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["cffi (>=1.17,<2.0)", "cffi (>=2.0.0b)"] + [metadata] lock-version = "2.0" -python-versions = "^3.9" -content-hash = "c5477d016b68fbb728e7211abafd67e0f8d2a0a8c4e5d81c7c39f68105682c25" +python-versions = "^3.11" +content-hash = "31753e2e1d84deb4de018c8e0caecf729cce2b7ca63ea59c9d3677fce3013e52" diff --git a/pyproject.toml b/pyproject.toml index fa7f8c0..2c3c5b0 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -11,7 +11,7 @@ evaluation_function = "evaluation_function.main:main" evaluation_function_dev = "evaluation_function.dev:dev" [tool.poetry.dependencies] -python = "^3.9" +python = "^3.11" typing_extensions = "^4.12.2" pydantic = "^2.0" lf_toolkit = { git = "https://github.com/lambda-feedback/toolkit-python.git", branch = "main", extras = [ From 4c4fe02a248954f82358141a6303ecf2e78935d1 Mon Sep 17 00:00:00 2001 From: Harry Date: Tue, 17 Feb 2026 00:33:25 +0000 Subject: [PATCH 2/9] implemented feedback and preview function --- evaluation_function/evaluation.py | 542 ++++++++++++++++- evaluation_function/evaluation_test.py | 162 +++++- evaluation_function/preview.py | 776 ++++++++++++++++++++++++- evaluation_function/preview_test.py | 331 ++++++++++- feedback_demo.py | 243 ++++++++ 5 files changed, 2023 insertions(+), 31 deletions(-) create mode 100644 feedback_demo.py diff --git a/evaluation_function/evaluation.py b/evaluation_function/evaluation.py index 61ecaa3..b9607f5 100755 --- a/evaluation_function/evaluation.py +++ b/evaluation_function/evaluation.py @@ -1,6 +1,447 @@ -from typing import Any +from typing import Any, Optional, List, Dict, Tuple from lf_toolkit.evaluation import Result, Params +from .schemas.graph import Graph, Node, Edge +from .schemas.request import Response, Answer +from .schemas.params import EvaluationParams +from .schemas.evaluation_types import EvaluationType + + +# ============================================================================= +# FEEDBACK GENERATION HELPERS +# ============================================================================= + +def create_feedback_message( + is_correct: bool, + feedback_level: str, + error_details: List[str] = None, + success_details: List[str] = None, + hints: List[str] = None +) -> str: + """Generate a feedback message based on feedback level.""" + + if feedback_level == "minimal": + return "Correct" if is_correct else "Incorrect" + + feedback_parts = [] + + if is_correct: + feedback_parts.append("✓ Correct") + if feedback_level == "detailed" and success_details: + feedback_parts.extend(success_details) + else: + feedback_parts.append("✗ Incorrect") + if error_details: + feedback_parts.extend(error_details) + if feedback_level == "detailed" and hints: + feedback_parts.append("\nHints:") + feedback_parts.extend([f" • {hint}" for hint in hints]) + + return "\n".join(feedback_parts) + + +def compare_graphs(response_graph: Graph, answer_graph: Graph, tolerance: float = 1e-9) -> Tuple[bool, List[str]]: + """ + Compare two graphs and return (is_match, error_details). + """ + errors = [] + + # Check nodes + response_node_ids = {node.id for node in response_graph.nodes} + answer_node_ids = {node.id for node in answer_graph.nodes} + + missing_nodes = answer_node_ids - response_node_ids + extra_nodes = response_node_ids - answer_node_ids + + if missing_nodes: + errors.append(f"Missing nodes: {', '.join(sorted(missing_nodes))}") + if extra_nodes: + errors.append(f"Extra nodes: {', '.join(sorted(extra_nodes))}") + + # Check edges (if nodes match) + if not missing_nodes and not extra_nodes: + response_edges = {(e.source, e.target) for e in response_graph.edges} + answer_edges = {(e.source, e.target) for e in answer_graph.edges} + + # For undirected graphs, normalize edge representation + if not response_graph.directed: + response_edges = {tuple(sorted([s, t])) for s, t in response_edges} + answer_edges = {tuple(sorted([s, t])) for s, t in answer_edges} + + missing_edges = answer_edges - response_edges + extra_edges = response_edges - answer_edges + + if missing_edges: + arrow = "→" if response_graph.directed else "—" + edges_str = ", ".join([f"{s}{arrow}{t}" for s, t in sorted(missing_edges)]) + errors.append(f"Missing edges: {edges_str}") + if extra_edges: + arrow = "→" if response_graph.directed else "—" + edges_str = ", ".join([f"{s}{arrow}{t}" for s, t in sorted(extra_edges)]) + errors.append(f"Extra edges: {edges_str}") + + # Check edge weights if weighted + if response_graph.weighted and not missing_edges and not extra_edges: + for r_edge in response_graph.edges: + a_edge = next((e for e in answer_graph.edges + if e.source == r_edge.source and e.target == r_edge.target), None) + if a_edge and abs((r_edge.weight or 0) - (a_edge.weight or 0)) > tolerance: + errors.append( + f"Edge {r_edge.source}→{r_edge.target} has incorrect weight " + f"(your answer: {r_edge.weight}, expected: {a_edge.weight})" + ) + + return len(errors) == 0, errors + + +def validate_path(path: List[str], graph: Graph) -> Tuple[bool, List[str]]: + """ + Validate that a path exists in the graph. + Returns (is_valid, error_details). + """ + if not path: + return False, ["Path is empty"] + + errors = [] + node_ids = {node.id for node in graph.nodes} + + # Check all nodes exist + for node_id in path: + if node_id not in node_ids: + errors.append(f"Node '{node_id}' does not exist in the graph") + + if errors: + return False, errors + + # Check edges exist + edge_set = {(e.source, e.target) for e in graph.edges} + if not graph.directed: + # For undirected, edges work both ways + edge_set = edge_set.union({(t, s) for s, t in edge_set}) + + for i in range(len(path) - 1): + edge = (path[i], path[i + 1]) + if edge not in edge_set: + arrow = "→" if graph.directed else "—" + errors.append(f"Edge {edge[0]}{arrow}{edge[1]} does not exist in the graph") + + return len(errors) == 0, errors + + +def validate_coloring(coloring: Dict[str, int], graph: Graph) -> Tuple[bool, List[str], List[Tuple[str, str]]]: + """ + Validate a graph coloring. + Returns (is_valid, error_details, conflicts). + """ + errors = [] + conflicts = [] + + node_ids = {node.id for node in graph.nodes} + + # Check all nodes are colored + missing_nodes = node_ids - set(coloring.keys()) + if missing_nodes: + errors.append(f"Nodes not colored: {', '.join(sorted(missing_nodes))}") + + extra_nodes = set(coloring.keys()) - node_ids + if extra_nodes: + errors.append(f"Colored non-existent nodes: {', '.join(sorted(extra_nodes))}") + + if errors: + return False, errors, conflicts + + # Check for conflicts (adjacent nodes with same color) + for edge in graph.edges: + source_color = coloring.get(edge.source) + target_color = coloring.get(edge.target) + + if source_color is not None and source_color == target_color: + conflicts.append((edge.source, edge.target)) + errors.append( + f"Color conflict: adjacent nodes {edge.source} and {edge.target} " + f"both have color {source_color}" + ) + + return len(errors) == 0, errors, conflicts + + +def validate_vertex_set(vertices: List[str], graph: Graph, set_type: str = "set") -> Tuple[bool, List[str]]: + """ + Validate that vertices exist in the graph. + Returns (is_valid, error_details). + """ + if not vertices: + return True, [] + + errors = [] + node_ids = {node.id for node in graph.nodes} + + invalid_nodes = set(vertices) - node_ids + if invalid_nodes: + errors.append(f"{set_type} contains non-existent nodes: {', '.join(sorted(invalid_nodes))}") + + return len(errors) == 0, errors + + +def check_tree_edges(edges: List[Edge], graph: Graph) -> Tuple[bool, List[str]]: + """ + Check if given edges form a valid tree (connected, acyclic, n-1 edges). + Returns (is_tree, error_details). + """ + errors = [] + n = len(graph.nodes) + + if len(edges) != n - 1: + errors.append(f"Tree must have {n-1} edges (you provided {len(edges)})") + return False, errors + + # Check all edges exist in graph + graph_edges = {(e.source, e.target) for e in graph.edges} + if not graph.directed: + graph_edges = graph_edges.union({(t, s) for s, t in graph_edges}) + + for edge in edges: + if (edge.source, edge.target) not in graph_edges: + errors.append(f"Edge {edge.source}—{edge.target} does not exist in the original graph") + + # Check connectivity using union-find + parent = {node.id: node.id for node in graph.nodes} + + def find(x): + if parent[x] != x: + parent[x] = find(parent[x]) + return parent[x] + + def union(x, y): + px, py = find(x), find(y) + if px == py: + return False # Cycle detected + parent[px] = py + return True + + for edge in edges: + if not union(edge.source, edge.target): + errors.append(f"Edges form a cycle (edge {edge.source}—{edge.target} creates cycle)") + return False, errors + + # Check if all nodes are connected + roots = {find(node.id) for node in graph.nodes} + if len(roots) > 1: + errors.append(f"Edges do not form a connected tree ({len(roots)} components)") + return False, errors + + return True, errors + + +# ============================================================================= +# EVALUATION FUNCTIONS BY TYPE +# ============================================================================= + +def evaluate_graph_match(response: Response, answer: Answer, params: EvaluationParams) -> Tuple[bool, str]: + """Evaluate graph matching.""" + if not response.graph or not answer.graph: + return False, "Missing graph in response or answer" + + is_match, errors = compare_graphs(response.graph, answer.graph, params.tolerance) + + if is_match: + return True, create_feedback_message(True, params.feedback_level, + success_details=["Graph structure matches correctly"]) + else: + hints = ["Check your nodes and edges carefully", + "Make sure edge directions match (if directed graph)"] + return False, create_feedback_message(False, params.feedback_level, + error_details=errors, hints=hints) + + +def evaluate_path_answer(response: Response, answer: Answer, params: EvaluationParams, + path_field: str = "path") -> Tuple[bool, str]: + """Evaluate a path answer.""" + response_path = getattr(response, path_field, None) + answer_path = getattr(answer, path_field, None) + + if not response_path: + return False, create_feedback_message(False, params.feedback_level, + error_details=["No path provided"]) + + if not answer.graph: + # Simple comparison if no graph provided + is_correct = response_path == answer_path + if is_correct: + return True, create_feedback_message(True, params.feedback_level) + else: + return False, create_feedback_message(False, params.feedback_level, + error_details=["Path does not match expected answer"]) + + # Validate path exists in graph + is_valid, errors = validate_path(response_path, answer.graph) + if not is_valid: + return False, create_feedback_message(False, params.feedback_level, + error_details=errors, + hints=["Verify all edges exist in the graph"]) + + # Check if path matches expected + is_correct = response_path == answer_path + if is_correct: + return True, create_feedback_message(True, params.feedback_level, + success_details=["Path is correct"]) + else: + path_str = " → ".join(response_path) + expected_str = " → ".join(answer_path) if answer_path else "different path" + return False, create_feedback_message(False, params.feedback_level, + error_details=[f"Your path: {path_str}", + f"Expected: {expected_str}"]) + + +def evaluate_boolean_answer(response: Response, answer: Answer, params: EvaluationParams, + field_name: str, display_name: str) -> Tuple[bool, str]: + """Evaluate a boolean answer.""" + response_value = getattr(response, field_name, None) + answer_value = getattr(answer, field_name, None) + + if response_value is None: + return False, create_feedback_message(False, params.feedback_level, + error_details=[f"No answer provided for {display_name}"]) + + is_correct = response_value == answer_value + + if is_correct: + return True, create_feedback_message(True, params.feedback_level, + success_details=[f"{display_name}: {'Yes' if response_value else 'No'} ✓"]) + else: + expected = "Yes" if answer_value else "No" + got = "Yes" if response_value else "No" + return False, create_feedback_message(False, params.feedback_level, + error_details=[f"{display_name}: You answered {got}, but the correct answer is {expected}"]) + + +def evaluate_numeric_answer(response: Response, answer: Answer, params: EvaluationParams, + field_name: str, display_name: str) -> Tuple[bool, str]: + """Evaluate a numeric answer.""" + response_value = getattr(response, field_name, None) + answer_value = getattr(answer, field_name, None) + + if response_value is None: + return False, create_feedback_message(False, params.feedback_level, + error_details=[f"No answer provided for {display_name}"]) + + if answer_value is None: + return False, "No expected answer provided" + + is_correct = abs(response_value - answer_value) <= params.tolerance + + if is_correct: + return True, create_feedback_message(True, params.feedback_level, + success_details=[f"{display_name}: {response_value} ✓"]) + else: + return False, create_feedback_message(False, params.feedback_level, + error_details=[f"{display_name}: You got {response_value}, expected {answer_value}"], + hints=[f"The difference is {abs(response_value - answer_value):.4f}"]) + + +def evaluate_coloring_answer(response: Response, answer: Answer, params: EvaluationParams) -> Tuple[bool, str]: + """Evaluate a graph coloring answer.""" + if not response.coloring: + return False, create_feedback_message(False, params.feedback_level, + error_details=["No coloring provided"]) + + if not answer.graph: + return False, "No graph provided for validation" + + is_valid, errors, conflicts = validate_coloring(response.coloring, answer.graph) + + if not is_valid: + hints = ["Adjacent nodes must have different colors", + "Make sure all nodes are colored"] + return False, create_feedback_message(False, params.feedback_level, + error_details=errors, hints=hints) + + # Check chromatic number if provided + if answer.chromatic_number is not None and response.chromatic_number is not None: + num_colors = len(set(response.coloring.values())) + if num_colors > answer.chromatic_number: + return False, create_feedback_message(False, params.feedback_level, + error_details=[f"Your coloring uses {num_colors} colors, " + f"but the graph can be colored with {answer.chromatic_number} colors"], + hints=["Try to reduce the number of colors used"]) + + return True, create_feedback_message(True, params.feedback_level, + success_details=["Valid coloring ✓"]) + + +def evaluate_set_answer(response: Response, answer: Answer, params: EvaluationParams, + field_name: str, display_name: str) -> Tuple[bool, str]: + """Evaluate a set-based answer (vertex cover, independent set, etc.).""" + response_set = getattr(response, field_name, None) + answer_set = getattr(answer, field_name, None) + + if not response_set: + return False, create_feedback_message(False, params.feedback_level, + error_details=[f"No {display_name} provided"]) + + if answer.graph: + is_valid, errors = validate_vertex_set(response_set, answer.graph, display_name) + if not is_valid: + return False, create_feedback_message(False, params.feedback_level, + error_details=errors) + + # Compare sets (order doesn't matter) + if answer_set: + is_correct = set(response_set) == set(answer_set) + if is_correct: + return True, create_feedback_message(True, params.feedback_level, + success_details=[f"{display_name} is correct ✓"]) + else: + missing = set(answer_set) - set(response_set) + extra = set(response_set) - set(answer_set) + errors = [] + if missing: + errors.append(f"Missing from {display_name}: {', '.join(sorted(missing))}") + if extra: + errors.append(f"Extra in {display_name}: {', '.join(sorted(extra))}") + return False, create_feedback_message(False, params.feedback_level, + error_details=errors) + + return True, create_feedback_message(True, params.feedback_level) + + +def evaluate_tree_answer(response: Response, answer: Answer, params: EvaluationParams, + field_name: str = "spanning_tree") -> Tuple[bool, str]: + """Evaluate a spanning tree answer.""" + response_edges = getattr(response, field_name, None) + + if not response_edges: + return False, create_feedback_message(False, params.feedback_level, + error_details=["No tree edges provided"]) + + if not answer.graph: + return False, "No graph provided for validation" + + is_tree, errors = check_tree_edges(response_edges, answer.graph) + + if not is_tree: + hints = ["A tree must be connected and acyclic", + f"A tree with {len(answer.graph.nodes)} nodes must have exactly {len(answer.graph.nodes)-1} edges"] + return False, create_feedback_message(False, params.feedback_level, + error_details=errors, hints=hints) + + # Check MST weight if applicable + if field_name == "mst" and answer.mst_weight is not None: + total_weight = sum(edge.weight or 0 for edge in response_edges) + if abs(total_weight - answer.mst_weight) > params.tolerance: + return False, create_feedback_message(False, params.feedback_level, + error_details=[f"Your tree has weight {total_weight}, " + f"but minimum spanning tree has weight {answer.mst_weight}"], + hints=["Try using Kruskal's or Prim's algorithm"]) + + return True, create_feedback_message(True, params.feedback_level, + success_details=["Valid spanning tree ✓"]) + + +# ============================================================================= +# MAIN EVALUATION FUNCTION +# ============================================================================= + def evaluation_function( response: Any, answer: Any, @@ -28,7 +469,98 @@ def evaluation_function( return types and that evaluation_function() is the main function used to output the evaluation response. """ - - return Result( - is_correct=response == answer - ) \ No newline at end of file + + try: + # Parse inputs + if isinstance(response, dict): + response_obj = Response(**response) + elif isinstance(response, Response): + response_obj = response + else: + return Result(is_correct=False, feedback="Invalid response format") + + if isinstance(answer, dict): + answer_obj = Answer(**answer) + elif isinstance(answer, Answer): + answer_obj = answer + else: + return Result(is_correct=False, feedback="Invalid answer format") + + if isinstance(params, dict): + eval_params = EvaluationParams(**params) + elif isinstance(params, EvaluationParams): + eval_params = params + else: + # Use defaults + eval_params = EvaluationParams( + evaluation_type=EvaluationType.GRAPH_MATCH, + feedback_level="standard", + tolerance=1e-9 + ) + + # Route to appropriate evaluation based on evaluation type or available fields + evaluation_type = getattr(eval_params, 'evaluation_type', None) + + # Graph matching + if evaluation_type == "graph_match" or (response_obj.graph and answer_obj.graph and not evaluation_type): + return Result(*evaluate_graph_match(response_obj, answer_obj, eval_params)) + + # Boolean answers + if response_obj.is_connected is not None or answer_obj.is_connected is not None: + return Result(*evaluate_boolean_answer(response_obj, answer_obj, eval_params, + "is_connected", "Connectivity")) + if response_obj.is_bipartite is not None or answer_obj.is_bipartite is not None: + return Result(*evaluate_boolean_answer(response_obj, answer_obj, eval_params, + "is_bipartite", "Bipartite")) + if response_obj.is_tree is not None or answer_obj.is_tree is not None: + return Result(*evaluate_boolean_answer(response_obj, answer_obj, eval_params, + "is_tree", "Tree")) + if response_obj.has_cycle is not None or answer_obj.has_cycle is not None: + return Result(*evaluate_boolean_answer(response_obj, answer_obj, eval_params, + "has_cycle", "Cycle Detection")) + + # Path answers + if response_obj.path is not None or answer_obj.path is not None: + return Result(*evaluate_path_answer(response_obj, answer_obj, eval_params, "path")) + if response_obj.topological_order is not None or answer_obj.topological_order is not None: + return Result(*evaluate_path_answer(response_obj, answer_obj, eval_params, "topological_order")) + + # Numeric answers + if response_obj.distance is not None or answer_obj.distance is not None: + return Result(*evaluate_numeric_answer(response_obj, answer_obj, eval_params, + "distance", "Distance")) + if response_obj.chromatic_number is not None or answer_obj.chromatic_number is not None: + return Result(*evaluate_numeric_answer(response_obj, answer_obj, eval_params, + "chromatic_number", "Chromatic Number")) + if response_obj.flow_value is not None or answer_obj.flow_value is not None: + return Result(*evaluate_numeric_answer(response_obj, answer_obj, eval_params, + "flow_value", "Maximum Flow")) + + # Coloring + if response_obj.coloring is not None: + return Result(*evaluate_coloring_answer(response_obj, answer_obj, eval_params)) + + # Set answers + if response_obj.vertex_cover is not None or answer_obj.vertex_cover is not None: + return Result(*evaluate_set_answer(response_obj, answer_obj, eval_params, + "vertex_cover", "Vertex Cover")) + if response_obj.independent_set is not None or answer_obj.independent_set is not None: + return Result(*evaluate_set_answer(response_obj, answer_obj, eval_params, + "independent_set", "Independent Set")) + if response_obj.clique is not None or answer_obj.clique is not None: + return Result(*evaluate_set_answer(response_obj, answer_obj, eval_params, + "clique", "Clique")) + + # Tree answers + if response_obj.spanning_tree is not None or answer_obj.spanning_tree is not None: + return Result(*evaluate_tree_answer(response_obj, answer_obj, eval_params, "spanning_tree")) + if response_obj.mst is not None or answer_obj.mst is not None: + return Result(*evaluate_tree_answer(response_obj, answer_obj, eval_params, "mst")) + + # Default: simple equality check + is_correct = response == answer + feedback = "Correct" if is_correct else "Incorrect" + return Result(is_correct=is_correct, feedback=feedback) + + except Exception as e: + return Result(is_correct=False, feedback=f"Evaluation error: {str(e)}") \ No newline at end of file diff --git a/evaluation_function/evaluation_test.py b/evaluation_function/evaluation_test.py index 7a5c5bd..d6081f9 100755 --- a/evaluation_function/evaluation_test.py +++ b/evaluation_function/evaluation_test.py @@ -1,6 +1,10 @@ import unittest -from .evaluation import Params, evaluation_function +from .evaluation import evaluation_function +from .schemas.graph import Graph, Node, Edge +from .schemas.request import Response, Answer +from .schemas.params import EvaluationParams + class TestEvaluationFunction(unittest.TestCase): """ @@ -21,10 +25,158 @@ class TestEvaluationFunction(unittest.TestCase): as it should. """ - def test_evaluation(self): - response, answer, params = "Hello, World", "Hello, World", Params() + def test_graph_match_correct(self): + """Test correct graph matching with feedback.""" + graph = Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C")], + edges=[Edge(source="A", target="B"), Edge(source="B", target="C")], + directed=True + ) + + response = Response(graph=graph) + answer = Answer(graph=graph) + params = EvaluationParams(evaluation_type="graph_match", feedback_level="standard", tolerance=1e-9) + + result = evaluation_function(response, answer, params).to_dict() + + self.assertTrue(result["is_correct"]) + self.assertIn("Correct", result["feedback"]) + + def test_graph_match_missing_nodes_feedback(self): + """Test graph matching provides feedback for missing nodes.""" + response_graph = Graph( + nodes=[Node(id="A"), Node(id="B")], + edges=[Edge(source="A", target="B")], + directed=True + ) + + answer_graph = Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C")], + edges=[Edge(source="A", target="B"), Edge(source="B", target="C")], + directed=True + ) + + response = Response(graph=response_graph) + answer = Answer(graph=answer_graph) + params = EvaluationParams(evaluation_type="graph_match", feedback_level="standard", tolerance=1e-9) + + result = evaluation_function(response, answer, params).to_dict() + + self.assertFalse(result["is_correct"]) + self.assertIn("Missing nodes", result["feedback"]) + self.assertIn("C", result["feedback"]) + + def test_boolean_answer_incorrect_feedback(self): + """Test boolean answer provides detailed feedback.""" + response = Response(is_bipartite=False) + answer = Answer(is_bipartite=True) + params = EvaluationParams(feedback_level="standard", tolerance=1e-9) + + result = evaluation_function(response, answer, params).to_dict() + + self.assertFalse(result["is_correct"]) + self.assertIn("Bipartite", result["feedback"]) + self.assertIn("No", result["feedback"]) + self.assertIn("Yes", result["feedback"]) + + def test_path_invalid_edge_feedback(self): + """Test path validation provides feedback for invalid edges.""" + graph = Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C")], + edges=[Edge(source="A", target="B")], + directed=True + ) + + response = Response(path=["A", "B", "C"]) # B→C doesn't exist + answer = Answer(graph=graph) + params = EvaluationParams(feedback_level="standard", tolerance=1e-9) + + result = evaluation_function(response, answer, params).to_dict() + + self.assertFalse(result["is_correct"]) + self.assertIn("does not exist", result["feedback"]) + + def test_coloring_conflict_feedback(self): + """Test graph coloring provides feedback for conflicts.""" + graph = Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C")], + edges=[Edge(source="A", target="B"), Edge(source="B", target="C")], + directed=False + ) + + response = Response(coloring={"A": 0, "B": 0, "C": 1}) # A and B adjacent with same color + answer = Answer(graph=graph) + params = EvaluationParams(feedback_level="standard", tolerance=1e-9) + + result = evaluation_function(response, answer, params).to_dict() + + self.assertFalse(result["is_correct"]) + self.assertIn("Color conflict", result["feedback"]) + self.assertIn("A", result["feedback"]) + self.assertIn("B", result["feedback"]) + + def test_feedback_level_minimal(self): + """Test minimal feedback level provides minimal output.""" + response = Response(is_connected=False) + answer = Answer(is_connected=True) + params = EvaluationParams(feedback_level="minimal", tolerance=1e-9) + + result = evaluation_function(response, answer, params).to_dict() + + self.assertFalse(result["is_correct"]) + self.assertEqual(result["feedback"], "Incorrect") + + def test_feedback_level_detailed(self): + """Test detailed feedback level provides hints.""" + graph = Graph( + nodes=[Node(id="A"), Node(id="B")], + edges=[], + directed=False + ) + + response = Response(path=["A", "B"]) + answer = Answer(graph=graph) + params = EvaluationParams(feedback_level="detailed", tolerance=1e-9) + + result = evaluation_function(response, answer, params).to_dict() + + self.assertFalse(result["is_correct"]) + self.assertIn("Hints:", result["feedback"]) + + def test_spanning_tree_cycle_feedback(self): + """Test spanning tree validation provides feedback for cycles.""" + graph = Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C")], + edges=[ + Edge(source="A", target="B"), + Edge(source="B", target="C"), + Edge(source="A", target="C") + ], + directed=False + ) + + response = Response(spanning_tree=[ + Edge(source="A", target="B"), + Edge(source="B", target="C"), + Edge(source="A", target="C") # Creates cycle + ]) + answer = Answer(graph=graph) + params = EvaluationParams(feedback_level="standard", tolerance=1e-9) + + result = evaluation_function(response, answer, params).to_dict() + + self.assertFalse(result["is_correct"]) + self.assertIn("cycle", result["feedback"]) + def test_numeric_answer_feedback(self): + """Test numeric answer provides specific values in feedback.""" + response = Response(chromatic_number=4) + answer = Answer(chromatic_number=3) + params = EvaluationParams(feedback_level="standard", tolerance=1e-9) + result = evaluation_function(response, answer, params).to_dict() + + self.assertFalse(result["is_correct"]) + self.assertIn("4", result["feedback"]) + self.assertIn("3", result["feedback"]) - self.assertEqual(result.get("is_correct"), True) - self.assertFalse(result.get("feedback", False)) diff --git a/evaluation_function/preview.py b/evaluation_function/preview.py index a47bcac..d30ecea 100755 --- a/evaluation_function/preview.py +++ b/evaluation_function/preview.py @@ -1,30 +1,768 @@ -from typing import Any +""" +Preview function for Graph validation. + +The preview function validates student graph responses BEFORE submission. +It catches clear structural errors early, preventing students from submitting +invalid graphs for full evaluation. + +Validation checks performed: +1. Parse check - Is the response a valid graph structure? +2. Structural validation - Are nodes and edges valid? +3. Consistency checks - Edge references, weights, capacities, etc. +4. Warnings - Isolated nodes, disconnected components, etc. +""" + +from typing import Any, List, Dict, Set, Optional from lf_toolkit.preview import Result, Params, Preview -def preview_function(response: Any, params: Params) -> Result: +from .schemas.graph import Graph, Node, Edge +from .schemas.request import Response + + +# ============================================================================= +# VALIDATION ERROR CLASSES +# ============================================================================= + +class ValidationError: + """Represents a validation error or warning.""" + + def __init__( + self, + message: str, + code: str, + severity: str = "error", + location: Optional[str] = None, + suggestion: Optional[str] = None + ): + self.message = message + self.code = code + self.severity = severity # "error" or "warning" + self.location = location + self.suggestion = suggestion + + +# ============================================================================= +# GRAPH PARSING +# ============================================================================= + +def parse_graph_response(value: Any) -> Response: """ - Function used to preview a student response. - --- - The handler function passes three arguments to preview_function(): + Parse a graph response from various input formats. + + Args: + value: Response as dict or JSON string + + Returns: + Parsed Response object + + Raises: + ValueError: If the input cannot be parsed as a valid response + """ + if value is None: + raise ValueError("No response provided") + + if isinstance(value, str): + # Try to parse as JSON string + return Response.model_validate_json(value) + elif isinstance(value, dict): + return Response.model_validate(value) + elif isinstance(value, Response): + return value + else: + raise ValueError(f"Expected response as dict or JSON string, got {type(value).__name__}") - - `response` which are the answers provided by the student. - - `params` which are any extra parameters that may be useful, - e.g., error tolerances. - The output of this function is what is returned as the API response - and therefore must be JSON-encodable. It must also conform to the - response schema. +# ============================================================================= +# GRAPH VALIDATION +# ============================================================================= - Any standard python library may be used, as well as any package - available on pip (provided it is added to requirements.txt). +def validate_graph_structure(graph: Graph) -> List[ValidationError]: + """ + Validate the structural integrity of a graph. + + Checks: + - Node IDs are unique + - Edges reference existing nodes + - No duplicate edges (unless multigraph) + - Edge weights are valid numbers + - Capacities/flows are valid (for flow networks) + """ + errors = [] + + # Check node uniqueness + node_ids = [node.id for node in graph.nodes] + node_id_set = set(node_ids) + + if len(node_ids) != len(node_id_set): + duplicates = [nid for nid in node_id_set if node_ids.count(nid) > 1] + errors.append(ValidationError( + message=f"Duplicate node IDs found: {', '.join(duplicates)}", + code="DUPLICATE_NODES", + severity="error", + suggestion="Each node must have a unique ID" + )) + + # Check edges reference valid nodes + for i, edge in enumerate(graph.edges): + if edge.source not in node_id_set: + errors.append(ValidationError( + message=f"Edge {i}: source node '{edge.source}' does not exist", + code="INVALID_EDGE_SOURCE", + severity="error", + location=f"edge {i}", + suggestion=f"Add node '{edge.source}' to your graph or fix the edge" + )) + + if edge.target not in node_id_set: + errors.append(ValidationError( + message=f"Edge {i}: target node '{edge.target}' does not exist", + code="INVALID_EDGE_TARGET", + severity="error", + location=f"edge {i}", + suggestion=f"Add node '{edge.target}' to your graph or fix the edge" + )) + + # Check for duplicate edges (if not multigraph) + if not graph.multigraph: + edge_set = set() + for i, edge in enumerate(graph.edges): + if graph.directed: + edge_key = (edge.source, edge.target) + else: + # For undirected, (A,B) same as (B,A) + edge_key = tuple(sorted([edge.source, edge.target])) + + if edge_key in edge_set: + errors.append(ValidationError( + message=f"Duplicate edge: {edge.source} → {edge.target}", + code="DUPLICATE_EDGE", + severity="error", + location=f"edge {i}", + suggestion="Remove duplicate edges or set multigraph=true" + )) + edge_set.add(edge_key) + + # Validate edge weights + if graph.weighted: + for i, edge in enumerate(graph.edges): + if edge.weight is None: + errors.append(ValidationError( + message=f"Edge {edge.source} → {edge.target}: weight is missing", + code="MISSING_WEIGHT", + severity="error", + location=f"edge {i}", + suggestion="Add a weight value to this edge" + )) + elif not isinstance(edge.weight, (int, float)): + errors.append(ValidationError( + message=f"Edge {edge.source} → {edge.target}: weight must be a number", + code="INVALID_WEIGHT", + severity="error", + location=f"edge {i}" + )) + + # Validate capacities and flows (for flow networks) + for i, edge in enumerate(graph.edges): + if edge.capacity is not None: + if not isinstance(edge.capacity, (int, float)) or edge.capacity < 0: + errors.append(ValidationError( + message=f"Edge {edge.source} → {edge.target}: capacity must be non-negative", + code="INVALID_CAPACITY", + severity="error", + location=f"edge {i}" + )) + + if edge.flow is not None: + if not isinstance(edge.flow, (int, float)) or edge.flow < 0: + errors.append(ValidationError( + message=f"Edge {edge.source} → {edge.target}: flow must be non-negative", + code="INVALID_FLOW", + severity="error", + location=f"edge {i}" + )) + + if edge.capacity is not None and edge.flow > edge.capacity: + errors.append(ValidationError( + message=f"Edge {edge.source} → {edge.target}: flow ({edge.flow}) exceeds capacity ({edge.capacity})", + code="FLOW_EXCEEDS_CAPACITY", + severity="error", + location=f"edge {i}", + suggestion="Flow cannot exceed edge capacity" + )) + + return errors - The way you wish to structure you code (all in this function, or - split into many) is entirely up to you. + +def find_graph_warnings(graph: Graph) -> List[ValidationError]: + """ + Find potential issues that are warnings (not blocking errors). + + Checks: + - Isolated nodes (no edges) + - Self-loops + - Weighted graph with all weights = 1 + - Disconnected components + """ + warnings = [] + + if not graph.nodes: + return warnings + + # Build adjacency info + node_edges = {node.id: [] for node in graph.nodes} + for edge in graph.edges: + if edge.source in node_edges: + node_edges[edge.source].append(edge) + if edge.target in node_edges and not graph.directed: + node_edges[edge.target].append(edge) + + # Check for isolated nodes + isolated = [nid for nid, edges in node_edges.items() if not edges] + if isolated: + if len(isolated) == 1: + warnings.append(ValidationError( + message=f"Node '{isolated[0]}' is isolated (no edges connected)", + code="ISOLATED_NODE", + severity="warning", + suggestion="Is this intentional? Consider connecting it or removing it" + )) + else: + warnings.append(ValidationError( + message=f"{len(isolated)} nodes are isolated: {', '.join(isolated[:5])}{'...' if len(isolated) > 5 else ''}", + code="ISOLATED_NODES", + severity="warning", + suggestion="These nodes have no edges. Is this intentional?" + )) + + # Check for self-loops + self_loops = [edge for edge in graph.edges if edge.source == edge.target] + if self_loops: + if len(self_loops) == 1: + warnings.append(ValidationError( + message=f"Self-loop detected: {self_loops[0].source} → {self_loops[0].source}", + code="SELF_LOOP", + severity="warning", + suggestion="Self-loops are allowed but uncommon. Is this intentional?" + )) + else: + warnings.append(ValidationError( + message=f"{len(self_loops)} self-loops detected", + code="SELF_LOOPS", + severity="warning" + )) + + # Check if weighted graph has all weights = 1 (maybe not intended to be weighted) + if graph.weighted and graph.edges: + all_weight_one = all(e.weight == 1.0 or e.weight == 1 for e in graph.edges if e.weight is not None) + if all_weight_one: + warnings.append(ValidationError( + message="All edge weights are 1 - did you mean to have an unweighted graph?", + code="TRIVIAL_WEIGHTS", + severity="warning", + suggestion="Set weighted=false if you don't need weights" + )) + + return warnings + + +def validate_answer_fields(response: Response, graph: Optional[Graph]) -> List[ValidationError]: + """ + Validate answer fields in the response. + + Checks: + - Paths reference existing nodes + - Sets reference existing nodes + - Edge lists reference existing edges """ + errors = [] + + if not graph or not graph.nodes: + return errors + + node_ids = {node.id for node in graph.nodes} + + # Check path fields + path_fields = [ + ('path', response.path), + ('cycle', response.cycle), + ('eulerian_path', response.eulerian_path), + ('hamiltonian_path', response.hamiltonian_path), + ('ordering', response.ordering), + ('topological_order', response.topological_order), + ('dfs_order', response.dfs_order), + ('bfs_order', response.bfs_order), + ] + + for field_name, field_value in path_fields: + if field_value: + invalid_nodes = [n for n in field_value if n not in node_ids] + if invalid_nodes: + errors.append(ValidationError( + message=f"{field_name}: references non-existent nodes: {', '.join(invalid_nodes[:5])}", + code="INVALID_PATH_NODES", + severity="error", + location=field_name, + suggestion="All nodes in paths must exist in the graph" + )) + + # Check set fields + set_fields = [ + ('vertex_cover', response.vertex_cover), + ('independent_set', response.independent_set), + ('clique', response.clique), + ('dominating_set', response.dominating_set), + ('articulation_points', response.articulation_points), + ('min_cut', response.min_cut), + ('tree_center', response.tree_center), + ] + + for field_name, field_value in set_fields: + if field_value: + invalid_nodes = [n for n in field_value if n not in node_ids] + if invalid_nodes: + errors.append(ValidationError( + message=f"{field_name}: references non-existent nodes: {', '.join(invalid_nodes[:5])}", + code="INVALID_SET_NODES", + severity="error", + location=field_name + )) + + # Check partitions/components + if response.partitions: + for i, partition in enumerate(response.partitions): + invalid_nodes = [n for n in partition if n not in node_ids] + if invalid_nodes: + errors.append(ValidationError( + message=f"Partition {i}: references non-existent nodes: {', '.join(invalid_nodes)}", + code="INVALID_PARTITION_NODES", + severity="error", + location=f"partitions[{i}]" + )) + + if response.components: + for i, component in enumerate(response.components): + invalid_nodes = [n for n in component if n not in node_ids] + if invalid_nodes: + errors.append(ValidationError( + message=f"Component {i}: references non-existent nodes: {', '.join(invalid_nodes)}", + code="INVALID_COMPONENT_NODES", + severity="error", + location=f"components[{i}]" + )) + + return errors + +# ============================================================================= +# FORMATTING FUNCTIONS +# ============================================================================= + +def format_errors_for_preview(errors: List[ValidationError], max_errors: int = 5) -> str: + """ + Format validation errors into a human-readable string for preview feedback. + """ + if not errors: + return "" + + # Separate errors by severity + critical_errors = [e for e in errors if e.severity == "error"] + warnings = [e for e in errors if e.severity == "warning"] + + lines = [] + + if critical_errors: + if len(critical_errors) == 1: + lines.append("There's an issue with your graph that needs to be fixed:") + else: + lines.append(f"There are {len(critical_errors)} issues with your graph that need to be fixed:") + lines.append("") + + for i, err in enumerate(critical_errors[:max_errors], 1): + lines.append(f" {i}. {err.message}") + if err.suggestion: + lines.append(f" >> {err.suggestion}") + lines.append("") + + if len(critical_errors) > max_errors: + lines.append(f" ... and {len(critical_errors) - max_errors} more issue(s)") + + if warnings: + if lines: + lines.append("") + lines.append("Some things to consider (not blocking, but worth checking):") + lines.append("") + for i, warn in enumerate(warnings[:max_errors], 1): + lines.append(f" - {warn.message}") + if warn.suggestion: + lines.append(f" >> {warn.suggestion}") + + if len(warnings) > max_errors: + lines.append(f" ... and {len(warnings) - max_errors} more suggestion(s)") + + return "\n".join(lines) + + +def errors_to_dict_list(errors: List[ValidationError]) -> List[Dict]: + """Convert ValidationError objects to dictionaries for JSON serialization.""" + return [ + { + "message": e.message, + "code": e.code, + "severity": e.severity, + "location": e.location, + "suggestion": e.suggestion + } + for e in errors + ] + + +def format_graph_text(graph: Graph) -> str: + """Format a graph as readable text.""" + lines = [] + + # Graph properties + graph_type = "Directed" if graph.directed else "Undirected" + weighted = " Weighted" if graph.weighted else "" + lines.append(f"{graph_type}{weighted} Graph") + + if graph.name: + lines.append(f"Name: {graph.name}") + + # Nodes + lines.append(f"\nNodes ({len(graph.nodes)}):") + for node in graph.nodes: + node_info = f" {node.id}" + if node.label and node.label != node.id: + node_info += f" (label: {node.label})" + if node.partition is not None: + node_info += f" [partition {node.partition}]" + if node.color is not None: + node_info += f" [color {node.color}]" + if node.weight is not None: + node_info += f" [weight {node.weight}]" + lines.append(node_info) + + # Edges + lines.append(f"\nEdges ({len(graph.edges)}):") + for edge in graph.edges: + arrow = " → " if graph.directed else " — " + edge_info = f" {edge.source}{arrow}{edge.target}" + if edge.weight and edge.weight != 1.0: + edge_info += f" (weight: {edge.weight})" + if edge.capacity is not None: + edge_info += f" (capacity: {edge.capacity})" + if edge.flow is not None: + edge_info += f" (flow: {edge.flow})" + lines.append(edge_info) + + return "\n".join(lines) + + +def format_graph_latex(graph: Graph) -> str: + """Format a graph as LaTeX representation.""" + lines = [] + + # Graph description + graph_type = "\\text{Directed}" if graph.directed else "\\text{Undirected}" + weighted = "\\text{ Weighted}" if graph.weighted else "" + lines.append(f"{graph_type}{weighted}") + + # Nodes in set notation + node_ids = ", ".join([f"{node.id}" for node in graph.nodes]) + lines.append(f"V = \\{{{node_ids}\\}}") + + # Edges in set notation + if graph.edges: + arrow = "\\to" if graph.directed else "-" + edge_list = [] + for edge in graph.edges: + if edge.weight and edge.weight != 1.0: + edge_list.append(f"({edge.source} {arrow} {edge.target}, {edge.weight})") + else: + edge_list.append(f"{edge.source} {arrow} {edge.target}") + edges_str = ", ".join(edge_list) + lines.append(f"E = \\{{{edges_str}\\}}") + else: + lines.append(f"E = \\emptyset") + + return "\\\\".join(lines) + + +def format_answer_text(response: Response) -> str: + """Format student answers as readable text.""" + lines = [] + + # Boolean answers + bool_fields = [ + ("is_connected", "Connected"), + ("is_bipartite", "Bipartite"), + ("is_tree", "Tree"), + ("is_planar", "Planar"), + ("has_cycle", "Has Cycle"), + ("is_dag", "DAG"), + ("has_eulerian_path", "Has Eulerian Path"), + ("has_eulerian_circuit", "Has Eulerian Circuit"), + ("has_hamiltonian_path", "Has Hamiltonian Path"), + ("has_hamiltonian_circuit", "Has Hamiltonian Circuit"), + ] + + for field, label in bool_fields: + value = getattr(response, field, None) + if value is not None: + lines.append(f"{label}: {'Yes' if value else 'No'}") + + # Path answers + path_fields = [ + ("path", "Path"), + ("cycle", "Cycle"), + ("eulerian_path", "Eulerian Path"), + ("hamiltonian_path", "Hamiltonian Path"), + ("ordering", "Ordering"), + ("dfs_order", "DFS Order"), + ("bfs_order", "BFS Order"), + ("topological_order", "Topological Order"), + ] + + for field, label in path_fields: + value = getattr(response, field, None) + if value is not None: + lines.append(f"{label}: {' → '.join(value)}") + + # Numeric answers + numeric_fields = [ + ("distance", "Distance"), + ("flow_value", "Max Flow"), + ("chromatic_number", "Chromatic Number"), + ("num_components", "Number of Components"), + ("mst_weight", "MST Weight"), + ("diameter", "Diameter"), + ("girth", "Girth"), + ] + + for field, label in numeric_fields: + value = getattr(response, field, None) + if value is not None: + lines.append(f"{label}: {value}") + + # Set answers + if response.partitions: + parts = " | ".join(["{" + ", ".join(p) + "}" for p in response.partitions]) + lines.append(f"Partitions: {parts}") + + if response.components: + comps = " | ".join(["{" + ", ".join(c) + "}" for c in response.components]) + lines.append(f"Components: {comps}") + + if response.coloring: + colors = ", ".join([f"{node}:{color}" for node, color in response.coloring.items()]) + lines.append(f"Coloring: {{{colors}}}") + + if response.matching: + matches = ", ".join([f"({u},{v})" for u, v in response.matching]) + lines.append(f"Matching: {{{matches}}}") + + if response.vertex_cover: + lines.append(f"Vertex Cover: {{{', '.join(response.vertex_cover)}}}") + + if response.independent_set: + lines.append(f"Independent Set: {{{', '.join(response.independent_set)}}}") + + if response.clique: + lines.append(f"Clique: {{{', '.join(response.clique)}}}") + + if response.articulation_points: + lines.append(f"Articulation Points: {{{', '.join(response.articulation_points)}}}") + + if response.degree_sequence: + lines.append(f"Degree Sequence: [{', '.join(map(str, response.degree_sequence))}]") + + if response.spanning_tree or response.mst: + edges = response.spanning_tree or response.mst + edge_strs = [f"{e.source}-{e.target}" for e in edges] + lines.append(f"Tree Edges: {{{', '.join(edge_strs)}}}") + + return "\n".join(lines) + + +# ============================================================================= +# MAIN PREVIEW FUNCTION +# ============================================================================= + +def preview_function(response: Any, params: Params) -> Result: + """ + Validate a student's graph response before submission. + + This function performs structural validation to catch clear errors early, + preventing students from submitting obviously invalid graphs for evaluation. + + Args: + response: Student's response (graph + answers) + params: Extra parameters: + - show_warnings (bool): Whether to show warnings (default: True) + - validate_answers (bool): Whether to validate answer fields (default: True) + + Returns: + Result with: + - preview.latex: Graph summary if valid + - preview.feedback: Error/warning messages if any + - preview.sympy: Formatted graph + structured validation data + """ + # Extract params with defaults + show_warnings = True + validate_answers = True + + if hasattr(params, 'get'): + show_warnings = params.get("show_warnings", True) + validate_answers = params.get("validate_answers", True) + elif isinstance(params, dict): + show_warnings = params.get("show_warnings", True) + validate_answers = params.get("validate_answers", True) + + # Handle empty response + if not response: + return Result( + preview=Preview( + feedback="No response provided! Please build your graph or enter your answer.", + sympy={"valid": False, "parse_error": True} + ) + ) + try: - return Result(preview=Preview(sympy=response)) - except FeedbackException as e: - return Result(preview=Preview(feedback=str(e))) + # Step 1: Parse the response + response_obj = parse_graph_response(response) + except Exception as e: - return Result(preview=Preview(feedback=str(e))) + # Failed to parse - this is a critical error + error_msg = str(e) + + # Make error message more user-friendly + if "validation error" in error_msg.lower(): + if "nodes" in error_msg.lower(): + feedback = "Your graph is missing the 'nodes' list. Every graph needs nodes!" + elif "edges" in error_msg.lower(): + feedback = "There's an issue with your edges. Each edge needs source and target nodes." + elif "directed" in error_msg.lower(): + feedback = "Your graph needs to specify if it's directed (true/false)." + else: + feedback = f"Your graph structure isn't quite right. Check your JSON format." + elif "json" in error_msg.lower(): + feedback = "Couldn't read your data. Make sure it's properly formatted JSON." + elif "no response" in error_msg.lower(): + feedback = "No response provided! Please build your graph before checking." + else: + feedback = f"There's a problem with your format: {error_msg}" + + return Result( + preview=Preview( + feedback=feedback, + sympy=str(response) + ) + ) + + # Step 2: Validate graph structure if present + all_errors: List[ValidationError] = [] + warnings: List[ValidationError] = [] + + if response_obj.graph: + # Run structural validation + structural_errors = validate_graph_structure(response_obj.graph) + all_errors.extend(structural_errors) + + # If there are structural errors, don't proceed with other checks + if structural_errors: + feedback = "Your graph has some issues that need to be fixed before submission.\n\n" + feedback += format_errors_for_preview(all_errors) + + text_output = format_graph_text(response_obj.graph) + + return Result( + preview=Preview( + feedback=feedback, + sympy=text_output + ) + ) + + # Check for warnings + if show_warnings: + graph_warnings = find_graph_warnings(response_obj.graph) + warnings.extend(graph_warnings) + + # Validate answer fields reference valid nodes + if validate_answers: + answer_errors = validate_answer_fields(response_obj, response_obj.graph) + all_errors.extend(answer_errors) + + # Step 3: Check if there are critical errors + has_errors = len(all_errors) > 0 + has_warnings = len(warnings) > 0 + + if has_errors: + # Critical errors - cannot submit + feedback = "Hold on! Your response has issues that need to be addressed.\n\n" + feedback += format_errors_for_preview(all_errors + warnings) + + text_parts = [] + if response_obj.graph: + text_parts.append(format_graph_text(response_obj.graph)) + answer_text = format_answer_text(response_obj) + if answer_text: + text_parts.append("\nAnswers:") + text_parts.append(answer_text) + sympy_output = "\n".join(text_parts) if text_parts else str(response) + + return Result( + preview=Preview( + feedback=feedback, + sympy=sympy_output + ) + ) + + # Step 4: Build success preview with formatted output + text_parts = [] + latex_parts = [] + + # Format the graph if present + if response_obj.graph: + text_parts.append(format_graph_text(response_obj.graph)) + latex_parts.append(format_graph_latex(response_obj.graph)) + + # Add graph summary + graph = response_obj.graph + graph_type = "Directed" if graph.directed else "Undirected" + if graph.weighted: + graph_type += " Weighted" + + node_word = "node" if len(graph.nodes) == 1 else "nodes" + edge_word = "edge" if len(graph.edges) == 1 else "edges" + summary = f"{graph_type} graph with {len(graph.nodes)} {node_word} and {len(graph.edges)} {edge_word}" + else: + summary = "Answer (no graph)" + + # Format any answers + answer_text = format_answer_text(response_obj) + if answer_text: + text_parts.append("\nAnswers:") + text_parts.append(answer_text) + + # Build feedback message + if has_warnings: + # Valid but with warnings + warning_feedback = format_errors_for_preview(warnings) + feedback = f"Looking good! Your response is structurally valid.\n\n" + feedback += f"Summary: {summary}\n\n" + feedback += warning_feedback + else: + feedback = f"Great! Your response is structurally valid and ready for submission.\n\n" + feedback += f"Summary: {summary}" + + # Combine text parts + sympy_output = "\n".join(text_parts) if text_parts else "Valid response" + latex_output = "\\\\".join(latex_parts) if latex_parts else summary + + return Result( + preview=Preview( + latex=latex_output, + feedback=feedback, + sympy=sympy_output + ) + ) diff --git a/evaluation_function/preview_test.py b/evaluation_function/preview_test.py index a8834a7..75dad2f 100755 --- a/evaluation_function/preview_test.py +++ b/evaluation_function/preview_test.py @@ -1,6 +1,9 @@ import unittest -from .preview import Params, preview_function +from .preview import Params, preview_function, ValidationError +from .schemas.graph import Graph, Node, Edge +from .schemas.request import Response + class TestPreviewFunction(unittest.TestCase): """ @@ -21,9 +24,333 @@ class TestPreviewFunction(unittest.TestCase): as it should. """ - def test_preview(self): + def test_preview_simple_string(self): + """Test preview with simple string response.""" response, params = "A", Params() result = preview_function(response, params) self.assertIn("preview", result) self.assertIsNotNone(result["preview"]) + + def test_preview_graph(self): + """Test preview with a graph structure.""" + graph = Graph( + nodes=[ + Node(id="A", label="Node A"), + Node(id="B", label="Node B"), + Node(id="C", label="Node C"), + ], + edges=[ + Edge(source="A", target="B", weight=5), + Edge(source="B", target="C", weight=3), + Edge(source="A", target="C", weight=7), + ], + directed=False, + weighted=True, + name="Triangle Graph" + ) + + response = Response(graph=graph) + result = preview_function(response, Params()) + + self.assertIn("preview", result) + preview = result["preview"] + self.assertIn("sympy", preview) + self.assertIn("Triangle Graph", preview["sympy"]) + self.assertIn("Nodes (3)", preview["sympy"]) + self.assertIn("Edges (3)", preview["sympy"]) + + def test_preview_path_answer(self): + """Test preview with a path answer.""" + response = Response( + path=["A", "B", "C", "D"], + distance=10.5 + ) + result = preview_function(response, Params()) + + self.assertIn("preview", result) + preview = result["preview"] + self.assertIn("sympy", preview) + self.assertIn("A → B → C → D", preview["sympy"]) + self.assertIn("Distance: 10.5", preview["sympy"]) + + def test_preview_boolean_answer(self): + """Test preview with boolean answers.""" + response = Response( + is_connected=True, + is_bipartite=False, + has_cycle=True + ) + result = preview_function(response, Params()) + + self.assertIn("preview", result) + preview = result["preview"] + self.assertIn("sympy", preview) + self.assertIn("Connected: Yes", preview["sympy"]) + self.assertIn("Bipartite: No", preview["sympy"]) + self.assertIn("Has Cycle: Yes", preview["sympy"]) + + def test_preview_graph_and_answers(self): + """Test preview with both graph and answers.""" + graph = Graph( + nodes=[Node(id="1"), Node(id="2"), Node(id="3")], + edges=[Edge(source="1", target="2"), Edge(source="2", target="3")], + directed=True + ) + + response = Response( + graph=graph, + is_dag=True, + topological_order=["1", "2", "3"] + ) + result = preview_function(response, Params()) + + self.assertIn("preview", result) + preview = result["preview"] + self.assertIn("sympy", preview) + self.assertIn("Directed Graph", preview["sympy"]) + self.assertIn("DAG: Yes", preview["sympy"]) + self.assertIn("Topological Order: 1 → 2 → 3", preview["sympy"]) + + def test_preview_coloring(self): + """Test preview with graph coloring.""" + response = Response( + coloring={"A": 0, "B": 1, "C": 0, "D": 2}, + chromatic_number=3 + ) + result = preview_function(response, Params()) + + self.assertIn("preview", result) + preview = result["preview"] + self.assertIn("sympy", preview) + self.assertIn("Chromatic Number: 3", preview["sympy"]) + + def test_preview_sets(self): + """Test preview with set-based answers.""" + response = Response( + components=[["A", "B", "C"], ["D", "E"]], + vertex_cover=["A", "C", "D"] + ) + result = preview_function(response, Params()) + + self.assertIn("preview", result) + preview = result["preview"] + self.assertIn("sympy", preview) + self.assertIn("Components:", preview["sympy"]) + self.assertIn("Vertex Cover:", preview["sympy"]) + + def test_preview_empty_response(self): + """Test preview with empty response.""" + result = preview_function(None, Params()) + + self.assertIn("preview", result) + preview = result["preview"] + self.assertEqual(preview.get("sympy", ""), "") + + def test_preview_directed_weighted_graph(self): + """Test preview with directed weighted graph.""" + graph = Graph( + nodes=[ + Node(id="s", label="Source"), + Node(id="t", label="Target"), + ], + edges=[ + Edge(source="s", target="t", weight=10, capacity=15, flow=8), + ], + directed=True, + weighted=True + ) + + response = Response(graph=graph) + result = preview_function(response, Params()) + + self.assertIn("preview", result) + preview = result["preview"] + self.assertIn("sympy", preview) + self.assertIn("Directed Weighted Graph", preview["sympy"]) + self.assertIn("capacity: 15", preview["sympy"]) + self.assertIn("flow: 8", preview["sympy"]) + self.assertIn("feedback", preview) + self.assertIn("valid", preview["feedback"].lower()) + + def test_validation_duplicate_nodes(self): + """Test validation catches duplicate node IDs.""" + graph = Graph( + nodes=[ + Node(id="A"), + Node(id="B"), + Node(id="A"), # Duplicate! + ], + edges=[], + directed=False + ) + + response = Response(graph=graph) + result = preview_function(response, Params()) + + preview = result["preview"] + self.assertIn("feedback", preview) + self.assertIn("Duplicate node IDs", preview["feedback"]) + self.assertIn("issue", preview["feedback"].lower()) + + def test_validation_invalid_edge_source(self): + """Test validation catches edges with non-existent source nodes.""" + graph = Graph( + nodes=[Node(id="A"), Node(id="B")], + edges=[Edge(source="X", target="B")], # X doesn't exist! + directed=True + ) + + response = Response(graph=graph) + result = preview_function(response, Params()) + + preview = result["preview"] + self.assertIn("feedback", preview) + self.assertIn("does not exist", preview["feedback"]) + + def test_validation_invalid_edge_target(self): + """Test validation catches edges with non-existent target nodes.""" + graph = Graph( + nodes=[Node(id="A"), Node(id="B")], + edges=[Edge(source="A", target="Z")], # Z doesn't exist! + directed=True + ) + + response = Response(graph=graph) + result = preview_function(response, Params()) + + preview = result["preview"] + self.assertIn("feedback", preview) + self.assertIn("does not exist", preview["feedback"]) + + def test_validation_duplicate_edges(self): + """Test validation catches duplicate edges in non-multigraph.""" + graph = Graph( + nodes=[Node(id="A"), Node(id="B")], + edges=[ + Edge(source="A", target="B"), + Edge(source="A", target="B"), # Duplicate! + ], + directed=True, + multigraph=False + ) + + response = Response(graph=graph) + result = preview_function(response, Params()) + + preview = result["preview"] + self.assertIn("feedback", preview) + self.assertIn("Duplicate edge", preview["feedback"]) + + def test_validation_missing_weights(self): + """Test validation catches missing weights in weighted graph.""" + graph = Graph( + nodes=[Node(id="A"), Node(id="B")], + edges=[Edge(source="A", target="B", weight=None)], # Missing weight! + directed=False, + weighted=True + ) + + response = Response(graph=graph) + result = preview_function(response, Params()) + + preview = result["preview"] + self.assertIn("feedback", preview) + self.assertIn("weight", preview["feedback"].lower()) + + def test_validation_flow_exceeds_capacity(self): + """Test validation catches flow exceeding capacity.""" + graph = Graph( + nodes=[Node(id="s"), Node(id="t")], + edges=[Edge(source="s", target="t", capacity=10, flow=15)], # Flow > capacity! + directed=True + ) + + response = Response(graph=graph) + result = preview_function(response, Params()) + + preview = result["preview"] + self.assertIn("feedback", preview) + self.assertIn("exceeds", preview["feedback"].lower()) + + def test_warning_isolated_node(self): + """Test warning for isolated nodes.""" + graph = Graph( + nodes=[ + Node(id="A"), + Node(id="B"), + Node(id="C"), # Isolated node! + ], + edges=[Edge(source="A", target="B")], + directed=False + ) + + response = Response(graph=graph) + result = preview_function(response, Params()) + + preview = result["preview"] + self.assertIn("feedback", preview) + # Should be valid but with warning + self.assertIn("valid", preview["feedback"].lower()) + self.assertIn("isolated", preview["feedback"].lower()) + + def test_warning_self_loop(self): + """Test warning for self-loops.""" + graph = Graph( + nodes=[Node(id="A")], + edges=[Edge(source="A", target="A")], # Self-loop! + directed=True + ) + + response = Response(graph=graph) + result = preview_function(response, Params()) + + preview = result["preview"] + self.assertIn("feedback", preview) + self.assertIn("self-loop", preview["feedback"].lower()) + + def test_validation_invalid_path_nodes(self): + """Test validation of path referencing non-existent nodes.""" + graph = Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C")], + edges=[Edge(source="A", target="B"), Edge(source="B", target="C")], + directed=True + ) + + response = Response( + graph=graph, + path=["A", "B", "X"] # X doesn't exist! + ) + result = preview_function(response, Params()) + + preview = result["preview"] + self.assertIn("feedback", preview) + self.assertIn("non-existent", preview["feedback"].lower()) + + def test_valid_graph_with_success_message(self): + """Test that valid graphs get success feedback.""" + graph = Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C")], + edges=[ + Edge(source="A", target="B", weight=5), + Edge(source="B", target="C", weight=3), + ], + directed=False, + weighted=True + ) + + response = Response(graph=graph) + result = preview_function(response, Params()) + + preview = result["preview"] + self.assertIn("feedback", preview) + self.assertIn("valid", preview["feedback"].lower()) + self.assertIn("ready", preview["feedback"].lower()) + + def test_empty_response(self): + """Test handling of empty response.""" + result = preview_function(None, Params()) + + preview = result["preview"] + self.assertIn("feedback", preview) + self.assertIn("No response", preview["feedback"]) diff --git a/feedback_demo.py b/feedback_demo.py new file mode 100644 index 0000000..e287b68 --- /dev/null +++ b/feedback_demo.py @@ -0,0 +1,243 @@ +#!/usr/bin/env python3 +""" +Demonstration of the feedback system for graph-eval. + +This script shows how different types of errors generate specific feedback messages. +""" + +# Mock the lf_toolkit classes for demonstration +from typing import Any +from dataclasses import dataclass + + +@dataclass +class Params: + """Mock Params for demo.""" + pass + + +@dataclass +class Result: + """Mock Result for demo.""" + is_correct: bool + feedback: str + + def to_dict(self): + return {"is_correct": self.is_correct, "feedback": self.feedback} + + +# Mock lf_toolkit +import sys +sys.modules['lf_toolkit'] = type(sys)('lf_toolkit') +sys.modules['lf_toolkit.evaluation'] = type(sys)('lf_toolkit.evaluation') +sys.modules['lf_toolkit.evaluation'].Result = Result +sys.modules['lf_toolkit.evaluation'].Params = Params + +from evaluation_function.evaluation import evaluation_function +from evaluation_function.schemas.graph import Graph, Node, Edge +from evaluation_function.schemas.request import Response, Answer +from evaluation_function.schemas.params import EvaluationParams + + +def print_example(title: str, response: Response, answer: Answer, params: EvaluationParams): + """Helper to print evaluation results.""" + print(f"\n{'='*80}") + print(f"📝 {title}") + print('='*80) + + result = evaluation_function(response, answer, params).to_dict() + + status = "✅ CORRECT" if result["is_correct"] else "❌ INCORRECT" + print(f"\nStatus: {status}") + print(f"\nFeedback:\n{result['feedback']}") + + +def main(): + print("🎯 Graph-Eval Feedback System Demonstration") + print("="*80) + + # Example 1: Missing nodes feedback + print_example( + "Example 1: Graph with Missing Nodes", + response=Response(graph=Graph( + nodes=[Node(id="A"), Node(id="B")], + edges=[Edge(source="A", target="B")], + directed=True + )), + answer=Answer(graph=Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C")], + edges=[Edge(source="A", target="B"), Edge(source="B", target="C")], + directed=True + )), + params=EvaluationParams(evaluation_type="graph_match", feedback_level="standard", tolerance=1e-9) + ) + + # Example 2: Extra edges feedback + print_example( + "Example 2: Graph with Extra Edges", + response=Response(graph=Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C")], + edges=[ + Edge(source="A", target="B"), + Edge(source="B", target="C"), + Edge(source="A", target="C"), # Extra! + Edge(source="C", target="A") # Extra! + ], + directed=True + )), + answer=Answer(graph=Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C")], + edges=[Edge(source="A", target="B"), Edge(source="B", target="C")], + directed=True + )), + params=EvaluationParams(evaluation_type="graph_match", feedback_level="standard", tolerance=1e-9) + ) + + # Example 3: Invalid path (edge doesn't exist) + print_example( + "Example 3: Path with Non-Existent Edge", + response=Response(path=["A", "B", "D"]), + answer=Answer( + graph=Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C"), Node(id="D")], + edges=[ + Edge(source="A", target="B"), + Edge(source="B", target="C"), + Edge(source="C", target="D") + ], + directed=True + ) + ), + params=EvaluationParams(feedback_level="standard", tolerance=1e-9) + ) + + # Example 4: Invalid graph coloring (color conflict) + print_example( + "Example 4: Invalid Graph Coloring (Adjacent Nodes Same Color)", + response=Response(coloring={"A": 0, "B": 0, "C": 1, "D": 1}), + answer=Answer(graph=Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C"), Node(id="D")], + edges=[ + Edge(source="A", target="B"), # Both have color 0 - conflict! + Edge(source="B", target="C"), + Edge(source="C", target="D") # Both have color 1 - conflict! + ], + directed=False + )), + params=EvaluationParams(feedback_level="standard", tolerance=1e-9) + ) + + # Example 5: Wrong boolean answer + print_example( + "Example 5: Incorrect Boolean Answer (Standard Feedback)", + response=Response(is_bipartite=False), + answer=Answer(is_bipartite=True), + params=EvaluationParams(feedback_level="standard", tolerance=1e-9) + ) + + # Example 6: Same with minimal feedback + print_example( + "Example 6: Incorrect Boolean Answer (Minimal Feedback)", + response=Response(is_bipartite=False), + answer=Answer(is_bipartite=True), + params=EvaluationParams(feedback_level="minimal", tolerance=1e-9) + ) + + # Example 7: Same with detailed feedback + print_example( + "Example 7: Path Error (Detailed Feedback with Hints)", + response=Response(path=["A", "C"]), + answer=Answer(graph=Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C")], + edges=[Edge(source="A", target="B"), Edge(source="B", target="C")], + directed=True + )), + params=EvaluationParams(feedback_level="detailed", tolerance=1e-9) + ) + + # Example 8: Wrong numeric answer + print_example( + "Example 8: Incorrect Numeric Answer", + response=Response(chromatic_number=5), + answer=Answer(chromatic_number=3), + params=EvaluationParams(feedback_level="detailed", tolerance=1e-9) + ) + + # Example 9: Spanning tree with cycle + print_example( + "Example 9: Spanning Tree Contains a Cycle", + response=Response(spanning_tree=[ + Edge(source="A", target="B"), + Edge(source="B", target="C"), + Edge(source="C", target="A") # Creates a cycle + ]), + answer=Answer(graph=Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C")], + edges=[ + Edge(source="A", target="B"), + Edge(source="B", target="C"), + Edge(source="C", target="A") + ], + directed=False + )), + params=EvaluationParams(feedback_level="standard", tolerance=1e-9) + ) + + # Example 10: Spanning tree wrong number of edges + print_example( + "Example 10: Spanning Tree with Wrong Number of Edges", + response=Response(spanning_tree=[ + Edge(source="A", target="B") + # Missing edges! + ]), + answer=Answer(graph=Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C"), Node(id="D")], + edges=[ + Edge(source="A", target="B"), + Edge(source="B", target="C"), + Edge(source="C", target="D"), + Edge(source="A", target="D") + ], + directed=False + )), + params=EvaluationParams(feedback_level="standard", tolerance=1e-9) + ) + + # Example 11: Correct answer with standard feedback + print_example( + "Example 11: Correct Graph Match", + response=Response(graph=Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C")], + edges=[Edge(source="A", target="B"), Edge(source="B", target="C")], + directed=True + )), + answer=Answer(graph=Graph( + nodes=[Node(id="A"), Node(id="B"), Node(id="C")], + edges=[Edge(source="A", target="B"), Edge(source="B", target="C")], + directed=True + )), + params=EvaluationParams(evaluation_type="graph_match", feedback_level="standard", tolerance=1e-9) + ) + + # Example 12: Set answer with missing elements + print_example( + "Example 12: Vertex Cover Missing Elements", + response=Response(vertex_cover=["A", "B"]), + answer=Answer(vertex_cover=["A", "B", "C", "D"]), + params=EvaluationParams(feedback_level="standard", tolerance=1e-9) + ) + + print("\n" + "="*80) + print("✅ Feedback demonstration complete!") + print("="*80) + print("\n📚 Summary of Feedback Features:") + print(" • Specific error messages (missing nodes, extra edges, conflicts)") + print(" • Three feedback levels: minimal, standard, detailed") + print(" • Context-aware hints for common mistakes") + print(" • Clear indication of expected vs actual values") + print(" • Validation of graph structures, paths, colorings, and more") + print("="*80) + + +if __name__ == "__main__": + main() From bd8d745681d679ff2f620ec4858bde641558be6e Mon Sep 17 00:00:00 2001 From: hs1823 Date: Sun, 22 Feb 2026 20:26:05 +0000 Subject: [PATCH 3/9] integrated front and back end --- .github/workflows/deploy.yml | 0 .gitignore | 1 + Dockerfile | 0 README.md | 0 evaluation_function/evaluation.py | 119 ++++++++- evaluation_function/evaluation_test.py | 0 evaluation_function/fastapi.py | 328 +++++++++++++++++++++++ evaluation_function/preview.py | 163 ++++++++++-- evaluation_function/preview_test.py | 95 +++++-- poetry.lock | 345 ++++++++++++++++++------- pyproject.toml | 2 + 11 files changed, 914 insertions(+), 139 deletions(-) mode change 100755 => 100644 .github/workflows/deploy.yml mode change 100755 => 100644 Dockerfile mode change 100755 => 100644 README.md mode change 100755 => 100644 evaluation_function/evaluation.py mode change 100755 => 100644 evaluation_function/evaluation_test.py create mode 100644 evaluation_function/fastapi.py mode change 100755 => 100644 evaluation_function/preview.py mode change 100755 => 100644 evaluation_function/preview_test.py diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml old mode 100755 new mode 100644 diff --git a/.gitignore b/.gitignore index ef4165d..088ac83 100644 --- a/.gitignore +++ b/.gitignore @@ -130,6 +130,7 @@ dmypy.json # VSCode configuration .vscode +/evaluation_function_fsa # Test reports reports/ \ No newline at end of file diff --git a/Dockerfile b/Dockerfile old mode 100755 new mode 100644 diff --git a/README.md b/README.md old mode 100755 new mode 100644 diff --git a/evaluation_function/evaluation.py b/evaluation_function/evaluation.py old mode 100755 new mode 100644 index b9607f5..1cd9694 --- a/evaluation_function/evaluation.py +++ b/evaluation_function/evaluation.py @@ -7,6 +7,109 @@ from .schemas.evaluation_types import EvaluationType +# ============================================================================= +# FRONTEND FORMAT PARSER +# ============================================================================= + +def parse_frontend_graph(data: dict) -> Graph: + """ + Parse pipe-delimited frontend graph format into Graph object. + + Frontend format: + - nodes: ["id|label|x|y", ...] + - edges: ["source|target|weight|label", ...] + - directed: boolean + - weighted: boolean + - multigraph: boolean + + Example: + { + "nodes": ["city1|New York|120|180"], + "edges": ["city1|city2|215|I-95 North"], + "directed": true, + "weighted": true, + "multigraph": false + } + + Args: + data: Dictionary with pipe-delimited node and edge strings + + Returns: + Graph object with parsed nodes and edges + """ + nodes = [] + edges = [] + + # Parse nodes: "id|label|x|y" + for node_str in data.get("nodes", []): + if not isinstance(node_str, str): + continue + + parts = node_str.split("|") + if len(parts) >= 1: + node = Node( + id=parts[0], + label=parts[1] if len(parts) > 1 else parts[0], + x=float(parts[2]) if len(parts) > 2 and parts[2] else None, + y=float(parts[3]) if len(parts) > 3 and parts[3] else None + ) + nodes.append(node) + + # Parse edges: "source|target|weight|label" + for edge_str in data.get("edges", []): + if not isinstance(edge_str, str): + continue + + parts = edge_str.split("|") + if len(parts) >= 2: + edge = Edge( + source=parts[0], + target=parts[1], + weight=float(parts[2]) if len(parts) > 2 and parts[2] and parts[2].replace('.', '').replace('-', '').isdigit() else None, + label=parts[3] if len(parts) > 3 else None + ) + edges.append(edge) + + return Graph( + nodes=nodes, + edges=edges, + directed=data.get("directed", False), + weighted=data.get("weighted", False), + multigraph=data.get("multigraph", False) + ) + + +def is_frontend_format(data: dict) -> bool: + """ + Check if the data is in frontend pipe-delimited format. + + Args: + data: Dictionary to check + + Returns: + True if data appears to be in frontend format + """ + if not isinstance(data, dict): + return False + + # Check if it has nodes field with string elements + nodes = data.get("nodes", []) + if nodes and isinstance(nodes, list) and len(nodes) > 0: + # Check if first node is a pipe-delimited string + first_node = nodes[0] + if isinstance(first_node, str) and "|" in first_node: + return True + + # Also check edges + edges = data.get("edges", []) + if edges and isinstance(edges, list) and len(edges) > 0: + first_edge = edges[0] + if isinstance(first_edge, str) and "|" in first_edge: + return True + + return False + + # ============================================================================= # FEEDBACK GENERATION HELPERS # ============================================================================= @@ -471,16 +574,26 @@ def evaluation_function( """ try: - # Parse inputs + # Parse inputs - handle both frontend pipe-delimited and standard formats if isinstance(response, dict): - response_obj = Response(**response) + # Check if it's frontend pipe-delimited format + if is_frontend_format(response): + parsed_graph = parse_frontend_graph(response) + response_obj = Response(graph=parsed_graph) + else: + response_obj = Response(**response) elif isinstance(response, Response): response_obj = response else: return Result(is_correct=False, feedback="Invalid response format") if isinstance(answer, dict): - answer_obj = Answer(**answer) + # Check if it's frontend pipe-delimited format + if is_frontend_format(answer): + parsed_graph = parse_frontend_graph(answer) + answer_obj = Answer(graph=parsed_graph) + else: + answer_obj = Answer(**answer) elif isinstance(answer, Answer): answer_obj = answer else: diff --git a/evaluation_function/evaluation_test.py b/evaluation_function/evaluation_test.py old mode 100755 new mode 100644 diff --git a/evaluation_function/fastapi.py b/evaluation_function/fastapi.py new file mode 100644 index 0000000..fc0540b --- /dev/null +++ b/evaluation_function/fastapi.py @@ -0,0 +1,328 @@ +""" +FastAPI endpoint for local testing of graph evaluation function. + +This provides a REST API for testing the evaluation function locally +before deploying to Lambda Feedback. + +Run with: + uvicorn evaluation_function.api:app --reload + +Then test at: + http://localhost:8000/docs +""" + +from fastapi import FastAPI, HTTPException +from fastapi.middleware.cors import CORSMiddleware +from typing import Any +from pydantic import BaseModel + +from .schemas.graph import Graph +from .schemas.request import Response, Answer +from .schemas.params import EvaluationParams +from lf_toolkit.evaluation import Result as LFResult, Params +from .evaluation import evaluation_function +from .preview import preview_function + +app = FastAPI( + title="Graph Evaluation API", + description="API for evaluating student graph theory responses", + version="1.0.0" +) + +# ----------------------------- +# CORS Setup: allow all origins +# ----------------------------- +app.add_middleware( + CORSMiddleware, + allow_origins=["*"], # Allow all origins + allow_credentials=True, + allow_methods=["*"], # Allow all HTTP methods + allow_headers=["*"], # Allow all headers +) + + +# ----------------------------- +# Request/Response Schemas +# ----------------------------- + +class EvaluationRequest(BaseModel): + """ + Payload sent from frontend for evaluation. + + response: Student's graph/answer (dict or JSON string) + answer: Expected correct answer (dict or JSON string) + params: Evaluation parameters + """ + response: Any + answer: Any + params: Params + + +class PreviewRequest(BaseModel): + """ + Payload sent from frontend for preview. + + response: Student's graph/answer (dict or JSON string) + params: Preview parameters (optional) + """ + response: Any + params: Params = None + + +# ----------------------------- +# Helper: parse graph response +# ----------------------------- + +def validate_graph_response(value: str | dict) -> Response: + """ + Parse a graph response from string or dict into the Response model. + """ + if isinstance(value, str): + return Response.model_validate_json(value) + return Response.model_validate(value) + + +def validate_graph_answer(value: str | dict) -> Answer: + """ + Parse an answer from string or dict into the Answer model. + """ + if isinstance(value, str): + return Answer.model_validate_json(value) + return Answer.model_validate(value) + + +# ----------------------------- +# API Endpoints +# ----------------------------- + +@app.get("/") +def root(): + """ + Root endpoint - API information. + """ + return { + "name": "Graph Evaluation API", + "version": "1.0.0", + "endpoints": { + "evaluate": "/evaluate/graph", + "preview": "/preview/graph", + "docs": "/docs", + "health": "/health" + } + } + + +@app.get("/health") +def health_check(): + """ + Health check endpoint. + """ + return {"status": "healthy", "service": "graph-eval"} + + +@app.post("/evaluate/graph") +def evaluate_graph(payload: EvaluationRequest): + """ + Evaluate a student's graph response against the expected answer. + + Returns detailed evaluation result with feedback. + + Example request: + ```json + { + "response": { + "graph": { + "nodes": [{"id": "A"}, {"id": "B"}], + "edges": [{"source": "A", "target": "B"}], + "directed": false + }, + "is_connected": true + }, + "answer": { + "is_connected": true + }, + "params": { + "evaluation_type": "connectivity", + "feedback_level": "standard" + } + } + ``` + """ + try: + # Parse student response and expected answer + student_response = validate_graph_response(payload.response) + expected_answer = validate_graph_answer(payload.answer) + + # Call the evaluation function + result = evaluation_function( + response=student_response, + answer=expected_answer, + params=payload.params + ) + + # Return the result + return { + "is_correct": result.get("is_correct", False), + "feedback": result.get("feedback", ""), + "evaluation_details": result.get("evaluation_details"), + "visualization": result.get("visualization"), + "input_data": { + "response": student_response.model_dump(), + "answer": expected_answer.model_dump() + } + } + + except Exception as e: + # Return structured HTTP error with input data + raise HTTPException( + status_code=400, + detail={ + "error": "Evaluation failed", + "message": str(e), + "type": type(e).__name__, + "received": { + "response": payload.response, + "answer": payload.answer, + "params": payload.params, + }, + }, + ) + + +@app.post("/preview/graph") +def preview_graph(payload: PreviewRequest): + """ + Preview and validate a student's graph response before submission. + + This performs structural validation and returns formatted preview. + + Example request: + ```json + { + "response": { + "graph": { + "nodes": [{"id": "A"}, {"id": "B"}, {"id": "C"}], + "edges": [ + {"source": "A", "target": "B", "weight": 5}, + {"source": "B", "target": "C", "weight": 3} + ], + "directed": false, + "weighted": true + } + }, + "params": { + "show_warnings": true, + "validate_answers": true + } + } + ``` + """ + try: + # Call the preview function + params = payload.params if payload.params else Params() + result = preview_function( + response=payload.response, + params=params + ) + + # Return the preview result + preview = result.get("preview", {}) + return { + "preview": { + "latex": preview.get("latex", ""), + "sympy": preview.get("sympy", ""), + "feedback": preview.get("feedback", "") + } + } + + except Exception as e: + # Return structured HTTP error + raise HTTPException( + status_code=400, + detail={ + "error": "Preview failed", + "message": str(e), + "type": type(e).__name__, + "received": { + "response": payload.response, + "params": payload.params, + }, + }, + ) + + +@app.post("/validate/graph") +def validate_graph(payload: PreviewRequest): + """ + Validate graph structure without full evaluation. + + Returns validation errors and warnings only. + """ + try: + from .preview import validate_graph_structure, find_graph_warnings, validate_answer_fields + + # Parse the response + response_obj = validate_graph_response(payload.response) + + if not response_obj.graph: + return { + "valid": False, + "errors": [], + "warnings": [], + "message": "No graph provided" + } + + # Run validations + errors = validate_graph_structure(response_obj.graph) + warnings = find_graph_warnings(response_obj.graph) + answer_errors = validate_answer_fields(response_obj, response_obj.graph) + + all_errors = errors + answer_errors + + return { + "valid": len(all_errors) == 0, + "errors": [ + { + "message": e.message, + "code": e.code, + "severity": e.severity, + "location": e.location, + "suggestion": e.suggestion + } + for e in all_errors + ], + "warnings": [ + { + "message": w.message, + "code": w.code, + "severity": w.severity, + "suggestion": w.suggestion + } + for w in warnings + ], + "graph_info": { + "num_nodes": len(response_obj.graph.nodes), + "num_edges": len(response_obj.graph.edges), + "directed": response_obj.graph.directed, + "weighted": response_obj.graph.weighted + } + } + + except Exception as e: + raise HTTPException( + status_code=400, + detail={ + "error": "Validation failed", + "message": str(e), + "type": type(e).__name__ + } + ) + + +# ----------------------------- +# Run with: uvicorn evaluation_function.api:app --reload +# ----------------------------- + +if __name__ == "__main__": + import uvicorn + uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/evaluation_function/preview.py b/evaluation_function/preview.py old mode 100755 new mode 100644 index d30ecea..ac82b60 --- a/evaluation_function/preview.py +++ b/evaluation_function/preview.py @@ -416,6 +416,91 @@ def errors_to_dict_list(errors: List[ValidationError]) -> List[Dict]: ] +def get_structured_graph_info(graph: Graph) -> Dict[str, Any]: + """ + Extract structured information about a graph. + + Returns a dictionary with graph properties, counts, and metadata + for programmatic use. + """ + # Build adjacency info for analysis + node_edges = {node.id: [] for node in graph.nodes} + for edge in graph.edges: + if edge.source in node_edges: + node_edges[edge.source].append(edge) + if edge.target in node_edges and not graph.directed: + node_edges[edge.target].append(edge) + + # Find isolated nodes + isolated_nodes = [nid for nid, edges in node_edges.items() if not edges] + + # Check for self-loops + has_self_loops = any(edge.source == edge.target for edge in graph.edges) + num_self_loops = sum(1 for edge in graph.edges if edge.source == edge.target) + + # Degree information + if graph.directed: + in_degrees = {node.id: 0 for node in graph.nodes} + out_degrees = {node.id: 0 for node in graph.nodes} + for edge in graph.edges: + if edge.source in out_degrees: + out_degrees[edge.source] += 1 + if edge.target in in_degrees: + in_degrees[edge.target] += 1 + + degree_info = { + "max_in_degree": max(in_degrees.values()) if in_degrees else 0, + "max_out_degree": max(out_degrees.values()) if out_degrees else 0, + "avg_in_degree": sum(in_degrees.values()) / len(in_degrees) if in_degrees else 0, + "avg_out_degree": sum(out_degrees.values()) / len(out_degrees) if out_degrees else 0, + } + else: + degrees = {node.id: len(edges) for node.id, edges in node_edges.items()} + degree_info = { + "max_degree": max(degrees.values()) if degrees else 0, + "min_degree": min(degrees.values()) if degrees else 0, + "avg_degree": sum(degrees.values()) / len(degrees) if degrees else 0, + } + + # Weight information (if weighted) + weight_info = {} + if graph.weighted and graph.edges: + weights = [e.weight for e in graph.edges if e.weight is not None] + if weights: + weight_info = { + "min_weight": min(weights), + "max_weight": max(weights), + "avg_weight": sum(weights) / len(weights), + "total_weight": sum(weights), + } + + # Capacity/flow information (if present) + flow_info = {} + capacities = [e.capacity for e in graph.edges if e.capacity is not None] + flows = [e.flow for e in graph.edges if e.flow is not None] + if capacities: + flow_info["has_capacities"] = True + flow_info["total_capacity"] = sum(capacities) + if flows: + flow_info["has_flows"] = True + flow_info["total_flow"] = sum(flows) + + return { + "directed": graph.directed, + "weighted": graph.weighted, + "multigraph": graph.multigraph, + "num_nodes": len(graph.nodes), + "num_edges": len(graph.edges), + "isolated_nodes": isolated_nodes, + "has_self_loops": has_self_loops, + "num_self_loops": num_self_loops, + "degree_info": degree_info, + "weight_info": weight_info, + "flow_info": flow_info, + "graph_name": graph.name, + } + + def format_graph_text(graph: Graph) -> str: """Format a graph as readable text.""" lines = [] @@ -623,7 +708,15 @@ def preview_function(response: Any, params: Params) -> Result: return Result( preview=Preview( feedback="No response provided! Please build your graph or enter your answer.", - sympy={"valid": False, "parse_error": True} + sympy={ + "valid": False, + "parse_error": True, + "errors": [{ + "message": "No response provided", + "code": "NO_RESPONSE", + "severity": "error" + }] + } ) ) @@ -639,23 +732,38 @@ def preview_function(response: Any, params: Params) -> Result: if "validation error" in error_msg.lower(): if "nodes" in error_msg.lower(): feedback = "Your graph is missing the 'nodes' list. Every graph needs nodes!" + error_code = "MISSING_NODES" elif "edges" in error_msg.lower(): feedback = "There's an issue with your edges. Each edge needs source and target nodes." + error_code = "INVALID_EDGES" elif "directed" in error_msg.lower(): feedback = "Your graph needs to specify if it's directed (true/false)." + error_code = "MISSING_DIRECTED" else: feedback = f"Your graph structure isn't quite right. Check your JSON format." + error_code = "INVALID_STRUCTURE" elif "json" in error_msg.lower(): feedback = "Couldn't read your data. Make sure it's properly formatted JSON." + error_code = "INVALID_JSON" elif "no response" in error_msg.lower(): feedback = "No response provided! Please build your graph before checking." + error_code = "NO_RESPONSE" else: feedback = f"There's a problem with your format: {error_msg}" + error_code = "PARSE_ERROR" return Result( preview=Preview( feedback=feedback, - sympy=str(response) + sympy={ + "valid": False, + "parse_error": True, + "errors": [{ + "message": error_msg, + "code": error_code, + "severity": "error" + }] + } ) ) @@ -673,12 +781,18 @@ def preview_function(response: Any, params: Params) -> Result: feedback = "Your graph has some issues that need to be fixed before submission.\n\n" feedback += format_errors_for_preview(all_errors) - text_output = format_graph_text(response_obj.graph) + # Build structured output with basic info + sympy_output = { + "valid": False, + "errors": errors_to_dict_list(all_errors), + "num_nodes": len(response_obj.graph.nodes), + "num_edges": len(response_obj.graph.edges), + } return Result( preview=Preview( feedback=feedback, - sympy=text_output + sympy=sympy_output ) ) @@ -701,14 +815,17 @@ def preview_function(response: Any, params: Params) -> Result: feedback = "Hold on! Your response has issues that need to be addressed.\n\n" feedback += format_errors_for_preview(all_errors + warnings) - text_parts = [] + # Build structured output + sympy_output = { + "valid": False, + "errors": errors_to_dict_list(all_errors), + "warnings": errors_to_dict_list(warnings), + } + + # Add graph info if present if response_obj.graph: - text_parts.append(format_graph_text(response_obj.graph)) - answer_text = format_answer_text(response_obj) - if answer_text: - text_parts.append("\nAnswers:") - text_parts.append(answer_text) - sympy_output = "\n".join(text_parts) if text_parts else str(response) + graph_info = get_structured_graph_info(response_obj.graph) + sympy_output.update(graph_info) return Result( preview=Preview( @@ -717,13 +834,18 @@ def preview_function(response: Any, params: Params) -> Result: ) ) - # Step 4: Build success preview with formatted output - text_parts = [] + # Step 4: Build success preview with structured output latex_parts = [] + # Build structured JSON output + sympy_output = { + "valid": True, + "errors": [], + "warnings": errors_to_dict_list(warnings), + } + # Format the graph if present if response_obj.graph: - text_parts.append(format_graph_text(response_obj.graph)) latex_parts.append(format_graph_latex(response_obj.graph)) # Add graph summary @@ -735,15 +857,13 @@ def preview_function(response: Any, params: Params) -> Result: node_word = "node" if len(graph.nodes) == 1 else "nodes" edge_word = "edge" if len(graph.edges) == 1 else "edges" summary = f"{graph_type} graph with {len(graph.nodes)} {node_word} and {len(graph.edges)} {edge_word}" + + # Add structured graph info to sympy output + graph_info = get_structured_graph_info(response_obj.graph) + sympy_output.update(graph_info) else: summary = "Answer (no graph)" - # Format any answers - answer_text = format_answer_text(response_obj) - if answer_text: - text_parts.append("\nAnswers:") - text_parts.append(answer_text) - # Build feedback message if has_warnings: # Valid but with warnings @@ -755,8 +875,7 @@ def preview_function(response: Any, params: Params) -> Result: feedback = f"Great! Your response is structurally valid and ready for submission.\n\n" feedback += f"Summary: {summary}" - # Combine text parts - sympy_output = "\n".join(text_parts) if text_parts else "Valid response" + # Set latex output latex_output = "\\\\".join(latex_parts) if latex_parts else summary return Result( diff --git a/evaluation_function/preview_test.py b/evaluation_function/preview_test.py old mode 100755 new mode 100644 index 75dad2f..9d6e9d5 --- a/evaluation_function/preview_test.py +++ b/evaluation_function/preview_test.py @@ -56,9 +56,16 @@ def test_preview_graph(self): self.assertIn("preview", result) preview = result["preview"] self.assertIn("sympy", preview) - self.assertIn("Triangle Graph", preview["sympy"]) - self.assertIn("Nodes (3)", preview["sympy"]) - self.assertIn("Edges (3)", preview["sympy"]) + sympy_data = preview["sympy"] + + # Check structured JSON format + self.assertIsInstance(sympy_data, dict) + self.assertEqual(sympy_data["valid"], True) + self.assertEqual(sympy_data["num_nodes"], 3) + self.assertEqual(sympy_data["num_edges"], 3) + self.assertEqual(sympy_data["directed"], False) + self.assertEqual(sympy_data["weighted"], True) + self.assertEqual(sympy_data["graph_name"], "Triangle Graph") def test_preview_path_answer(self): """Test preview with a path answer.""" @@ -71,8 +78,16 @@ def test_preview_path_answer(self): self.assertIn("preview", result) preview = result["preview"] self.assertIn("sympy", preview) - self.assertIn("A → B → C → D", preview["sympy"]) - self.assertIn("Distance: 10.5", preview["sympy"]) + sympy_data = preview["sympy"] + + # Check structured JSON format + self.assertIsInstance(sympy_data, dict) + self.assertEqual(sympy_data["valid"], True) + self.assertEqual(sympy_data["errors"], []) + + # Feedback should contain the path info + self.assertIn("feedback", preview) + self.assertIn("valid", preview["feedback"].lower()) def test_preview_boolean_answer(self): """Test preview with boolean answers.""" @@ -86,9 +101,12 @@ def test_preview_boolean_answer(self): self.assertIn("preview", result) preview = result["preview"] self.assertIn("sympy", preview) - self.assertIn("Connected: Yes", preview["sympy"]) - self.assertIn("Bipartite: No", preview["sympy"]) - self.assertIn("Has Cycle: Yes", preview["sympy"]) + sympy_data = preview["sympy"] + + # Check structured JSON format + self.assertIsInstance(sympy_data, dict) + self.assertEqual(sympy_data["valid"], True) + self.assertEqual(sympy_data["errors"], []) def test_preview_graph_and_answers(self): """Test preview with both graph and answers.""" @@ -108,9 +126,14 @@ def test_preview_graph_and_answers(self): self.assertIn("preview", result) preview = result["preview"] self.assertIn("sympy", preview) - self.assertIn("Directed Graph", preview["sympy"]) - self.assertIn("DAG: Yes", preview["sympy"]) - self.assertIn("Topological Order: 1 → 2 → 3", preview["sympy"]) + sympy_data = preview["sympy"] + + # Check structured JSON format + self.assertIsInstance(sympy_data, dict) + self.assertEqual(sympy_data["valid"], True) + self.assertEqual(sympy_data["directed"], True) + self.assertEqual(sympy_data["num_nodes"], 3) + self.assertEqual(sympy_data["num_edges"], 2) def test_preview_coloring(self): """Test preview with graph coloring.""" @@ -123,7 +146,12 @@ def test_preview_coloring(self): self.assertIn("preview", result) preview = result["preview"] self.assertIn("sympy", preview) - self.assertIn("Chromatic Number: 3", preview["sympy"]) + sympy_data = preview["sympy"] + + # Check structured JSON format + self.assertIsInstance(sympy_data, dict) + self.assertEqual(sympy_data["valid"], True) + self.assertEqual(sympy_data["errors"], []) def test_preview_sets(self): """Test preview with set-based answers.""" @@ -136,8 +164,11 @@ def test_preview_sets(self): self.assertIn("preview", result) preview = result["preview"] self.assertIn("sympy", preview) - self.assertIn("Components:", preview["sympy"]) - self.assertIn("Vertex Cover:", preview["sympy"]) + sympy_data = preview["sympy"] + + # Check structured JSON format + self.assertIsInstance(sympy_data, dict) + self.assertEqual(sympy_data["valid"], True) def test_preview_empty_response(self): """Test preview with empty response.""" @@ -145,7 +176,14 @@ def test_preview_empty_response(self): self.assertIn("preview", result) preview = result["preview"] - self.assertEqual(preview.get("sympy", ""), "") + self.assertIn("sympy", preview) + sympy_data = preview["sympy"] + + # Check structured JSON format for error + self.assertIsInstance(sympy_data, dict) + self.assertEqual(sympy_data["valid"], False) + self.assertEqual(sympy_data["parse_error"], True) + self.assertIn("errors", sympy_data) def test_preview_directed_weighted_graph(self): """Test preview with directed weighted graph.""" @@ -167,9 +205,19 @@ def test_preview_directed_weighted_graph(self): self.assertIn("preview", result) preview = result["preview"] self.assertIn("sympy", preview) - self.assertIn("Directed Weighted Graph", preview["sympy"]) - self.assertIn("capacity: 15", preview["sympy"]) - self.assertIn("flow: 8", preview["sympy"]) + sympy_data = preview["sympy"] + + # Check structured JSON format + self.assertIsInstance(sympy_data, dict) + self.assertEqual(sympy_data["valid"], True) + self.assertEqual(sympy_data["directed"], True) + self.assertEqual(sympy_data["weighted"], True) + self.assertEqual(sympy_data["num_nodes"], 2) + self.assertEqual(sympy_data["num_edges"], 1) + self.assertIn("flow_info", sympy_data) + self.assertEqual(sympy_data["flow_info"]["has_capacities"], True) + self.assertEqual(sympy_data["flow_info"]["has_flows"], True) + self.assertIn("feedback", preview) self.assertIn("valid", preview["feedback"].lower()) @@ -290,9 +338,16 @@ def test_warning_isolated_node(self): preview = result["preview"] self.assertIn("feedback", preview) - # Should be valid but with warning + self.assertIn("sympy", preview) + sympy_data = preview["sympy"] + + # Should be valid but with warnings + self.assertEqual(sympy_data["valid"], True) + self.assertGreater(len(sympy_data["warnings"]), 0) + self.assertIn("isolated", sympy_data["warnings"][0]["message"].lower()) + + # Feedback should mention it's valid self.assertIn("valid", preview["feedback"].lower()) - self.assertIn("isolated", preview["feedback"].lower()) def test_warning_self_loop(self): """Test warning for self-loops.""" diff --git a/poetry.lock b/poetry.lock index a214f13..328a9ba 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.2 and should not be changed by hand. [[package]] name = "annotated-types" @@ -6,6 +6,7 @@ version = "0.7.0" description = "Reusable constraint types to use with typing.Annotated" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, @@ -17,6 +18,7 @@ version = "4.6.0" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.9" +groups = ["main", "dev"] files = [ {file = "anyio-4.6.0-py3-none-any.whl", hash = "sha256:c7d2e9d63e31599eeb636c8c5c03a7e108d73b345f064f1c19fdc87b79036a9a"}, {file = "anyio-4.6.0.tar.gz", hash = "sha256:137b4559cbb034c477165047febb6ff83f390fc3b20bf181c1fc0a728cb8beeb"}, @@ -28,7 +30,7 @@ sniffio = ">=1.1" [package.extras] doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] -test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.21.0b1)"] +test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.21.0b1) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\""] trio = ["trio (>=0.26.1)"] [[package]] @@ -37,6 +39,7 @@ version = "25.4.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"}, {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"}, @@ -48,6 +51,8 @@ version = "1.2.0" description = "Backport of CPython tarfile module" optional = false python-versions = ">=3.8" +groups = ["main"] +markers = "python_version == \"3.11\"" files = [ {file = "backports.tarfile-1.2.0-py3-none-any.whl", hash = "sha256:77e284d754527b01fb1e6fa8a1afe577858ebe4e9dad8919e34c862cb399bc34"}, {file = "backports_tarfile-1.2.0.tar.gz", hash = "sha256:d75e02c268746e1b8144c278978b6e98e85de6ad16f8e4b0844a154557eca991"}, @@ -63,6 +68,7 @@ version = "1.4.0" description = "A simple, correct Python build frontend" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "build-1.4.0-py3-none-any.whl", hash = "sha256:6a07c1b8eb6f2b311b96fcbdbce5dab5fe637ffda0fd83c9cac622e927501596"}, {file = "build-1.4.0.tar.gz", hash = "sha256:f1b91b925aa322be454f8330c6fb48b465da993d1e7e7e6fa35027ec49f3c936"}, @@ -75,7 +81,7 @@ pyproject_hooks = "*" [package.extras] uv = ["uv (>=0.1.18)"] -virtualenv = ["virtualenv (>=20.11)", "virtualenv (>=20.17)", "virtualenv (>=20.31)"] +virtualenv = ["virtualenv (>=20.11) ; python_version < \"3.10\"", "virtualenv (>=20.17) ; python_version >= \"3.10\" and python_version < \"3.14\"", "virtualenv (>=20.31) ; python_version >= \"3.14\""] [[package]] name = "cachecontrol" @@ -83,6 +89,7 @@ version = "0.14.4" description = "httplib2 caching for requests" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "cachecontrol-0.14.4-py3-none-any.whl", hash = "sha256:b7ac014ff72ee199b5f8af1de29d60239954f223e948196fa3d84adaffc71d2b"}, {file = "cachecontrol-0.14.4.tar.gz", hash = "sha256:e6220afafa4c22a47dd0badb319f84475d79108100d04e26e8542ef7d3ab05a1"}, @@ -104,6 +111,7 @@ version = "2026.1.4" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c"}, {file = "certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120"}, @@ -115,6 +123,8 @@ version = "2.0.0" description = "Foreign Function Interface for Python calling C code." optional = false python-versions = ">=3.9" +groups = ["main"] +markers = "platform_python_implementation != \"PyPy\" and sys_platform == \"linux\" or sys_platform == \"darwin\"" files = [ {file = "cffi-2.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44"}, {file = "cffi-2.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49"}, @@ -211,6 +221,7 @@ version = "3.4.4" description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "charset_normalizer-3.4.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e824f1492727fa856dd6eda4f7cee25f8518a12f3c4a56a74e8095695089cf6d"}, {file = "charset_normalizer-3.4.4-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4bd5d4137d500351a30687c2d3971758aac9a19208fc110ccb9d7188fbe709e8"}, @@ -333,6 +344,7 @@ version = "2.1.0" description = "Cleo allows you to create beautiful and testable command-line interfaces." optional = false python-versions = ">=3.7,<4.0" +groups = ["main"] files = [ {file = "cleo-2.1.0-py3-none-any.whl", hash = "sha256:4a31bd4dd45695a64ee3c4758f583f134267c2bc518d8ae9a29cf237d009b07e"}, {file = "cleo-2.1.0.tar.gz", hash = "sha256:0b2c880b5d13660a7ea651001fb4acb527696c01f15c9ee650f377aa543fd523"}, @@ -342,16 +354,33 @@ files = [ crashtest = ">=0.4.1,<0.5.0" 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hash = "sha256:f3817eac96fe4f65a2ebb4baa000f394e55f5fccdaf7f75250804bc58f354f73"}, +] + +[package.dependencies] +pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0" +starlette = ">=0.36.3,<0.37.0" +typing-extensions = ">=4.8.0" + +[package.extras] +all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.7)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"] + [[package]] name = "fastjsonschema" version = "2.21.2" description = "Fastest Python implementation of JSON schema" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "fastjsonschema-2.21.2-py3-none-any.whl", hash = "sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463"}, {file = "fastjsonschema-2.21.2.tar.gz", hash = "sha256:b1eb43748041c880796cd077f1a07c3d94e93ae84bba5ed36800a33554ae05de"}, @@ -513,13 +568,14 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc [[package]] name = "filelock" -version = "3.20.3" +version = "3.24.2" description = "A platform independent file lock." optional = false python-versions = ">=3.10" +groups = ["main"] files = [ - {file = "filelock-3.20.3-py3-none-any.whl", hash = "sha256:4b0dda527ee31078689fc205ec4f1c1bf7d56cf88b6dc9426c4f230e46c2dce1"}, - {file = "filelock-3.20.3.tar.gz", hash = "sha256:18c57ee915c7ec61cff0ecf7f0f869936c7c30191bb0cf406f1341778d0834e1"}, + {file = "filelock-3.24.2-py3-none-any.whl", hash = "sha256:667d7dc0b7d1e1064dd5f8f8e80bdac157a6482e8d2e02cd16fd3b6b33bd6556"}, + {file = "filelock-3.24.2.tar.gz", hash = "sha256:c22803117490f156e59fafce621f0550a7a853e2bbf4f87f112b11d469b6c81b"}, ] [[package]] @@ -528,6 +584,7 @@ version = "0.7.1" description = "A utility to find python versions on your system" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "findpython-0.7.1-py3-none-any.whl", hash = "sha256:1b78b1ff6e886cbddeffe80f8ecdbf2b8b061169bbd18b673070e26b644c51ac"}, {file = "findpython-0.7.1.tar.gz", hash = "sha256:9f29e6a3dabdb75f2b39c949772c0ed26eab15308006669f3478cdab0d867c78"}, @@ -543,6 +600,7 @@ version = "7.3.0" description = "the modular source code checker: pep8 pyflakes and co" optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "flake8-7.3.0-py2.py3-none-any.whl", hash = "sha256:b9696257b9ce8beb888cdbe31cf885c90d31928fe202be0889a7cdafad32f01e"}, {file = "flake8-7.3.0.tar.gz", hash = "sha256:fe044858146b9fc69b551a4b490d69cf960fcb78ad1edcb84e7fbb1b4a8e3872"}, @@ -559,6 +617,7 @@ version = "0.16.0" description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"}, {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"}, @@ -570,6 +629,7 @@ version = "1.0.9" description = "A minimal low-level HTTP client." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"}, {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"}, @@ -591,6 +651,7 @@ version = "0.28.1" description = "The next generation HTTP client." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"}, {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"}, @@ -603,7 +664,7 @@ httpcore = "==1.*" idna = "*" [package.extras] -brotli = ["brotli", "brotlicffi"] +brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""] cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"] http2 = ["h2 (>=3,<5)"] socks = ["socksio (==1.*)"] @@ -615,6 +676,7 @@ version = "3.11" description = "Internationalized Domain Names in Applications (IDNA)" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea"}, {file = "idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902"}, @@ -629,6 +691,8 @@ version = "8.7.1" description = "Read metadata from Python packages" optional = false python-versions = ">=3.9" +groups = ["main"] +markers = "python_version == \"3.11\"" files = [ {file = "importlib_metadata-8.7.1-py3-none-any.whl", hash = "sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151"}, {file = "importlib_metadata-8.7.1.tar.gz", hash = "sha256:49fef1ae6440c182052f407c8d34a68f72efc36db9ca90dc0113398f2fdde8bb"}, @@ -638,13 +702,13 @@ files = [ zipp = ">=3.20" [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=3.4)"] perf = ["ipython"] test = ["flufl.flake8", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"] -type = ["mypy (<1.19)", "pytest-mypy (>=1.0.1)"] +type = ["mypy (<1.19) ; platform_python_implementation == \"PyPy\"", "pytest-mypy (>=1.0.1)"] [[package]] name = "iniconfig" @@ -652,6 +716,7 @@ version = "2.3.0" description = "brain-dead simple config-ini parsing" optional = false python-versions = ">=3.10" +groups = ["main", "dev"] files = [ {file = "iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12"}, {file = "iniconfig-2.3.0.tar.gz", hash = "sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730"}, @@ -663,6 +728,7 @@ version = "0.7.0" description = "A library for installing Python wheels." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "installer-0.7.0-py3-none-any.whl", hash = "sha256:05d1933f0a5ba7d8d6296bb6d5018e7c94fa473ceb10cf198a92ccea19c27b53"}, {file = "installer-0.7.0.tar.gz", hash = "sha256:a26d3e3116289bb08216e0d0f7d925fcef0b0194eedfa0c944bcaaa106c4b631"}, @@ -674,6 +740,7 @@ version = "3.4.0" description = "Utility functions for Python class constructs" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "jaraco.classes-3.4.0-py3-none-any.whl", hash = "sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790"}, {file = "jaraco.classes-3.4.0.tar.gz", hash = "sha256:47a024b51d0239c0dd8c8540c6c7f484be3b8fcf0b2d85c13825780d3b3f3acd"}, @@ -692,6 +759,7 @@ version = "6.1.0" description = "Useful decorators and context managers" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "jaraco_context-6.1.0-py3-none-any.whl", hash = "sha256:a43b5ed85815223d0d3cfdb6d7ca0d2bc8946f28f30b6f3216bda070f68badda"}, {file = "jaraco_context-6.1.0.tar.gz", hash = "sha256:129a341b0a85a7db7879e22acd66902fda67882db771754574338898b2d5d86f"}, @@ -701,12 +769,12 @@ files = [ "backports.tarfile" = {version = "*", markers = "python_version < \"3.12\""} [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=3.4)"] test = ["jaraco.test (>=5.6.0)", "portend", "pytest (>=6,!=8.1.*)"] -type = ["mypy (<1.19)", "pytest-mypy (>=1.0.1)"] +type = ["mypy (<1.19) ; platform_python_implementation == \"PyPy\"", "pytest-mypy (>=1.0.1)"] [[package]] name = "jaraco-functools" @@ -714,6 +782,7 @@ version = "4.4.0" description = "Functools like those found in stdlib" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "jaraco_functools-4.4.0-py3-none-any.whl", hash = "sha256:9eec1e36f45c818d9bf307c8948eb03b2b56cd44087b3cdc989abca1f20b9176"}, {file = "jaraco_functools-4.4.0.tar.gz", hash = "sha256:da21933b0417b89515562656547a77b4931f98176eb173644c0d35032a33d6bb"}, @@ -723,12 +792,12 @@ files = [ more_itertools = "*" [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=3.4)"] test = ["jaraco.classes", "pytest (>=6,!=8.1.*)"] -type = ["mypy (<1.19)", "pytest-mypy (>=1.0.1)"] +type = ["mypy (<1.19) ; platform_python_implementation == \"PyPy\"", "pytest-mypy (>=1.0.1)"] [[package]] name = "jeepney" @@ -736,13 +805,15 @@ version = "0.9.0" description = "Low-level, pure Python DBus protocol wrapper." optional = false python-versions = ">=3.7" +groups = ["main"] +markers = "sys_platform == \"linux\"" files = [ {file = "jeepney-0.9.0-py3-none-any.whl", hash = "sha256:97e5714520c16fc0a45695e5365a2e11b81ea79bba796e26f9f1d178cb182683"}, {file = "jeepney-0.9.0.tar.gz", hash = "sha256:cf0e9e845622b81e4a28df94c40345400256ec608d0e55bb8a3feaa9163f5732"}, ] [package.extras] -test = ["async-timeout", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"] +test = ["async-timeout ; python_version < \"3.11\"", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"] trio = ["trio"] [[package]] @@ -751,6 +822,7 @@ version = "5.0.9" description = "Process JSON-RPC requests" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "jsonrpcserver-5.0.9.tar.gz", hash = "sha256:a71fb2cfa18541c80935f60987f92755d94d74141248c7438847b96eee5c4482"}, ] @@ -768,6 +840,7 @@ version = "4.26.0" description = "An implementation of JSON Schema validation for Python" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "jsonschema-4.26.0-py3-none-any.whl", hash = "sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce"}, {file = "jsonschema-4.26.0.tar.gz", hash = "sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326"}, @@ -775,7 +848,7 @@ files = [ [package.dependencies] attrs = ">=22.2.0" -jsonschema-specifications = ">=2023.03.6" +jsonschema-specifications = ">=2023.3.6" referencing = ">=0.28.4" rpds-py = ">=0.25.0" @@ -789,6 +862,7 @@ version = "2025.9.1" description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "jsonschema_specifications-2025.9.1-py3-none-any.whl", hash = "sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe"}, {file = "jsonschema_specifications-2025.9.1.tar.gz", hash = "sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d"}, @@ -803,6 +877,7 @@ version = "25.7.0" description = "Store and access your passwords safely." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "keyring-25.7.0-py3-none-any.whl", hash = "sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f"}, {file = "keyring-25.7.0.tar.gz", hash = "sha256:fe01bd85eb3f8fb3dd0405defdeac9a5b4f6f0439edbb3149577f244a2e8245b"}, @@ -818,7 +893,7 @@ pywin32-ctypes = {version = ">=0.2.0", markers = "sys_platform == \"win32\""} SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""} [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] completion = ["shtab (>=1.1.0)"] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] @@ -832,6 +907,7 @@ version = "0.0.1" description = "" optional = false python-versions = "^3.11" +groups = ["main"] files = [] develop = false @@ -861,6 +937,7 @@ version = "0.7.0" description = "McCabe checker, plugin for flake8" optional = false python-versions = ">=3.6" +groups = ["dev"] files = [ {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"}, {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"}, @@ -872,6 +949,7 @@ version = "10.8.0" description = "More routines for operating on iterables, beyond itertools" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "more_itertools-10.8.0-py3-none-any.whl", hash = "sha256:52d4362373dcf7c52546bc4af9a86ee7c4579df9a8dc268be0a2f949d376cc9b"}, {file = "more_itertools-10.8.0.tar.gz", hash = "sha256:f638ddf8a1a0d134181275fb5d58b086ead7c6a72429ad725c67503f13ba30bd"}, @@ -883,6 +961,7 @@ version = "1.3.0" description = "Python library for arbitrary-precision floating-point arithmetic" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"}, {file = "mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"}, @@ -891,7 +970,7 @@ files = [ [package.extras] develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"] docs = ["sphinx"] -gmpy = ["gmpy2 (>=2.1.0a4)"] +gmpy = ["gmpy2 (>=2.1.0a4) ; platform_python_implementation != \"PyPy\""] tests = ["pytest (>=4.6)"] [[package]] @@ -900,6 +979,7 @@ version = "1.1.2" description = "MessagePack serializer" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "msgpack-1.1.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0051fffef5a37ca2cd16978ae4f0aef92f164df86823871b5162812bebecd8e2"}, {file = "msgpack-1.1.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a605409040f2da88676e9c9e5853b3449ba8011973616189ea5ee55ddbc5bc87"}, @@ -971,6 +1051,7 @@ version = "0.6.3" description = "OSlash (Ø) for Python 3.8+" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "OSlash-0.6.3-py3-none-any.whl", hash = "sha256:89b978443b7db3ac2666106bdc3680add3c886a6d8fcdd02fd062af86d29494f"}, {file = "OSlash-0.6.3.tar.gz", hash = "sha256:868aeb58a656f2ed3b73d9dd6abe387b20b74fc9413d3e8653b615b15bf728f3"}, @@ -985,6 +1066,7 @@ version = "26.0" description = "Core utilities for Python packages" optional = false python-versions = ">=3.8" +groups = ["main", "dev"] files = [ {file = "packaging-26.0-py3-none-any.whl", hash = "sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529"}, {file = "packaging-26.0.tar.gz", hash = "sha256:00243ae351a257117b6a241061796684b084ed1c516a08c48a3f7e147a9d80b4"}, @@ -992,13 +1074,14 @@ files = [ [[package]] name = "pbs-installer" -version = "2026.1.27" +version = "2026.2.11" description = "Installer for Python Build Standalone" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ - {file = "pbs_installer-2026.1.27-py3-none-any.whl", hash = "sha256:0dca848f5192259e22342be0e9e67d7c12acdf8b422ca294bb9c55779a7293c4"}, - {file = "pbs_installer-2026.1.27.tar.gz", hash = "sha256:9abb95545d99a5f4c761fe042a4bdfdcadc635f3498792a17bd62ad7b2c4aafd"}, + {file = 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python-versions = ">=3.10" +groups = ["main"] files = [ - {file = "platformdirs-4.5.1-py3-none-any.whl", hash = "sha256:d03afa3963c806a9bed9d5125c8f4cb2fdaf74a55ab60e5d59b3fde758104d31"}, - {file = "platformdirs-4.5.1.tar.gz", hash = "sha256:61d5cdcc6065745cdd94f0f878977f8de9437be93de97c1c12f853c9c0cdcbda"}, + {file = "platformdirs-4.9.2-py3-none-any.whl", hash = "sha256:9170634f126f8efdae22fb58ae8a0eaa86f38365bc57897a6c4f781d1f5875bd"}, + {file = "platformdirs-4.9.2.tar.gz", hash = "sha256:9a33809944b9db043ad67ca0db94b14bf452cc6aeaac46a88ea55b26e2e9d291"}, ] -[package.extras] -docs = ["furo (>=2025.9.25)", "proselint (>=0.14)", "sphinx (>=8.2.3)", "sphinx-autodoc-typehints (>=3.2)"] -test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.4.2)", "pytest-cov (>=7)", "pytest-mock (>=3.15.1)"] -type = ["mypy (>=1.18.2)"] - [[package]] name = "pluggy" version = "1.6.0" description = "plugin and hook calling mechanisms for python" optional = false python-versions = ">=3.9" +groups = ["main", "dev"] files = [ {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"}, {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"}, @@ -1061,6 +1142,7 @@ version = "2.3.2" description = "Python dependency management and packaging made easy." optional = false python-versions = "<4.0,>=3.10" +groups = ["main"] files = [ {file = "poetry-2.3.2-py3-none-any.whl", hash = "sha256:4b64412c61b4de2c7268ffebbde7d564b655a37d29c2cd82bf1b52f15c8066b4"}, {file = "poetry-2.3.2.tar.gz", hash = "sha256:6e81526ae99a4f07f75174600bfe8b73e74c786dc18c9d1ce1800dd6f807414b"}, @@ -1095,6 +1177,7 @@ version = "2.3.1" description = "Poetry PEP 517 Build Backend" optional = false python-versions = "<4.0,>=3.10" +groups = ["main"] files = [ {file = "poetry_core-2.3.1-py3-none-any.whl", hash = "sha256:db1cf63b782570deb38bfba61e2304a553eef0740dc17959a50cc0f5115ee634"}, {file = "poetry_core-2.3.1.tar.gz", hash = "sha256:96f791d5d7d4e040f3983d76779425cf9532690e2756a24fd5ca0f86af19ef82"}, @@ -1106,6 +1189,7 @@ version = "1.10.0" description = "Poetry plugin to export the dependencies to various formats" optional = false python-versions = "<4.0,>=3.10" +groups = ["main"] files = [ {file = "poetry_plugin_export-1.10.0-py3-none-any.whl", hash = "sha256:fb9b61332718fb91c8d9399edb00fd73cf99de37506adf617fbdf55079bab223"}, {file = "poetry_plugin_export-1.10.0.tar.gz", hash = "sha256:26ef9df924cd874a825d92d6bc01a5a869a4a28d2f2ebba61d3b5b19c60120f0"}, @@ -1122,6 +1206,7 @@ version = "2.14.0" description = "Python style guide checker" optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "pycodestyle-2.14.0-py2.py3-none-any.whl", hash = "sha256:dd6bf7cb4ee77f8e016f9c8e74a35ddd9f67e1d5fd4184d86c3b98e07099f42d"}, {file = "pycodestyle-2.14.0.tar.gz", hash = "sha256:c4b5b517d278089ff9d0abdec919cd97262a3367449ea1c8b49b91529167b783"}, @@ -1133,6 +1218,8 @@ version = "3.0" description = "C parser in Python" optional = false python-versions = ">=3.10" +groups = ["main"] +markers = "(platform_python_implementation != \"PyPy\" and sys_platform == \"linux\" or sys_platform == \"darwin\") and implementation_name != \"PyPy\"" files = [ {file = "pycparser-3.0-py3-none-any.whl", hash = "sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992"}, {file = "pycparser-3.0.tar.gz", hash = "sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29"}, @@ -1144,6 +1231,7 @@ version = "2.12.5" description = "Data validation using Python type hints" optional = false python-versions = ">=3.9" +groups = ["main", "dev"] files = [ {file = "pydantic-2.12.5-py3-none-any.whl", hash = "sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d"}, {file = "pydantic-2.12.5.tar.gz", hash = "sha256:4d351024c75c0f085a9febbb665ce8c0c6ec5d30e903bdb6394b7ede26aebb49"}, @@ -1157,7 +1245,7 @@ typing-inspection = ">=0.4.2" [package.extras] email = ["email-validator (>=2.0.0)"] -timezone = ["tzdata"] +timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""] [[package]] name = "pydantic-core" @@ -1165,6 +1253,7 @@ version = "2.41.5" description = "Core functionality for Pydantic validation and serialization" optional = false python-versions = ">=3.9" +groups = ["main", "dev"] files = [ {file = "pydantic_core-2.41.5-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:77b63866ca88d804225eaa4af3e664c5faf3568cea95360d21f4725ab6e07146"}, {file = "pydantic_core-2.41.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dfa8a0c812ac681395907e71e1274819dec685fec28273a28905df579ef137e2"}, @@ -1298,6 +1387,7 @@ version = "3.4.0" description = "passive checker of Python programs" optional = false python-versions = ">=3.9" +groups = ["dev"] files = [ {file = "pyflakes-3.4.0-py2.py3-none-any.whl", hash = "sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f"}, {file = 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-1334,6 +1426,7 @@ version = "8.4.2" description = "pytest: simple powerful testing with Python" optional = false python-versions = ">=3.9" +groups = ["main", "dev"] files = [ {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"}, {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"}, @@ -1355,6 +1448,7 @@ version = "1.3.0" description = "Pytest support for asyncio" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "pytest_asyncio-1.3.0-py3-none-any.whl", hash = "sha256:611e26147c7f77640e6d0a92a38ed17c3e9848063698d5c93d5aa7aa11cebff5"}, {file = "pytest_asyncio-1.3.0.tar.gz", hash = "sha256:d7f52f36d231b80ee124cd216ffb19369aa168fc10095013c6b014a34d3ee9e5"}, @@ -1374,6 +1468,8 @@ version = "306" description = "Python for Window Extensions" optional = false python-versions = "*" +groups = ["main"] +markers = "sys_platform == \"win32\"" files = [ {file = "pywin32-306-cp310-cp310-win32.whl", hash = "sha256:06d3420a5155ba65f0b72f2699b5bacf3109f36acbe8923765c22938a69dfc8d"}, {file = "pywin32-306-cp310-cp310-win_amd64.whl", hash = "sha256:84f4471dbca1887ea3803d8848a1616429ac94a4a8d05f4bc9c5dcfd42ca99c8"}, @@ -1397,6 +1493,8 @@ version = "0.2.3" description = "A (partial) reimplementation of pywin32 using ctypes/cffi" optional = false python-versions = ">=3.6" +groups = ["main"] +markers = "sys_platform == \"win32\"" files = [ {file = "pywin32-ctypes-0.2.3.tar.gz", hash = "sha256:d162dc04946d704503b2edc4d55f3dba5c1d539ead017afa00142c38b9885755"}, {file = "pywin32_ctypes-0.2.3-py3-none-any.whl", hash = "sha256:8a1513379d709975552d202d942d9837758905c8d01eb82b8bcc30918929e7b8"}, @@ -1408,6 +1506,7 @@ version = "3.14.3" description = "rapid fuzzy string matching" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "rapidfuzz-3.14.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = 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"sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf"}, @@ -1540,6 +1641,7 @@ version = "1.0.0" description = "A utility belt for advanced users of python-requests" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +groups = ["main"] files = [ {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"}, {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"}, @@ -1554,6 +1656,7 @@ version = "0.30.0" description = "Python bindings to Rust's persistent data structures (rpds)" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "rpds_py-0.30.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:679ae98e00c0e8d68a7fda324e16b90fd5260945b45d3b824c892cec9eea3288"}, {file = "rpds_py-0.30.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4cc2206b76b4f576934f0ed374b10d7ca5f457858b157ca52064bdfc26b9fc00"}, @@ -1678,6 +1781,8 @@ version = "3.5.0" description = "Python bindings to FreeDesktop.org Secret Service API" optional = false python-versions = ">=3.10" +groups = ["main"] +markers = "sys_platform == \"linux\"" files = [ {file = "secretstorage-3.5.0-py3-none-any.whl", hash = "sha256:0ce65888c0725fcb2c5bc0fdb8e5438eece02c523557ea40ce0703c266248137"}, {file = "secretstorage-3.5.0.tar.gz", hash = "sha256:f04b8e4689cbce351744d5537bf6b1329c6fc68f91fa666f60a380edddcd11be"}, @@ -1693,6 +1798,7 @@ version = "1.5.4" description = "Tool to Detect Surrounding Shell" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"}, {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"}, @@ -1704,17 +1810,37 @@ version = "1.3.1" description = "Sniff out which async library your code is running under" optional = false python-versions = ">=3.7" +groups = ["main", "dev"] files = [ {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"}, {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, ] +[[package]] +name = "starlette" +version = "0.36.3" +description = "The little ASGI library that shines." +optional = false +python-versions = ">=3.8" +groups = ["dev"] +files = [ + {file = "starlette-0.36.3-py3-none-any.whl", hash = "sha256:13d429aa93a61dc40bf503e8c801db1f1bca3dc706b10ef2434a36123568f044"}, + {file = "starlette-0.36.3.tar.gz", hash = "sha256:90a671733cfb35771d8cc605e0b679d23b992f8dcfad48cc60b38cb29aeb7080"}, +] + +[package.dependencies] +anyio = ">=3.4.0,<5" + +[package.extras] +full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7)", "pyyaml"] + [[package]] name = "sympy" version = "1.14.0" description = "Computer algebra system (CAS) in Python" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "sympy-1.14.0-py3-none-any.whl", hash = "sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5"}, {file = "sympy-1.14.0.tar.gz", hash = "sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517"}, @@ -1732,6 +1858,7 @@ version = "0.14.0" description = "Style preserving TOML library" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "tomlkit-0.14.0-py3-none-any.whl", hash = "sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680"}, {file = "tomlkit-0.14.0.tar.gz", hash = "sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064"}, @@ -1743,6 +1870,7 @@ version = "2026.1.14.14" description = "Canonical source for classifiers on PyPI (pypi.org)." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "trove_classifiers-2026.1.14.14-py3-none-any.whl", hash = "sha256:1f9553927f18d0513d8e5ff80ab8980b8202ce37ecae0e3274ed2ef11880e74d"}, {file = "trove_classifiers-2026.1.14.14.tar.gz", hash = "sha256:00492545a1402b09d4858605ba190ea33243d361e2b01c9c296ce06b5c3325f3"}, @@ -1754,6 +1882,7 @@ version = "4.15.0" description = "Backported and Experimental Type Hints for Python 3.9+" optional = false python-versions = ">=3.9" +groups = ["main", "dev"] files = [ {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"}, {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"}, @@ -1765,6 +1894,7 @@ version = "0.4.2" description = "Runtime typing introspection tools" optional = false python-versions = ">=3.9" +groups = ["main", "dev"] files = [ {file = "typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7"}, {file = "typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464"}, @@ -1779,6 +1909,7 @@ version = "5.10.0" description = "Ultra fast JSON encoder and decoder for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "ujson-5.10.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2601aa9ecdbee1118a1c2065323bda35e2c5a2cf0797ef4522d485f9d3ef65bd"}, {file = "ujson-5.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:348898dd702fc1c4f1051bc3aacbf894caa0927fe2c53e68679c073375f732cf"}, @@ -1866,36 +1997,57 @@ version = "2.6.3" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "urllib3-2.6.3-py3-none-any.whl", hash = "sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4"}, {file = "urllib3-2.6.3.tar.gz", hash = "sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed"}, ] [package.extras] -brotli = ["brotli (>=1.2.0)", "brotlicffi (>=1.2.0.0)"] +brotli = ["brotli (>=1.2.0) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=1.2.0.0) ; platform_python_implementation != \"CPython\""] h2 = ["h2 (>=4,<5)"] socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] -zstd = ["backports-zstd (>=1.0.0)"] +zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""] + +[[package]] +name = "uvicorn" +version = "0.27.1" +description = "The lightning-fast ASGI server." +optional = false +python-versions = ">=3.8" +groups = ["dev"] +files = [ + {file = "uvicorn-0.27.1-py3-none-any.whl", hash = "sha256:5c89da2f3895767472a35556e539fd59f7edbe9b1e9c0e1c99eebeadc61838e4"}, + {file = "uvicorn-0.27.1.tar.gz", hash = "sha256:3d9a267296243532db80c83a959a3400502165ade2c1338dea4e67915fd4745a"}, +] + +[package.dependencies] +click = ">=7.0" +h11 = ">=0.8" + +[package.extras] +standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.13)", "websockets (>=10.4)"] [[package]] name = "virtualenv" -version = "20.36.1" +version = "20.37.0" description = "Virtual Python Environment builder" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ - {file = "virtualenv-20.36.1-py3-none-any.whl", hash = "sha256:575a8d6b124ef88f6f51d56d656132389f961062a9177016a50e4f507bbcc19f"}, - {file = "virtualenv-20.36.1.tar.gz", hash = "sha256:8befb5c81842c641f8ee658481e42641c68b5eab3521d8e092d18320902466ba"}, + {file = "virtualenv-20.37.0-py3-none-any.whl", hash = "sha256:5d3951c32d57232ae3569d4de4cc256c439e045135ebf43518131175d9be435d"}, + {file = "virtualenv-20.37.0.tar.gz", hash = "sha256:6f7e2064ed470aa7418874e70b6369d53b66bcd9e9fd5389763e96b6c94ccb7c"}, ] [package.dependencies] distlib = ">=0.3.7,<1" -filelock = {version = ">=3.20.1,<4", markers = "python_version >= \"3.10\""} +filelock = {version = ">=3.24.2,<4", markers = "python_version >= \"3.10\""} platformdirs = ">=3.9.1,<5" [package.extras] -docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"] -test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"] +docs = ["furo (>=2023.7.26)", "pre-commit-uv (>=4.1.4)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinx-autodoc-typehints (>=3.6.2)", "sphinx-copybutton (>=0.5.2)", "sphinx-inline-tabs (>=2025.12.21.14)", "sphinxcontrib-mermaid (>=2)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"] +test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"GraalVM\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "pytest-xdist (>=3.5)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""] [[package]] name = "xattr" @@ -1903,6 +2055,8 @@ version = "1.3.0" description = "Python wrapper for extended filesystem attributes" optional = false python-versions = ">=3.9" +groups = ["main"] +markers = "sys_platform == \"darwin\"" files = [ {file = "xattr-1.3.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a80c4617e08670cdc3ba71f1dbb275c1627744c5c3641280879cb3bc95a07237"}, {file = "xattr-1.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:51cdaa359f5cd2861178ae01ea3647b56dbdfd98e724a8aa3c04f77123b78217"}, @@ -1968,13 +2122,15 @@ version = "3.23.0" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.9" +groups = ["main"] +markers = "python_version == \"3.11\"" files = [ {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"}, {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"}, ] [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] @@ -1987,6 +2143,7 @@ version = "0.25.0" description = "Zstandard bindings for Python" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "zstandard-0.25.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e59fdc271772f6686e01e1b3b74537259800f57e24280be3f29c8a0deb1904dd"}, {file = "zstandard-0.25.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4d441506e9b372386a5271c64125f72d5df6d2a8e8a2a45a0ae09b03cb781ef7"}, @@ -2090,9 +2247,9 @@ files = [ ] [package.extras] -cffi = ["cffi (>=1.17,<2.0)", "cffi (>=2.0.0b)"] +cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b0) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""] [metadata] -lock-version = "2.0" +lock-version = "2.1" python-versions = "^3.11" -content-hash = "31753e2e1d84deb4de018c8e0caecf729cce2b7ca63ea59c9d3677fce3013e52" +content-hash = "29534d36ab698a91c927a90abfe1c996a1030e5d71b0cb2578a3bc1cde7d8b4f" diff --git a/pyproject.toml b/pyproject.toml index 2c3c5b0..ceaa431 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -21,6 +21,8 @@ lf_toolkit = { git = "https://github.com/lambda-feedback/toolkit-python.git", br [tool.poetry.group.dev.dependencies] pytest = "^8.2.2" flake8 = "^7.1.0" +fastapi = "^0.109.0" +uvicorn = "^0.27.0" [build-system] requires = ["poetry-core"] From b810c6cf42bf8b672d7be015abfc434ec032d68c Mon Sep 17 00:00:00 2001 From: hs1823 Date: Sun, 22 Feb 2026 20:28:44 +0000 Subject: [PATCH 4/9] syncronising saves --- .github/workflows/deploy.yml | 0 Dockerfile | 0 README.md | 0 evaluation_function/evaluation.py | 0 evaluation_function/evaluation_test.py | 0 evaluation_function/preview.py | 0 evaluation_function/preview_test.py | 0 7 files changed, 0 insertions(+), 0 deletions(-) mode change 100755 => 100644 .github/workflows/deploy.yml mode change 100755 => 100644 Dockerfile mode change 100755 => 100644 README.md mode change 100755 => 100644 evaluation_function/evaluation.py mode change 100755 => 100644 evaluation_function/evaluation_test.py mode change 100755 => 100644 evaluation_function/preview.py mode change 100755 => 100644 evaluation_function/preview_test.py diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml old mode 100755 new mode 100644 diff --git a/Dockerfile b/Dockerfile old mode 100755 new mode 100644 diff --git a/README.md b/README.md old mode 100755 new mode 100644 diff --git a/evaluation_function/evaluation.py b/evaluation_function/evaluation.py old mode 100755 new mode 100644 diff --git a/evaluation_function/evaluation_test.py b/evaluation_function/evaluation_test.py old mode 100755 new mode 100644 diff --git a/evaluation_function/preview.py b/evaluation_function/preview.py old mode 100755 new mode 100644 diff --git a/evaluation_function/preview_test.py b/evaluation_function/preview_test.py old mode 100755 new mode 100644 From 612045627606d49c8973fc18ee049a731525f4a0 Mon Sep 17 00:00:00 2001 From: Harry Date: Sun, 22 Feb 2026 21:08:55 +0000 Subject: [PATCH 5/9] feat: updated and corrected tests --- evaluation_function/evaluation.py | 55 +++++++++++++++----------- evaluation_function/evaluation_test.py | 14 +++---- evaluation_function/preview.py | 2 +- evaluation_function/schemas/params.py | 4 ++ ult | 4 ++ 5 files changed, 47 insertions(+), 32 deletions(-) create mode 100644 ult diff --git a/evaluation_function/evaluation.py b/evaluation_function/evaluation.py index 1cd9694..e78b906 100644 --- a/evaluation_function/evaluation.py +++ b/evaluation_function/evaluation.py @@ -294,9 +294,9 @@ def check_tree_edges(edges: List[Edge], graph: Graph) -> Tuple[bool, List[str]]: errors = [] n = len(graph.nodes) + # Check edge count but continue checking for other issues if len(edges) != n - 1: errors.append(f"Tree must have {n-1} edges (you provided {len(edges)})") - return False, errors # Check all edges exist in graph graph_edges = {(e.source, e.target) for e in graph.edges} @@ -325,15 +325,14 @@ def union(x, y): for edge in edges: if not union(edge.source, edge.target): errors.append(f"Edges form a cycle (edge {edge.source}—{edge.target} creates cycle)") - return False, errors # Check if all nodes are connected roots = {find(node.id) for node in graph.nodes} if len(roots) > 1: errors.append(f"Edges do not form a connected tree ({len(roots)} components)") - return False, errors - return True, errors + # Return True only if no errors + return len(errors) == 0, errors # ============================================================================= @@ -585,7 +584,7 @@ def evaluation_function( elif isinstance(response, Response): response_obj = response else: - return Result(is_correct=False, feedback="Invalid response format") + return Result(is_correct=False, feedback_items=[('error', 'Invalid response format')]) if isinstance(answer, dict): # Check if it's frontend pipe-delimited format @@ -597,7 +596,7 @@ def evaluation_function( elif isinstance(answer, Answer): answer_obj = answer else: - return Result(is_correct=False, feedback="Invalid answer format") + return Result(is_correct=False, feedback_items=[('error', 'Invalid answer format')]) if isinstance(params, dict): eval_params = EvaluationParams(**params) @@ -611,69 +610,77 @@ def evaluation_function( tolerance=1e-9 ) + # Helper to convert tuple to Result + def make_result(eval_result): + is_correct, feedback = eval_result + # Result expects feedback_items as a list of tuples + # We pass feedback as a single tuple + feedback_items = [('feedback', feedback)] if feedback else [] + return Result(is_correct=is_correct, feedback_items=feedback_items) + # Route to appropriate evaluation based on evaluation type or available fields evaluation_type = getattr(eval_params, 'evaluation_type', None) # Graph matching if evaluation_type == "graph_match" or (response_obj.graph and answer_obj.graph and not evaluation_type): - return Result(*evaluate_graph_match(response_obj, answer_obj, eval_params)) + return make_result(evaluate_graph_match(response_obj, answer_obj, eval_params)) # Boolean answers if response_obj.is_connected is not None or answer_obj.is_connected is not None: - return Result(*evaluate_boolean_answer(response_obj, answer_obj, eval_params, + return make_result(evaluate_boolean_answer(response_obj, answer_obj, eval_params, "is_connected", "Connectivity")) if response_obj.is_bipartite is not None or answer_obj.is_bipartite is not None: - return Result(*evaluate_boolean_answer(response_obj, answer_obj, eval_params, + return make_result(evaluate_boolean_answer(response_obj, answer_obj, eval_params, "is_bipartite", "Bipartite")) if response_obj.is_tree is not None or answer_obj.is_tree is not None: - return Result(*evaluate_boolean_answer(response_obj, answer_obj, eval_params, + return make_result(evaluate_boolean_answer(response_obj, answer_obj, eval_params, "is_tree", "Tree")) if response_obj.has_cycle is not None or answer_obj.has_cycle is not None: - return Result(*evaluate_boolean_answer(response_obj, answer_obj, eval_params, + return make_result(evaluate_boolean_answer(response_obj, answer_obj, eval_params, "has_cycle", "Cycle Detection")) # Path answers if response_obj.path is not None or answer_obj.path is not None: - return Result(*evaluate_path_answer(response_obj, answer_obj, eval_params, "path")) + return make_result(evaluate_path_answer(response_obj, answer_obj, eval_params, "path")) if response_obj.topological_order is not None or answer_obj.topological_order is not None: - return Result(*evaluate_path_answer(response_obj, answer_obj, eval_params, "topological_order")) + return make_result(evaluate_path_answer(response_obj, answer_obj, eval_params, "topological_order")) # Numeric answers if response_obj.distance is not None or answer_obj.distance is not None: - return Result(*evaluate_numeric_answer(response_obj, answer_obj, eval_params, + return make_result(evaluate_numeric_answer(response_obj, answer_obj, eval_params, "distance", "Distance")) if response_obj.chromatic_number is not None or answer_obj.chromatic_number is not None: - return Result(*evaluate_numeric_answer(response_obj, answer_obj, eval_params, + return make_result(evaluate_numeric_answer(response_obj, answer_obj, eval_params, "chromatic_number", "Chromatic Number")) if response_obj.flow_value is not None or answer_obj.flow_value is not None: - return Result(*evaluate_numeric_answer(response_obj, answer_obj, eval_params, + return make_result(evaluate_numeric_answer(response_obj, answer_obj, eval_params, "flow_value", "Maximum Flow")) # Coloring if response_obj.coloring is not None: - return Result(*evaluate_coloring_answer(response_obj, answer_obj, eval_params)) + return make_result(evaluate_coloring_answer(response_obj, answer_obj, eval_params)) # Set answers if response_obj.vertex_cover is not None or answer_obj.vertex_cover is not None: - return Result(*evaluate_set_answer(response_obj, answer_obj, eval_params, + return make_result(evaluate_set_answer(response_obj, answer_obj, eval_params, "vertex_cover", "Vertex Cover")) if response_obj.independent_set is not None or answer_obj.independent_set is not None: - return Result(*evaluate_set_answer(response_obj, answer_obj, eval_params, + return make_result(evaluate_set_answer(response_obj, answer_obj, eval_params, "independent_set", "Independent Set")) if response_obj.clique is not None or answer_obj.clique is not None: - return Result(*evaluate_set_answer(response_obj, answer_obj, eval_params, + return make_result(evaluate_set_answer(response_obj, answer_obj, eval_params, "clique", "Clique")) # Tree answers if response_obj.spanning_tree is not None or answer_obj.spanning_tree is not None: - return Result(*evaluate_tree_answer(response_obj, answer_obj, eval_params, "spanning_tree")) + return make_result(evaluate_tree_answer(response_obj, answer_obj, eval_params, "spanning_tree")) if response_obj.mst is not None or answer_obj.mst is not None: - return Result(*evaluate_tree_answer(response_obj, answer_obj, eval_params, "mst")) + return make_result(evaluate_tree_answer(response_obj, answer_obj, eval_params, "mst")) # Default: simple equality check is_correct = response == answer feedback = "Correct" if is_correct else "Incorrect" - return Result(is_correct=is_correct, feedback=feedback) + return Result(is_correct=is_correct, feedback_items=[('feedback', feedback)]) except Exception as e: - return Result(is_correct=False, feedback=f"Evaluation error: {str(e)}") \ No newline at end of file + return Result(is_correct=False, feedback_items=[('error', f'Evaluation error: {str(e)}')]) \ No newline at end of file diff --git a/evaluation_function/evaluation_test.py b/evaluation_function/evaluation_test.py index d6081f9..965e986 100644 --- a/evaluation_function/evaluation_test.py +++ b/evaluation_function/evaluation_test.py @@ -70,7 +70,7 @@ def test_boolean_answer_incorrect_feedback(self): """Test boolean answer provides detailed feedback.""" response = Response(is_bipartite=False) answer = Answer(is_bipartite=True) - params = EvaluationParams(feedback_level="standard", tolerance=1e-9) + params = EvaluationParams(evaluation_type="bipartite", feedback_level="standard", tolerance=1e-9) result = evaluation_function(response, answer, params).to_dict() @@ -89,7 +89,7 @@ def test_path_invalid_edge_feedback(self): response = Response(path=["A", "B", "C"]) # B→C doesn't exist answer = Answer(graph=graph) - params = EvaluationParams(feedback_level="standard", tolerance=1e-9) + params = EvaluationParams(evaluation_type="shortest_path", feedback_level="standard", tolerance=1e-9) result = evaluation_function(response, answer, params).to_dict() @@ -106,7 +106,7 @@ def test_coloring_conflict_feedback(self): response = Response(coloring={"A": 0, "B": 0, "C": 1}) # A and B adjacent with same color answer = Answer(graph=graph) - params = EvaluationParams(feedback_level="standard", tolerance=1e-9) + params = EvaluationParams(evaluation_type="graph_coloring", feedback_level="standard", tolerance=1e-9) result = evaluation_function(response, answer, params).to_dict() @@ -119,7 +119,7 @@ def test_feedback_level_minimal(self): """Test minimal feedback level provides minimal output.""" response = Response(is_connected=False) answer = Answer(is_connected=True) - params = EvaluationParams(feedback_level="minimal", tolerance=1e-9) + params = EvaluationParams(evaluation_type="connectivity", feedback_level="minimal", tolerance=1e-9) result = evaluation_function(response, answer, params).to_dict() @@ -136,7 +136,7 @@ def test_feedback_level_detailed(self): response = Response(path=["A", "B"]) answer = Answer(graph=graph) - params = EvaluationParams(feedback_level="detailed", tolerance=1e-9) + params = EvaluationParams(evaluation_type="shortest_path", feedback_level="detailed", tolerance=1e-9) result = evaluation_function(response, answer, params).to_dict() @@ -161,7 +161,7 @@ def test_spanning_tree_cycle_feedback(self): Edge(source="A", target="C") # Creates cycle ]) answer = Answer(graph=graph) - params = EvaluationParams(feedback_level="standard", tolerance=1e-9) + params = EvaluationParams(evaluation_type="spanning_tree", feedback_level="standard", tolerance=1e-9) result = evaluation_function(response, answer, params).to_dict() @@ -172,7 +172,7 @@ def test_numeric_answer_feedback(self): """Test numeric answer provides specific values in feedback.""" response = Response(chromatic_number=4) answer = Answer(chromatic_number=3) - params = EvaluationParams(feedback_level="standard", tolerance=1e-9) + params = EvaluationParams(evaluation_type="chromatic_number", feedback_level="standard", tolerance=1e-9) result = evaluation_function(response, answer, params).to_dict() diff --git a/evaluation_function/preview.py b/evaluation_function/preview.py index ac82b60..b0ec8d0 100644 --- a/evaluation_function/preview.py +++ b/evaluation_function/preview.py @@ -455,7 +455,7 @@ def get_structured_graph_info(graph: Graph) -> Dict[str, Any]: "avg_out_degree": sum(out_degrees.values()) / len(out_degrees) if out_degrees else 0, } else: - degrees = {node.id: len(edges) for node.id, edges in node_edges.items()} + degrees = {nid: len(edges) for nid, edges in node_edges.items()} degree_info = { "max_degree": max(degrees.values()) if degrees else 0, "min_degree": min(degrees.values()) if degrees else 0, diff --git a/evaluation_function/schemas/params.py b/evaluation_function/schemas/params.py index c36f221..ce44ea0 100644 --- a/evaluation_function/schemas/params.py +++ b/evaluation_function/schemas/params.py @@ -533,6 +533,10 @@ class EvaluationParams(BaseModel): 30.0, description="Global timeout for computation in seconds" ) + tolerance: float = Field( + 1e-9, + description="Numerical tolerance for comparisons" + ) class Config: extra = "allow" diff --git a/ult b/ult new file mode 100644 index 0000000..5b33d56 --- /dev/null +++ b/ult @@ -0,0 +1,4 @@ +Help on function __init__ in module lf_toolkit.evaluation.result: + +____iinniitt____(self, is_correct: bool = False, latex: str = '', simplified: str = '', feedback_items: List[Tuple[str, str]] = []) + Initialize self. See help(type(self)) for accurate signature. From ecaedd7a748cf929d06962b8de9f12988624d903 Mon Sep 17 00:00:00 2001 From: Harry Date: Sun, 22 Feb 2026 21:31:45 +0000 Subject: [PATCH 6/9] feat: updated the use of poetry --- poetry.lock | 220 ++++++++++++++++------------------------------------ 1 file changed, 68 insertions(+), 152 deletions(-) diff --git a/poetry.lock b/poetry.lock index 328a9ba..118d3d5 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.3.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. 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"sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"}, @@ -970,7 +934,7 @@ files = [ [package.extras] develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"] docs = ["sphinx"] -gmpy = ["gmpy2 (>=2.1.0a4) ; platform_python_implementation != \"PyPy\""] +gmpy = ["gmpy2 (>=2.1.0a4)"] tests = ["pytest (>=4.6)"] [[package]] @@ -979,7 +943,6 @@ version = "1.1.2" description = "MessagePack serializer" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "msgpack-1.1.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0051fffef5a37ca2cd16978ae4f0aef92f164df86823871b5162812bebecd8e2"}, {file = "msgpack-1.1.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a605409040f2da88676e9c9e5853b3449ba8011973616189ea5ee55ddbc5bc87"}, @@ -1051,7 +1014,6 @@ version = "0.6.3" description = "OSlash (Ø) for Python 3.8+" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "OSlash-0.6.3-py3-none-any.whl", hash = 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"sha256:7eb2730aaa8e2a9aa51db3871e494d058dbab64328deec1fc7bdbbc68578167f"}, @@ -1099,7 +1059,6 @@ version = "1.12.1.2" description = "Query metadata from sdists / bdists / installed packages." optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "pkginfo-1.12.1.2-py3-none-any.whl", hash = "sha256:c783ac885519cab2c34927ccfa6bf64b5a704d7c69afaea583dd9b7afe969343"}, {file = "pkginfo-1.12.1.2.tar.gz", hash = "sha256:5cd957824ac36f140260964eba3c6be6442a8359b8c48f4adf90210f33a04b7b"}, @@ -1114,7 +1073,6 @@ version = "4.9.2" description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`." optional = false python-versions = ">=3.10" -groups = ["main"] files = [ {file = "platformdirs-4.9.2-py3-none-any.whl", hash = "sha256:9170634f126f8efdae22fb58ae8a0eaa86f38365bc57897a6c4f781d1f5875bd"}, {file = "platformdirs-4.9.2.tar.gz", hash = "sha256:9a33809944b9db043ad67ca0db94b14bf452cc6aeaac46a88ea55b26e2e9d291"}, @@ -1126,7 +1084,6 @@ version = "1.6.0" description = "plugin and hook calling mechanisms for python" optional = false python-versions = ">=3.9" -groups = ["main", "dev"] files = [ {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"}, {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"}, @@ -1142,7 +1099,6 @@ version = "2.3.2" description = "Python dependency management and packaging made easy." optional = false python-versions = "<4.0,>=3.10" -groups = ["main"] files = [ {file = "poetry-2.3.2-py3-none-any.whl", hash = "sha256:4b64412c61b4de2c7268ffebbde7d564b655a37d29c2cd82bf1b52f15c8066b4"}, {file = "poetry-2.3.2.tar.gz", hash = "sha256:6e81526ae99a4f07f75174600bfe8b73e74c786dc18c9d1ce1800dd6f807414b"}, @@ -1177,7 +1133,6 @@ version = "2.3.1" description = "Poetry PEP 517 Build Backend" optional = false python-versions = "<4.0,>=3.10" -groups = ["main"] files = [ {file = "poetry_core-2.3.1-py3-none-any.whl", hash = "sha256:db1cf63b782570deb38bfba61e2304a553eef0740dc17959a50cc0f5115ee634"}, {file = "poetry_core-2.3.1.tar.gz", hash = "sha256:96f791d5d7d4e040f3983d76779425cf9532690e2756a24fd5ca0f86af19ef82"}, @@ -1189,7 +1144,6 @@ version = "1.10.0" description = "Poetry plugin to export the dependencies to various formats" optional = false python-versions = "<4.0,>=3.10" -groups = ["main"] files = [ {file = "poetry_plugin_export-1.10.0-py3-none-any.whl", hash = "sha256:fb9b61332718fb91c8d9399edb00fd73cf99de37506adf617fbdf55079bab223"}, {file = "poetry_plugin_export-1.10.0.tar.gz", hash = "sha256:26ef9df924cd874a825d92d6bc01a5a869a4a28d2f2ebba61d3b5b19c60120f0"}, @@ -1206,7 +1160,6 @@ version = "2.14.0" description = "Python style guide checker" optional = false python-versions = ">=3.9" -groups = ["dev"] files = [ {file = "pycodestyle-2.14.0-py2.py3-none-any.whl", hash = "sha256:dd6bf7cb4ee77f8e016f9c8e74a35ddd9f67e1d5fd4184d86c3b98e07099f42d"}, {file = "pycodestyle-2.14.0.tar.gz", hash = "sha256:c4b5b517d278089ff9d0abdec919cd97262a3367449ea1c8b49b91529167b783"}, @@ -1218,8 +1171,6 @@ version = "3.0" description = "C parser in Python" optional = false python-versions = ">=3.10" -groups = ["main"] -markers = "(platform_python_implementation != \"PyPy\" and sys_platform == \"linux\" or sys_platform == \"darwin\") and implementation_name != \"PyPy\"" files = [ {file = "pycparser-3.0-py3-none-any.whl", hash = "sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992"}, {file = "pycparser-3.0.tar.gz", hash = "sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29"}, @@ -1231,7 +1182,6 @@ version = "2.12.5" description = "Data validation using Python type hints" optional = false python-versions = ">=3.9" -groups = ["main", "dev"] files = [ {file = "pydantic-2.12.5-py3-none-any.whl", hash = "sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d"}, {file = "pydantic-2.12.5.tar.gz", hash = "sha256:4d351024c75c0f085a9febbb665ce8c0c6ec5d30e903bdb6394b7ede26aebb49"}, @@ -1245,7 +1195,7 @@ typing-inspection = ">=0.4.2" [package.extras] email = ["email-validator (>=2.0.0)"] -timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""] +timezone = ["tzdata"] [[package]] name = "pydantic-core" @@ -1253,7 +1203,6 @@ version = "2.41.5" description = "Core functionality for Pydantic validation and serialization" optional = false python-versions = ">=3.9" -groups = ["main", "dev"] files = [ {file = "pydantic_core-2.41.5-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:77b63866ca88d804225eaa4af3e664c5faf3568cea95360d21f4725ab6e07146"}, {file = "pydantic_core-2.41.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dfa8a0c812ac681395907e71e1274819dec685fec28273a28905df579ef137e2"}, @@ -1387,7 +1336,6 @@ version = "3.4.0" description = "passive checker of Python programs" optional = false python-versions = ">=3.9" -groups = ["dev"] files = [ {file = "pyflakes-3.4.0-py2.py3-none-any.whl", hash = "sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f"}, {file = "pyflakes-3.4.0.tar.gz", hash = "sha256:b24f96fafb7d2ab0ec5075b7350b3d2d2218eab42003821c06344973d3ea2f58"}, @@ -1399,7 +1347,6 @@ version = "2.19.2" description = "Pygments is a syntax highlighting package written in Python." optional = false python-versions = ">=3.8" -groups = ["main", "dev"] files = [ {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"}, {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"}, @@ -1414,7 +1361,6 @@ version = "1.2.0" description = "Wrappers to call pyproject.toml-based build backend hooks." optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "pyproject_hooks-1.2.0-py3-none-any.whl", hash = "sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913"}, {file = "pyproject_hooks-1.2.0.tar.gz", hash = "sha256:1e859bd5c40fae9448642dd871adf459e5e2084186e8d2c2a79a824c970da1f8"}, @@ -1426,7 +1372,6 @@ version = "8.4.2" description = "pytest: simple powerful testing with Python" optional = false python-versions = ">=3.9" -groups = ["main", "dev"] files = [ {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"}, {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"}, @@ -1448,7 +1393,6 @@ version = "1.3.0" description = "Pytest support for asyncio" optional = false python-versions = ">=3.10" -groups = ["main"] files = [ {file = "pytest_asyncio-1.3.0-py3-none-any.whl", hash = "sha256:611e26147c7f77640e6d0a92a38ed17c3e9848063698d5c93d5aa7aa11cebff5"}, {file = "pytest_asyncio-1.3.0.tar.gz", hash = "sha256:d7f52f36d231b80ee124cd216ffb19369aa168fc10095013c6b014a34d3ee9e5"}, @@ -1468,8 +1412,6 @@ version = "306" description = "Python for Window Extensions" optional = false python-versions = "*" -groups = ["main"] -markers = "sys_platform == \"win32\"" files = [ {file = "pywin32-306-cp310-cp310-win32.whl", hash = "sha256:06d3420a5155ba65f0b72f2699b5bacf3109f36acbe8923765c22938a69dfc8d"}, {file = "pywin32-306-cp310-cp310-win_amd64.whl", hash = "sha256:84f4471dbca1887ea3803d8848a1616429ac94a4a8d05f4bc9c5dcfd42ca99c8"}, @@ -1493,8 +1435,6 @@ version = "0.2.3" description = "A (partial) reimplementation of pywin32 using ctypes/cffi" optional = false python-versions = ">=3.6" -groups = ["main"] -markers = "sys_platform == \"win32\"" files = [ {file = "pywin32-ctypes-0.2.3.tar.gz", hash = "sha256:d162dc04946d704503b2edc4d55f3dba5c1d539ead017afa00142c38b9885755"}, {file = "pywin32_ctypes-0.2.3-py3-none-any.whl", hash = "sha256:8a1513379d709975552d202d942d9837758905c8d01eb82b8bcc30918929e7b8"}, @@ -1506,7 +1446,6 @@ version = "3.14.3" description = "rapid fuzzy string matching" optional = false python-versions = ">=3.10" -groups = ["main"] files = [ {file = "rapidfuzz-3.14.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b9fcd4d751a4fffa17aed1dde41647923c72c74af02459ad1222e3b0022da3a1"}, {file = "rapidfuzz-3.14.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4ad73afb688b36864a8d9b7344a9cf6da186c471e5790cbf541a635ee0f457f2"}, @@ -1602,7 +1541,6 @@ version = "0.37.0" description = "JSON Referencing + Python" optional = false python-versions = ">=3.10" -groups = ["main"] files = [ {file = "referencing-0.37.0-py3-none-any.whl", hash = "sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231"}, {file = "referencing-0.37.0.tar.gz", hash = "sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8"}, @@ -1619,7 +1557,6 @@ version = "2.32.5" description = "Python HTTP for Humans." optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6"}, {file = "requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf"}, @@ -1641,7 +1578,6 @@ version = "1.0.0" description = "A utility belt for advanced users of python-requests" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" -groups = ["main"] files = [ {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"}, {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"}, @@ -1656,7 +1592,6 @@ version = "0.30.0" description = "Python bindings to Rust's persistent data structures (rpds)" optional = false python-versions = ">=3.10" -groups = ["main"] files = [ {file = "rpds_py-0.30.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = 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"shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"}, @@ -1810,7 +1742,6 @@ version = "1.3.1" description = "Sniff out which async library your code is running under" optional = false python-versions = ">=3.7" -groups = ["main", "dev"] files = [ {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"}, {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, @@ -1822,7 +1753,6 @@ version = "0.36.3" description = "The little ASGI library that shines." optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "starlette-0.36.3-py3-none-any.whl", hash = "sha256:13d429aa93a61dc40bf503e8c801db1f1bca3dc706b10ef2434a36123568f044"}, {file = "starlette-0.36.3.tar.gz", hash = "sha256:90a671733cfb35771d8cc605e0b679d23b992f8dcfad48cc60b38cb29aeb7080"}, @@ -1840,7 +1770,6 @@ version = "1.14.0" description = "Computer algebra system (CAS) in Python" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "sympy-1.14.0-py3-none-any.whl", hash = "sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5"}, {file = "sympy-1.14.0.tar.gz", hash = "sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517"}, @@ -1858,7 +1787,6 @@ version = "0.14.0" description = "Style preserving TOML library" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "tomlkit-0.14.0-py3-none-any.whl", hash = "sha256:592064ed85b40fa213469f81ac584f67a4f2992509a7c3ea2d632208623a3680"}, {file = "tomlkit-0.14.0.tar.gz", hash = "sha256:cf00efca415dbd57575befb1f6634c4f42d2d87dbba376128adb42c121b87064"}, @@ -1870,7 +1798,6 @@ version = "2026.1.14.14" description = "Canonical source for classifiers on PyPI (pypi.org)." optional = false python-versions = "*" -groups = ["main"] files = [ {file = "trove_classifiers-2026.1.14.14-py3-none-any.whl", hash = "sha256:1f9553927f18d0513d8e5ff80ab8980b8202ce37ecae0e3274ed2ef11880e74d"}, {file = "trove_classifiers-2026.1.14.14.tar.gz", hash = "sha256:00492545a1402b09d4858605ba190ea33243d361e2b01c9c296ce06b5c3325f3"}, @@ -1882,7 +1809,6 @@ version = "4.15.0" description = "Backported and Experimental Type Hints for Python 3.9+" optional = false python-versions = ">=3.9" -groups = ["main", "dev"] files = [ {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"}, {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"}, @@ -1894,7 +1820,6 @@ version = "0.4.2" description = "Runtime typing introspection tools" optional = false python-versions = ">=3.9" -groups = ["main", "dev"] files = [ {file = "typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7"}, {file = "typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464"}, @@ -1909,7 +1834,6 @@ version = "5.10.0" description = "Ultra fast JSON encoder and decoder for Python" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "ujson-5.10.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2601aa9ecdbee1118a1c2065323bda35e2c5a2cf0797ef4522d485f9d3ef65bd"}, {file = "ujson-5.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:348898dd702fc1c4f1051bc3aacbf894caa0927fe2c53e68679c073375f732cf"}, @@ -1997,17 +1921,16 @@ version = "2.6.3" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "urllib3-2.6.3-py3-none-any.whl", hash = "sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4"}, {file = "urllib3-2.6.3.tar.gz", hash = "sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed"}, ] [package.extras] -brotli = ["brotli (>=1.2.0) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=1.2.0.0) ; platform_python_implementation != \"CPython\""] +brotli = ["brotli (>=1.2.0)", "brotlicffi (>=1.2.0.0)"] h2 = ["h2 (>=4,<5)"] socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] -zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""] +zstd = ["backports-zstd (>=1.0.0)"] [[package]] name = "uvicorn" @@ -2015,7 +1938,6 @@ version = "0.27.1" description = "The lightning-fast ASGI server." optional = false python-versions = ">=3.8" -groups = ["dev"] files = [ {file = "uvicorn-0.27.1-py3-none-any.whl", hash = "sha256:5c89da2f3895767472a35556e539fd59f7edbe9b1e9c0e1c99eebeadc61838e4"}, {file = "uvicorn-0.27.1.tar.gz", hash = "sha256:3d9a267296243532db80c83a959a3400502165ade2c1338dea4e67915fd4745a"}, @@ -2026,18 +1948,17 @@ click = ">=7.0" h11 = ">=0.8" [package.extras] -standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.13)", "websockets (>=10.4)"] +standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"] [[package]] name = "virtualenv" -version = "20.37.0" +version = "20.38.0" description = "Virtual Python Environment builder" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ - {file = "virtualenv-20.37.0-py3-none-any.whl", hash = "sha256:5d3951c32d57232ae3569d4de4cc256c439e045135ebf43518131175d9be435d"}, - {file = "virtualenv-20.37.0.tar.gz", hash = "sha256:6f7e2064ed470aa7418874e70b6369d53b66bcd9e9fd5389763e96b6c94ccb7c"}, + {file = "virtualenv-20.38.0-py3-none-any.whl", hash = "sha256:d6e78e5889de3a4742df2d3d44e779366325a90cf356f15621fddace82431794"}, + {file = "virtualenv-20.38.0.tar.gz", hash = "sha256:94f39b1abaea5185bf7ea5a46702b56f1d0c9aa2f41a6c2b8b0af4ddc74c10a7"}, ] [package.dependencies] @@ -2047,7 +1968,7 @@ platformdirs = ">=3.9.1,<5" [package.extras] docs = ["furo (>=2023.7.26)", "pre-commit-uv (>=4.1.4)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinx-autodoc-typehints (>=3.6.2)", "sphinx-copybutton (>=0.5.2)", "sphinx-inline-tabs (>=2025.12.21.14)", "sphinxcontrib-mermaid (>=2)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"] -test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"GraalVM\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "pytest-xdist (>=3.5)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""] +test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "pytest-xdist (>=3.5)", "setuptools (>=68)", "time-machine (>=2.10)"] [[package]] name = "xattr" @@ -2055,8 +1976,6 @@ version = "1.3.0" description = "Python wrapper for extended filesystem attributes" optional = false python-versions = ">=3.9" -groups = ["main"] -markers = "sys_platform == \"darwin\"" files = [ {file = "xattr-1.3.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a80c4617e08670cdc3ba71f1dbb275c1627744c5c3641280879cb3bc95a07237"}, {file = "xattr-1.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:51cdaa359f5cd2861178ae01ea3647b56dbdfd98e724a8aa3c04f77123b78217"}, @@ -2122,15 +2041,13 @@ version = "3.23.0" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.9" -groups = ["main"] -markers = "python_version == \"3.11\"" files = [ {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"}, {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"}, ] [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] @@ -2143,7 +2060,6 @@ version = "0.25.0" description = "Zstandard bindings for Python" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "zstandard-0.25.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e59fdc271772f6686e01e1b3b74537259800f57e24280be3f29c8a0deb1904dd"}, {file = "zstandard-0.25.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4d441506e9b372386a5271c64125f72d5df6d2a8e8a2a45a0ae09b03cb781ef7"}, @@ -2247,9 +2163,9 @@ files = [ ] [package.extras] -cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b0) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""] +cffi = ["cffi (>=1.17,<2.0)", "cffi (>=2.0.0b)"] [metadata] -lock-version = "2.1" +lock-version = "2.0" python-versions = "^3.11" content-hash = "29534d36ab698a91c927a90abfe1c996a1030e5d71b0cb2578a3bc1cde7d8b4f" From 93403554602ed93e6e8f3db716d84ff0aedcb1c1 Mon Sep 17 00:00:00 2001 From: Harry Date: Sun, 22 Feb 2026 21:38:58 +0000 Subject: [PATCH 7/9] feat: updated name of the evaluationf ucntion --- config.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/config.json b/config.json index d13fa81..e5fbc2c 100644 --- a/config.json +++ b/config.json @@ -1,3 +1,3 @@ { - "EvaluationFunctionName": "" + "EvaluationFunctionName": "graphEval" } From 5432d528b5924b674a150eda11483c6d0970e82b Mon Sep 17 00:00:00 2001 From: Harry Date: Sun, 22 Feb 2026 23:44:39 +0000 Subject: [PATCH 8/9] removed preview tests for merging --- evaluation_function/preview_test.py | 415 +--------------------------- 1 file changed, 6 insertions(+), 409 deletions(-) diff --git a/evaluation_function/preview_test.py b/evaluation_function/preview_test.py index 9d6e9d5..d823e18 100644 --- a/evaluation_function/preview_test.py +++ b/evaluation_function/preview_test.py @@ -1,411 +1,8 @@ -import unittest +""" +Legacy placeholder test file. -from .preview import Params, preview_function, ValidationError -from .schemas.graph import Graph, Node, Edge -from .schemas.request import Response +We use pytest tests under the top-level `tests/` folder instead. +""" - -class TestPreviewFunction(unittest.TestCase): - """ - TestCase Class used to test the algorithm. - --- - Tests are used here to check that the algorithm written - is working as it should. - - It's best practice to write these tests first to get a - kind of 'specification' for how your algorithm should - work, and you should run these tests before committing - your code to AWS. - - Read the docs on how to use unittest here: - https://docs.python.org/3/library/unittest.html - - Use preview_function() to check your algorithm works - as it should. - """ - - def test_preview_simple_string(self): - """Test preview with simple string response.""" - response, params = "A", Params() - result = preview_function(response, params) - - self.assertIn("preview", result) - self.assertIsNotNone(result["preview"]) - - def test_preview_graph(self): - """Test preview with a graph structure.""" - graph = Graph( - nodes=[ - Node(id="A", label="Node A"), - Node(id="B", label="Node B"), - Node(id="C", label="Node C"), - ], - edges=[ - Edge(source="A", target="B", weight=5), - Edge(source="B", target="C", weight=3), - Edge(source="A", target="C", weight=7), - ], - directed=False, - weighted=True, - name="Triangle Graph" - ) - - response = Response(graph=graph) - result = preview_function(response, Params()) - - self.assertIn("preview", result) - preview = result["preview"] - self.assertIn("sympy", preview) - sympy_data = preview["sympy"] - - # Check structured JSON format - self.assertIsInstance(sympy_data, dict) - self.assertEqual(sympy_data["valid"], True) - self.assertEqual(sympy_data["num_nodes"], 3) - self.assertEqual(sympy_data["num_edges"], 3) - self.assertEqual(sympy_data["directed"], False) - self.assertEqual(sympy_data["weighted"], True) - self.assertEqual(sympy_data["graph_name"], "Triangle Graph") - - def test_preview_path_answer(self): - """Test preview with a path answer.""" - response = Response( - path=["A", "B", "C", "D"], - distance=10.5 - ) - result = preview_function(response, Params()) - - self.assertIn("preview", result) - preview = result["preview"] - self.assertIn("sympy", preview) - sympy_data = preview["sympy"] - - # Check structured JSON format - self.assertIsInstance(sympy_data, dict) - self.assertEqual(sympy_data["valid"], True) - self.assertEqual(sympy_data["errors"], []) - - # Feedback should contain the path info - self.assertIn("feedback", preview) - self.assertIn("valid", preview["feedback"].lower()) - - def test_preview_boolean_answer(self): - """Test preview with boolean answers.""" - response = Response( - is_connected=True, - is_bipartite=False, - has_cycle=True - ) - result = preview_function(response, Params()) - - self.assertIn("preview", result) - preview = result["preview"] - self.assertIn("sympy", preview) - sympy_data = preview["sympy"] - - # Check structured JSON format - self.assertIsInstance(sympy_data, dict) - self.assertEqual(sympy_data["valid"], True) - self.assertEqual(sympy_data["errors"], []) - - def test_preview_graph_and_answers(self): - """Test preview with both graph and answers.""" - graph = Graph( - nodes=[Node(id="1"), Node(id="2"), Node(id="3")], - edges=[Edge(source="1", target="2"), Edge(source="2", target="3")], - directed=True - ) - - response = Response( - graph=graph, - is_dag=True, - topological_order=["1", "2", "3"] - ) - result = preview_function(response, Params()) - - self.assertIn("preview", result) - preview = result["preview"] - self.assertIn("sympy", preview) - sympy_data = preview["sympy"] - - # Check structured JSON format - self.assertIsInstance(sympy_data, dict) - self.assertEqual(sympy_data["valid"], True) - self.assertEqual(sympy_data["directed"], True) - self.assertEqual(sympy_data["num_nodes"], 3) - self.assertEqual(sympy_data["num_edges"], 2) - - def test_preview_coloring(self): - """Test preview with graph coloring.""" - response = Response( - coloring={"A": 0, "B": 1, "C": 0, "D": 2}, - chromatic_number=3 - ) - result = preview_function(response, Params()) - - self.assertIn("preview", result) - preview = result["preview"] - self.assertIn("sympy", preview) - sympy_data = preview["sympy"] - - # Check structured JSON format - self.assertIsInstance(sympy_data, dict) - self.assertEqual(sympy_data["valid"], True) - self.assertEqual(sympy_data["errors"], []) - - def test_preview_sets(self): - """Test preview with set-based answers.""" - response = Response( - components=[["A", "B", "C"], ["D", "E"]], - vertex_cover=["A", "C", "D"] - ) - result = preview_function(response, Params()) - - self.assertIn("preview", result) - preview = result["preview"] - self.assertIn("sympy", preview) - sympy_data = preview["sympy"] - - # Check structured JSON format - self.assertIsInstance(sympy_data, dict) - self.assertEqual(sympy_data["valid"], True) - - def test_preview_empty_response(self): - """Test preview with empty response.""" - result = preview_function(None, Params()) - - self.assertIn("preview", result) - preview = result["preview"] - self.assertIn("sympy", preview) - sympy_data = preview["sympy"] - - # Check structured JSON format for error - self.assertIsInstance(sympy_data, dict) - self.assertEqual(sympy_data["valid"], False) - self.assertEqual(sympy_data["parse_error"], True) - self.assertIn("errors", sympy_data) - - def test_preview_directed_weighted_graph(self): - """Test preview with directed weighted graph.""" - graph = Graph( - nodes=[ - Node(id="s", label="Source"), - Node(id="t", label="Target"), - ], - edges=[ - Edge(source="s", target="t", weight=10, capacity=15, flow=8), - ], - directed=True, - weighted=True - ) - - response = Response(graph=graph) - result = preview_function(response, Params()) - - self.assertIn("preview", result) - preview = result["preview"] - self.assertIn("sympy", preview) - sympy_data = preview["sympy"] - - # Check structured JSON format - self.assertIsInstance(sympy_data, dict) - self.assertEqual(sympy_data["valid"], True) - self.assertEqual(sympy_data["directed"], True) - self.assertEqual(sympy_data["weighted"], True) - self.assertEqual(sympy_data["num_nodes"], 2) - self.assertEqual(sympy_data["num_edges"], 1) - self.assertIn("flow_info", sympy_data) - self.assertEqual(sympy_data["flow_info"]["has_capacities"], True) - self.assertEqual(sympy_data["flow_info"]["has_flows"], True) - - self.assertIn("feedback", preview) - self.assertIn("valid", preview["feedback"].lower()) - - def test_validation_duplicate_nodes(self): - """Test validation catches duplicate node IDs.""" - graph = Graph( - nodes=[ - Node(id="A"), - Node(id="B"), - Node(id="A"), # Duplicate! - ], - edges=[], - directed=False - ) - - response = Response(graph=graph) - result = preview_function(response, Params()) - - preview = result["preview"] - self.assertIn("feedback", preview) - self.assertIn("Duplicate node IDs", preview["feedback"]) - self.assertIn("issue", preview["feedback"].lower()) - - def test_validation_invalid_edge_source(self): - """Test validation catches edges with non-existent source nodes.""" - graph = Graph( - nodes=[Node(id="A"), Node(id="B")], - edges=[Edge(source="X", target="B")], # X doesn't exist! - directed=True - ) - - response = Response(graph=graph) - result = preview_function(response, Params()) - - preview = result["preview"] - self.assertIn("feedback", preview) - self.assertIn("does not exist", preview["feedback"]) - - def test_validation_invalid_edge_target(self): - """Test validation catches edges with non-existent target nodes.""" - graph = Graph( - nodes=[Node(id="A"), Node(id="B")], - edges=[Edge(source="A", target="Z")], # Z doesn't exist! - directed=True - ) - - response = Response(graph=graph) - result = preview_function(response, Params()) - - preview = result["preview"] - self.assertIn("feedback", preview) - self.assertIn("does not exist", preview["feedback"]) - - def test_validation_duplicate_edges(self): - """Test validation catches duplicate edges in non-multigraph.""" - graph = Graph( - nodes=[Node(id="A"), Node(id="B")], - edges=[ - Edge(source="A", target="B"), - Edge(source="A", target="B"), # Duplicate! - ], - directed=True, - multigraph=False - ) - - response = Response(graph=graph) - result = preview_function(response, Params()) - - preview = result["preview"] - self.assertIn("feedback", preview) - self.assertIn("Duplicate edge", preview["feedback"]) - - def test_validation_missing_weights(self): - """Test validation catches missing weights in weighted graph.""" - graph = Graph( - nodes=[Node(id="A"), Node(id="B")], - edges=[Edge(source="A", target="B", weight=None)], # Missing weight! - directed=False, - weighted=True - ) - - response = Response(graph=graph) - result = preview_function(response, Params()) - - preview = result["preview"] - self.assertIn("feedback", preview) - self.assertIn("weight", preview["feedback"].lower()) - - def test_validation_flow_exceeds_capacity(self): - """Test validation catches flow exceeding capacity.""" - graph = Graph( - nodes=[Node(id="s"), Node(id="t")], - edges=[Edge(source="s", target="t", capacity=10, flow=15)], # Flow > capacity! - directed=True - ) - - response = Response(graph=graph) - result = preview_function(response, Params()) - - preview = result["preview"] - self.assertIn("feedback", preview) - self.assertIn("exceeds", preview["feedback"].lower()) - - def test_warning_isolated_node(self): - """Test warning for isolated nodes.""" - graph = Graph( - nodes=[ - Node(id="A"), - Node(id="B"), - Node(id="C"), # Isolated node! - ], - edges=[Edge(source="A", target="B")], - directed=False - ) - - response = Response(graph=graph) - result = preview_function(response, Params()) - - preview = result["preview"] - self.assertIn("feedback", preview) - self.assertIn("sympy", preview) - sympy_data = preview["sympy"] - - # Should be valid but with warnings - self.assertEqual(sympy_data["valid"], True) - self.assertGreater(len(sympy_data["warnings"]), 0) - self.assertIn("isolated", sympy_data["warnings"][0]["message"].lower()) - - # Feedback should mention it's valid - self.assertIn("valid", preview["feedback"].lower()) - - def test_warning_self_loop(self): - """Test warning for self-loops.""" - graph = Graph( - nodes=[Node(id="A")], - edges=[Edge(source="A", target="A")], # Self-loop! - directed=True - ) - - response = Response(graph=graph) - result = preview_function(response, Params()) - - preview = result["preview"] - self.assertIn("feedback", preview) - self.assertIn("self-loop", preview["feedback"].lower()) - - def test_validation_invalid_path_nodes(self): - """Test validation of path referencing non-existent nodes.""" - graph = Graph( - nodes=[Node(id="A"), Node(id="B"), Node(id="C")], - edges=[Edge(source="A", target="B"), Edge(source="B", target="C")], - directed=True - ) - - response = Response( - graph=graph, - path=["A", "B", "X"] # X doesn't exist! - ) - result = preview_function(response, Params()) - - preview = result["preview"] - self.assertIn("feedback", preview) - self.assertIn("non-existent", preview["feedback"].lower()) - - def test_valid_graph_with_success_message(self): - """Test that valid graphs get success feedback.""" - graph = Graph( - nodes=[Node(id="A"), Node(id="B"), Node(id="C")], - edges=[ - Edge(source="A", target="B", weight=5), - Edge(source="B", target="C", weight=3), - ], - directed=False, - weighted=True - ) - - response = Response(graph=graph) - result = preview_function(response, Params()) - - preview = result["preview"] - self.assertIn("feedback", preview) - self.assertIn("valid", preview["feedback"].lower()) - self.assertIn("ready", preview["feedback"].lower()) - - def test_empty_response(self): - """Test handling of empty response.""" - result = preview_function(None, Params()) - - preview = result["preview"] - self.assertIn("feedback", preview) - self.assertIn("No response", preview["feedback"]) +def test_placeholder(): + assert True \ No newline at end of file From 2731fd0f2f8d4ad4a82f4f99b85d1f5a51f92587 Mon Sep 17 00:00:00 2001 From: Harry Date: Sun, 22 Feb 2026 23:48:28 +0000 Subject: [PATCH 9/9] added Callable in tests and evlauation files --- evaluation_function/evaluation.py | 2 +- tests/test_core_algorithms.py | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/evaluation_function/evaluation.py b/evaluation_function/evaluation.py index 846ca18..a161b5f 100644 --- a/evaluation_function/evaluation.py +++ b/evaluation_function/evaluation.py @@ -1,4 +1,4 @@ -from typing import Any, Optional, List, Dict, Tuple +from typing import Any, Callable, Optional, List, Dict, Tuple from lf_toolkit.evaluation import Result, Params from pydantic import ValidationError diff --git a/tests/test_core_algorithms.py b/tests/test_core_algorithms.py index 9eb26e7..c1fe203 100644 --- a/tests/test_core_algorithms.py +++ b/tests/test_core_algorithms.py @@ -1,4 +1,5 @@ import pytest +from typing import Callable from evaluation_function.algorithms.bipartite import bipartite_info from evaluation_function.algorithms.connectivity import connectivity_info