diff --git a/python/packages/anthropic/agent_framework_anthropic/_chat_client.py b/python/packages/anthropic/agent_framework_anthropic/_chat_client.py index 4e7ffafc2d..47e9c77fb5 100644 --- a/python/packages/anthropic/agent_framework_anthropic/_chat_client.py +++ b/python/packages/anthropic/agent_framework_anthropic/_chat_client.py @@ -43,9 +43,11 @@ from anthropic.types.beta.beta_bash_code_execution_tool_result_error import ( BetaBashCodeExecutionToolResultError, ) +from anthropic.types.beta.beta_code_execution_result_block import BetaCodeExecutionResultBlock from anthropic.types.beta.beta_code_execution_tool_result_error import ( BetaCodeExecutionToolResultError, ) +from anthropic.types.beta.beta_encrypted_code_execution_result_block import BetaEncryptedCodeExecutionResultBlock from pydantic import BaseModel if sys.version_info >= (3, 11): @@ -934,13 +936,26 @@ def _parse_contents_from_anthropic( ) ) else: - if content_block.content.stdout: + if ( + isinstance(content_block.content, BetaCodeExecutionResultBlock) + and content_block.content.stdout + ): code_outputs.append( Content.from_text( text=content_block.content.stdout, raw_representation=content_block.content, ) ) + if ( + isinstance(content_block.content, BetaEncryptedCodeExecutionResultBlock) + and content_block.content.encrypted_stdout + ): + code_outputs.append( + Content.from_text( + text=content_block.content.encrypted_stdout, + raw_representation=content_block.content, + ) + ) if content_block.content.stderr: code_outputs.append( Content.from_error( diff --git a/python/packages/core/agent_framework/observability.py b/python/packages/core/agent_framework/observability.py index 0127a101df..e10d770b20 100644 --- a/python/packages/core/agent_framework/observability.py +++ b/python/packages/core/agent_framework/observability.py @@ -1366,7 +1366,7 @@ def run( span=span, provider_name=provider_name, messages=messages, - system_instructions=_get_instructions_from_options(options), + system_instructions=_get_instructions_from_options(merged_options), ) span_state = {"closed": False} @@ -1423,7 +1423,7 @@ async def _run() -> AgentResponse: span=span, provider_name=provider_name, messages=messages, - system_instructions=_get_instructions_from_options(options), + system_instructions=_get_instructions_from_options(merged_options), ) start_time_stamp = perf_counter() try: diff --git a/python/packages/core/tests/core/test_observability.py b/python/packages/core/tests/core/test_observability.py index 83f3cbf304..7a96cece27 100644 --- a/python/packages/core/tests/core/test_observability.py +++ b/python/packages/core/tests/core/test_observability.py @@ -2437,3 +2437,163 @@ def greet_with_model(greeting: Greeting) -> str: # Verify JSON is valid and contains the text tool_arguments = json.loads(tool_arguments_json) assert tool_arguments["greeting"]["message"] == japanese_text + + +# region Test merged options for instructions + + +@pytest.mark.parametrize("enable_sensitive_data", [True], indirect=True) +async def test_agent_instructions_from_default_options( + mock_chat_agent, span_exporter: InMemorySpanExporter, enable_sensitive_data +): + """Test that instructions from default_options are captured in agent telemetry.""" + import json + + agent = mock_chat_agent() + agent.default_options = {"model_id": "TestModel", "instructions": "Default system instructions."} + + messages = [Message(role="user", text="Test message")] + span_exporter.clear() + response = await agent.run(messages) + + assert response is not None + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + span = spans[0] + + # Instructions from default_options should be captured + assert OtelAttr.SYSTEM_INSTRUCTIONS in span.attributes + system_instructions = json.loads(span.attributes[OtelAttr.SYSTEM_INSTRUCTIONS]) + assert len(system_instructions) == 1 + assert system_instructions[0]["content"] == "Default system instructions." + + +@pytest.mark.parametrize("enable_sensitive_data", [True], indirect=True) +async def test_agent_instructions_from_options_override( + mock_chat_agent, span_exporter: InMemorySpanExporter, enable_sensitive_data +): + """Test that instructions from options are captured when no default_options instructions exist.""" + import json + + agent = mock_chat_agent() + agent.default_options = {"model_id": "TestModel"} # No default instructions + + messages = [Message(role="user", text="Test message")] + span_exporter.clear() + response = await agent.run(messages, options={"instructions": "Override instructions."}) + + assert response is not None + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + span = spans[0] + + assert OtelAttr.SYSTEM_INSTRUCTIONS in span.attributes + system_instructions = json.loads(span.attributes[OtelAttr.SYSTEM_INSTRUCTIONS]) + assert len(system_instructions) == 1 + assert system_instructions[0]["content"] == "Override instructions." + + +@pytest.mark.parametrize("enable_sensitive_data", [True], indirect=True) +async def test_agent_instructions_merged_from_default_and_options( + mock_chat_agent, span_exporter: InMemorySpanExporter, enable_sensitive_data +): + """Test that instructions from both default_options and options are merged (concatenated).""" + import json + + agent = mock_chat_agent() + agent.default_options = {"model_id": "TestModel", "instructions": "Default instructions."} + + messages = [Message(role="user", text="Test message")] + span_exporter.clear() + response = await agent.run(messages, options={"instructions": "Additional instructions."}) + + assert response is not None + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + span = spans[0] + + # Merged instructions should contain both default and override, concatenated with newline + assert OtelAttr.SYSTEM_INSTRUCTIONS in span.attributes + system_instructions = json.loads(span.attributes[OtelAttr.SYSTEM_INSTRUCTIONS]) + assert len(system_instructions) == 1 + assert "Default instructions." in system_instructions[0]["content"] + assert "Additional instructions." in system_instructions[0]["content"] + + +@pytest.mark.parametrize("enable_sensitive_data", [True], indirect=True) +async def test_agent_streaming_instructions_from_default_options( + mock_chat_agent, span_exporter: InMemorySpanExporter, enable_sensitive_data +): + """Test that streaming agent telemetry captures instructions from default_options.""" + import json + + agent = mock_chat_agent() + agent.default_options = {"model_id": "TestModel", "instructions": "Default streaming instructions."} + + messages = [Message(role="user", text="Test message")] + span_exporter.clear() + updates = [] + stream = agent.run(messages, stream=True) + async for update in stream: + updates.append(update) + await stream.get_final_response() + + assert len(updates) == 2 + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + span = spans[0] + + assert OtelAttr.SYSTEM_INSTRUCTIONS in span.attributes + system_instructions = json.loads(span.attributes[OtelAttr.SYSTEM_INSTRUCTIONS]) + assert len(system_instructions) == 1 + assert system_instructions[0]["content"] == "Default streaming instructions." + + +@pytest.mark.parametrize("enable_sensitive_data", [True], indirect=True) +async def test_agent_streaming_instructions_merged_from_default_and_options( + mock_chat_agent, span_exporter: InMemorySpanExporter, enable_sensitive_data +): + """Test that streaming agent telemetry captures merged instructions from default_options and options.""" + import json + + agent = mock_chat_agent() + agent.default_options = {"model_id": "TestModel", "instructions": "Default instructions."} + + messages = [Message(role="user", text="Test message")] + span_exporter.clear() + updates = [] + stream = agent.run(messages, stream=True, options={"instructions": "Stream override."}) + async for update in stream: + updates.append(update) + await stream.get_final_response() + + assert len(updates) == 2 + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + span = spans[0] + + assert OtelAttr.SYSTEM_INSTRUCTIONS in span.attributes + system_instructions = json.loads(span.attributes[OtelAttr.SYSTEM_INSTRUCTIONS]) + assert len(system_instructions) == 1 + assert "Default instructions." in system_instructions[0]["content"] + assert "Stream override." in system_instructions[0]["content"] + + +@pytest.mark.parametrize("enable_sensitive_data", [True], indirect=True) +async def test_agent_no_instructions_in_default_or_options( + mock_chat_agent, span_exporter: InMemorySpanExporter, enable_sensitive_data +): + """Test that system_instructions is not set when neither default_options nor options have instructions.""" + agent = mock_chat_agent() + agent.default_options = {"model_id": "TestModel"} # No instructions + + messages = [Message(role="user", text="Test message")] + span_exporter.clear() + response = await agent.run(messages) + + assert response is not None + spans = span_exporter.get_finished_spans() + assert len(spans) == 1 + span = spans[0] + + assert OtelAttr.SYSTEM_INSTRUCTIONS not in span.attributes diff --git a/python/samples/02-agents/observability/agent_observability.py b/python/samples/02-agents/observability/agent_observability.py index f7cf74c66f..d7732120ff 100644 --- a/python/samples/02-agents/observability/agent_observability.py +++ b/python/samples/02-agents/observability/agent_observability.py @@ -17,7 +17,10 @@ """ -# NOTE: approval_mode="never_require" is for sample brevity. Use "always_require" in production; see samples/02-agents/tools/function_tool_with_approval.py and samples/02-agents/tools/function_tool_with_approval_and_sessions.py. +# NOTE: approval_mode="never_require" is for sample brevity. 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