Merge branch 'main' into cherry-pick-ce-commit-85bb939d469bd820c456e2…

…3007095cf3043b9013

integrations/Gemfile.lock

@@ -7,11 +7,7 @@ GIT
 PATH
   remote: .
   specs:
-<<<<<<< HEAD
-    multiwoven-integrations (0.15.10)
-=======
     multiwoven-integrations (0.16.2)
->>>>>>> 85bb939d (chore(CE): add payload limit to databricks model (#745))
       MailchimpMarketing
       activesupport
       async-websocket

integrations/lib/multiwoven/integrations.rb

@@ -52,7 +52,9 @@
 require_relative "integrations/core/base_connector"
 require_relative "integrations/core/source_connector"
 require_relative "integrations/core/destination_connector"
+require_relative "integrations/core/http_helper"
 require_relative "integrations/core/http_client"
+require_relative "integrations/core/streaming_http_client"
 require_relative "integrations/core/query_builder"
 
 # Source
@@ -71,6 +73,7 @@
 require_relative "integrations/source/aws_sagemaker_model/client"
 require_relative "integrations/source/google_vertex_model/client"
 require_relative "integrations/source/http_model/client"
+require_relative "integrations/source/open_ai/client"
 
 # Destination
 require_relative "integrations/destination/klaviyo/client"

integrations/lib/multiwoven/integrations/core/constants.rb

@@ -63,6 +63,8 @@ module Constants
       # google sheets
       GOOGLE_SHEETS_SCOPE = "https://www.googleapis.com/auth/drive"
       GOOGLE_SPREADSHEET_ID_REGEX = %r{/d/([-\w]{20,})/}.freeze
+
+      OPEN_AI_URL = "https://api.openai.com/v1/chat/completions"
     end
   end
 end

integrations/lib/multiwoven/integrations/core/http_client.rb

@@ -3,40 +3,14 @@
 module Multiwoven
   module Integrations::Core
     class HttpClient
+      extend HttpHelper
       class << self
         def request(url, method, payload: nil, headers: {}, config: {})
           uri = URI(url)
-          http = Net::HTTP.new(uri.host, uri.port)
-          http.use_ssl = (uri.scheme == "https")
-
-          # Set timeout if provided
-          if config[:timeout]
-            timeout_value = config[:timeout].to_f
-            http.open_timeout = timeout_value
-            http.read_timeout = timeout_value
-          end
-
+          http = configure_http(uri, config)
           request = build_request(method, uri, payload, headers)
           http.request(request)
         end
-
-        private
-
-        def build_request(method, uri, payload, headers)
-          request_class = case method.upcase
-                          when Constants::HTTP_GET then Net::HTTP::Get
-                          when Constants::HTTP_POST then Net::HTTP::Post
-                          when Constants::HTTP_PUT then Net::HTTP::Put
-                          when Constants::HTTP_PATCH then Net::HTTP::Patch
-                          when Constants::HTTP_DELETE then Net::HTTP::Delete
-                          else raise ArgumentError, "Unsupported HTTP method: #{method}"
-                          end
-
-          request = request_class.new(uri)
-          headers.each { |key, value| request[key] = value }
-          request.body = payload.to_json if payload && %w[POST PUT PATCH].include?(method.upcase)
-          request
-        end
       end
     end
   end

integrations/lib/multiwoven/integrations/core/http_helper.rb

@@ -0,0 +1,36 @@
+# frozen_string_literal: true
+
+module Multiwoven
+  module Integrations::Core
+    module HttpHelper
+      def build_request(method, uri, payload, headers)
+        request_class = case method.upcase
+                        when Constants::HTTP_GET then Net::HTTP::Get
+                        when Constants::HTTP_POST then Net::HTTP::Post
+                        when Constants::HTTP_PUT then Net::HTTP::Put
+                        when Constants::HTTP_PATCH then Net::HTTP::Patch
+                        when Constants::HTTP_DELETE then Net::HTTP::Delete
+                        else raise ArgumentError, "Unsupported HTTP method: #{method}"
+                        end
+
+        request = request_class.new(uri)
+        headers.each { |key, value| request[key] = value }
+        request.body = payload.to_json if payload && %w[POST PUT PATCH].include?(method.upcase)
+        request
+      end
+
+      def configure_http(uri, config)
+        http = Net::HTTP.new(uri.host, uri.port)
+        http.use_ssl = (uri.scheme == "https")
+
+        if config[:timeout]
+          timeout_value = config[:timeout].to_f
+          http.open_timeout = timeout_value
+          http.read_timeout = timeout_value
+        end
+
+        http
+      end
+    end
+  end
+end

integrations/lib/multiwoven/integrations/core/source_connector.rb

@@ -39,6 +39,28 @@ def batched_query(sql_query, limit, offset)
         # Appending the LIMIT and OFFSET clauses to the SQL query
         "#{sql_query} LIMIT #{limit} OFFSET #{offset}"
       end
+
+      def send_request(options = {})
+        Multiwoven::Integrations::Core::HttpClient.request(
+          options[:url],
+          options[:http_method],
+          payload: options[:payload],
+          headers: options[:headers],
+          config: options[:config]
+        )
+      end
+
+      def send_streaming_request(options = {})
+        Multiwoven::Integrations::Core::StreamingHttpClient.request(
+          options[:url],
+          options[:http_method],
+          payload: options[:payload],
+          headers: options[:headers],
+          config: options[:config]
+        ) do |chunk|
+          yield chunk if block_given? # Pass each chunk for processing (streaming response)
+        end
+      end
     end
   end
 end

integrations/lib/multiwoven/integrations/core/streaming_http_client.rb

@@ -0,0 +1,21 @@
+# frozen_string_literal: true
+
+module Multiwoven
+  module Integrations::Core
+    class StreamingHttpClient
+      extend HttpHelper
+      class << self
+        def request(url, method, payload: nil, headers: {}, config: {})
+          uri = URI(url)
+          http = configure_http(uri, config)
+          request = build_request(method, uri, payload, headers)
+          http.request(request) do |response|
+            response.read_body do |chunk|
+              yield chunk if block_given? # Pass each response chunk
+            end
+          end
+        end
+      end
+    end
+  end
+end

integrations/lib/multiwoven/integrations/rollout.rb

@@ -2,11 +2,7 @@
 
 module Multiwoven
   module Integrations
-<<<<<<< HEAD
-    VERSION = "0.15.10"
-=======
     VERSION = "0.16.2"
->>>>>>> 85bb939d (chore(CE): add payload limit to databricks model (#745))
 
     ENABLED_SOURCES = %w[
       Snowflake
@@ -24,6 +20,7 @@ module Integrations
       AwsSagemakerModel
       VertexModel
       HttpModel
+      OpenAI
     ].freeze
 
     ENABLED_DESTINATIONS = %w[

integrations/lib/multiwoven/integrations/source/http_model/client.rb

@@ -5,24 +5,17 @@ module HttpModel
     include Multiwoven::Integrations::Core
     class Client < SourceConnector
       def check_connection(connection_config)
-        connection_config = connection_config.with_indifferent_access
-        url_host = connection_config[:url_host]
-        http_method = connection_config[:http_method]
-        headers = connection_config[:headers]
-        payload = JSON.parse(connection_config[:request_format])
-        config = connection_config[:config]
-        config[:timeout] ||= 30
-        response = send_request(url_host, http_method, payload, headers, config)
-        if success?(response)
-          success_status
-        else
-          failure_status(nil)
-        end
+        connection_config = prepare_config(connection_config)
+        response = send_request(
+          url: connection_config[:url_host],
+          http_method: connection_config[:http_method],
+          payload: JSON.parse(connection_config[:request_format]),
+          headers: connection_config[:headers],
+          config: connection_config[:config]
+        )
+        success?(response) ? success_status : failure_status(nil)
       rescue StandardError => e
-        handle_exception(e, {
-                           context: "HTTP MODEL:CHECK_CONNECTION:EXCEPTION",
-                           type: "error"
-                         })
+        handle_exception(e, { context: "HTTP MODEL:CHECK_CONNECTION:EXCEPTION", type: "error" })
         failure_status(e)
       end
 
@@ -31,40 +24,66 @@ def discover(_connection_config = nil)
         catalog = build_catalog(catalog_json)
         catalog.to_multiwoven_message
       rescue StandardError => e
-        handle_exception(e, {
-                           context: "HTTP MODEL:DISCOVER:EXCEPTION",
-                           type: "error"
-                         })
+        handle_exception(e, { context: "HTTP MODEL:DISCOVER:EXCEPTION", type: "error" })
       end
 
       def read(sync_config)
-        connection_config = sync_config.source.connection_specification
-        connection_config = connection_config.with_indifferent_access
+        connection_config = prepare_config(sync_config.source.connection_specification)
+        stream = connection_config[:is_stream] ||= false
         # 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)
+        payload = parse_json(sync_config.model.query)
+
+        if stream
+          run_model_stream(connection_config, payload) { |message| yield message if block_given? }
+        else
+          run_model(connection_config, payload)
+        end
       rescue StandardError => e
-        handle_exception(e, {
-                           context: "HTTP MODEL:READ:EXCEPTION",
-                           type: "error"
-                         })
+        handle_exception(e, { context: "HTTP MODEL:READ:EXCEPTION", type: "error" })
       end
 
       private
 
+      def prepare_config(config)
+        config.with_indifferent_access.tap do |conf|
+          conf[:config][:timeout] ||= 30
+        end
+      end
+
+      def parse_json(json_string)
+        JSON.parse(json_string)
+      rescue JSON::ParserError => e
+        handle_exception(e, { context: "HTTP MODEL:PARSE_JSON:EXCEPTION", type: "error" })
+        {}
+      end
+
       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]
-        http_method = connection_config[:http_method]
-        config[:timeout] ||= 30
-        response = send_request(url_host, http_method, payload, headers, config)
+        response = send_request(
+          url: connection_config[:url_host],
+          http_method: connection_config[:http_method],
+          payload: payload,
+          headers: connection_config[:headers],
+          config: connection_config[:config]
+        )
         process_response(response)
       rescue StandardError => e
-        handle_exception(e, context: "HTTP MODEL:RUN_MODEL:EXCEPTION", type: "error")
+        handle_exception(e, { context: "HTTP MODEL:RUN_MODEL:EXCEPTION", type: "error" })
+      end
+
+      def run_model_stream(connection_config, payload)
+        send_streaming_request(
+          url: connection_config[:url_host],
+          http_method: connection_config[:http_method],
+          payload: payload,
+          headers: connection_config[:headers],
+          config: connection_config[:config]
+        ) do |chunk|
+          process_streaming_response(chunk) { |message| yield message if block_given? }
+        end
+      rescue StandardError => e
+        handle_exception(e, { context: "HTTP MODEL:RUN_STREAM_MODEL:EXCEPTION", type: "error" })
       end
 
       def process_response(response)
@@ -74,16 +93,15 @@ def process_response(response)
         else
           create_log_message("HTTP MODEL:RUN_MODEL", "error", "request failed: #{response.body}")
         end
+      rescue StandardError => e
+        handle_exception(e, { context: "HTTP MODEL:PROCESS_RESPONSE:EXCEPTION", type: "error" })
       end
 
-      def send_request(url, http_method, payload, headers, config)
-        Multiwoven::Integrations::Core::HttpClient.request(
-          url,
-          http_method,
-          payload: payload,
-          headers: headers,
-          config: config
-        )
+      def process_streaming_response(chunk)
+        data = JSON.parse(chunk)
+        yield [RecordMessage.new(data: data, emitted_at: Time.now.to_i).to_multiwoven_message] if block_given?
+      rescue StandardError => e
+        handle_exception(e, { context: "HTTP MODEL:PROCESS_STREAMING_RESPONSE:EXCEPTION", type: "error" })
       end
     end
   end

integrations/lib/multiwoven/integrations/source/http_model/config/meta.json

@@ -4,7 +4,7 @@
     "title": "HTTP Model Endpoint",
     "connector_type": "source",
     "category": "AI Model",
-    "documentation_url": "https://docs.mutliwoven.com",
+    "documentation_url": "https://docs.mutltiwoven.com",
     "github_issue_label": "source-http-model",
     "icon": "icon.svg",
     "license": "MIT",

integrations/lib/multiwoven/integrations/source/http_model/config/spec.json

@@ -6,7 +6,7 @@
     "$schema": "http://json-schema.org/draft-07/schema#",
     "title": "HTTP Model Endpoint",
     "type": "object",
-    "required": ["url_host"],
+    "required": ["url_host", "http_method"],
     "properties": {
       "http_method": {
         "type": "string",
@@ -19,10 +19,17 @@
         "title": "URL",
         "order": 1
       },
+      "is_stream": {
+        "type": "boolean",
+        "title": "Streaming Enabled",
+        "description": "Enables data streaming for such as chat, when supported by the model. When true, messages and model data are processed in chunks for immediate delivery, enhancing responsiveness. Default is false, processing only after the entire response is received.",
+        "default": false,
+        "order": 2
+      },
       "headers": {
         "title": "HTTP Headers",
         "description": "Custom headers to include in the HTTP request. Useful for authentication, content type specifications, and other request metadata.",
-        "order": 2,
+        "order": 3,
         "additionalProperties": {
           "type": "string"
         },
@@ -42,21 +49,21 @@
             "order": 0
           }
         },
-        "order": 3
+        "order": 4
       },
       "request_format": {
         "title": "Request Format",
         "description": "Sample Request Format",
         "type": "string",
         "x-request-format": true,
-        "order": 4
+        "order": 5
       },
       "response_format": {
         "title": "Response Format",
         "description": "Sample Response Format",
         "type": "string",
         "x-response-format": true,
-        "order": 5
+        "order": 6
       }
     }
   }