reformat

src/embeddingbuddy/data/parser.py

@@ -24,14 +24,10 @@ class NDJSONParser:
                     documents.append(doc)
                 except json.JSONDecodeError as e:
                     raise json.JSONDecodeError(
-                        f"Invalid JSON on line {line_num}: {e.msg}",
-                        e.doc,
-                        e.pos
+                        f"Invalid JSON on line {line_num}: {e.msg}", e.doc, e.pos
                     )
                 except KeyError as e:
-                    raise KeyError(
-                        f"Missing required field {e} on line {line_num}"
-                    )
+                    raise KeyError(f"Missing required field {e} on line {line_num}")
                 except (TypeError, ValueError) as e:
                     raise ValueError(
                         f"Invalid data format on line {line_num}: {str(e)}"
@@ -52,7 +48,9 @@ class NDJSONParser:
         # Validate embedding format
         embedding = doc_dict["embedding"]
         if not isinstance(embedding, list):
-            raise ValueError(f"Embedding must be a list, got {type(embedding).__name__}")
+            raise ValueError(
+                f"Embedding must be a list, got {type(embedding).__name__}"
+            )
 
         if not embedding:
             raise ValueError("Embedding cannot be empty")
@@ -60,7 +58,9 @@ class NDJSONParser:
         # Check that all embedding values are numbers
         for i, val in enumerate(embedding):
             if not isinstance(val, (int, float)) or val != val:  # NaN check
-                raise ValueError(f"Embedding contains invalid value at index {i}: {val}")
+                raise ValueError(
+                    f"Embedding contains invalid value at index {i}: {val}"
+                )
 
         return Document(
             id=doc_dict["id"],

src/embeddingbuddy/ui/callbacks/data_processing.py

@@ -25,7 +25,9 @@ class DataProcessingCallbacks:
             processed_data = self.processor.process_upload(contents, filename)
 
             if processed_data.error:
-                error_message = self._format_error_message(processed_data.error, filename)
+                error_message = self._format_error_message(
+                    processed_data.error, filename
+                )
                 return (
                     {"error": processed_data.error},
                     error_message,
@@ -82,12 +84,16 @@ class DataProcessingCallbacks:
         file_part = f" in file '{filename}'" if filename else ""
 
         # Check for common error patterns and provide helpful messages
-        if "embedding" in error.lower() and ("key" in error.lower() or "required field" in error.lower()):
+        if "embedding" in error.lower() and (
+            "key" in error.lower() or "required field" in error.lower()
+        ):
             return (
                 f"❌ Missing 'embedding' field{file_part}. "
                 "Each line must contain an 'embedding' field with a list of numbers."
             )
-        elif "text" in error.lower() and ("key" in error.lower() or "required field" in error.lower()):
+        elif "text" in error.lower() and (
+            "key" in error.lower() or "required field" in error.lower()
+        ):
             return (
                 f"❌ Missing 'text' field{file_part}. "
                 "Each line must contain a 'text' field with the document content."

src/embeddingbuddy/ui/components/upload.py

@@ -62,4 +62,3 @@ class UploadComponent:
             color="danger",
             className="mb-3",
         )
-

src/embeddingbuddy/ui/layout.py

@@ -9,7 +9,8 @@ class AppLayout:
 
     def create_layout(self):
         return dbc.Container(
-            [self._create_header(), self._create_main_content()] + self._create_stores(),
+            [self._create_header(), self._create_main_content()]
+            + self._create_stores(),
             fluid=True,
         )
 

tests/test_bad_data.py

@@ -1,4 +1,5 @@
 """Tests for handling bad/invalid data files."""
+
 import pytest
 import json
 import base64
@@ -16,7 +17,7 @@ class TestBadDataHandling:
 
     def _create_upload_contents(self, text_content: str) -> str:
         """Helper to create upload contents format."""
-        encoded = base64.b64encode(text_content.encode('utf-8')).decode('utf-8')
+        encoded = base64.b64encode(text_content.encode("utf-8")).decode("utf-8")
         return f"data:application/json;base64,{encoded}"
 
     def test_missing_embedding_field(self):
@@ -34,7 +35,9 @@ class TestBadDataHandling:
 
     def test_missing_text_field(self):
         """Test files missing required text field."""
-        bad_content = '{"id": "doc_001", "embedding": [0.1, 0.2, 0.3], "category": "test"}'
+        bad_content = (
+            '{"id": "doc_001", "embedding": [0.1, 0.2, 0.3], "category": "test"}'
+        )
 
         with pytest.raises(KeyError, match="text"):
             self.parser.parse_text(bad_content)
@@ -78,8 +81,8 @@ class TestBadDataHandling:
 
     def test_inconsistent_embedding_dimensions(self):
         """Test files with embeddings of different dimensions."""
-        bad_content = '''{"id": "doc_001", "embedding": [0.1, 0.2, 0.3, 0.4], "text": "4D embedding"}
-{"id": "doc_002", "embedding": [0.1, 0.2, 0.3], "text": "3D embedding"}'''
+        bad_content = """{"id": "doc_001", "embedding": [0.1, 0.2, 0.3, 0.4], "text": "4D embedding"}
+{"id": "doc_002", "embedding": [0.1, 0.2, 0.3], "text": "3D embedding"}"""
 
         upload_contents = self._create_upload_contents(bad_content)
         result = self.processor.process_upload(upload_contents)
@@ -89,13 +92,15 @@ class TestBadDataHandling:
         if result.error is None:
             # If parsing succeeds, check that embeddings have inconsistent shapes
             assert len(result.documents) == 2
-            assert len(result.documents[0].embedding) != len(result.documents[1].embedding)
+            assert len(result.documents[0].embedding) != len(
+                result.documents[1].embedding
+            )
 
     def test_empty_lines_in_ndjson(self):
         """Test files with empty lines mixed in."""
-        content_with_empty_lines = '''{"id": "doc_001", "embedding": [0.1, 0.2], "text": "First line"}
+        content_with_empty_lines = """{"id": "doc_001", "embedding": [0.1, 0.2], "text": "First line"}
 
-{"id": "doc_002", "embedding": [0.3, 0.4], "text": "After empty line"}'''
+{"id": "doc_002", "embedding": [0.3, 0.4], "text": "After empty line"}"""
 
         # This should work - empty lines should be skipped
         documents = self.parser.parse_text(content_with_empty_lines)
@@ -105,10 +110,10 @@ class TestBadDataHandling:
 
     def test_not_ndjson_format(self):
         """Test regular JSON array instead of NDJSON."""
-        json_array = '''[
+        json_array = """[
   {"id": "doc_001", "embedding": [0.1, 0.2], "text": "First"},
   {"id": "doc_002", "embedding": [0.3, 0.4], "text": "Second"}
-]'''
+]"""
 
         with pytest.raises(json.JSONDecodeError):
             self.parser.parse_text(json_array)
@@ -116,10 +121,12 @@ class TestBadDataHandling:
     def test_binary_content_in_file(self):
         """Test files with binary content mixed in."""
         # Simulate binary content that can't be decoded
-        binary_content = b'\x00\x01\x02{"id": "doc_001", "embedding": [0.1], "text": "test"}'
+        binary_content = (
+            b'\x00\x01\x02{"id": "doc_001", "embedding": [0.1], "text": "test"}'
+        )
 
         # This should result in an error when processing
-        encoded = base64.b64encode(binary_content).decode('utf-8')
+        encoded = base64.b64encode(binary_content).decode("utf-8")
         upload_contents = f"data:application/json;base64,{encoded}"
         result = self.processor.process_upload(upload_contents)
 
@@ -129,11 +136,13 @@ class TestBadDataHandling:
     def test_extremely_large_embeddings(self):
         """Test embeddings with very large dimensions."""
         large_embedding = [0.1] * 10000  # 10k dimensions
-        content = json.dumps({
-            "id": "doc_001", 
-            "embedding": large_embedding, 
-            "text": "Large embedding test"
-        })
+        content = json.dumps(
+            {
+                "id": "doc_001",
+                "embedding": large_embedding,
+                "text": "Large embedding test",
+            }
+        )
 
         # This should work but might be slow
         upload_contents = self._create_upload_contents(content)
@@ -145,11 +154,14 @@ class TestBadDataHandling:
 
     def test_special_characters_in_text(self):
         """Test handling of special characters and unicode."""
-        special_content = json.dumps({
-            "id": "doc_001",
-            "embedding": [0.1, 0.2],
-            "text": "Special chars: 🚀 ñoñó 中文 \n\t\""
-        }, ensure_ascii=False)
+        special_content = json.dumps(
+            {
+                "id": "doc_001",
+                "embedding": [0.1, 0.2],
+                "text": 'Special chars: 🚀 ñoñó 中文 \n\t"',
+            },
+            ensure_ascii=False,
+        )
 
         upload_contents = self._create_upload_contents(special_content)
         result = self.processor.process_upload(upload_contents)
@@ -173,10 +185,10 @@ class TestBadDataHandling:
 
     def test_multiple_errors_in_file(self):
         """Test file with multiple different types of errors."""
-        multi_error_content = '''{"id": "doc_001", "text": "Missing embedding"}
+        multi_error_content = """{"id": "doc_001", "text": "Missing embedding"}
 {"id": "doc_002", "embedding": "wrong_type", "text": "Wrong embedding type"}
 {"id": "doc_003", "embedding": [0.1, 0.2], "text": "Valid line"}
-{"id": "doc_004", "embedding": [0.3, 0.4]'''  # Missing text and closing brace
+{"id": "doc_004", "embedding": [0.3, 0.4]"""  # Missing text and closing brace
 
         upload_contents = self._create_upload_contents(multi_error_content)
         result = self.processor.process_upload(upload_contents)