class Multiwoven::Integrations::Source::HttpModel::Client
def check_connection(connection_config)
def check_connection(connection_config) connection_config = connection_config.with_indifferent_access url_host = connection_config[:url_host] headers = connection_config[:headers] response = Multiwoven::Integrations::Core::HttpClient.request( url_host, HTTP_GET, headers: headers ) if success?(response) success_status else failure_status(nil) end rescue StandardError => e handle_exception(e, { context: "HTTP MODEL:CHECK_CONNECTION:EXCEPTION", type: "error" }) failure_status(e) end
def discover(_connection_config = nil)
def discover(_connection_config = nil) catalog_json = read_json(CATALOG_SPEC_PATH) catalog = build_catalog(catalog_json) catalog.to_multiwoven_message rescue StandardError => e handle_exception(e, { context: "HTTP MODEL:DISCOVER:EXCEPTION", type: "error" }) end
def process_response(response)
def process_response(response) if success?(response) data = JSON.parse(response.body) [RecordMessage.new(data: data, emitted_at: Time.now.to_i).to_multiwoven_message] else create_log_message("HTTP MODEL:RUN_MODEL", "error", "request failed") end end
def read(sync_config)
def read(sync_config) connection_config = sync_config.source.connection_specification connection_config = connection_config.with_indifferent_access # The server checks the ConnectorQueryType. # If it's "ai_ml," the server calculates the payload and passes it as a query in the sync config model protocol. # This query is then sent to the AI/ML model. payload = JSON.parse(sync_config.model.query) run_model(connection_config, payload) rescue StandardError => e handle_exception(e, { context: "HTTP MODEL:READ:EXCEPTION", type: "error" }) end
def run_model(connection_config, payload)
def run_model(connection_config, payload) connection_config = connection_config.with_indifferent_access url_host = connection_config[:url_host] headers = connection_config[:headers] config = connection_config[:config] config[:timeout] ||= 30 response = send_request(url_host, payload, headers, config) process_response(response) rescue StandardError => e handle_exception(e, context: "HTTP MODEL:RUN_MODEL:EXCEPTION", type: "error") end
def send_request(url, payload, headers, config)
def send_request(url, payload, headers, config) Multiwoven::Integrations::Core::HttpClient.request( url, HTTP_POST, payload: payload, headers: headers, config: config ) end