Add gigachat 3.1 tool parser + fix gigachat3 tool parser (#36664)
Signed-off-by: Viacheslav Barinov <viacheslav.teh@gmail.com>
This commit is contained in:
@@ -13,6 +13,13 @@ from vllm.entrypoints.openai.engine.protocol import FunctionCall
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from vllm.tokenizers import TokenizerLike
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from vllm.tool_parsers import ToolParser, ToolParserManager
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MSG_SEP_TOKEN = "<|message_sep|>\n\n"
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ROLE_SEP_TOKEN = "<|role_sep|>\n"
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EOS_TOKEN = "</s>"
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TOOL_HEADER_GIGACHAT3 = f"function call{ROLE_SEP_TOKEN}"
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TOOL_HEADER_GIGACHAT31 = "<|function_call|>"
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SIMPLE_ARGS_DICT = {
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"action": "create",
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"id": "preferences",
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@@ -24,7 +31,10 @@ SIMPLE_FUNCTION_JSON = json.dumps(
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},
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ensure_ascii=False,
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)
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SIMPLE_FUNCTION_OUTPUT = "function call" + SIMPLE_FUNCTION_JSON
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SIMPLE_FUNCTION_OUTPUT_GIGACHAT3 = (
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f"{MSG_SEP_TOKEN}{TOOL_HEADER_GIGACHAT3}{SIMPLE_FUNCTION_JSON}"
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)
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SIMPLE_FUNCTION_OUTPUT_GIGACHAT31 = f"{TOOL_HEADER_GIGACHAT31}{SIMPLE_FUNCTION_JSON}"
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SIMPLE_FUNCTION_CALL = FunctionCall(
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name="manage_user_memory",
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arguments=json.dumps(SIMPLE_ARGS_DICT, ensure_ascii=False),
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@@ -38,7 +48,12 @@ PARAMETERLESS_FUNCTION_JSON = json.dumps(
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},
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ensure_ascii=False,
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)
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PARAMETERLESS_FUNCTION_OUTPUT = "function call" + PARAMETERLESS_FUNCTION_JSON
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PARAMETERLESS_FUNCTION_OUTPUT_GIGACHAT3 = (
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f"{MSG_SEP_TOKEN}{TOOL_HEADER_GIGACHAT3}{PARAMETERLESS_FUNCTION_JSON}"
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)
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PARAMETERLESS_FUNCTION_OUTPUT_GIGACHAT31 = (
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f"{TOOL_HEADER_GIGACHAT31}{PARAMETERLESS_FUNCTION_JSON}"
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)
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PARAMETERLESS_FUNCTION_CALL = FunctionCall(
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name="manage_user_memory",
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arguments=json.dumps({}, ensure_ascii=False),
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@@ -62,17 +77,38 @@ COMPLEX_FUNCTION_JSON = json.dumps(
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},
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ensure_ascii=False,
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)
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COMPLEX_FUNCTION_OUTPUT = "function call" + COMPLEX_FUNCTION_JSON
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COMPLEX_FUNCTION_OUTPUT_GIGACHAT3 = (
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f"{MSG_SEP_TOKEN}{TOOL_HEADER_GIGACHAT3}{COMPLEX_FUNCTION_JSON}"
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)
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COMPLEX_FUNCTION_OUTPUT_GIGACHAT31 = f"{TOOL_HEADER_GIGACHAT31}{COMPLEX_FUNCTION_JSON}"
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COMPLEX_FUNCTION_CALL = FunctionCall(
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name="manage_user_memory",
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arguments=json.dumps(COMPLEX_ARGS_DICT, ensure_ascii=False),
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)
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CONTENT_TEXT = "I'll check that for you."
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MIXED_OUTPUT_GIGACHAT3 = f"{CONTENT_TEXT}{SIMPLE_FUNCTION_OUTPUT_GIGACHAT3}"
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MIXED_OUTPUT_GIGACHAT31 = f"{CONTENT_TEXT}{SIMPLE_FUNCTION_OUTPUT_GIGACHAT31}"
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@pytest.fixture(name="gigachat_tokenizer")
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def fixture_gigachat_tokenizer(default_tokenizer: TokenizerLike):
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default_tokenizer.add_tokens(
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[
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MSG_SEP_TOKEN,
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ROLE_SEP_TOKEN,
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TOOL_HEADER_GIGACHAT31,
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EOS_TOKEN,
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]
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)
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return default_tokenizer
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@pytest.mark.parametrize("streaming", [True, False])
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def test_no_tool_call(streaming: bool, default_tokenizer: TokenizerLike):
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def test_no_tool_call(streaming: bool, gigachat_tokenizer: TokenizerLike):
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tool_parser: ToolParser = ToolParserManager.get_tool_parser("gigachat3")(
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default_tokenizer
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gigachat_tokenizer
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)
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model_output = "How can I help you today?"
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content, tool_calls = run_tool_extraction(
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@@ -85,45 +121,143 @@ def test_no_tool_call(streaming: bool, default_tokenizer: TokenizerLike):
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TEST_CASES = [
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pytest.param(
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True,
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SIMPLE_FUNCTION_OUTPUT,
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SIMPLE_FUNCTION_OUTPUT_GIGACHAT3,
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[SIMPLE_FUNCTION_CALL],
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None,
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id="simple_streaming",
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id="simple_streaming_gigachat3",
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),
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pytest.param(
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False,
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SIMPLE_FUNCTION_OUTPUT,
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SIMPLE_FUNCTION_OUTPUT_GIGACHAT3,
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[SIMPLE_FUNCTION_CALL],
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None,
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id="simple_nonstreaming",
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id="simple_nonstreaming_gigachat3",
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),
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pytest.param(
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True,
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PARAMETERLESS_FUNCTION_OUTPUT,
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PARAMETERLESS_FUNCTION_OUTPUT_GIGACHAT3,
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[PARAMETERLESS_FUNCTION_CALL],
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None,
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id="parameterless_streaming",
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id="parameterless_streaming_gigachat3",
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),
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pytest.param(
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False,
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PARAMETERLESS_FUNCTION_OUTPUT,
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PARAMETERLESS_FUNCTION_OUTPUT_GIGACHAT3,
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[PARAMETERLESS_FUNCTION_CALL],
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None,
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id="parameterless_nonstreaming",
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id="parameterless_nonstreaming_gigachat3",
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),
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pytest.param(
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True,
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COMPLEX_FUNCTION_OUTPUT,
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COMPLEX_FUNCTION_OUTPUT_GIGACHAT3,
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[COMPLEX_FUNCTION_CALL],
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None,
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id="complex_streaming",
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id="complex_streaming_gigachat3",
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),
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pytest.param(
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False,
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COMPLEX_FUNCTION_OUTPUT,
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COMPLEX_FUNCTION_OUTPUT_GIGACHAT3,
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[COMPLEX_FUNCTION_CALL],
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None,
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id="complex_nonstreaming",
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id="complex_nonstreaming_gigachat3",
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),
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pytest.param(
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True,
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MIXED_OUTPUT_GIGACHAT3,
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[SIMPLE_FUNCTION_CALL],
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CONTENT_TEXT,
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id="mixed_content_streaming_gigachat3",
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),
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pytest.param(
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False,
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MIXED_OUTPUT_GIGACHAT3,
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[SIMPLE_FUNCTION_CALL],
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CONTENT_TEXT,
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id="mixed_content_nonstreaming_gigachat3",
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),
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pytest.param(
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True,
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MIXED_OUTPUT_GIGACHAT3 + EOS_TOKEN,
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[SIMPLE_FUNCTION_CALL],
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CONTENT_TEXT,
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id="mixed_content_streaming_with_eos_gigachat3",
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),
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pytest.param(
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False,
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MIXED_OUTPUT_GIGACHAT3 + EOS_TOKEN,
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[SIMPLE_FUNCTION_CALL],
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CONTENT_TEXT,
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id="mixed_content_nonstreaming_with_eos_gigachat3",
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),
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pytest.param(
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True,
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SIMPLE_FUNCTION_OUTPUT_GIGACHAT31,
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[SIMPLE_FUNCTION_CALL],
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None,
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id="simple_streaming_gigachat31",
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),
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pytest.param(
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False,
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SIMPLE_FUNCTION_OUTPUT_GIGACHAT31,
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[SIMPLE_FUNCTION_CALL],
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None,
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id="simple_nonstreaming_gigachat31",
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),
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pytest.param(
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True,
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PARAMETERLESS_FUNCTION_OUTPUT_GIGACHAT31,
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[PARAMETERLESS_FUNCTION_CALL],
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None,
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id="parameterless_streaming_gigachat31",
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),
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pytest.param(
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False,
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PARAMETERLESS_FUNCTION_OUTPUT_GIGACHAT31,
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[PARAMETERLESS_FUNCTION_CALL],
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None,
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id="parameterless_nonstreaming_gigachat31",
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),
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pytest.param(
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True,
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COMPLEX_FUNCTION_OUTPUT_GIGACHAT31,
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[COMPLEX_FUNCTION_CALL],
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None,
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id="complex_streaming_gigachat31",
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),
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pytest.param(
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False,
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COMPLEX_FUNCTION_OUTPUT_GIGACHAT31,
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[COMPLEX_FUNCTION_CALL],
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None,
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id="complex_nonstreaming_gigachat31",
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),
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pytest.param(
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True,
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MIXED_OUTPUT_GIGACHAT31,
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[SIMPLE_FUNCTION_CALL],
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CONTENT_TEXT,
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id="mixed_content_streaming_gigachat31",
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),
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pytest.param(
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False,
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MIXED_OUTPUT_GIGACHAT31,
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[SIMPLE_FUNCTION_CALL],
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CONTENT_TEXT,
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id="mixed_content_nonstreaming_gigachat31",
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),
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pytest.param(
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True,
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MIXED_OUTPUT_GIGACHAT31 + EOS_TOKEN,
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[SIMPLE_FUNCTION_CALL],
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CONTENT_TEXT,
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id="mixed_content_streaming_with_eos_gigachat31",
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),
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pytest.param(
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False,
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MIXED_OUTPUT_GIGACHAT31 + EOS_TOKEN,
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[SIMPLE_FUNCTION_CALL],
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CONTENT_TEXT,
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id="mixed_content_nonstreaming_with_eos_gigachat31",
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),
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]
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@@ -136,14 +270,16 @@ def test_tool_call(
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model_output: str,
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expected_tool_calls: list[FunctionCall],
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expected_content: str | None,
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default_tokenizer: TokenizerLike,
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gigachat_tokenizer: TokenizerLike,
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):
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tool_parser: ToolParser = ToolParserManager.get_tool_parser("gigachat3")(
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default_tokenizer
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gigachat_tokenizer
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)
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content, tool_calls = run_tool_extraction(
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tool_parser, model_output, streaming=streaming
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)
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if content == "":
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content = None
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assert content == expected_content
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assert len(tool_calls) == len(expected_tool_calls)
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for actual, expected in zip(tool_calls, expected_tool_calls):
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@@ -154,15 +290,46 @@ def test_tool_call(
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assert actual_args == expected_args
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def test_streaming_tool_call_with_large_steps(default_tokenizer: TokenizerLike):
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@pytest.mark.parametrize(
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"model_output_deltas",
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[
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pytest.param(
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[
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CONTENT_TEXT[:3],
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CONTENT_TEXT[3:5],
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CONTENT_TEXT[5:],
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MSG_SEP_TOKEN,
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TOOL_HEADER_GIGACHAT3,
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COMPLEX_FUNCTION_JSON[:40],
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COMPLEX_FUNCTION_JSON[40:-1],
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COMPLEX_FUNCTION_JSON[-1],
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],
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id="gigachat3",
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),
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pytest.param(
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[
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CONTENT_TEXT[:3],
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CONTENT_TEXT[3:5],
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CONTENT_TEXT[5:],
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TOOL_HEADER_GIGACHAT31,
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COMPLEX_FUNCTION_JSON[:40],
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COMPLEX_FUNCTION_JSON[40:-1],
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COMPLEX_FUNCTION_JSON[-1],
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],
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id="gigachat31",
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),
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],
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)
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def test_streaming_tool_call_with_large_steps(
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model_output_deltas: list[str],
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gigachat_tokenizer: TokenizerLike,
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):
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"""
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Test that the closing braces are streamed correctly.
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"""
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tool_parser: ToolParser = ToolParserManager.get_tool_parser("gigachat3")(
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default_tokenizer
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gigachat_tokenizer
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)
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model_output_deltas = [
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"function call",
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COMPLEX_FUNCTION_JSON[:40],
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COMPLEX_FUNCTION_JSON[40:],
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]
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reconstructor = run_tool_extraction_streaming(
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tool_parser,
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model_output_deltas,
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