Module: Legion::Extensions::Llm::Streaming

Extended by:
Logging::Helper
Includes:
Logging::Helper
Included in:
Provider
Defined in:
lib/legion/extensions/llm/streaming.rb

Overview

Handles streaming responses from AI providers.

Defined Under Namespace

Modules: FaradayHandlers

Class Method Summary collapse

Class Method Details

.build_on_data_handler ⇒ Object 



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# File 'lib/legion/extensions/llm/streaming.rb', line 54

def build_on_data_handler(&)
  buffer = +''
  parser = EventStreamParser::Parser.new

  FaradayHandlers.build(
    faraday_v1: faraday_1?,
    on_chunk: ->(chunk, env) { process_stream_chunk(chunk, parser, env, &) },
    on_failed_response: ->(chunk, env) { handle_failed_response(chunk, buffer, env) }
  )
end

.build_stream_callback(accumulator, block) ⇒ Object 



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# File 'lib/legion/extensions/llm/streaming.rb', line 34

def build_stream_callback(accumulator, block)
  proc do |chunk|
    accumulator.add chunk
    filtered = accumulator.filtered_chunk(chunk)
    block.call(filtered) if filtered
  end
end

.build_stream_error_response(parsed_data, env, status) ⇒ Object 



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# File 'lib/legion/extensions/llm/streaming.rb', line 185

def build_stream_error_response(parsed_data, env, status)
  error_status = status || env&.status || 500

  if faraday_1?
    Struct.new(:body, :status).new(parsed_data, error_status)
  else
    env.merge(body: parsed_data, status: error_status)
  end
end

.error_chunk?(chunk) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/legion/extensions/llm/streaming.rb', line 77

def error_chunk?(chunk)
  chunk.start_with?('event: error')
end

.faraday_1? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/legion/extensions/llm/streaming.rb', line 50

def faraday_1?
  Faraday::VERSION.start_with?('1')
end

.handle_data(data, env) ⇒ Object 



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# File 'lib/legion/extensions/llm/streaming.rb', line 151

def handle_data(data, env)
  parsed = Legion::JSON.parse(data, symbolize_names: false)
  return parsed unless parsed.is_a?(Hash) && parsed.key?('error')

  handle_parsed_error(parsed, env)
rescue Legion::JSON::ParseError => e
  handle_exception(e, level: :warn, handled: true, operation: 'llm.streaming.handle_data')
end

.handle_error_chunk(chunk, env) ⇒ Object 



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# File 'lib/legion/extensions/llm/streaming.rb', line 89

def handle_error_chunk(chunk, env)
  error_data = chunk.split("\n")[1].delete_prefix('data: ')
  parse_error_from_json(error_data, env, 'Failed to parse error chunk')
end

.handle_error_event(data, env) ⇒ Object 



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# File 'lib/legion/extensions/llm/streaming.rb', line 160

def handle_error_event(data, env)
  parse_error_from_json(data, env, 'Failed to parse error event')
end

.handle_failed_response(chunk, buffer, env) ⇒ Object 



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# File 'lib/legion/extensions/llm/streaming.rb', line 94

def handle_failed_response(chunk, buffer, env)
  buffer << chunk
  body_persisted = persist_failed_response_body(buffer, env)
  error_data = Legion::JSON.parse(buffer, symbolize_names: false)
  handle_parsed_error(error_data, env)
rescue Legion::JSON::ParseError
  return if body_persisted

  raise_partial_streaming_error(buffer, env)
end

.handle_json_error_chunk(chunk, env) ⇒ Object 



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# File 'lib/legion/extensions/llm/streaming.rb', line 85

def handle_json_error_chunk(chunk, env)
  parse_error_from_json(chunk, env, 'Failed to parse JSON error chunk')
end

.handle_parsed_error(parsed_data, env) ⇒ Object 



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# File 'lib/legion/extensions/llm/streaming.rb', line 172

def handle_parsed_error(parsed_data, env)
  status, _message = parse_streaming_error(parsed_data.to_json)
  error_response = build_stream_error_response(parsed_data, env, status)
  ErrorMiddleware.parse_error(provider: self, response: error_response)
end

.handle_sse(chunk, parser, env) ⇒ Object 



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# File 'lib/legion/extensions/llm/streaming.rb', line 140

def handle_sse(chunk, parser, env, &)
  parser.feed(chunk) do |type, data|
    case type.to_sym
    when :error
      handle_error_event(data, env)
    else
      yield handle_data(data, env, &) unless data == '[DONE]'
    end
  end
end

.handle_stream(&block) ⇒ Object 



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# File 'lib/legion/extensions/llm/streaming.rb', line 42

def handle_stream(&block)
  build_on_data_handler do |data|
    block.call(build_chunk(data)) if data.is_a?(Hash)
  end
end

.json_error_payload?(chunk) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/legion/extensions/llm/streaming.rb', line 81

def json_error_payload?(chunk)
  chunk.lstrip.start_with?('{') && chunk.include?('"error"')
end

.parse_error_from_json(data, env, _error_message) ⇒ Object 



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# File 'lib/legion/extensions/llm/streaming.rb', line 178

def parse_error_from_json(data, env, _error_message)
  parsed_data = Legion::JSON.parse(data, symbolize_names: false)
  handle_parsed_error(parsed_data, env)
rescue Legion::JSON::ParseError => e
  handle_exception(e, level: :warn, handled: true, operation: 'llm.streaming.parse_error_from_json')
end

.parse_streaming_error(data) ⇒ Object 



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# File 'lib/legion/extensions/llm/streaming.rb', line 164

def parse_streaming_error(data)
  error_data = Legion::JSON.parse(data, symbolize_names: false)
  [500, error_data['message'] || 'Unknown streaming error']
rescue Legion::JSON::ParseError => e
  handle_exception(e, level: :warn, handled: true, operation: 'llm.streaming.parse_streaming_error')
  [500, "Failed to parse error: #{data}"]
end

.persist_failed_response_body(buffer, env) ⇒ Object 



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# File 'lib/legion/extensions/llm/streaming.rb', line 105

def persist_failed_response_body(buffer, env)
  custom_persisted = persist_failed_response_custom_body?(buffer, env)
  body_persisted = persist_failed_response_env_body?(buffer, env)
  custom_persisted || body_persisted
end

.persist_failed_response_custom_body?(buffer, env) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/legion/extensions/llm/streaming.rb', line 118

def persist_failed_response_custom_body?(buffer, env)
  return false unless env.respond_to?(:[]=)

  env[ErrorMiddleware::STREAM_ERROR_BODY_KEY] = buffer.dup
  true
rescue StandardError
  false
end

.persist_failed_response_env_body?(buffer, env) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/legion/extensions/llm/streaming.rb', line 111

def persist_failed_response_env_body?(buffer, env)
  return false unless env.respond_to?(:body=)

  env.body = buffer.dup
  true
end

.process_stream_chunk(chunk, parser, env) ⇒ Object 



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# File 'lib/legion/extensions/llm/streaming.rb', line 65

def process_stream_chunk(chunk, parser, env, &)
  log.debug { "Received chunk: #{chunk}" } if Legion::Extensions::Llm.config.log_stream_debug

  if error_chunk?(chunk)
    handle_error_chunk(chunk, env)
  elsif json_error_payload?(chunk)
    handle_json_error_chunk(chunk, env)
  else
    yield handle_sse(chunk, parser, env, &)
  end
end

.raise_partial_streaming_error(buffer, env) ⇒ Object

Raises:



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# File 'lib/legion/extensions/llm/streaming.rb', line 127

def raise_partial_streaming_error(buffer, env)
  partial = buffer[/"message"\s*:\s*"([^"]{1,200})/, 1]
  status  = env&.status || 0
  msg     = if partial
              "Provider error (status #{status}): #{partial}"
            else
              "Provider error (status #{status}) - response body incomplete"
            end
  log.warn "[llm][streaming] action=handle_failed_response status=#{status} " \
           "partial_body=#{buffer.length}b msg=#{partial.inspect}"
  raise Legion::Extensions::Llm::ServerError, msg
end

.stream_response(connection, payload, additional_headers = {}, &block) ⇒ Object 



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# File 'lib/legion/extensions/llm/streaming.rb', line 13

def stream_response(connection, payload, additional_headers = {}, &block)
  accumulator = StreamAccumulator.new

  response = connection.post stream_url, payload do |req|
    req.headers = additional_headers.merge(req.headers) unless additional_headers.empty?
    on_chunk = build_stream_callback(accumulator, block)
    if Legion::Extensions::Llm.config.log_stream_debug
      log.debug { "Stream callback prepared: #{on_chunk.inspect}" }
    end
    if faraday_1?
      req.options[:on_data] = handle_stream(&on_chunk)
    else
      req.options.on_data = handle_stream(&on_chunk)
    end
  end

  message = accumulator.to_message(response)
  log.debug { "Stream completed: #{message.content}" }
  message
end