tests : update server tests

ggml-ci

Author: ggerganov

examples/server/server.cpp

@@ -744,16 +744,16 @@ struct server_task_result_embd : server_task_result {
 
     json to_json_non_oaicompat() {
         return json {
-            {"index",            index},
-            {"embedding",        embedding},
-            {"tokens_evaluated", n_tokens},
+            {"index",     index},
+            {"embedding", embedding},
         };
     }
 
     json to_json_oaicompat() {
         return json {
-            {"index",     index},
-            {"embedding", embedding[0]},
+            {"index",            index},
+            {"embedding",        embedding[0]},
+            {"tokens_evaluated", n_tokens},
         };
     }
 };

examples/server/tests/unit/test_embedding.py

@@ -48,7 +48,7 @@ def test_embedding_multiple():
 
 
 @pytest.mark.parametrize(
-    "content,is_multi_prompt",
+    "input,is_multi_prompt",
     [
         # single prompt
         ("string", False),
@@ -61,19 +61,20 @@ def test_embedding_multiple():
         ([[12, 34, 56], [12, "string", 34, 56]], True),
     ]
 )
-def test_embedding_mixed_input(content, is_multi_prompt: bool):
+def test_embedding_mixed_input(input, is_multi_prompt: bool):
     global server
     server.start()
-    res = server.make_request("POST", "/embeddings", data={"content": content})
+    res = server.make_request("POST", "/v1/embeddings", data={"input": input})
     assert res.status_code == 200
+    data = res.body['data']
     if is_multi_prompt:
-        assert len(res.body) == len(content)
-        for d in res.body:
+        assert len(data) == len(input)
+        for d in data:
             assert 'embedding' in d
             assert len(d['embedding']) > 1
     else:
-        assert 'embedding' in res.body
-        assert len(res.body['embedding']) > 1
+        assert 'embedding' in data[0]
+        assert len(data[0]['embedding']) > 1
 
 
 def test_embedding_pooling_none():
@@ -85,7 +86,7 @@ def test_embedding_pooling_none():
     })
     assert res.status_code == 200
     assert 'embedding' in res.body[0]
-    assert len(res.body[0]['embedding']) == 3
+    assert len(res.body[0]['embedding']) == 5 # 3 text tokens + 2 special
 
     # make sure embedding vector is not normalized
     for x in res.body[0]['embedding']:
@@ -172,7 +173,7 @@ def test_same_prompt_give_same_result():
 def test_embedding_usage_single(content, n_tokens):
     global server
     server.start()
-    res = server.make_request("POST", "/embeddings", data={"input": content})
+    res = server.make_request("POST", "/v1/embeddings", data={"input": content})
     assert res.status_code == 200
     assert res.body['usage']['prompt_tokens'] == res.body['usage']['total_tokens']
     assert res.body['usage']['prompt_tokens'] == n_tokens
@@ -181,7 +182,7 @@ def test_embedding_usage_single(content, n_tokens):
 def test_embedding_usage_multiple():
     global server
     server.start()
-    res = server.make_request("POST", "/embeddings", data={
+    res = server.make_request("POST", "/v1/embeddings", data={
         "input": [
             "I believe the meaning of life is",
             "I believe the meaning of life is",