minor formatting
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This commit is contained in:
@@ -3,7 +3,8 @@
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"allow": [
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"Bash(mkdir:*)",
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"Bash(uv run:*)",
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"Bash(uv add:*)"
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"Bash(uv add:*)",
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"Bash(uv sync:*)"
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],
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"deny": [],
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"ask": [],
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@@ -9,14 +9,13 @@ from .ui.callbacks.interactions import InteractionCallbacks
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def create_app():
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import os
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# Get the project root directory (two levels up from this file)
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project_root = os.path.dirname(os.path.dirname(os.path.dirname(__file__)))
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assets_path = os.path.join(project_root, 'assets')
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assets_path = os.path.join(project_root, "assets")
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app = dash.Dash(
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__name__,
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external_stylesheets=[dbc.themes.BOOTSTRAP],
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assets_folder=assets_path
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__name__, external_stylesheets=[dbc.themes.BOOTSTRAP], assets_folder=assets_path
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)
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# Allow callbacks to components that are dynamically created in tabs
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@@ -558,17 +558,17 @@ class DataProcessingCallbacks:
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)
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def handle_text_input_actions(clear_clicks, load_clicks):
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from dash import ctx
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if not ctx.triggered:
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return no_update
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button_id = ctx.triggered[0]['prop_id'].split('.')[0]
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button_id = ctx.triggered[0]["prop_id"].split(".")[0]
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if button_id == "clear-text-btn" and clear_clicks:
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return ""
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elif button_id == "load-sample-btn" and load_clicks:
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return self._load_sample_text()
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return no_update
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# Model info callback
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@@ -648,15 +648,19 @@ class DataProcessingCallbacks:
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def _load_sample_text(self):
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"""Load sample text from assets/sample-txt.md file."""
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import os
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try:
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# Get the project root directory (four levels up from this file)
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current_file = os.path.abspath(__file__)
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project_root = os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(current_file)))))
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sample_file_path = os.path.join(project_root, 'assets', 'sample-txt.md')
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project_root = os.path.dirname(
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os.path.dirname(
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os.path.dirname(os.path.dirname(os.path.dirname(current_file)))
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)
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)
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sample_file_path = os.path.join(project_root, "assets", "sample-txt.md")
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if os.path.exists(sample_file_path):
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with open(sample_file_path, 'r', encoding='utf-8') as file:
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with open(sample_file_path, "r", encoding="utf-8") as file:
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return file.read()
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else:
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# Fallback sample text if file doesn't exist
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@@ -677,8 +681,8 @@ She finely chopped the garlic and sautéed it in two tablespoons of olive oil.
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A pinch of saffron adds a beautiful color and aroma to traditional paella.
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If the soup is too salty, add a peeled potato to absorb excess sodium.
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Let the bread dough rise for at least an hour in a warm, draft-free spot."""
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except Exception as e:
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except Exception:
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# Return a simple fallback if there's any error
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return "This is sample text for testing embedding generation. You can replace this with your own text."
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@@ -27,7 +27,7 @@ class AppLayout:
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window.transformersPipeline = pipeline;
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console.log('✅ Transformers.js pipeline loaded globally');
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""",
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type="module"
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type="module",
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),
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],
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width=12,
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@@ -1,6 +1,5 @@
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"""Tests for client-side embedding processing functionality."""
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import pytest
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import numpy as np
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from src.embeddingbuddy.data.processor import DataProcessor
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@@ -23,33 +22,30 @@ class TestClientEmbeddingsProcessing:
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"text": "First test document",
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"category": "Text Input",
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"subcategory": "Generated",
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"tags": []
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"tags": [],
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},
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{
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"id": "text_input_1",
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"id": "text_input_1",
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"text": "Second test document",
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"category": "Text Input",
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"subcategory": "Generated",
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"tags": []
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}
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"tags": [],
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},
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],
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"embeddings": [
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[0.1, 0.2, 0.3, 0.4],
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[0.5, 0.6, 0.7, 0.8]
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]
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"embeddings": [[0.1, 0.2, 0.3, 0.4], [0.5, 0.6, 0.7, 0.8]],
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}
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result = self.processor.process_client_embeddings(client_data)
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assert isinstance(result, ProcessedData)
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assert result.error is None
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assert len(result.documents) == 2
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assert result.embeddings.shape == (2, 4)
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# Check document content
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assert result.documents[0].text == "First test document"
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assert result.documents[1].text == "Second test document"
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# Check embeddings match
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np.testing.assert_array_equal(result.embeddings[0], [0.1, 0.2, 0.3, 0.4])
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np.testing.assert_array_equal(result.embeddings[1], [0.5, 0.6, 0.7, 0.8])
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@@ -57,9 +53,9 @@ class TestClientEmbeddingsProcessing:
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def test_process_client_embeddings_with_error(self):
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"""Test processing client data with error."""
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client_data = {"error": "Transformers.js not loaded"}
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result = self.processor.process_client_embeddings(client_data)
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assert isinstance(result, ProcessedData)
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assert result.error == "Transformers.js not loaded"
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assert len(result.documents) == 0
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@@ -68,9 +64,9 @@ class TestClientEmbeddingsProcessing:
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def test_process_client_embeddings_missing_data(self):
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"""Test processing with missing documents or embeddings."""
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client_data = {"documents": []}
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result = self.processor.process_client_embeddings(client_data)
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assert isinstance(result, ProcessedData)
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assert "No documents or embeddings in client data" in result.error
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assert len(result.documents) == 0
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@@ -79,16 +75,19 @@ class TestClientEmbeddingsProcessing:
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"""Test processing with mismatched document and embedding counts."""
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client_data = {
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"documents": [
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{"id": "test", "text": "Test document", "category": "Test", "subcategory": "Test", "tags": []}
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{
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"id": "test",
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"text": "Test document",
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"category": "Test",
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"subcategory": "Test",
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"tags": [],
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}
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],
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"embeddings": [
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[0.1, 0.2, 0.3, 0.4],
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[0.5, 0.6, 0.7, 0.8]
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]
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"embeddings": [[0.1, 0.2, 0.3, 0.4], [0.5, 0.6, 0.7, 0.8]],
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}
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result = self.processor.process_client_embeddings(client_data)
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assert isinstance(result, ProcessedData)
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assert "Mismatch between number of documents and embeddings" in result.error
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assert len(result.documents) == 0
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@@ -98,16 +97,19 @@ class TestClientEmbeddingsProcessing:
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client_data = {
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"documents": [
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{"text": ""}, # Empty text should be skipped
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{"id": "test2", "text": "Valid document", "category": "Test", "subcategory": "Test", "tags": []}
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{
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"id": "test2",
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"text": "Valid document",
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"category": "Test",
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"subcategory": "Test",
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"tags": [],
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},
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],
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"embeddings": [
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[0.1, 0.2, 0.3, 0.4],
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[0.5, 0.6, 0.7, 0.8]
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]
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"embeddings": [[0.1, 0.2, 0.3, 0.4], [0.5, 0.6, 0.7, 0.8]],
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}
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result = self.processor.process_client_embeddings(client_data)
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assert isinstance(result, ProcessedData)
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assert result.error is None
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assert len(result.documents) == 1 # Only valid document should be processed
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@@ -117,15 +119,18 @@ class TestClientEmbeddingsProcessing:
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"""Test automatic ID generation for documents without IDs."""
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client_data = {
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"documents": [
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{"text": "Document without ID", "category": "Test", "subcategory": "Test", "tags": []}
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{
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"text": "Document without ID",
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"category": "Test",
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"subcategory": "Test",
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"tags": [],
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}
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],
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"embeddings": [
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[0.1, 0.2, 0.3, 0.4]
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]
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"embeddings": [[0.1, 0.2, 0.3, 0.4]],
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}
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result = self.processor.process_client_embeddings(client_data)
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assert isinstance(result, ProcessedData)
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assert result.error is None
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assert len(result.documents) == 1
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@@ -135,13 +140,19 @@ class TestClientEmbeddingsProcessing:
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"""Test processing with invalid embedding format."""
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client_data = {
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"documents": [
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{"id": "test", "text": "Test document", "category": "Test", "subcategory": "Test", "tags": []}
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{
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"id": "test",
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"text": "Test document",
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"category": "Test",
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"subcategory": "Test",
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"tags": [],
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}
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],
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"embeddings": 0.5 # Scalar instead of array
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"embeddings": 0.5, # Scalar instead of array
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}
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result = self.processor.process_client_embeddings(client_data)
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assert isinstance(result, ProcessedData)
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assert result.error is not None # Should have some error
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assert len(result.documents) == 0
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assert len(result.documents) == 0
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