From 870807f2a12298717dede3a6f2e1d4a0d6191f57 Mon Sep 17 00:00:00 2001
From: Uche Ogbuji <uche@ogbuji.net>
Date: Fri, 14 Jul 2023 10:48:05 -0600
Subject: [PATCH] [#16] Initial swipe at test/test_embedding_helper.py

---
 test/test_embedding_helper.py | 35 +++++++++++++----------------------
 1 file changed, 13 insertions(+), 22 deletions(-)

diff --git a/test/test_embedding_helper.py b/test/test_embedding_helper.py
index 2dbb6f3..f56c56f 100644
--- a/test/test_embedding_helper.py
+++ b/test/test_embedding_helper.py
@@ -10,12 +10,12 @@
 import pytest
 
 from ogbujipt import embedding_helper
-from ogbujipt.embedding_helper import qdrant_init_embedding_db, \
-    qdrant_add_collection, qdrant_upsert_collection
+from ogbujipt.embedding_helper import qdrant_collection
 from ogbujipt.text_helper import text_splitter
 
 embedding_helper.QDRANT_AVAILABLE = True
 
+
 @pytest.fixture
 def CORRECT_STRING():
     return 'And the secret thing in its heaving\nThreatens with iron mask\nThe last lighted torch of the century…'
@@ -41,36 +41,27 @@ def test_embed_poem(mocker, COME_THUNDER_POEM, CORRECT_STRING):
     embedding_helper.models.VectorParams.side_effect = [mock_vparam]
     mocker.patch('ogbujipt.embedding_helper.QdrantClient')
 
-    client = qdrant_init_embedding_db()
+    coll = qdrant_collection(collection_name, embedding)
 
-    #client.count.side_effect = ['count=0']
-    client.count.side_effect = lambda collection_name: 'count=0'
-    client = qdrant_add_collection(
-        client,
-        chunks,
-        embedding,
-        collection_name
-        )
-    client.recreate_collection.assert_called_once_with(
+    # client.count.side_effect = ['count=0']
+    coll.db.count.side_effect = lambda collection_name: 'count=0'
+    coll.add(chunks, collection_name)
+    coll.db.recreate_collection.assert_called_once_with(
         collection_name='test_collection',
         vectors_config=mock_vparam
         )
-    
+
     embedding.encode.assert_called_with(CORRECT_STRING)
 
     # Test update/insert into the DB
     mock_pstruct = object()
     embedding_helper.models.PointStruct.side_effect = lambda id=None, vector=None, payload=None: mock_pstruct
-    
-    client.count.reset_mock()
-    client = qdrant_upsert_collection(
-        client, 
-        chunks, 
-        embedding, 
-        collection_name
-        )
 
-    client.upsert.assert_called_with(
+    coll.db.count.reset_mock()
+    coll.upsert(chunks)
+
+    # XXX: Add test with metadata
+    coll.db.upsert.assert_called_with(
         collection_name=collection_name,
         points=[mock_pstruct]
         )