{"id":47115,"date":"2023-02-16T05:45:53","date_gmt":"2023-06-21T06:46:05","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8deepstream%e5%92%8cakka-streams%e6%9e%84%e5%bb%ba%e8%be%b9%e7%bc%98ai%e6%9c%8d%e5%8a%a1%e5%99%a8%e3%80%82\/"},"modified":"2024-04-29T14:48:55","modified_gmt":"2024-04-29T06:48:55","slug":"%e4%bd%bf%e7%94%a8deepstream%e5%92%8cakka-streams%e6%9e%84%e5%bb%ba%e8%be%b9%e7%bc%98ai%e6%9c%8d%e5%8a%a1%e5%99%a8%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8deepstream%e5%92%8cakka-streams%e6%9e%84%e5%bb%ba%e8%be%b9%e7%bc%98ai%e6%9c%8d%e5%8a%a1%e5%99%a8%e3%80%82\/","title":{"rendered":"\u4f7f\u7528DeepStream\u548cAkka Streams\u6784\u5efa\u8fb9\u7f18AI\u670d\u52a1\u5668"},"content":{"rendered":"<p>\u665a\u4e0a\u597d\uff01\u5728Go\u548cPython\u5907\u53d7\u77a9\u76ee\u7684\u65f6\u5019\uff0c\u5728\u516c\u53f8\u5185\u4ecd\u7136\u56fa\u6267\u5730\u575a\u6301\u4f7f\u7528Scala\u7684\u662f@rkyymmt@github\u3002\u591a\u6837\u6027\u5f88\u91cd\u8981\uff01<\/p>\n<p>\u6211\u60f3\u7b80\u5355\u4ecb\u7ecd\u4e00\u4e0b\u4eca\u5e74\u5728Edge AI\u7684PoC\u9879\u76ee\u4e2d\u4f7f\u7528\u7684Edge\u670d\u52a1\u5668\u6240\u91c7\u7528\u7684\u6280\u672f\u3002<\/p>\n<h1>\u5bb6\u5ead\u4f5c\u4e1a<\/h1>\n<p>\u786c\u4ef6\u7684\u914d\u7f6e\u5982\u4e0b\u3002<\/p>\n<p>\u6df1\u5ea6\u4f20\u611f\u5668\uff08Intel RealSense\uff09\u901a\u8fc7Jetson Nano\u8fde\u63a5\uff0c\u5176\u4ed6\u76f8\u5bf9\u8f83\u539f\u59cb\u7684\u4f20\u611f\u5668\u901a\u8fc7M5Camera\u7684Grove\u8fde\u63a5\u5668\u8fde\u63a5\u5e76\u901a\u8fc7Wi-Fi\u8fdb\u884c\u8fde\u63a5\uff0c\u5c06\u83b7\u53d6\u7684\u6570\u636e\u6d41\u5165Edge AI\u670d\u52a1\u5668\u7684NVIDIA Jetson AGX Xavier\u3002\u6df1\u5ea6\u4f20\u611f\u5668\u7684\u6df1\u5ea6\u4fe1\u606f\u5728Jetson Nano\u4e0a\u8fdb\u884c\u4e86\u521d\u6b65\u5904\u7406\uff0c\u53ea\u5c06\u68c0\u6d4b\u4fe1\u606f\u53d1\u9001\u5230Xavier\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7cf1913a08637a69e662\/5-0.png\" alt=\"HW\u69cb\u6210\" \/><\/div>\n<h1>SW\u53ef\u4ee5\u5728\u4e2d\u56fd\u672c\u571f\u8fdb\u884c\u672c\u5730\u5316\u3002<\/h1>\n<p>\u8f6f\u4ef6\u7684\u7ec4\u6210\u5982\u4e0b\uff1a\u4eceM5\u6444\u50cf\u5934\u7684\u89c6\u9891\u6d41\u4f7f\u7528\u57fa\u4e8eGStreamer\u7684NVIDIA DeepStream SDK\u8fdb\u884c\u7ba1\u9053\u5904\u7406\u3001\u6ee4\u955c\u548cAI\u5904\u7406\uff0c\u7136\u540e\u901a\u8fc7Kafka\u6d41\u5165\uff0c\u5e76\u901a\u8fc7Alpakka\u548cScala\u8fdb\u884c\u64cd\u4f5c\u3002<br \/>\n\u53e6\u5916\uff0c\u5176\u4ed6\u4f20\u611f\u5668\u4fe1\u606f\u5219\u91c7\u7528JSON\u683c\u5f0f\uff0c\u901a\u8fc7Akka Streams\u7684HTTP\u5b9e\u73b0Akka HTTP\u8fdb\u884c\u63a5\u6536\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7cf1913a08637a69e662\/8-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2019-12-18 0.00.59.png\" \/><\/div>\n<p>\u4f8b\u5982\uff0c\u63a5\u6536\u4e0a\u8ff0JSON\u7684Web\u670d\u52a1\u5668\u90e8\u5206\u4ee3\u7801\u5982\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">import<\/span> <span class=\"nn\">java.io._<\/span>\r\n<span class=\"n\">\u4e2d\u7565<\/span>\r\n<span class=\"k\">import<\/span> <span class=\"nn\">akka.event.Logging<\/span>\r\n\r\n<span class=\"k\">final<\/span> <span class=\"k\">case<\/span> <span class=\"k\">class<\/span> <span class=\"nc\">Value<\/span><span class=\"o\">(<\/span>\r\n  <span class=\"n\">sensor_data<\/span><span class=\"k\">:<\/span> <span class=\"kt\">Int<\/span>\r\n<span class=\"o\">)<\/span>\r\n\r\n<span class=\"k\">final<\/span> <span class=\"k\">case<\/span> <span class=\"k\">class<\/span> <span class=\"nc\">Sensor<\/span><span class=\"o\">(<\/span>\r\n  <span class=\"n\">timestamp<\/span><span class=\"k\">:<\/span> <span class=\"kt\">String<\/span><span class=\"o\">,<\/span>\r\n  <span class=\"n\">uid<\/span><span class=\"k\">:<\/span> <span class=\"kt\">String<\/span><span class=\"o\">,<\/span>\r\n  <span class=\"n\">`type`<\/span><span class=\"k\">:<\/span> <span class=\"kt\">String<\/span><span class=\"o\">,<\/span>\r\n  <span class=\"n\">values<\/span><span class=\"k\">:<\/span> <span class=\"kt\">Array<\/span><span class=\"o\">[<\/span><span class=\"kt\">Value<\/span><span class=\"o\">]<\/span>\r\n<span class=\"o\">)<\/span>\r\n\r\n<span class=\"k\">trait<\/span> <span class=\"nc\">JsonSupport<\/span> <span class=\"k\">extends<\/span> <span class=\"nc\">SprayJsonSupport<\/span> <span class=\"k\">with<\/span> <span class=\"nc\">DefaultJsonProtocol<\/span> <span class=\"o\">{<\/span>\r\n  <span class=\"k\">implicit<\/span> <span class=\"k\">val<\/span> <span class=\"nv\">valueFormat<\/span> <span class=\"k\">=<\/span> <span class=\"nf\">jsonFormat1<\/span><span class=\"o\">(<\/span><span class=\"nc\">Value<\/span><span class=\"o\">)<\/span>\r\n  <span class=\"k\">implicit<\/span> <span class=\"k\">val<\/span> <span class=\"nv\">sensorFormat<\/span> <span class=\"k\">=<\/span> <span class=\"nf\">jsonFormat4<\/span><span class=\"o\">(<\/span><span class=\"nc\">Sensor<\/span><span class=\"o\">)<\/span>\r\n<span class=\"o\">}<\/span>\r\n\r\n<span class=\"k\">trait<\/span> <span class=\"nc\">Service<\/span> <span class=\"k\">extends<\/span> <span class=\"nc\">Directives<\/span> <span class=\"k\">with<\/span> <span class=\"nc\">JsonSupport<\/span> <span class=\"o\">{<\/span>\r\n  <span class=\"k\">val<\/span> <span class=\"nv\">route<\/span><span class=\"k\">:<\/span> <span class=\"kt\">Route<\/span> <span class=\"o\">=<\/span> <span class=\"n\">post<\/span> <span class=\"o\">{<\/span>\r\n    <span class=\"n\">extractLog<\/span> <span class=\"o\">{<\/span> <span class=\"k\">implicit<\/span> <span class=\"n\">log<\/span> <span class=\"k\">=&gt;<\/span>\r\n      <span class=\"nf\">entity<\/span><span class=\"o\">(<\/span><span class=\"n\">as<\/span><span class=\"o\">[<\/span><span class=\"kt\">Sensor<\/span><span class=\"o\">])<\/span> <span class=\"o\">{<\/span> <span class=\"n\">sensor<\/span> <span class=\"k\">=&gt;<\/span>\r\n        <span class=\"k\">val<\/span> <span class=\"nv\">timestamp<\/span> <span class=\"k\">=<\/span> <span class=\"nv\">sensor<\/span><span class=\"o\">.<\/span><span class=\"py\">timestamp<\/span>\r\n        <span class=\"k\">val<\/span> <span class=\"nv\">uid<\/span> <span class=\"k\">=<\/span> <span class=\"nv\">sensor<\/span><span class=\"o\">.<\/span><span class=\"py\">uid<\/span>\r\n        <span class=\"k\">val<\/span> <span class=\"nv\">`<\/span><span class=\"n\">type` = sensor.`type<\/span><span class=\"o\">`<\/span>\r\n        <span class=\"k\">val<\/span> <span class=\"nv\">values<\/span> <span class=\"k\">=<\/span> <span class=\"nv\">sensor<\/span><span class=\"o\">.<\/span><span class=\"py\">values<\/span>\r\n<span class=\"n\">\u4e2d\u7565<\/span>\r\n        <span class=\"nf\">complete<\/span><span class=\"o\">(<\/span><span class=\"nv\">StatusCodes<\/span><span class=\"o\">.<\/span><span class=\"py\">OK<\/span><span class=\"o\">)<\/span>\r\n      <span class=\"o\">}<\/span>\r\n    <span class=\"o\">}<\/span>\r\n  <span class=\"o\">}<\/span>\r\n<span class=\"o\">}<\/span>\r\n\r\n<span class=\"k\">object<\/span> <span class=\"nc\">Main<\/span> <span class=\"k\">extends<\/span> <span class=\"nc\">Service<\/span> <span class=\"o\">{<\/span>\r\n  <span class=\"k\">implicit<\/span> <span class=\"k\">val<\/span> <span class=\"nv\">system<\/span><span class=\"k\">:<\/span> <span class=\"kt\">ActorSystem<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">ActorSystem<\/span><span class=\"o\">()<\/span>\r\n  <span class=\"k\">implicit<\/span> <span class=\"k\">val<\/span> <span class=\"nv\">materializer<\/span><span class=\"k\">:<\/span> <span class=\"kt\">ActorMaterializer<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">ActorMaterializer<\/span><span class=\"o\">()<\/span>\r\n\r\n  <span class=\"k\">def<\/span> <span class=\"nf\">main<\/span><span class=\"o\">(<\/span><span class=\"n\">args<\/span><span class=\"k\">:<\/span> <span class=\"kt\">Array<\/span><span class=\"o\">[<\/span><span class=\"kt\">String<\/span><span class=\"o\">])<\/span><span class=\"k\">:<\/span> <span class=\"kt\">Unit<\/span> <span class=\"o\">=<\/span> <span class=\"o\">{<\/span>\r\n    <span class=\"nc\">Http<\/span><span class=\"o\">().<\/span><span class=\"py\">bindAndHandle<\/span><span class=\"o\">(<\/span><span class=\"n\">route<\/span><span class=\"o\">,<\/span> <span class=\"s\">\"localhost\"<\/span><span class=\"o\">,<\/span> <span class=\"mi\">8080<\/span><span class=\"o\">)<\/span>\r\n  <span class=\"o\">}<\/span>\r\n<span class=\"o\">}<\/span>\r\n<\/code><\/pre>\n<h1>\u6700\u540e<\/h1>\n<p>Go\u867d\u7136\u4e0d\u9519\uff0c\u4f46Scala\u4e5f\u4e0d\u9519\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u665a\u4e0a\u597d\uff01\u5728Go\u548cPython\u5907\u53d7\u77a9\u76ee\u7684\u65f6\u5019\uff0c\u5728\u516c\u53f8\u5185\u4ecd\u7136\u56fa\u6267\u5730\u575a\u6301\u4f7f\u7528Scala\u7684\u662f@rkyymmt@gith [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-47115","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ 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