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Refactor the soft delete design #3866

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merged 25 commits into from Mar 19, 2022

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@nisiyong nisiyong commented Aug 1, 2021

Which issue(s) this PR fixes:

Fixes #3700

Brief changelog

These CHANGES need to modify MySQL schemas. Upgrade Apollo with steps as follow:

  1. Execute the following SQL scripts to add the deletedAt column
    • scripts/sql/delta/v190-v200/apolloconfigdb-v190-v200.sql
    • scripts/sql/delta/v190-v200/apolloportaldb-v190-v200.sql
  2. Deploy apollo-configservice
  3. Deploy apollo-adminservice
  4. Deploy apollo-portal
  5. Execute the following SQL scripts to add the unique index
    • scripts/sql/delta/v190-v200/apolloconfigdb-v190-v200-after.sql
    • scripts/sql/delta/v190-v200/apolloportaldb-v190-v200-after.sql

If you were using Flyway manage your database schemas, upgrade Apollo with steps as follow:

  1. Execute the following maven commands to add the deletedAt column
    • mvn -N -Pconfigdb -Dflyway.target=2.0.0 flyway:migrate
    • mvn -N -Pportaldb -Dflyway.target=2.0.0 flyway:migrate
  2. Deploy apollo-configservice
  3. Deploy apollo-adminservice
  4. Deploy apollo-portal
  5. Execute the following maven commands to add the unique index
    • mvn -N -Pconfigdb flyway:migrate
    • mvn -N -Pportaldb flyway:migrate

Useful SQL scripts (Optional)

Scripts to check whether there is any duplicate data

Before you add unique index, you could use the following SQLs to check whether there are duplicate data in your database.

-- ApolloConfigDB data unique check 
select `AppId`,`Secret`,count(*) from `AccessKey` where `IsDeleted`=0 group by `AppId`,`Secret` having count(*) > 1;
select `AppId`,count(*) from `App` where `IsDeleted`=0 group by `AppId` having count(*) > 1;
select `AppId`,`Name`, count(*) from `AppNamespace` where `IsDeleted`=0 group by `AppId`,`Name` having count(*) > 1;
select `AppId`,`Name`,count(*) from `Cluster` where `IsDeleted`=0 group by `AppId`,`Name` having count(*) > 1;
select `AppId`,`ClusterName`,`NamespaceName`,count(*) from `Namespace` where `IsDeleted`=0 group by `AppId`,`ClusterName`,`NamespaceName` having count(*) > 1;
select `NamespaceId`,count(*) from `NamespaceLock` where `IsDeleted`=0 group by `NamespaceId` having count(*) > 1;
select `ReleaseKey`,count(*) from `Release` where `IsDeleted`=0 group by `ReleaseKey` having count(*) > 1;
select `Key`,`Cluster`,count(*) from `ServerConfig` where `IsDeleted`=0 group by `Key`,`Cluster` having count(*) > 1;

-- ApolloPortalDB data unique check 
select `AppId`,count(*) from `App` where `IsDeleted`=0 group by `AppId` having count(*) > 1;
select `AppId`,`Name`, count(*) from `AppNamespace` where `IsDeleted`=0 group by `AppId`,`Name` having count(*) > 1;
select `AppId`,count(*) from `Consumer` where `IsDeleted`=0 group by `AppId` having count(*) > 1;
select `ConsumerId`,`RoleId`,count(*) from `ConsumerRole` where `IsDeleted`=0 group by `ConsumerId`,`RoleId` having count(*) > 1;
select `Token`,count(*) from `ConsumerToken` where `IsDeleted`=0 group by `Token` having count(*) > 1;
select `UserId`,`AppId`,count(*) from `Favorite` where `IsDeleted`=0 group by `UserId`,`AppId` having count(*) > 1;
select `TargetId`,`PermissionType`,count(*) from `Permission` where `IsDeleted`=0 group by `TargetId`,`PermissionType` having count(*) > 1;
select `RoleName`,count(*) from `Role` where `IsDeleted`=0 group by `RoleName` having count(*) > 1;
select `RoleId`,`PermissionId`,count(*) from `RolePermission` where `IsDeleted`=0 group by `RoleId`,`PermissionId` having count(*) > 1;
select `Key`,count(*) from `ServerConfig` where `IsDeleted`=0 group by `Key` having count(*) > 1;
select `UserId`,`RoleId`,count(*) from `UserRole` where `IsDeleted`=0 group by `UserId`,`RoleId` having count(*) > 1;
select `Username`,count(*) from `Users` group by `Username` having count(*) > 1;

Scripts to rollback the unique indices

The following SQLs could rollback the unqiue indices if you want to degrade your application, and if you want to upgrade later, your could execute scripts/sql/delta/v190-v200/*-v190-v200-after.sql again.

-- Restore indices before 2.0.0 with ApolloConfigDB 
Use ApolloConfigDB;
ALTER TABLE `AccessKey`
    ADD INDEX `AppId` (`AppId`(191)),
    DROP INDEX `UK_AppId_Secret_DeletedAt`;
ALTER TABLE `App`
    ADD INDEX `AppId` (`AppId`(191)),
    DROP INDEX `UK_AppId_DeletedAt`;
ALTER TABLE `AppNamespace`
    ADD INDEX `IX_AppId` (`AppId`),
    DROP INDEX `UK_AppId_Name_DeletedAt`;
ALTER TABLE `Cluster`
    ADD INDEX `IX_AppId_Name` (`AppId`,`Name`),
    DROP INDEX `UK_AppId_Name_DeletedAt`;
ALTER TABLE `Namespace`
    ADD INDEX `AppId_ClusterName_NamespaceName` (`AppId`(191),`ClusterName`(191),`NamespaceName`(191)),
    DROP INDEX `UK_AppId_ClusterName_NamespaceName_DeletedAt`;
ALTER TABLE `NamespaceLock`
    ADD UNIQUE INDEX `IX_NamespaceId` (`NamespaceId`),
    DROP INDEX`UK_NamespaceId_DeletedAt`;
ALTER TABLE `Release`
    ADD INDEX `IX_ReleaseKey` (`ReleaseKey`),
    DROP INDEX `UK_ReleaseKey_DeletedAt`;
ALTER TABLE `ServerConfig`
    ADD INDEX `IX_Key` (`Key`),
    DROP INDEX `UK_Key_Cluster_DeletedAt`;

-- Restore indices before 2.0.0 with ApolloPortalDB
Use ApolloPortalDB;
ALTER TABLE `App`
    ADD INDEX `AppId` (`AppId`(191)),
    DROP INDEX `UK_AppId_DeletedAt`;
ALTER TABLE `AppNamespace`
    ADD INDEX `IX_AppId` (`AppId`),
    DROP INDEX `UK_AppId_Name_DeletedAt`;
ALTER TABLE `Consumer`
    ADD INDEX `AppId` (`AppId`(191)),
    DROP INDEX `UK_AppId_DeletedAt`;
ALTER TABLE `ConsumerRole`
    ADD INDEX `IX_ConsumerId_RoleId` (`ConsumerId`,`RoleId`),
    DROP INDEX `UK_ConsumerId_RoleId_DeletedAt`;
ALTER TABLE `ConsumerToken`
    ADD UNIQUE INDEX `IX_Token` (`Token`),
    DROP INDEX `UK_Token_DeletedAt`;
ALTER TABLE `Favorite`
    ADD INDEX `IX_UserId` (`UserId`),
    DROP INDEX `UK_UserId_AppId_DeletedAt`;
ALTER TABLE `Permission`
    ADD INDEX `IX_TargetId_PermissionType` (`TargetId`(191),`PermissionType`),
    DROP INDEX `UK_TargetId_PermissionType_DeletedAt`;
ALTER TABLE `Role`
    ADD INDEX `IX_RoleName` (`RoleName`(191)),
    DROP INDEX `UK_RoleName_DeletedAt`;
ALTER TABLE `RolePermission`
    ADD INDEX `IX_RoleId` (`RoleId`),
    DROP INDEX `UK_RoleId_PermissionId_DeletedAt`;
ALTER TABLE `ServerConfig`
    ADD INDEX `IX_Key` (`Key`),
    DROP INDEX `UK_Key_DeletedAt`;
ALTER TABLE `UserRole`
    ADD INDEX `IX_UserId_RoleId` (`UserId`,`RoleId`),
    DROP INDEX `UK_UserId_RoleId_DeletedAt`;
ALTER TABLE `Users`
    DROP INDEX `UK_Username`;

Follow this checklist to help us incorporate your contribution quickly and easily:

  • Read the Contributing Guide before making this pull request.
  • Write a pull request description that is detailed enough to understand what the pull request does, how, and why.
  • Write necessary unit tests to verify the code.
  • Run mvn clean test to make sure this pull request doesn't break anything.
  • Update the CHANGES log.

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codecov-commenter commented Aug 9, 2021

Codecov Report

Merging #3866 (25616e6) into master (b1aba93) will increase coverage by 0.01%.
The diff coverage is 0.00%.

@@             Coverage Diff              @@
##             master    #3866      +/-   ##
============================================
+ Coverage     52.54%   52.56%   +0.01%     
- Complexity     2633     2635       +2     
============================================
  Files           486      488       +2     
  Lines         15244    15253       +9     
  Branches       1577     1577              
============================================
+ Hits           8010     8017       +7     
- Misses         6678     6682       +4     
+ Partials        556      554       -2     
Impacted Files Coverage Δ
...m/ctrip/framework/apollo/biz/entity/AccessKey.java 58.33% <ø> (ø)
...a/com/ctrip/framework/apollo/biz/entity/Audit.java 52.94% <ø> (ø)
...com/ctrip/framework/apollo/biz/entity/Cluster.java 58.82% <ø> (ø)
.../com/ctrip/framework/apollo/biz/entity/Commit.java 5.55% <ø> (ø)
...p/framework/apollo/biz/entity/GrayReleaseRule.java 100.00% <ø> (ø)
...va/com/ctrip/framework/apollo/biz/entity/Item.java 88.88% <ø> (ø)
...m/ctrip/framework/apollo/biz/entity/Namespace.java 61.11% <ø> (ø)
...m/ctrip/framework/apollo/biz/entity/Privilege.java 8.33% <ø> (ø)
...com/ctrip/framework/apollo/biz/entity/Release.java 82.14% <ø> (ø)
...ip/framework/apollo/biz/entity/ReleaseHistory.java 72.41% <ø> (ø)
... and 18 more

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@nisiyong
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nisiyong commented Aug 9, 2021

All checks have passed!!! Unbelievable! I almost gave up.😂😂😂

@nobodyiam
I have fixed the CI, you could take a look first.
Next, we should sort out the UNIQUE INDEX. Good night.

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All checks have passed!!! Unbelievable! I almost gave up.😂😂😂

@nobodyiam
I have fixed the CI, you could take a look first.
Next, we should sort out the UNIQUE INDEX. Good night.

Congratulations! This is a remarkable milestone achieved!
BTW, it seems com.ctrip.framework.apollo.common.jpa.H2Function is only used in tests so we could move it to test package?

@nisiyong
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BTW, it seems com.ctrip.framework.apollo.common.jpa.H2Function is only used in tests so we could move it to test package?

As another module use this Class, we can't move it to the test package in apollo-common.

if you insist, we have two options:

  • Duplicate this Class in each module test package.
  • Create a new module apollo-test, move this class in this module, and another module depend on this module with test scope.
    <dependency>
        <groupId>com.ctrip.framework.apollo</groupId>
        <artifactId>apollo-test</artifactId>
        <scope>test</scope>
    </dependency>

Cause only one class, I prefer to keep it in main package.

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BTW, it seems com.ctrip.framework.apollo.common.jpa.H2Function is only used in tests so we could move it to test package?

As another module use this Class, we can't move it to the test package in apollo-common.

if you insist, we have two options:

  • Duplicate this Class in each module test package.
  • Create a new module apollo-test, move this class in this module, and another module depend on this module with test scope.
    <dependency>
        <groupId>com.ctrip.framework.apollo</groupId>
        <artifactId>apollo-test</artifactId>
        <scope>test</scope>
    </dependency>
    

Cause only one class, I prefer to keep it in main package.

Thanks for the explanation, I think it's ok to leave it in apollo-common module.

@nobodyiam nobodyiam added this to the 1.10.0 milestone Aug 21, 2021
@nisiyong nisiyong removed the request for review from kezhenxu94 September 4, 2021 02:28
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@nisiyong would you please also update the CHANGES.md?
@apolloconfig/committers This is a big pull request but I think it's very important as it solves the long-standing problem that we can't apply unique index due to soft delete mechanism. Please help to review and share your idea, thx!

@nisiyong nisiyong changed the title WIP: Refactor the soft delete design Refactor the soft delete design Sep 4, 2021
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nisiyong commented Sep 5, 2021

After completing the unique index DDL, this PR now is ready. Thanks @nobodyiam give me a lot of suggestions.
Cause this PR will bring an important mechanism, I hope some of @apolloconfig/committers could review it.
Issue #3700 could show you the full design, and this PR description shows how to upgrade apollo.

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nobodyiam commented Sep 5, 2021

I exported the demo site data(access code: yu77) and tried to verify the upgrade steps. However, I met 2 errors when applying the apolloconfigdb-v1_9_0-v1_10_0-after.sql. We need to take a look and see how we can prevent these errors in real production environment.

  1. Duplicate entry 'SampleApp-default-TEST1.kkk-20190227165728-eef1805d89d606f5-0' for key 'UK_AppId_ClusterName_NamespaceName_BranchName_DeletedAt'
    It seems there are some dirty data existing for gray release rules

select AppId, ClusterName, NamespaceName, BranchName from GrayReleaseRule group by AppId, ClusterName, NamespaceName, BranchName, DeletedAt having count(1) > 1;

image

image

image

Notice we use the findTopByXXX query in the programs, which explains why it still work with these dirty data.
image

  1. Duplicate entry '4118--0' for key 'UK_NamespaceId_Key_DeletedAt'
    the configuration data has 2 items with key as empty string, which looks like the designed behavior...
    image
    image

Besides the empty key items, there are also some dirty data existing for items:

select NamespaceId, Key, DeletedAt, count(1) from Item where Key != '' group by NamespaceId, Key, DeletedAt having count(1) > 1

image

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nisiyong commented Sep 5, 2021

  1. Duplicate entry 'SampleApp-default-TEST1.kkk-20190227165728-eef1805d89d606f5-0' for key 'UK_AppId_ClusterName_NamespaceName_BranchName_DeletedAt'

In this case, we can find another DML to repair the duplicate dirty data. If it is difficult to do, we can temporarily give up adding a unique index for this table, due to the application logic layer adatping this case.

  1. Duplicate entry '4118--0' for key 'UK_NamespaceId_Key_DeletedAt'

Because empty key is reasonable, I think maybe the unique index should consider the LineNum column.

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  1. Duplicate entry 'SampleApp-default-TEST1.kkk-20190227165728-eef1805d89d606f5-0' for key 'UK_AppId_ClusterName_NamespaceName_BranchName_DeletedAt'

In this case, we can find another DML to repair the duplicate dirty data. If it is difficult to do, we can temporarily give up adding a unique index for this table, due to the application logic layer adatping this case.

Maybe we could write a program to fix these dirty data? Before the user applies the apolloconfigdb-v1_9_0-v1_10_0-after.sql?

  1. Duplicate entry '4118--0' for key 'UK_NamespaceId_Key_DeletedAt'

Because empty key is reasonable, I think maybe the unique index should consider the LineNum column.

Yeah, this sounds reasonable.

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nisiyong commented Sep 21, 2021

Duplicate entry 'SampleApp-default-TEST1.kkk-20190227165728-eef1805d89d606f5-0' for key 'UK_AppId_ClusterName_NamespaceName_BranchName_DeletedAt'

@nobodyiam
Shall we consider add the ReleaseId field in unique keys on this table GrayReleaseRule?

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nisiyong commented Sep 21, 2021

Post some SQLs to check unique data before upgrade.

-- ApolloConfigDB data unique check 
select `AppId`,`Secret`,count(*) from `AccessKey` where `IsDeleted`=0 group by `AppId`,`Secret` having count(*) > 1;
select `AppId`,count(*) from `App` where `IsDeleted`=0 group by `AppId` having count(*) > 1;
select `AppId`,`Name`, count(*) from `AppNamespace` where `IsDeleted`=0 group by `AppId`,`Name` having count(*) > 1;
select `AppId`,`Name`,count(*) from `Cluster` where `IsDeleted`=0 group by `AppId`,`Name` having count(*) > 1;
select `AppId`,`ClusterName`,`NamespaceName`,count(*) from `Namespace` where `IsDeleted`=0 group by `AppId`,`ClusterName`,`NamespaceName` having count(*) > 1;
select `NamespaceId`,count(*) from `NamespaceLock` where `IsDeleted`=0 group by `NamespaceId` having count(*) > 1;
select `ReleaseKey`,count(*) from `Release` where `IsDeleted`=0 group by `ReleaseKey` having count(*) > 1;
select `Key`,`Cluster`,count(*) from `ServerConfig` where `IsDeleted`=0 group by `Key`,`Cluster` having count(*) > 1;

-- ApolloPortalDB data unique check 
select `AppId`,count(*) from `App` where `IsDeleted`=0 group by `AppId` having count(*) > 1;
select `AppId`,`Name`, count(*) from `AppNamespace` where `IsDeleted`=0 group by `AppId`,`Name` having count(*) > 1;
select `AppId`,count(*) from `Consumer` where `IsDeleted`=0 group by `AppId` having count(*) > 1;
select `ConsumerId`,`RoleId`,count(*) from `ConsumerRole` where `IsDeleted`=0 group by `ConsumerId`,`RoleId` having count(*) > 1;
select `Token`,count(*) from `ConsumerToken` where `IsDeleted`=0 group by `Token` having count(*) > 1;
select `UserId`,`AppId`,count(*) from `Favorite` where `IsDeleted`=0 group by `UserId`,`AppId` having count(*) > 1;
select `TargetId`,`PermissionType`,count(*) from `Permission` where `IsDeleted`=0 group by `TargetId`,`PermissionType` having count(*) > 1;
select `RoleName`,count(*) from `Role` where `IsDeleted`=0 group by `RoleName` having count(*) > 1;
select `RoleId`,`PermissionId`,count(*) from `RolePermission` where `IsDeleted`=0 group by `RoleId`,`PermissionId` having count(*) > 1;
select `Key`,count(*) from `ServerConfig` where `IsDeleted`=0 group by `Key` having count(*) > 1;
select `UserId`,`RoleId`,count(*) from `UserRole` where `IsDeleted`=0 group by `UserId`,`RoleId` having count(*) > 1;
select `Username`,count(*) from `Users` where `IsDeleted`=0 group by `Username` having count(*) > 1;

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Duplicate entry 'SampleApp-default-TEST1.kkk-20190227165728-eef1805d89d606f5-0' for key 'UK_AppId_ClusterName_NamespaceName_BranchName_DeletedAt'

@nobodyiam
Shall we consider add the ReleaseId field in unique keys on this table GrayReleaseRule?

I think adding a ReleaseId field in unique keys doesn't make much sense. As one gray release(AppId+ClusterName+NamespaceName+BranchName) would only target for one releaseId. If there are 2 releaseid for one gray release, only one will be effective.

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Maybe we could write a program to fix these dirty data?

We can do this, but where to trigger this logic when the user upgrades apollo.

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@nobodyiam

I have removed the unique index on tables Item and GrayReleaseRule, and also update SQL scripts for docker-quick-stark and flyway. Please take a look.

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This looks great to me!
BTW, shall we also add some upgrade instructions for those flyway users in this pr's changelog? e.g. first migrate to 2.0.0 and then after services are deployed, migrate to 2.0.1? It looks like this could be achieved by mvn -N -Pportaldb -Dflyway.target=2.0.0 flyway:migrate but I haven't verified it.

@nisiyong nisiyong requested a review from nobodyiam March 14, 2022 14:16
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mvn -N -Pportaldb -Dflyway.target=2.0.0 flyway:migrate

I test the flyway.target option in my local MySQL with an empty schema. It works fine! And the Flyway changelog has been updated. Please take a look.

Also provide my local console output log for you, if you need it.

➜  apollo git:(refactor-soft-delete) mvn -N -Pportaldb -Dflyway.target=2.0.0 flyway:migrate
Running `/Users/nisiyong/CodeProjects/apollo/mvnw`...
[INFO] Scanning for projects...
[INFO] 
[INFO] -----------------< com.ctrip.framework.apollo:apollo >------------------
[INFO] Building Apollo 2.0.0-SNAPSHOT
[INFO] --------------------------------[ pom ]---------------------------------
[INFO] 
[INFO] --- flyway-maven-plugin:5.2.4:migrate (default-cli) @ apollo ---
[INFO] Flyway Community Edition 5.2.4 by Boxfuse
[INFO] Database: jdbc:mysql://localhost:3306 (MySQL 5.7)
[INFO] Creating schema `ApolloPortalDB` ...
[INFO] Creating Schema History table: `ApolloPortalDB`.`flyway_schema_history`
[INFO] Current version of schema `ApolloPortalDB`: null
[INFO] Migrating schema `ApolloPortalDB` to version 1.0.0 - initialization
[WARNING] DB: Changing sql mode 'NO_AUTO_CREATE_USER' is deprecated. It will be removed in a future release. (SQL State: HY000 - Error Code: 3090)
[WARNING] DB: Changing sql mode 'NO_AUTO_CREATE_USER' is deprecated. It will be removed in a future release. (SQL State: HY000 - Error Code: 3090)
[INFO] Migrating schema `ApolloPortalDB` to version 1.1.1 - extend appId
[INFO] Migrating schema `ApolloPortalDB` to version 1.1.2 - extend username
[INFO] Migrating schema `ApolloPortalDB` to version 1.1.3 - add preferred username
[INFO] Migrating schema `ApolloPortalDB` to version 1.1.4 - delegating-password-encoder
[INFO] Migrating schema `ApolloPortalDB` to version 1.1.5 - jdbc-session
[INFO] Migrating schema `ApolloPortalDB` to version 2.0.0 - add-column-deletedat
[INFO] Successfully applied 7 migrations to schema `ApolloPortalDB` (execution time 00:01.445s)
[INFO] ------------------------------------------------------------------------
[INFO] BUILD SUCCESS
[INFO] ------------------------------------------------------------------------
[INFO] Total time: 2.565 s
[INFO] Finished at: 2022-03-14T23:30:03+08:00
[INFO] ------------------------------------------------------------------------
➜  apollo git:(refactor-soft-delete) mvn -N -Pportaldb flyway:migrate                      
Running `/Users/nisiyong/CodeProjects/apollo/mvnw`...
[INFO] Scanning for projects...
[INFO] 
[INFO] -----------------< com.ctrip.framework.apollo:apollo >------------------
[INFO] Building Apollo 2.0.0-SNAPSHOT
[INFO] --------------------------------[ pom ]---------------------------------
[INFO] 
[INFO] --- flyway-maven-plugin:5.2.4:migrate (default-cli) @ apollo ---
[INFO] Flyway Community Edition 5.2.4 by Boxfuse
[INFO] Database: jdbc:mysql://localhost:3306 (MySQL 5.7)
[INFO] Successfully validated 9 migrations (execution time 00:00.077s)
[INFO] Current version of schema `ApolloPortalDB`: 2.0.0
[INFO] Migrating schema `ApolloPortalDB` to version 2.0.1 - add-unique-key
[INFO] Successfully applied 1 migration to schema `ApolloPortalDB` (execution time 00:00.255s)
[INFO] ------------------------------------------------------------------------
[INFO] BUILD SUCCESS
[INFO] ------------------------------------------------------------------------
[INFO] Total time: 1.455 s
[INFO] Finished at: 2022-03-14T23:30:16+08:00
[INFO] ------------------------------------------------------------------------

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This looks great to me!
As this is a major change, I think it's better to have another approval.

@nisiyong nisiyong requested review from a team and removed request for JaredTan95 March 15, 2022 03:46
nobodyiam
nobodyiam previously approved these changes Mar 16, 2022
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LGTM

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@Anilople @lepdou
Do you have time to help with a review recently?

lepdou
lepdou previously approved these changes Mar 17, 2022
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@nisiyong @nobodyiam

I have reviewed all changes. I checked as follows:

  1. upgrade steps
  2. all table's unique key
  3. all delete method has updated deleteAt field

It's great and look good to me.

@lepdou lepdou dismissed stale reviews from nobodyiam and themself via 25616e6 March 17, 2022 10:46
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ready to merge

@nobodyiam nobodyiam merged commit 0223121 into apolloconfig:master Mar 19, 2022
@github-actions github-actions bot locked and limited conversation to collaborators Mar 19, 2022
@nisiyong nisiyong deleted the refactor-soft-delete branch March 19, 2022 09:49
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nisiyong commented Apr 5, 2022

@nobodyiam

I just added some useful SQL scripts to the PR description for users who might need them when upgrading Apollo. Please take a look.

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@nisiyong looks great!

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Refactor the soft delete design to support unique constraint index
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