Ëæ×Å»¥ÁªÍøµÄ·¢Õ¹½øÈëÏ°볡£¬£¬£¬£¬£¬£¬Êý¾ÝµÄʱЧÐÔ¶ÔÆóÒµµÄ¾«ÃÜ»¯ÔËÓªÔ½À´Ô½³ÁÒª¡£¡£¡£¡£¡£É̳¡ÈçÕ½³¡£¬£¬£¬£¬£¬£¬ÔÚÿÌì²úÉúµÄº£Á¿Êý¾ÝÖУ¬£¬£¬£¬£¬£¬ÈôºÎʵʱÍÚ¾òÓмÛÖµµÄÐÅÏ¢²¢¼±¾ç´¥´ï¿Í»§£¬£¬£¬£¬£¬£¬¶ÔÆóÒµµÄÔËÓª¾ö²ßµ÷Õû¡¢Óû§ÂÄÀúÌáÉýµÈ¶¼ÓкܴóÔ®ÊÖ¡£¡£¡£¡£¡£ÎªÁËÈÃÊý¾Ý¸ü¸ßЧµÄ·´²¸ÒµÎñ¡¢¸üʵʱµØÖ§³Ö¾ö²ß£¬£¬£¬£¬£¬£¬×î´ó»¯²ûÑïÊý¾Ý¼ÛÖµ£¬£¬£¬£¬£¬£¬ÆóÒµÆðÍ·Ë÷Çóͨ¹ý¹¹½¨ÊµÊ±Êý²ÖÀ´Âú×ã¼±¾ç»ñÈ¡Êý¾ÝµÄÐèÒª¡£¡£¡£¡£¡£
ʵʱÊý¾Ý²Ö¿â¼¯ÊµÊ±Êý¾Ý²É¼¯¡¢ÊµÊ±Êý¾Ý´¦Öá¢ÀëÏßÊý¾ÝУ¶ÔºÍÊý¾Ý¶¨Ô컯չʾ4´óÖ°ÄÜÒ»Ì壬£¬£¬£¬£¬£¬¿ÉÖ§³Öʵʱ¾Óª·ÖÎö¡¢ÊµÊ±ÓªÏú¡¢ÊµÊ±·ç¿ØµÈ³¡¾°µÄÐèÒª¡£¡£¡£¡£¡£Ð³¡¾°µÄ³öÏÖ´ß²ú³öеļ¼Êõ£¬£¬£¬£¬£¬£¬ÐÂÒ»´úʵʱÍÆËãÒýÇæFlinkµÄ¹ÄÆ𣬣¬£¬£¬£¬£¬ÔÚ³¬¸ß»úÄÜ¡¢Êý¾ÝÒ»ÖÂÐÔ±£ÏÕ¡¢SQL»¯±à³Ì·½Ê½µÈÌصãÏÂÒ²Íƶ¯ÁËʵʱÊý²ÖµÄ·¢Õ¹¡£¡£¡£¡£¡£»£»£» £»£»£»ùÓÚFlink¼Ü¹¹µÄʵʱÊý²ÖΪ¸÷ÀàʵʱÀûÓó¡¾°ÌṩÊý¾Ý»ù´¡£¬£¬£¬£¬£¬£¬ÔÚÊý¾ÝÖÐ̨ϵͳÖÐÆð×ÅÖÁ¹Ø³ÁÒªµÄ×÷Óᣡ£¡£¡£¡£
918²©ÌìÓéÀÖ¹ÙÍø¿Æ¼¼×÷Ϊ½ðÈڿƼ¼µ±ÏÈÆóÒµ£¬£¬£¬£¬£¬£¬Ò²¶ÔʵʱÊý²Ö½¨Éè×öÁË´óÁ¿µÄ³¢ÊÔºÍʵ¼Ê¡£¡£¡£¡£¡£±¾ÎĽ«ÒÔ918²©ÌìÓéÀÖ¹ÙÍø¿Æ¼¼²Î¼Ó½¨ÉèµÄij³ÇÉÌÐÐʵʱÊý²Ö½¨ÉèÏîĿΪÒý×Ó£¬£¬£¬£¬£¬£¬·ÖÏí»ùÓÚFlink¼¼Êõ×é¼þ½¨ÉèʵʱÊý²ÖµÄ¾Ñé¡£¡£¡£¡£¡£
ij³ÇÉÌÐÐʵʱÊý²Ö½¨Éè¹æ»®
ʵʱÊý²Ö½¨ÉèÔÚ±£ÕÏÊý¾ÝÕýÈ·ÐÔµÄÇé¿ö£¬£¬£¬£¬£¬£¬×îÓÅÏÈ˼¿¼µÄÎÊÌâ¾ÍÊÇÈôºÎ±£ÕÏÊý¾ÝµÄʵʱÐÔ£¬£¬£¬£¬£¬£¬Òò¶øKafka¡¢HbaseÕâÀà¶ÁдЧÄܽϸߵļ¼Êõ×é¼þ³ÉΪʵʱÊý²ÖÊý¾Ý»¥»»×é¼þµÄÊ×Ñ¡¡£¡£¡£¡£¡£Æ¾¾ÝÑ¡ÐÍ×é¼þµÄ¸öÐÔÒÔ¼°ÊµÊ±ÐÔµÄÒªÇ󣬣¬£¬£¬£¬£¬ÊµÊ±Êý²Ö¼Ü¹¹·Ö²ãÐè°ÑÎÈÒÔϼ¸µã£º
¡¤ ¼ò»¯Á´Â·£¬£¬£¬£¬£¬£¬¾¡¿ÉÄÜËõ¼õÊý¾Ý´¦ÖÃÁ´Â·£¬£¬£¬£¬£¬£¬×î´ó»¯±£ÕÏÊý¾ÝʵʱÐÔ£»£»£» £»£»£»
¡¤ ʵʱÊý²ÖÊý¾ÝÁ÷תÔÚKafkaÈ¥½á¹¹»¯ÐÂÎŶÓÁУ¬£¬£¬£¬£¬£¬Êý²Ö¸÷²ãÐè·Ö¹¤Ã÷È·£¬£¬£¬£¬£¬£¬·½±ã²Ù×÷ÈËÔ±¶ÔÊý¾Ý½øÐлØËÝ¡¢¶¨Î»£»£»£» £»£»£»
¡¤ ³ï±¸ÀëÏßÊý¾Ý¶ÔʵʱÊý¾ÝµÄУÑ飬£¬£¬£¬£¬£¬Ô¤·ÀÍÆËãÃýÎó»òÕßÒÅ©µÄÇé¿ö£»£»£» £»£»£»
¡¤ ÓÉÓÚʵʱÊý²Ö¹¤×÷¾ùΪ7x24²»¼ä¶ÏÔËÐУ¬£¬£¬£¬£¬£¬ÈôÊdzöÏÖÒâ±íÇé¿öijһ²ãÁ´Â·Öնˣ¬£¬£¬£¬£¬£¬ÊµÊ±Êý²Ö¾Í»á³öÏÖ¶ÏÊýµÄÇé¿ö£¬£¬£¬£¬£¬£¬Õâʱ³½±ØÒªÀëÏßÊý¾Ý±£ÕϲéÎÊ·þÎñÄܹ»Õý³£·µ»ØÊý¾Ý¡£¡£¡£¡£¡£
×ÛÉÏËùÊö£¬£¬£¬£¬£¬£¬ÊµÊ±Êý²Ö¹¹½¨·ÖΪ4²ã£¬£¬£¬£¬£¬£¬¸÷²ã¾ßÌå×¢Ã÷ÈçÏ£º
¡¤ RTL£º¼¼Êõ½âÎö²ã£¬£¬£¬£¬£¬£¬Í¨¹ýÊý¾Ý²É¼¯¹¤¾ßÍøÂç¸÷¸öÒµÎñÔ´Êý¾Ý£¬£¬£¬£¬£¬£¬Êý¾Ý½á¹¹Î¬³ÖÒ»Ö£»£»£» £»£»£»
¡¤ ROL£ºÌùÔ´²ã£¬£¬£¬£¬£¬£¬·ÖΪʵʱÇøºÍÀëÏßÇøÁ½¸öÇøÓò£¬£¬£¬£¬£¬£¬ÊµÊ±Çø´æ·Å¾¹ý¿Ï¶¨Ï´åª/³ß¶È»¯µÄÊý¾Ý£¬£¬£¬£¬£¬£¬ÀëÏßÇø´æ·ÅÖðÈÕͬ²½µÄÀëÏßά¶ÈÊý¾Ý£»£»£» £»£»£»
¡¤ RCL£º»ã×ܹ²Ïí²ã£¬£¬£¬£¬£¬£¬´æ·ÅÇá¶È»ã×ܺÍÄܹ»¹²ÏíµÄÊý¾Ý£¬£¬£¬£¬£¬£¬Êý¾ÝÒÀÕտ϶¨¹æ¶¨½øÐзÖÀ࣬£¬£¬£¬£¬£¬´ïµ½Äܹ»¸´ÓõÄÖ÷ÕÅ£»£»£» £»£»£»
¡¤ RDL£ºÊý¾Ý·þÎñ²ã£¬£¬£¬£¬£¬£¬½«RCL²ãÊý¾Ý½øÐÐÖ¸±ê»¯¼Ó¹¤£¬£¬£¬£¬£¬£¬Ô̺¬·ÖÎö¡¢ÀûÓûã×ÜÀàÖ¸±êÒÔ¼°Ã÷ϸÊý¾Ý£»£»£» £»£»£»·ÖΪʵʱÇøºÍÀëÏßÇø£¬£¬£¬£¬£¬£¬ÊµÊ±Çø´æ·Åʵʱָ±êÁ˾֣¬£¬£¬£¬£¬£¬ÀëÏßÇø´æ·ÅÖðÈÕÀëÏßÖ¸±êÁ˾֣¬£¬£¬£¬£¬£¬ÓÃÓÚÊý¾Ý±£µ×ÓëʵʱÊý¾ÝУÑé¡£¡£¡£¡£¡£
·ÖÆ糡¾°ÏµÄʵʱÊý¾Ý´¦ÖÃÁ´Â·
ʵʱÊý¾ÝÀûÓÃÔ̺¬ÊµÊ±Ö¸±êÍÆËã¡¢Á÷ʽ´«Ê䡢ʵʱ·ç¿Ø¡¢ÊµÊ±ÓªÏú¡¢ÊµÊ±¶Ô¿ÍµÈ¶àÖÖÒµÎñ³¡¾°¡£¡£¡£¡£¡£»£»£» £»£»£»ùÓÚFlinkSQL+OLAPµÄ³ö²úÁ´Â·£¬£¬£¬£¬£¬£¬ÊµÊ±Êý¾Ýͨ¹ý²É¼¯¹¤¾ßͬ²½ÖÁÐÂÎŶÓÁнøÐгÐÔØ£¬£¬£¬£¬£¬£¬ÔÙ¾ÓÉʵʱÊý²Ö½øÐÐÒµÎñ¼Ó¹¤ºó£¬£¬£¬£¬£¬£¬ÂäµØµ½¸÷Àà´æ´¢£¬£¬£¬£¬£¬£¬×îºóÓÉÏÂÓÎÒµÎñϵͳ½Ó¹Ü´¦ÖûòÕßÓÉÊý¾Ý·þÎñƽ̨ÍÆË͸ø¸÷ÀàÖն˽øÐÐչʾ£¬£¬£¬£¬£¬£¬ÕûÌõÁ´Â·Á½È«ÁËÊý¾ÝµÄʱЧÐÔÓë²éÎʵĸßЧÐÔ¡£¡£¡£¡£¡£
ÔÚij³ÇÉÌÐÐʵʱÊý²Ö½¨ÉèÏîÄ¿ÖУ¬£¬£¬£¬£¬£¬ÆäÖØÒªÒµÎñ³¡¾°Ô̺¬ÊµÊ±×ʲú¸ºÕ®¡¢ÊµÊ±ÖÎÀí¼ÝÊ»²ÕÒÔ¼°ÊµÊ±¼à¹ÜÊý¾Ý¼à²âµÈ¡£¡£¡£¡£¡£
³¡¾°Ò»£ºÊµÊ±×ʲú¸ºÕ®£ºÊµÊ±»ñÈ¡¸÷ÒµÎñϵͳÓû§¶¯Õ˺óµÄÓà¶î£¬£¬£¬£¬£¬£¬Í¨¹ý¹ØÁªÓйØά¶ÈÐÅÏ¢²¹³äÊý¾Ýµ½ÁË¾Ö±í£¬£¬£¬£¬£¬£¬ºóÐøÓÉÇ°¶Ë²éÎÊʵʱÁË¾Ö±í·µ»ØÊý¾Ý£»£»£» £»£»£»
ͨ¹ý¹¹½¨ÊµÊ±¡¢ÀëÏßÁ½ÕÅHbaseÁË¾Ö±í²¢ÊµÊ±±È¶ÔµÄ·½Ê½Ó¦¶ÔÓû§¶ÔʵʱÂòÂô¡¢²»¶¯ÕʵÄʵʱ²éÎÊÐèÒª£¬£¬£¬£¬£¬£¬Ïà±Å×Ú²ÉÈ¡¡°×òÈÕÀëÏßÓà¶î+½ñÈÕʵʱ²úÉú¶î¡±µÄÔʼ²éÎʹ滮£¬£¬£¬£¬£¬£¬¸üÄÜÌáÉý²éÎÊÁ˾ֵÄʱЧÐÔ£¬£¬£¬£¬£¬£¬¶ã±ÜÁËÖðÈÕÈÕÇй¦·òÓëÅÜÅú¹¦·ò¶ÎµÄ¿Õ´°ÆÚÊý¾ÝʱЧÐÔµÄÎÊÌâ¡£¡£¡£¡£¡£
³¡¾°¶þ£ºÊµÊ±ÖÎÀí¼ÝÊ»²Õ£ºÍ¨¹ýʵʱ»ñÈ¡ÂòÂô¶¯ÕË£¬£¬£¬£¬£¬£¬¶ÔÈ«Ðм¶´ËÍâ×ʽðÁ÷ÈëÁ÷³ö½ð¶î¡¢¿Í»§×ʲú¡¢Éê´û½ð¶î¼°ÈËÊýµÈÖ¸±ê½øÐÐʵʹعʾ£»£»£» £»£»£»
ÒÔʵʱ×ʽðÁ÷ÈëÁ÷³öͳ¼ÆΪÀý£¬£¬£¬£¬£¬£¬¶Ôµ±ÈÕÂòÂô¶¯ÕËÊý¾ÝÒÀÕÕÖ¸±êÁ£¶È½øÐзÖ×é¾ÛºÏ£¬£¬£¬£¬£¬£¬±£ÕÏÿ¸öÁ£¶ÈÔÚRDL²ãrowkeyÒ»Ñù£¬£¬£¬£¬£¬£¬Ã¿»ñÈ¡µ½Ò»Ìõ¶¯ÕËÐÅÏ¢£¬£¬£¬£¬£¬£¬ÍÆËã³ö×îеÄ×ʽð½ð¶îºóƾ¾Ýrowkeyʵʱ¸üÐÂhbase±íÁ˾ÖÊý¾Ý¡£¡£¡£¡£¡£
³¡¾°Èý£ºÊµÊ±¼à¹ÜÊý¾Ý¼à²â£ºÆ¾¾ÝÔ충µÄ¼à¹ÜÉäÖÐÂß¼¶Ôµ±ÈÕÂòÂôÁ÷Ë®½øÐмà¿Ø£¬£¬£¬£¬£¬£¬ÇкÏÉäÖÐÂß¼µÄÊý¾Ý·¢Ë͵½ÏÂÓνøÐÐÂòÂôÏ޶ȵȴ¦Ö㻣»£» £»£»£»
ÒÔÉæ¶ÄÉæÕ©ÐèҪΪÀý£¬£¬£¬£¬£¬£¬¼à¹ÜÉäÖÐÂ߼ΪÔڷǹñÃæϵͳÖУ¬£¬£¬£¬£¬£¬Â½Ðø²úÉúÉæ¼°5¸ö·ÖÆçÓû§Ãû¼°ÒÔÉϵÄÊտתÕ˵È×ʽðÂòÂô£¬£¬£¬£¬£¬£¬ÇÒÿ±ÊÂòÂô¾àÀë²»³¬¹ý3·ÖÖÓ¡¢Ã¿±Ê½ð¶îÔÚ0.01-10Ôª¡£¡£¡£¡£¡£´ËÀೡ¾°¿É»ùÓÚFlinkµÄover´°¿ÚÖ°ÄÜÓëÊÂÎñ¹¦·ò£¬£¬£¬£¬£¬£¬Í¨¹ýÍÆËãÂòÂôÁ÷ˮǰºóÒ»¶Î¹¦·òÄÚµÐÊÖ¿Í»§ÊýÁ¿¼°ÂòÂô½ð¶î£¬£¬£¬£¬£¬£¬ÅжÏÊÇ·ñÂú×ãÉäÖÐÂß¼£¬£¬£¬£¬£¬£¬´Ó¶ø´òÉÏÉäÖÐÏóÕ÷·¢ÍùÏÂÓÎϵͳ¡£¡£¡£¡£¡£
ͨ¹ýÑ¡È¡Flink¼¼Êõ¹¹½¨ÊµÊ±Êý²Ö£¬£¬£¬£¬£¬£¬ÎÒÃǽ«Êý¾Ý³ö²úµÄ¸÷¸ö»·½Ú³éÏó»¯ÐγÉʵʱÊý²ÖµÄ¸÷²ã¼Ü¹¹£¬£¬£¬£¬£¬£¬ÊµÏÖÁËȫջʵʱÊý¾ÝÀûÓõÄÊý¾ÝԴͳһ£¬£¬£¬£¬£¬£¬±£ÏÕÁËÀûÓÃÊý¾ÝÖ¸±êºÍά¶ÈµÄ¿Ú¾¶Ò»Ö£¬£¬£¬£¬£¬£¬ÖúÁ¦»ñȡʵʱÊý¾ÝµÄ±ã½ÝÐÔºÍʱЧÐÔ´ó´óÌáÉý£¬£¬£¬£¬£¬£¬´Ó¶øÌáÉý¿Í»§µÄÕûÌåÔËӪЧÄÜ¡£¡£¡£¡£¡£
½áÓ
ÔÚµ±Ç°Êý×Ö»¯×ªÐÍ´ó³±ÖУ¬£¬£¬£¬£¬£¬ÊµÊ±Êý¾Ý²Ö¿âµÄ½¨Éè×÷ΪÊý¾ÝÖÐ̨ϵͳµÄ³ÁÒª×é³É²¿ÃÅ£¬£¬£¬£¬£¬£¬¶Ô½ðÈÚ»ú¹¹¶øÑÔÒâ˼³Á´ó¡£¡£¡£¡£¡£¶ø918²©ÌìÓéÀÖ¹ÙÍø¿Æ¼¼ÔÚʵʱÊý¾Ý´¦ÖÃÁìÓòÓзá˶µÄÖ´ÐоÑ飬£¬£¬£¬£¬£¬ÒÑΪÖйúÒøÐÓ×¢äðºÓÒøÐÓ×¢½ð²ýÒøÐеȷÖÆç¹æÄ£µÄÒøÐÐÌṩÁËʵʱÊý¾Ý´¦Öýâ¾ö¹æ»®¡£¡£¡£¡£¡£½«À´£¬£¬£¬£¬£¬£¬918²©ÌìÓéÀÖ¹ÙÍø¿Æ¼¼½«ÔÚʵʱÊý²ÖÁìÓòË÷Çó¸ü¶àÐÂÒµÎñ״̬µÄÂäµØ£¬£¬£¬£¬£¬£¬ÖúÁ¦¿Í»§¸ßЧÍÚ¾òÊý¾Ý¼ÛÖµ¡¢·´²¸ÒµÎñ·¢Õ¹£¡
