![\"IMG_7313.jpg\"](\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7e0b913a08637a6a1bdc\/5-0.jpeg\" "\\"\\"")
<\/div>\n\u53ea\u9700\u8981\u4e00\u79cd\u9009\u9879\u7684\u8bdd\uff0c\u53ef\u4ee5\u5c06\u4ee5\u4e0b\u5185\u5bb9\u7528\u4e2d\u6587\u8fdb\u884c\u91ca\u4e49\uff1a<\/h2>\n
\u7531Frank Slootman\u5148\u751f\u8fdb\u884c\u7684\u6f14\u793a\u3002<\/p>\n
\u6700\u8ba9\u4eba\u5370\u8c61\u6df1\u523b\u7684\u662fData Cloud\u7684\u672a\u6765\u3002<\/p>\n
\u73b0\u4eca\u7684Data Cloud\u4e16\u754c\u7531\u5305\u62ecSnowflake\u5728\u5185\u7684\u591a\u79cd\u201c\u7ec4\u4ef6\u201d\u6784\u6210\uff0c\u901a\u8fc7\u8fd9\u4e9b\u201c\u7ec4\u4ef6\u201d\u7684\u7ec4\u5408\u6765\u7ed8\u5236\u6574\u4f53\u67b6\u6784\u3002<\/p>\n
\u672a\u6765\u5c06\u662f\u4e00\u4e2a\u4ee5\u6570\u636e\u4e3a\u4e2d\u5fc3\u7684\u4e16\u754c\uff0c\u591a\u4e2a\u529f\u80fd\u5982\u540c\u5b87\u5b99\u4e00\u6837\u73af\u7ed5\u7740\u6570\u636e\u3002\u901a\u8fc7\u8fd9\u6837\u7684\u65b9\u5f0f\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u8bbf\u95ee\u6240\u9700\u7684\u529f\u80fd\u5c42\uff0c\u5e76\u63cf\u7ed8\u4e00\u4e2a\u68a6\u60f3\u6210\u771f\u7684\u672a\u6765\u3002<\/p>\n
\u4e3a\u4e86\u63a5\u8fd1\u8fd9\u4e2a\u672a\u6765\uff0cNative App Framework\u88ab\u5ba3\u5e03\u4e86\uff01
\nNative App Framework\u53ef\u4ee5\u5728Snowflake\u4e0a\u6784\u5efa\u3001\u53d1\u5e03\u548c\u76c8\u5229\u5e94\u7528\u7a0b\u5e8f\u3002
\n\u5ba2\u6237\u53ef\u4ee5\u4e0b\u8f7d\u8be5\u5e94\u7528\u7a0b\u5e8f\u5e76\u7acb\u5373\u4f7f\u7528\u5b83\u3002\uff08\u5c31\u50cf\u5728iPhone\u4e0a\u4e00\u6837\uff0c\u4ed6\u4eec\u53ef\u4ee5\u4ece\u5e94\u7528\u5546\u5e97\u4e0b\u8f7d\u60f3\u8981\u7684\u5e94\u7528\u7a0b\u5e8f\uff01\uff09<\/p>\n
Snowflake\u6709\u4e00\u4e2a\u5f3a\u6709\u529b\u7684\u53e3\u53f7\uff0c\u5373\u201cALL DATA\u3001ALL WORKLOAD\u3001ALL USERS\u201d\uff0c\u5e76\u5c06\u63d0\u4f9b\u670d\u52a1\u7ed9\u6240\u6709\u7684\u6570\u636e\u3001\u5de5\u4f5c\u8d1f\u8f7d\u548c\u7528\u6237\uff01<\/p>\n
\u6240\u6709\u6570\u636e\u5305\u62ec\uff1a
\n– \u975e\u7ed3\u6784\u5316\u6570\u636e
\n– \u534a\u7ed3\u6784\u5316\u6570\u636e
\n– \u7ed3\u6784\u5316\u6570\u636e<\/p>\n
\u4ee5\u4e0b\u662f\u5bf9ALL WORKLOAD\u7684\u672c\u5730\u4e2d\u6587\u89e3\u91ca\uff1a
\n– \u6570\u636e\u4ed3\u5e93
\n– \u6570\u636e\u6e56
\n– \u7edf\u4e00\u5b58\u50a8
\n– \u534f\u4f5c
\n– \u7f51\u7edc\u5b89\u5168
\n– \u6570\u636e\u5de5\u7a0b
\n– \u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60
\n– \u5e94\u7528\u7a0b\u5e8f<\/p>\n
\u6240\u6709\u7528\u6237\u6307\u7684\u662f\uff1a
\n– \u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\u8005
\n– \u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08
\n– \u6570\u636e\u79d1\u5b66\u5bb6
\n– SQL\u5206\u6790\u5e08
\n– \u5546\u4e1a\u7528\u6237<\/p>\n
![\"IMG_7450.jpg\"](\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7e0b913a08637a6a1bdc\/15-0.jpeg\" "\\"\\"")
<\/div>\n\u7531Christian Kleinerman\u5148\u751f\u4ecb\u7ecd\u7684\u65b0\u529f\u80fd\u5c55\u793a<\/h2>\n![\"IMG_7322.jpg\"](\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7e0b913a08637a6a1bdc\/17-0.jpeg\" "\\"\\"")
<\/div>\n\u7531\u4e8e\u65b0\u529f\u80fd\u548c\u66f4\u65b0\u529f\u80fd\/\u4fe1\u606f\u4e30\u5bcc\u591a\u6837\uff0c\u6211\u4eec\u5c06\u5176\u5206\u4e3a\u4e09\u4e2a\u7ae0\u8282\u8fdb\u884c\u8ba8\u8bba\uff1a
\n1. \u5355\u4e00\u5e73\u53f0
\n2. \u90e8\u7f72\u3001\u5206\u53d1\u3001\u8d27\u5e01\u5316
\n3. \u53ef\u7f16\u7a0b\u6027\u65e0\u9700\u53d6\u820d<\/p>\n
\u6211\u5c06\u7b80\u8981\u63cf\u8ff0\u5185\u5bb9\u2193<\/p>\n
\u2460\u5355\u4e00\u5e73\u53f0\uff1a
\n\u00b7 \u7edf\u4e00\u51b0\u5c71\u8868\uff08\u975e\u6258\u7ba1\/\u6258\u7ba1\uff09
\n\u53bb\u5e74\u53d1\u5e03\u4e86\u51b0\u5c71\u8868\uff0c\u73b0\u5728\u8fdb\u884c\u4e86\u91cd\u5927\u66f4\u65b0\u3002
\n\u65e0\u9700\u5c06\u6570\u636e\u590d\u5236\u5230Snowflake\u4e2d\uff0c\u4ecd\u53ef\u4fdd\u7559\u6570\u636e\u5b58\u50a8\u5728\u5916\u90e8\uff0c\u5e76\u83b7\u5f97Snowflake\u7684\u6027\u80fd\u548c\u6cbb\u7406\u3002
\n\u6027\u80fd\u63d0\u5347\u4e86\u4e24\u500d\u4ee5\u4e0a\u3002<\/p>\n
\u30fb\u6587\u6863AI\u53ef\u652f\u6301PDF\u7b49\u81ea\u7136\u8bed\u8a00\u3002<\/p>\n
\u7efc\u5408\u9690\u79c1\u4fdd\u62a4\u5e73\u53f0\u7684\u5b9e\u65bd\u3002<\/p>\n
\u901a\u8fc7\u5f00\u53d1\u96ea\u82b1\u6027\u80fd\u6307\u6570\uff0c\u67e5\u8be2\u65f6\u95f4\u63d0\u9ad8\u4e8615\uff05\u3002<\/p>\n
\u30fb\u9884\u7b97\uff0c\u4ed3\u5e93\u4f7f\u7528\u60c5\u51b5\u7684\u786e\u8ba4
\n\u6709\u4eba\u63d0\u51fa\u8981\u6c42\u60f3\u8981\u8bc4\u4f30\u4ed3\u5e93\u7684\u5229\u7528\u7387\u548c\u9884\u7b97\u60c5\u51b5\uff0c\u5e76\u5e0c\u671b\u8fdb\u884c\u8865\u5145\u3002<\/p>\n
\u53ef\u4ee5\u90e8\u7f72\u3001\u5206\u53d1\u548c\u8d27\u5e01\u5316\u5e94\u7528\u7a0b\u5e8f\u7684\u5e73\u53f0\u3002<\/p>\n
\u96ea\u82b1\u5e02\u573a\uff1a
\n\u4ee5\u5f80\u53ea\u80fd\u5171\u4eab\u6570\u636e\uff0c\u4f46\u901a\u8fc7\u5e02\u573a\uff0c\u53ef\u4ee5\u5171\u4eab\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n
\u4e00\u4e2a\u63d0\u4f9b\u6570\u636e\u5171\u4eab\u670d\u52a1\u7684\u516c\u53f8\u6210\u7acb\u4e86\uff0c\u7528\u4e8e\u5c06\u6570\u636e\u53d1\u9001\u5230Snowflake\u3002<\/p>\n
\u30fb\u672c\u5730\u5e94\u7528\u7a0b\u5e8f\u6846\u67b6
\n\u5728Snowflake\u4e0a\u53ef\u4ee5\u6784\u5efa\u3001\u5206\u53d1\u548c\u76c8\u5229\u5e94\u7528\u7a0b\u5e8f\u3002\u53ef\u4ee5\u4ec5\u5171\u4eab\u5e94\u7528\u7a0b\u5e8f\uff0c\u800c\u4e0d\u5171\u4eab\u6570\u636e\u3002<\/p>\n
\u30fb\u81ea\u5b9a\u4e49\u4e8b\u4ef6\u8ba1\u8d39
\n\u53ef\u4ee5\u5728\u5e02\u573a\u4e0a\u9009\u62e9\u6570\u636e\u548c\u5e94\u7528\u7684\u6536\u8d39\u65b9\u5f0f\u3002<\/p>\n
\u5728\u6ca1\u6709\u4efb\u4f55\u6743\u8861\u7684\u60c5\u51b5\u4e0b\uff0c\u53ef\u4ee5\u9ad8\u6548\u5730\u8fdb\u884c\u7f16\u7a0b\u7684\u529f\u80fd\u3002<\/p>\n
\u4e2d\u56fd\u53d1\u5c55\u4e86Python API\u3001REST API\uff0c\u5e76\u5168\u65b0\u63a8\u51fa\u4e86\u5b8c\u5168\u5f00\u6e90\u7684Snowflake CLI\u3002<\/p>\n
\u30fbSnowpark\u76f8\u5173
\n\u73b0\u5728\u53ef\u4ee5\u4f7f\u7528Python3.9\/3.10\u3002\u901a\u8fc7\u5229\u7528UDF\u548cUDTF\uff0c\u53ef\u4ee5\u5bf9\u56fe\u50cf\/\u89c6\u9891\u7b49\u975e\u7ed3\u6784\u5316\u6570\u636e\u8fdb\u884c\u5904\u7406\u3002<\/p>\n
\u30fb\u96ea\u7ba1\uff08Snowpipe Streaming\uff09
\n\u901a\u8fc7\u4f7f\u7528Kafka\u3001Kinesis\u7b49\u6d41\u5a92\u4f53\u670d\u52a1\uff0c\u53ef\u4ee5\u76f4\u63a5\u5c06\u6570\u636e\u52a0\u8f7d\u5230\u8868\u4e2d\u3002\u5b9e\u73b0\u4e86\u4f4e\u5ef6\u8fdf\u7684\u6570\u636e\u5bfc\u5165\u3002<\/p>\n
\u30fb\u52a8\u6001\u8868\u683c
\n\u6839\u636e\u5728DDL\u4e2d\u6307\u5b9a\u7684\u67e5\u8be2\u7ed3\u679c\u81ea\u52a8\u5730\u548c\u6301\u7eed\u5730\u5b9e\u4f53\u5316\u6570\u636e\u3002<\/p>\n
\u30fbAI\/ML\u76f8\u5173
\n\u4ece\u7279\u5f81\u5de5\u7a0b\u5230\u5b66\u4e60\u548c\u8bc4\u4f30\u90fd\u53ef\u5b9e\u73b0\u3002<\/p>\n
\u30fbSnowpark\u5efa\u6a21API
\n\u666e\u901a\u7684ML\u6846\u67b6\u53ef\u5728Snowpark\u4e2d\u4f7f\u7528\u3002<\/p>\n
\u30fb\u96ea\u516c\u56ed\u6a21\u578b\u6ce8\u518c
\n\u53ef\u7ba1\u7406\u901a\u8fc7Snowpark\u5efa\u6a21API\u5b66\u4e60\u7684\u6a21\u578b\u3002<\/p>\n
Streamlit\u65b0\u7684\u529f\u80fd<\/p>\n
\u4f7f\u7528st.chat_input()\u8fdb\u884c\u804a\u5929\u8f93\u5165\u3002
\n\u4f7f\u7528st.chat_message()\u53d1\u9001\u804a\u5929\u6d88\u606f\u3002<\/p>\n
\u4e24\u4e2a\u65b0\u51fd\u6570\u73b0\u5728\u53ef\u4ee5\u4f7f\u7528\u4e86\uff01<\/p>\n
\u30fb\u96ea\u82b1\u5e73\u53f0\u5185\u7684\u96ea\u4e50\u56ed\u5bb9\u5668\u670d\u52a1
\n\u6211\u4eec\u63a8\u51fa\u4e86\u96ea\u82b1\u5e73\u53f0\u5185\u7684\u670d\u52a1\uff0c\u53ef\u4ee5\u8fd0\u884cAI\u3001\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u6a21\u578b\u3001API\u3001\u5185\u90e8\u5f00\u53d1\u5e94\u7528\u7b49\u5de5\u4f5c\u8d1f\u8f7d\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528\u4efb\u4f55\u7f16\u7a0b\u8bed\u8a00\uff0c\u5305\u62ec\u4ee3\u7801\uff0c\u901a\u8fc7\u4f7f\u7528\u96ea\u4e50\u56ed\u5c06AI\/ML\u548c\u5e94\u7528\u7a0b\u5e8f\u5de5\u4f5c\u8d1f\u8f7d\u5f15\u5165\u96ea\u82b1\u6570\u636e\u4e2d\uff0c\u8fdb\u4e00\u6b65\u62d3\u5c55\u4e86\u8303\u56f4\u3002<\/p>\n
![\"IMG_7414.jpg\"](\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d7e0b913a08637a6a1bdc\/42-0.jpeg\" "\\"\\"")
<\/div>\n\u6700\u540e\uff0c\u4e3e\u884c\u4e8610\u573a\u5c55\u793a\u6f14\u793a\uff0c\u5c55\u793a\u4e86\u9002\u7528\u4e8eSnowpark\u5bb9\u5668\u670d\u52a1\u7684\u7b2c\u4e09\u65b9\u4ea7\u54c1\uff0c\u4f1a\u573a\u6cb8\u817e\u4e86\u8d77\u6765\u3002
\n\u6f14\u793a\u7684\u4ea7\u54c1\u6709\uff1a
\n\u30fbAstronomer
\n\u30fbAlteryx
\n\u30fbSAS
\n\u30fbHEX
\n\u30fbCARTO
\n\u30fbRelationalAI
\n\u30fbW&B
\n\u30fbNVIDIA
\n\u30fbDataiku<\/p>\n
\u7b2c\u4e8c\u5929\u56de\u987e<\/h1>\n
\u96ea\u82b1\u5cf0\u4f1a\u6b63\u5f0f\u5f00\u59cb\u4e86\u3002\u6211\u518d\u6b21\u6df1\u523b\u5730\u610f\u8bc6\u5230\uff0cSnowflake\u4e0d\u662f\u4e00\u6b3e\u666e\u901a\u7684\u4e91\u6570\u636e\u4ed3\u5e93\u4ea7\u54c1\uff0c\u800c\u662f\u4e00\u4e2a\u4e0d\u65ad\u6f14\u8fdb\u7684\u6570\u636e\u5229\u7528\u5e73\u53f0\u3002\u5176\u4e2d\uff0c\u539f\u751f\u5e94\u7528\u6846\u67b6\u4ee4\u6211\u9707\u64bc\u3002\u5982\u4eca\uff0c\u5236\u4f5c\u548c\u8d2d\u4e70iPhone\u5e94\u7528\u5df2\u7ecf\u6210\u4e3a\u65e5\u5e38\u751f\u6d3b\u7684\u4e00\u90e8\u5206\uff0c\u800c\u5982\u679c\u539f\u751f\u5e94\u7528\u6846\u67b6\u6210\u4e3a\u65e5\u5e38\uff0c\u4e0b\u4e00\u4e2a\u4e16\u754c\u4f1a\u662f\u4ec0\u4e48\u6837\u7684\u5462\uff1f\u6211\u73b0\u5728\u5c31\u671f\u5f85\u660e\u5e74\u548c\u540e\u5e74\u7684\u96ea\u82b1\u5cf0\u4f1a\uff08\u662f\u4e0d\u662f\u6709\u70b9\u592a\u65e9\u4e86\uff01\uff1f\uff09<\/p>\n
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\u30fbSnowpark\u5efa\u6a21API
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\u30fb\u96ea\u516c\u56ed\u6a21\u578b\u6ce8\u518c
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Streamlit\u65b0\u7684\u529f\u80fd<\/p>\n
\u4f7f\u7528st.chat_input()\u8fdb\u884c\u804a\u5929\u8f93\u5165\u3002
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\u30fb\u96ea\u82b1\u5e73\u53f0\u5185\u7684\u96ea\u4e50\u56ed\u5bb9\u5668\u670d\u52a1
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<\/div>\n\u6700\u540e\uff0c\u4e3e\u884c\u4e8610\u573a\u5c55\u793a\u6f14\u793a\uff0c\u5c55\u793a\u4e86\u9002\u7528\u4e8eSnowpark\u5bb9\u5668\u670d\u52a1\u7684\u7b2c\u4e09\u65b9\u4ea7\u54c1\uff0c\u4f1a\u573a\u6cb8\u817e\u4e86\u8d77\u6765\u3002
\n\u6f14\u793a\u7684\u4ea7\u54c1\u6709\uff1a
\n\u30fbAstronomer
\n\u30fbAlteryx
\n\u30fbSAS
\n\u30fbHEX
\n\u30fbCARTO
\n\u30fbRelationalAI
\n\u30fbW&B
\n\u30fbNVIDIA
\n\u30fbDataiku<\/p>\n
\u7b2c\u4e8c\u5929\u56de\u987e<\/h1>\n
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