Getting Started Stable Diffusion with LoRA models
1. About Stable Diffusion
See another post also to set up a TiDB on minikube.
To get the basic concept and architecture of TiDB, there are many articles and videos on the Internet, like following:
Follow the official document for GKE and the official document for kubernetes operator for this document.
It’s recommended to configure following options for better I/O performance for ext4 file system.
The options of ext4 file system can be seen in this man document, though there is no noatime option.
First, create the namespace at first.
kubectl create namespace tidb-cluster
Then following this document, installing kubernetes operator.
kubectl create -f https://raw.githubusercontent.com/pingcap/tidb-operator/v1.4.0/manifests/crd.yaml
helm repo add pingcap https://charts.pingcap.org/
kubectl create namespace tidb-admin
helm install --namespace tidb-admin tidb-operator pingcap/tidb-operator --version v1.4.0
Confirm an installation on the operator
kubectl get pods --namespace tidb-admin -l app.kubernetes.io/instance=tidb-operator
Create followings
kubectl -n tidb-cluster apply -f
https://raw.githubusercontent.com/pingcap/tidb-operator/v1.4.0/examples/basic/tidb-cluster
kubectl -n tidb-cluster apply -f https://raw.githubusercontent.com/pingcap/tidb-operator/v1.4.0/examples/basic/tidb-dashboard.yaml
kubectl -n tidb-cluster apply -f https://raw.githubusercontent.com/pingcap/tidb-operator/v1.4.0/examples/basic/tidb-monitor.yaml
Confirm the setup
watch kubectl get po -n tidb-cluster
kubectl get svc -n tidb-cluster
kubectl port-forward -n tidb-cluster svc/basic-tidb 14000:4000 > pf14000.out &
mysql --comments -h 127.0.0.1 -P 14000 -u root mysql
Then create a table
use test;
create table hello_world (id int unsigned not null auto_increment primary key, v varchar(32));
select * from information_schema.tikv_region_status where db_name=database() and table_name='hello_world'\G
See the TiDB cluster information
select * from information_schema.cluster_info\G
kubectl port-forward -n tidb-cluster svc/basic-grafana 3000 > pf3000.out &
Then go to [http://localhost:3000][] to see Grafana.
I needed to update tidb-operator version to v1.4.2
because it was v1.3.5 and TiDBDashboard wasn’t created.
helm upgrade --namespace tidb-admin tidb-operator pingcap/tidb-operator --version v1.4.2 --set operatorImage='pingcap/tidb-operator:v1.4.2'
Once you make sure your TiDB Operator runs on v1.4.2, then run port-forward and access the TiDB dashboard
kubectl port-forward -n tidb-cluster svc/basic-tidb-dashboard-exposed 12333 > pf12333.out &
Access localhost:12333
on a browser.
If you want to use TopSQL and Continuous Profiling features, then deploy TidbNGMonitoring described in this document
kubectl patch -n tidb-cluster tc basic --type merge --patch '{"spec":{"tikv":{"replicas":3}}}'
kubectl patch -n tidb-cluster tc basic --type merge --patch '{"spec":{"tidb":{"replicas":2}}}'
kubectl patch -n tidb-cluster tc basic --type merge --patch '{"spec":{"pd":{"replicas":2}}}'
Follow this document.
kubectl patch -n tidb-cluster tc basic --type merge --patch '{"spec":{"tikv":{"requests":{"storage":"100Gi"}}}}'
Note that Shrinking persistent volumes is not supported
for Kubernetes Persistent Volumes.
At first, we’ll load the data from this example.
Before loading it, at first, check a storage engine on TiDB:
mysql> select * from information_schema.engines;
+--------+---------+------------------------------------------------------------+--------------+------+------------+
| ENGINE | SUPPORT | COMMENT | TRANSACTIONS | XA | SAVEPOINTS |
+--------+---------+------------------------------------------------------------+--------------+------+------------+
| InnoDB | DEFAULT | Supports transactions, row-level locking, and foreign keys | YES | YES | YES |
+--------+---------+------------------------------------------------------------+--------------+------+------------+
1 row in set (0.04 sec)
Then expand storage sizes of TiKV nodes
kubectl patch -n tidb-cluster tc basic --type merge --patch '{"spec":{"tikv":{"requests":{"storage":"100Gi"}}}}'
Now it’s time to load the data by
tar xzvf test_db-1.0.7.tar.gz
cd test_db/
mysql --comments -h 127.0.0.1 -P 14000 -u root < employees.sql
Validate if the data is loaded correctly
mysql --comments -h 127.0.0.1 -P 14000 -u root employees < test_employees_md5.sql
In order to manage some components directly, install tiup and a few CLIs
curl --proto '=https' --tlsv1.2 -sSf https://tiup-mirrors.pingcap.com/install.sh | sh
tiup ctl:v6.5.0 pd
Following this document,
kubectl port-forward -n tidb-cluster svc/basic-pd 2379:2379 &>/tmp/portforward-pd.log &
Following commands are one of pd-ctl, listed in this document, like tiup ctl:v6.5.0 pd -u http://127.0.0.1:2379 cluster
.
cluster
config show all
member
member leader show
See this document
information_schema.SLOW LOG
ADMIN SHOW SLOW recent 10
1. About Stable Diffusion
Basic commands
Template package
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There is a good video to describe a algorithms of TiDB:
TiDB data is split into multiple nodes and they’re called the name as a region.
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See another post also to set up a TiDB on minikube.
Overview
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