비용 추적

import weave
from openai import OpenAI

weave.init("your-team/project-name")
client = OpenAI()

response = client.chat.completions.create(
    model="gpt-4o-mini",
    messages=[{"role": "user", "content": "What is 2 + 2?"}],
)

import time
time.sleep(2)

# 현재 Weave 클라이언트 인스턴스를 가져옵니다
weave_client = weave.get_client()
# 인스턴스의 Call과 각 Call의 비용에 액세스합니다
calls = list(weave_client.get_calls(include_costs=True, limit=1))
call = calls[0]

# Call 요약에 액세스하여 사용 가능한 비용 필드를 가져옵니다
costs = call.summary.get("weave", {}).get("costs", {})
if not costs:
    print("No costs found in summary.weave.costs")
for model, cost in costs.items():
    print(f"Model: {model}")
    print(f"  Input cost:  ${cost['prompt_tokens_total_cost']:.6f}")
    print(f"  Output cost: ${cost['completion_tokens_total_cost']:.6f}")

import weave
from datetime import datetime

client = weave.init("your-team/project-name")

client.add_cost(
    llm_id="your_model_name",
    prompt_token_cost=0.01,
    completion_token_cost=0.02
)

client.add_cost(
    llm_id="your_model_name",
    prompt_token_cost=10,
    completion_token_cost=20,
    effective_date=datetime(2025, 4, 22),
)

import weave

client = weave.init("your-team/project-name")

costs = client.query_costs(llm_ids=["your_model_name"])

cost = client.query_costs(costs[0].id)

import weave

client = weave.init("your-team/project-name")

costs = client.query_costs(llm_ids=["your_model_name"])
client.purge_costs([cost.id for cost in costs])

import weave

weave.init("your-team/project-name")

@weave.op()
def get_costs_for_project(project_name: str):
    total_cost = 0
    requests = 0

    client = weave.init(project_name)
    calls = list(
        client.get_calls(filter={"trace_roots_only": True}, include_costs=True)
    )

    for call in calls:
        if call.summary["weave"] is not None and call.summary["weave"].get("costs", None) is not None:
            for k, cost in call.summary["weave"]["costs"].items():
                requests += cost["requests"]
                total_cost += cost["prompt_tokens_total_cost"]
                total_cost += cost["completion_tokens_total_cost"]

    return {
        "total_cost": total_cost,
        "requests": requests,
        "calls": len(calls),
    }

get_costs_for_project("my_custom_cost_model")