Files
MCM-ICM_Toolkit/tests/test_core.py
T
guzhujushi cb96c847dd feat(core): 实现 Result 的 __repr__ 与 summary
L0 第 1 项落地。

- __repr__:单行紧凑;data 只给类型与规模(ndarray(100000)),
  绝不整数组打印;__repr__ 永不抛异常
- summary():可直接贴进论文的 Markdown 表格,
  行序 success → params.* → metrics.* → extras.*(按插入顺序,不排序),
  float 走 .6g,竖线转义,message 以引用行附在表后
- 新增 5 个模块级私有辅助:_fmt_scalar / _fmt_cell / _fmt_mapping /
  _describe_data / _truncate
- tests/test_core.py:去掉 test_result_repr_is_readable 的 skip,
  并补 3 条行为测试(默认值与失败路径与十万级数组、Markdown 结构、幂等)
- STATUS.md:L0 进度 1/12;新增决策 21(repr 不打印 data 内容)、
  22(summary 行序不排序);CHANGELOG.md 同步
2026-10-01 18:48:43 +08:00

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"""core 包测试。
TODO(L0):TestRandom / TestValidate 实现后去掉 skip 标记(Result 已完成)。
"""
from __future__ import annotations
import numpy as np
import pytest
@pytest.mark.skip(reason="未实现:见 docs/03-roadmap.md L0")
class TestRandom:
def test_get_rng_is_reproducible(self):
from mcm_toolkit.core import get_rng
assert get_rng(42).random() == get_rng(42).random()
def test_get_rng_passes_through_generator(self):
from mcm_toolkit.core import get_rng
g = np.random.default_rng(0)
assert get_rng(g) is g
def test_set_seed_makes_global_reproducible(self):
from mcm_toolkit.core import set_seed
set_seed(7)
a = np.random.default_rng(7).random()
set_seed(7)
b = np.random.default_rng(7).random()
assert a == b
@pytest.mark.skip(reason="未实现:见 docs/03-roadmap.md L0")
class TestValidate:
def test_check_same_length_raises_with_detail(self):
from mcm_toolkit.core import check_same_length
with pytest.raises(ValueError, match=r"2.*3|长度"):
check_same_length([1, 2], [1, 2, 3])
def test_check_array_rejects_nan(self):
from mcm_toolkit.core import check_array
with pytest.raises(ValueError):
check_array([1.0, np.nan, 2.0], finite=True)
def test_check_probability_bounds(self):
from mcm_toolkit.core import check_probability
assert check_probability(0.5) == 0.5
with pytest.raises(ValueError):
check_probability(1.5)
def test_check_square_matrix(self):
from mcm_toolkit.core import check_square_matrix
check_square_matrix([[1, 2], [3, 4]])
with pytest.raises(ValueError):
check_square_matrix([[1, 2, 3], [4, 5, 6]])
def test_result_repr_is_readable():
from mcm_toolkit.core import Result
text = repr(Result("demo", params={"a": 1}, metrics={"r2": 0.9}))
# 只断言关键信息在场,不断言完整字符串——否则以后调格式会让测试集体变红
assert "demo" in text and "r2" in text
def test_result_repr_stays_short_and_safe():
"""默认值、失败结果、十万级数组:repr 都不能崩,也不能刷屏。"""
from mcm_toolkit.core import Result
assert "empty" in repr(Result("empty"))
failed = repr(Result("boom", success=False, message="求解未收敛"))
assert "success=False" in failed
assert "求解未收敛" in failed
noisy = repr(Result("mc", data=np.arange(100_000)))
assert "ndarray(100000)" in noisy
assert len(noisy) < 200, "data 不应被整个打印出来"
def test_result_summary_is_markdown_table():
from mcm_toolkit.core import Result
result = Result("topsis", params={"n": 3}, metrics={"best": 0.83})
text = result.summary()
lines = text.splitlines()
assert lines[0] == "### topsis"
assert lines[2] == "| 项 | 值 |"
assert "| success | True |" in lines
assert "| params.n | 3 |" in lines
assert "| metrics.best | 0.83 |" in lines
assert result.summary() == text, "summary 必须无副作用、可重复调用"
def test_result_summary_appends_message_on_failure():
from mcm_toolkit.core import Result
text = Result("gm11", success=False, message="样本太少").summary()
assert "| success | False |" in text
assert text.rstrip().endswith("> 样本太少")