wehub-resource-sync
c3bf08ac8d
K8s Workspace Integration Tests / k8s-workspace-tests (push) Has been cancelled
Pre-commit / run (ubuntu-latest) (push) Has been cancelled
Python Unittest Coverage / test (macos-15, 3.11) (push) Has been cancelled
Python Unittest Coverage / test (ubuntu-latest, 3.11) (push) Has been cancelled
Python Unittest Coverage / test (windows-latest, 3.11) (push) Has been cancelled
Web UI / check (push) Has been cancelled
85 lines
2.6 KiB
Python
85 lines
2.6 KiB
Python
# -*- coding: utf-8 -*-
|
|
"""Tests for the fallback chat model token estimation."""
|
|
from unittest.async_case import IsolatedAsyncioTestCase
|
|
|
|
from utils import MockModel
|
|
|
|
from agentscope.message import (
|
|
Base64Source,
|
|
DataBlock,
|
|
TextBlock,
|
|
URLSource,
|
|
UserMsg,
|
|
)
|
|
|
|
|
|
class ModelCountTokensTest(IsolatedAsyncioTestCase):
|
|
"""Test the base chat model token estimation behavior."""
|
|
|
|
async def asyncSetUp(self) -> None:
|
|
"""Set up a mock model that uses ChatModelBase.count_tokens."""
|
|
self.model = MockModel()
|
|
|
|
async def test_data_blocks_use_flat_multimodal_estimate(self) -> None:
|
|
"""Large base64 payloads are not counted as prompt text."""
|
|
data = "a" * 400_000
|
|
tokens = await self.model.count_tokens(
|
|
[
|
|
UserMsg(
|
|
name="user",
|
|
content=[
|
|
TextBlock(text="hi"),
|
|
DataBlock(
|
|
source=Base64Source(
|
|
data=data,
|
|
media_type="image/png",
|
|
),
|
|
),
|
|
],
|
|
),
|
|
],
|
|
None,
|
|
)
|
|
|
|
self.assertEqual(tokens, 2001)
|
|
|
|
async def test_base64_and_url_data_blocks_have_same_estimate(self) -> None:
|
|
"""The same data block should not differ by source representation."""
|
|
base64_tokens = await self.model.count_tokens(
|
|
[
|
|
UserMsg(
|
|
name="user",
|
|
content=[
|
|
DataBlock(
|
|
source=Base64Source(
|
|
data="a" * 400_000,
|
|
media_type="image/png",
|
|
),
|
|
),
|
|
],
|
|
),
|
|
],
|
|
None,
|
|
)
|
|
# The file does not need to exist; token estimation must not read
|
|
# URLSource payloads.
|
|
url_tokens = await self.model.count_tokens(
|
|
[
|
|
UserMsg(
|
|
name="user",
|
|
content=[
|
|
DataBlock(
|
|
source=URLSource(
|
|
url="file:///tmp/image.png",
|
|
media_type="image/png",
|
|
),
|
|
),
|
|
],
|
|
),
|
|
],
|
|
None,
|
|
)
|
|
|
|
self.assertEqual(base64_tokens, 2000)
|
|
self.assertEqual(url_tokens, 2000)
|