chore: removed async time tests from benchmarks

src/ragas/metrics/base.py

@@ -63,11 +63,13 @@ def get_required_columns(
 class Metric(ABC):
     @property
     @abstractmethod
-    def name(self) -> str: ...
+    def name(self) -> str:
+        ...
 
     @property
     @abstractmethod
-    def evaluation_mode(self) -> EvaluationMode: ...
+    def evaluation_mode(self) -> EvaluationMode:
+        ...
 
     @abstractmethod
     def init(self, run_config: RunConfig):
@@ -136,9 +138,8 @@ async def ascore(
         return score
 
     @abstractmethod
-    async def _ascore(
-        self, row: t.Dict, callbacks: Callbacks, is_async: bool
-    ) -> float: ...
+    async def _ascore(self, row: t.Dict, callbacks: Callbacks, is_async: bool) -> float:
+        ...
 
 
 @dataclass

src/ragas/testset/generator.py

@@ -218,10 +218,10 @@ def generate_with_langchain_docs(
 
     def init_evolution(self, evolution: Evolution) -> None:
         evolution.docstore = self.docstore
-        
+
         if evolution.generator_llm is None:
             evolution.generator_llm = self.generator_llm
-            
+
             if evolution.question_filter is None:
                 evolution.question_filter = QuestionFilter(llm=self.critic_llm)
             if evolution.node_filter is None:

src/ragas/utils.py

@@ -148,8 +148,8 @@ def emit_warning(*args, **kwargs):
 
 def get_or_init(
     dictionary: t.Dict[str, t.Any], key: str, default: t.Callable[[], t.Any]
-) -> t.Any:    
+) -> t.Any:
     _value = dictionary.get("key")
     value = _value if _value is not None else default()
-    
-    return value
+
+    return value

tests/benchmarks/benchmark_eval.py

@@ -34,28 +34,15 @@
 ]
 
 # os.environ["PYTHONASYNCIODEBUG"] = "1"
-IGNORE_THREADS = True
 IGNORE_ASYNCIO = False
 
 if __name__ == "__main__":
     # asyncio
-    if not IGNORE_ASYNCIO:
-        print("Starting [Asyncio]")
-        start = time.time()
-        _ = evaluate(
-            eval_dataset,
-            metrics=metrics,
-            is_async=True,
-        )
-        print(f"Time taken [Asyncio]: {time.time() - start:.2f}s")
-
-    # Threads
-    if not IGNORE_THREADS:
-        print("Starting [Threads]")
-        start = time.time()
-        _ = evaluate(
-            eval_dataset,
-            metrics=metrics,
-            is_async=False,
-        )
-        print(f"Time taken [Threads]: {time.time() - start:.2f}s")
+    print("Starting [Asyncio]")
+    start = time.time()
+    _ = evaluate(
+        eval_dataset,
+        metrics=metrics,
+        is_async=True,
+    )
+    print(f"Time taken [Asyncio]: {time.time() - start:.2f}s")

tests/benchmarks/benchmark_testsetgen.py

@@ -26,33 +26,19 @@ def get_documents():
     return documents
 
 
-IGNORE_THREADS = False
 IGNORE_ASYNCIO = False
 # os.environ["PYTHONASYNCIODEBUG"] = "1"
 
 if __name__ == "__main__":
     documents = get_documents()
 
     # asyncio
-    if not IGNORE_ASYNCIO:
-        print("Starting [Asyncio]")
-        start = time.time()
-        generator.generate_with_llamaindex_docs(
-            documents=documents,
-            test_size=50,
-            distributions=distributions,
-            is_async=True,
-        )
-        print(f"Time taken: {time.time() - start:.2f}s")
-
-    # Threads
-    if not IGNORE_THREADS:
-        print("Starting [Threads]")
-        start = time.time()
-        generator.generate_with_llamaindex_docs(
-            documents=documents,
-            test_size=50,
-            distributions=distributions,
-            is_async=False,
-        )
-        print(f"Time taken [Threads]: {time.time() - start:.2f}s")
+    print("Starting [Asyncio]")
+    start = time.time()
+    generator.generate_with_llamaindex_docs(
+        documents=documents,
+        test_size=50,
+        distributions=distributions,
+        is_async=True,
+    )
+    print(f"Time taken: {time.time() - start:.2f}s")

tests/unit/test_metric.py

@@ -1,5 +1,5 @@
-from ragas.metrics.utils import get_available_metrics
 from ragas.metrics.base import EvaluationMode
+from ragas.metrics.utils import get_available_metrics
 
 
 def test_get_available_metrics():