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2026-07-13 11:59:58 +08:00

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Python

"""Tests for ``deerflow.utils.llm_text``."""
from __future__ import annotations
from deerflow.utils.llm_text import (
extract_response_text,
strip_markdown_code_fence,
strip_think_blocks,
)
# ---------------------------------------------------------------------------
# strip_think_blocks
# ---------------------------------------------------------------------------
def test_strip_think_blocks_removes_complete_block() -> None:
assert strip_think_blocks("before<think>reasoning</think>after") == "beforeafter"
def test_strip_think_blocks_removes_multiline_block() -> None:
# DOTALL: the block spans newlines and surrounding whitespace is stripped.
text = "answer\n<think>\nmulti\nline\n</think>\n"
assert strip_think_blocks(text) == "answer"
def test_strip_think_blocks_is_case_insensitive_and_tolerates_close_spacing() -> None:
assert strip_think_blocks("<THINK>x</THINK >done") == "done"
def test_strip_think_blocks_handles_open_tag_attributes() -> None:
assert strip_think_blocks('<think class="a">secret</think>visible') == "visible"
def test_strip_think_blocks_removes_multiple_blocks_non_greedy() -> None:
# Non-greedy matching removes each block independently, not everything
# between the first open and the last close.
assert strip_think_blocks("a<think>1</think>b<think>2</think>c") == "abc"
def test_strip_think_blocks_response_that_is_only_reasoning_becomes_empty() -> None:
assert strip_think_blocks("<think>only</think>") == ""
def test_strip_think_blocks_passes_plain_text_through() -> None:
assert strip_think_blocks("just text") == "just text"
def test_strip_think_blocks_truncates_unclosed_by_default() -> None:
# A dangling open tag means the model was truncated mid-thought; drop the
# rest of the text so downstream JSON parsers do not choke on it.
assert strip_think_blocks("visible answer <think>partial reasoning") == "visible answer"
def test_strip_think_blocks_keeps_unclosed_tag_when_truncation_disabled() -> None:
text = "visible answer <think>partial reasoning"
assert strip_think_blocks(text, truncate_unclosed=False) == text
def test_strip_think_blocks_removes_complete_then_truncates_dangling() -> None:
assert strip_think_blocks("<think>done</think>keep<think>trunc") == "keep"
def test_strip_think_blocks_removes_complete_and_keeps_dangling_when_disabled() -> None:
result = strip_think_blocks("<think>done</think>keep<think>trunc", truncate_unclosed=False)
assert result == "keep<think>trunc"
# ---------------------------------------------------------------------------
# strip_markdown_code_fence
# ---------------------------------------------------------------------------
def test_strip_markdown_code_fence_unwraps_language_fence() -> None:
assert strip_markdown_code_fence('```json\n{"a": 1}\n```') == '{"a": 1}'
def test_strip_markdown_code_fence_unwraps_bare_fence() -> None:
assert strip_markdown_code_fence("```\nhello\n```") == "hello"
def test_strip_markdown_code_fence_ignores_surrounding_whitespace() -> None:
assert strip_markdown_code_fence(" ```json\n{}\n``` ") == "{}"
def test_strip_markdown_code_fence_preserves_multiline_body() -> None:
fenced = "```python\ndef f():\n return 1\n```"
assert strip_markdown_code_fence(fenced) == "def f():\n return 1"
def test_strip_markdown_code_fence_returns_plain_text_unchanged() -> None:
assert strip_markdown_code_fence("plain text") == "plain text"
def test_strip_markdown_code_fence_ignores_inline_backticks() -> None:
assert strip_markdown_code_fence("see `code` here") == "see `code` here"
def test_strip_markdown_code_fence_leaves_lone_fence_line_unchanged() -> None:
# Fewer than three lines cannot be an opening + body + closing fence.
assert strip_markdown_code_fence("```json") == "```json"
def test_strip_markdown_code_fence_leaves_unterminated_fence_unchanged() -> None:
assert strip_markdown_code_fence("```\ncontent") == "```\ncontent"
# ---------------------------------------------------------------------------
# extract_response_text
# ---------------------------------------------------------------------------
def test_extract_response_text_passes_string_through_verbatim() -> None:
# No stripping: the raw string content is returned unchanged.
assert extract_response_text(" hi ") == " hi "
def test_extract_response_text_joins_string_blocks() -> None:
assert extract_response_text(["a", "b"]) == "a\nb"
def test_extract_response_text_reads_text_and_output_text_blocks() -> None:
content = [
{"type": "text", "text": "x"},
{"type": "output_text", "text": "y"},
]
assert extract_response_text(content) == "x\ny"
def test_extract_response_text_ignores_non_text_blocks() -> None:
content = [
{"type": "tool_use", "text": "ignored"},
{"type": "text", "text": "kept"},
]
assert extract_response_text(content) == "kept"
def test_extract_response_text_mixes_string_and_dict_blocks() -> None:
content = ["intro", {"type": "text", "text": "body"}]
assert extract_response_text(content) == "intro\nbody"
def test_extract_response_text_skips_blocks_with_non_string_text() -> None:
content = [{"type": "text", "text": 123}, {"type": "text", "text": "ok"}]
assert extract_response_text(content) == "ok"
def test_extract_response_text_returns_empty_for_empty_list() -> None:
assert extract_response_text([]) == ""
def test_extract_response_text_returns_empty_for_none() -> None:
assert extract_response_text(None) == ""
def test_extract_response_text_stringifies_other_types() -> None:
assert extract_response_text(123) == "123"
assert extract_response_text({"a": 1}) == str({"a": 1})