Files
keychecker/OpenAI.py
T
2024-03-18 10:01:49 +10:00

222 lines
9.7 KiB
Python

import APIKey
import asyncio
oai_api_url = "https://api.openai.com/v1"
oai_t1_rpm_limits = {"gpt-3.5-turbo": 3500, "gpt-4": 500, "gpt-4-32k": 20}
oai_tiers = {40000: 'Free', 60000: 'Tier1', 80000: 'Tier2', 160000: 'Tier3', 1000000: 'Tier4', 2000000: 'Tier5'}
async def get_oai_model(key: APIKey, session, retries, org=None):
for _ in range(retries):
headers = {'Authorization': f'Bearer {key.api_key}'}
if org is not None:
headers['OpenAI-Organization'] = org
async with session.get(f'{oai_api_url}/models', headers=headers) as response:
if response.status == 200:
data = await response.json()
models = data["data"]
top_model = "gpt-3.5-turbo"
for model in models:
if "ft:" in model["id"]:
key.has_special_models = True
if model["id"] == "gpt-4-base":
key.the_one = True
if model["id"] == "gpt-4-32k":
top_model = model["id"]
break
elif model["id"] == "gpt-4":
top_model = model["id"]
key.model = top_model
return True
elif response.status != 502:
return
await asyncio.sleep(0.5)
async def get_oai_key_attribs(key: APIKey, session, retries, org=None):
chat_object = {"model": f'{key.model}', "messages": [{"role": "user", "content": ""}], "max_tokens": 0}
for _ in range(retries):
headers = {'Authorization': f'Bearer {key.api_key}', 'accept': 'application/json'}
if org is not None:
headers['OpenAI-Organization'] = org
async with session.post(f'{oai_api_url}/chat/completions', headers=headers, json=chat_object) as response:
if response.status in [400, 429]:
data = await response.json()
message = data["error"]["type"]
if message is None:
return
match message:
case "access_terminated":
return
case "billing_not_active":
return
case "insufficient_quota":
key.has_quota = False
case "invalid_request_error":
key.has_quota = True
key.rpm = int(response.headers.get("x-ratelimit-limit-requests"))
if key.rpm < oai_t1_rpm_limits[key.model]: # oddly seen some gpt4 trial keys
key.trial = True
key.tier = await get_oai_key_tier(key, session, retries)
return True
elif response.status != 502:
return
await asyncio.sleep(0.5)
# this will weed out fake t4/t5 keys reporting a 10k rpm limit, those keys would have requested to have their rpm increased
async def get_oai_key_tier(key: APIKey, session, retries, org=None):
if key.trial:
return 'Free'
chat_object = {"model": f'gpt-3.5-turbo', "messages": [{"role": "user", "content": ""}], "max_tokens": 0}
for _ in range(retries):
headers = {'Authorization': f'Bearer {key.api_key}', 'accept': 'application/json'}
if org is not None:
headers['OpenAI-Organization'] = org
async with session.post(f'{oai_api_url}/chat/completions', headers=headers, json=chat_object) as response:
if response.status in [400, 429]:
try:
return oai_tiers[int(response.headers.get("x-ratelimit-limit-tokens"))]
except (KeyError, TypeError, ValueError):
continue
elif response.status != 502:
return
await asyncio.sleep(0.5)
return
async def get_oai_org(key: APIKey, session, retries):
for _ in range(retries):
async with session.get(f'{oai_api_url}/organizations', headers={'Authorization': f'Bearer {key.api_key}'}) as response:
if response.status == 200:
data = await response.json()
orgs = data["data"]
for org in orgs:
if not org["personal"]:
if org["is_default"]:
key.default_org = org["name"]
key.organizations.append(org["name"])
return True
elif response.status != 502:
return
await asyncio.sleep(0.5)
async def clone_key(key: APIKey, session, retries):
cloned_keys = set()
if len(key.organizations) <= 1:
return False
for org in key.organizations:
if org == key.default_org:
continue
new_key = key.clone()
new_key.default_org = org
results = await asyncio.gather(get_oai_model(new_key, session, retries, org), get_oai_key_attribs(new_key, session, retries, org))
model_result, attribs_result = results
if model_result is not None and attribs_result is not None:
cloned_keys.add(new_key)
return cloned_keys
def check_manual_increase(key: APIKey):
if key.model == 'gpt-3.5-turbo' and key.rpm > 3500:
return True
elif key.tier == 'Tier1' and key.model != 'gpt-3.5-turbo' and key.rpm > 500:
return True
elif key.tier in ['Tier2', 'Tier3'] and key.rpm > 5000:
return True
elif key.tier in ['Tier3', 'Tier4'] and key.rpm > 10000:
return True
return False
def pretty_print_oai_keys(keys, cloned_keys):
print('-' * 90)
org_count = 0
quota_count = 0
no_quota_count = 0
t5_count = 0
key_groups = {
"gpt-3.5-turbo": {
"has_quota": [],
"no_quota": []
},
"gpt-4": {
"has_quota": [],
"no_quota": []
},
"gpt-4-32k": {
"has_quota": [],
"no_quota": []
}
}
for key in keys:
if key.organizations:
org_count += 1
if key.tier == 'Tier5':
t5_count += 1
if key.has_quota:
key_groups[key.model]['has_quota'].append(key)
quota_count += 1
else:
key_groups[key.model]['no_quota'].append(key)
no_quota_count += 1
print(f'Validated {len(key_groups["gpt-3.5-turbo"]["has_quota"])} Turbo keys with quota:')
for key in key_groups["gpt-3.5-turbo"]["has_quota"]:
print(f"{key.api_key}"
+ (f" | default org - {key.default_org}" if key.default_org else "")
+ (f" | other orgs - {key.organizations}" if len(key.organizations) > 1 else "")
+ f" | {key.rpm} RPM" + (f" - {key.tier}" if key.tier else "")
+ (" (RPM increased via request)" if check_manual_increase(key) else "")
+ (f" | TRIAL KEY" if key.trial else ""))
print(f'\nValidated {len(key_groups["gpt-3.5-turbo"]["no_quota"])} Turbo keys with no quota:')
for key in key_groups["gpt-3.5-turbo"]["no_quota"]:
print(f"{key.api_key}"
+ (f" | default org - {key.default_org}" if key.default_org else "")
+ (f" | other orgs - {key.organizations}" if len(key.organizations) > 1 else ""))
print(f'\nValidated {len(key_groups["gpt-4"]["has_quota"])} gpt-4 keys with quota:')
for key in key_groups["gpt-4"]["has_quota"]:
print(f"{key.api_key}"
+ (f" | default org - {key.default_org}" if key.default_org else "")
+ (f" | other orgs - {key.organizations}" if len(key.organizations) > 1 else "")
+ f" | {key.rpm} RPM" + (f" - {key.tier}" if key.tier else "")
+ (" (RPM increased via request)" if check_manual_increase(key) else "")
+ (f" | TRIAL KEY" if key.trial else "")
+ (f" | key has finetuned models" if key.has_special_models else ""))
print(f'\nValidated {len(key_groups["gpt-4"]["no_quota"])} gpt-4 keys with no quota:')
for key in key_groups["gpt-4"]["no_quota"]:
print(f"{key.api_key}"
+ (f" | default org - {key.default_org}" if key.default_org else "")
+ (f" | other orgs - {key.organizations}" if len(key.organizations) > 1 else "")
+ (f" | key has finetuned models" if key.has_special_models else ""))
print(f'\nValidated {len(key_groups["gpt-4-32k"]["has_quota"])} gpt-4-32k keys with quota:')
for key in key_groups["gpt-4-32k"]["has_quota"]:
print(f"{key.api_key}"
+ (f" | default org - {key.default_org}" if key.default_org else "")
+ (f" | other orgs - {key.organizations}" if len(key.organizations) > 1 else "")
+ f" | {key.rpm} RPM" + (f" - {key.tier}" if key.tier else "")
+ (" (RPM increased via request)" if check_manual_increase(key) else "")
+ (f" | TRIAL KEY" if key.trial else "")
+ (f" | key has finetuned models" if key.has_special_models else "")
+ (f" | !!!god key!!!" if key.the_one else ""))
print(f'\nValidated {len(key_groups["gpt-4-32k"]["no_quota"])} gpt-4-32k keys with no quota:')
for key in key_groups["gpt-4-32k"]["no_quota"]:
print(f"{key.api_key}"
+ (f" | default org - {key.default_org}" if key.default_org else "")
+ (f" | other orgs - {key.organizations}" if len(key.organizations) > 1 else "")
+ (f" | key has finetuned models" if key.has_special_models else "")
+ (f" | !!!god key!!!" if key.the_one else ""))
if cloned_keys:
print(f'\n--- Cloned {len(cloned_keys)} keys due to finding alternative orgs that could prompt ---')
print(f'\n--- Total Valid OpenAI Keys: {len(keys)} ({quota_count} in quota, {no_quota_count} no quota, {org_count} orgs, {t5_count} Tier5) ---\n')