citus 多租户应用开发（来自官方文档）

 

citus 官方文档很不错，资料很全，同时包含一个多租户应用的文档，因此运行下，方便学习

环境准备

使用docker-compose 运行，同时集成了graphql 引擎，很方便

• docker-compose 文件

version: '2.1'
services:
  graphql-engine:
    image: hasura/graphql-engine:v1.0.0-alpha26
    ports:
    - "8080:8080"
    command: >
      /bin/sh -c "
      graphql-engine --database-url postgres://postgres@master/postgres serve --enable-console;
      "
  master:
    container_name: "${COMPOSE_PROJECT_NAME:-citus}_master"
    image: 'citusdata/citus:7.5.1'
    ports: ["${MASTER_EXTERNAL_PORT:-5432}:5432"]
    labels: ['com.citusdata.role=Master']
  worker:
    image: 'citusdata/citus:7.5.1'
    labels: ['com.citusdata.role=Worker']
    depends_on: { manager: { condition: service_healthy } }
  manager:
    container_name: "${COMPOSE_PROJECT_NAME:-citus}_manager"
    image: 'citusdata/membership-manager:0.2.0'
    volumes: ['/var/run/docker.sock:/var/run/docker.sock']
    depends_on: { master: { condition: service_healthy } }

• 数据准备

curl https://examples.citusdata.com/tutorial/companies.csv > companies.csv
curl https://examples.citusdata.com/tutorial/campaigns.csv > campaigns.csv
curl https://examples.citusdata.com/tutorial/ads.csv > ads.csv

• 建立表

CREATE TABLE companies (
    id bigint NOT NULL,
    name text NOT NULL,
    image_url text,
    created_at timestamp without time zone NOT NULL,
    updated_at timestamp without time zone NOT NULL
);

CREATE TABLE campaigns (
    id bigint NOT NULL,
    company_id bigint NOT NULL,
    name text NOT NULL,
    cost_model text NOT NULL,
    state text NOT NULL,
    monthly_budget bigint,
    blacklisted_site_urls text[],
    created_at timestamp without time zone NOT NULL,
    updated_at timestamp without time zone NOT NULL
);

CREATE TABLE ads (
    id bigint NOT NULL,
    company_id bigint NOT NULL,
    campaign_id bigint NOT NULL,
    name text NOT NULL,
    image_url text,
    target_url text,
    impressions_count bigint DEFAULT 0,
    clicks_count bigint DEFAULT 0,
    created_at timestamp without time zone NOT NULL,
    updated_at timestamp without time zone NOT NULL
);

• 添加表关系

ALTER TABLE companies ADD PRIMARY KEY (id);
ALTER TABLE campaigns ADD PRIMARY KEY (id, company_id);
ALTER TABLE ads ADD PRIMARY KEY (id, company_id);

citus 分布式处理

• 添加数据分布式表功能

  很方便，就是select 语句，调用函数便可

SELECT create_distributed_table('companies', 'id');
SELECT create_distributed_table('campaigns', 'company_id');
SELECT create_distributed_table('ads', 'company_id');

• 导入数据

  citus 环境起来以后就可使用功能导入数据了
  

• 效果

• 一个json 查询

SELECT campaigns.id, campaigns.name, campaigns.monthly_budget,
       sum(impressions_count) as total_impressions, sum(clicks_count) as total_clicks
FROM ads, campaigns
WHERE ads.company_id = campaigns.company_id
AND campaigns.company_id = 5
AND campaigns.state = 'running'
GROUP BY campaigns.id, campaigns.name, campaigns.monthly_budget
ORDER BY total_impressions, total_clicks;

• 效果
  

数据模型说明

实际上上面的核心是建立分布式表，使用的create_distributed_table，同时定义了，多租户的数据隔离id company_id
后边的操做都是基本的sql 操做，后边会有citus 多租户应用开发的一些好的实践介绍。

参考资料

https://docs.citusdata.com/en/v7.5/get_started/tutorial_multi_tenant.html
https://docs.citusdata.com/en/v7.5/sharding/data_modeling.html#distributing-by-tenant-id
https://github.com/hasura/graphql-on-various-pg
https://github.com/rongfengliang/citus-hasuar-graphql