missing classes: {', '.join(missing_classes)}")
+                else:
+                    print("✓ All required classes found")
+
+                    # Test inheritance and polymorphism
+                    DataStream = getattr(data_stream, 'DataStream')
+                    SensorStream = getattr(data_stream, 'SensorStream')
+                    TransactionStream = getattr(data_stream, 'TransactionStream')
+                    EventStream = getattr(data_stream, 'EventStream')
+
+                    # Verify inheritance
+                    stream_classes = [
+                        SensorStream, TransactionStream, EventStream
+                    ]
+                    for stream_class in stream_classes:
+                        if not issubclass(stream_class, DataStream):
+                            result.add_error(
+                                f"{stream_class.__name__} must inherit "
+                                f"from DataStream"
+                            )
+
+                    if not result.errors:
+                        print("✓ Inheritance relationships verified")
+
+                        # Test polymorphic behavior
+                        try:
+                            sensor = SensorStream("SENSOR_001")
+                            transaction = TransactionStream("TRANS_001")
+                            event = EventStream("EVENT_001")
+
+                            # Verify polymorphic processing
+                            streams = [sensor, transaction, event]
+                            for stream in streams:
+                                if not hasattr(stream, 'process_batch') or \
+                                   not callable(getattr(stream, 'process_batch')):
+                                    result.add_error(
+                                        f"{stream.__class__.__name__} "
+                                        f"missing process_batch method"
+                                    )
+
+                            if not result.errors:
+                                print("✓ Polymorphic behavior implemented correctly")
+                                if has_proper_typing:
+                                    result.mark_passed()
+
+                        except Exception as e:
+                            result.add_error(f"Error testing polymorphic behavior: {str(e)}")
+
+        except Exception as e:
+            result.add_error(f"Unexpected error: {str(e)}")
+
+        if not result.passed:
+            print("✗ Exercise 1 failed - check implementation and type annotations")
+
+        self.results.append(result)
+
+    def _test_exercise_2(self) -> None:
+        """Test Exercise 2: Nexus Integration with type checking."""
+        result = TestResult("Exercise 2: Nexus Integration")
+
+        print("\n=== Testing Exercise 2: Nexus Integration ===")
+
+        try:
+            file_path = "ex2/nexus_pipeline.py"
+
+            # Check type annotations first
+            has_proper_typing, typing_issues = self.type_checker.check_file_typing(file_path)
+            if not has_proper_typing:
+                result.add_error("Type annotation issues found:")
+                for issue in typing_issues:
+                    result.add_error(f"  • {issue}")
+            else:
+                print("✓ Type annotations properly implemented")
+
+            # Import your implementation
+            nexus_pipeline = self.load_module(file_path, "nexus_pipeline")
+            if not nexus_pipeline:
+                result.add_error("Could not load nexus_pipeline.py module")
+            else:
+                # Verify required classes exist
+                required_classes = [
+                    'ProcessingPipeline', 'InputStage', 'TransformStage',
+                    'OutputStage', 'JSONAdapter', 'CSVAdapter',
+                    'StreamAdapter', 'NexusManager'
+                ]
+                missing_classes = []
+
+                for class_name in required_classes:
+                    if not hasattr(nexus_pipeline, class_name):
+                        missing_classes.append(class_name)
+
+                if missing_classes:
+                    result.add_error(f"Missing classes: {', '.join(missing_classes)}")
+                else:
+                    print("✓ All required classes found")
+
+                    # Test complex inheritance hierarchy
+                    ProcessingPipeline = getattr(nexus_pipeline, 'ProcessingPipeline')
+                    JSONAdapter = getattr(nexus_pipeline, 'JSONAdapter')
+                    CSVAdapter = getattr(nexus_pipeline, 'CSVAdapter')
+                    StreamAdapter = getattr(nexus_pipeline, 'StreamAdapter')
+
+                    # Verify inheritance
+                    adapter_classes = [
+                        JSONAdapter, CSVAdapter, StreamAdapter
+                    ]
+                    for adapter_class in adapter_classes:
+                        if not issubclass(adapter_class, ProcessingPipeline):
+                            result.add_error(
+                                f"{adapter_class.__name__} must inherit "
+                                f"from ProcessingPipeline"
+                            )
+
+                    if not result.errors:
+                        print("✓ Complex inheritance hierarchy verified")
+
+                        # Test enterprise-level polymorphism
+                        try:
+                            # Verify manager can handle different pipeline types
+                            json_adapter = JSONAdapter("JSON_001")
+                            csv_adapter = CSVAdapter("CSV_001")
+                            stream_adapter = StreamAdapter("STREAM_001")
+
+                            adapters = [
+                                json_adapter, csv_adapter, stream_adapter
+                            ]
+                            for adapter in adapters:
+                                if not hasattr(adapter, 'process') or \
+                                   not callable(getattr(adapter, 'process')):
+                                    result.add_error(
+                                        f"{adapter.__class__.__name__} "
+                                        f"missing process method"
+                                    )
+
+                            if not result.errors:
+                                print("✓ Enterprise-level polymorphism implemented correctly")
+                                if has_proper_typing:
+                                    result.mark_passed()
+
+                        except Exception as e:
+                            result.add_error(f"Error testing enterprise polymorphism: {str(e)}")
+
+        except Exception as e:
+            result.add_error(f"Unexpected error: {str(e)}")
+
+        if not result.passed:
+            print("✗ Exercise 2 failed - check implementation and type annotations")
+
+        self.results.append(result)
+
+    def _display_summary(self) -> None:
+        """Display comprehensive test summary."""
+        print("\n" + "=" * 60)
+        print("TESTING SUMMARY")
+        print("=" * 60)
+
+        passed_count = sum(1 for result in self.results if result.passed)
+        total_count = len(self.results)
+
+        print(f"Exercises passed: {passed_count}/{total_count}")
+
+        if passed_count == total_count:
+            print("🎉 All tests passed! Your polymorphic implementations "
+                  "with type annotations are working correctly.")
+        else:
+            print("⚠️  Some exercises need work. "
+                  "Check the error messages above.")
+            print("Make sure you've implemented all required classes, "
+                  "methods, and type annotations.")
+
+        # Display detailed errors if any
+        for result in self.results:
+            if result.errors:
+                print(f"\n❌ {result.name}:")
+                for error in result.errors:
+                    print(f"   • {error}")
+
+        print("\nRemember: This tests basic functionality "
+              "and type annotations.")
+        print("Make sure your code demonstrates proper polymorphic behavior "
+              "with complete typing!")
+
+
+def print_help() -> None:
+    """Display help message."""
+    help_text = """
+CODE NEXUS - POLYMORPHISM TESTING SUITE
+
+Usage:
+    python3 main.py [OPTIONS]
+
+Options:
+    -h, --help     Show this help message and exit
+    -v, --verbose  Enable verbose output with detailed test information
+
+Description:
+    This testing suite validates your polymorphic data processing
+    implementations across three exercises. It checks for:
+    - Proper method overriding and inheritance relationships
+    - Polymorphic behavior using abstract base classes (ABC)
+    - Comprehensive type annotations throughout all code
+    - Correct implementation of required classes and methods
+
+Requirements:
+    - Python 3.10 or later
+    - Exercise files in ex0/, ex1/, and ex2/ directories
+    - All code must include proper type annotations
+
+Expected Directory Structure:
+    your-project/
+    ├── ex0/
+    │   └── stream_processor.py
+    ├── ex1/
+    │   └── data_stream.py
+    ├── ex2/
+    │   └── nexus_pipeline.py
+    └── main.py (this file)
+
+Examples:
+    python3 main.py              # Run all tests
+    python3 main.py --help       # Show this help message
+    python3 main.py --verbose    # Run with detailed output
+
+For more information, refer to the project subject.
+"""
+    print(help_text)
+
+
+def main() -> None:
+    """Main entry point for the testing suite."""
+    # Parse command line arguments
+    verbose = False
+    if len(sys.argv) > 1:
+        if sys.argv[1] in ['-h', '--help']:
+            print_help()
+            sys.exit(0)
+        elif sys.argv[1] in ['-v', '--verbose']:
+            verbose = True
+        else:
+            print(f"Unknown option: {sys.argv[1]}")
+            print("Use --help for usage information")
+            sys.exit(1)
+
+    # Verify exercise directories exist
+    ex0_dir = Path("ex0")
+    ex1_dir = Path("ex1")
+    ex2_dir = Path("ex2")
+
+    missing_dirs = []
+    if not ex0_dir.exists():
+        missing_dirs.append("ex0/")
+    if not ex1_dir.exists():
+        missing_dirs.append("ex1/")
+    if not ex2_dir.exists():
+        missing_dirs.append("ex2/")
+
+    if missing_dirs:
+        print("❌ Exercise directories not found!")
+        print(f"Missing: {', '.join(missing_dirs)}")
+        print("Please ensure your exercise files are in "
+              "ex0/, ex1/, and ex2/ directories")
+        print("\nUse --help for more information")
+        sys.exit(1)
+
+    tester = PolymorphismTester()
+    success = tester.run_all_tests(verbose=verbose)
+
+    # Exit with appropriate code
+    sys.exit(0 if success else 1)
+
+
+if __name__ == "__main__":
+    main()

ex5/ex0/stream_processor.py

@@ -1,160 +0,0 @@
-from abc import ABC, abstractmethod
-from typing import Any
-from typing_extensions import override
-
-
-class DataProcessor(ABC):
-    @abstractmethod
-    def process(self, data: Any) -> str:
-        pass
-
-    @abstractmethod
-    def validate(self, data: Any) -> bool:
-        pass
-
-    def format_output(self, result: str) -> str:
-        return f"Processed output: {result}"
-
-
-class NumericProcessor(DataProcessor):
-    def process(self, data: Any) -> str:
-        try:
-            return f"{data}"
-        except Exception as err:
-            print(err)
-            return "error"
-
-    def validate(self, data: Any) -> bool:
-        try:
-            for n in data:
-                if type(n).__name__ != "int":
-                    return False
-            return True
-        except Exception:
-            return False
-
-    @override
-    def format_output(self, result: str) -> str:
-        try:
-            to_processed = result.split(", ")
-            res_int: list[int] = []
-            for n in to_processed:
-                n = n.replace("[", "").replace("]", "")
-                if n.isnumeric():
-                    res_int = res_int + [int(n)]
-            avg = sum(res_int) / len(res_int)
-            return f"Processed {len(res_int)} numeric value,\
- sum={sum(res_int)}, avg={avg:.2f}"
-        except Exception as err:
-            print(f"NumericProcessor / format_output: {err}")
-            return "error"
-
-
-class TextProcessor(DataProcessor):
-    def process(self, data: Any) -> str:
-        return str(data)
-
-    def validate(self, data: Any) -> bool:
-        try:
-            for char in data:
-                if type(char).__name__ != "str":
-                    return False
-            return True
-        except Exception:
-            return False
-
-    @override
-    def format_output(self, result: str) -> str:
-        return f"Processed text: {len(result)}\
- characters, {len(result.split(' '))} words"
-
-
-class LogProcessor(DataProcessor):
-    def process(self, data: Any) -> str:
-        try:
-            return f"{data[0]}: {data[1]}"
-        except Exception as err:
-            print(err)
-            return "error"
-
-    def validate(self, data: Any) -> bool:
-        try:
-            if len(data) == 2:
-                for n in data:
-                    if type(n).__name__ != "str":
-                        return False
-                return True
-            return False
-        except Exception:
-            return False
-
-    @override
-    def format_output(self, result: str) -> str:
-        try:
-            log_res = result.split(":")[0]
-            if log_res == "ERROR":
-                header = "[ALERT]"
-            elif log_res == "INFO":
-                header = "[INFO]"
-            elif log_res == "SUCCESS":
-                header = "[SUCCESS]"
-            else:
-                header = "[UNKNOWN]"
-            return (
-                f"{header} {result.split(':', 1)[0]}{result.split(':', 1)[1]}"
-            )
-        except Exception as err:
-            print(err)
-            return "error"
-
-
-def class_tester() -> None:
-    print("=== CODE NEXUS - DATA PROCESSOR FOUNDATION ===\n")
-    print("Initializing Numeric Processor...")
-    data = [1, 2, 3, 4, 5]
-    processor = NumericProcessor()
-    res = processor.process(data)
-    is_valid = processor.validate(data)
-    formatted_output = processor.format_output(res)
-    print(f"processing data: {res}")
-    if is_valid:
-        print("Validation: Numeric data verified")
-    else:
-        print("Validation: Invalid numeric data")
-    print(f"Output: {formatted_output}")
-    print("\nInitializing Text Processor...")
-    data = "Hello Nexus World"
-    processor = TextProcessor()
-    res = processor.process(data)
-    is_valid = processor.validate(data)
-    formatted_output = processor.format_output(res)
-    print(f"processing data: {res}")
-    if is_valid:
-        print("Validation: Text data verified")
-    else:
-        print("Validation: Invalid text data")
-    print(f"Output: {formatted_output}")
-    print("\nInitializing Log Processor...")
-    data = ["ERROR", "Connection timeout"]
-    processor = LogProcessor()
-    res = processor.process(data)
-    is_valid = processor.validate(data)
-    formatted_output = processor.format_output(res)
-    print(f"processing data: {res}")
-    if is_valid:
-        print("Validation: Log data verified")
-    else:
-        print("Validation: Invalid log data")
-    print(f"Output: {formatted_output}")
-    print("\n=== Polymorphic Processing Demo ===\n")
-    print(f"Result 1:\
- {NumericProcessor().format_output('[1, 2, 3]')}")
-    print(f"Result 2:\
- {TextProcessor().format_output('Hello World !')}")
-    print(f"Result 3:\
- {LogProcessor().format_output('INFO: level detected: System ready')}")
-    print("\nFoundation systems online. Nexus ready for advanced streams.")
-
-
-if __name__ == "__main__":
-    class_tester()