mirror of
https://github.com/google-gemini/gemini-cli.git
synced 2026-02-01 22:48:03 +00:00
docs(cli): update telemetry documentation (#11806)
This commit is contained in:
Jerop Kipruto
@@ -15,8 +15,29 @@ Learn how to enable and setup OpenTelemetry for Gemini CLI.
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- [Collector-Based Export (Advanced)](#collector-based-export-advanced-1)
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- [Logs and Metrics](#logs-and-metrics)
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- [Logs](#logs)
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- [Sessions](#sessions)
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- [Tools](#tools)
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- [Files](#files)
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- [API](#api)
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- [Model Routing](#model-routing)
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- [Chat and Streaming](#chat-and-streaming)
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- [Resilience](#resilience)
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- [Extensions](#extensions)
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- [Agent Runs](#agent-runs)
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- [IDE](#ide)
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- [UI](#ui)
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- [Metrics](#metrics)
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- [Custom](#custom)
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- [Sessions](#sessions-1)
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- [Tools](#tools-1)
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- [API](#api-1)
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- [Token Usage](#token-usage)
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- [Files](#files-1)
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- [Chat and Streaming](#chat-and-streaming-1)
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- [Model Routing](#model-routing-1)
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- [Agent Runs](#agent-runs-1)
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- [UI](#ui-1)
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- [Performance](#performance)
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- [GenAI Semantic Convention](#genai-semantic-convention)
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## Key Benefits
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@@ -210,10 +231,13 @@ attributes on all logs and metrics.
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### Logs
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Logs are timestamped records of specific events. The following events are logged
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for Gemini CLI:
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for Gemini CLI, grouped by category.
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- `gemini_cli.config`: This event occurs once at startup with the CLI's
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configuration.
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#### Sessions
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Captures startup configuration and user prompt submissions.
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- `gemini_cli.config`: Emitted once at startup with the CLI configuration.
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- **Attributes**:
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- `model` (string)
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- `embedding_model` (string)
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@@ -222,81 +246,42 @@ for Gemini CLI:
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- `approval_mode` (string)
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- `api_key_enabled` (boolean)
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- `vertex_ai_enabled` (boolean)
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- `code_assist_enabled` (boolean)
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- `log_prompts_enabled` (boolean)
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- `log_user_prompts_enabled` (boolean)
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- `file_filtering_respect_git_ignore` (boolean)
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- `debug_mode` (boolean)
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- `mcp_servers` (string)
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- `output_format` (string: "text", "json", or "stream-json")
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- `mcp_servers_count` (int)
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- `mcp_tools` (string, if applicable)
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- `mcp_tools_count` (int, if applicable)
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- `output_format` ("text", "json", or "stream-json")
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- `gemini_cli.user_prompt`: This event occurs when a user submits a prompt.
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- `gemini_cli.user_prompt`: Emitted when a user submits a prompt.
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- **Attributes**:
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- `prompt_length` (int)
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- `prompt_id` (string)
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- `prompt` (string, this attribute is excluded if `log_prompts_enabled` is
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configured to be `false`)
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- `prompt` (string; excluded if `telemetry.logPrompts` is `false`)
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- `auth_type` (string)
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- `gemini_cli.tool_call`: This event occurs for each function call.
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#### Tools
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Captures tool executions, output truncation, and Smart Edit behavior.
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- `gemini_cli.tool_call`: Emitted for each tool (function) call.
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- **Attributes**:
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- `function_name`
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- `function_args`
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- `duration_ms`
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- `success` (boolean)
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- `decision` (string: "accept", "reject", "auto_accept", or "modify", if
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applicable)
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- `decision` ("accept", "reject", "auto_accept", or "modify", if applicable)
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- `error` (if applicable)
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- `error_type` (if applicable)
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- `prompt_id` (string)
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- `tool_type` ("native" or "mcp")
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- `mcp_server_name` (string, if applicable)
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- `content_length` (int, if applicable)
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- `metadata` (if applicable, dictionary of string -> any)
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- `metadata` (if applicable)
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- `gemini_cli.file_operation`: This event occurs for each file operation.
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- **Attributes**:
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- `tool_name` (string)
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- `operation` (string: "create", "read", "update")
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- `lines` (int, if applicable)
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- `mimetype` (string, if applicable)
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- `extension` (string, if applicable)
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- `programming_language` (string, if applicable)
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- `diff_stat` (json string, if applicable): A JSON string with the following
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members:
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- `ai_added_lines` (int)
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- `ai_removed_lines` (int)
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- `user_added_lines` (int)
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- `user_removed_lines` (int)
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- `gemini_cli.api_request`: This event occurs when making a request to Gemini
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API.
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- **Attributes**:
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- `model`
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- `request_text` (if applicable)
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- `gemini_cli.api_error`: This event occurs if the API request fails.
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- **Attributes**:
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- `model`
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- `error`
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- `error_type`
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- `status_code`
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- `duration_ms`
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- `auth_type`
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- `gemini_cli.api_response`: This event occurs upon receiving a response from
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Gemini API.
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- **Attributes**:
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- `model`
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- `status_code`
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- `duration_ms`
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- `error` (optional)
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- `input_token_count`
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- `output_token_count`
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- `cached_content_token_count`
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- `thoughts_token_count`
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- `tool_token_count`
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- `response_text` (if applicable)
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- `auth_type`
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- `gemini_cli.tool_output_truncated`: This event occurs when the output of a
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tool call is too large and gets truncated.
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- `gemini_cli.tool_output_truncated`: Output of a tool call was truncated.
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- **Attributes**:
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- `tool_name` (string)
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- `original_content_length` (int)
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@@ -305,32 +290,211 @@ for Gemini CLI:
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- `lines` (int)
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- `prompt_id` (string)
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- `gemini_cli.malformed_json_response`: This event occurs when a `generateJson`
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response from Gemini API cannot be parsed as a json.
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- `gemini_cli.smart_edit_strategy`: Smart Edit strategy chosen.
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- **Attributes**:
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- `model`
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- `strategy` (string)
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- `gemini_cli.flash_fallback`: This event occurs when Gemini CLI switches to
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flash as fallback.
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- `gemini_cli.smart_edit_correction`: Smart Edit correction result.
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- **Attributes**:
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- `auth_type`
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- `correction` ("success" | "failure")
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- `gemini_cli.slash_command`: This event occurs when a user executes a slash
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command.
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#### Files
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Tracks file operations performed by tools.
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- `gemini_cli.file_operation`: Emitted for each file operation.
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- **Attributes**:
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- `tool_name` (string)
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- `operation` ("create" | "read" | "update")
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- `lines` (int, optional)
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- `mimetype` (string, optional)
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- `extension` (string, optional)
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- `programming_language` (string, optional)
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#### API
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Captures Gemini API requests, responses, and errors.
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- `gemini_cli.api_request`: Request sent to Gemini API.
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- **Attributes**:
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- `model` (string)
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- `prompt_id` (string)
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- `request_text` (string, optional)
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- `gemini_cli.api_response`: Response received from Gemini API.
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- **Attributes**:
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- `model` (string)
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- `status_code` (int|string)
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- `duration_ms` (int)
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- `input_token_count` (int)
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- `output_token_count` (int)
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- `cached_content_token_count` (int)
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- `thoughts_token_count` (int)
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- `tool_token_count` (int)
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- `total_token_count` (int)
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- `response_text` (string, optional)
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- `prompt_id` (string)
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- `auth_type` (string)
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- `gemini_cli.api_error`: API request failed.
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- **Attributes**:
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- `model` (string)
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- `error` (string)
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- `error_type` (string)
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- `status_code` (int|string)
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- `duration_ms` (int)
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- `prompt_id` (string)
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- `auth_type` (string)
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- `gemini_cli.malformed_json_response`: `generateJson` response could not be
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parsed.
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- **Attributes**:
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- `model` (string)
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#### Model Routing
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Tracks model selections via slash commands and router decisions.
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- `gemini_cli.slash_command`: A slash command was executed.
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- **Attributes**:
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- `command` (string)
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- `subcommand` (string, if applicable)
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- `subcommand` (string, optional)
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- `status` ("success" | "error")
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- `gemini_cli.extension_enable`: This event occurs when an extension is enabled
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- `gemini_cli.extension_install`: This event occurs when an extension is
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installed
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- `gemini_cli.slash_command.model`: Model was selected via slash command.
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- **Attributes**:
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- `model_name` (string)
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- `gemini_cli.model_routing`: Model router made a decision.
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- **Attributes**:
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- `decision_model` (string)
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- `decision_source` (string)
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- `routing_latency_ms` (int)
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- `reasoning` (string, optional)
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- `failed` (boolean)
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- `error_message` (string, optional)
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#### Chat and Streaming
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Observes streaming integrity, compression, and retry behavior.
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- `gemini_cli.chat_compression`: Chat context was compressed.
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- **Attributes**:
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- `tokens_before` (int)
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- `tokens_after` (int)
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- `gemini_cli.chat.invalid_chunk`: Invalid chunk received from a stream.
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- **Attributes**:
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- `error.message` (string, optional)
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- `gemini_cli.chat.content_retry`: Retry triggered due to a content error.
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- **Attributes**:
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- `attempt_number` (int)
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- `error_type` (string)
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- `retry_delay_ms` (int)
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- `model` (string)
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- `gemini_cli.chat.content_retry_failure`: All content retries failed.
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- **Attributes**:
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- `total_attempts` (int)
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- `final_error_type` (string)
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- `total_duration_ms` (int, optional)
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- `model` (string)
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- `gemini_cli.conversation_finished`: Conversation session ended.
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- **Attributes**:
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- `approvalMode` (string)
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- `turnCount` (int)
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- `gemini_cli.next_speaker_check`: Next speaker determination.
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- **Attributes**:
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- `prompt_id` (string)
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- `finish_reason` (string)
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- `result` (string)
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#### Resilience
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Records fallback mechanisms for models and network operations.
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- `gemini_cli.flash_fallback`: Switched to a flash model as fallback.
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- **Attributes**:
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- `auth_type` (string)
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- `gemini_cli.ripgrep_fallback`: Switched to grep as fallback for file search.
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- **Attributes**:
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- `error` (string, optional)
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- `gemini_cli.web_fetch_fallback_attempt`: Attempted web-fetch fallback.
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- **Attributes**:
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- `reason` ("private_ip" | "primary_failed")
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#### Extensions
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Tracks extension lifecycle and settings changes.
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- `gemini_cli.extension_install`: An extension was installed.
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- **Attributes**:
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- `extension_name` (string)
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- `extension_version` (string)
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- `extension_source` (string)
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- `status` (string)
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- `gemini_cli.extension_uninstall`: This event occurs when an extension is
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uninstalled
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- `gemini_cli.extension_uninstall`: An extension was uninstalled.
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- **Attributes**:
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- `extension_name` (string)
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- `status` (string)
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- `gemini_cli.extension_enable`: An extension was enabled.
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- **Attributes**:
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- `extension_name` (string)
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- `setting_scope` (string)
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- `gemini_cli.extension_disable`: An extension was disabled.
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- **Attributes**:
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- `extension_name` (string)
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- `setting_scope` (string)
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- `gemini_cli.extension_update`: An extension was updated.
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- **Attributes**:
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- `extension_name` (string)
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- `extension_version` (string)
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- `extension_previous_version` (string)
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- `extension_source` (string)
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- `status` (string)
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#### Agent Runs
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Tracks agent lifecycle and outcomes.
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- `gemini_cli.agent.start`: Agent run started.
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- **Attributes**:
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- `agent_id` (string)
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- `agent_name` (string)
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- `gemini_cli.agent.finish`: Agent run finished.
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- **Attributes**:
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- `agent_id` (string)
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- `agent_name` (string)
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- `duration_ms` (int)
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- `turn_count` (int)
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- `terminate_reason` (string)
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#### IDE
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Captures IDE connectivity and conversation lifecycle events.
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- `gemini_cli.ide_connection`: IDE companion connection.
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- **Attributes**:
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- `connection_type` (string)
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#### UI
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Tracks terminal rendering issues and related signals.
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- `kitty_sequence_overflow`: Terminal kitty control sequence overflow.
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- **Attributes**:
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- `sequence_length` (int)
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- `truncated_sequence` (string)
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### Metrics
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@@ -338,27 +502,35 @@ Metrics are numerical measurements of behavior over time.
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#### Custom
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##### Sessions
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Counts CLI sessions at startup.
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- `gemini_cli.session.count` (Counter, Int): Incremented once per CLI startup.
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##### Tools
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Measures tool usage and latency.
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- `gemini_cli.tool.call.count` (Counter, Int): Counts tool calls.
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- **Attributes**:
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- `function_name`
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- `success` (boolean)
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- `decision` (string: "accept", "reject", or "modify", if applicable)
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- `tool_type` (string: "mcp", or "native", if applicable)
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- `model_added_lines` (Int, optional): Lines added by model in the proposed
|
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changes, if applicable
|
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- `model_removed_lines` (Int, optional): Lines removed by model in the
|
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proposed changes, if applicable
|
||||
- `user_added_lines` (Int, optional): Lines added by user edits after model
|
||||
proposal, if applicable
|
||||
- `user_removed_lines` (Int, optional): Lines removed by user edits after
|
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model proposal, if applicable
|
||||
- `decision` (string: "accept", "reject", "modify", or "auto_accept", if
|
||||
applicable)
|
||||
- `tool_type` (string: "mcp" or "native", if applicable)
|
||||
- `model_added_lines` (Int, optional)
|
||||
- `model_removed_lines` (Int, optional)
|
||||
- `user_added_lines` (Int, optional)
|
||||
- `user_removed_lines` (Int, optional)
|
||||
|
||||
- `gemini_cli.tool.call.latency` (Histogram, ms): Measures tool call latency.
|
||||
- **Attributes**:
|
||||
- `function_name`
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||||
- `decision` (string: "accept", "reject", or "modify", if applicable)
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||||
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||||
##### API
|
||||
|
||||
Tracks API request volume and latency.
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||||
|
||||
- `gemini_cli.api.request.count` (Counter, Int): Counts all API requests.
|
||||
- **Attributes**:
|
||||
@@ -370,32 +542,161 @@ Metrics are numerical measurements of behavior over time.
|
||||
latency.
|
||||
- **Attributes**:
|
||||
- `model`
|
||||
- **Note**: This metric overlaps with `gen_ai.client.operation.duration` below
|
||||
that's compliant with GenAI Semantic Conventions.
|
||||
- Note: Overlaps with `gen_ai.client.operation.duration` (GenAI conventions).
|
||||
|
||||
- `gemini_cli.token.usage` (Counter, Int): Counts the number of tokens used.
|
||||
##### Token Usage
|
||||
|
||||
Tracks tokens used by model and type.
|
||||
|
||||
- `gemini_cli.token.usage` (Counter, Int): Counts tokens used.
|
||||
- **Attributes**:
|
||||
- `model`
|
||||
- `type` (string: "input", "output", "thought", "cache", or "tool")
|
||||
- **Note**: This metric overlaps with `gen_ai.client.token.usage` below for
|
||||
`input`/`output` token types that's compliant with GenAI Semantic
|
||||
Conventions.
|
||||
- `type` ("input", "output", "thought", "cache", or "tool")
|
||||
- Note: Overlaps with `gen_ai.client.token.usage` for `input`/`output`.
|
||||
|
||||
##### Files
|
||||
|
||||
Counts file operations with basic context.
|
||||
|
||||
- `gemini_cli.file.operation.count` (Counter, Int): Counts file operations.
|
||||
- **Attributes**:
|
||||
- `operation` (string: "create", "read", "update"): The type of file
|
||||
operation.
|
||||
- `lines` (Int, if applicable): Number of lines in the file.
|
||||
- `mimetype` (string, if applicable): Mimetype of the file.
|
||||
- `extension` (string, if applicable): File extension of the file.
|
||||
- `programming_language` (string, if applicable): The programming language
|
||||
of the file.
|
||||
- `operation` ("create", "read", "update")
|
||||
- `lines` (Int, optional)
|
||||
- `mimetype` (string, optional)
|
||||
- `extension` (string, optional)
|
||||
- `programming_language` (string, optional)
|
||||
|
||||
##### Chat and Streaming
|
||||
|
||||
Resilience counters for compression, invalid chunks, and retries.
|
||||
|
||||
- `gemini_cli.chat_compression` (Counter, Int): Counts chat compression
|
||||
operations
|
||||
operations.
|
||||
- **Attributes**:
|
||||
- `tokens_before`: (Int): Number of tokens in context prior to compression
|
||||
- `tokens_after`: (Int): Number of tokens in context after compression
|
||||
- `tokens_before` (Int)
|
||||
- `tokens_after` (Int)
|
||||
|
||||
- `gemini_cli.chat.invalid_chunk.count` (Counter, Int): Counts invalid chunks
|
||||
from streams.
|
||||
|
||||
- `gemini_cli.chat.content_retry.count` (Counter, Int): Counts retries due to
|
||||
content errors.
|
||||
|
||||
- `gemini_cli.chat.content_retry_failure.count` (Counter, Int): Counts requests
|
||||
where all content retries failed.
|
||||
|
||||
##### Model Routing
|
||||
|
||||
Routing latency/failures and slash-command selections.
|
||||
|
||||
- `gemini_cli.slash_command.model.call_count` (Counter, Int): Counts model
|
||||
selections via slash command.
|
||||
- **Attributes**:
|
||||
- `slash_command.model.model_name` (string)
|
||||
|
||||
- `gemini_cli.model_routing.latency` (Histogram, ms): Model routing decision
|
||||
latency.
|
||||
- **Attributes**:
|
||||
- `routing.decision_model` (string)
|
||||
- `routing.decision_source` (string)
|
||||
|
||||
- `gemini_cli.model_routing.failure.count` (Counter, Int): Counts model routing
|
||||
failures.
|
||||
- **Attributes**:
|
||||
- `routing.decision_source` (string)
|
||||
- `routing.error_message` (string)
|
||||
|
||||
##### Agent Runs
|
||||
|
||||
Agent lifecycle metrics: runs, durations, and turns.
|
||||
|
||||
- `gemini_cli.agent.run.count` (Counter, Int): Counts agent runs.
|
||||
- **Attributes**:
|
||||
- `agent_name` (string)
|
||||
- `terminate_reason` (string)
|
||||
|
||||
- `gemini_cli.agent.duration` (Histogram, ms): Agent run durations.
|
||||
- **Attributes**:
|
||||
- `agent_name` (string)
|
||||
|
||||
- `gemini_cli.agent.turns` (Histogram, turns): Turns taken per agent run.
|
||||
- **Attributes**:
|
||||
- `agent_name` (string)
|
||||
|
||||
##### UI
|
||||
|
||||
UI stability signals such as flicker count.
|
||||
|
||||
- `gemini_cli.ui.flicker.count` (Counter, Int): Counts UI frames that flicker
|
||||
(render taller than terminal).
|
||||
|
||||
##### Performance
|
||||
|
||||
Optional performance monitoring for startup, CPU/memory, and phase timing.
|
||||
|
||||
- `gemini_cli.startup.duration` (Histogram, ms): CLI startup time by phase.
|
||||
- **Attributes**:
|
||||
- `phase` (string)
|
||||
- `details` (map, optional)
|
||||
|
||||
- `gemini_cli.memory.usage` (Histogram, bytes): Memory usage.
|
||||
- **Attributes**:
|
||||
- `memory_type` ("heap_used", "heap_total", "external", "rss")
|
||||
- `component` (string, optional)
|
||||
|
||||
- `gemini_cli.cpu.usage` (Histogram, percent): CPU usage percentage.
|
||||
- **Attributes**:
|
||||
- `component` (string, optional)
|
||||
|
||||
- `gemini_cli.tool.queue.depth` (Histogram, count): Number of tools in the
|
||||
execution queue.
|
||||
|
||||
- `gemini_cli.tool.execution.breakdown` (Histogram, ms): Tool time by phase.
|
||||
- **Attributes**:
|
||||
- `function_name` (string)
|
||||
- `phase` ("validation", "preparation", "execution", "result_processing")
|
||||
|
||||
- `gemini_cli.api.request.breakdown` (Histogram, ms): API request time by phase.
|
||||
- **Attributes**:
|
||||
- `model` (string)
|
||||
- `phase` ("request_preparation", "network_latency", "response_processing",
|
||||
"token_processing")
|
||||
|
||||
- `gemini_cli.token.efficiency` (Histogram, ratio): Token efficiency metrics.
|
||||
- **Attributes**:
|
||||
- `model` (string)
|
||||
- `metric` (string)
|
||||
- `context` (string, optional)
|
||||
|
||||
- `gemini_cli.performance.score` (Histogram, score): Composite performance
|
||||
score.
|
||||
- **Attributes**:
|
||||
- `category` (string)
|
||||
- `baseline` (number, optional)
|
||||
|
||||
- `gemini_cli.performance.regression` (Counter, Int): Regression detection
|
||||
events.
|
||||
- **Attributes**:
|
||||
- `metric` (string)
|
||||
- `severity` ("low", "medium", "high")
|
||||
- `current_value` (number)
|
||||
- `baseline_value` (number)
|
||||
|
||||
- `gemini_cli.performance.regression.percentage_change` (Histogram, percent):
|
||||
Percent change from baseline when regression detected.
|
||||
- **Attributes**:
|
||||
- `metric` (string)
|
||||
- `severity` ("low", "medium", "high")
|
||||
- `current_value` (number)
|
||||
- `baseline_value` (number)
|
||||
|
||||
- `gemini_cli.performance.baseline.comparison` (Histogram, percent): Comparison
|
||||
to baseline.
|
||||
- **Attributes**:
|
||||
- `metric` (string)
|
||||
- `category` (string)
|
||||
- `current_value` (number)
|
||||
- `baseline_value` (number)
|
||||
|
||||
#### GenAI Semantic Convention
|
||||
|
||||
|
||||
Reference in New Issue
Block a user