Update: modify 162 file(s)

Author: vawsgit

examples/notebooks/Complex_nested_structure.ipynb

@@ -28,13 +28,14 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from typing import Optional, List\n",
-    "from stickler.structured_object_evaluator.models.structured_model import StructuredModel\n",
-    "from stickler.structured_object_evaluator.models.comparable_field import ComparableField\n",
+    "import json\n",
+    "from typing import List, Optional\n",
+    "\n",
+    "from stickler.comparators.exact import ExactComparator\n",
     "from stickler.comparators.levenshtein import LevenshteinComparator\n",
     "from stickler.comparators.numeric import NumericComparator\n",
-    "from stickler.comparators.exact import ExactComparator\n",
-    "import json"
+    "from stickler.structured_object_evaluator.models.comparable_field import ComparableField\n",
+    "from stickler.structured_object_evaluator.models.structured_model import StructuredModel"
    ]
   },
   {

examples/notebooks/Custom_Comparator_Demo.ipynb

@@ -40,21 +40,22 @@
     }
    ],
    "source": [
-    "import sys\n",
     "import os\n",
+    "import sys\n",
     "\n",
     "# Add the src directory to path so we can import stickler\n",
     "sys.path.insert(0, os.path.join(os.path.dirname(os.getcwd()), \"src\"))\n",
     "\n",
     "from typing import Any\n",
+    "\n",
     "import pandas as pd\n",
     "\n",
     "# Import stickler library components\n",
     "from stickler.comparators.base import BaseComparator\n",
     "from stickler.comparators.exact import ExactComparator\n",
     "from stickler.comparators.levenshtein import LevenshteinComparator\n",
-    "from stickler.structured_object_evaluator.models.structured_model import StructuredModel\n",
     "from stickler.structured_object_evaluator.models.comparable_field import ComparableField\n",
+    "from stickler.structured_object_evaluator.models.structured_model import StructuredModel\n",
     "\n",
     "print(\"✓ Successfully imported stickler library components\")"
    ]

examples/notebooks/Quick_start.ipynb

@@ -28,10 +28,11 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from stickler.structured_object_evaluator.models.structured_model import StructuredModel\n",
-    "from stickler.structured_object_evaluator.models.comparable_field import ComparableField\n",
+    "from typing import List\n",
+    "\n",
     "from stickler.comparators.levenshtein import LevenshteinComparator\n",
-    "from typing import List"
+    "from stickler.structured_object_evaluator.models.comparable_field import ComparableField\n",
+    "from stickler.structured_object_evaluator.models.structured_model import StructuredModel"
    ]
   },
   {

examples/scripts/aggregate_metrics_demo.py

@@ -13,12 +13,13 @@
 - Provides hierarchical confusion matrix analysis
 """
 
-from typing import Optional, List
-from stickler.structured_object_evaluator.models.structured_model import StructuredModel
-from stickler.structured_object_evaluator.models.comparable_field import ComparableField
+from typing import List, Optional
+
 from stickler.comparators.exact import ExactComparator
-from stickler.comparators.numeric import NumericComparator
 from stickler.comparators.levenshtein import LevenshteinComparator
+from stickler.comparators.numeric import NumericComparator
+from stickler.structured_object_evaluator.models.comparable_field import ComparableField
+from stickler.structured_object_evaluator.models.structured_model import StructuredModel
 
 
 # Define nested data models

examples/scripts/bulk_evaluation_demo.py

@@ -8,16 +8,17 @@
     python bulk_evaluation_demo.py
 """
 
-from typing import List
-import time
 import json
-from stickler.structured_object_evaluator.models.structured_model import StructuredModel
-from stickler.structured_object_evaluator.models.comparable_field import ComparableField
+import random
+import time
+from typing import List
+
 from stickler.comparators.levenshtein import LevenshteinComparator
 from stickler.structured_object_evaluator.bulk_structured_model_evaluator import (
     BulkStructuredModelEvaluator,
 )
-import random
+from stickler.structured_object_evaluator.models.comparable_field import ComparableField
+from stickler.structured_object_evaluator.models.structured_model import StructuredModel
 
 
 # Define a simple document model for demonstration

examples/scripts/html_report_demo.py

@@ -2,11 +2,13 @@
 Demo script showing how to use the EvaluationHTMLReporter with bulk evaluation.
 """
 
-from stickler.structured_object_evaluator.models.structured_model import StructuredModel
-from stickler.structured_object_evaluator.models.comparable_field import ComparableField
 from stickler.comparators.levenshtein import LevenshteinComparator
-from stickler.structured_object_evaluator.bulk_structured_model_evaluator import BulkStructuredModelEvaluator
 from stickler.reporting.html import EvaluationHTMLReporter, ReportConfig
+from stickler.structured_object_evaluator.bulk_structured_model_evaluator import (
+    BulkStructuredModelEvaluator,
+)
+from stickler.structured_object_evaluator.models.comparable_field import ComparableField
+from stickler.structured_object_evaluator.models.structured_model import StructuredModel
 
 
 # Define a simple model for testing

examples/scripts/json_schema_demo.py

@@ -481,7 +481,7 @@ def advanced_extensions_and_refs_example():
     print(f"\nOverall Score: {result['overall_score']:.3f}")
     print(f"All Fields Matched: {result['all_fields_matched']}")
 
-    print(f"\nTop-level Field Scores:")
+    print("\nTop-level Field Scores:")
     for field in ['order_id', 'customer', 'shipping_address', 'total_amount', 'items']:
         if field in result['field_scores']:
             print(f"  {field}: {result['field_scores'][field]:.3f}")

examples/scripts/json_to_evaluation_demo.py

@@ -12,9 +12,10 @@
 """
 
 import json
-import tempfile
 import os
+import tempfile
 from pathlib import Path
+
 from stickler.structured_object_evaluator.models.structured_model import StructuredModel
 
 

examples/scripts/llm_comparator_demo.py

@@ -11,11 +11,11 @@
 - AWS credentials configured for Bedrock access
 - Environment variables for model configuration (optional)
 """
-from stickler.comparators.llm import LLMComparator
 from stickler.comparators.exact import ExactComparator
 from stickler.comparators.levenshtein import LevenshteinComparator
-from stickler.structured_object_evaluator.models.structured_model import StructuredModel
+from stickler.comparators.llm import LLMComparator
 from stickler.structured_object_evaluator.models.comparable_field import ComparableField
+from stickler.structured_object_evaluator.models.structured_model import StructuredModel
 
 
 def print_section_header(title: str):

examples/scripts/model_from_json_demo.py

@@ -8,6 +8,7 @@
 """
 
 import json
+
 from stickler.structured_object_evaluator.models.structured_model import StructuredModel
 
 
@@ -327,8 +328,8 @@ def demo_json_file_loading():
     }
 
     # Save to temporary file
-    import tempfile
     import os
+    import tempfile
 
     with tempfile.NamedTemporaryFile(mode="w", suffix=".json", delete=False) as f:
         json.dump(config, f, indent=2)