/*
  Internal service interface for FMaaS completions
 */

syntax = "proto3";
package fmaas;


service GenerationService {
  // Generates text given a text prompt, for one or more inputs
  rpc Generate (BatchedGenerationRequest) returns (BatchedGenerationResponse) {}
  // Generates text given a single input prompt, streaming the response
  rpc GenerateStream (SingleGenerationRequest) returns (stream GenerationResponse) {}
  // Tokenize text
  rpc Tokenize (BatchedTokenizeRequest) returns (BatchedTokenizeResponse) {}
  // Model info
  rpc ModelInfo (ModelInfoRequest) returns (ModelInfoResponse) {}
}

// ============================================================================================================
// Generation API

enum DecodingMethod {
  GREEDY = 0;
  SAMPLE = 1;
}

message BatchedGenerationRequest {
  string model_id = 1;
  optional string prefix_id = 2;
  repeated GenerationRequest requests = 3;

  Parameters params = 10;
}

message SingleGenerationRequest {
  string model_id = 1;
  optional string prefix_id = 2;
  GenerationRequest request = 3;

  Parameters params = 10;
}

message BatchedGenerationResponse {
  repeated GenerationResponse responses = 1;
}

message GenerationRequest {
  string text = 2;
}

message GenerationResponse {
  uint32 input_token_count = 6;
  uint32 generated_token_count = 2;
  string text = 4;
  StopReason stop_reason = 7;
  // The stop sequence encountered, iff stop_reason == STOP_SEQUENCE
  string stop_sequence = 11;
  // Random seed used, not applicable for greedy requests
  uint64 seed = 10;

  // Individual generated tokens and associated details, if requested
  repeated TokenInfo tokens = 8;

  // Input tokens and associated details, if requested
  repeated TokenInfo input_tokens = 9;
}

message Parameters {
  // The high level decoding approach
  DecodingMethod method = 1;
  // Parameters related to sampling, applicable only when method == SAMPLING
  SamplingParameters sampling = 2;
  // Parameters controlling when generation should stop
  StoppingCriteria stopping = 3;
  // Flags to control what is returned in the response
  ResponseOptions response = 4;
  // Parameters for conditionally penalizing/boosting
  // candidate tokens during decoding
  DecodingParameters decoding = 5;
  // Truncate to this many input tokens. Can be used to avoid requests
  // failing due to input being longer than configured limits.
  // Zero means don't truncate.
  uint32 truncate_input_tokens = 6;
}

message DecodingParameters {
  message LengthPenalty {
    // Start the decay after this number of tokens have been generated
    uint32 start_index = 1;
    // Factor of exponential decay
    float decay_factor = 2;
  }

  // Default (0.0) means no penalty (equivalent to 1.0)
  // 1.2 is a recommended value
  float repetition_penalty = 1;

  // Exponentially increases the score of the EOS token
  // once start_index tokens have been generated
  optional LengthPenalty length_penalty = 2;
}


message SamplingParameters {
  // Default (0.0) means disabled (equivalent to 1.0)
  float temperature = 1;
  // Default (0) means disabled
  uint32 top_k = 2;
  // Default (0) means disabled (equivalent to 1.0)
  float top_p = 3;
  // Default (0) means disabled (equivalent to 1.0)
  float typical_p = 4;

  optional uint64 seed = 5;
}

message StoppingCriteria {
  // Default (0) is currently 20
  uint32 max_new_tokens = 1;
  // Default (0) means no minimum
  uint32 min_new_tokens = 2;
  // Default (0) means no time limit
  uint32 time_limit_millis = 3;
  repeated string stop_sequences = 4;
  // If not specified, default behavior depends on server setting
  optional bool include_stop_sequence = 5;

  //more to come
}

message ResponseOptions {
  // Include input text
  bool input_text = 1;
  // Include list of individual generated tokens
  // "Extra" token information is included based on the other flags below
  bool generated_tokens = 2;
  // Include list of input tokens
  // "Extra" token information is included based on the other flags here,
  // but only for decoder-only models
  bool input_tokens = 3;
  // Include logprob for each returned token
  // Applicable only if generated_tokens == true and/or input_tokens == true
  bool token_logprobs = 4;
  // Include rank of each returned token
  // Applicable only if generated_tokens == true and/or input_tokens == true
  bool token_ranks = 5;
  // Include top n candidate tokens at the position of each returned token
  // The maximum value permitted is 5, but more may be returned if there is a tie
  // for nth place.
  // Applicable only if generated_tokens == true and/or input_tokens == true
  uint32 top_n_tokens = 6;
}

enum StopReason {
  // Possibly more tokens to be streamed
  NOT_FINISHED = 0;
  // Maximum requested tokens reached
  MAX_TOKENS = 1;
  // End-of-sequence token encountered
  EOS_TOKEN = 2;
  // Request cancelled by client
  CANCELLED = 3;
  // Time limit reached
  TIME_LIMIT = 4;
  // Stop sequence encountered
  STOP_SEQUENCE = 5;
  // Total token limit reached
  TOKEN_LIMIT = 6;
  // Decoding error
  ERROR = 7;
}

message TokenInfo {
  // uint32 id = 1;  // TBD
  string text = 2;
  // The logprob (log of normalized probability), if requested
  float logprob = 3;
  // One-based rank relative to other tokens, if requested
  uint32 rank = 4;

  message TopToken {
    // uint32 id = 1;  // TBD
    string text = 2;
    float logprob = 3;
  }

  // Top N candidate tokens at this position, if requested
  // May or may not include this token
  repeated TopToken top_tokens = 5;
}


// ============================================================================================================
// Tokenization API

message BatchedTokenizeRequest {
  string model_id = 1;
  repeated TokenizeRequest requests = 2;
  bool return_tokens = 3;
  bool return_offsets = 4;

  // Zero means don't truncate.
  uint32 truncate_input_tokens = 5;
}

message BatchedTokenizeResponse {
  repeated TokenizeResponse responses = 1;
}

message TokenizeRequest {
  string text = 1;
}

message TokenizeResponse {
  message Offset {
    uint32 start = 1;
    uint32 end = 2;
  }

  uint32 token_count = 1;

  // if return_tokens = true
  repeated string tokens = 2;
  // if return_tokens = true
  repeated Offset offsets = 3;
}


// ============================================================================================================
// Model Info API

message ModelInfoRequest {
  string model_id = 1;
}

message ModelInfoResponse {
  enum ModelKind {
    DECODER_ONLY = 0;
    ENCODER_DECODER = 1;
  }

  ModelKind model_kind = 1;
  uint32 max_sequence_length = 2;
  uint32 max_new_tokens = 3;
}
