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[BFCL] Handling rate limits #559

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merged 7 commits into from
Aug 4, 2024
Merged

[BFCL] Handling rate limits #559

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23f5995
Handling rate limits
ShishirPatil Jul 28, 2024
f08b864
Retry thrice
ShishirPatil Jul 28, 2024
96c6da3
Merge branch 'main' into dev/shishirpatil
HuanzhiMao Jul 31, 2024
77eddc3
check for exception status code
HuanzhiMao Aug 1, 2024
c970d6f
add status code 500 check
HuanzhiMao Aug 4, 2024
8af9e5a
remove status code 403 check
HuanzhiMao Aug 4, 2024
8de09d5
add description
HuanzhiMao Aug 4, 2024
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22 changes: 18 additions & 4 deletions berkeley-function-call-leaderboard/openfunctions_evaluation.py
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Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
import argparse, json, os
import argparse, json, os, time
from tqdm import tqdm
from model_handler.handler_map import handler_map
from model_handler.model_style import ModelStyle
Expand Down Expand Up @@ -91,6 +91,7 @@ def collect_test_cases(test_filename_total, model_name):


def generate_results(args, model_name, test_cases_total):
retry_limit = 3
handler = build_handler(model_name, args.temperature, args.top_p, args.max_tokens)

if handler.model_style == ModelStyle.OSSMODEL:
Expand All @@ -114,9 +115,22 @@ def generate_results(args, model_name, test_cases_total):
if type(functions) is dict or type(functions) is str:
functions = [functions]

result, metadata = handler.inference(
user_question, functions, test_category
)
retry_count = 0

while retry_count < retry_limit:
try:
result, metadata = handler.inference(
user_question, functions, test_category
)
break # Success, exit the loop
except Exception as e:
if "Rate limit reached" in str(e) and retry_count < retry_limit - 1:
print(f"Rate limit reached. Sleeping for 65 seconds. Retry {retry_count + 1}/{retry_limit}")
time.sleep(65)
retry_count += 1
else:
print("Maximum retries reached or other error encountered.")
raise e # Rethrow the last caught exception
result_to_write = {
"id": test_case["id"],
"result": result,
Expand Down