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| 1 | +# frozen_string_literal: true |
| 2 | + |
| 3 | +module Langfuse |
| 4 | + # Type definitions and constants for Langfuse domain models |
| 5 | + # |
| 6 | + # Provides observation type constants and attribute classes for type-safe |
| 7 | + # handling of Langfuse observations and traces. |
| 8 | + # |
| 9 | + # @example Using observation types |
| 10 | + # Langfuse::Types::OBSERVATION_TYPES # => ["span", "generation", ...] |
| 11 | + # Langfuse::Types::LEVELS # => ["DEBUG", "DEFAULT", "WARNING", "ERROR"] |
| 12 | + # |
| 13 | + # @example Using attribute classes |
| 14 | + # attrs = Langfuse::Types::SpanAttributes.new( |
| 15 | + # input: { query: "test" }, |
| 16 | + # level: "DEFAULT", |
| 17 | + # metadata: { source: "api" } |
| 18 | + # ) |
| 19 | + # attrs.to_h # => { input: {...}, level: "DEFAULT", metadata: {...} } |
| 20 | + # |
| 21 | + module Types |
| 22 | + # Types of observations that can be created in Langfuse |
| 23 | + # |
| 24 | + # - `span`: General-purpose observations for tracking operations, functions, or logical units of work |
| 25 | + # - `generation`: Specialized observations for LLM calls with model parameters, usage, and costs |
| 26 | + # - `event`: Point-in-time occurrences or log entries within a trace |
| 27 | + # - `embedding`: Observations for embedding generation calls |
| 28 | + # - `agent`: Observations for agent-based workflows |
| 29 | + # - `tool`: Observations for tool/function calls |
| 30 | + # - `chain`: Observations for chain-based workflows |
| 31 | + # - `retriever`: Observations for retrieval operations |
| 32 | + # - `evaluator`: Observations for evaluation operations |
| 33 | + # - `guardrail`: Observations for guardrail checks |
| 34 | + # |
| 35 | + # @return [Array<String>] Array of observation type strings |
| 36 | + OBSERVATION_TYPES = %w[ |
| 37 | + span generation event embedding |
| 38 | + agent tool chain retriever |
| 39 | + evaluator guardrail |
| 40 | + ].freeze |
| 41 | + |
| 42 | + # Severity levels for observations in Langfuse |
| 43 | + # |
| 44 | + # Used to categorize the importance or severity of observations: |
| 45 | + # - `DEBUG`: Detailed diagnostic information |
| 46 | + # - `DEFAULT`: Normal operation information |
| 47 | + # - `WARNING`: Potentially problematic situations |
| 48 | + # - `ERROR`: Error conditions that need attention |
| 49 | + # |
| 50 | + # @return [Array<String>] Array of level strings |
| 51 | + LEVELS = %w[DEBUG DEFAULT WARNING ERROR].freeze |
| 52 | + |
| 53 | + # Attributes for Langfuse span observations |
| 54 | + # |
| 55 | + # Spans are used to track operations, functions, or logical units of work. |
| 56 | + # They can contain other spans, generations, or events as children. |
| 57 | + # |
| 58 | + # @example |
| 59 | + # attrs = SpanAttributes.new( |
| 60 | + # input: { query: "SELECT * FROM users" }, |
| 61 | + # output: { count: 42 }, |
| 62 | + # level: "DEFAULT", |
| 63 | + # metadata: { source: "database" } |
| 64 | + # ) |
| 65 | + # attrs.to_h # => { input: {...}, output: {...}, level: "DEFAULT", metadata: {...} } |
| 66 | + # |
| 67 | + class SpanAttributes |
| 68 | + # @return [Object, nil] Input data for the operation being tracked |
| 69 | + attr_accessor :input |
| 70 | + |
| 71 | + # @return [Object, nil] Output data from the operation |
| 72 | + attr_accessor :output |
| 73 | + |
| 74 | + # @return [Hash, nil] Additional metadata as key-value pairs |
| 75 | + attr_accessor :metadata |
| 76 | + |
| 77 | + # @return [String, nil] Severity level of the observation (DEBUG, DEFAULT, WARNING, ERROR) |
| 78 | + attr_accessor :level |
| 79 | + |
| 80 | + # @return [String, nil] Human-readable status message |
| 81 | + attr_accessor :status_message |
| 82 | + |
| 83 | + # @return [String, nil] Version identifier for the code/model being tracked |
| 84 | + attr_accessor :version |
| 85 | + |
| 86 | + # @return [String, nil] Environment where the operation is running (e.g., 'production', 'staging') |
| 87 | + attr_accessor :environment |
| 88 | + |
| 89 | + # Initialize a new SpanAttributes instance |
| 90 | + # |
| 91 | + # @param input [Object, nil] Input data for the operation |
| 92 | + # @param output [Object, nil] Output data from the operation |
| 93 | + # @param metadata [Hash, nil] Additional metadata as key-value pairs |
| 94 | + # @param level [String, nil] Severity level (DEBUG, DEFAULT, WARNING, ERROR) |
| 95 | + # @param status_message [String, nil] Human-readable status message |
| 96 | + # @param version [String, nil] Version identifier |
| 97 | + # @param environment [String, nil] Environment identifier |
| 98 | + # rubocop:disable Metrics/ParameterLists |
| 99 | + def initialize(input: nil, output: nil, metadata: nil, level: nil, status_message: nil, version: nil, |
| 100 | + environment: nil) |
| 101 | + # rubocop:enable Metrics/ParameterLists |
| 102 | + @input = input |
| 103 | + @output = output |
| 104 | + @metadata = metadata |
| 105 | + @level = level |
| 106 | + @status_message = status_message |
| 107 | + @version = version |
| 108 | + @environment = environment |
| 109 | + end |
| 110 | + |
| 111 | + # Convert attributes to a hash representation |
| 112 | + # |
| 113 | + # Returns a hash with all non-nil attributes. Nil values are excluded. |
| 114 | + # |
| 115 | + # @return [Hash] Hash representation of attributes |
| 116 | + def to_h |
| 117 | + { |
| 118 | + input: @input, |
| 119 | + output: @output, |
| 120 | + metadata: @metadata, |
| 121 | + level: @level, |
| 122 | + status_message: @status_message, |
| 123 | + version: @version, |
| 124 | + environment: @environment |
| 125 | + }.compact |
| 126 | + end |
| 127 | + end |
| 128 | + |
| 129 | + # Attributes for Langfuse generation observations |
| 130 | + # |
| 131 | + # Generations are specialized observations for tracking LLM interactions, |
| 132 | + # including model parameters, usage metrics, costs, and prompt information. |
| 133 | + # |
| 134 | + # @example |
| 135 | + # attrs = GenerationAttributes.new( |
| 136 | + # model: "gpt-4", |
| 137 | + # input: { messages: [...] }, |
| 138 | + # output: { content: "Hello!" }, |
| 139 | + # model_parameters: { temperature: 0.7 }, |
| 140 | + # usage_details: { prompt_tokens: 100, completion_tokens: 50 }, |
| 141 | + # prompt: { name: "greeting", version: 1, is_fallback: false } |
| 142 | + # ) |
| 143 | + # |
| 144 | + class GenerationAttributes < SpanAttributes |
| 145 | + # @return [Time, nil] Timestamp when the model started generating completion |
| 146 | + attr_accessor :completion_start_time |
| 147 | + |
| 148 | + # @return [String, nil] Name of the language model used (e.g., 'gpt-4', 'claude-3-opus') |
| 149 | + attr_accessor :model |
| 150 | + |
| 151 | + # @return [Hash, nil] Parameters passed to the model (temperature, max_tokens, etc.) |
| 152 | + attr_accessor :model_parameters |
| 153 | + |
| 154 | + # @return [Hash, nil] Token usage and other model-specific usage metrics |
| 155 | + attr_accessor :usage_details |
| 156 | + |
| 157 | + # @return [Hash, nil] Cost breakdown for the generation (totalCost, etc.) |
| 158 | + attr_accessor :cost_details |
| 159 | + |
| 160 | + # @return [Hash, nil] Information about the prompt used from Langfuse prompt management |
| 161 | + # Hash should contain :name (String), :version (Integer), :is_fallback (Boolean) |
| 162 | + attr_accessor :prompt |
| 163 | + |
| 164 | + # Initialize a new GenerationAttributes instance |
| 165 | + # |
| 166 | + # @param completion_start_time [Time, nil] Timestamp when completion started |
| 167 | + # @param model [String, nil] Model name |
| 168 | + # @param model_parameters [Hash, nil] Model parameters |
| 169 | + # @param usage_details [Hash, nil] Usage metrics |
| 170 | + # @param cost_details [Hash, nil] Cost breakdown |
| 171 | + # @param prompt [Hash, nil] Prompt information with :name, :version, :is_fallback keys |
| 172 | + # @param kwargs [Hash] Additional keyword arguments passed to SpanAttributes |
| 173 | + # rubocop:disable Metrics/ParameterLists |
| 174 | + def initialize(completion_start_time: nil, model: nil, model_parameters: nil, usage_details: nil, |
| 175 | + cost_details: nil, prompt: nil, **) |
| 176 | + # rubocop:enable Metrics/ParameterLists |
| 177 | + super(**) |
| 178 | + @completion_start_time = completion_start_time |
| 179 | + @model = model |
| 180 | + @model_parameters = model_parameters |
| 181 | + @usage_details = usage_details |
| 182 | + @cost_details = cost_details |
| 183 | + @prompt = prompt |
| 184 | + end |
| 185 | + |
| 186 | + # Convert attributes to a hash representation |
| 187 | + # |
| 188 | + # Returns a hash with all non-nil attributes, including both span and generation-specific fields. |
| 189 | + # |
| 190 | + # @return [Hash] Hash representation of attributes |
| 191 | + def to_h |
| 192 | + super.merge( |
| 193 | + completion_start_time: @completion_start_time, |
| 194 | + model: @model, |
| 195 | + model_parameters: @model_parameters, |
| 196 | + usage_details: @usage_details, |
| 197 | + cost_details: @cost_details, |
| 198 | + prompt: @prompt |
| 199 | + ).compact |
| 200 | + end |
| 201 | + end |
| 202 | + |
| 203 | + # Attributes for Langfuse embedding observations |
| 204 | + # |
| 205 | + # Embeddings are specialized observations for tracking embedding generation calls. |
| 206 | + # They extend GenerationAttributes to include all generation-specific fields. |
| 207 | + # |
| 208 | + class EmbeddingAttributes < GenerationAttributes |
| 209 | + end |
| 210 | + |
| 211 | + # Attributes for Langfuse traces |
| 212 | + # |
| 213 | + # Traces are the top-level containers that group related observations together. |
| 214 | + # They represent a complete workflow, request, or user interaction. |
| 215 | + # |
| 216 | + # @example |
| 217 | + # attrs = TraceAttributes.new( |
| 218 | + # name: "user-request", |
| 219 | + # user_id: "user-123", |
| 220 | + # session_id: "session-456", |
| 221 | + # input: { query: "What is Ruby?" }, |
| 222 | + # output: { answer: "Ruby is a programming language" }, |
| 223 | + # tags: ["api", "v1"], |
| 224 | + # public: false |
| 225 | + # ) |
| 226 | + # |
| 227 | + class TraceAttributes |
| 228 | + # @return [String, nil] Human-readable name for the trace |
| 229 | + attr_accessor :name |
| 230 | + |
| 231 | + # @return [String, nil] Identifier for the user associated with this trace |
| 232 | + attr_accessor :user_id |
| 233 | + |
| 234 | + # @return [String, nil] Session identifier for grouping related traces |
| 235 | + attr_accessor :session_id |
| 236 | + |
| 237 | + # @return [String, nil] Version identifier for the code/application |
| 238 | + attr_accessor :version |
| 239 | + |
| 240 | + # @return [String, nil] Release identifier for deployment tracking |
| 241 | + attr_accessor :release |
| 242 | + |
| 243 | + # @return [Object, nil] Input data that initiated the trace |
| 244 | + attr_accessor :input |
| 245 | + |
| 246 | + # @return [Object, nil] Final output data from the trace |
| 247 | + attr_accessor :output |
| 248 | + |
| 249 | + # @return [Hash, nil] Additional metadata for the trace |
| 250 | + attr_accessor :metadata |
| 251 | + |
| 252 | + # @return [Array<String>, nil] Tags for categorizing and filtering traces |
| 253 | + attr_accessor :tags |
| 254 | + |
| 255 | + # @return [Boolean, nil] Whether this trace should be publicly visible |
| 256 | + attr_accessor :public |
| 257 | + |
| 258 | + # @return [String, nil] Environment where the trace was captured |
| 259 | + attr_accessor :environment |
| 260 | + |
| 261 | + # Initialize a new TraceAttributes instance |
| 262 | + # |
| 263 | + # @param name [String, nil] Human-readable name for the trace |
| 264 | + # @param user_id [String, nil] User identifier |
| 265 | + # @param session_id [String, nil] Session identifier |
| 266 | + # @param version [String, nil] Version identifier |
| 267 | + # @param release [String, nil] Release identifier |
| 268 | + # @param input [Object, nil] Input data |
| 269 | + # @param output [Object, nil] Output data |
| 270 | + # @param metadata [Hash, nil] Additional metadata |
| 271 | + # @param tags [Array<String>, nil] Tags array |
| 272 | + # @param public [Boolean, nil] Public visibility flag |
| 273 | + # @param environment [String, nil] Environment identifier |
| 274 | + # rubocop:disable Metrics/ParameterLists |
| 275 | + def initialize(name: nil, user_id: nil, session_id: nil, version: nil, release: nil, input: nil, output: nil, |
| 276 | + metadata: nil, tags: nil, public: nil, environment: nil) |
| 277 | + # rubocop:enable Metrics/ParameterLists |
| 278 | + @name = name |
| 279 | + @user_id = user_id |
| 280 | + @session_id = session_id |
| 281 | + @version = version |
| 282 | + @release = release |
| 283 | + @input = input |
| 284 | + @output = output |
| 285 | + @metadata = metadata |
| 286 | + @tags = tags |
| 287 | + @public = public |
| 288 | + @environment = environment |
| 289 | + end |
| 290 | + |
| 291 | + # Convert attributes to a hash representation |
| 292 | + # |
| 293 | + # Returns a hash with all non-nil attributes. Nil values are excluded. |
| 294 | + # |
| 295 | + # @return [Hash] Hash representation of attributes |
| 296 | + def to_h |
| 297 | + { |
| 298 | + name: @name, |
| 299 | + user_id: @user_id, |
| 300 | + session_id: @session_id, |
| 301 | + version: @version, |
| 302 | + release: @release, |
| 303 | + input: @input, |
| 304 | + output: @output, |
| 305 | + metadata: @metadata, |
| 306 | + tags: @tags, |
| 307 | + public: @public, |
| 308 | + environment: @environment |
| 309 | + }.compact |
| 310 | + end |
| 311 | + end |
| 312 | + |
| 313 | + # Alias for event observation attributes (same as SpanAttributes) |
| 314 | + EventAttributes = SpanAttributes |
| 315 | + |
| 316 | + # Alias for agent observation attributes (same as SpanAttributes) |
| 317 | + AgentAttributes = SpanAttributes |
| 318 | + |
| 319 | + # Alias for tool observation attributes (same as SpanAttributes) |
| 320 | + ToolAttributes = SpanAttributes |
| 321 | + |
| 322 | + # Alias for chain observation attributes (same as SpanAttributes) |
| 323 | + ChainAttributes = SpanAttributes |
| 324 | + |
| 325 | + # Alias for retriever observation attributes (same as SpanAttributes) |
| 326 | + RetrieverAttributes = SpanAttributes |
| 327 | + |
| 328 | + # Alias for evaluator observation attributes (same as SpanAttributes) |
| 329 | + EvaluatorAttributes = SpanAttributes |
| 330 | + |
| 331 | + # Alias for guardrail observation attributes (same as SpanAttributes) |
| 332 | + GuardrailAttributes = SpanAttributes |
| 333 | + end |
| 334 | +end |
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