diff --git a/api/core/ops/arize_phoenix_trace/__init__.py b/api/core/ops/arize_phoenix_trace/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/api/core/ops/arize_phoenix_trace/arize_phoenix_trace.py b/api/core/ops/arize_phoenix_trace/arize_phoenix_trace.py new file mode 100644 index 000000000..0b6834acf --- /dev/null +++ b/api/core/ops/arize_phoenix_trace/arize_phoenix_trace.py @@ -0,0 +1,720 @@ +import hashlib +import json +import logging +import os +from datetime import datetime, timedelta +from typing import Optional, Union, cast + +from openinference.semconv.trace import OpenInferenceSpanKindValues, SpanAttributes +from opentelemetry import trace +from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter as GrpcOTLPSpanExporter +from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter as HttpOTLPSpanExporter +from opentelemetry.sdk import trace as trace_sdk +from opentelemetry.sdk.resources import Resource +from opentelemetry.sdk.trace.export import SimpleSpanProcessor +from opentelemetry.sdk.trace.id_generator import RandomIdGenerator +from opentelemetry.trace import SpanContext, TraceFlags, TraceState + +from core.ops.base_trace_instance import BaseTraceInstance +from core.ops.entities.config_entity import ArizeConfig, PhoenixConfig +from core.ops.entities.trace_entity import ( + BaseTraceInfo, + DatasetRetrievalTraceInfo, + GenerateNameTraceInfo, + MessageTraceInfo, + ModerationTraceInfo, + SuggestedQuestionTraceInfo, + ToolTraceInfo, + TraceTaskName, + WorkflowTraceInfo, +) +from extensions.ext_database import db +from models.model import EndUser, MessageFile +from models.workflow import WorkflowNodeExecutionModel + +logger = logging.getLogger(__name__) + + +def setup_tracer(arize_phoenix_config: ArizeConfig | PhoenixConfig) -> tuple[trace_sdk.Tracer, SimpleSpanProcessor]: + """Configure OpenTelemetry tracer with OTLP exporter for Arize/Phoenix.""" + try: + # Choose the appropriate exporter based on config type + exporter: Union[GrpcOTLPSpanExporter, HttpOTLPSpanExporter] + if isinstance(arize_phoenix_config, ArizeConfig): + arize_endpoint = f"{arize_phoenix_config.endpoint}/v1" + arize_headers = { + "api_key": arize_phoenix_config.api_key or "", + "space_id": arize_phoenix_config.space_id or "", + "authorization": f"Bearer {arize_phoenix_config.api_key or ''}", + } + exporter = GrpcOTLPSpanExporter( + endpoint=arize_endpoint, + headers=arize_headers, + timeout=30, + ) + else: + phoenix_endpoint = f"{arize_phoenix_config.endpoint}/v1/traces" + phoenix_headers = { + "api_key": arize_phoenix_config.api_key or "", + "authorization": f"Bearer {arize_phoenix_config.api_key or ''}", + } + exporter = HttpOTLPSpanExporter( + endpoint=phoenix_endpoint, + headers=phoenix_headers, + timeout=30, + ) + + attributes = { + "openinference.project.name": arize_phoenix_config.project or "", + "model_id": arize_phoenix_config.project or "", + } + resource = Resource(attributes=attributes) + provider = trace_sdk.TracerProvider(resource=resource) + processor = SimpleSpanProcessor( + exporter, + ) + provider.add_span_processor(processor) + + # Create a named tracer instead of setting the global provider + tracer_name = f"arize_phoenix_tracer_{arize_phoenix_config.project}" + logger.info(f"[Arize/Phoenix] Created tracer with name: {tracer_name}") + return cast(trace_sdk.Tracer, provider.get_tracer(tracer_name)), processor + except Exception as e: + logger.error(f"[Arize/Phoenix] Failed to setup the tracer: {str(e)}", exc_info=True) + raise + + +def datetime_to_nanos(dt: Optional[datetime]) -> int: + """Convert datetime to nanoseconds since epoch. If None, use current time.""" + if dt is None: + dt = datetime.now() + return int(dt.timestamp() * 1_000_000_000) + + +def uuid_to_trace_id(string: Optional[str]) -> int: + """Convert UUID string to a valid trace ID (16-byte integer).""" + if string is None: + string = "" + hash_object = hashlib.sha256(string.encode()) + + # Take the first 16 bytes (128 bits) of the hash + digest = hash_object.digest()[:16] + + # Convert to integer (128 bits) + return int.from_bytes(digest, byteorder="big") + + +class ArizePhoenixDataTrace(BaseTraceInstance): + def __init__( + self, + arize_phoenix_config: ArizeConfig | PhoenixConfig, + ): + super().__init__(arize_phoenix_config) + import logging + + logging.basicConfig() + logging.getLogger().setLevel(logging.DEBUG) + self.arize_phoenix_config = arize_phoenix_config + self.tracer, self.processor = setup_tracer(arize_phoenix_config) + self.project = arize_phoenix_config.project + self.file_base_url = os.getenv("FILES_URL", "http://127.0.0.1:5001") + + def trace(self, trace_info: BaseTraceInfo): + logger.info(f"[Arize/Phoenix] Trace: {trace_info}") + try: + if isinstance(trace_info, WorkflowTraceInfo): + self.workflow_trace(trace_info) + if isinstance(trace_info, MessageTraceInfo): + self.message_trace(trace_info) + if isinstance(trace_info, ModerationTraceInfo): + self.moderation_trace(trace_info) + if isinstance(trace_info, SuggestedQuestionTraceInfo): + self.suggested_question_trace(trace_info) + if isinstance(trace_info, DatasetRetrievalTraceInfo): + self.dataset_retrieval_trace(trace_info) + if isinstance(trace_info, ToolTraceInfo): + self.tool_trace(trace_info) + if isinstance(trace_info, GenerateNameTraceInfo): + self.generate_name_trace(trace_info) + + except Exception as e: + logger.error(f"[Arize/Phoenix] Error in the trace: {str(e)}", exc_info=True) + raise + + def workflow_trace(self, trace_info: WorkflowTraceInfo): + if trace_info.message_data is None: + return + + workflow_metadata = { + "workflow_id": trace_info.workflow_run_id or "", + "message_id": trace_info.message_id or "", + "workflow_app_log_id": trace_info.workflow_app_log_id or "", + "status": trace_info.workflow_run_status or "", + "status_message": trace_info.error or "", + "level": "ERROR" if trace_info.error else "DEFAULT", + "total_tokens": trace_info.total_tokens or 0, + } + workflow_metadata.update(trace_info.metadata) + + trace_id = uuid_to_trace_id(trace_info.message_id) + span_id = RandomIdGenerator().generate_span_id() + context = SpanContext( + trace_id=trace_id, + span_id=span_id, + is_remote=False, + trace_flags=TraceFlags(TraceFlags.SAMPLED), + trace_state=TraceState(), + ) + + workflow_span = self.tracer.start_span( + name=TraceTaskName.WORKFLOW_TRACE.value, + attributes={ + SpanAttributes.INPUT_VALUE: json.dumps(trace_info.workflow_run_inputs, ensure_ascii=False), + SpanAttributes.OUTPUT_VALUE: json.dumps(trace_info.workflow_run_outputs, ensure_ascii=False), + SpanAttributes.OPENINFERENCE_SPAN_KIND: OpenInferenceSpanKindValues.CHAIN.value, + SpanAttributes.METADATA: json.dumps(workflow_metadata, ensure_ascii=False), + SpanAttributes.SESSION_ID: trace_info.conversation_id or "", + }, + start_time=datetime_to_nanos(trace_info.start_time), + context=trace.set_span_in_context(trace.NonRecordingSpan(context)), + ) + + try: + # Process workflow nodes + for node_execution in self._get_workflow_nodes(trace_info.workflow_run_id): + created_at = node_execution.created_at or datetime.now() + elapsed_time = node_execution.elapsed_time + finished_at = created_at + timedelta(seconds=elapsed_time) + + process_data = json.loads(node_execution.process_data) if node_execution.process_data else {} + + node_metadata = { + "node_id": node_execution.id, + "node_type": node_execution.node_type, + "node_status": node_execution.status, + "tenant_id": node_execution.tenant_id, + "app_id": node_execution.app_id, + "app_name": node_execution.title, + "status": node_execution.status, + "level": "ERROR" if node_execution.status != "succeeded" else "DEFAULT", + } + + if node_execution.execution_metadata: + node_metadata.update(json.loads(node_execution.execution_metadata)) + + # Determine the correct span kind based on node type + span_kind = OpenInferenceSpanKindValues.CHAIN.value + if node_execution.node_type == "llm": + span_kind = OpenInferenceSpanKindValues.LLM.value + provider = process_data.get("model_provider") + model = process_data.get("model_name") + if provider: + node_metadata["ls_provider"] = provider + if model: + node_metadata["ls_model_name"] = model + + usage = json.loads(node_execution.outputs).get("usage", {}) if node_execution.outputs else {} + if usage: + node_metadata["total_tokens"] = usage.get("total_tokens", 0) + node_metadata["prompt_tokens"] = usage.get("prompt_tokens", 0) + node_metadata["completion_tokens"] = usage.get("completion_tokens", 0) + elif node_execution.node_type == "dataset_retrieval": + span_kind = OpenInferenceSpanKindValues.RETRIEVER.value + elif node_execution.node_type == "tool": + span_kind = OpenInferenceSpanKindValues.TOOL.value + else: + span_kind = OpenInferenceSpanKindValues.CHAIN.value + + node_span = self.tracer.start_span( + name=node_execution.node_type, + attributes={ + SpanAttributes.INPUT_VALUE: node_execution.inputs or "{}", + SpanAttributes.OUTPUT_VALUE: node_execution.outputs or "{}", + SpanAttributes.OPENINFERENCE_SPAN_KIND: span_kind, + SpanAttributes.METADATA: json.dumps(node_metadata, ensure_ascii=False), + SpanAttributes.SESSION_ID: trace_info.conversation_id or "", + }, + start_time=datetime_to_nanos(created_at), + ) + + try: + if node_execution.node_type == "llm": + provider = process_data.get("model_provider") + model = process_data.get("model_name") + if provider: + node_span.set_attribute(SpanAttributes.LLM_PROVIDER, provider) + if model: + node_span.set_attribute(SpanAttributes.LLM_MODEL_NAME, model) + + usage = json.loads(node_execution.outputs).get("usage", {}) if node_execution.outputs else {} + if usage: + node_span.set_attribute(SpanAttributes.LLM_TOKEN_COUNT_TOTAL, usage.get("total_tokens", 0)) + node_span.set_attribute( + SpanAttributes.LLM_TOKEN_COUNT_PROMPT, usage.get("prompt_tokens", 0) + ) + node_span.set_attribute( + SpanAttributes.LLM_TOKEN_COUNT_COMPLETION, usage.get("completion_tokens", 0) + ) + finally: + node_span.end(end_time=datetime_to_nanos(finished_at)) + finally: + workflow_span.end(end_time=datetime_to_nanos(trace_info.end_time)) + + def message_trace(self, trace_info: MessageTraceInfo): + if trace_info.message_data is None: + return + + file_list = cast(list[str], trace_info.file_list) or [] + message_file_data: Optional[MessageFile] = trace_info.message_file_data + + if message_file_data is not None: + file_url = f"{self.file_base_url}/{message_file_data.url}" if message_file_data else "" + file_list.append(file_url) + + message_metadata = { + "message_id": trace_info.message_id or "", + "conversation_mode": str(trace_info.conversation_mode or ""), + "user_id": trace_info.message_data.from_account_id or "", + "file_list": json.dumps(file_list), + "status": trace_info.message_data.status or "", + "status_message": trace_info.error or "", + "level": "ERROR" if trace_info.error else "DEFAULT", + "total_tokens": trace_info.total_tokens or 0, + "prompt_tokens": trace_info.message_tokens or 0, + "completion_tokens": trace_info.answer_tokens or 0, + "ls_provider": trace_info.message_data.model_provider or "", + "ls_model_name": trace_info.message_data.model_id or "", + } + message_metadata.update(trace_info.metadata) + + # Add end user data if available + if trace_info.message_data.from_end_user_id: + end_user_data: Optional[EndUser] = ( + db.session.query(EndUser).filter(EndUser.id == trace_info.message_data.from_end_user_id).first() + ) + if end_user_data is not None: + message_metadata["end_user_id"] = end_user_data.session_id + + attributes = { + SpanAttributes.INPUT_VALUE: trace_info.message_data.query, + SpanAttributes.OUTPUT_VALUE: trace_info.message_data.answer, + SpanAttributes.OPENINFERENCE_SPAN_KIND: OpenInferenceSpanKindValues.CHAIN.value, + SpanAttributes.METADATA: json.dumps(message_metadata, ensure_ascii=False), + SpanAttributes.SESSION_ID: trace_info.message_data.conversation_id, + } + + trace_id = uuid_to_trace_id(trace_info.message_id) + message_span_id = RandomIdGenerator().generate_span_id() + span_context = SpanContext( + trace_id=trace_id, + span_id=message_span_id, + is_remote=False, + trace_flags=TraceFlags(TraceFlags.SAMPLED), + trace_state=TraceState(), + ) + + message_span = self.tracer.start_span( + name=TraceTaskName.MESSAGE_TRACE.value, + attributes=attributes, + start_time=datetime_to_nanos(trace_info.start_time), + context=trace.set_span_in_context(trace.NonRecordingSpan(span_context)), + ) + + try: + if trace_info.error: + message_span.add_event( + "exception", + attributes={ + "exception.message": trace_info.error, + "exception.type": "Error", + "exception.stacktrace": trace_info.error, + }, + ) + + # Convert outputs to string based on type + if isinstance(trace_info.outputs, dict | list): + outputs_str = json.dumps(trace_info.outputs, ensure_ascii=False) + elif isinstance(trace_info.outputs, str): + outputs_str = trace_info.outputs + else: + outputs_str = str(trace_info.outputs) + + llm_attributes = { + SpanAttributes.OPENINFERENCE_SPAN_KIND: OpenInferenceSpanKindValues.LLM.value, + SpanAttributes.INPUT_VALUE: json.dumps(trace_info.inputs, ensure_ascii=False), + SpanAttributes.OUTPUT_VALUE: outputs_str, + SpanAttributes.METADATA: json.dumps(message_metadata, ensure_ascii=False), + SpanAttributes.SESSION_ID: trace_info.message_data.conversation_id, + } + + if isinstance(trace_info.inputs, list): + for i, msg in enumerate(trace_info.inputs): + if isinstance(msg, dict): + llm_attributes[f"{SpanAttributes.LLM_INPUT_MESSAGES}.{i}.message.content"] = msg.get("text", "") + llm_attributes[f"{SpanAttributes.LLM_INPUT_MESSAGES}.{i}.message.role"] = msg.get( + "role", "user" + ) + # todo: handle assistant and tool role messages, as they don't always + # have a text field, but may have a tool_calls field instead + # e.g. 'tool_calls': [{'id': '98af3a29-b066-45a5-b4b1-46c74ddafc58', + # 'type': 'function', 'function': {'name': 'current_time', 'arguments': '{}'}}]} + elif isinstance(trace_info.inputs, dict): + llm_attributes[f"{SpanAttributes.LLM_INPUT_MESSAGES}.0.message.content"] = json.dumps(trace_info.inputs) + llm_attributes[f"{SpanAttributes.LLM_INPUT_MESSAGES}.0.message.role"] = "user" + elif isinstance(trace_info.inputs, str): + llm_attributes[f"{SpanAttributes.LLM_INPUT_MESSAGES}.0.message.content"] = trace_info.inputs + llm_attributes[f"{SpanAttributes.LLM_INPUT_MESSAGES}.0.message.role"] = "user" + + if trace_info.total_tokens is not None and trace_info.total_tokens > 0: + llm_attributes[SpanAttributes.LLM_TOKEN_COUNT_TOTAL] = trace_info.total_tokens + if trace_info.message_tokens is not None and trace_info.message_tokens > 0: + llm_attributes[SpanAttributes.LLM_TOKEN_COUNT_PROMPT] = trace_info.message_tokens + if trace_info.answer_tokens is not None and trace_info.answer_tokens > 0: + llm_attributes[SpanAttributes.LLM_TOKEN_COUNT_COMPLETION] = trace_info.answer_tokens + + if trace_info.message_data.model_id is not None: + llm_attributes[SpanAttributes.LLM_MODEL_NAME] = trace_info.message_data.model_id + if trace_info.message_data.model_provider is not None: + llm_attributes[SpanAttributes.LLM_PROVIDER] = trace_info.message_data.model_provider + + if trace_info.message_data and trace_info.message_data.message_metadata: + metadata_dict = json.loads(trace_info.message_data.message_metadata) + if model_params := metadata_dict.get("model_parameters"): + llm_attributes[SpanAttributes.LLM_INVOCATION_PARAMETERS] = json.dumps(model_params) + + llm_span = self.tracer.start_span( + name="llm", + attributes=llm_attributes, + start_time=datetime_to_nanos(trace_info.start_time), + context=trace.set_span_in_context(trace.NonRecordingSpan(span_context)), + ) + + try: + if trace_info.error: + llm_span.add_event( + "exception", + attributes={ + "exception.message": trace_info.error, + "exception.type": "Error", + "exception.stacktrace": trace_info.error, + }, + ) + finally: + llm_span.end(end_time=datetime_to_nanos(trace_info.end_time)) + finally: + message_span.end(end_time=datetime_to_nanos(trace_info.end_time)) + + def moderation_trace(self, trace_info: ModerationTraceInfo): + if trace_info.message_data is None: + return + + metadata = { + "message_id": trace_info.message_id, + "tool_name": "moderation", + "status": trace_info.message_data.status, + "status_message": trace_info.message_data.error or "", + "level": "ERROR" if trace_info.message_data.error else "DEFAULT", + } + metadata.update(trace_info.metadata) + + trace_id = uuid_to_trace_id(trace_info.message_id) + span_id = RandomIdGenerator().generate_span_id() + context = SpanContext( + trace_id=trace_id, + span_id=span_id, + is_remote=False, + trace_flags=TraceFlags(TraceFlags.SAMPLED), + trace_state=TraceState(), + ) + + span = self.tracer.start_span( + name=TraceTaskName.MODERATION_TRACE.value, + attributes={ + SpanAttributes.INPUT_VALUE: json.dumps(trace_info.inputs, ensure_ascii=False), + SpanAttributes.OUTPUT_VALUE: json.dumps( + { + "action": trace_info.action, + "flagged": trace_info.flagged, + "preset_response": trace_info.preset_response, + "inputs": trace_info.inputs, + }, + ensure_ascii=False, + ), + SpanAttributes.OPENINFERENCE_SPAN_KIND: OpenInferenceSpanKindValues.CHAIN.value, + SpanAttributes.METADATA: json.dumps(metadata, ensure_ascii=False), + }, + start_time=datetime_to_nanos(trace_info.start_time), + context=trace.set_span_in_context(trace.NonRecordingSpan(context)), + ) + + try: + if trace_info.message_data.error: + span.add_event( + "exception", + attributes={ + "exception.message": trace_info.message_data.error, + "exception.type": "Error", + "exception.stacktrace": trace_info.message_data.error, + }, + ) + finally: + span.end(end_time=datetime_to_nanos(trace_info.end_time)) + + def suggested_question_trace(self, trace_info: SuggestedQuestionTraceInfo): + if trace_info.message_data is None: + return + + start_time = trace_info.start_time or trace_info.message_data.created_at + end_time = trace_info.end_time or trace_info.message_data.updated_at + + metadata = { + "message_id": trace_info.message_id, + "tool_name": "suggested_question", + "status": trace_info.status, + "status_message": trace_info.error or "", + "level": "ERROR" if trace_info.error else "DEFAULT", + "total_tokens": trace_info.total_tokens, + "ls_provider": trace_info.model_provider or "", + "ls_model_name": trace_info.model_id or "", + } + metadata.update(trace_info.metadata) + + trace_id = uuid_to_trace_id(trace_info.message_id) + span_id = RandomIdGenerator().generate_span_id() + context = SpanContext( + trace_id=trace_id, + span_id=span_id, + is_remote=False, + trace_flags=TraceFlags(TraceFlags.SAMPLED), + trace_state=TraceState(), + ) + + span = self.tracer.start_span( + name=TraceTaskName.SUGGESTED_QUESTION_TRACE.value, + attributes={ + SpanAttributes.INPUT_VALUE: json.dumps(trace_info.inputs, ensure_ascii=False), + SpanAttributes.OUTPUT_VALUE: json.dumps(trace_info.suggested_question, ensure_ascii=False), + SpanAttributes.OPENINFERENCE_SPAN_KIND: OpenInferenceSpanKindValues.CHAIN.value, + SpanAttributes.METADATA: json.dumps(metadata, ensure_ascii=False), + }, + start_time=datetime_to_nanos(start_time), + context=trace.set_span_in_context(trace.NonRecordingSpan(context)), + ) + + try: + if trace_info.error: + span.add_event( + "exception", + attributes={ + "exception.message": trace_info.error, + "exception.type": "Error", + "exception.stacktrace": trace_info.error, + }, + ) + finally: + span.end(end_time=datetime_to_nanos(end_time)) + + def dataset_retrieval_trace(self, trace_info: DatasetRetrievalTraceInfo): + if trace_info.message_data is None: + return + + start_time = trace_info.start_time or trace_info.message_data.created_at + end_time = trace_info.end_time or trace_info.message_data.updated_at + + metadata = { + "message_id": trace_info.message_id, + "tool_name": "dataset_retrieval", + "status": trace_info.message_data.status, + "status_message": trace_info.message_data.error or "", + "level": "ERROR" if trace_info.message_data.error else "DEFAULT", + "ls_provider": trace_info.message_data.model_provider or "", + "ls_model_name": trace_info.message_data.model_id or "", + } + metadata.update(trace_info.metadata) + + trace_id = uuid_to_trace_id(trace_info.message_id) + span_id = RandomIdGenerator().generate_span_id() + context = SpanContext( + trace_id=trace_id, + span_id=span_id, + is_remote=False, + trace_flags=TraceFlags(TraceFlags.SAMPLED), + trace_state=TraceState(), + ) + + span = self.tracer.start_span( + name=TraceTaskName.DATASET_RETRIEVAL_TRACE.value, + attributes={ + SpanAttributes.INPUT_VALUE: json.dumps(trace_info.inputs, ensure_ascii=False), + SpanAttributes.OUTPUT_VALUE: json.dumps({"documents": trace_info.documents}, ensure_ascii=False), + SpanAttributes.OPENINFERENCE_SPAN_KIND: OpenInferenceSpanKindValues.RETRIEVER.value, + SpanAttributes.METADATA: json.dumps(metadata, ensure_ascii=False), + "start_time": start_time.isoformat() if start_time else "", + "end_time": end_time.isoformat() if end_time else "", + }, + start_time=datetime_to_nanos(start_time), + context=trace.set_span_in_context(trace.NonRecordingSpan(context)), + ) + + try: + if trace_info.message_data.error: + span.add_event( + "exception", + attributes={ + "exception.message": trace_info.message_data.error, + "exception.type": "Error", + "exception.stacktrace": trace_info.message_data.error, + }, + ) + finally: + span.end(end_time=datetime_to_nanos(end_time)) + + def tool_trace(self, trace_info: ToolTraceInfo): + if trace_info.message_data is None: + logger.warning("[Arize/Phoenix] Message data is None, skipping tool trace.") + return + + metadata = { + "message_id": trace_info.message_id, + "tool_config": json.dumps(trace_info.tool_config, ensure_ascii=False), + } + + trace_id = uuid_to_trace_id(trace_info.message_id) + tool_span_id = RandomIdGenerator().generate_span_id() + logger.info(f"[Arize/Phoenix] Creating tool trace with trace_id: {trace_id}, span_id: {tool_span_id}") + + # Create span context with the same trace_id as the parent + # todo: Create with the appropriate parent span context, so that the tool span is + # a child of the appropriate span (e.g. message span) + span_context = SpanContext( + trace_id=trace_id, + span_id=tool_span_id, + is_remote=False, + trace_flags=TraceFlags(TraceFlags.SAMPLED), + trace_state=TraceState(), + ) + + tool_params_str = ( + json.dumps(trace_info.tool_parameters, ensure_ascii=False) + if isinstance(trace_info.tool_parameters, dict) + else str(trace_info.tool_parameters) + ) + + span = self.tracer.start_span( + name=trace_info.tool_name, + attributes={ + SpanAttributes.INPUT_VALUE: json.dumps(trace_info.tool_inputs, ensure_ascii=False), + SpanAttributes.OUTPUT_VALUE: trace_info.tool_outputs, + SpanAttributes.OPENINFERENCE_SPAN_KIND: OpenInferenceSpanKindValues.TOOL.value, + SpanAttributes.METADATA: json.dumps(metadata, ensure_ascii=False), + SpanAttributes.TOOL_NAME: trace_info.tool_name, + SpanAttributes.TOOL_PARAMETERS: tool_params_str, + }, + start_time=datetime_to_nanos(trace_info.start_time), + context=trace.set_span_in_context(trace.NonRecordingSpan(span_context)), + ) + + try: + if trace_info.error: + span.add_event( + "exception", + attributes={ + "exception.message": trace_info.error, + "exception.type": "Error", + "exception.stacktrace": trace_info.error, + }, + ) + finally: + span.end(end_time=datetime_to_nanos(trace_info.end_time)) + + def generate_name_trace(self, trace_info: GenerateNameTraceInfo): + if trace_info.message_data is None: + return + + metadata = { + "project_name": self.project, + "message_id": trace_info.message_id, + "status": trace_info.message_data.status, + "status_message": trace_info.message_data.error or "", + "level": "ERROR" if trace_info.message_data.error else "DEFAULT", + } + metadata.update(trace_info.metadata) + + trace_id = uuid_to_trace_id(trace_info.message_id) + span_id = RandomIdGenerator().generate_span_id() + context = SpanContext( + trace_id=trace_id, + span_id=span_id, + is_remote=False, + trace_flags=TraceFlags(TraceFlags.SAMPLED), + trace_state=TraceState(), + ) + + span = self.tracer.start_span( + name=TraceTaskName.GENERATE_NAME_TRACE.value, + attributes={ + SpanAttributes.INPUT_VALUE: json.dumps(trace_info.inputs, ensure_ascii=False), + SpanAttributes.OUTPUT_VALUE: json.dumps(trace_info.outputs, ensure_ascii=False), + SpanAttributes.OPENINFERENCE_SPAN_KIND: OpenInferenceSpanKindValues.CHAIN.value, + SpanAttributes.METADATA: json.dumps(metadata, ensure_ascii=False), + SpanAttributes.SESSION_ID: trace_info.message_data.conversation_id, + "start_time": trace_info.start_time.isoformat() if trace_info.start_time else "", + "end_time": trace_info.end_time.isoformat() if trace_info.end_time else "", + }, + start_time=datetime_to_nanos(trace_info.start_time), + context=trace.set_span_in_context(trace.NonRecordingSpan(context)), + ) + + try: + if trace_info.message_data.error: + span.add_event( + "exception", + attributes={ + "exception.message": trace_info.message_data.error, + "exception.type": "Error", + "exception.stacktrace": trace_info.message_data.error, + }, + ) + finally: + span.end(end_time=datetime_to_nanos(trace_info.end_time)) + + def api_check(self): + try: + with self.tracer.start_span("api_check") as span: + span.set_attribute("test", "true") + return True + except Exception as e: + logger.info(f"[Arize/Phoenix] API check failed: {str(e)}", exc_info=True) + raise ValueError(f"[Arize/Phoenix] API check failed: {str(e)}") + + def get_project_url(self): + try: + if self.arize_phoenix_config.endpoint == "https://otlp.arize.com": + return "https://app.arize.com/" + else: + return f"{self.arize_phoenix_config.endpoint}/projects/" + except Exception as e: + logger.info(f"[Arize/Phoenix] Get run url failed: {str(e)}", exc_info=True) + raise ValueError(f"[Arize/Phoenix] Get run url failed: {str(e)}") + + def _get_workflow_nodes(self, workflow_run_id: str): + """Helper method to get workflow nodes""" + workflow_nodes = ( + db.session.query( + WorkflowNodeExecutionModel.id, + WorkflowNodeExecutionModel.tenant_id, + WorkflowNodeExecutionModel.app_id, + WorkflowNodeExecutionModel.title, + WorkflowNodeExecutionModel.node_type, + WorkflowNodeExecutionModel.status, + WorkflowNodeExecutionModel.inputs, + WorkflowNodeExecutionModel.outputs, + WorkflowNodeExecutionModel.created_at, + WorkflowNodeExecutionModel.elapsed_time, + WorkflowNodeExecutionModel.process_data, + WorkflowNodeExecutionModel.execution_metadata, + ) + .filter(WorkflowNodeExecutionModel.workflow_run_id == workflow_run_id) + .all() + ) + return workflow_nodes diff --git a/api/core/ops/entities/config_entity.py b/api/core/ops/entities/config_entity.py index c988bf48d..8a2ce5853 100644 --- a/api/core/ops/entities/config_entity.py +++ b/api/core/ops/entities/config_entity.py @@ -4,6 +4,8 @@ from pydantic import BaseModel, ValidationInfo, field_validator class TracingProviderEnum(StrEnum): + ARIZE = "arize" + PHOENIX = "phoenix" LANGFUSE = "langfuse" LANGSMITH = "langsmith" OPIK = "opik" @@ -18,6 +20,69 @@ class BaseTracingConfig(BaseModel): ... +class ArizeConfig(BaseTracingConfig): + """ + Model class for Arize tracing config. + """ + + api_key: str | None = None + space_id: str | None = None + project: str | None = None + endpoint: str = "https://otlp.arize.com" + + @field_validator("project") + @classmethod + def project_validator(cls, v, info: ValidationInfo): + if v is None or v == "": + v = "default" + + return v + + @field_validator("endpoint") + @classmethod + def endpoint_validator(cls, v, info: ValidationInfo): + if v is None or v == "": + v = "https://otlp.arize.com" + if not v.startswith(("https://", "http://")): + raise ValueError("endpoint must start with https:// or http://") + if "/" in v[8:]: + parts = v.split("/") + v = parts[0] + "//" + parts[2] + + return v + + +class PhoenixConfig(BaseTracingConfig): + """ + Model class for Phoenix tracing config. + """ + + api_key: str | None = None + project: str | None = None + endpoint: str = "https://app.phoenix.arize.com" + + @field_validator("project") + @classmethod + def project_validator(cls, v, info: ValidationInfo): + if v is None or v == "": + v = "default" + + return v + + @field_validator("endpoint") + @classmethod + def endpoint_validator(cls, v, info: ValidationInfo): + if v is None or v == "": + v = "https://app.phoenix.arize.com" + if not v.startswith(("https://", "http://")): + raise ValueError("endpoint must start with https:// or http://") + if "/" in v[8:]: + parts = v.split("/") + v = parts[0] + "//" + parts[2] + + return v + + class LangfuseConfig(BaseTracingConfig): """ Model class for Langfuse tracing config. diff --git a/api/core/ops/ops_trace_manager.py b/api/core/ops/ops_trace_manager.py index a98904102..d6d6b4a1d 100644 --- a/api/core/ops/ops_trace_manager.py +++ b/api/core/ops/ops_trace_manager.py @@ -41,6 +41,28 @@ from tasks.ops_trace_task import process_trace_tasks class OpsTraceProviderConfigMap(dict[str, dict[str, Any]]): def __getitem__(self, provider: str) -> dict[str, Any]: match provider: + case TracingProviderEnum.ARIZE: + from core.ops.arize_phoenix_trace.arize_phoenix_trace import ArizePhoenixDataTrace + from core.ops.entities.config_entity import ArizeConfig + + return { + "config_class": ArizeConfig, + "secret_keys": ["api_key", "space_id"], + "other_keys": ["project", "endpoint"], + "trace_instance": ArizePhoenixDataTrace, + } + + case TracingProviderEnum.PHOENIX: + from core.ops.arize_phoenix_trace.arize_phoenix_trace import ArizePhoenixDataTrace + from core.ops.entities.config_entity import PhoenixConfig + + return { + "config_class": PhoenixConfig, + "secret_keys": ["api_key"], + "other_keys": ["project", "endpoint"], + "trace_instance": ArizePhoenixDataTrace, + } + case TracingProviderEnum.LANGFUSE: from core.ops.entities.config_entity import LangfuseConfig from core.ops.langfuse_trace.langfuse_trace import LangFuseDataTrace @@ -84,7 +106,26 @@ class OpsTraceProviderConfigMap(dict[str, dict[str, Any]]): "other_keys": ["project", "entity", "endpoint", "host"], "trace_instance": WeaveDataTrace, } + case TracingProviderEnum.ARIZE: + from core.ops.arize_phoenix_trace.arize_phoenix_trace import ArizePhoenixDataTrace + from core.ops.entities.config_entity import ArizeConfig + return { + "config_class": ArizeConfig, + "secret_keys": ["api_key", "space_id"], + "other_keys": ["project", "endpoint"], + "trace_instance": ArizePhoenixDataTrace, + } + case TracingProviderEnum.PHOENIX: + from core.ops.arize_phoenix_trace.arize_phoenix_trace import ArizePhoenixDataTrace + from core.ops.entities.config_entity import PhoenixConfig + + return { + "config_class": PhoenixConfig, + "secret_keys": ["api_key"], + "other_keys": ["project", "endpoint"], + "trace_instance": ArizePhoenixDataTrace, + } case _: raise KeyError(f"Unsupported tracing provider: {provider}") diff --git a/api/pyproject.toml b/api/pyproject.toml index b79b0fb23..d33806d0a 100644 --- a/api/pyproject.toml +++ b/api/pyproject.toml @@ -4,6 +4,7 @@ version = "1.5.1" requires-python = ">=3.11,<3.13" dependencies = [ + "arize-phoenix-otel~=0.9.2", "authlib==1.3.1", "azure-identity==1.16.1", "beautifulsoup4==4.12.2", diff --git a/api/services/ops_service.py b/api/services/ops_service.py index 792f50703..c88accb9a 100644 --- a/api/services/ops_service.py +++ b/api/services/ops_service.py @@ -34,6 +34,24 @@ class OpsService: ) new_decrypt_tracing_config = OpsTraceManager.obfuscated_decrypt_token(tracing_provider, decrypt_tracing_config) + if tracing_provider == "arize" and ( + "project_url" not in decrypt_tracing_config or not decrypt_tracing_config.get("project_url") + ): + try: + project_url = OpsTraceManager.get_trace_config_project_url(decrypt_tracing_config, tracing_provider) + new_decrypt_tracing_config.update({"project_url": project_url}) + except Exception: + new_decrypt_tracing_config.update({"project_url": "https://app.arize.com/"}) + + if tracing_provider == "phoenix" and ( + "project_url" not in decrypt_tracing_config or not decrypt_tracing_config.get("project_url") + ): + try: + project_url = OpsTraceManager.get_trace_config_project_url(decrypt_tracing_config, tracing_provider) + new_decrypt_tracing_config.update({"project_url": project_url}) + except Exception: + new_decrypt_tracing_config.update({"project_url": "https://app.phoenix.arize.com/projects/"}) + if tracing_provider == "langfuse" and ( "project_key" not in decrypt_tracing_config or not decrypt_tracing_config.get("project_key") ): @@ -107,7 +125,9 @@ class OpsService: return {"error": "Invalid Credentials"} # get project url - if tracing_provider == "langfuse": + if tracing_provider in ("arize", "phoenix"): + project_url = OpsTraceManager.get_trace_config_project_url(tracing_config, tracing_provider) + elif tracing_provider == "langfuse": project_key = OpsTraceManager.get_trace_config_project_key(tracing_config, tracing_provider) project_url = "{host}/project/{key}".format(host=tracing_config.get("host"), key=project_key) elif tracing_provider in ("langsmith", "opik"): diff --git a/api/uv.lock b/api/uv.lock index 05ffc1abc..d379f28e5 100644 --- a/api/uv.lock +++ b/api/uv.lock @@ -265,12 +265,12 @@ sdist = { url = "https://files.pythonhosted.org/packages/23/18/35be17103c8f40f9e 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a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/config-popup.tsx +++ b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/config-popup.tsx @@ -5,7 +5,7 @@ import { useTranslation } from 'react-i18next' import { useBoolean } from 'ahooks' import TracingIcon from './tracing-icon' import ProviderPanel from './provider-panel' -import type { LangFuseConfig, LangSmithConfig, OpikConfig, WeaveConfig } from './type' +import type { ArizeConfig, LangFuseConfig, LangSmithConfig, OpikConfig, PhoenixConfig, WeaveConfig } from './type' import { TracingProvider } from './type' import ProviderConfigModal from './provider-config-modal' import Indicator from '@/app/components/header/indicator' @@ -23,11 +23,13 @@ export type PopupProps = { onStatusChange: (enabled: boolean) => void chosenProvider: TracingProvider | null onChooseProvider: (provider: TracingProvider) => void + arizeConfig: ArizeConfig | null + phoenixConfig: PhoenixConfig | null langSmithConfig: LangSmithConfig | null langFuseConfig: LangFuseConfig | null opikConfig: OpikConfig | null weaveConfig: WeaveConfig | null - onConfigUpdated: (provider: TracingProvider, payload: LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig) => void + onConfigUpdated: (provider: TracingProvider, payload: ArizeConfig | PhoenixConfig | LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig) => void onConfigRemoved: (provider: TracingProvider) => void } @@ -38,6 +40,8 @@ const ConfigPopup: FC = ({ onStatusChange, chosenProvider, onChooseProvider, + arizeConfig, + phoenixConfig, langSmithConfig, langFuseConfig, opikConfig, @@ -65,7 +69,7 @@ const ConfigPopup: FC = ({ } }, [onChooseProvider]) - const handleConfigUpdated = useCallback((payload: LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig) => { + const handleConfigUpdated = useCallback((payload: ArizeConfig | PhoenixConfig | LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig) => { onConfigUpdated(currentProvider!, payload) hideConfigModal() }, [currentProvider, hideConfigModal, onConfigUpdated]) @@ -75,8 +79,8 @@ const ConfigPopup: FC = ({ hideConfigModal() }, [currentProvider, hideConfigModal, onConfigRemoved]) - const providerAllConfigured = langSmithConfig && langFuseConfig && opikConfig && weaveConfig - const providerAllNotConfigured = !langSmithConfig && !langFuseConfig && !opikConfig && !weaveConfig + const providerAllConfigured = arizeConfig && phoenixConfig && langSmithConfig && langFuseConfig && opikConfig && weaveConfig + const providerAllNotConfigured = !arizeConfig && !phoenixConfig && !langSmithConfig && !langFuseConfig && !opikConfig && !weaveConfig const switchContent = ( = ({ disabled={providerAllNotConfigured} /> ) + const arizePanel = ( + + ) + + const phoenixPanel = ( + + ) + const langSmithPanel = ( = ({ if (weaveConfig) configuredPanels.push(weavePanel) + if (arizeConfig) + configuredPanels.push(arizePanel) + + if (phoenixConfig) + configuredPanels.push(phoenixPanel) + return configuredPanels } const moreProviderPanel = () => { const notConfiguredPanels: JSX.Element[] = [] + if (!arizeConfig) + notConfiguredPanels.push(arizePanel) + + if (!phoenixConfig) + notConfiguredPanels.push(phoenixPanel) + if (!langFuseConfig) notConfiguredPanels.push(langfusePanel) @@ -174,6 +216,10 @@ const ConfigPopup: FC = ({ } const configuredProviderConfig = () => { + if (currentProvider === TracingProvider.arize) + return arizeConfig + if (currentProvider === TracingProvider.phoenix) + return phoenixConfig if (currentProvider === TracingProvider.langSmith) return langSmithConfig if (currentProvider === TracingProvider.langfuse) @@ -220,22 +266,24 @@ const ConfigPopup: FC = ({ ? ( <>
{t(`${I18N_PREFIX}.configProviderTitle.${providerAllConfigured ? 'configured' : 'notConfigured'}`)}
-
+
{langfusePanel} {langSmithPanel} {opikPanel} {weavePanel} + {arizePanel} + {phoenixPanel}
) : ( <>
{t(`${I18N_PREFIX}.configProviderTitle.configured`)}
-
+
{configuredProviderPanel()}
{t(`${I18N_PREFIX}.configProviderTitle.moreProvider`)}
-
+
{moreProviderPanel()}
diff --git a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/config.ts b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/config.ts index 5d3c4076b..28433991e 100644 --- a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/config.ts +++ b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/config.ts @@ -1,6 +1,8 @@ import { TracingProvider } from './type' export const docURL = { + [TracingProvider.arize]: 'https://docs.arize.com/arize', + [TracingProvider.phoenix]: 'https://docs.arize.com/phoenix', [TracingProvider.langSmith]: 'https://docs.smith.langchain.com/', [TracingProvider.langfuse]: 'https://docs.langfuse.com', [TracingProvider.opik]: 'https://www.comet.com/docs/opik/tracing/integrations/dify#setup-instructions', diff --git a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/panel.tsx b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/panel.tsx index 76e90ecf1..c8286c9a5 100644 --- a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/panel.tsx +++ b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/panel.tsx @@ -7,12 +7,12 @@ import { import { useTranslation } from 'react-i18next' import { usePathname } from 'next/navigation' import { useBoolean } from 'ahooks' -import type { LangFuseConfig, LangSmithConfig, OpikConfig, WeaveConfig } from './type' +import type { ArizeConfig, LangFuseConfig, LangSmithConfig, OpikConfig, PhoenixConfig, WeaveConfig } from './type' import { TracingProvider } from './type' import TracingIcon from './tracing-icon' import ConfigButton from './config-button' import cn from '@/utils/classnames' -import { LangfuseIcon, LangsmithIcon, OpikIcon, WeaveIcon } from '@/app/components/base/icons/src/public/tracing' +import { ArizeIcon, LangfuseIcon, LangsmithIcon, OpikIcon, PhoenixIcon, WeaveIcon } from '@/app/components/base/icons/src/public/tracing' import Indicator from '@/app/components/header/indicator' import { fetchTracingConfig as doFetchTracingConfig, fetchTracingStatus, updateTracingStatus } from '@/service/apps' import type { TracingStatus } from '@/models/app' @@ -62,24 +62,31 @@ const Panel: FC = () => { } const inUseTracingProvider: TracingProvider | null = tracingStatus?.tracing_provider || null - const InUseProviderIcon - = inUseTracingProvider === TracingProvider.langSmith - ? LangsmithIcon - : inUseTracingProvider === TracingProvider.langfuse - ? LangfuseIcon - : inUseTracingProvider === TracingProvider.opik - ? OpikIcon - : inUseTracingProvider === TracingProvider.weave - ? WeaveIcon - : LangsmithIcon + const providerIconMap: Record> = { + [TracingProvider.arize]: ArizeIcon, + [TracingProvider.phoenix]: PhoenixIcon, + [TracingProvider.langSmith]: LangsmithIcon, + [TracingProvider.langfuse]: LangfuseIcon, + [TracingProvider.opik]: OpikIcon, + [TracingProvider.weave]: WeaveIcon, + } + const InUseProviderIcon = inUseTracingProvider ? providerIconMap[inUseTracingProvider] : undefined + const [arizeConfig, setArizeConfig] = useState(null) + const [phoenixConfig, setPhoenixConfig] = useState(null) const [langSmithConfig, setLangSmithConfig] = useState(null) const [langFuseConfig, setLangFuseConfig] = useState(null) const [opikConfig, setOpikConfig] = useState(null) const [weaveConfig, setWeaveConfig] = useState(null) - const hasConfiguredTracing = !!(langSmithConfig || langFuseConfig || opikConfig || weaveConfig) + const hasConfiguredTracing = !!(langSmithConfig || langFuseConfig || opikConfig || weaveConfig || arizeConfig || phoenixConfig) const fetchTracingConfig = async () => { + const { tracing_config: arizeConfig, has_not_configured: arizeHasNotConfig } = await doFetchTracingConfig({ appId, provider: TracingProvider.arize }) + if (!arizeHasNotConfig) + setArizeConfig(arizeConfig as ArizeConfig) + const { tracing_config: phoenixConfig, has_not_configured: phoenixHasNotConfig } = await doFetchTracingConfig({ appId, provider: TracingProvider.phoenix }) + if (!phoenixHasNotConfig) + setPhoenixConfig(phoenixConfig as PhoenixConfig) const { tracing_config: langSmithConfig, has_not_configured: langSmithHasNotConfig } = await doFetchTracingConfig({ appId, provider: TracingProvider.langSmith }) if (!langSmithHasNotConfig) setLangSmithConfig(langSmithConfig as LangSmithConfig) @@ -97,7 +104,11 @@ const Panel: FC = () => { const handleTracingConfigUpdated = async (provider: TracingProvider) => { // call api to hide secret key value const { tracing_config } = await doFetchTracingConfig({ appId, provider }) - if (provider === TracingProvider.langSmith) + if (provider === TracingProvider.arize) + setArizeConfig(tracing_config as ArizeConfig) + else if (provider === TracingProvider.phoenix) + setPhoenixConfig(tracing_config as PhoenixConfig) + else if (provider === TracingProvider.langSmith) setLangSmithConfig(tracing_config as LangSmithConfig) else if (provider === TracingProvider.langfuse) setLangFuseConfig(tracing_config as LangFuseConfig) @@ -108,7 +119,11 @@ const Panel: FC = () => { } const handleTracingConfigRemoved = (provider: TracingProvider) => { - if (provider === TracingProvider.langSmith) + if (provider === TracingProvider.arize) + setArizeConfig(null) + else if (provider === TracingProvider.phoenix) + setPhoenixConfig(null) + else if (provider === TracingProvider.langSmith) setLangSmithConfig(null) else if (provider === TracingProvider.langfuse) setLangFuseConfig(null) @@ -170,6 +185,8 @@ const Panel: FC = () => { onStatusChange={handleTracingEnabledChange} chosenProvider={inUseTracingProvider} onChooseProvider={handleChooseProvider} + arizeConfig={arizeConfig} + phoenixConfig={phoenixConfig} langSmithConfig={langSmithConfig} langFuseConfig={langFuseConfig} opikConfig={opikConfig} @@ -205,6 +222,8 @@ const Panel: FC = () => { onStatusChange={handleTracingEnabledChange} chosenProvider={inUseTracingProvider} onChooseProvider={handleChooseProvider} + arizeConfig={arizeConfig} + phoenixConfig={phoenixConfig} langSmithConfig={langSmithConfig} langFuseConfig={langFuseConfig} opikConfig={opikConfig} diff --git a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/provider-config-modal.tsx b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/provider-config-modal.tsx index b6c97add4..67cac9596 100644 --- a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/provider-config-modal.tsx +++ b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/provider-config-modal.tsx @@ -4,7 +4,7 @@ import React, { useCallback, useState } from 'react' import { useTranslation } from 'react-i18next' import { useBoolean } from 'ahooks' import Field from './field' -import type { LangFuseConfig, LangSmithConfig, OpikConfig, WeaveConfig } from './type' +import type { ArizeConfig, LangFuseConfig, LangSmithConfig, OpikConfig, PhoenixConfig, WeaveConfig } from './type' import { TracingProvider } from './type' import { docURL } from './config' import { @@ -22,15 +22,28 @@ import Divider from '@/app/components/base/divider' type Props = { appId: string type: TracingProvider - payload?: LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig | null + payload?: ArizeConfig | PhoenixConfig | LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig | null onRemoved: () => void onCancel: () => void - onSaved: (payload: LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig) => void + onSaved: (payload: ArizeConfig | PhoenixConfig | LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig) => void onChosen: (provider: TracingProvider) => void } const I18N_PREFIX = 'app.tracing.configProvider' +const arizeConfigTemplate = { + api_key: '', + space_id: '', + project: '', + endpoint: '', +} + +const phoenixConfigTemplate = { + api_key: '', + project: '', + endpoint: '', +} + const langSmithConfigTemplate = { api_key: '', project: '', @@ -71,11 +84,17 @@ const ProviderConfigModal: FC = ({ const isEdit = !!payload const isAdd = !isEdit const [isSaving, setIsSaving] = useState(false) - const [config, setConfig] = useState((() => { + const [config, setConfig] = useState((() => { if (isEdit) return payload - if (type === TracingProvider.langSmith) + if (type === TracingProvider.arize) + return arizeConfigTemplate + + else if (type === TracingProvider.phoenix) + return phoenixConfigTemplate + + else if (type === TracingProvider.langSmith) return langSmithConfigTemplate else if (type === TracingProvider.langfuse) @@ -115,6 +134,24 @@ const ProviderConfigModal: FC = ({ const checkValid = useCallback(() => { let errorMessage = '' + if (type === TracingProvider.arize) { + const postData = config as ArizeConfig + if (!postData.api_key) + errorMessage = t('common.errorMsg.fieldRequired', { field: 'API Key' }) + if (!postData.space_id) + errorMessage = t('common.errorMsg.fieldRequired', { field: 'Space ID' }) + if (!errorMessage && !postData.project) + errorMessage = t('common.errorMsg.fieldRequired', { field: t(`${I18N_PREFIX}.project`) }) + } + + if (type === TracingProvider.phoenix) { + const postData = config as PhoenixConfig + if (!postData.api_key) + errorMessage = t('common.errorMsg.fieldRequired', { field: 'API Key' }) + if (!errorMessage && !postData.project) + errorMessage = t('common.errorMsg.fieldRequired', { field: t(`${I18N_PREFIX}.project`) }) + } + if (type === TracingProvider.langSmith) { const postData = config as LangSmithConfig if (!postData.api_key) @@ -195,6 +232,68 @@ const ProviderConfigModal: FC = ({
+ {type === TracingProvider.arize && ( + <> + + + + + + )} + {type === TracingProvider.phoenix && ( + <> + + + + + )} {type === TracingProvider.weave && ( <> { return ({ + [TracingProvider.arize]: ArizeIconBig, + [TracingProvider.phoenix]: PhoenixIconBig, [TracingProvider.langSmith]: LangsmithIconBig, [TracingProvider.langfuse]: LangfuseIconBig, [TracingProvider.opik]: OpikIconBig, diff --git a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/type.ts b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/type.ts index ed468caf6..7e934b74c 100644 --- a/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/type.ts +++ b/web/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/type.ts @@ -1,10 +1,25 @@ export enum TracingProvider { + arize = 'arize', + phoenix = 'phoenix', langSmith = 'langsmith', langfuse = 'langfuse', opik = 'opik', weave = 'weave', } +export type ArizeConfig = { + api_key: string + space_id: string + project: string + endpoint: string +} + +export type PhoenixConfig = { + api_key: string + project: string + endpoint: string +} + export type LangSmithConfig = { api_key: string project: string diff --git a/web/app/components/base/icons/assets/public/tracing/arize-icon-big.svg b/web/app/components/base/icons/assets/public/tracing/arize-icon-big.svg new file mode 100644 index 000000000..80667847a --- /dev/null +++ b/web/app/components/base/icons/assets/public/tracing/arize-icon-big.svg @@ -0,0 +1,17 @@ + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/web/app/components/base/icons/assets/public/tracing/arize-icon.svg b/web/app/components/base/icons/assets/public/tracing/arize-icon.svg new file mode 100644 index 000000000..f43e28ff8 --- /dev/null +++ b/web/app/components/base/icons/assets/public/tracing/arize-icon.svg @@ -0,0 +1,17 @@ + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/web/app/components/base/icons/assets/public/tracing/phoenix-icon-big.svg b/web/app/components/base/icons/assets/public/tracing/phoenix-icon-big.svg new file mode 100644 index 000000000..d22e92844 --- /dev/null +++ b/web/app/components/base/icons/assets/public/tracing/phoenix-icon-big.svg @@ -0,0 +1,97 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/web/app/components/base/icons/assets/public/tracing/phoenix-icon.svg b/web/app/components/base/icons/assets/public/tracing/phoenix-icon.svg new file mode 100644 index 000000000..b30edd6c9 --- /dev/null +++ b/web/app/components/base/icons/assets/public/tracing/phoenix-icon.svg @@ -0,0 +1,97 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/web/app/components/base/icons/src/public/tracing/ArizeIcon.json b/web/app/components/base/icons/src/public/tracing/ArizeIcon.json new file mode 100644 index 000000000..fc438819e --- /dev/null +++ b/web/app/components/base/icons/src/public/tracing/ArizeIcon.json @@ -0,0 +1,122 @@ +{ + "icon": { + "type": "element", + "isRootNode": true, + "name": "svg", + "attributes": { + "id": "Layer_2", + "data-name": "Layer 2", + "xmlns": "http://www.w3.org/2000/svg", + "viewBox": "0 0 74 16", + "width": "74", + "height": "16" + }, + "children": [ + { + "type": "element", + "name": "g", + "attributes": { + "id": "Layer_1-2", + "data-name": "Layer 1" + }, + "children": [ + { + "type": "element", + "name": "rect", + "attributes": { + "style": "fill: none;", + "y": "0", + "width": "74", + "height": "16" + }, + "children": [] + }, + { + "type": "element", + "name": "g", + "attributes": { + "id": "Arize_-_standard", + "data-name": "Arize - standard" + }, + "children": [ + { + "type": "element", + "name": "g", + "attributes": {}, + "children": [ + { + "type": "element", + "name": "path", + "attributes": { + "d": "M67.29,9.7h-7.52c0,.08,0,.15.01.21.35,1.03,1.03,1.73,2.13,1.92,1.13.19,2.14,0,2.86-1.01.06-.09.19-.18.29-.19.66-.02,1.33,0,1.99,0-.1,1.79-2.59,3.32-5.07,3.14-2.66-.2-4.61-2.53-4.39-5.25.25-3.08,2.44-4.88,5.58-4.56,2.7.27,4.45,2.69,4.12,5.76ZM59.81,7.77h5.3c-.28-1.25-1.36-2.01-2.78-1.98-1.25.03-2.32.87-2.52,1.98Z" + }, + "children": [] + }, + { + "type": "element", + "name": "path", + "attributes": { + "style": "fill: #ff008c;", + "d": "M13.87,1.69c.4-.02.74.17.99.54,2.03,2.92,4.06,5.85,6.08,8.77.42.61.28,1.33-.29,1.73-.56.39-1.31.24-1.74-.38-1.4-2.01-2.79-4.02-4.19-6.04-.03-.04-.05-.08-.08-.11-.55-.78-1.1-.78-1.64,0-1.41,2.03-2.82,4.06-4.23,6.09-.23.34-.52.59-.93.63-.51.06-.92-.13-1.19-.57-.28-.46-.25-.92.05-1.35.68-.98,1.36-1.96,2.04-2.93,1.34-1.93,2.68-3.85,4.02-5.78.26-.37.59-.6,1.11-.59Z" + }, + 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100644 index 000000000..dac1ec280 --- /dev/null +++ b/web/app/components/base/icons/src/public/tracing/ArizeIcon.tsx @@ -0,0 +1,20 @@ +// GENERATE BY script +// DON NOT EDIT IT MANUALLY + +import * as React from 'react' +import data from './ArizeIcon.json' +import IconBase from '@/app/components/base/icons/IconBase' +import type { IconData } from '@/app/components/base/icons/IconBase' + +const Icon = ( + { + ref, + ...props + }: React.SVGProps & { + ref?: React.RefObject>; + }, +) => + +Icon.displayName = 'ArizeIcon' + +export default Icon diff --git a/web/app/components/base/icons/src/public/tracing/ArizeIconBig.json b/web/app/components/base/icons/src/public/tracing/ArizeIconBig.json new file mode 100644 index 000000000..57be25e5b --- /dev/null +++ b/web/app/components/base/icons/src/public/tracing/ArizeIconBig.json @@ -0,0 +1,122 @@ +{ + "icon": { + "type": "element", + "isRootNode": true, + "name": "svg", + "attributes": { + "id": "Layer_2", + "data-name": "Layer 2", + "xmlns": 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MANUALLY + +import * as React from 'react' +import data from './ArizeIconBig.json' +import IconBase from '@/app/components/base/icons/IconBase' +import type { IconData } from '@/app/components/base/icons/IconBase' + +const Icon = ( + { + ref, + ...props + }: React.SVGProps & { + ref?: React.RefObject>; + }, +) => + +Icon.displayName = 'ArizeIconBig' + +export default Icon diff --git a/web/app/components/base/icons/src/public/tracing/PhoenixIcon.json b/web/app/components/base/icons/src/public/tracing/PhoenixIcon.json new file mode 100644 index 000000000..c02847bc0 --- /dev/null +++ b/web/app/components/base/icons/src/public/tracing/PhoenixIcon.json @@ -0,0 +1,853 @@ +{ + "icon": { + "type": "element", + "isRootNode": true, + "name": "svg", + "attributes": { + "id": "Layer_2", + "data-name": "Layer 2", + "xmlns": "http://www.w3.org/2000/svg", + "xmlns:xlink": "http://www.w3.org/1999/xlink", + "viewBox": "0 0 74 16", + "width": "74", + "height": "16" + }, + "children": [ + { + "type": 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"stop-color": "#fcfdff", + "stop-opacity": "0" + }, + "children": [] + }, + { + "type": "element", + "name": "stop", + "attributes": { + "offset": ".12", + "stop-color": "#fcfdff", + "stop-opacity": ".17" + }, + "children": [] + }, + { + "type": "element", + "name": "stop", + "attributes": { + "offset": ".3", + "stop-color": "#fcfdff", + "stop-opacity": ".42" + }, + "children": [] + }, + { + "type": "element", + "name": "stop", + "attributes": { + "offset": ".47", + "stop-color": "#fcfdff", + "stop-opacity": ".63" + }, + "children": [] + }, + { + "type": "element", + "name": "stop", + "attributes": { + "offset": ".64", + "stop-color": "#fcfdff", + "stop-opacity": ".79" + }, + "children": [] + }, + { + "type": "element", + "name": "stop", + "attributes": { + "offset": ".78", + "stop-color": "#fcfdff", + "stop-opacity": ".9" + }, + "children": [] + }, + { + "type": "element", + "name": "stop", + "attributes": { + "offset": ".91", + "stop-color": "#fcfdff", + "stop-opacity": ".97" + }, + "children": [] + }, + { + "type": "element", + "name": "stop", + "attributes": { + "offset": "1", + "stop-color": "#fcfdff" + }, + "children": [] + } + ] + }, + { + "type": "element", + "name": "linearGradient", + "attributes": { + "id": "linear-gradient-3", + "x1": "11.21", + "y1": "10.8", + "x2": "6.88", + "y2": "3.29", + "xlink:href": "#linear-gradient-2" + }, + "children": [] + }, + { + "type": "element", + "name": "linearGradient", + "attributes": { + "id": "linear-gradient-4", + "x1": "10.62", + "y1": "11.35", + "x2": "8.2", + "y2": "7.16", + "xlink:href": "#linear-gradient-2" + }, + "children": [] + }, + { + "type": "element", + "name": "linearGradient", + "attributes": { + "id": "linear-gradient-5", + "x1": "10.72", + "y1": "12.2", + "x2": "9.21", + "y2": "9.59", + "xlink:href": "#linear-gradient-2" + }, + "children": [] + }, + { + "type": "element", + "name": "linearGradient", + "attributes": { + "id": "linear-gradient-6", + "x1": "8.17", + "y1": "11.96", + "x2": "8.17", + 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from './PhoenixIcon.json' +import IconBase from '@/app/components/base/icons/IconBase' +import type { IconData } from '@/app/components/base/icons/IconBase' + +const Icon = ( + { + ref, + ...props + }: React.SVGProps & { + ref?: React.RefObject>; + }, +) => + +Icon.displayName = 'PhoenixIcon' + +export default Icon diff --git a/web/app/components/base/icons/src/public/tracing/PhoenixIconBig.json b/web/app/components/base/icons/src/public/tracing/PhoenixIconBig.json new file mode 100644 index 000000000..f48a2f53a --- /dev/null +++ b/web/app/components/base/icons/src/public/tracing/PhoenixIconBig.json @@ -0,0 +1,853 @@ +{ + "icon": { + "type": "element", + "isRootNode": true, + "name": "svg", + "attributes": { + "id": "Layer_2", + "data-name": "Layer 2", + "xmlns": "http://www.w3.org/2000/svg", + "xmlns:xlink": "http://www.w3.org/1999/xlink", + "viewBox": "0 0 111 24", + "width": "111", + "height": "24" + }, + "children": [ + { + "type": "element", + "name": "defs", + "attributes": {}, + 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React from 'react' +import data from './PhoenixIconBig.json' +import IconBase from '@/app/components/base/icons/IconBase' +import type { IconData } from '@/app/components/base/icons/IconBase' + +const Icon = ( + { + ref, + ...props + }: React.SVGProps & { + ref?: React.RefObject>; + }, +) => + +Icon.displayName = 'PhoenixIconBig' + +export default Icon diff --git a/web/app/components/base/icons/src/public/tracing/index.ts b/web/app/components/base/icons/src/public/tracing/index.ts index 36b59e479..61a117e86 100644 --- a/web/app/components/base/icons/src/public/tracing/index.ts +++ b/web/app/components/base/icons/src/public/tracing/index.ts @@ -1,9 +1,13 @@ +export { default as ArizeIconBig } from './ArizeIconBig' +export { default as ArizeIcon } from './ArizeIcon' export { default as LangfuseIconBig } from './LangfuseIconBig' export { default as LangfuseIcon } from './LangfuseIcon' export { default as LangsmithIconBig } from './LangsmithIconBig' export { default as LangsmithIcon } from './LangsmithIcon' export { default as OpikIconBig } from './OpikIconBig' export { default as OpikIcon } from './OpikIcon' +export { default as PhoenixIconBig } from './PhoenixIconBig' +export { default as PhoenixIcon } from './PhoenixIcon' export { default as TracingIcon } from './TracingIcon' export { default as WeaveIconBig } from './WeaveIconBig' export { default as WeaveIcon } from './WeaveIcon' diff --git a/web/i18n/de-DE/app.ts b/web/i18n/de-DE/app.ts index 4df2ce91c..d29a475bc 100644 --- a/web/i18n/de-DE/app.ts +++ b/web/i18n/de-DE/app.ts @@ -138,6 +138,14 @@ const translation = { notConfigured: 'Anbieter konfigurieren, um Nachverfolgung zu aktivieren', moreProvider: 'Weitere Anbieter', }, + arize: { + title: 'Arize', + description: 'Unternehmensgerechte LLM-Observierbarkeit, Online- und Offline-Bewertung, Überwachung und Experimentierung—unterstützt durch OpenTelemetry. Speziell für LLM- und agentenbasierte Anwendungen entwickelt.', + }, + phoenix: { + title: 'Phoenix', + description: 'Open-Source- und OpenTelemetry-basierte Plattform für Observierbarkeit, Bewertung, Prompt-Engineering und Experimentierung für Ihre LLM-Workflows und -Agenten.', + }, langsmith: { title: 'LangSmith', description: 'Eine All-in-One-Entwicklerplattform für jeden Schritt des LLM-gesteuerten Anwendungslebenszyklus.', diff --git a/web/i18n/en-US/app.ts b/web/i18n/en-US/app.ts index 1162a3d0a..b6496e9b9 100644 --- a/web/i18n/en-US/app.ts +++ b/web/i18n/en-US/app.ts @@ -150,6 +150,14 @@ const translation = { notConfigured: 'Config provider to enable tracing', moreProvider: 'More Provider', }, + arize: { + title: 'Arize', + description: 'Enterprise-grade LLM observability, online & offline evaluation, monitoring, and experimentation—powered by OpenTelemetry. Purpose-built for LLM & agent-driven applications.', + }, + phoenix: { + title: 'Phoenix', + description: 'Open-source & OpenTelemetry-based observability, evaluation, prompt engineering and experimentation platform for your LLM workflows and agents.', + }, langsmith: { title: 'LangSmith', description: 'An all-in-one developer platform for every step of the LLM-powered application lifecycle.', diff --git a/web/i18n/es-ES/app.ts b/web/i18n/es-ES/app.ts index 2f87b9aba..18741226f 100644 --- a/web/i18n/es-ES/app.ts +++ b/web/i18n/es-ES/app.ts @@ -136,6 +136,14 @@ const translation = { notConfigured: 'Configurar proveedor para habilitar el rastreo', moreProvider: 'Más proveedores', }, + arize: { + title: 'Arize', + description: 'Observabilidad de LLM de nivel empresarial, evaluación en línea y fuera de línea, monitoreo y experimentación—impulsada por OpenTelemetry. Diseñada específicamente para aplicaciones impulsadas por LLM y agentes.', + }, + phoenix: { + title: 'Phoenix', + description: 'Plataforma de observabilidad, evaluación, ingeniería de prompts y experimentación de código abierto basada en OpenTelemetry para sus flujos de trabajo y agentes de LLM.', + }, langsmith: { title: 'LangSmith', description: 'Una plataforma de desarrollo todo en uno para cada paso del ciclo de vida de la aplicación impulsada por LLM.', diff --git a/web/i18n/fa-IR/app.ts b/web/i18n/fa-IR/app.ts index 7c8f70958..5e9bd938f 100644 --- a/web/i18n/fa-IR/app.ts +++ b/web/i18n/fa-IR/app.ts @@ -140,6 +140,14 @@ const translation = { notConfigured: 'برای فعال‌سازی ردیابی ارائه‌دهنده را پیکربندی کنید', moreProvider: 'ارائه‌دهندگان بیشتر', }, + arize: { + title: 'Arize', + description: 'قابلیت مشاهده LLM در سطح سازمانی، ارزیابی آنلاین و آفلاین، نظارت و آزمایش — با پشتیبانی از OpenTelemetry. طراحی‌شده مخصوص برنامه‌های مبتنی بر LLM و عامل‌ها.', + }, + phoenix: { + title: 'Phoenix', + description: 'پلتفرم متن‌باز و مبتنی بر OpenTelemetry برای مشاهده‌پذیری، ارزیابی، مهندسی پرامپت و آزمایش برای جریان‌های کاری و عامل‌های LLM شما.', + }, langsmith: { title: 'LangSmith', description: 'یک پلتفرم همه‌کاره برای هر مرحله از چرخه عمر برنامه‌های مبتنی بر LLM.', diff --git a/web/i18n/fr-FR/app.ts b/web/i18n/fr-FR/app.ts index 55de8c386..29d7a9b3d 100644 --- a/web/i18n/fr-FR/app.ts +++ b/web/i18n/fr-FR/app.ts @@ -136,6 +136,14 @@ const translation = { notConfigured: 'Configurez le fournisseur pour activer le traçage', moreProvider: 'Plus de fournisseurs', }, + arize: { + title: 'Arize', + description: 'Observabilité de LLM de niveau entreprise, évaluation en ligne et hors ligne, surveillance et expérimentation—alimentée par OpenTelemetry. Conçue spécialement pour les applications basées sur LLM et agents.', + }, + phoenix: { + title: 'Phoenix', + description: 'Plateforme open-source basée sur OpenTelemetry pour l’observabilité, l’évaluation, l’ingénierie des prompts et l’expérimentation de vos flux de travail et agents LLM.', + }, langsmith: { title: 'LangSmith', description: 'Une plateforme de développement tout-en-un pour chaque étape du cycle de vie des applications basées sur LLM.', diff --git a/web/i18n/hi-IN/app.ts b/web/i18n/hi-IN/app.ts index f70010fb5..9485d7359 100644 --- a/web/i18n/hi-IN/app.ts +++ b/web/i18n/hi-IN/app.ts @@ -136,6 +136,14 @@ const translation = { notConfigured: 'ट्रेसिंग सक्षम करने के लिए प्रदाता कॉन्फ़िगर करें', moreProvider: 'अधिक प्रदाता', }, + arize: { + title: 'Arize', + description: 'एंटरप्राइज-स्तरीय LLM ऑब्ज़र्वेबिलिटी, ऑनलाइन और ऑफ़लाइन मूल्यांकन, मॉनिटरिंग और प्रयोग — OpenTelemetry द्वारा समर्थित। LLM और एजेंट-आधारित अनुप्रयोगों के लिए विशेष रूप से तैयार किया गया।', + }, + phoenix: { + title: 'Phoenix', + description: 'आपके LLM वर्कफ़्लोज़ और एजेंट्स के लिए ओपन-सोर्स और OpenTelemetry-आधारित ऑब्ज़र्वेबिलिटी, मूल्यांकन, प्रॉम्प्ट इंजीनियरिंग और प्रयोग का प्लेटफ़ॉर्म।', + }, langsmith: { title: 'LangSmith', description: 'LLM-संचालित एप्लिकेशन जीवनचक्र के प्रत्येक चरण के लिए एक ऑल-इन-वन डेवलपर प्लेटफ़ॉर्म।', diff --git a/web/i18n/it-IT/app.ts b/web/i18n/it-IT/app.ts index e1d57f827..feade0016 100644 --- a/web/i18n/it-IT/app.ts +++ b/web/i18n/it-IT/app.ts @@ -145,6 +145,14 @@ const translation = { notConfigured: 'Configura il provider per abilitare il tracciamento', moreProvider: 'Altri Provider', }, + arize: { + title: 'Arize', + description: 'Osservabilità LLM di livello aziendale, valutazione online e offline, monitoraggio e sperimentazione—alimentata da OpenTelemetry. Progettata appositamente per applicazioni basate su LLM e agenti.', + }, + phoenix: { + title: 'Phoenix', + description: 'Piattaforma open-source basata su OpenTelemetry per osservabilità, valutazione, ingegneria dei prompt e sperimentazione per i tuoi flussi di lavoro e agenti LLM.', + }, langsmith: { title: 'LangSmith', description: diff --git a/web/i18n/ja-JP/app.ts b/web/i18n/ja-JP/app.ts index 43c61abfe..1d94d67eb 100644 --- a/web/i18n/ja-JP/app.ts +++ b/web/i18n/ja-JP/app.ts @@ -145,6 +145,14 @@ const translation = { notConfigured: 'トレース機能を有効化するためには、サービスの設定が必要です。', moreProvider: 'その他のプロバイダー', }, + arize: { + title: 'Arize', + description: 'エンタープライズグレードのLLM可観測性、オンラインおよびオフライン評価、モニタリング、実験—OpenTelemetryによって支えられています。LLMおよびエージェント駆動型アプリケーション向けに特別に設計されています。', + }, + phoenix: { + title: 'Phoenix', + description: 'オープンソースおよびOpenTelemetryベースの可観測性、評価、プロンプトエンジニアリング、実験プラットフォームで、LLMワークフローおよびエージェントに対応します。', + }, langsmith: { title: 'LangSmith', description: 'LLM を利用したアプリケーションのライフサイクル全段階を支援する、オールインワンの開発者向けプラットフォームです。', diff --git a/web/i18n/ko-KR/app.ts b/web/i18n/ko-KR/app.ts index 19323d584..fab6d8cba 100644 --- a/web/i18n/ko-KR/app.ts +++ b/web/i18n/ko-KR/app.ts @@ -132,6 +132,14 @@ const translation = { notConfigured: '추적을 활성화하려면 제공업체를 구성하세요', moreProvider: '더 많은 제공업체', }, + arize: { + title: 'Arize', + description: '엔터프라이즈급 LLM 가시성, 온라인 및 오프라인 평가, 모니터링 및 실험—OpenTelemetry를 기반으로 합니다. LLM 및 에이전트 기반 애플리케이션을 위해 특별히 설계되었습니다.', + }, + phoenix: { + title: 'Phoenix', + description: '오픈소스 및 OpenTelemetry 기반의 가시성, 평가, 프롬프트 엔지니어링 및 실험 플랫폼으로, LLM 워크플로우 및 에이전트를 지원합니다.', + }, langsmith: { title: 'LangSmith', description: 'LLM 기반 애플리케이션 수명 주기의 모든 단계를 위한 올인원 개발자 플랫폼.', diff --git a/web/i18n/pl-PL/app.ts b/web/i18n/pl-PL/app.ts index a3011a0e7..ee422a8b5 100644 --- a/web/i18n/pl-PL/app.ts +++ b/web/i18n/pl-PL/app.ts @@ -143,6 +143,14 @@ const translation = { notConfigured: 'Skonfiguruj dostawcę, aby włączyć śledzenie', moreProvider: 'Więcej dostawców', }, + arize: { + title: 'Arize', + description: 'Obserwowalność LLM klasy korporacyjnej, ocena online i offline, monitorowanie i eksperymentowanie — oparta na OpenTelemetry. Zaprojektowana specjalnie dla aplikacji opartych na LLM i agentach.', + }, + phoenix: { + title: 'Phoenix', + description: 'Otwarta i oparta na OpenTelemetry platforma do obserwowalności, oceny, inżynierii promptów i eksperymentowania dla Twoich przepływów pracy i agentów LLM.', + }, langsmith: { title: 'LangSmith', description: 'Kompleksowa platforma deweloperska dla każdego etapu cyklu życia aplikacji opartej na LLM.', diff --git a/web/i18n/pt-BR/app.ts b/web/i18n/pt-BR/app.ts index a84460787..742159692 100644 --- a/web/i18n/pt-BR/app.ts +++ b/web/i18n/pt-BR/app.ts @@ -136,6 +136,14 @@ const translation = { notConfigured: 'Configure o provedor para habilitar o rastreamento', moreProvider: 'Mais provedores', }, + arize: { + title: 'Arize', + description: 'Observabilidade de LLM de nível empresarial, avaliação online e offline, monitoramento e experimentação—impulsionada pelo OpenTelemetry. Projetado especificamente para aplicações baseadas em LLM e agentes.', + }, + phoenix: { + title: 'Phoenix', + description: 'Plataforma de observabilidade, avaliação, engenharia de prompts e experimentação de código aberto baseada em OpenTelemetry para seus fluxos de trabalho e agentes de LLM.', + }, langsmith: { title: 'LangSmith', description: 'Uma plataforma de desenvolvedor completa para cada etapa do ciclo de vida do aplicativo impulsionado por LLM.', diff --git a/web/i18n/ro-RO/app.ts b/web/i18n/ro-RO/app.ts index efb91cc52..5fdb32945 100644 --- a/web/i18n/ro-RO/app.ts +++ b/web/i18n/ro-RO/app.ts @@ -136,6 +136,14 @@ const translation = { notConfigured: 'Configurați furnizorul pentru a activa urmărirea', moreProvider: 'Mai mulți furnizori', }, + arize: { + title: 'Arize', + description: 'Observabilitate LLM de nivel enterprise, evaluare online și offline, monitorizare și experimentare—alimentată de OpenTelemetry. Proiectată special pentru aplicații bazate pe LLM și agenți.', + }, + phoenix: { + title: 'Phoenix', + description: 'Platformă open-source și bazată pe OpenTelemetry pentru observabilitate, evaluare, inginerie de prompturi și experimentare pentru fluxurile de lucru și agenții LLM.', + }, langsmith: { title: 'LangSmith', description: 'O platformă de dezvoltare all-in-one pentru fiecare etapă a ciclului de viață al aplicației bazate pe LLM.', diff --git a/web/i18n/ru-RU/app.ts b/web/i18n/ru-RU/app.ts index 71f7e3120..03283180d 100644 --- a/web/i18n/ru-RU/app.ts +++ b/web/i18n/ru-RU/app.ts @@ -141,6 +141,14 @@ const translation = { notConfigured: 'Настройте провайдера, чтобы включить трассировку', moreProvider: 'Больше провайдеров', }, + arize: { + title: 'Arize', + description: 'Корпоративный уровень наблюдаемости LLM, онлайн и оффлайн оценка, мониторинг и эксперименты—на основе OpenTelemetry. Специально разработан для приложений на базе LLM и агентов.', + }, + phoenix: { + title: 'Phoenix', + description: 'Открытая и основанная на OpenTelemetry платформа для наблюдаемости, оценки, инженерии подсказок и экспериментов для ваших рабочих процессов и агентов LLM.', + }, langsmith: { title: 'LangSmith', description: 'Универсальная платформа для разработчиков для каждого этапа жизненного цикла приложения на базе LLM.', diff --git a/web/i18n/sl-SI/app.ts b/web/i18n/sl-SI/app.ts index f452ffc39..bba09351a 100644 --- a/web/i18n/sl-SI/app.ts +++ b/web/i18n/sl-SI/app.ts @@ -146,6 +146,14 @@ const translation = { notConfigured: 'Konfigurirajte ponudnika za omogočanje sledenja', moreProvider: 'Več ponudnikov', }, + arize: { + title: 'Arize', + description: 'Podjetniško opazovanje LLM, spletno in nespletno vrednotenje, nadzorovanje in eksperimentiranje — s podporo OpenTelemetry. Namenjeno aplikacijam, ki temeljijo na LLM in agentih.', + }, + phoenix: { + title: 'Phoenix', + description: 'Odprtokodna in na OpenTelemetry osnovana platforma za opazovanje, vrednotenje, inženiring pozivov ter eksperimentiranje za vaše LLM poteke dela in agente.', + }, langsmith: { title: 'LangSmith', description: 'Vse-v-enem razvijalska platforma za vsak korak življenjskega cikla aplikacije, ki jo poganja LLM.', diff --git a/web/i18n/th-TH/app.ts b/web/i18n/th-TH/app.ts index 71b44bc5a..3d4809e87 100644 --- a/web/i18n/th-TH/app.ts +++ b/web/i18n/th-TH/app.ts @@ -142,6 +142,14 @@ const translation = { notConfigured: 'ผู้ให้บริการกําหนดค่าเพื่อเปิดใช้งานการติดตาม', moreProvider: 'ผู้ให้บริการเพิ่มเติม', }, + arize: { + title: 'Arize', + description: 'การสังเกตการณ์ LLM ระดับองค์กร การประเมินออนไลน์และออฟไลน์ การตรวจสอบ และการทดลอง—ขับเคลื่อนโดย OpenTelemetry ออกแบบมาโดยเฉพาะสำหรับแอปพลิเคชันที่ขับเคลื่อนด้วย LLM และตัวแทน', + }, + phoenix: { + title: 'Phoenix', + description: 'แพลตฟอร์มโอเพ่นซอร์สและ OpenTelemetry สำหรับการสังเกตการณ์ การประเมิน วิศวกรรมพรอมต์ และการทดลองสำหรับเวิร์กโฟลว์และตัวแทน LLM ของคุณ', + }, langsmith: { title: 'Langsmith', description: 'แพลตฟอร์มนักพัฒนาแบบครบวงจรสําหรับทุกขั้นตอนของ การพัฒนาโปรเจกต์ที่ขับเคลื่อนด้วย LLM', diff --git a/web/i18n/tr-TR/app.ts b/web/i18n/tr-TR/app.ts index 41423882d..639319fd8 100644 --- a/web/i18n/tr-TR/app.ts +++ b/web/i18n/tr-TR/app.ts @@ -136,6 +136,14 @@ const translation = { notConfigured: 'İzlemeyi etkinleştirmek için sağlayıcıyı yapılandırın', moreProvider: 'Daha Fazla Sağlayıcı', }, + arize: { + title: 'Arize', + description: 'Kurumsal düzeyde LLM gözlemlenebilirliği, çevrimiçi ve çevrimdışı değerlendirme, izleme ve deneyler — OpenTelemetry ile desteklenmektedir. LLM ve ajan tabanlı uygulamalar için özel olarak tasarlanmıştır.', + }, + phoenix: { + title: 'Phoenix', + description: 'LLM iş akışlarınız ve ajanlarınız için açık kaynaklı ve OpenTelemetry tabanlı gözlemlenebilirlik, değerlendirme, istem mühendisliği ve deney platformu.', + }, langsmith: { title: 'LangSmith', description: 'LLM destekli uygulama yaşam döngüsünün her adımı için her şeyi kapsayan bir geliştirici platformu.', diff --git a/web/i18n/uk-UA/app.ts b/web/i18n/uk-UA/app.ts index 3dd3463f9..9e1d3c60c 100644 --- a/web/i18n/uk-UA/app.ts +++ b/web/i18n/uk-UA/app.ts @@ -136,6 +136,14 @@ const translation = { notConfigured: 'Налаштуйте провайдера для увімкнення відстеження', moreProvider: 'Більше провайдерів', }, + arize: { + title: 'Arize', + description: 'Спостережуваність LLM корпоративного рівня, онлайн та офлайн оцінювання, моніторинг та експерименти—на основі OpenTelemetry. Спеціально розроблено для застосунків на базі LLM та агентів.', + }, + phoenix: { + title: 'Phoenix', + description: 'Відкрита та заснована на OpenTelemetry платформа для спостережуваності, оцінювання, інженерії підказок та експериментів для ваших робочих процесів та агентів LLM.', + }, langsmith: { title: 'LangSmith', description: 'Універсальна платформа розробника для кожного етапу життєвого циклу додатку на основі LLM.', diff --git a/web/i18n/vi-VN/app.ts b/web/i18n/vi-VN/app.ts index ef8d72b22..0968fcb45 100644 --- a/web/i18n/vi-VN/app.ts +++ b/web/i18n/vi-VN/app.ts @@ -136,6 +136,14 @@ const translation = { notConfigured: 'Cấu hình nhà cung cấp để bật theo dõi', moreProvider: 'Thêm nhà cung cấp', }, + arize: { + title: 'Arize', + description: 'Khả năng quan sát LLM cấp doanh nghiệp, đánh giá trực tuyến và ngoại tuyến, giám sát và thử nghiệm—được hỗ trợ bởi OpenTelemetry. Được thiết kế đặc biệt cho các ứng dụng dựa trên LLM và tác nhân.', + }, + phoenix: { + title: 'Phoenix', + description: 'Nền tảng mã nguồn mở và dựa trên OpenTelemetry cho khả năng quan sát, đánh giá, kỹ thuật prompt và thử nghiệm cho quy trình làm việc và tác nhân LLM của bạn.', + }, langsmith: { title: 'LangSmith', description: 'Nền tảng phát triển tất cả trong một cho mọi bước của vòng đời ứng dụng được hỗ trợ bởi LLM.', diff --git a/web/i18n/zh-Hans/app.ts b/web/i18n/zh-Hans/app.ts index c5bfb39f4..07ecc018f 100644 --- a/web/i18n/zh-Hans/app.ts +++ b/web/i18n/zh-Hans/app.ts @@ -150,6 +150,14 @@ const translation = { notConfigured: '配置提供商以启用追踪', moreProvider: '更多提供商', }, + arize: { + title: 'Arize', + description: '企业级LLM可观测性、在线和离线评估、监控和实验平台，基于OpenTelemetry构建，专为LLM和代理驱动的应用程序设计。', + }, + phoenix: { + title: 'Phoenix', + description: '开源且基于OpenTelemetry的可观测性、评估、提示工程和实验平台，适用于您的LLM工作流程和代理。', + }, langsmith: { title: 'LangSmith', description: '一个全方位的开发者平台，适用于 LLM 驱动应用程序生命周期的每个步骤。', diff --git a/web/i18n/zh-Hant/app.ts b/web/i18n/zh-Hant/app.ts index 5e5ffaaf9..41cd6324c 100644 --- a/web/i18n/zh-Hant/app.ts +++ b/web/i18n/zh-Hant/app.ts @@ -136,6 +136,14 @@ const translation = { notConfigured: '配置提供商以啟用追蹤', moreProvider: '更多提供商', }, + arize: { + title: 'Arize', + description: '企業級LLM可觀測性、線上與離線評估、監控和實驗平台，基於OpenTelemetry構建，專為LLM和代理驅動的應用程式設計。', + }, + phoenix: { + title: 'Phoenix', + description: '開源且基於OpenTelemetry的可觀測性、評估、提示工程和實驗平台，適用於您的LLM工作流程和代理。', + }, langsmith: { title: 'LangSmith', description: '一個全方位的開發者平台，用於 LLM 驅動的應用程式生命週期的每個步驟。', diff --git a/web/models/app.ts b/web/models/app.ts index b10ced703..369cf3238 100644 --- a/web/models/app.ts +++ b/web/models/app.ts @@ -1,4 +1,4 @@ -import type { LangFuseConfig, LangSmithConfig, OpikConfig, TracingProvider, WeaveConfig } from '@/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/type' +import type { ArizeConfig, LangFuseConfig, LangSmithConfig, OpikConfig, PhoenixConfig, TracingProvider, WeaveConfig } from '@/app/(commonLayout)/app/(appDetailLayout)/[appId]/overview/tracing/type' import type { App, AppTemplate, SiteConfig } from '@/types/app' import type { Dependency } from '@/app/components/plugins/types' @@ -166,5 +166,5 @@ export type TracingStatus = { export type TracingConfig = { tracing_provider: TracingProvider - tracing_config: LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig + tracing_config: ArizeConfig | PhoenixConfig | LangSmithConfig | LangFuseConfig | OpikConfig | WeaveConfig } diff --git a/web/themes/dark.css b/web/themes/dark.css index 114bf6d69..b7adb6131 100644 --- a/web/themes/dark.css +++ b/web/themes/dark.css @@ -722,6 +722,8 @@ html[data-theme="dark"] { --color-util-colors-midnight-midnight-600: #a7aec5; --color-util-colors-midnight-midnight-700: #c6cbd9; + --color-third-party-Arize: #ffffff; + --color-third-party-Phoenix: #ffffff; --color-third-party-LangChain: #ffffff; --color-third-party-Langfuse: #ffffff; --color-third-party-Github: #ffffff; diff --git a/web/themes/light.css b/web/themes/light.css index 8a3f9d9d4..97b3b3b4a 100644 --- a/web/themes/light.css +++ b/web/themes/light.css @@ -722,6 +722,8 @@ html[data-theme="light"] { --color-util-colors-midnight-midnight-600: #5d698d; --color-util-colors-midnight-midnight-700: #3e465e; + --color-third-party-Arize: #000000; + --color-third-party-Phoenix: #000000; --color-third-party-LangChain: #1c3c3c; --color-third-party-Langfuse: #000000; --color-third-party-Github: #1b1f24; diff --git a/web/themes/tailwind-theme-var-define.ts b/web/themes/tailwind-theme-var-define.ts index 11189441e..935228199 100644 --- a/web/themes/tailwind-theme-var-define.ts +++ b/web/themes/tailwind-theme-var-define.ts @@ -722,6 +722,8 @@ const vars = { 'util-colors-midnight-midnight-600': 'var(--color-util-colors-midnight-midnight-600)', 'util-colors-midnight-midnight-700': 'var(--color-util-colors-midnight-midnight-700)', + 'third-party-Arize': 'var(--color-third-party-Arize)', + 'third-party-Phoenix': 'var(--color-third-party-Phoenix)', 'third-party-LangChain': 'var(--color-third-party-LangChain)', 'third-party-Langfuse': 'var(--color-third-party-Langfuse)', 'third-party-Github': 'var(--color-third-party-Github)',