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mysql-innodb-引擎下ibd文件过大的问题排查记录

时间:2022-09-29 22:00:52人气:作者:快盘下载我要评论

问题描述;

mysql版本;8.0.12 表存储引擎为innodb

数据库某张表中数据只有100条左右数据;但表文件;ibd文件;占用磁盘空间却达到了1.8G。

mysql-innodb-引擎下ibd文件过大的问题排查记录

 

该表的表结构如下;

CREATE TABLE ;k8s_node_status; (
  ;id; int(11) NOT NULL AUTO_INCREMENT,
  ;master_ip; varchar(255)  NOT NULL ,
  ;node_name; varchar(255)  DEFAULT NULL,
  ;node_ip; varchar(255)  DEFAULT NULL,
  ;node_status; tinyint(5) DEFAULT NULL ,
  ;update_time; timestamp NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP ,
  ;create_time; timestamp NULL DEFAULT CURRENT_TIMESTAMP,
  ;delete_flag; tinyint(1) DEFAULT ;0; ,
  ;reason; varchar(100)  DEFAULT NULL ,
  ;message; varchar(4000)  DEFAULT NULL,
  ;labels; text ,
  ;annotations; text ,
  ;taints; tinyint(1) DEFAULT NULL ,
  ;cpu_total; decimal(16,3) DEFAULT NULL ,
  ;memory_total; decimal(16,3) DEFAULT NULL ,
  ;fs_total; decimal(16,3) DEFAULT NULL ,
  ;version; varchar(32) DEFAULT NULL ,
  ;yaml_content; text CHARACTER SET utf8 COLLATE utf8_general_ci,
  ;master; tinyint(1) DEFAULT NULL ,
  ;allow_pods; int(8) DEFAULT NULL ,
  ;uid; varchar(64)  DEFAULT NULL,
  ;start_time; timestamp NULL DEFAULT NULL ,
  ;delete_time; timestamp NULL DEFAULT NULL ,
  PRIMARY KEY (;id;) USING BTREE,
  UNIQUE KEY ;unique_uid_deleteflag_masterip; (;uid;,;delete_flag;,;master_ip;) USING BTREE,
  KEY ;idx_nodename; (;node_name;) USING BTREE,
  KEY ;idx_nodeip; (;node_ip;) USING BTREE,
  KEY ;idx_masterip; (;master_ip;) USING BTREE
) ENGINE=InnoDB AUTO_INCREMENT=100 DEFAULT CHARSET=utf8 ROW_FORMAT=DYNAMIC;

原因猜想1;数据页空缺造成的页空洞?

innodb存储引擎中;表数据是以B;树的数据结构存储的;树的每个叶子节点存储一行数据;而这些节点又是存储在数据页;page;上;innodb引擎默认数据页的大小是16Kb;多个连续的页又会组成区(extent)。其存储结构如下图;

innodb 

数据在B;树的实例如下;

mysql

我们要删掉 R4 这个记录;InnoDB 引擎只会把 R4 这个记录标记为删除。如果之后要再插入一个 ID 在 300 和 600 之间的记录时;可能会复用这个位置。但是;磁盘文件的大小并不会缩小。如果删除page A上的所有数据;那么这个页会被标记为可复用。

不止删除数据会造成页空洞;插入数据时;若主键值不是自增而是随机的;那么就有可能触发页分裂而造成页空洞。

更新数据时;若更新了索引值;那么会删除旧数据;插入一条新数据;也会造成页空洞。例如将R4记录的id从500更新为800;那么会将R4记录标记为删除;同时新增一条记录。

若没有更新索引值;只是更新某个字段;那么如果更新后的记录的长度;占用字节数;比原记录长;且原记录前后无空闲位置;那么会执行delete;update操作;可能会造成页空洞。;这个场景有待严格的验证;

结合以上可能造成数据页空洞的场景;我们的表并没有频繁删除/新增记录的操作;这一点通过自增主键可以看出来;该表的自增主键的值仅为100;AUTO_INCREMENT=100;;因此不会是删除和新增数据造成页空洞。那么那就有可能是更新造成的页空洞。

为进一步确定是否是频繁更新造成的页空洞;我们通过查看TABLES表数据;其中DATA_FREE字段表示被分配但未使用的字节数大小;这个值为4194304=4M;这部分空间是可以被分配的;包括上面所说的记录被删除后造成的空白页。显然页空洞并不是造成数据文件过大的原因。

innodb

原因猜想2:text频繁更新引起?

再次看我们的表结构;其中有3个text字段;分别是labels、annotations、yaml_content。其中labels、annotations字段实际存储的字符长度在100;500这个范围;不算太大。而yaml_content字段保存了yaml文件;字符长度竟达到的10000;的长度。而这个字段又是频繁变动更新的。因此猜测是yaml_content频繁更新引起的ibd文件过大。

在此之前需要先了解一下;text字段是如何存储的;innodb数据页大小为16KB=16384byte;也就是最多存16384个字节。每个页存储的记录是有限制的;最多存16KB/2-200行的记录;也就是7992行。最少存2行的记录。那么对于超出16384个字符长度的行记录该如何存储呢?对于Compact行格式;有以下结论;

结论一;当行长度发生溢出时;数据存放在页类型为Uncompress BLOB页;溢出页;中结论二;对于行溢出数据;其保留数据的前768个字节的前缀数据;之后偏移量指向溢出页结论三;为保证一个页中至少有2条行记录;单条行记录阈值长度为8098;若行长度超过这个阈值;则会发生行溢出;数据会保存在溢出页中;数据页只保留前缀768个字节。结论四;当InnoDB更新存储在溢出页中的大字段时;将不会在原来的位置更新。而是会在写一个新值到一个新的空间;并且不会删除旧的值。

注;Dynamic行格式;列存储是否放到off-page页;主要取决于行大小;他会把行中最长的一列放到off-page;直到数据页能存放下两行。TEXT或BLOB列<=40bytes时总是存在于数据页。这种方式可以避免compact那样把太多的大列值放到B-tree Node;数据页中只存放20个字节的指针;实际的数据存放在Off Page中;之前的Compact 和 Redundant 两种格式会存放768个字前缀字节;。

实际上我们的k8s_node_status表中yaml_content字段长度在10000;字符;且频繁更新;触发了上面结论4;导致表文件;.ibd文件;持续膨胀。

我们在测试环境复制一张k8s_node_status表;此时表中无数据;然后插入一条数据如下;

INSERT INTO ;test;.;k8s_node_status;(;id;, ;master_ip;, ;node_name;, ;node_ip;, ;node_status;, ;update_time;, ;create_time;, ;delete_flag;, ;reason;, ;message;, ;labels;, ;annotations;, ;taints;, ;cpu_total;, ;memory_total;, ;fs_total;, ;version;, ;yaml_content;, ;master;, ;allow_pods;, ;uid;, ;start_time;, ;delete_time;) VALUES (9, ;test_default_default;, ;10.10.103.219-slave;, ;10.10.103.219;, 0, ;2022-03-24 08:57:52;, ;2022-01-18 11:42:43;, 0, ;;, ;;, ;os: linux;, ;kubeadm.alpha.kubernetes.io/cri-socket: /var/run/dockershim.sock,management.cattle.io/pod-limits: {;cpu;:;6782m;,;memory;:;14756Mi;},management.cattle.io/pod-requests: {;cpu;:;6718m;,;memory;:;9722Mi;,;pods;:;21;},node.alpha.kubernetes.io/ttl: 0,projectcalico.org/IPv4Address: 10.10.103.219/24,projectcalico.org/IPv4IPIPTunnelAddr: 192.168.24.64,volumes.kubernetes.io/controller-managed-attach-detach: true;, 0, 8.000, 16657936384.000, 157696397312.000, ;26815075;, ;apiVersion: v1;, 0, 110, ;8f5111b0-1edc-4e7c-bd22-11733693642b;, ;2022-01-07 03:08:13;, NULL);

这条数据中的text字段设置为几个字符;总字符数在1000左右;这时分析表文件;ibd文件;;可以看到如下结果;

mysql 分析;插入一条数据时;表文件中只有4个数据页<B-tree Node>,没有溢出页。符合上述结论3

然后我们插入一条“正常”数据;这条数据的yaml_content字段长度达到10000个字符;再分析ibd文件如下;

INSERT INTO ;test;.;k8s_node_status;(;id;, ;master_ip;, ;node_name;, ;node_ip;, ;node_status;, ;update_time;, ;create_time;, ;delete_flag;, ;reason;, ;message;, ;labels;, ;annotations;, ;taints;, ;cpu_total;, ;memory_total;, ;fs_total;, ;version;, ;yaml_content;, ;master;, ;allow_pods;, ;uid;, ;start_time;, ;delete_time;) VALUES (13, ;test_default_default;, ;10.10.103.221-slave;, ;10.10.103.221;, 0, ;2022-03-24 08:58:57;, ;2022-01-18 11:42:43;, 0, ;;, ;;, ;beta.kubernetes.io/arch: amd64,beta.kubernetes.io/os: linux,kubernetes.io/arch: amd64,kubernetes.io/hostname: 10.10.103.221-slave,kubernetes.io/os: linux;, ;kubeadm.alpha.kubernetes.io/cri-socket: /var/run/dockershim.sock,management.cattle.io/pod-limits: {;cpu;:;4882m;,;memory;:;6589Mi;},management.cattle.io/pod-requests: {;cpu;:;4718m;,;memory;:;5895Mi;,;pods;:;12;},node.alpha.kubernetes.io/ttl: 0,projectcalico.org/IPv4Address: 10.10.103.221/24,projectcalico.org/IPv4IPIPTunnelAddr: 192.168.68.192,volumes.kubernetes.io/controller-managed-attach-detach: true;, 0, 8.000, 16657932288.000, 157696397312.000, ;26815328;, ;apiVersion: v1
kind: Node
metadata:
  annotations:
    kubeadm.alpha.kubernetes.io/cri-socket: /var/run/dockershim.sock
    management.cattle.io/pod-limits: ;{;cpu;:;4882m;,;memory;:;6589Mi;};
    management.cattle.io/pod-requests: ;{;cpu;:;4718m;,;memory;:;5895Mi;,;pods;:;12;};
    node.alpha.kubernetes.io/ttl: ;0;
    projectcalico.org/IPv4Address: 10.10.103.221/24
    projectcalico.org/IPv4IPIPTunnelAddr: 192.168.68.192
    volumes.kubernetes.io/controller-managed-attach-detach: ;true;
  creationTimestamp: ;2022-01-07T03:08:02.000;08:00;
  labels:
    beta.kubernetes.io/arch: amd64
    beta.kubernetes.io/os: linux
    kubernetes.io/arch: amd64
    kubernetes.io/hostname: 10.10.103.221-slave
    kubernetes.io/os: linux
  managedFields:
  - apiVersion: v1
    fieldsType: FieldsV1
    fieldsV1:
      f:metadata:
        f:annotations:
          f:kubeadm.alpha.kubernetes.io/cri-socket: {}
    manager: kubeadm
    operation: Update
    time: ;2022-01-07T03:08:03.000;08:00;
  - apiVersion: v1
    fieldsType: FieldsV1
    fieldsV1:
      f:metadata:
        f:annotations:
          f:projectcalico.org/IPv4Address: {}
          f:projectcalico.org/IPv4IPIPTunnelAddr: {}
      f:status:
        f:conditions:
          k:{;type;:;NetworkUnavailable;}:
            .: {}
            f:lastHeartbeatTime: {}
            f:lastTransitionTime: {}
            f:message: {}
            f:reason: {}
            f:status: {}
            f:type: {}
    manager: calico-node
    operation: Update
    time: ;2022-01-07T03:09:23.000;08:00;
  - apiVersion: v1
    fieldsType: FieldsV1
    fieldsV1:
      f:metadata:
        f:annotations:
          f:management.cattle.io/pod-limits: {}
          f:management.cattle.io/pod-requests: {}
    manager: agent
    operation: Update
    time: ;2022-03-10T09:43:22.000;08:00;
  - apiVersion: v1
    fieldsType: FieldsV1
    fieldsV1:
      f:metadata:
        f:annotations:
          f:node.alpha.kubernetes.io/ttl: {}
      f:spec:
        f:podCIDR: {}
        f:podCIDRs:
          .: {}
          v:;192.168.3.0/24;: {}
    manager: kube-controller-manager
    operation: Update
    time: ;2022-03-22T09:47:38.000;08:00;
  - apiVersion: v1
    fieldsType: FieldsV1
    fieldsV1:
      f:metadata:
        f:annotations:
          .: {}
          f:volumes.kubernetes.io/controller-managed-attach-detach: {}
        f:labels:
          .: {}
          f:beta.kubernetes.io/arch: {}
          f:beta.kubernetes.io/os: {}
          f:kubernetes.io/arch: {}
          f:kubernetes.io/hostname: {}
          f:kubernetes.io/os: {}
      f:status:
        f:addresses:
          .: {}
          k:{;type;:;Hostname;}:
            .: {}
            f:address: {}
            f:type: {}
          k:{;type;:;InternalIP;}:
            .: {}
            f:address: {}
            f:type: {}
        f:allocatable:
          .: {}
          f:cpu: {}
          f:ephemeral-storage: {}
          f:hugepages-1Gi: {}
          f:hugepages-2Mi: {}
          f:memory: {}
          f:pods: {}
        f:capacity:
          .: {}
          f:cpu: {}
          f:ephemeral-storage: {}
          f:hugepages-1Gi: {}
          f:hugepages-2Mi: {}
          f:memory: {}
          f:pods: {}
        f:conditions:
          .: {}
          k:{;type;:;DiskPressure;}:
            .: {}
            f:lastHeartbeatTime: {}
            f:lastTransitionTime: {}
            f:message: {}
            f:reason: {}
            f:status: {}
            f:type: {}
          k:{;type;:;MemoryPressure;}:
            .: {}
            f:lastHeartbeatTime: {}
            f:lastTransitionTime: {}
            f:message: {}
            f:reason: {}
            f:status: {}
            f:type: {}
          k:{;type;:;PIDPressure;}:
            .: {}
            f:lastHeartbeatTime: {}
            f:lastTransitionTime: {}
            f:message: {}
            f:reason: {}
            f:status: {}
            f:type: {}
          k:{;type;:;Ready;}:
            .: {}
            f:lastHeartbeatTime: {}
            f:lastTransitionTime: {}
            f:message: {}
            f:reason: {}
            f:status: {}
            f:type: {}
        f:daemonEndpoints:
          f:kubeletEndpoint:
            f:Port: {}
        f:images: {}
        f:nodeInfo:
          f:architecture: {}
          f:bootID: {}
          f:containerRuntimeVersion: {}
          f:kernelVersion: {}
          f:kubeProxyVersion: {}
          f:kubeletVersion: {}
          f:machineID: {}
          f:operatingSystem: {}
          f:osImage: {}
          f:systemUUID: {}
    manager: kubelet
    operation: Update
    time: ;2022-03-22T09:47:59.000;08:00;
  name: 10.10.103.221-slave
  resourceVersion: ;26815328;
  selfLink: /api/v1/nodes/10.10.103.221-slave
  uid: c8cac3c8-e229-40dc-93e5-219a372fc80e
spec:
  podCIDR: 192.168.3.0/24
  podCIDRs:
  - 192.168.3.0/24
status:
  addresses:
  - type: InternalIP
    address: 10.10.103.221
  - type: Hostname
    address: 10.10.103.221-slave
  allocatable:
    cpu: ;8;
    ephemeral-storage: ;140969826890;
    hugepages-1Gi: ;0;
    hugepages-2Mi: ;0;
    memory: 16165112Ki
    pods: ;110;
  capacity:
    cpu: ;8;
    ephemeral-storage: 152962052Ki
    hugepages-1Gi: ;0;
    hugepages-2Mi: ;0;
    memory: 16267512Ki
    pods: ;110;
  conditions:
  - type: NetworkUnavailable
    lastHeartbeatTime: ;2022-03-22T09:46:31.000;08:00;
    lastTransitionTime: ;2022-03-22T09:46:31.000;08:00;
    message: Calico is running on this node
    reason: CalicoIsUp
    status: ;False;
  - type: MemoryPressure
    lastHeartbeatTime: ;2022-03-24T08:56:50.000;08:00;
    lastTransitionTime: ;2022-03-22T09:45:55.000;08:00;
    message: kubelet has sufficient memory available
    reason: KubeletHasSufficientMemory
    status: ;False;
  - type: DiskPressure
    lastHeartbeatTime: ;2022-03-24T08:56:50.000;08:00;
    lastTransitionTime: ;2022-03-22T09:45:55.000;08:00;
    message: kubelet has no disk pressure
    reason: KubeletHasNoDiskPressure
    status: ;False;
  - type: PIDPressure
    lastHeartbeatTime: ;2022-03-24T08:56:50.000;08:00;
    lastTransitionTime: ;2022-03-22T09:45:55.000;08:00;
    message: kubelet has sufficient PID available
    reason: KubeletHasSufficientPID
    status: ;False;
  - type: Ready
    lastHeartbeatTime: ;2022-03-24T08:56:50.000;08:00;
    lastTransitionTime: ;2022-03-22T09:45:55.000;08:00;
    message: kubelet is posting ready status
    reason: KubeletReady
    status: ;True;
  daemonEndpoints:
    kubeletEndpoint:
      port: 10250
  images:
  - names:
    - 10.1.11.205/test-tool/myjmeter;sha256:08f8e98cdb364567d59f76b67c8c4879d0963eacc558b7e958d4b91b4fedd9a3
    - 10.10.102.120:8443/testapp/myjmeter;sha256:08f8e98cdb364567d59f76b67c8c4879d0963eacc558b7e958d4b91b4fedd9a3
    - 10.1.11.205/test-tool/myjmeter:v1.0
    - 10.10.102.120:8443/testapp/myjmeter:v1.0
    sizeBytes: 842714693
  - names:
    - 10.1.11.205/k8s-deploy/bookdemo;sha256:e80a8011e56092ea1ac19f622984ff985e3d5ef7d7025b779743222a2eb0c8ab
    - 10.1.11.205/k8s-deploy/bookdemo:v5
    sizeBytes: 840693868
  - names:
    - 10.10.102.213:8443/cloudnevro-test/nephele;sha256:e53ccbb3397ce2da422d5b5644f178c3b65aacded64cdc9aeb997eb63689fbcd
    - 10.10.102.213:8443/cloudnevro-test/nephele:v1.0.0
    sizeBytes: 773951646
  - names:
    - 10.10.102.213:8443/cloudnevro-jxjk/nephele;sha256:c8a728f32113a22a2becf7b89b916de6d79dcfab2c51f43a75c4bf284b1f86c5
    - 10.10.102.213:8443/cloudnevro-jxjk/nephele:v1.0.0
    sizeBytes: 773943383
  - names:
    - 10.10.102.213:8443/cloudnevro-jxjk/nephele;sha256:8a8fd140e074a2a5da3ba64250a93cbb49e03830ace5562fed6d29ecd26a26f1
    sizeBytes: 773937443
  - names:
    - 10.10.102.213:8443/cloudnevro-jxjk/nephele;sha256:d6155d7d8db24b7b2e0a65052cd27b00bbc89c78ad4fc426bb694d45f2b2c187
    sizeBytes: 773927434
  - names:
    - 10.1.11.205/k8s-deploy-test2/nephele;sha256:8d345345366ed39c55b125eb4a343c375266b79e19608ee6d2221c0f380ca4b4
    sizeBytes: 772415391
  - names:
    - 10.1.11.205/k8s-deploy-test2/nephele;sha256:a0e9754459b2733cf7514aa0c0d318933f3335ca58b4a7153bb0f312b1a2ea47
    - 10.1.11.205/k8s-deploy-test2/nephele:v1.0.0
    sizeBytes: 772415336
  - names:
    - 10.1.11.205/k8s-deploy-test2/nephele;sha256:0b7baac8E4A3125161c342948729e995dbad086dd69e3cea21bbc4c4bbea731d
    sizeBytes: 772408699
  - names:
    - 10.1.11.205/practice/bookdemo;sha256:9c735080822acb751c0c48c56711b81fb33a3074247979db5cb5f63852af620e
    - 10.1.11.205/practice/bookdemo:v0.1
    sizeBytes: 769109585
  - names:
    - 10.1.11.205/k8s-deploy-test2/nephele;sha256:a7793d97feaafb76683dfca04cff48d4372f58ee5fd09062a105243ce5c8afaa
    sizeBytes: 759450360
  - names:
    - 10.1.11.205/k8s-deploy-test2/nephele;sha256:090bc396c88f2d3ffb8fba4d71fae95c62830002dd3620a290cb549e59abcb30
    sizeBytes: 759434977
  - names:
    - 10.1.11.205/k8s-deploy-test2/nginx-ingress-controller;sha256:f778a612096d158bcad7196f30099eaf3cbdf34780dcdbb618107ccd25e3647a
    - 10.10.102.120:8443/cloudmonitor/nginx-ingress-controller;sha256:f778a612096d158bcad7196f30099eaf3cbdf34780dcdbb618107ccd25e3647a
    - 10.1.11.205/k8s-deploy-test2/nginx-ingress-controller:0.24.1-hc3
    - 10.10.102.120:8443/cloudmonitor/nginx-ingress-controller:0.24.1-hc3
    sizeBytes: 690449615
  - names:
    - 10.1.11.205/k8s-deploy-test2/apm-es-server;sha256:85ba7f7ba225106797131c9dc428b35e18308b4edf12830717af3666f61a0690
    - 10.1.11.205/k8s-deploy-test2/apm-es-server:v1.0.0
    sizeBytes: 685758589
  - names:
    - 10.1.11.205/k8s-deploy-test2/apm-es-server;sha256:0295530a3b82a54200336841b741a69867fa4674ce7a8ae10130e3cbbd5a2669
    sizeBytes: 685758449
  - names:
    - 10.1.11.205/k8s-deploy-test2/apm-es-server;sha256:0a05d018f439b25033d3dc811c3f77f028c6c1e45f80641a5803248fea5c6924
    sizeBytes: 685758444
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    sizeBytes: 685758441
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    - 10.1.11.205/k8s-deploy-test2/apm-es-server;sha256:28a8abb342aacfdab7d948dd84681cb1cb9432473b662fc3bc81bd2100444a0b
    sizeBytes: 685758400
  - names:
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  nodeInfo:
    architecture: amd64
    bootID: 358c7056-d168-4ff9-af0e-84d1af398df8
    containerRuntimeVersion: docker://20.10.12
    kernelVersion: 3.10.0-693.el7.x86_64
    kubeProxyVersion: v1.18.1
    kubeletVersion: v1.18.1
    machineID: 8a33de0213194776a70fc54cd50c024e
    operatingSystem: linux
    osImage: CentOS Linux 7 (Core)
    systemUUID: 1B0D1242-F65D-310E-E70D-7731ABAE59F0
;, 0, 110, ;c8cac3c8-e229-40dc-93e5-219a372fc80e;, ;2022-01-07 03:08:02;, NULL);

mysql

分析;此时因为数据长度超过溢出阈值;发生了页溢出;从上图可以看出新增了2个溢出页<pages of uncompressed LOB>.

我们将这个条数据更新100次;每次更新仅更新yaml_content字段;且每次在原yaml_content字段后随机增加0-100个字符;然后分析ibd文件;结果如下;

mysql 分析;此时虽更新100次;但数据页<B-tree Node>并未增加;而溢出页<pages of uncompressed LOB>持续增加。

同时ibd文件大小已从177K增加到224K大小。

innodb

这个结果验证了之前的结论;也就是大的text字段更新时;将不会在原来的位置更新。而是会在写一个新值到一个新的空间;并且不会删除旧的值。

解决方案;

1、重建表

由于表记录持续频繁更新;表文件也持续增大;我们可以通过重建表来释放空间;可执行以下语句;

alter table k8s_node_status engine=InnoDB;

这个语句首先会建一张临时表;然后将旧表数据迁移到临时表;迁移完之后;使用临时表替换旧表;最后释放旧表空间。并且这个过程是Online的;即迁移过程中表依旧可供业务增删改查;不影响业务。

因为k8s_node_status表数据量比较小;这个重建过程耗时也是比较短;重建之后表文件从之前的1.8G减小到7M大小。

mysql

引擎下ibd文件过大的问题排查记录

该方案可作为一种临时方案;通过一个定时任务;每天/每周执行一次重建表过程;在表数据不大的情况下;重建过程对业务影响较小。

2、优化字段

对于数据比较大的text/blob/varchar字段;若字段不会频繁更新或不会更新;那么存储在mysql中没什么问题。若确实需要频繁更新;那么需要考虑这个字段是否需要存储这么长的字段;能否将字段长度保持在一定长度内;8089;;超出长度对字段进行截断。避免页溢出。

ref;

1、官方文档TABLES表说明MySQL :: MySQL 8.0 Reference Manual :: 26.3.38 The INFORMATION_SCHEMA TABLES Table

2、林晓斌;为什么表数据删掉一半;表文件大小不变?

3、MySQL技术内幕;InnoDB存储引擎;第四章

4、高性能MySQL

5、ibd文件分析工具;GitHub - SimonOrK/py_innodb_page_info_GUI: 查看mysql的ibd文件的工具;可以查看ibd文件中页的分布及类型等信息;本作品是重制版;添加了UI;并且支持中英文;添加了MYSQL8的新页类型。本作品只供学习交流使用;请勿用于商业用途查看mysql的ibd文件的工具;可以查看ibd文件中页的分布及类型等信息;本作品是重制版;添加了UI;并且支持中英文;添加了MYSQL8的新页类型。本作品只供学习交流使用;请勿用于商业用途 - GitHub - SimonOrK/py_innodb_page_info_GUI: 查看mysql的ibd文件的工具;可以查看ibd文件中页的分布及类型等信息;本作品是重制版;添加了UI;并且支持中英文;添加了MYSQL8的新页类型。本作品只供学习交流使用;请勿用于商业用途mysqlhttps://github.com/SimonOrK/py_innodb_page_info_GUI.git

 

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