【數倉運維實踐】關于GaussDB(DWS)單SQL磁盤空間管控-有解無憂

摘要：本文主要講解數倉運維中遇到單SQL磁盤空間管控問題的決議和方案，

本文分享自華為云社區《GaussDB(DWS)運維 -- 單SQL磁盤空間管控》，作者：譡里個檔，

【問題描述】

執行部分SQL陳述句時出現如下報錯資訊(具體數值可能因為配置有差異)，本文針對根因和場景觸發場景，確定觸發此類問題的根因

The space used on DN (209715224 kB) has exceeded the sql use space limit (209715200 kB)

【問題根因】

該報錯表示用戶執行的sql在單DN上所用空間超過了引數sql_use_spacelimit的限制，sql_use_spacelimit限制單個SQL在單個DN上，觸發落盤操作時，落盤檔案的空間大小，管控的空間包括普通表、臨時表以及中間結果集落盤占用的空間

可以使用如下SQL查看所有實體上的配置引數sql_use_spacelimit的值

SELECT * FROM pgxc_settings WHERE name = 'sql_use_spacelimit';

【解決方案】

當前現網最常見的此類錯誤一般都是INERT陳述句觸發的，我們以常見如下陳述句為例，說明這類問題的解決方案

INSERT INTO dwljaa.bif_col_edw_dut_257_t
(attribute1, attribute2, attribute3, attribute4, attribute5, column_name1, column_name2, 
column_name3, column_name4, column_name5, tag_code, tag_id, table_name, period, tbl_code, 
tag_grp_code, target_key_val, cycle_id, creation_date, target_key_num, priority)
SELECT 
 'SCN_SVC_3003', NULL, NULL, NULL, NULL, 'BIZ_SCR_CODE', NULL, NULL, NULL, NULL,
 'SCN_SVC_3003-02', 3026937, 'dwr_fin_hwip_man_je_f_tmp0', '202208', 'PL_E17360237',
 'SUB_PL_PUB_SCN', A.record_seq_num, 20230321000000, SYSDATE, A.record_seq_num, 53333
FROM (SELECT /*+PARALLEL(8) NO_EXPAND*/ T.record_seq_num
 FROM dwljaa.dwr_fin_hwip_man_je_f_tmp0 T
 INNER JOIN dwrdim.dwr_dim_department_d PL_E100134 ON T.COA_DEPT_KEY = PL_E100134.DEPT_KEY
 INNER JOIN dwrdim.dwr_dim_grp_acct_code_d PL_E100119 ON T.GROUP_ACCOUNT_CODE = PL_E100119.GROUP_ACCOUNT_CODE
 INNER JOIN dwrdim.dwr_dim_journal_category_d PL_E100147 ON T.JE_CATEGORY_ID = PL_E100147.JE_CATEGORY_ID
 INNER JOIN dwrdim.dwr_dim_product_d PL_E100121 ON T.MAJOR_PROD_KEY = PL_E100121.PROD_KEY
 INNER JOIN dwrdim.dwr_dim_product_d PL_E100122 ON T.MINOR_PROD_KEY = PL_E100122.PROD_KEY
 INNER JOIN dwrdim.dwr_dim_project_d PL_E100155 ON T.PROJ_KEY = PL_E100155.PROJ_KEY
 WHERE 1 = 1 AND ((((((((((PL_E100119.LVL1_ACCOUNT_CODE IN('501', '503', '506', '512')) OR(PL_E100119.GROUP_ACCOUNT_CODE = '5980406')) AND((PL_E100121.PROD_CLASS_FLAG = '0') OR(PL_E100122.PROD_CLASS_FLAG = '0'))) OR((PL_E100119.LVL1_ACCOUNT_CODE IN('504', 'SVC')) OR(PL_E100119.LVL2_ACCOUNT_CODE IN('55107', '57702', '57703', '58303')) OR(PL_E100119.GROUP_ACCOUNT_CODE IN('5980407', '5825107', '5827702', '5827703', 'C501'))) OR((PL_E100119.ACCOUNT_EXPENSE_CATG_CODE IN('E01', 'E03', 'E05', 'E06', 'E08', 'E09', 'E10', 'E11', 'E02', 'E04', 'E07', 'E12')) AND(PL_E100134.DEPT_EXPENSE_TYPE_CODE = 'Z4') AND((PL_E100155.PROJ_TYPE_CODE <> '02') OR(PL_E100155.PROJ_NUM IN('9000000')))) OR((PL_E100119.ACCOUNT_EXPENSE_CATG_CODE IN('E02', 'E04', 'E07', 'E12', 'E05', 'E09', 'E10')) AND(PL_E100134.DEPT_EXPENSE_TYPE_CODE IN('Z1', 'Z2', 'Z3')) AND(PL_E100155.PROJ_TYPE_CODE = '01'))) AND((PL_E100119.GROUP_ACCOUNT_CODE <> 'EXP5555')))) AND(PL_E100119.LVL2_ACCOUNT_CODE <> '58303') AND(PL_E100155.PROJ_TYPE_CODE = '01'))) AND((PL_E100119.LVL1_ACCOUNT_CODE = '504') AND(PL_E100147.CN_NAME IN('JV-PFC cooper cost', 'JV-ADJ PA Cooper/Constr', 'JV-Agent REV&COST Adj', 'JV-Agent totalvalue Adj')))) OR((PL_E100119.ACCOUNT_EXPENSE_CATG_CODE = 'E05') AND(PL_E100134.DEPT_EXPENSE_TYPE_CODE IN('Z1', 'Z2', 'Z3')) AND(PL_E100155.PROJ_TYPE_CODE = '01') AND(PL_E100147.CN_NAME <> 'JV-ADJ 557 WITH B CODE') AND((((((((PL_E100119.LVL1_ACCOUNT_CODE IN('501', '503', '506', '512')) OR(PL_E100119.GROUP_ACCOUNT_CODE = '5980406')) AND((PL_E100121.PROD_CLASS_FLAG = '0') OR(PL_E100122.PROD_CLASS_FLAG = '0'))) OR((PL_E100119.LVL1_ACCOUNT_CODE IN('504', 'SVC')) OR(PL_E100119.LVL2_ACCOUNT_CODE IN('55107', '57702', '57703', '58303')) OR(PL_E100119.GROUP_ACCOUNT_CODE IN('5980407', '5825107', '5827702', '5827703', 'C501'))) OR((PL_E100119.ACCOUNT_EXPENSE_CATG_CODE IN('E01', 'E03', 'E05', 'E06', 'E08', 'E09', 'E10', 'E11', 'E02', 'E04', 'E07', 'E12')) AND(PL_E100134.DEPT_EXPENSE_TYPE_CODE = 'Z4') AND((PL_E100155.PROJ_TYPE_CODE <> '02') OR(PL_E100155.PROJ_NUM IN('9000000')))) OR((PL_E100119.ACCOUNT_EXPENSE_CATG_CODE IN('E02', 'E04', 'E07', 'E12', 'E05', 'E09', 'E10')) AND(PL_E100134.DEPT_EXPENSE_TYPE_CODE IN('Z1', 'Z2', 'Z3')) AND(PL_E100155.PROJ_TYPE_CODE = '01'))) AND((PL_E100119.GROUP_ACCOUNT_CODE <> 'EXP5555')))) AND(PL_E100119.LVL2_ACCOUNT_CODE <> '58303') AND(PL_E100155.PROJ_TYPE_CODE = '01')))))
 AND T.PERIOD_ID >= 202208
 AND T.PERIOD_ID <= 202208 
) A

場景1

1）往目標表INSERT的資料量過大，導致INSERT的資料量在單DN上使用的存盤空間超過sql_use_spacelimit閾值

這種場景一般是配置引數sql_use_spacelimit設定不合理，建議直接調大配置引數sql_use_spacelimit的值

2）INSERT的資料存在傾斜，導致某個DN上資料寫入量特別大，在這個DN上觸發了sql_use_spacelimit閾值

這類問題的解決一般分為以下幾個步驟

a）使用如下SQL查找目標表分布列

SELECT pg_get_tabledef('dwljaa.bif_col_edw_dut_257_t'::regclass);

獲取的表定義如下

SET search_path = dwljaa;
CREATE TABLE bif_col_edw_dut_257_t (
tag_grp_code character varying(100),
tag_code character varying(100),
tag_id numeric,
period character varying(20),
tbl_code character varying(100) NOT NULL,
table_name character varying(50),
target_key_val character varying(100),
target_key_num numeric,
cycle_id numeric,
creation_date timestamp(0) without time zone,
attribute1 character varying(100),
attribute2 character varying(100),
attribute3 character varying(100),
attribute4 character varying(100),
attribute5 character varying(100),
priority numeric,
column_name1 character varying(100),
column_name2 character varying(100),
column_name3 character varying(100),
column_name4 character varying(100),
column_name5 character varying(100),
carrying_dimension1 character varying(100),
carrying_dimension2 character varying(100),
carrying_dimension3 character varying(100)
)
WITH (orientation=column, compression=low, colversion=2.0, enable_delta=false)
DISTRIBUTE BY HASH(target_key_num)
TO GROUP group_version1;

b）根據表定義和INSERT陳述句，確認分布列在查詢陳述句中的輸出列位置

根據表定義(分布列為target_key_num)以及原始的INSERT陳述句描述，查詢陳述句輸出的導數第二列( A.record_seq_num)對應目標表的分布列target_key_num

c）構建如下查詢陳述句，判斷查詢陳述句輸出資料在欄位A.record_seq_num是否存在嚴重

如果輸出的第一條記錄的cnt值非常大(比如上百萬甚至更多)，導致此值對應記錄的存盤空間可能觸發sql_use_spacelimit閾值，那么就可以明確是資料傾斜導致的，這種場景一般需要先排查資料傾斜產生的原因是否合理，如果資料缺失存在傾斜，那么建議修改表的分布列，具體修改方案參見《GaussDB(DWS)性能調優系列實戰篇三：十八般武藝之好味道表定義》

WITH t AS(-- 把原始陳述句中的查詢部分封裝為CTE，查詢陳述句實處列只包含分布列
 SELECT 
 A.record_seq_num
 FROM (SELECT /*+PARALLEL(8) NO_EXPAND*/ T.record_seq_num
 FROM dwljaa.dwr_fin_hwip_man_je_f_tmp0 T
 INNER JOIN dwrdim.dwr_dim_department_d PL_E100134 ON T.COA_DEPT_KEY = PL_E100134.DEPT_KEY
 INNER JOIN dwrdim.dwr_dim_grp_acct_code_d PL_E100119 ON T.GROUP_ACCOUNT_CODE = PL_E100119.GROUP_ACCOUNT_CODE
 INNER JOIN dwrdim.dwr_dim_journal_category_d PL_E100147 ON T.JE_CATEGORY_ID = PL_E100147.JE_CATEGORY_ID
 INNER JOIN dwrdim.dwr_dim_product_d PL_E100121 ON T.MAJOR_PROD_KEY = PL_E100121.PROD_KEY
 INNER JOIN dwrdim.dwr_dim_product_d PL_E100122 ON T.MINOR_PROD_KEY = PL_E100122.PROD_KEY
 INNER JOIN dwrdim.dwr_dim_project_d PL_E100155 ON T.PROJ_KEY = PL_E100155.PROJ_KEY
 WHERE 1 = 1 AND ((((((((((PL_E100119.LVL1_ACCOUNT_CODE IN('501', '503', '506', '512')) OR(PL_E100119.GROUP_ACCOUNT_CODE = '5980406')) AND((PL_E100121.PROD_CLASS_FLAG = '0') OR(PL_E100122.PROD_CLASS_FLAG = '0'))) OR((PL_E100119.LVL1_ACCOUNT_CODE IN('504', 'SVC')) OR(PL_E100119.LVL2_ACCOUNT_CODE IN('55107', '57702', '57703', '58303')) OR(PL_E100119.GROUP_ACCOUNT_CODE IN('5980407', '5825107', '5827702', '5827703', 'C501'))) OR((PL_E100119.ACCOUNT_EXPENSE_CATG_CODE IN('E01', 'E03', 'E05', 'E06', 'E08', 'E09', 'E10', 'E11', 'E02', 'E04', 'E07', 'E12')) AND(PL_E100134.DEPT_EXPENSE_TYPE_CODE = 'Z4') AND((PL_E100155.PROJ_TYPE_CODE <> '02') OR(PL_E100155.PROJ_NUM IN('9000000')))) OR((PL_E100119.ACCOUNT_EXPENSE_CATG_CODE IN('E02', 'E04', 'E07', 'E12', 'E05', 'E09', 'E10')) AND(PL_E100134.DEPT_EXPENSE_TYPE_CODE IN('Z1', 'Z2', 'Z3')) AND(PL_E100155.PROJ_TYPE_CODE = '01'))) AND((PL_E100119.GROUP_ACCOUNT_CODE <> 'EXP5555')))) AND(PL_E100119.LVL2_ACCOUNT_CODE <> '58303') AND(PL_E100155.PROJ_TYPE_CODE = '01'))) AND((PL_E100119.LVL1_ACCOUNT_CODE = '504') AND(PL_E100147.CN_NAME IN('JV-PFC cooper cost', 'JV-ADJ PA Cooper/Constr', 'JV-Agent REV&COST Adj', 'JV-Agent totalvalue Adj')))) OR((PL_E100119.ACCOUNT_EXPENSE_CATG_CODE = 'E05') AND(PL_E100134.DEPT_EXPENSE_TYPE_CODE IN('Z1', 'Z2', 'Z3')) AND(PL_E100155.PROJ_TYPE_CODE = '01') AND(PL_E100147.CN_NAME <> 'JV-ADJ 557 WITH B CODE') AND((((((((PL_E100119.LVL1_ACCOUNT_CODE IN('501', '503', '506', '512')) OR(PL_E100119.GROUP_ACCOUNT_CODE = '5980406')) AND((PL_E100121.PROD_CLASS_FLAG = '0') OR(PL_E100122.PROD_CLASS_FLAG = '0'))) OR((PL_E100119.LVL1_ACCOUNT_CODE IN('504', 'SVC')) OR(PL_E100119.LVL2_ACCOUNT_CODE IN('55107', '57702', '57703', '58303')) OR(PL_E100119.GROUP_ACCOUNT_CODE IN('5980407', '5825107', '5827702', '5827703', 'C501'))) OR((PL_E100119.ACCOUNT_EXPENSE_CATG_CODE IN('E01', 'E03', 'E05', 'E06', 'E08', 'E09', 'E10', 'E11', 'E02', 'E04', 'E07', 'E12')) AND(PL_E100134.DEPT_EXPENSE_TYPE_CODE = 'Z4') AND((PL_E100155.PROJ_TYPE_CODE <> '02') OR(PL_E100155.PROJ_NUM IN('9000000')))) OR((PL_E100119.ACCOUNT_EXPENSE_CATG_CODE IN('E02', 'E04', 'E07', 'E12', 'E05', 'E09', 'E10')) AND(PL_E100134.DEPT_EXPENSE_TYPE_CODE IN('Z1', 'Z2', 'Z3')) AND(PL_E100155.PROJ_TYPE_CODE = '01'))) AND((PL_E100119.GROUP_ACCOUNT_CODE <> 'EXP5555')))) AND(PL_E100119.LVL2_ACCOUNT_CODE <> '58303') AND(PL_E100155.PROJ_TYPE_CODE = '01')))))
 AND T.PERIOD_ID >= 202208
 AND T.PERIOD_ID <= 202208 
    ) A
)
-- 對分布列做匯總求和，查找分布列值重復次數最多的值
SELECT 
 record_seq_num, cnt
FROM (
 SELECT record_seq_num, count(1) AS cnt 
 FROM t 
 GROUP BY record_seq_num HAVING count(1) > 10000
)
ORDER BY cnt
LIMIT 10

點擊關注，第一時間了解華為云新鮮技術~

轉載請註明出處，本文鏈接：https://www.uj5u.com/shujuku/547986.html

標籤：SQL Server

上一篇：資料庫系統原理之資料庫設計

下一篇：初識Kafka