From 47c9309a2cfee1fb9dd6e4acc56ad4db6ece2331 Mon Sep 17 00:00:00 2001 From: jiajingbin Date: Fri, 12 Aug 2022 16:57:37 +0800 Subject: [PATCH] docs: update 06-stream.md for stream-computing --- docs/zh/07-develop/06-stream.md | 111 +++++++++++++------------------- 1 file changed, 44 insertions(+), 67 deletions(-) diff --git a/docs/zh/07-develop/06-stream.md b/docs/zh/07-develop/06-stream.md index dbf8684008..5217fa8389 100644 --- a/docs/zh/07-develop/06-stream.md +++ b/docs/zh/07-develop/06-stream.md @@ -29,100 +29,77 @@ stream_options: { 首先准备数据，完成建库、建一张超级表和多张子表操作 ```sql -drop database if exists stream_db; -create database stream_db; +DROP DATABASE IF EXISTS power; +CREATE DATABASE power; +USE power; -create stable stream_db.meters (ts timestamp, current float, voltage int) TAGS (location varchar(64), groupId int); +CREATE STABLE meters (ts timestamp, current float, voltage int, phase float) TAGS (location binary(64), groupId int); -create table stream_db.d1001 using stream_db.meters tags("beijing", 1); -create table stream_db.d1002 using stream_db.meters tags("guangzhou", 2); -create table stream_db.d1003 using stream_db.meters tags("shanghai", 3); +CREATE TABLE d1001 USING meters TAGS ("California.SanFrancisco", 2); +CREATE TABLE d1002 USING meters TAGS ("California.SanFrancisco", 3); +CREATE TABLE d1003 USING meters TAGS ("California.LosAngeles", 2); +CREATE TABLE d1004 USING meters TAGS ("California.LosAngeles", 3); ``` ### 创建流 ```sql -create stream stream1 into stream_db.stream1_output_stb as select _wstart as start, _wend as end, max(current) as max_current from stream_db.meters where voltage <= 220 and ts > now - 12h interval (1h); +create stream current_stream into current_stream_output_stb as select _wstart as start, _wend as end, max(current) as max_current from meters where voltage <= 220 and ts > now - 12h interval (1h); ``` ### 写入数据 ```sql -insert into stream_db.d1001 values(now-14h, 10.3, 210); -insert into stream_db.d1001 values(now-13h, 13.5, 216); -insert into stream_db.d1001 values(now-12h, 12.5, 219); -insert into stream_db.d1002 values(now-11h, 14.7, 221); -insert into stream_db.d1002 values(now-10h, 10.5, 218); -insert into stream_db.d1002 values(now-9h, 11.2, 220); -insert into stream_db.d1003 values(now-8h, 11.5, 217); -insert into stream_db.d1003 values(now-7h, 12.3, 227); -insert into stream_db.d1003 values(now-6h, 12.3, 215); +insert into d1001 values(now-13h, 10.30000, 219, 0.31000); +insert into d1001 values(now-11h, 12.60000, 218, 0.33000); +insert into d1001 values(now-10h, 12.30000, 221, 0.31000); +insert into d1002 values(now-9h, 10.30000, 218, 0.25000); +insert into d1003 values(now-8h, 11.80000, 221, 0.28000); +insert into d1003 values(now-7h, 13.40000, 223, 0.29000); +insert into d1004 values(now-6h, 10.80000, 223, 0.29000); +insert into d1004 values(now-5h, 11.50000, 221, 0.35000); ``` ### 查询以观查结果 + ```sql -taos> select * from stream_db.stream1_output_stb; - start | end | max_current | group_id | -=================================================================================================== - 2022-08-09 14:00:00.000 | 2022-08-09 15:00:00.000 | 10.50000 | 0 | - 2022-08-09 15:00:00.000 | 2022-08-09 16:00:00.000 | 11.20000 | 0 | - 2022-08-09 16:00:00.000 | 2022-08-09 17:00:00.000 | 11.50000 | 0 | - 2022-08-09 18:00:00.000 | 2022-08-09 19:00:00.000 | 12.30000 | 0 | -Query OK, 4 rows in database (0.012033s) +taos> select start, end, max_current from current_stream_output_stb; + start | end | max_current | +=========================================================================== + 2022-08-12 04:00:00.000 | 2022-08-12 05:00:00.000 | 12.60000 | + 2022-08-12 06:00:00.000 | 2022-08-12 07:00:00.000 | 10.30000 | +Query OK, 2 rows in database (0.009580s) ``` ## 示例二 -某运营商平台要采集机房所有服务器的系统资源指标，包含 cpu、内存、网络延迟等，采集后需要对数据进行四舍五入运算，将地域和服务器名以下划线拼接，然后将结果按时间排序并以服务器名分组输出到新的数据表中。 -### 创建 DB 和原始数据表 -首先准备数据，完成建库、建一张超级表和多张子表操作 +依然以示例一中的数据为基础，我们已经采集到了每个智能电表的电流和电压数据，现在要求出功率，并将地域和电表名以符号 "." 拼接，然后以电表名称分组输出到新的数据表中。 -```sql -drop database if exists stream_db; -create database stream_db; - -create stable stream_db.idc (ts timestamp, cpu float, mem float, latency float) TAGS (location varchar(64), groupId int); +### 创建 DB 和原始数据表 -create table stream_db.server01 using stream_db.idc tags("beijing", 1); -create table stream_db.server02 using stream_db.idc tags("shanghai", 2); -create table stream_db.server03 using stream_db.idc tags("beijing", 2); -create table stream_db.server04 using stream_db.idc tags("tianjin", 3); -create table stream_db.server05 using stream_db.idc tags("shanghai", 1); -``` +参考示例一 [创建 DB 和原始数据表](#创建-db-和原始数据表) ### 创建流 ```sql -create stream stream2 into stream_db.stream2_output_stb as select ts, concat_ws("_", location, tbname) as server_location, round(cpu) as cpu, round(mem) as mem, round(latency) as latency from stream_db.idc partition by tbname order by ts; +create stream power_stream into power_stream_output_stb as select ts, concat_ws(".", location, tbname) as meter_location, current*voltage as meter_power from meters partition by tbname; ``` ### 写入数据 -```sql -insert into stream_db.server01 values(now-14h, 50.9, 654.8, 23.11); -insert into stream_db.server01 values(now-13h, 13.5, 221.2, 11.22); -insert into stream_db.server02 values(now-12h, 154.7, 218.3, 22.33); -insert into stream_db.server02 values(now-11h, 120.5, 111.5, 5.55); -insert into stream_db.server03 values(now-10h, 101.5, 125.6, 5.99); -insert into stream_db.server03 values(now-9h, 12.3, 165.6, 6.02); -insert into stream_db.server04 values(now-8h, 160.9, 120.7, 43.51); -insert into stream_db.server04 values(now-7h, 240.9, 520.7, 54.55); -insert into stream_db.server05 values(now-6h, 190.9, 320.7, 55.43); -insert into stream_db.server05 values(now-5h, 110.9, 600.7, 35.54); -``` + +参考示例一 [写入数据](#写入数据) + ### 查询以观查结果 ```sql -taos> select ts, server_location, cpu, mem, latency from stream_db.stream2_output_stb; - ts | server_location | cpu | mem | latency | -================================================================================================================================ - 2022-08-09 21:24:56.785 | beijing_server01 | 51.00000 | 655.00000 | 23.00000 | - 2022-08-09 22:24:56.795 | beijing_server01 | 14.00000 | 221.00000 | 11.00000 | - 2022-08-09 23:24:56.806 | shanghai_server02 | 155.00000 | 218.00000 | 22.00000 | - 2022-08-10 00:24:56.815 | shanghai_server02 | 121.00000 | 112.00000 | 6.00000 | - 2022-08-10 01:24:56.826 | beijing_server03 | 102.00000 | 126.00000 | 6.00000 | - 2022-08-10 02:24:56.838 | beijing_server03 | 12.00000 | 166.00000 | 6.00000 | - 2022-08-10 03:24:56.846 | tianjin_server04 | 161.00000 | 121.00000 | 44.00000 | - 2022-08-10 04:24:56.853 | tianjin_server04 | 241.00000 | 521.00000 | 55.00000 | - 2022-08-10 05:24:56.866 | shanghai_server05 | 191.00000 | 321.00000 | 55.00000 | - 2022-08-10 06:24:57.301 | shanghai_server05 | 111.00000 | 601.00000 | 36.00000 | -Query OK, 10 rows in database (0.022950s) -``` - +taos> select ts, meter_location, meter_power from power_stream_output_stb; + ts | meter_location | meter_power | +======================================================================================= + 2022-08-12 07:44:47.817 | California.SanFrancisco.d1002 | 2245.400041580 | + 2022-08-12 08:44:47.826 | California.LosAngeles.d1003 | 2607.800042152 | + 2022-08-12 09:44:47.833 | California.LosAngeles.d1003 | 2988.199914932 | + 2022-08-12 03:44:47.791 | California.SanFrancisco.d1001 | 2255.700041771 | + 2022-08-12 05:44:47.800 | California.SanFrancisco.d1001 | 2746.800083160 | + 2022-08-12 06:44:47.809 | California.SanFrancisco.d1001 | 2718.300042152 | + 2022-08-12 10:44:47.840 | California.LosAngeles.d1004 | 2408.400042534 | + 2022-08-12 11:44:48.379 | California.LosAngeles.d1004 | 2541.500000000 | +Query OK, 8 rows in database (0.014788s) +``` \ No newline at end of file -- GitLab