diff --git a/.github/workflows/integration.yml b/.github/workflows/integration.yml
index 6a17098da..10865fcec 100644
--- a/.github/workflows/integration.yml
+++ b/.github/workflows/integration.yml
@@ -17,7 +17,7 @@ jobs:
       - name: Set up Go
         uses: actions/setup-go@v2
         with:
-          go-version: 1.19
+          go-version: 1.20.2
 
       - name: Test
         run: go test ./...
@@ -32,7 +32,7 @@ jobs:
       - name: Set up Go
         uses: actions/setup-go@v2
         with:
-          go-version: 1.19
+          go-version: 1.20.2
 
       - name: Test
         run: go test ./... -race
@@ -47,7 +47,7 @@ jobs:
       - name: Set up Go
         uses: actions/setup-go@v2
         with:
-          go-version: 1.19
+          go-version: 1.20.2
 
       - name: Fetch PD
         uses: shrink/actions-docker-extract@v1
@@ -89,7 +89,7 @@ jobs:
       - name: Set up Go
         uses: actions/setup-go@v2
         with:
-          go-version: 1.19
+          go-version: 1.20.2
 
       - name: Fetch PD
         uses: shrink/actions-docker-extract@v1
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 6ad905074..fbc285cf4 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -15,7 +15,7 @@ jobs:
     - name: Set up Go
       uses: actions/setup-go@v2
       with:
-        go-version: 1.19
+        go-version: 1.20.2
 
     - name: Test
       run: go test ./...
@@ -28,7 +28,7 @@ jobs:
     - name: Set up Go
       uses: actions/setup-go@v2
       with:
-        go-version: 1.19
+        go-version: 1.20.2
 
     - name: Test with race
       run: go test -race ./...
@@ -42,7 +42,7 @@ jobs:
       - name: Set up Go
         uses: actions/setup-go@v2
         with:
-          go-version: 1.19
+          go-version: 1.20.2
 
       - name: Lint
         uses: golangci/golangci-lint-action@v3
diff --git a/examples/gcworker/go.mod b/examples/gcworker/go.mod
index 1a2348df1..87a6f233c 100644
--- a/examples/gcworker/go.mod
+++ b/examples/gcworker/go.mod
@@ -1,6 +1,6 @@
 module gcworker
 
-go 1.19
+go 1.20
 
 require github.com/tikv/client-go/v2 v2.0.0
 
diff --git a/examples/rawkv/go.mod b/examples/rawkv/go.mod
index ce3b5fb8e..6ea517033 100644
--- a/examples/rawkv/go.mod
+++ b/examples/rawkv/go.mod
@@ -1,6 +1,6 @@
 module rawkv
 
-go 1.19
+go 1.20
 
 require github.com/tikv/client-go/v2 v2.0.0
 
diff --git a/examples/txnkv/1pc_txn/go.mod b/examples/txnkv/1pc_txn/go.mod
index 8fa5bc66e..29e137b8e 100644
--- a/examples/txnkv/1pc_txn/go.mod
+++ b/examples/txnkv/1pc_txn/go.mod
@@ -1,6 +1,6 @@
 module 1pc_txn
 
-go 1.19
+go 1.20
 
 require github.com/tikv/client-go/v2 v2.0.0
 
diff --git a/examples/txnkv/async_commit/go.mod b/examples/txnkv/async_commit/go.mod
index f69fd114c..df388f3eb 100644
--- a/examples/txnkv/async_commit/go.mod
+++ b/examples/txnkv/async_commit/go.mod
@@ -1,6 +1,6 @@
 module async_commit
 
-go 1.19
+go 1.20
 
 require github.com/tikv/client-go/v2 v2.0.0
 
diff --git a/examples/txnkv/delete_range/go.mod b/examples/txnkv/delete_range/go.mod
index d1ac1e950..feba0cced 100644
--- a/examples/txnkv/delete_range/go.mod
+++ b/examples/txnkv/delete_range/go.mod
@@ -1,6 +1,6 @@
 module delete_range
 
-go 1.19
+go 1.20
 
 require github.com/tikv/client-go/v2 v2.0.0
 
diff --git a/examples/txnkv/go.mod b/examples/txnkv/go.mod
index 17e459fe9..fd7ad964f 100644
--- a/examples/txnkv/go.mod
+++ b/examples/txnkv/go.mod
@@ -1,6 +1,6 @@
 module txnkv
 
-go 1.19
+go 1.20
 
 require github.com/tikv/client-go/v2 v2.0.0
 
diff --git a/examples/txnkv/pessimistic_txn/go.mod b/examples/txnkv/pessimistic_txn/go.mod
index be89291ba..d504598cf 100644
--- a/examples/txnkv/pessimistic_txn/go.mod
+++ b/examples/txnkv/pessimistic_txn/go.mod
@@ -1,6 +1,6 @@
 module pessimistic_txn
 
-go 1.19
+go 1.20
 
 require github.com/tikv/client-go/v2 v2.0.0
 
diff --git a/examples/txnkv/unsafedestoryrange/go.mod b/examples/txnkv/unsafedestoryrange/go.mod
index 144a2ff66..81fa60e34 100644
--- a/examples/txnkv/unsafedestoryrange/go.mod
+++ b/examples/txnkv/unsafedestoryrange/go.mod
@@ -1,6 +1,6 @@
 module unsafedestoryrange
 
-go 1.19
+go 1.20
 
 require github.com/tikv/client-go/v2 v2.0.0
 
diff --git a/go.mod b/go.mod
index da5322ae3..9d88b2185 100644
--- a/go.mod
+++ b/go.mod
@@ -1,6 +1,6 @@
 module github.com/tikv/client-go/v2
 
-go 1.19
+go 1.20
 
 require (
 	github.com/cznic/mathutil v0.0.0-20181122101859-297441e03548
diff --git a/integration_tests/go.mod b/integration_tests/go.mod
index d74d58b87..1938ae0fc 100644
--- a/integration_tests/go.mod
+++ b/integration_tests/go.mod
@@ -1,24 +1,25 @@
 module integration_tests
 
-go 1.19
+go 1.20
 
 require (
 	github.com/ninedraft/israce v0.0.3
 	github.com/pingcap/errors v0.11.5-0.20221009092201-b66cddb77c32
 	github.com/pingcap/failpoint v0.0.0-20220801062533-2eaa32854a6c
 	github.com/pingcap/kvproto v0.0.0-20230530111525-e4919c190b46
-	github.com/pingcap/tidb v1.1.0-beta.0.20230428082552-991d99c1e0b9
+	github.com/pingcap/tidb v1.1.0-beta.0.20230613044126-1dd16717fefb
 	github.com/pkg/errors v0.9.1
-	github.com/stretchr/testify v1.8.2
+	github.com/stretchr/testify v1.8.4
 	github.com/tidwall/gjson v1.14.1
-	github.com/tikv/client-go/v2 v2.0.8-0.20230427065546-c619a504747d
+	github.com/tikv/client-go/v2 v2.0.8-0.20230605085112-28247160f497
 	github.com/tikv/pd/client v0.0.0-20230608061541-026ddf08a351
 	go.uber.org/goleak v1.2.1
 )
 
 require (
-	github.com/BurntSushi/toml v1.2.1 // indirect
-	github.com/benbjohnson/clock v1.3.0 // indirect
+	github.com/Azure/go-ntlmssp v0.0.0-20221128193559-754e69321358 // indirect
+	github.com/BurntSushi/toml v1.3.0 // indirect
+	github.com/benbjohnson/clock v1.3.5 // indirect
 	github.com/beorn7/perks v1.0.1 // indirect
 	github.com/cespare/xxhash/v2 v2.2.0 // indirect
 	github.com/cockroachdb/errors v1.8.1 // indirect
@@ -35,6 +36,8 @@ require (
 	github.com/davecgh/go-spew v1.1.1 // indirect
 	github.com/dgryski/go-farm v0.0.0-20200201041132-a6ae2369ad13 // indirect
 	github.com/elastic/gosigar v0.14.2 // indirect
+	github.com/go-asn1-ber/asn1-ber v1.5.4 // indirect
+	github.com/go-ldap/ldap/v3 v3.4.4 // indirect
 	github.com/go-ole/go-ole v1.2.6 // indirect
 	github.com/gogo/protobuf v1.3.2 // indirect
 	github.com/golang/glog v1.1.1 // indirect
@@ -43,7 +46,8 @@ require (
 	github.com/google/btree v1.1.2 // indirect
 	github.com/google/uuid v1.3.0 // indirect
 	github.com/grpc-ecosystem/go-grpc-middleware v1.3.0 // indirect
-	github.com/klauspost/compress v1.15.13 // indirect
+	github.com/influxdata/tdigest v0.0.1 // indirect
+	github.com/klauspost/compress v1.16.5 // indirect
 	github.com/klauspost/cpuid v1.3.1 // indirect
 	github.com/kr/pretty v0.3.1 // indirect
 	github.com/kr/text v0.2.0 // indirect
@@ -59,18 +63,18 @@ require (
 	github.com/pingcap/goleveldb v0.0.0-20191226122134-f82aafb29989 // indirect
 	github.com/pingcap/log v1.1.1-0.20230317032135-a0d097d16e22 // indirect
 	github.com/pingcap/sysutil v1.0.1-0.20230407040306-fb007c5aff21 // indirect
-	github.com/pingcap/tidb/parser v0.0.0-20230321033041-8ba2035203f7 // indirect
-	github.com/pingcap/tipb v0.0.0-20230427024529-aed92caf20b9 // indirect
+	github.com/pingcap/tidb/parser v0.0.0-20230613044126-1dd16717fefb // indirect
+	github.com/pingcap/tipb v0.0.0-20230602100112-acb7942db1ca // indirect
 	github.com/pmezard/go-difflib v1.0.0 // indirect
 	github.com/power-devops/perfstat v0.0.0-20221212215047-62379fc7944b // indirect
 	github.com/prometheus/client_golang v1.15.1 // indirect
-	github.com/prometheus/client_model v0.3.0 // indirect
-	github.com/prometheus/common v0.42.0 // indirect
-	github.com/prometheus/procfs v0.9.0 // indirect
-	github.com/remyoudompheng/bigfft v0.0.0-20220927061507-ef77025ab5aa // indirect
-	github.com/rogpeppe/go-internal v1.9.0 // indirect
-	github.com/shirou/gopsutil/v3 v3.23.3 // indirect
-	github.com/shoenig/go-m1cpu v0.1.5 // indirect
+	github.com/prometheus/client_model v0.4.0 // indirect
+	github.com/prometheus/common v0.44.0 // indirect
+	github.com/prometheus/procfs v0.10.1 // indirect
+	github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec // indirect
+	github.com/rogpeppe/go-internal v1.10.0 // indirect
+	github.com/shirou/gopsutil/v3 v3.23.5 // indirect
+	github.com/shoenig/go-m1cpu v0.1.6 // indirect
 	github.com/spf13/pflag v1.0.5 // indirect
 	github.com/tiancaiamao/gp v0.0.0-20221230034425-4025bc8a4d4a // indirect
 	github.com/tidwall/match v1.1.1 // indirect
@@ -80,20 +84,21 @@ require (
 	github.com/twmb/murmur3 v1.1.6 // indirect
 	github.com/uber/jaeger-client-go v2.30.0+incompatible // indirect
 	github.com/uber/jaeger-lib v2.4.1+incompatible // indirect
-	github.com/yusufpapurcu/wmi v1.2.2 // indirect
+	github.com/yusufpapurcu/wmi v1.2.3 // indirect
 	go.etcd.io/etcd/api/v3 v3.5.2 // indirect
 	go.etcd.io/etcd/client/pkg/v3 v3.5.2 // indirect
 	go.etcd.io/etcd/client/v3 v3.5.2 // indirect
 	go.uber.org/atomic v1.11.0 // indirect
 	go.uber.org/multierr v1.11.0 // indirect
 	go.uber.org/zap v1.24.0 // indirect
-	golang.org/x/exp v0.0.0-20221023144134-a1e5550cf13e // indirect
+	golang.org/x/crypto v0.9.0 // indirect
+	golang.org/x/exp v0.0.0-20230519143937-03e91628a987 // indirect
 	golang.org/x/net v0.10.0 // indirect
 	golang.org/x/sync v0.2.0 // indirect
 	golang.org/x/sys v0.8.0 // indirect
 	golang.org/x/text v0.9.0 // indirect
 	golang.org/x/time v0.3.0 // indirect
-	golang.org/x/tools v0.9.1 // indirect
+	golang.org/x/tools v0.9.3 // indirect
 	google.golang.org/genproto v0.0.0-20230410155749-daa745c078e1 // indirect
 	google.golang.org/grpc v1.54.0 // indirect
 	google.golang.org/protobuf v1.30.0 // indirect
@@ -102,3 +107,5 @@ require (
 )
 
 replace github.com/tikv/client-go/v2 => ../
+
+replace github.com/go-ldap/ldap/v3 => github.com/YangKeao/ldap/v3 v3.4.5-0.20230421065457-369a3bab1117
diff --git a/integration_tests/go.sum b/integration_tests/go.sum
index 6e2d28c76..f26a4d433 100644
--- a/integration_tests/go.sum
+++ b/integration_tests/go.sum
@@ -6,13 +6,16 @@ cloud.google.com/go/compute/metadata v0.2.3 h1:mg4jlk7mCAj6xXp9UJ4fjI9VUI5rubuGB
 cloud.google.com/go/iam v0.13.0 h1:+CmB+K0J/33d0zSQ9SlFWUeCCEn5XJA0ZMZ3pHE9u8k=
 cloud.google.com/go/storage v1.30.1 h1:uOdMxAs8HExqBlnLtnQyP0YkvbiDpdGShGKtx6U/oNM=
 github.com/AndreasBriese/bbloom v0.0.0-20190306092124-e2d15f34fcf9/go.mod h1:bOvUY6CB00SOBii9/FifXqc0awNKxLFCL/+pkDPuyl8=
-github.com/Azure/azure-sdk-for-go/sdk/azcore v0.20.0 h1:KQgdWmEOmaJKxaUUZwHAYh12t+b+ZJf8q3friycK1kA=
-github.com/Azure/azure-sdk-for-go/sdk/azidentity v0.12.0 h1:VBvHGLJbaY0+c66NZHdS9cgjHVYSH6DDa0XJMyrblsI=
-github.com/Azure/azure-sdk-for-go/sdk/internal v0.8.1 h1:BUYIbDf/mMZ8945v3QkG3OuqGVyS4Iek0AOLwdRAYoc=
-github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v0.2.0 h1:62Ew5xXg5UCGIXDOM7+y4IL5/6mQJq1nenhBCJAeGX8=
+github.com/Azure/azure-sdk-for-go/sdk/azcore v1.6.0 h1:8kDqDngH+DmVBiCtIjCFTGa7MBnsIOkF9IccInFEbjk=
+github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.1.0 h1:QkAcEIAKbNL4KoFr4SathZPhDhF4mVwpBMFlYjyAqy8=
+github.com/Azure/azure-sdk-for-go/sdk/internal v1.3.0 h1:sXr+ck84g/ZlZUOZiNELInmMgOsuGwdjjVkEIde0OtY=
+github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.0.0 h1:u/LLAOFgsMv7HmNL4Qufg58y+qElGOt5qv0z1mURkRY=
+github.com/Azure/go-ntlmssp v0.0.0-20221128193559-754e69321358 h1:mFRzDkZVAjdal+s7s0MwaRv9igoPqLRdzOLzw/8Xvq8=
+github.com/Azure/go-ntlmssp v0.0.0-20221128193559-754e69321358/go.mod h1:chxPXzSsl7ZWRAuOIE23GDNzjWuZquvFlgA8xmpunjU=
+github.com/AzureAD/microsoft-authentication-library-for-go v0.5.1 h1:BWe8a+f/t+7KY7zH2mqygeUD0t8hNFXe08p1Pb3/jKE=
 github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
-github.com/BurntSushi/toml v1.2.1 h1:9F2/+DoOYIOksmaJFPw1tGFy1eDnIJXg+UHjuD8lTak=
-github.com/BurntSushi/toml v1.2.1/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbicEuybxQ=
+github.com/BurntSushi/toml v1.3.0 h1:Ws8e5YmnrGEHzZEzg0YvK/7COGYtTC5PbaH9oSSbgfA=
+github.com/BurntSushi/toml v1.3.0/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbicEuybxQ=
 github.com/CloudyKit/fastprinter v0.0.0-20170127035650-74b38d55f37a/go.mod h1:EFZQ978U7x8IRnstaskI3IysnWY5Ao3QgZUKOXlsAdw=
 github.com/CloudyKit/jet v2.1.3-0.20180809161101-62edd43e4f88+incompatible/go.mod h1:HPYO+50pSWkPoj9Q/eq0aRGByCL6ScRlUmiEX5Zgm+w=
 github.com/DataDog/zstd v1.4.5 h1:EndNeuB0l9syBZhut0wns3gV1hL8zX8LIu6ZiVHWLIQ=
@@ -22,6 +25,8 @@ github.com/Joker/jade v1.0.1-0.20190614124447-d475f43051e7/go.mod h1:6E6s8o2AE4K
 github.com/Masterminds/semver v1.5.0 h1:H65muMkzWKEuNDnfl9d70GUjFniHKHRbFPGBuZ3QEww=
 github.com/Shopify/goreferrer v0.0.0-20181106222321-ec9c9a553398/go.mod h1:a1uqRtAwp2Xwc6WNPJEufxJ7fx3npB4UV/JOLmbu5I0=
 github.com/VividCortex/ewma v1.2.0 h1:f58SaIzcDXrSy3kWaHNvuJgJ3Nmz59Zji6XoJR/q1ow=
+github.com/YangKeao/ldap/v3 v3.4.5-0.20230421065457-369a3bab1117 h1:+OqGGFc2YHFd82aSHmjlILVt1t4JWJjrNIfV8cVEPow=
+github.com/YangKeao/ldap/v3 v3.4.5-0.20230421065457-369a3bab1117/go.mod h1:bMGIq3AGbytbaMwf8wdv5Phdxz0FWHTIYMSzyrYgnQs=
 github.com/acarl005/stripansi v0.0.0-20180116102854-5a71ef0e047d h1:licZJFw2RwpHMqeKTCYkitsPqHNxTmd4SNR5r94FGM8=
 github.com/ajg/form v1.5.1/go.mod h1:uL1WgH+h2mgNtvBq0339dVnzXdBETtL2LeUXaIv25UY=
 github.com/alecthomas/template v0.0.0-20160405071501-a0175ee3bccc/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
@@ -29,15 +34,18 @@ github.com/alecthomas/template v0.0.0-20190718012654-fb15b899a751/go.mod h1:LOuy
 github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
 github.com/alecthomas/units v0.0.0-20190717042225-c3de453c63f4/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
 github.com/alecthomas/units v0.0.0-20190924025748-f65c72e2690d/go.mod h1:rBZYJk541a8SKzHPHnH3zbiI+7dagKZ0cgpgrD7Fyho=
+github.com/alexbrainman/sspi v0.0.0-20210105120005-909beea2cc74 h1:Kk6a4nehpJ3UuJRqlA3JxYxBZEqCeOmATOvrbT4p9RA=
+github.com/alexbrainman/sspi v0.0.0-20210105120005-909beea2cc74/go.mod h1:cEWa1LVoE5KvSD9ONXsZrj0z6KqySlCCNKHlLzbqAt4=
 github.com/aliyun/alibaba-cloud-sdk-go v1.61.1581 h1:Q/yk4z/cHUVZfgTqtD09qeYBxHwshQAjVRX73qs8UH0=
 github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kdvxnR2qWY=
 github.com/apache/thrift v0.13.1-0.20201008052519-daf620915714 h1:Jz3KVLYY5+JO7rDiX0sAuRGtuv2vG01r17Y9nLMWNUw=
 github.com/armon/consul-api v0.0.0-20180202201655-eb2c6b5be1b6/go.mod h1:grANhF5doyWs3UAsr3K4I6qtAmlQcZDesFNEHPZAzj8=
-github.com/aws/aws-sdk-go v1.44.48 h1:jLDC9RsNoYMLFlKpB8LdqUnoDdC2yvkS4QbuyPQJ8+M=
+github.com/aws/aws-sdk-go v1.44.259 h1:7yDn1dcv4DZFMKpu+2exIH5O6ipNj9qXrKfdMUaIJwY=
 github.com/aymerick/raymond v2.0.3-0.20180322193309-b565731e1464+incompatible/go.mod h1:osfaiScAUVup+UC9Nfq76eWqDhXlp+4UYaA8uhTBO6g=
 github.com/benbjohnson/clock v1.1.0/go.mod h1:J11/hYXuz8f4ySSvYwY0FKfm+ezbsZBKZxNJlLklBHA=
-github.com/benbjohnson/clock v1.3.0 h1:ip6w0uFQkncKQ979AypyG0ER7mqUSBdKLOgAle/AT8A=
 github.com/benbjohnson/clock v1.3.0/go.mod h1:J11/hYXuz8f4ySSvYwY0FKfm+ezbsZBKZxNJlLklBHA=
+github.com/benbjohnson/clock v1.3.5 h1:VvXlSJBzZpA/zum6Sj74hxwYI2DIxRWuNIoXAzHZz5o=
+github.com/benbjohnson/clock v1.3.5/go.mod h1:J11/hYXuz8f4ySSvYwY0FKfm+ezbsZBKZxNJlLklBHA=
 github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973/go.mod h1:Dwedo/Wpr24TaqPxmxbtue+5NUziq4I4S80YR8gNf3Q=
 github.com/beorn7/perks v1.0.0/go.mod h1:KWe93zE9D1o94FZ5RNwFwVgaQK1VOXiVxmqh+CedLV8=
 github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM=
@@ -121,6 +129,8 @@ github.com/gavv/httpexpect v2.0.0+incompatible/go.mod h1:x+9tiU1YnrOvnB725RkpoLv
 github.com/ghodss/yaml v1.0.0/go.mod h1:4dBDuWmgqj2HViK6kFavaiC9ZROes6MMH2rRYeMEF04=
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@@ -130,10 +140,11 @@ github.com/go-kit/log v0.1.0/go.mod h1:zbhenjAZHb184qTLMA9ZjW7ThYL0H2mk7Q6pNt4vb
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@@ -150,6 +161,7 @@ github.com/gogo/protobuf v1.3.1/go.mod h1:SlYgWuQ5SjCEi6WLHjHCa1yvBfUnHcTbrrZtXP
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@@ -161,7 +173,6 @@ github.com/golang/protobuf v1.3.1/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5y
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@@ -192,6 +203,7 @@ github.com/google/go-cmp v0.5.9 h1:O2Tfq5qg4qc4AmwVlvv0oLiVAGB7enBSJ2x2DqQFi38=
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@@ -216,7 +228,9 @@ github.com/hydrogen18/memlistener v0.0.0-20141126152155-54553eb933fb/go.mod h1:q
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@@ -248,8 +262,8 @@ github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+o
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@@ -263,6 +277,7 @@ github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ=
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@@ -280,7 +295,7 @@ github.com/mattn/go-colorable v0.1.13 h1:fFA4WZxdEF4tXPZVKMLwD8oUnCTTo08duU7wxec
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@@ -321,7 +336,7 @@ github.com/onsi/ginkgo v1.13.0/go.mod h1:+REjRxOmWfHCjfv9TTWB1jD1Frx4XydAD3zm1ls
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@@ -350,13 +365,13 @@ github.com/pingcap/log v1.1.1-0.20230317032135-a0d097d16e22 h1:2SOzvGvE8beiC1Y4g
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@@ -378,54 +393,54 @@ github.com/prometheus/client_model v0.0.0-20180712105110-5c3871d89910/go.mod h1:
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@@ -444,8 +459,9 @@ github.com/stretchr/testify v1.5.1/go.mod h1:5W2xD1RspED5o8YsWQXVCued0rvSQ+mT+I5
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@@ -492,8 +508,10 @@ github.com/yudai/pp v2.0.1+incompatible/go.mod h1:PuxR/8QJ7cyCkFp/aUDS+JY727OFEZ
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@@ -553,10 +571,14 @@ golang.org/x/crypto v0.0.0-20190510104115-cbcb75029529/go.mod h1:yigFU9vqHzYiE8U
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@@ -568,6 +590,8 @@ golang.org/x/mod v0.1.1-0.20191105210325-c90efee705ee/go.mod h1:QqPTAvyqsEbceGzB
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@@ -590,13 +614,17 @@ golang.org/x/net v0.0.0-20200625001655-4c5254603344/go.mod h1:/O7V0waA8r7cgGh81R
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@@ -606,6 +634,8 @@ golang.org/x/sync v0.0.0-20190911185100-cd5d95a43a6e/go.mod h1:RxMgew5VJxzue5/jJ
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 golang.org/x/sync v0.0.0-20210220032951-036812b2e83c/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
+golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
+golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.2.0 h1:PUR+T4wwASmuSTYdKjYHI5TD22Wy5ogLU5qZCOLxBrI=
 golang.org/x/sync v0.2.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sys v0.0.0-20180810173357-98c5dad5d1a0/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
@@ -637,25 +667,36 @@ golang.org/x/sys v0.0.0-20210330210617-4fbd30eecc44/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20210403161142-5e06dd20ab57/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210510120138-977fb7262007/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20210603081109-ebe580a85c40/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20210816074244-15123e1e1f71/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20211013075003-97ac67df715c/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20211216021012-1d35b9e2eb4e/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.2.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.8.0 h1:EBmGv8NaZBZTWvrbjNoL6HVt+IVy3QDQpJs7VRIw3tU=
 golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
+golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
+golang.org/x/term v0.5.0/go.mod h1:jMB1sMXY+tzblOD4FWmEbocvup2/aLOaQEp7JmGp78k=
+golang.org/x/term v0.6.0/go.mod h1:m6U89DPEgQRMq3DNkDClhWw02AUbt2daBVO4cn4Hv9U=
 golang.org/x/term v0.8.0 h1:n5xxQn2i3PC0yLAbjTpNT85q/Kgzcr2gIoX9OrJUols=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk=
 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.5/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
+golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ=
+golang.org/x/text v0.7.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
+golang.org/x/text v0.8.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
 golang.org/x/text v0.9.0 h1:2sjJmO8cDvYveuX97RDLsxlyUxLl+GHoLxBiRdHllBE=
 golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
 golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.3.0 h1:rg5rLMjNzMS1RkNLzCG38eapWhnYLFYXDXj2gOlr8j4=
 golang.org/x/time v0.3.0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/tools v0.0.0-20180221164845-07fd8470d635/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
+golang.org/x/tools v0.0.0-20180525024113-a5b4c53f6e8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20181030221726-6c7e314b6563/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20181221001348-537d06c36207/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
@@ -676,13 +717,18 @@ golang.org/x/tools v0.0.0-20201125231158-b5590deeca9b/go.mod h1:emZCQorbCU4vsT4f
 golang.org/x/tools v0.0.0-20210106214847-113979e3529a/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA=
 golang.org/x/tools v0.1.2/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk=
 golang.org/x/tools v0.1.5/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk=
-golang.org/x/tools v0.9.1 h1:8WMNJAz3zrtPmnYC7ISf5dEn3MT0gY7jBJfw27yrrLo=
-golang.org/x/tools v0.9.1/go.mod h1:owI94Op576fPu3cIGQeHs3joujW/2Oc6MtlxbF5dfNc=
+golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
+golang.org/x/tools v0.6.0/go.mod h1:Xwgl3UAJ/d3gWutnCtw505GrjyAbvKui8lOU390QaIU=
+golang.org/x/tools v0.9.3 h1:Gn1I8+64MsuTb/HpH+LmQtNas23LhUVr3rYZ0eKuaMM=
+golang.org/x/tools v0.9.3/go.mod h1:owI94Op576fPu3cIGQeHs3joujW/2Oc6MtlxbF5dfNc=
 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20220907171357-04be3eba64a2 h1:H2TDz8ibqkAF6YGhCdN3jS9O0/s90v0rJh3X/OLHEUk=
+gonum.org/v1/gonum v0.0.0-20181121035319-3f7ecaa7e8ca/go.mod h1:Y+Yx5eoAFn32cQvJDxZx5Dpnq+c3wtXuadVZAcxbbBo=
+gonum.org/v1/gonum v0.8.2 h1:CCXrcPKiGGotvnN6jfUsKk4rRqm7q09/YbKb5xCEvtM=
+gonum.org/v1/netlib v0.0.0-20181029234149-ec6d1f5cefe6/go.mod h1:wa6Ws7BG/ESfp6dHfk7C6KdzKA7wR7u/rKwOGE66zvw=
 google.golang.org/api v0.114.0 h1:1xQPji6cO2E2vLiI+C/XiFAnsn1WV3mjaEwGLhi3grE=
 google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM=
 google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
@@ -731,6 +777,7 @@ gopkg.in/errgo.v2 v2.1.0/go.mod h1:hNsd1EY+bozCKY1Ytp96fpM3vjJbqLJn88ws8XvfDNI=
 gopkg.in/fsnotify.v1 v1.4.7/go.mod h1:Tz8NjZHkW78fSQdbUxIjBTcgA1z1m8ZHf0WmKUhAMys=
 gopkg.in/go-playground/assert.v1 v1.2.1/go.mod h1:9RXL0bg/zibRAgZUYszZSwO/z8Y/a8bDuhia5mkpMnE=
 gopkg.in/go-playground/validator.v8 v8.18.2/go.mod h1:RX2a/7Ha8BgOhfk7j780h4/u/RRjR0eouCJSH80/M2Y=
+gopkg.in/inf.v0 v0.9.1 h1:73M5CoZyi3ZLMOyDlQh031Cx6N9NDJ2Vvfl76EDAgDc=
 gopkg.in/mgo.v2 v2.0.0-20180705113604-9856a29383ce/go.mod h1:yeKp02qBN3iKW1OzL3MGk2IdtZzaj7SFntXj72NppTA=
 gopkg.in/natefinch/lumberjack.v2 v2.0.0/go.mod h1:l0ndWWf7gzL7RNwBG7wST/UCcT4T24xpD6X8LsfU/+k=
 gopkg.in/natefinch/lumberjack.v2 v2.2.1 h1:bBRl1b0OH9s/DuPhuXpNl+VtCaJXFZ5/uEFST95x9zc=
@@ -753,6 +800,12 @@ gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.1-2019.2.3/go.mod h1:a3bituU0lyd329TUQxRnasdCoJDkEUEAqEt0JzvZhAg=
+k8s.io/api v0.27.2 h1:+H17AJpUMvl+clT+BPnKf0E3ksMAzoBBg7CntpSuADo=
+k8s.io/apimachinery v0.27.2 h1:vBjGaKKieaIreI+oQwELalVG4d8f3YAMNpWLzDXkxeg=
+k8s.io/klog/v2 v2.90.1 h1:m4bYOKall2MmOiRaR1J+We67Do7vm9KiQVlT96lnHUw=
+k8s.io/utils v0.0.0-20230209194617-a36077c30491 h1:r0BAOLElQnnFhE/ApUsg3iHdVYYPBjNSSOMowRZxxsY=
+sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd h1:EDPBXCAspyGV4jQlpZSudPeMmr1bNJefnuqLsRAsHZo=
+sigs.k8s.io/structured-merge-diff/v4 v4.2.3 h1:PRbqxJClWWYMNV1dhaG4NsibJbArud9kFxnAMREiWFE=
 sigs.k8s.io/yaml v1.2.0/go.mod h1:yfXDCHCao9+ENCvLSE62v9VSji2MKu5jeNfTrofGhJc=
 sigs.k8s.io/yaml v1.3.0 h1:a2VclLzOGrwOHDiV8EfBGhvjHvP46CtW5j6POvhYGGo=
 sourcegraph.com/sourcegraph/appdash v0.0.0-20190731080439-ebfcffb1b5c0 h1:ucqkfpjg9WzSUubAO62csmucvxl4/JeW3F4I4909XkM=
diff --git a/integration_tests/split_test.go b/integration_tests/split_test.go
index 88bb0599d..b913e8faa 100644
--- a/integration_tests/split_test.go
+++ b/integration_tests/split_test.go
@@ -366,3 +366,23 @@ func (c *mockPDClient) Get(ctx context.Context, key []byte, opts ...pd.OpOption)
 func (c *mockPDClient) Put(ctx context.Context, key []byte, value []byte, opts ...pd.OpOption) (*meta_storagepb.PutResponse, error) {
 	return nil, nil
 }
+
+func (c *mockPDClient) GetMinTS(ctx context.Context) (int64, int64, error) {
+	return 0, 0, nil
+}
+
+func (c *mockPDClient) LoadResourceGroups(ctx context.Context) ([]*rmpb.ResourceGroup, int64, error) {
+	return nil, 0, nil
+}
+
+func (c *mockPDClient) UpdateGCSafePointV2(ctx context.Context, keyspaceID uint32, safePoint uint64) (uint64, error) {
+	panic("unimplemented")
+}
+
+func (c *mockPDClient) UpdateServiceSafePointV2(ctx context.Context, keyspaceID uint32, serviceID string, ttl int64, safePoint uint64) (uint64, error) {
+	panic("unimplemented")
+}
+
+func (c *mockPDClient) WatchGCSafePointV2(ctx context.Context, revision int64) (chan []*pdpb.SafePointEvent, error) {
+	panic("unimplemented")
+}
diff --git a/internal/client/client_batch.go b/internal/client/client_batch.go
index a3e2a0d96..6952bfc0f 100644
--- a/internal/client/client_batch.go
+++ b/internal/client/client_batch.go
@@ -541,10 +541,13 @@ func (c *batchCommandsClient) failPendingRequests(err error) {
 }
 
 func (c *batchCommandsClient) waitConnReady() (err error) {
-	if c.conn.GetState() == connectivity.Ready {
+	state := c.conn.GetState()
+	if state == connectivity.Ready {
 		return
 	}
-	if c.conn.GetState() == connectivity.Idle {
+	// Trigger idle connection to reconnection
+	// Put it outside loop to avoid unnecessary reconnecting.
+	if state == connectivity.Idle {
 		c.conn.Connect()
 	}
 	start := time.Now()
diff --git a/internal/client/client_test.go b/internal/client/client_test.go
index d05632a42..20cae1f03 100644
--- a/internal/client/client_test.go
+++ b/internal/client/client_test.go
@@ -37,6 +37,8 @@ package client
 import (
 	"context"
 	"fmt"
+	"math/rand"
+	"runtime"
 	"strconv"
 	"strings"
 	"sync"
@@ -53,7 +55,9 @@ import (
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 	"github.com/tikv/client-go/v2/config"
+	"github.com/tikv/client-go/v2/internal/logutil"
 	"github.com/tikv/client-go/v2/tikvrpc"
+	"go.uber.org/zap"
 	"google.golang.org/grpc/connectivity"
 	"google.golang.org/grpc/metadata"
 )
@@ -639,3 +643,82 @@ func TestTraceExecDetails(t *testing.T) {
 		})
 	}
 }
+
+func TestBatchClientRecoverAfterServerRestart(t *testing.T) {
+	config.UpdateGlobal(func(conf *config.Config) {
+		conf.TiKVClient.MaxBatchSize = 128
+	})()
+
+	server, port := startMockTikvService()
+	require.True(t, port > 0)
+	require.True(t, server.IsRunning())
+	addr := server.addr
+	client := NewRPCClient()
+	defer func() {
+		err := client.Close()
+		require.NoError(t, err)
+		server.Stop()
+	}()
+
+	req := &tikvpb.BatchCommandsRequest_Request{Cmd: &tikvpb.BatchCommandsRequest_Request_Coprocessor{Coprocessor: &coprocessor.Request{}}}
+	conn, err := client.getConnArray(addr, true)
+	assert.Nil(t, err)
+	// send some request, it should be success.
+	for i := 0; i < 100; i++ {
+		_, err = sendBatchRequest(context.Background(), addr, "", conn.batchConn, req, time.Second*20)
+		require.NoError(t, err)
+	}
+
+	logutil.BgLogger().Info("stop mock tikv server")
+	server.Stop()
+	require.False(t, server.IsRunning())
+
+	// send some request, it should be failed since server is down.
+	for i := 0; i < 200; i++ {
+		_, err = sendBatchRequest(context.Background(), addr, "", conn.batchConn, req, time.Second*20)
+		require.Error(t, err)
+		time.Sleep(time.Millisecond * time.Duration(rand.Intn(300)))
+		grpcConn := conn.Get()
+		require.NotNil(t, grpcConn)
+		logutil.BgLogger().Info("conn state",
+			zap.String("state", grpcConn.GetState().String()),
+			zap.Int("idx", i),
+			zap.Int("goroutine-count", runtime.NumGoroutine()))
+	}
+
+	logutil.BgLogger().Info("restart mock tikv server")
+	server.Start(addr)
+	require.True(t, server.IsRunning())
+	require.Equal(t, addr, server.addr)
+
+	// Wait batch client to auto reconnect.
+	start := time.Now()
+	for {
+		grpcConn := conn.Get()
+		require.NotNil(t, grpcConn)
+		var cli *batchCommandsClient
+		for i := range conn.batchConn.batchCommandsClients {
+			if conn.batchConn.batchCommandsClients[i].tryLockForSend() {
+				cli = conn.batchConn.batchCommandsClients[i]
+				break
+			}
+		}
+		// Wait for the connection to be ready,
+		if cli != nil {
+			cli.unlockForSend()
+			break
+		}
+		if time.Since(start) > time.Second*5 {
+			// It shouldn't take too long for batch_client to reconnect.
+			require.Fail(t, "wait batch client reconnect timeout")
+		}
+		logutil.BgLogger().Info("goroutine count", zap.Int("count", runtime.NumGoroutine()))
+		time.Sleep(time.Millisecond * 100)
+	}
+
+	// send some request, it should be success again.
+	for i := 0; i < 100; i++ {
+		_, err = sendBatchRequest(context.Background(), addr, "", conn.batchConn, req, time.Second*20)
+		require.NoError(t, err)
+	}
+}
diff --git a/internal/client/main_test.go b/internal/client/main_test.go
index 53aae0aa9..c4d2be246 100644
--- a/internal/client/main_test.go
+++ b/internal/client/main_test.go
@@ -23,5 +23,9 @@ import (
 
 func TestMain(m *testing.M) {
 	util.EnableFailpoints()
-	goleak.VerifyTestMain(m)
+	opts := []goleak.Option{
+		goleak.IgnoreTopFunction("google.golang.org/grpc.(*ClientConn).WaitForStateChange"),
+		goleak.IgnoreTopFunction("github.com/tikv/client-go/v2/internal/retry.newBackoffFn.func1"),
+	}
+	goleak.VerifyTestMain(m, opts...)
 }
diff --git a/internal/client/mock_tikv_service_test.go b/internal/client/mock_tikv_service_test.go
index 5bcfcfce0..40234c1d5 100644
--- a/internal/client/mock_tikv_service_test.go
+++ b/internal/client/mock_tikv_service_test.go
@@ -25,6 +25,7 @@ import (
 	"fmt"
 	"net"
 	"sync"
+	"sync/atomic"
 	"time"
 
 	"github.com/pingcap/kvproto/pkg/coprocessor"
@@ -38,6 +39,8 @@ import (
 type server struct {
 	tikvpb.TikvServer
 	grpcServer *grpc.Server
+	addr       string
+	running    int64 // 0: not running, 1: running
 	// metaChecker check the metadata of each request. Now only requests
 	// which need redirection set it.
 	metaChecker struct {
@@ -106,32 +109,48 @@ func (s *server) checkMetadata(ctx context.Context) error {
 	return nil
 }
 
+func (s *server) IsRunning() bool {
+	return atomic.LoadInt64(&s.running) == 1
+}
+
 func (s *server) Stop() {
 	s.grpcServer.Stop()
+	atomic.StoreInt64(&s.running, 0)
 }
 
-// Try to start a gRPC server and retrun the server instance and binded port.
-func startMockTikvService() (*server, int) {
+func (s *server) Start(addr string) int {
+	if addr == "" {
+		addr = fmt.Sprintf("%s:%d", "127.0.0.1", 0)
+	}
 	port := -1
-	lis, err := net.Listen("tcp", fmt.Sprintf("%s:%d", "127.0.0.1", 0))
+	lis, err := net.Listen("tcp", addr)
 	if err != nil {
 		logutil.BgLogger().Error("can't listen", zap.Error(err))
 		logutil.BgLogger().Error("can't start mock tikv service because no available ports")
-		return nil, port
+		return port
 	}
 	port = lis.Addr().(*net.TCPAddr).Port
 
-	server := &server{}
-	s := grpc.NewServer(grpc.ConnectionTimeout(time.Minute))
-	tikvpb.RegisterTikvServer(s, server)
-	server.grpcServer = s
+	grpcServer := grpc.NewServer(grpc.ConnectionTimeout(time.Minute))
+	tikvpb.RegisterTikvServer(grpcServer, s)
+	s.grpcServer = grpcServer
 	go func() {
-		if err = s.Serve(lis); err != nil {
+		if err = grpcServer.Serve(lis); err != nil {
 			logutil.BgLogger().Error(
 				"can't serve gRPC requests",
 				zap.Error(err),
 			)
 		}
 	}()
+	atomic.StoreInt64(&s.running, 1)
+	s.addr = fmt.Sprintf("%s:%d", "127.0.0.1", port)
+	logutil.BgLogger().Info("mock server started", zap.String("addr", s.addr))
+	return port
+}
+
+// Try to start a gRPC server and retrun the server instance and binded port.
+func startMockTikvService() (*server, int) {
+	server := &server{}
+	port := server.Start("")
 	return server, port
 }
diff --git a/internal/latch/scheduler_test.go b/internal/latch/scheduler_test.go
index 673e17d19..6559031e8 100644
--- a/internal/latch/scheduler_test.go
+++ b/internal/latch/scheduler_test.go
@@ -39,13 +39,11 @@ import (
 	"math/rand"
 	"sync"
 	"testing"
-	"time"
 )
 
 func TestWithConcurrency(t *testing.T) {
 	sched := NewScheduler(7)
 	defer sched.Close()
-	rand.Seed(time.Now().Unix())
 
 	ch := make(chan [][]byte, 100)
 	const workerCount = 10
diff --git a/internal/unionstore/memdb_norace_test.go b/internal/unionstore/memdb_norace_test.go
index 289f803fc..25565d3fd 100644
--- a/internal/unionstore/memdb_norace_test.go
+++ b/internal/unionstore/memdb_norace_test.go
@@ -38,6 +38,7 @@
 package unionstore
 
 import (
+	rand2 "crypto/rand"
 	"encoding/binary"
 	"math/rand"
 	"testing"
@@ -55,7 +56,7 @@ func TestRandom(t *testing.T) {
 	keys := make([][]byte, cnt)
 	for i := range keys {
 		keys[i] = make([]byte, rand.Intn(19)+1)
-		rand.Read(keys[i])
+		rand2.Read(keys[i])
 	}
 
 	p1 := newMemDB()
@@ -77,7 +78,7 @@ func TestRandom(t *testing.T) {
 			p2.Delete(k)
 		} else {
 			newValue := make([]byte, rand.Intn(19)+1)
-			rand.Read(newValue)
+			rand2.Read(newValue)
 			p1.Set(k, newValue)
 			_ = p2.Put(k, newValue)
 		}
@@ -106,7 +107,7 @@ func testRandomDeriveRecur(t *testing.T, db *MemDB, golden *leveldb.DB, depth in
 		keys = make([][]byte, rand.Intn(512)+512)
 		for i := range keys {
 			keys[i] = make([]byte, rand.Intn(19)+1)
-			rand.Read(keys[i])
+			rand2.Read(keys[i])
 		}
 	} else {
 		keys = make([][]byte, 512)
@@ -119,7 +120,7 @@ func testRandomDeriveRecur(t *testing.T, db *MemDB, golden *leveldb.DB, depth in
 	vals := make([][]byte, len(keys))
 	for i := range vals {
 		vals[i] = make([]byte, rand.Intn(255)+1)
-		rand.Read(vals[i])
+		rand2.Read(vals[i])
 	}
 
 	h := db.Staging()