release initial code

Co-authored-by: Ying Sheng <sqy1415@gmail.com>
Co-authored-by: Liangsheng Yin <hnyls2002@gmail.com>
Co-authored-by: Zhiqiang Xie <xiezhq@stanford.edu>
Co-authored-by: parasol-aser <3848358+parasol-aser@users.noreply.github.com>
Co-authored-by: LiviaSun <33578456+ChuyueSun@users.noreply.github.com>
Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>

benchmark/generative_agents/bench_sglang.py

@@ -0,0 +1,74 @@
+import argparse
+import json
+import time
+
+import sglang as sgl
+from sglang.test.test_utils import (
+    add_common_sglang_args_and_parse,
+    select_sglang_backend,
+)
+from sglang.utils import read_jsonl, dump_state_text
+
+from agent_functions import (
+    poignancy_event,
+    generate_event_triple,
+    generate_pronunciatio,
+    action_location_sector,
+    action_location_object,
+)
+
+
+def main(args):
+    lines = read_jsonl(args.data_path)[:args.num_events]
+    mapping = {
+        "poignancy_event": poignancy_event,
+        "generate_event_triple": generate_event_triple,
+        "generate_pronunciatio": generate_pronunciatio,
+        "action_location_sector": action_location_sector,
+        "action_location_object": action_location_object,
+    }
+    arguments = [{mapping[k]: v for k, v in l.items()} for l in lines]
+
+    # Select backend
+    backend = select_sglang_backend(args)
+    sgl.set_default_backend(backend)
+
+    states = []
+    # Run requests
+    tic = time.time()
+    for a in arguments:
+        # only a single key in the dict
+        for func, arg in a.items():
+            result = func.run(**arg)
+        result.sync()
+        states.append(result)
+    latency = time.time() - tic
+
+    # Compute accuracy
+    print(f"Latency: {latency:.3f}")
+
+    # Write results
+    dump_state_text(f"tmp_output_{args.backend}.txt", states)
+
+    with open(args.result_file, "a") as fout:
+        value = {
+            "task": "Generative Agents",
+            "backend": args.backend,
+            "num_gpus": 1,
+            "latency": round(latency, 3),
+            # to pack weighted functions as a single agent
+            "num_requests": len(arguments) / len(mapping),
+            "other": {
+                "num_events": args.num_events,
+                "parallel": args.parallel,
+            },
+        }
+        fout.write(json.dumps(value) + "\n")
+
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--data-path", type=str, default="agent_calls.jsonl")
+    parser.add_argument("--num-events", type=int, default=10)
+    args = add_common_sglang_args_and_parse(parser)
+    main(args)