{"id":47335,"date":"2023-04-12T01:39:45","date_gmt":"2023-07-11T07:09:54","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8iot-hub-stream-analytics-powerbi%e5%af%b9%e6%b5%81%e6%95%b0%e6%8d%ae%e8%bf%9b%e8%a1%8c%e5%88%86%e6%9e%90%e3%80%82\/"},"modified":"2024-04-29T23:03:43","modified_gmt":"2024-04-29T15:03:43","slug":"%e6%88%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8iot-hub-stream-analytics-powerbi%e5%af%b9%e6%b5%81%e6%95%b0%e6%8d%ae%e8%bf%9b%e8%a1%8c%e5%88%86%e6%9e%90%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%88%91%e5%b0%9d%e8%af%95%e4%bd%bf%e7%94%a8iot-hub-stream-analytics-powerbi%e5%af%b9%e6%b5%81%e6%95%b0%e6%8d%ae%e8%bf%9b%e8%a1%8c%e5%88%86%e6%9e%90%e3%80%82\/","title":{"rendered":"\u6211\u5c1d\u8bd5\u4f7f\u7528IoT Hub + Stream Analytics + PowerBI\u5bf9\u6d41\u6570\u636e\u8fdb\u884c\u5206\u6790"},"content":{"rendered":"<h1>\u7b2c\u4e8c\u6b65\uff0e\u914d\u7f6e Azure Stream Analytics \u548c PowerBI\uff0c\u5e76\u663e\u793a\u5b9e\u65f6\u5206\u6790\u3002<\/h1>\n<h2>\u7b80\u8ff0<\/h2>\n<p>\u6570\u636e\u7684\u65b0\u9c9c\u5ea6\u81f3\u5173\u91cd\u8981\uff01\u56e0\u6b64\uff0c\u6211\u5728Azure\u4e0a\u7b80\u4fbf\u5730\u5b9e\u73b0\u4e86\u6570\u636e\u6d41\u3002\u7ec4\u6210\u90e8\u5206\u662fAzure\u7684&#8221;IoT Hub + Stream Analytics + PowerBI&#8221;\u3002\u6211\u4f7f\u7528Python\u7f16\u5199\u4e86\u4e00\u4e2aIoT\u865a\u62df\u6570\u636e\u751f\u6210\u7a0b\u5e8f\uff0c\u5c06\u6570\u636e\u6295\u653e\u5230IoT Hub\uff0c\u7136\u540e\u4f7f\u7528Stream Analytics\u8fdb\u884c\u6d41\u5f0f\u5904\u7406\u548c\u67e5\u8be2\uff0c\u5c06\u67e5\u8be2\u7ed3\u679c\u5373\u5206\u6790\u4fe1\u606f\u5b9e\u65f6\u663e\u793a\u5728PowerBI\u4e0a\u3002<\/p>\n<p>\u5728\u4e2d\u56fd\uff0c\u6570\u636e\u6d41\u7684\u4e8b\u5b9e\u6807\u51c6\u662f\u201cApache Kafka\uff08\u5546\u4e1a\u7248\uff1aConfluent\uff09\u201d\uff0c\u53ef\u4ee5\u901a\u8fc7\u201cAzure HDInsight\u201d\u6765\u5b9e\u73b0Apache Kafka\uff0c\u4f46\u8fd9\u53ea\u662f\u4e3a\u4e86\u66f4\u7b80\u5355\u5730\u8fdb\u884c\u6d41\u5904\u7406\u7684\u5de5\u5177\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7de4913a08637a6a15ae\/4-0.png\" alt=\"image.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4ee5\u4e0b\u306e\uff12\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u9806\u6b21\u8aac\u660e\u3057\u307e\u3059\u3002\u4eca\u56de\u306f STEP-1 \u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>STEP-1\uff0eAzure IoT Hub \u306e\u8a2d\u5b9a\u3068\u30c7\u30fc\u30bf\u53d7\u4fe1\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<br \/>\nSTEP-2\uff0eAzure Stream Analytics \u3068\u3000PowerBI \u306e \u8a2d\u5b9a \u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u306e\u8868\u793a<\/p>\n<hr \/>\n<h2>\u672c\u5730\u73af\u5883<\/h2>\n<p>macOS Big Sur 11.3 \u548c Python 3.8.3<\/p>\n<hr \/>\n<h2>\u8fdb\u884c\u6d41\u5206\u6790\u7684\u8bbe\u7f6e<\/h2>\n<h3>\u521b\u5efa\u6d41\u5206\u6790<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7de4913a08637a6a15ae\/12-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u70b9\u51fb\u5c4f\u5e55\u4e0b\u65b9\u7684\u201c\u521b\u5efa\u201d\u6309\u94ae\u3002<\/p>\n<h3>\u8f93\u5165\u7684\u5b9a\u4e49<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7de4913a08637a6a15ae\/15-0.png\" alt=\"image.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7de4913a08637a6a15ae\/16-0.png\" alt=\"image.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7de4913a08637a6a15ae\/17-0.png\" alt=\"image.png\" \/><\/div>\n<h3>\u8f93\u51fa\u7684\u5b9a\u4e49<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7de4913a08637a6a15ae\/19-0.png\" alt=\"image.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7de4913a08637a6a15ae\/20-0.png\" alt=\"image.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7de4913a08637a6a15ae\/21-0.png\" alt=\"image.png\" \/><\/div>\n<h3>\u67e5\u8be2\u5b9a\u4e49<\/h3>\n<p>\u5728\u521b\u5efa\u7684\u201csa-ituru-stream-test\u201d\u9875\u9762\u7684\u5de6\u4fa7\u9009\u62e9\u201c\u67e5\u8be2\u201d\uff0c\u5e76\u5728\u201c\u8f93\u5165\u201d\u4e2d\u8bbe\u7f6e\u4e3a\u201cIothubStreamTestDummyInput\u201d\u3002<br \/>\n\u4e3a\u4e86\u6d4b\u8bd5\uff0c\u5728\u201c\u67e5\u8be2\u680f\u201d\u4e2d\u5199\u4e0b\u4ee5\u4e0b\u5185\u5bb9\u3002<\/p>\n<pre class=\"post-pre\"><code>SELECT\r\n    section,\r\n    vol_1,\r\n    Vol_2\r\nINTO\r\n    [YourOutputAlias]\r\nFROM\r\n    IothubStreamTestDummyInput\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7de4913a08637a6a15ae\/25-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u7ed3\u679c\uff0c\u6211\u4eec\u786e\u8ba4\u4e86\u63a5\u6536\u5230\u7684\u6570\u636e\u67e5\u8be2\u5904\u7406\uff0c\u6240\u4ee5\u6211\u4eec\u5c06&#8221;\u8f93\u51fa&#8221;\u8bbe\u7f6e\u4e3a&#8221;IothubStreamTestDummyOutputSsection&#8221;\u3002<br \/>\n\u4e3a\u4e86\u8fdb\u884c\u6570\u636e\u5206\u6790\uff0c\u6211\u4eec\u5728&#8221;\u67e5\u8be2\u680f&#8221;\u4e2d\u5199\u4e0b\u4ee5\u4e0b\u5185\u5bb9\u3002\u53c2\u8003Stream Analytics\u7684\u67e5\u8be2\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u67e5\u8be2\uff0c\u7528\u4e8e\u6309section\u6bcf\u79d2\u6ed1\u52a8\u5730\u663e\u793avol_2\u503c\u768410\u79d2\u5e73\u5747\u503c\u3002<\/p>\n<pre class=\"post-pre\"><code>SELECT\r\n    section,\r\n    AVG(vol_2)\r\nINTO\r\n    IothubStreamTestDummyOutputSsection\r\nFROM\r\n    IothubStreamTestDummyInput timestamp by time\r\nGROUP BY\r\n    section,\r\n    SlidingWindow(second, 10)\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7de4913a08637a6a15ae\/28-0.png\" alt=\"image.png\" \/><\/div>\n<hr \/>\n<h2>Power BI \u7684\u8bbe\u7f6e<\/h2>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7de4913a08637a6a15ae\/31-0.png\" alt=\"image.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7de4913a08637a6a15ae\/32-0.png\" alt=\"image.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7de4913a08637a6a15ae\/33-0.png\" alt=\"image.png\" \/><\/div>\n<hr \/>\n<h2>\u6267\u884c\u5de5\u4f5c<\/h2>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7de4913a08637a6a15ae\/36-0.png\" alt=\"image.png\" \/><\/div>\n<hr \/>\n<h2>\u5c06\u8bbe\u5907\uff08IoT\u6570\u636e\u751f\u6210\u7a0b\u5e8f\uff09\u4e2d\u7684\u6570\u636e\u53d1\u9001\u5230IoT Hub\u3002<\/h2>\n<p>\u6211\u5011\u5c07\u57f7\u884c\u7b2c\u4e00\u6b65\u7684IoT\u865b\u64ec\u6578\u64da\u751f\u6210\u7a0b\u5e8f\uff0c\u4ee51\u79d2\u7684\u9593\u9694\u5c07120\u689d\u6578\u64da\u767c\u9001\u5230IoT Hub\u3002<\/p>\n<pre class=\"post-pre\"><code>$ python IoTSampleData-v3.py --count 120 --mode ih --wait 1.0\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7de4913a08637a6a15ae\/41-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u901a\u8fc7IoT Hub &#8211; Stream Analytics\uff0c\u6211\u4eec\u53ef\u4ee5\u786e\u8ba4\u4eceIoT\u8bbe\u5907\uff08Python\u7a0b\u5e8f\uff09\u53d1\u9001\u7684\u6570\u636e\u7ecf\u8fc7\u5904\u7406\u540e\uff0c\u5728Power BI\u4e2d\u5b9e\u65f6\u663e\u793a\u51fa\u6765\u3002<\/p>\n<hr \/>\n<h2>\u8bf7\u63d0\u4f9b\u76f8\u5173\u8d44\u6599<\/h2>\n<p>\u975e\u5e38\u611f\u8c22\u60a8\u63d0\u4f9b\u7684\u4ee5\u4e0b\u4fe1\u606f\u4f5c\u4e3a\u53c2\u8003\uff1a<br \/>\n\u5c1d\u8bd5\u5165\u95e8Azure Stream Analytics #azurejp<br \/>\n\u4f7f\u7528Stream Analytics\u5b9e\u73b0\u590d\u6742\u7684\u805a\u5408\u5904\u7406<br \/>\n\u5c1d\u8bd5\u5728Azure\u4e0a\u53ef\u89c6\u5316CO2\u6d53\u5ea6<\/p>\n<h2>\u672c\u9898\u7684\u6b65\u9aa4<\/h2>\n<p>\u7b2c\u4e00\u6b65\uff0e\u914d\u7f6e Azure IoT Hub \u5e76\u76d1\u63a7\u6570\u636e\u63a5\u6536<br \/>\n\u7b2c\u4e8c\u6b65\uff0e\u914d\u7f6e Azure Stream Analytics \u548c PowerBI\uff0c\u5e76\u663e\u793a\u5b9e\u65f6\u5206\u6790\u7ed3\u679c<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7b2c\u4e8c\u6b65\uff0e\u914d\u7f6e Azure Stream Analytics \u548c PowerBI\uff0c\u5e76\u663e\u793a\u5b9e\u65f6\u5206\u6790\u3002 \u7b80\u8ff0 \u6570\u636e\u7684 [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-47335","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\/ -->\n<title>\u6211\u5c1d\u8bd5\u4f7f\u7528IoT Hub + Stream Analytics + 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