From dc6859f1e068f2c356f38e7d44cf2a005a49020c Mon Sep 17 00:00:00 2001 From: zhouti Date: Mon, 7 Nov 2016 15:33:00 +0800 Subject: [PATCH 1/8] Added paddle on kubernetes tutorial. --- doc/kubernetes_on_paddle.md | 200 ++++++++++++++++++++++++++++++++++++ 1 file changed, 200 insertions(+) create mode 100644 doc/kubernetes_on_paddle.md diff --git a/doc/kubernetes_on_paddle.md b/doc/kubernetes_on_paddle.md new file mode 100644 index 0000000000..2f3109e87b --- /dev/null +++ b/doc/kubernetes_on_paddle.md @@ -0,0 +1,200 @@ +# Paddle On Kubernetes + +>In this article, we will introduce how to run Paddle training job on single CPU machine using Kubernetes. In next article, we will introduce how to run Paddle training job on distributed cluster. + +## Build Docker Image + +In distributed Kubernetes cluster, we will use Ceph or other shared storage system for storing training related data so that all processes in Paddle training can retrieve data from Ceph. In this example, we will only demo training job on single machine. In order to simplify the requirement of the environment, we will directly put training data into Paddle's Docker Image, so we need to create a Paddle Docker image that already includes the training data. + +Paddle's [Quick Start Tutorial](http://www.paddlepaddle.org/doc/demo/quick_start/index_en.html) introduces how to download and train data by using script from Paddle's source code. +And `paddledev/paddle:cpu-demo-latest` image has the Paddle source code and demo. (Caution: Default Paddle image `paddledev/paddle:cpu-latest` doesn't include the source code, Paddle's different versions of image can be referred here: [Docker installation guide](http://www.paddlepaddle.org/doc/build/docker_install.html)), so we run this container and download the training data, and then commit the whole container to be a new Docker image. + +### Run Docker Container + +``` +$ docker run --name quick_start_data -it paddledev/paddle:cpu-demo-latest +``` + +### Download Training Data + +Getting into `/root/paddle/demo/quick_start/data` Directory,using `get_data.sh` to download training data. + +``` +$ root@fbd1f2bb71f4:~/paddle/demo/quick_start/data# ./get_data.sh + +Downloading Amazon Electronics reviews data... +--2016-10-31 01:33:43-- http://snap.stanford.edu/data/amazon/productGraph/categoryFiles/reviews_Electronics_5.json.gz +Resolving snap.stanford.edu (snap.stanford.edu)... 171.64.75.80 +Connecting to snap.stanford.edu (snap.stanford.edu)|171.64.75.80|:80... connected. +HTTP request sent, awaiting response... 200 OK +Length: 495854086 (473M) [application/x-gzip] +Saving to: 'reviews_Electronics_5.json.gz' + + 10% [=======> ] 874,279 64.7KB/s eta 2h 13m + +``` + +### Modify Startup Script + +After downloading the data,modify `/root/paddle/demo/quick_start/train.sh` file contents are as follows (one more cd cmd): +``` +set -e +cd /root/paddle/demo/quick_start +cfg=trainer_config.lr.py +#cfg=trainer_config.emb.py +#cfg=trainer_config.cnn.py +#cfg=trainer_config.lstm.py +#cfg=trainer_config.bidi-lstm.py +#cfg=trainer_config.db-lstm.py +paddle train \ + --config=$cfg \ + --save_dir=./output \ + --trainer_count=4 \ + --log_period=20 \ + --num_passes=15 \ + --use_gpu=false \ + --show_parameter_stats_period=100 \ + --test_all_data_in_one_period=1 \ + 2>&1 | tee 'train.log' +``` + +### Commit Docker Image + +``` +$ docker commit quick_start_data mypaddle/paddle:quickstart +``` + +## Use Kubernetes For Training + +>We will use Kubernetes job for training process, following steps shows how to do the training with Kubernetes. + +### Create Yaml Files + +The output result in container will be demolished when job finished (container stopped running), so we need to mount the volume out to the local disk when creating the container to store the training result. Using our previously created image, we can create a [Kubernetes Job](http://kubernetes.io/docs/user-guide/jobs/#what-is-a-job), the yaml contents are as follows: + +``` +apiVersion: batch/v1 +kind: Job +metadata: + name: quickstart +spec: + parallelism: 1 + completions: 1 + template: + metadata: + name: quickstart + spec: + volumes: + - name: output + hostPath: + path: /home/work/paddle_output + containers: + - name: pi + image: mypaddle/paddle:quickstart + command: ["bin/bash", "-c", "/root/paddle/demo/quick_start/train.sh"] + volumeMounts: + - name: output + mountPath: /root/paddle/demo/quick_start/output + restartPolicy: Never +``` + +### Start Paddle Job + +Using the above yaml file to start the Kubernetes job. + +``` +$ kubectl create -f paddle.yaml +``` + +Get the detailed status of the job: + +``` +$ kubectl get job +NAME DESIRED SUCCESSFUL AGE +quickstart 1 0 58s + +$ kubectl describe job quickstart +Name: quickstart +Namespace: default +Image(s): registry.baidu.com/public/paddle:cpu-demo-latest +Selector: controller-uid=f120da72-9f18-11e6-b363-448a5b355b84 +Parallelism: 1 +Completions: 1 +Start Time: Mon, 31 Oct 2016 11:20:16 +0800 +Labels: controller-uid=f120da72-9f18-11e6-b363-448a5b355b84,job-name=quickstart +Pods Statuses: 0 Running / 1 Succeeded / 0 Failed +Volumes: + output: + Type: HostPath (bare host directory volume) + Path: /home/work/paddle_output +Events: + FirstSeen LastSeen Count From SubobjectPath Type Reason Message + --------- -------- ----- ---- ------------- -------- ------ ------- + 1m 1m 1 {job-controller } Normal SuccessfulCreate Created pod: quickstart-fa0wx +``` + +### Get Training Result + +We can use kubectl command to take a look at the status of related pod. + +``` +$ kubectl describe pod quickstart-fa0wx +Name: quickstart-fa0wx +Namespace: default +Node: paddle-demo-let02/10.206.202.44 +Start Time: Mon, 31 Oct 2016 11:20:17 +0800 +Labels: controller-uid=f120da72-9f18-11e6-b363-448a5b355b84,job-name=quickstart +Status: Succeeded +IP: 10.0.0.9 +Controllers: Job/quickstart +Containers: + quickstart: + Container ID: docker://b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465 + Image: registry.baidu.com/public/paddle:cpu-demo-latest + Image ID: docker://18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750 + Port: + Command: + bin/bash + -c + /root/paddle/demo/quick_start/train.sh + QoS Tier: + cpu: BestEffort + memory: BestEffort + State: Terminated + Reason: Completed + Exit Code: 0 + Started: Mon, 31 Oct 2016 11:20:20 +0800 + Finished: Mon, 31 Oct 2016 11:21:46 +0800 + Ready: False + Restart Count: 0 + Environment Variables: +Conditions: + Type Status + Ready False +Volumes: + output: + Type: HostPath (bare host directory volume) + Path: /home/work/paddle_output +``` + +We can also ssh to Kubernetes node to take a look at the training result. + +``` +[root@paddle-demo-let02 paddle_output]# ll +total 60 +drwxr-xr-x 2 root root 4096 Oct 31 11:20 pass-00000 +drwxr-xr-x 2 root root 4096 Oct 31 11:20 pass-00001 +drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00002 +drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00003 +drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00004 +drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00005 +drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00006 +drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00007 +drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00008 +drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00009 +drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00010 +drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00011 +drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00012 +drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00013 +drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00014 +``` From c62d5b14a5c8343e455a21fe7c3cf01d14acd1eb Mon Sep 17 00:00:00 2001 From: zhouti Date: Wed, 23 Nov 2016 17:03:09 +0800 Subject: [PATCH 2/8] Added PaddlePaddle on AWS with Kubernetes documentation. --- .../paddlepaddle_on_aws_with_kubernetes.md | 306 ++++++++++++++++++ 1 file changed, 306 insertions(+) create mode 100644 doc/cluster/aws/paddlepaddle_on_aws_with_kubernetes.md diff --git a/doc/cluster/aws/paddlepaddle_on_aws_with_kubernetes.md b/doc/cluster/aws/paddlepaddle_on_aws_with_kubernetes.md new file mode 100644 index 0000000000..e2495055de --- /dev/null +++ b/doc/cluster/aws/paddlepaddle_on_aws_with_kubernetes.md @@ -0,0 +1,306 @@ +#PaddlePaddle on AWS with Kubernetes + +##Prerequisites + +You need an Amazon account and your user account needs the following privileges to continue: + +* AmazonEC2FullAccess +* AmazonS3FullAccess +* AmazonRoute53FullAccess +* AmazonRoute53DomainsFullAccess +* AmazonVPCFullAccess +* IAMUserSSHKeys +* IAMFullAccess +* NetworkAdministrator + +If you are not in Unites States, we also recommend creating a jump server instance with default amazon AMI in the same available zone as your cluster, otherwise there will be some issue on creating the cluster. + + +##For people new to Kubernetes and AWS + +If you are new to Kubernetes or AWS and just want to run PaddlePaddle, you can follow these steps to start up a new cluster. + +###AWS Login + +First configure your aws account information: + +``` +aws configure + +``` +Fill in the required fields: + +``` +AWS Access Key ID: YOUR_ACCESS_KEY_ID +AWS Secrete Access Key: YOUR_SECRETE_ACCESS_KEY +Default region name: us-west-2 +Default output format: json + +``` + +###Cluster Start Up +And then type the following command: + +``` +export KUBERNETES_PROVIDER=aws; curl -sS https://get.k8s.io | bash + +``` + + +This process takes about 5 to 10 minutes. + +Once the cluster is up, the IP addresses of your master and node(s) will be printed, as well as information about the default services running in the cluster (monitoring, logging, dns). + +User credentials and security tokens are written in `~/.kube/config`, they will be necessary to use the CLI or the HTTP Basic Auth. + + +``` +[ec2-user@ip-172-31-24-50 ~]$ export KUBERNETES_PROVIDER=aws; curl -sS https://get.k8s.io | bash +'kubernetes' directory already exist. Should we skip download step and start to create cluster based on it? [Y]/n +Skipping download step. +Creating a kubernetes on aws... +... Starting cluster in us-west-2a using provider aws +... calling verify-prereqs +... calling kube-up +Starting cluster using os distro: jessie +Uploading to Amazon S3 ++++ Staging server tars to S3 Storage: kubernetes-staging-98b0b8ae5c8ea0e33a0faa67722948f1/devel +upload: ../../../tmp/kubernetes.7nMCAR/s3/bootstrap-script to s3://kubernetes-staging-98b0b8ae5c8ea0e33a0faa67722948f1/devel/bootstrap-script +Uploaded server tars: + SERVER_BINARY_TAR_URL: https://s3.amazonaws.com/kubernetes-staging-98b0b8ae5c8ea0e33a0faa67722948f1/devel/kubernetes-server-linux-amd64.tar.gz + SALT_TAR_URL: https://s3.amazonaws.com/kubernetes-staging-98b0b8ae5c8ea0e33a0faa67722948f1/devel/kubernetes-salt.tar.gz + BOOTSTRAP_SCRIPT_URL: https://s3.amazonaws.com/kubernetes-staging-98b0b8ae5c8ea0e33a0faa67722948f1/devel/bootstrap-script +INSTANCEPROFILE arn:aws:iam::525016323257:instance-profile/kubernetes-master 2016-11-22T05:20:41Z AIPAJWBAGNSEHM4CILHDY kubernetes-master / +ROLES arn:aws:iam::525016323257:role/kubernetes-master 2016-11-22T05:20:39Z / AROAJW3VKVVQ5MZSTTJ5O kubernetes-master +ASSUMEROLEPOLICYDOCUMENT 2012-10-17 +STATEMENT sts:AssumeRole Allow +PRINCIPAL ec2.amazonaws.com +INSTANCEPROFILE arn:aws:iam::525016323257:instance-profile/kubernetes-minion 2016-11-22T05:20:45Z AIPAIYVABOPWQZZX5EN5W kubernetes-minion / +ROLES arn:aws:iam::525016323257:role/kubernetes-minion 2016-11-22T05:20:43Z / AROAJKDVM7XQNZ4JGVKNO kubernetes-minion +ASSUMEROLEPOLICYDOCUMENT 2012-10-17 +STATEMENT sts:AssumeRole Allow +PRINCIPAL ec2.amazonaws.com +Using SSH key with (AWS) fingerprint: 08:9f:6b:82:3d:b5:ba:a0:f3:db:ab:94:1b:a7:a4:c7 +Creating vpc. +Adding tag to vpc-fad1139d: Name=kubernetes-vpc +Adding tag to vpc-fad1139d: KubernetesCluster=kubernetes +Using VPC vpc-fad1139d +Adding tag to dopt-e43a7180: Name=kubernetes-dhcp-option-set +Adding tag to dopt-e43a7180: KubernetesCluster=kubernetes +Using DHCP option set dopt-e43a7180 +Creating subnet. +Adding tag to subnet-fc16fa9b: KubernetesCluster=kubernetes +Using subnet subnet-fc16fa9b +Creating Internet Gateway. +Using Internet Gateway igw-fc0d9398 +Associating route table. +Creating route table +Adding tag to rtb-bd8512da: KubernetesCluster=kubernetes +Associating route table rtb-bd8512da to subnet subnet-fc16fa9b +Adding route to route table rtb-bd8512da +Using Route Table rtb-bd8512da +Creating master security group. +Creating security group kubernetes-master-kubernetes. +Adding tag to sg-d9280ba0: KubernetesCluster=kubernetes +Creating minion security group. +Creating security group kubernetes-minion-kubernetes. +Adding tag to sg-dc280ba5: KubernetesCluster=kubernetes +Using master security group: kubernetes-master-kubernetes sg-d9280ba0 +Using minion security group: kubernetes-minion-kubernetes sg-dc280ba5 +Creating master disk: size 20GB, type gp2 +Adding tag to vol-04d71a810478dec0d: Name=kubernetes-master-pd +Adding tag to vol-04d71a810478dec0d: KubernetesCluster=kubernetes +Allocated Elastic IP for master: 35.162.175.115 +Adding tag to vol-04d71a810478dec0d: kubernetes.io/master-ip=35.162.175.115 +Generating certs for alternate-names: IP:35.162.175.115,IP:172.20.0.9,IP:10.0.0.1,DNS:kubernetes,DNS:kubernetes.default,DNS:kubernetes.default.svc,DNS:kubernetes.default.svc.cluster.local,DNS:kubernetes-master +Starting Master +Adding tag to i-042488375c2ca1e3e: Name=kubernetes-master +Adding tag to i-042488375c2ca1e3e: Role=kubernetes-master +Adding tag to i-042488375c2ca1e3e: KubernetesCluster=kubernetes +Waiting for master to be ready +Attempt 1 to check for master nodeWaiting for instance i-042488375c2ca1e3e to be running (currently pending) +Sleeping for 3 seconds... +Waiting for instance i-042488375c2ca1e3e to be running (currently pending) +Sleeping for 3 seconds... +Waiting for instance i-042488375c2ca1e3e to be running (currently pending) +Sleeping for 3 seconds... +Waiting for instance i-042488375c2ca1e3e to be running (currently pending) +Sleeping for 3 seconds... +Waiting for instance i-042488375c2ca1e3e to be running (currently pending) +Sleeping for 3 seconds... + [master running] +Attaching IP 35.162.175.115 to instance i-042488375c2ca1e3e +Attaching persistent data volume (vol-04d71a810478dec0d) to master +2016-11-23T02:14:59.645Z /dev/sdb i-042488375c2ca1e3e attaching vol-04d71a810478dec0d +cluster "aws_kubernetes" set. +user "aws_kubernetes" set. +context "aws_kubernetes" set. +switched to context "aws_kubernetes". +user "aws_kubernetes-basic-auth" set. +Wrote config for aws_kubernetes to /home/ec2-user/.kube/config +Creating minion configuration +Creating autoscaling group + 0 minions started; waiting + 0 minions started; waiting + 0 minions started; waiting + 0 minions started; waiting + 2 minions started; ready +Waiting for cluster initialization. + + This will continually check to see if the API for kubernetes is reachable. + This might loop forever if there was some uncaught error during start + up. + +.......................................................................................................................................................................................................................Kubernetes cluster created. +Sanity checking cluster... +Attempt 1 to check Docker on node @ 35.164.79.249 ...working +Attempt 1 to check Docker on node @ 35.164.83.190 ...working + +Kubernetes cluster is running. The master is running at: + + https://35.162.175.115 + +The user name and password to use is located in /home/ec2-user/.kube/config. + +... calling validate-cluster +Waiting for 2 ready nodes. 0 ready nodes, 2 registered. Retrying. +Waiting for 2 ready nodes. 1 ready nodes, 2 registered. Retrying. +Waiting for 2 ready nodes. 1 ready nodes, 2 registered. Retrying. +Found 2 node(s). +NAME STATUS AGE +ip-172-20-0-23.us-west-2.compute.internal Ready 54s +ip-172-20-0-24.us-west-2.compute.internal Ready 52s +Validate output: +NAME STATUS MESSAGE ERROR +scheduler Healthy ok +controller-manager Healthy ok +etcd-1 Healthy {"health": "true"} +etcd-0 Healthy {"health": "true"} +Cluster validation succeeded +Done, listing cluster services: + +Kubernetes master is running at https://35.162.175.115 +Elasticsearch is running at https://35.162.175.115/api/v1/proxy/namespaces/kube-system/services/elasticsearch-logging +Heapster is running at https://35.162.175.115/api/v1/proxy/namespaces/kube-system/services/heapster +Kibana is running at https://35.162.175.115/api/v1/proxy/namespaces/kube-system/services/kibana-logging +KubeDNS is running at https://35.162.175.115/api/v1/proxy/namespaces/kube-system/services/kube-dns +kubernetes-dashboard is running at https://35.162.175.115/api/v1/proxy/namespaces/kube-system/services/kubernetes-dashboard +Grafana is running at https://35.162.175.115/api/v1/proxy/namespaces/kube-system/services/monitoring-grafana +InfluxDB is running at https://35.162.175.115/api/v1/proxy/namespaces/kube-system/services/monitoring-influxdb + +To further debug and diagnose cluster problems, use 'kubectl cluster-info dump'. + +Kubernetes binaries at /home/ec2-user/kubernetes/cluster/ +You may want to add this directory to your PATH in $HOME/.profile +Installation successful! +``` + + +By default, the script will provision a new VPC and a 4 node k8s cluster in us-west-2a (Oregon) with EC2 instances running on Debian. You can override the variables defined in `/cluster/config-default.sh` to change this behavior as follows: + +``` +export KUBE_AWS_ZONE=us-west-2a +export NUM_NODES=2 +export MASTER_SIZE=m3.medium +export NODE_SIZE=m3.medium +export AWS_S3_REGION=us-west-2a +export AWS_S3_BUCKET=mycompany-kubernetes-artifacts +export KUBE_AWS_INSTANCE_PREFIX=k8s +... + +``` +And then concate the kubernetes binaries directory into PATH: + +``` +export PATH=/platforms/linux/amd64:$PATH + +``` +Now you can use administration tool kubectl to operate the cluster. +By default, kubectl will use the kubeconfig file generated during the cluster startup for authenticating against the API, the location is in `~/.kube/config`. + +For running PaddlePaddle training with Kubernetes on AWS, you can refer to [this article](https://github.com/drinktee/Paddle/blob/k8s/doc_cn/cluster/k8s/distributed_training_on_kubernetes.md). + + +###Cluster Tear Down +If you want to tear down the running cluster: + +``` +export KUBERNETES_PROVIDER=aws; /cluster/kube-down.sh +``` + +This process takes about 2 to 5 minutes. + +``` +[ec2-user@ip-172-31-24-50 ~]$ export KUBERNETES_PROVIDER=aws; ./kubernetes/cluster/kube-down.sh +Bringing down cluster using provider: aws +Deleting instances in VPC: vpc-fad1139d +Deleting auto-scaling group: kubernetes-minion-group-us-west-2a +Deleting auto-scaling launch configuration: kubernetes-minion-group-us-west-2a +Deleting auto-scaling group: kubernetes-minion-group-us-west-2a +Waiting for instances to be deleted +Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Sleeping for 3 seconds... +Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Sleeping for 3 seconds... +Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Sleeping for 3 seconds... +Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Sleeping for 3 seconds... +Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Sleeping for 3 seconds... +Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Sleeping for 3 seconds... +Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Sleeping for 3 seconds... +Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Sleeping for 3 seconds... +Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Sleeping for 3 seconds... +Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Sleeping for 3 seconds... +Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Sleeping for 3 seconds... +Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Sleeping for 3 seconds... +All instances deleted +Releasing Elastic IP: 35.162.175.115 +Deleting volume vol-04d71a810478dec0d +Cleaning up resources in VPC: vpc-fad1139d +Cleaning up security group: sg-d9280ba0 +Cleaning up security group: sg-dc280ba5 +Deleting security group: sg-d9280ba0 +Deleting security group: sg-dc280ba5 +Deleting VPC: vpc-fad1139d +Done +``` + + +## For experts with Kubernetes and AWS + +Sometimes we might need to create or manage the cluster on AWS manually with limited privileges, so here we will explain more on what’s going on with the Kubernetes setup script. + +### Some Presumptions + +* Instances run on Debian, the official IAM, and the filesystem is aufs instead of ext4. +* Kubernetes node use instance storage, no EBS get mounted. Master use a persistent volume for etcd. +* Nodes are running in an Auto Scaling Group on AWS, auto-scaling itself is disabled, but if some node get terminated, it will launch another node instead. +* For networking, we use ip-per-pod model here, each pod get assigned a /24 CIDR. And the whole vpc is a /16 CIDR, No overlay network at this moment, we will add Calico solution later on. +* When you create a service with Type=LoadBalancer, Kubernetes will create and ELB, and create a security group for the ELB. +* Kube-proxy sets up two IAM roles, one for master called kubernetes-master, one for nodes called kubernetes-node. +* All AWS resources are tagged with a tag named "KubernetesCluster", with a value that is the unique cluster-id. + + +###Script Details + +* Create an s3 bucket for binaries and scripts. +* Create two iam roles: kubernetes-master, kubernetes-node. +* Create an AWS SSH key named kubernetes-YOUR_RSA_FINGERPRINT. +* Create a vpc with 172.20.0.0/16 CIDR, and enables dns-support and dns-hostnames options in vpc settings. +* Create Internet gateway, route table, a subnet with CIDR of 172.20.0.0/24, and associate the subnet to the route table. +* Create and configure security group for master and nodes. +* Create an EBS for master, it will be attached after the master node get up. +* Launch the master with fixed ip address 172.20.0.9, and the node is initialized with Salt script, all the components get started as docker containers. +* Create an auto-scaling group, it has the min and max size, it can be changed by using aws api or console, it will auto launch the kubernetes node and configure itself, connect to master, assign an internal CIDR, and the master configures the route table with the assigned CIDR. + + + From 9bb31dfbd434b24c5a51349b2e1eeeb57b75e3cf Mon Sep 17 00:00:00 2001 From: zhouti Date: Wed, 7 Dec 2016 22:47:16 +0800 Subject: [PATCH 3/8] Revised PaddlePaddle on AWS with Kubernetes documentation. --- .../paddlepaddle_on_aws_with_kubernetes.md | 92 ++++++++++++++++++- 1 file changed, 87 insertions(+), 5 deletions(-) diff --git a/doc/cluster/aws/paddlepaddle_on_aws_with_kubernetes.md b/doc/cluster/aws/paddlepaddle_on_aws_with_kubernetes.md index e2495055de..920608c562 100644 --- a/doc/cluster/aws/paddlepaddle_on_aws_with_kubernetes.md +++ b/doc/cluster/aws/paddlepaddle_on_aws_with_kubernetes.md @@ -8,6 +8,7 @@ You need an Amazon account and your user account needs the following privileges * AmazonS3FullAccess * AmazonRoute53FullAccess * AmazonRoute53DomainsFullAccess +* AmazonElasticFileSystemFullAccess * AmazonVPCFullAccess * IAMUserSSHKeys * IAMFullAccess @@ -22,7 +23,7 @@ If you are new to Kubernetes or AWS and just want to run PaddlePaddle, you can f ###AWS Login -First configure your aws account information: +First configure your AWS account information: ``` aws configure @@ -38,7 +39,7 @@ Default output format: json ``` -###Cluster Start Up +###Kubernetes Cluster Start Up And then type the following command: ``` @@ -202,7 +203,7 @@ By default, the script will provision a new VPC and a 4 node k8s cluster in us-w export KUBE_AWS_ZONE=us-west-2a export NUM_NODES=2 export MASTER_SIZE=m3.medium -export NODE_SIZE=m3.medium +export NODE_SIZE=m3.large export AWS_S3_REGION=us-west-2a export AWS_S3_BUCKET=mycompany-kubernetes-artifacts export KUBE_AWS_INSTANCE_PREFIX=k8s @@ -218,10 +219,91 @@ export PATH=/platforms/linux/amd64:$PATH Now you can use administration tool kubectl to operate the cluster. By default, kubectl will use the kubeconfig file generated during the cluster startup for authenticating against the API, the location is in `~/.kube/config`. -For running PaddlePaddle training with Kubernetes on AWS, you can refer to [this article](https://github.com/drinktee/Paddle/blob/k8s/doc_cn/cluster/k8s/distributed_training_on_kubernetes.md). +###Setup PaddlePaddle Environment on AWS +For the design of running PaddlePaddle on Kubernetes, you really need to read [this article](https://github.com/drinktee/Paddle/blob/k8s/doc_cn/cluster/k8s/distributed_training_on_kubernetes.md) first. -###Cluster Tear Down + +For sharing the training data across all the Kubernetes nodes, we use EFS (Elastic File System) in AWS. Ceph might be a better solution, but it requires high version of Linux kernel that might not be stable enough at this moment. We haven't automated the EFS setup at this moment, so please do the following steps: + + +1. Make sure you add the AmazonElasticFileSystemFullAccess policy into your AWS account. + +2. Create the Elastic File System in AWS console, and attach the Kubernetes VPC with it. + +3. Modify the Kubernetes security group, add additional inbound policy "All TCP TCP 0 - 65535 0.0.0.0/0" for Kubernetes default VPC security group. + +4. Follow the EC2 mount instruction to mount the disk onto all the Kubernetes nodes, we recommend to mount EFS disk onto ~/efs. + + +And now you can place your training data onto the EFS, you should follow [this article](https://github.com/drinktee/Paddle/blob/k8s/doc_cn/cluster/k8s/distributed_training_on_kubernetes.md) to locate your data. + +###Start PaddlePaddle Training Demo on AWS + +After setting up all the steps on AWS, We can start up our PaddlePaddle training recommendation demo by using: + +``` +kubectl create -f job.yaml +``` + +The yaml file content is as follows: + +``` +apiVersion: batch/v1 +kind: Job +metadata: + name: paddle-cluster-job +spec: + parallelism: 3 + completions: 3 + template: + metadata: + name: paddle-cluster-job + spec: + volumes: + - name: jobpath + hostPath: + path: /home/admin/efs + containers: + - name: trainer + image: drinkcode/paddle:k8s-job + command: ["bin/bash", "-c", "/root/start.sh"] + env: + - name: JOB_NAME + value: paddle-cluster-job + - name: JOB_PATH + value: /home/jobpath + - name: JOB_NAMESPACE + value: default + - name: TRAIN_CONFIG_DIR + value: recommendation + - name: CONF_PADDLE_NIC + value: eth0 + - name: CONF_PADDLE_PORT + value: "7164" + - name: CONF_PADDLE_PORTS_NUM + value: "2" + - name: CONF_PADDLE_PORTS_NUM_SPARSE + value: "2" + - name: CONF_PADDLE_GRADIENT_NUM + value: "3" + volumeMounts: + - name: jobpath + mountPath: /home/jobpath + ports: + - name: jobport + hostPort: 30001 + containerPort: 30001 + restartPolicy: Never + +``` +It will generate three PaddlePaddle job runing on distributed Kubernetes nodes, and all the training result will be written into EFS. + +We've made an experiment of running this PaddlePaddle recommendation training demo on three 2 core 8 GB machine (m3.large), and it took 8 hours to generate 10 models. + + + +###Kubernetes Cluster Tear Down If you want to tear down the running cluster: ``` From a65578586e6b32ee1ebfcc6c5a19537708a70ead Mon Sep 17 00:00:00 2001 From: zhouti Date: 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Should we skip download step and start to create cluster based on it? [Y]/n Skipping download step. Creating a kubernetes on aws... @@ -65,74 +77,72 @@ Creating a kubernetes on aws... ... calling kube-up Starting cluster using os distro: jessie Uploading to Amazon S3 -+++ Staging server tars to S3 Storage: kubernetes-staging-98b0b8ae5c8ea0e33a0faa67722948f1/devel -upload: ../../../tmp/kubernetes.7nMCAR/s3/bootstrap-script to s3://kubernetes-staging-98b0b8ae5c8ea0e33a0faa67722948f1/devel/bootstrap-script ++++ Staging server tars to S3 Storage: kubernetes-staging-9996f910edd9ec30ed3f8e3a9db7466c/devel +upload: ../../../tmp/kubernetes.KsacFg/s3/bootstrap-script to s3://kubernetes-staging-9996f910edd9ec30ed3f8e3a9db7466c/devel/bootstrap-script Uploaded server tars: - SERVER_BINARY_TAR_URL: https://s3.amazonaws.com/kubernetes-staging-98b0b8ae5c8ea0e33a0faa67722948f1/devel/kubernetes-server-linux-amd64.tar.gz - SALT_TAR_URL: https://s3.amazonaws.com/kubernetes-staging-98b0b8ae5c8ea0e33a0faa67722948f1/devel/kubernetes-salt.tar.gz - BOOTSTRAP_SCRIPT_URL: https://s3.amazonaws.com/kubernetes-staging-98b0b8ae5c8ea0e33a0faa67722948f1/devel/bootstrap-script -INSTANCEPROFILE arn:aws:iam::525016323257:instance-profile/kubernetes-master 2016-11-22T05:20:41Z AIPAJWBAGNSEHM4CILHDY kubernetes-master / -ROLES arn:aws:iam::525016323257:role/kubernetes-master 2016-11-22T05:20:39Z / AROAJW3VKVVQ5MZSTTJ5O kubernetes-master + SERVER_BINARY_TAR_URL: https://s3.amazonaws.com/kubernetes-staging-9996f910edd9ec30ed3f8e3a9db7466c/devel/kubernetes-server-linux-amd64.tar.gz + SALT_TAR_URL: https://s3.amazonaws.com/kubernetes-staging-9996f910edd9ec30ed3f8e3a9db7466c/devel/kubernetes-salt.tar.gz + BOOTSTRAP_SCRIPT_URL: https://s3.amazonaws.com/kubernetes-staging-9996f910edd9ec30ed3f8e3a9db7466c/devel/bootstrap-script +INSTANCEPROFILE arn:aws:iam::330323714104:instance-profile/kubernetes-master 2016-12-01T03:19:54Z AIPAIQDDLSMLWJ2QDXM6I kubernetes-master / +ROLES arn:aws:iam::330323714104:role/kubernetes-master 2016-12-01T03:19:52Z / AROAJDKKDIYHJTTEJM73M kubernetes-master ASSUMEROLEPOLICYDOCUMENT 2012-10-17 STATEMENT sts:AssumeRole Allow PRINCIPAL ec2.amazonaws.com -INSTANCEPROFILE arn:aws:iam::525016323257:instance-profile/kubernetes-minion 2016-11-22T05:20:45Z AIPAIYVABOPWQZZX5EN5W kubernetes-minion / -ROLES arn:aws:iam::525016323257:role/kubernetes-minion 2016-11-22T05:20:43Z / AROAJKDVM7XQNZ4JGVKNO kubernetes-minion +INSTANCEPROFILE arn:aws:iam::330323714104:instance-profile/kubernetes-minion 2016-12-01T03:19:57Z AIPAJGNG4GYTNVP3UQU4S kubernetes-minion / +ROLES arn:aws:iam::330323714104:role/kubernetes-minion 2016-12-01T03:19:55Z / AROAIZVAWWBIVUENE5XB4 kubernetes-minion ASSUMEROLEPOLICYDOCUMENT 2012-10-17 STATEMENT sts:AssumeRole Allow PRINCIPAL ec2.amazonaws.com -Using SSH key with (AWS) fingerprint: 08:9f:6b:82:3d:b5:ba:a0:f3:db:ab:94:1b:a7:a4:c7 +Using SSH key with (AWS) fingerprint: 70:66:c6:3d:53:3b:e5:3d:1d:7f:cd:c9:d1:87:35:81 Creating vpc. -Adding tag to vpc-fad1139d: Name=kubernetes-vpc -Adding tag to vpc-fad1139d: KubernetesCluster=kubernetes -Using VPC vpc-fad1139d -Adding tag to dopt-e43a7180: Name=kubernetes-dhcp-option-set -Adding tag to dopt-e43a7180: KubernetesCluster=kubernetes -Using DHCP option set dopt-e43a7180 +Adding tag to vpc-e01fc087: Name=kubernetes-vpc +Adding tag to vpc-e01fc087: KubernetesCluster=kubernetes +Using VPC vpc-e01fc087 +Adding tag to dopt-807151e4: Name=kubernetes-dhcp-option-set +Adding tag to dopt-807151e4: KubernetesCluster=kubernetes +Using DHCP option set dopt-807151e4 Creating subnet. -Adding tag to subnet-fc16fa9b: KubernetesCluster=kubernetes -Using subnet subnet-fc16fa9b +Adding tag to subnet-4a9a642d: KubernetesCluster=kubernetes +Using subnet subnet-4a9a642d Creating Internet Gateway. -Using Internet Gateway igw-fc0d9398 +Using Internet Gateway igw-821a73e6 Associating route table. Creating route table -Adding tag to rtb-bd8512da: KubernetesCluster=kubernetes -Associating route table rtb-bd8512da to subnet subnet-fc16fa9b -Adding route to route table rtb-bd8512da -Using Route Table rtb-bd8512da +Adding tag to rtb-0d96fa6a: KubernetesCluster=kubernetes +Associating route table rtb-0d96fa6a to subnet subnet-4a9a642d +Adding route to route table rtb-0d96fa6a +Using Route Table rtb-0d96fa6a Creating master security group. Creating security group kubernetes-master-kubernetes. -Adding tag to sg-d9280ba0: KubernetesCluster=kubernetes +Adding tag to sg-a47564dd: KubernetesCluster=kubernetes Creating minion security group. Creating security group kubernetes-minion-kubernetes. -Adding tag to sg-dc280ba5: KubernetesCluster=kubernetes -Using master security group: kubernetes-master-kubernetes sg-d9280ba0 -Using minion security group: kubernetes-minion-kubernetes sg-dc280ba5 +Adding tag to sg-9a7564e3: KubernetesCluster=kubernetes +Using master security group: kubernetes-master-kubernetes sg-a47564dd +Using minion security group: kubernetes-minion-kubernetes sg-9a7564e3 Creating master disk: size 20GB, type gp2 -Adding tag to vol-04d71a810478dec0d: Name=kubernetes-master-pd -Adding tag to vol-04d71a810478dec0d: KubernetesCluster=kubernetes -Allocated Elastic IP for master: 35.162.175.115 -Adding tag to vol-04d71a810478dec0d: kubernetes.io/master-ip=35.162.175.115 -Generating certs for alternate-names: IP:35.162.175.115,IP:172.20.0.9,IP:10.0.0.1,DNS:kubernetes,DNS:kubernetes.default,DNS:kubernetes.default.svc,DNS:kubernetes.default.svc.cluster.local,DNS:kubernetes-master +Adding tag to vol-0eba023cc1874c790: Name=kubernetes-master-pd +Adding tag to vol-0eba023cc1874c790: KubernetesCluster=kubernetes +Allocated Elastic IP for master: 35.165.155.60 +Adding tag to vol-0eba023cc1874c790: kubernetes.io/master-ip=35.165.155.60 +Generating certs for alternate-names: IP:35.165.155.60,IP:172.20.0.9,IP:10.0.0.1,DNS:kubernetes,DNS:kubernetes.default,DNS:kubernetes.default.svc,DNS:kubernetes.default.svc.cluster.local,DNS:kubernetes-master Starting Master -Adding tag to i-042488375c2ca1e3e: Name=kubernetes-master -Adding tag to i-042488375c2ca1e3e: Role=kubernetes-master -Adding tag to i-042488375c2ca1e3e: KubernetesCluster=kubernetes +Adding tag to i-097f358631739e01c: Name=kubernetes-master +Adding tag to i-097f358631739e01c: Role=kubernetes-master +Adding tag to i-097f358631739e01c: KubernetesCluster=kubernetes Waiting for master to be ready -Attempt 1 to check for master nodeWaiting for instance i-042488375c2ca1e3e to be running (currently pending) -Sleeping for 3 seconds... -Waiting for instance i-042488375c2ca1e3e to be running (currently pending) +Attempt 1 to check for master nodeWaiting for instance i-097f358631739e01c to be running (currently pending) Sleeping for 3 seconds... -Waiting for instance i-042488375c2ca1e3e to be running (currently pending) +Waiting for instance i-097f358631739e01c to be running (currently pending) Sleeping for 3 seconds... -Waiting for instance i-042488375c2ca1e3e to be running (currently pending) +Waiting for instance i-097f358631739e01c to be running (currently pending) Sleeping for 3 seconds... -Waiting for instance i-042488375c2ca1e3e to be running (currently pending) +Waiting for instance i-097f358631739e01c to be running (currently pending) Sleeping for 3 seconds... [master running] -Attaching IP 35.162.175.115 to instance i-042488375c2ca1e3e -Attaching persistent data volume (vol-04d71a810478dec0d) to master -2016-11-23T02:14:59.645Z /dev/sdb i-042488375c2ca1e3e attaching vol-04d71a810478dec0d +Attaching IP 35.165.155.60 to instance i-097f358631739e01c +Attaching persistent data volume (vol-0eba023cc1874c790) to master +2016-12-13T10:56:50.378Z /dev/sdb i-097f358631739e01c attaching vol-0eba023cc1874c790 cluster "aws_kubernetes" set. user "aws_kubernetes" set. context "aws_kubernetes" set. @@ -145,32 +155,34 @@ Creating autoscaling group 0 minions started; waiting 0 minions started; waiting 0 minions started; waiting - 2 minions started; ready + 0 minions started; waiting + 3 minions started; ready Waiting for cluster initialization. This will continually check to see if the API for kubernetes is reachable. This might loop forever if there was some uncaught error during start up. -.......................................................................................................................................................................................................................Kubernetes cluster created. +...........................................................................................................................................................................Kubernetes cluster created. Sanity checking cluster... -Attempt 1 to check Docker on node @ 35.164.79.249 ...working -Attempt 1 to check Docker on node @ 35.164.83.190 ...working +Attempt 1 to check Docker on node @ 35.165.35.181 ...working +Attempt 1 to check Docker on node @ 35.165.79.208 ...working +Attempt 1 to check Docker on node @ 35.163.90.67 ...working Kubernetes cluster is running. The master is running at: - https://35.162.175.115 + https://35.165.155.60 The user name and password to use is located in /home/ec2-user/.kube/config. ... calling validate-cluster -Waiting for 2 ready nodes. 0 ready nodes, 2 registered. Retrying. -Waiting for 2 ready nodes. 1 ready nodes, 2 registered. Retrying. -Waiting for 2 ready nodes. 1 ready nodes, 2 registered. Retrying. -Found 2 node(s). -NAME STATUS AGE -ip-172-20-0-23.us-west-2.compute.internal Ready 54s -ip-172-20-0-24.us-west-2.compute.internal Ready 52s +Waiting for 3 ready nodes. 0 ready nodes, 3 registered. Retrying. +Waiting for 3 ready nodes. 0 ready nodes, 3 registered. Retrying. +Found 3 node(s). +NAME STATUS AGE +ip-172-20-0-186.us-west-2.compute.internal Ready 33s +ip-172-20-0-187.us-west-2.compute.internal Ready 34s +ip-172-20-0-188.us-west-2.compute.internal Ready 34s Validate output: NAME STATUS MESSAGE ERROR scheduler Healthy ok @@ -180,14 +192,14 @@ etcd-0 Healthy {"health": "true"} Cluster validation succeeded Done, listing cluster services: -Kubernetes master is running at https://35.162.175.115 -Elasticsearch is running at https://35.162.175.115/api/v1/proxy/namespaces/kube-system/services/elasticsearch-logging -Heapster is running at https://35.162.175.115/api/v1/proxy/namespaces/kube-system/services/heapster -Kibana is running at https://35.162.175.115/api/v1/proxy/namespaces/kube-system/services/kibana-logging -KubeDNS is running at https://35.162.175.115/api/v1/proxy/namespaces/kube-system/services/kube-dns -kubernetes-dashboard is running at https://35.162.175.115/api/v1/proxy/namespaces/kube-system/services/kubernetes-dashboard -Grafana is running at https://35.162.175.115/api/v1/proxy/namespaces/kube-system/services/monitoring-grafana -InfluxDB is running at https://35.162.175.115/api/v1/proxy/namespaces/kube-system/services/monitoring-influxdb +Kubernetes master is running at https://35.165.155.60 +Elasticsearch is running at https://35.165.155.60/api/v1/proxy/namespaces/kube-system/services/elasticsearch-logging +Heapster is running at https://35.165.155.60/api/v1/proxy/namespaces/kube-system/services/heapster +Kibana is running at https://35.165.155.60/api/v1/proxy/namespaces/kube-system/services/kibana-logging +KubeDNS is running at https://35.165.155.60/api/v1/proxy/namespaces/kube-system/services/kube-dns +kubernetes-dashboard is running at https://35.165.155.60/api/v1/proxy/namespaces/kube-system/services/kubernetes-dashboard +Grafana is running at https://35.165.155.60/api/v1/proxy/namespaces/kube-system/services/monitoring-grafana +InfluxDB is running at https://35.165.155.60/api/v1/proxy/namespaces/kube-system/services/monitoring-influxdb To further debug and diagnose cluster problems, use 'kubectl cluster-info dump'. @@ -197,31 +209,36 @@ Installation successful! ``` -By default, the script will provision a new VPC and a 4 node k8s cluster in us-west-2a (Oregon) with EC2 instances running on Debian. You can override the variables defined in `/cluster/config-default.sh` to change this behavior as follows: +Once the cluster is up, the IP addresses of your master and node(s) will be printed, as well as information about the default services running in the cluster (monitoring, logging, dns). + +User credentials and security tokens are written in `~/.kube/config`, they will be necessary to use the CLI or the HTTP Basic Auth. + -``` -export KUBE_AWS_ZONE=us-west-2a -export NUM_NODES=2 -export MASTER_SIZE=m3.medium -export NODE_SIZE=m3.large -export AWS_S3_REGION=us-west-2a -export AWS_S3_BUCKET=mycompany-kubernetes-artifacts -export KUBE_AWS_INSTANCE_PREFIX=k8s -... -``` And then concate the kubernetes binaries directory into PATH: + ``` export PATH=/platforms/linux/amd64:$PATH ``` -Now you can use administration tool kubectl to operate the cluster. -By default, kubectl will use the kubeconfig file generated during the cluster startup for authenticating against the API, the location is in `~/.kube/config`. + + +Now you can use administration tool `kubectl` to operate the cluster. +By default, `kubectl` will use the kubeconfig file generated during the cluster startup for authenticating against the API, the location is in `~/.kube/config`. + ###Setup PaddlePaddle Environment on AWS -For the design of running PaddlePaddle on Kubernetes, you really need to read [this article](https://github.com/drinktee/Paddle/blob/k8s/doc_cn/cluster/k8s/distributed_training_on_kubernetes.md) first. +Now, we've created a cluster with following network capability: + +1. All Kubernetes nodes can communicate with each other. + +1. All Docker containers on Kubernetes nodes can communicate with each other. + +1. All Kubernetes nodes can communicate with all Docker containers on Kubernetes nodes. + +1. All other traffic loads from outside of Kubernetes nodes cannot reach to the Docker containers on Kubernetes nodes except for creating the services for containers. For sharing the training data across all the Kubernetes nodes, we use EFS (Elastic File System) in AWS. Ceph might be a better solution, but it requires high version of Linux kernel that might not be stable enough at this moment. We haven't automated the EFS setup at this moment, so please do the following steps: @@ -229,23 +246,182 @@ For sharing the training data across all the Kubernetes nodes, we use EFS (Elast 1. Make sure you add the AmazonElasticFileSystemFullAccess policy into your AWS account. -2. Create the Elastic File System in AWS console, and attach the Kubernetes VPC with it. +1. Create the Elastic File System in AWS console, and attach the Kubernetes VPC with it. +![create_efs](create_efs.png =800x) + +1. Modify the Kubernetes security group under ec2/Security Groups, add additional inbound policy "All TCP TCP 0 - 65535 0.0.0.0/0" for Kubernetes default VPC security group. +![add_security_group](add_security_group.png =800x) + + +1. Follow the EC2 mount instruction to mount the disk onto all the Kubernetes nodes, we recommend to mount EFS disk onto ~/efs. +![efs_mount](efs_mount.png =800x) + + +Before starting the training, you should place your user config and divided training data onto EFS. When the training start, each task will copy related files from EFS into container, and it will also write the training results back onto EFS, we will show you how to place the data later in this article. + + + +###Core Concept of PaddlePaddle Training on AWS + +Now we've already setup a 3 node distributed training cluster, and on each node we've attached the EFS volume, in this training demo, we will create three Kubernetes pod and scheduling them on 3 node. Each pod contains a PaddlePaddle container. When container gets created, it will start pserver and trainer process, load the training data from EFS volume and start the distributed training task. + +####Use Kubernetes Job + +We use Kubernetes job to represent one time of distributed training. After the job get finished, Kubernetes will destroy job container and release all related resources. -3. Modify the Kubernetes security group, add additional inbound policy "All TCP TCP 0 - 65535 0.0.0.0/0" for Kubernetes default VPC security group. +We can write a yaml file to describe the Kubernetes job. The file contains lots of configuration information, for example PaddlePaddle's node number, `paddle pserver` open port number, the network card info etc., these information are passed into container for processes to use as environment variables. -4. Follow the EC2 mount instruction to mount the disk onto all the Kubernetes nodes, we recommend to mount EFS disk onto ~/efs. +In one time of distributed training, user will confirm the PaddlePaddle node number first. And then upload the pre-divided training data and configuration file onth EFS volume. And then create the Kubernetes job yaml file; submit to the Kubernetes cluster to start the training job. +####Create PaddlePaddle Node + +After Kubernetes master gets the request, it will parse the yaml file and create several pods (PaddlePaddle's node number), Kubernetes will allocate these pods onto cluster's node. A pod represents a PaddlePaddle node, when pod is successfully allocated onto one physical/virtual machine, Kubernetes will startup the container in the pod, and this container will use the environment variables in yaml file and start up `paddle pserver` and `paddle trainer` processes. + + +####Start up Training + +After container gets started, it starts up the distributed training by using scripts. We know `paddle train` process need to know other node's ip address and it's own trainer_id, since PaddlePaddle currently don't have the ability to do the service discovery, so in the start up script, each node will use job pod's name to query all to pod info from Kubernetes apiserver (apiserver's endpoint is an environment variable in container by default). + +With pod information, we can assign each pod a unique trainer_id. Here we sort all the pods by pod's ip, and assign the index to each PaddlePaddle node as it's trainer_id. The workflow of starting up the script is as follows: + +1. Query the api server to get pod information, and assign the trainer_id by sorting the ip. +1. Copy the training data from EFS sharing volume into container. +1. Parse the `paddle pserver` and 'paddle trainer' startup parameters from environment variables, and then start up the processes. +1. PaddlePaddle will automatically write the result onto the PaddlePaddle node with trainer_id:0, we set the output path to be the EFS volume to save the result data. -And now you can place your training data onto the EFS, you should follow [this article](https://github.com/drinktee/Paddle/blob/k8s/doc_cn/cluster/k8s/distributed_training_on_kubernetes.md) to locate your data. ###Start PaddlePaddle Training Demo on AWS -After setting up all the steps on AWS, We can start up our PaddlePaddle training recommendation demo by using: +Now we'll start a PaddlePaddle training demo on AWS, steps are as follows: + +1. Build PaddlePaddle Docker image. +1. Divide the training data file and upload it onto the EFS sharing volume. +1. Create the training job yaml file, and start up the job. +1. Check the result after training. + +####Build PaddlePaddle Docker Image + +PaddlePaddle docker image need to provide the runtime environment for `paddle pserver` and `paddle train`, so the container use this image should have two main function: + +1. Copy the training data into container. +1. Generate the startup parameter for `paddle pserver` and `paddle train` process, and startup the training. + + +Since official `paddledev/paddle:cpu-latest` have already included the PaddlePaddle binary, but lack of the above functionalities, so we will create the startup script based on this image, to achieve the work above. the detailed Dockerfile is as follows: ``` -kubectl create -f job.yaml +FROM paddledev/paddle:cpu-latest + +MAINTAINER zjsxzong89@gmail.com + +COPY start.sh /root/ +COPY start_paddle.py /root/ +CMD ["bash"," -c","/root/start.sh"] ``` +At this point, we will copy our `start.sh` and `start_paddle.py` file into container, and then exec `start_paddle.py` script to start up the training, all the steps like assigning trainer_id, getting other nodes' ip are implemented in `start_paddle.py`. + +`start_paddle.py` will start parsing the parameters. + +``` +parser = argparse.ArgumentParser(prog="start_paddle.py", + description='simple tool for k8s') + args, train_args_list = parser.parse_known_args() + train_args = refine_unknown_args(train_args_list) + train_args_dict = dict(zip(train_args[:-1:2], train_args[1::2])) + podlist = getPodList() +``` + +And then using function `getPodList()` to query all the pod information from the job name through Kubernetes api server. When all the pods are in the running status, using `getIdMap(podlist)` to get the trainer_id. + +``` + podlist = getPodList() + # need to wait until all pods are running + while not isPodAllRunning(podlist): + time.sleep(10) + podlist = getPodList() + idMap = getIdMap(podlist) +``` + +In function `getIdMap(podlist)`, we use podlist to get the ip address for each pod and sort them, use the index as the trainer_id. + +``` +def getIdMap(podlist): + ''' + generate tainer_id by ip + ''' + ips = [] + for pod in podlist["items"]: + ips.append(pod["status"]["podIP"]) + ips.sort() + idMap = {} + for i in range(len(ips)): + idMap[ips[i]] = i + return idMap +``` + +After getting `idMap`, we use function `startPaddle(idMap, train_args_dict)` to generate `paddle pserver` and `paddle train` start up parameters and then start up the processes. + +In function `startPaddle`, the most important work is to generate `paddle pserver` and `paddle train` start up parameters. For example, `paddle train` parameter parsing, we will get parameters like `PADDLE_NIC`, `PADDLE_PORT`, `PADDLE_PORTS_NUM`, and get the `trainer_id` from `idMap`. + +``` + program = 'paddle train' + args = " --nics=" + PADDLE_NIC + args += " --port=" + str(PADDLE_PORT) + args += " --ports_num=" + str(PADDLE_PORTS_NUM) + args += " --comment=" + "paddle_process_by_paddle" + ip_string = "" + for ip in idMap.keys(): + ip_string += (ip + ",") + ip_string = ip_string.rstrip(",") + args += " --pservers=" + ip_string + args_ext = "" + for key, value in train_args_dict.items(): + args_ext += (' --' + key + '=' + value) + localIP = socket.gethostbyname(socket.gethostname()) + trainerId = idMap[localIP] + args += " " + args_ext + " --trainer_id=" + \ + str(trainerId) + " --save_dir=" + JOB_PATH_OUTPUT +``` + +Use `docker build` to build toe Docker Image: + +``` +docker build -t your_repo/paddle:mypaddle . +``` + +And then push the built image onto docker registry. + +``` +docker push your_repo/paddle:mypaddle +``` + +####Upload Training Data File + +Here we will use PaddlePaddle's official recommendation demo as the content for this training, we put the training data file into a directory named by job name, which located in EFS sharing volume, the tree structure for the directory looks like: + +``` +efs +└── paddle-cluster-job + ├── data + │ ├── 0 + │ │ + │ ├── 1 + │ │ + │ └── 2 + ├── output + └── recommendation +``` + +The `paddle-cluster-job` directory is the job name for this training, this training includes 3 PaddlePaddle node, we store the pre-divided data under `paddle-cluster-job/data` directory, directory 0, 1, 2 each represent 3 nodes' trainer_id. the training data in in recommendation directory, the training results and logs will be in the output directory. + + +####Create Kubernetes Job + +Kubernetes use yaml file to describe job details, and then use command line tool to create the job in Kubernetes cluster. + +In yaml file, we describe the Docker image we use for this training, the node number we need to startup, the volume mounting information and all the necessary parameters we need for `paddle pserver` and `paddle train` processes. + The yaml file content is as follows: ``` @@ -297,14 +473,93 @@ spec: restartPolicy: Never ``` -It will generate three PaddlePaddle job runing on distributed Kubernetes nodes, and all the training result will be written into EFS. -We've made an experiment of running this PaddlePaddle recommendation training demo on three 2 core 8 GB machine (m3.large), and it took 8 hours to generate 10 models. +In yaml file, the metadata's name is the job's name. `parallelism, completions` means this job will simultaneously start up 3 PaddlePaddle nodes, and this job will be finished when there are 3 finished pods. For the data store volume, we declare the path jobpath, it mount the /home/admin/efs on host machine into the container with path /home/jobpath. So in container, the /home/jobpath actually stores the data onto EFS sharing volume. + +`env` field represents container's environment variables, we pass the PaddlePaddle parameters into containers by using the `env` field. + +`JOB_PATH` represents the sharing volume path, `JOB_NAME` represents job name, `TRAIN_CONFIG_DIR` represents the training data file directory, we can these three parameters to get the file path for this training. + +`CONF_PADDLE_NIC` represents `paddle pserver` process's `--nics` parameters, the NIC name. +`CONF_PADDLE_PORT` represents `paddle pserver` process's `--port` parameters, `CONF_PADDLE_PORTS_NUM` represents `--port_num` parameter. + +`CONF_PADDLE_PORTS_NUM_SPARSE` represents the sparse updated port number, `--ports_num_for_sparse` parameter. + +`CONF_PADDLE_GRADIENT_NUM` represents the training node number, `--num_gradient_servers` parameter. + +After we create the yaml file, we can use Kubernetes command line tool to create the job onto the cluster. + +``` +kubectl create -f job.yaml +``` + +After we execute the above command, Kubernetes will create 3 pods and then pull the PaddlePaddle image, then start up the containers for training. + + + +####Check Training Results + +During the training, we can see the logs and models on EFS sharing volume, the output directory contains the training results. (Caution: node_0, node_1, node_2 directories represents PaddlePaddle node and train_id, not the Kubernetes node) + +``` +[root@paddle-kubernetes-node0 output]# tree -d +. +├── node_0 +│ ├── server.log +│ └── train.log +├── node_1 +│ ├── server.log +│ └── train.log +├── node_2 +...... +├── pass-00002 +│ ├── done +│ ├── ___embedding_0__.w0 +│ ├── ___embedding_1__.w0 +...... +``` + +We can always check the container training status through logs, for example: + +``` +[root@paddle-kubernetes-node0 node_0]# cat train.log +I1116 09:10:17.123121 50 Util.cpp:155] commandline: + /usr/local/bin/../opt/paddle/bin/paddle_trainer + --nics=eth0 --port=7164 + --ports_num=2 --comment=paddle_process_by_paddle + --pservers=192.168.129.66,192.168.223.143,192.168.129.71 + --ports_num_for_sparse=2 --config=./trainer_config.py + --trainer_count=4 --num_passes=10 --use_gpu=0 + --log_period=50 --dot_period=10 --saving_period=1 + --local=0 --trainer_id=0 + --save_dir=/home/jobpath/paddle-cluster-job/output +I1116 09:10:17.123440 50 Util.cpp:130] Calling runInitFunctions +I1116 09:10:17.123764 50 Util.cpp:143] Call runInitFunctions done. +[WARNING 2016-11-16 09:10:17,227 default_decorators.py:40] please use keyword arguments in paddle config. +[INFO 2016-11-16 09:10:17,239 networks.py:1282] The input order is [movie_id, title, genres, user_id, gender, age, occupation, rating] +[INFO 2016-11-16 09:10:17,239 networks.py:1289] The output order is [__regression_cost_0__] +I1116 09:10:17.392917 50 Trainer.cpp:170] trainer mode: Normal +I1116 09:10:17.613910 50 PyDataProvider2.cpp:257] loading dataprovider dataprovider::process +I1116 09:10:17.680917 50 PyDataProvider2.cpp:257] loading dataprovider dataprovider::process +I1116 09:10:17.681543 50 GradientMachine.cpp:134] Initing parameters.. +I1116 09:10:18.012390 50 GradientMachine.cpp:141] Init parameters done. +I1116 09:10:18.018641 50 ParameterClient2.cpp:122] pserver 0 192.168.129.66:7164 +I1116 09:10:18.018950 50 ParameterClient2.cpp:122] pserver 1 192.168.129.66:7165 +I1116 09:10:18.019069 50 ParameterClient2.cpp:122] pserver 2 192.168.223.143:7164 +I1116 09:10:18.019492 50 ParameterClient2.cpp:122] pserver 3 192.168.223.143:7165 +I1116 09:10:18.019716 50 ParameterClient2.cpp:122] pserver 4 192.168.129.71:7164 +I1116 09:10:18.019836 50 ParameterClient2.cpp:122] pserver 5 192.168.129.71:7165 +``` + +It'll take around 8 hours to run this PaddlePaddle recommendation training demo on three 2 core 8 GB EC2 machine (m3.large), and the results will be 8 trained models. ###Kubernetes Cluster Tear Down -If you want to tear down the running cluster: + + +If you want to tear down the running cluster, make sure to *delete* the EFS volume first, and then use the following command: + ``` export KUBERNETES_PROVIDER=aws; /cluster/kube-down.sh @@ -313,51 +568,46 @@ export KUBERNETES_PROVIDER=aws; /cluster/kube-down This process takes about 2 to 5 minutes. ``` -[ec2-user@ip-172-31-24-50 ~]$ export KUBERNETES_PROVIDER=aws; ./kubernetes/cluster/kube-down.sh +ec2-user@ip-172-31-27-229 ~]$ export KUBERNETES_PROVIDER=aws; ./kubernetes/cluster/kube-down.sh Bringing down cluster using provider: aws -Deleting instances in VPC: vpc-fad1139d +Deleting instances in VPC: vpc-e01fc087 Deleting auto-scaling group: kubernetes-minion-group-us-west-2a Deleting auto-scaling launch configuration: kubernetes-minion-group-us-west-2a Deleting auto-scaling group: kubernetes-minion-group-us-west-2a +Deleting auto-scaling group: kubernetes-minion-group-us-west-2a Waiting for instances to be deleted -Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) Sleeping for 3 seconds... -Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) Sleeping for 3 seconds... -Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) Sleeping for 3 seconds... -Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) Sleeping for 3 seconds... -Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) Sleeping for 3 seconds... -Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) Sleeping for 3 seconds... -Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) Sleeping for 3 seconds... -Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) Sleeping for 3 seconds... -Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) -Sleeping for 3 seconds... -Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) -Sleeping for 3 seconds... -Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) -Sleeping for 3 seconds... -Waiting for instance i-09d7e8824ef1f8384 to be terminated (currently shutting-down) +Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) Sleeping for 3 seconds... All instances deleted -Releasing Elastic IP: 35.162.175.115 -Deleting volume vol-04d71a810478dec0d -Cleaning up resources in VPC: vpc-fad1139d -Cleaning up security group: sg-d9280ba0 -Cleaning up security group: sg-dc280ba5 -Deleting security group: sg-d9280ba0 -Deleting security group: sg-dc280ba5 -Deleting VPC: vpc-fad1139d +Releasing Elastic IP: 35.165.155.60 +Deleting volume vol-0eba023cc1874c790 +Cleaning up resources in VPC: vpc-e01fc087 +Cleaning up security group: sg-9a7564e3 +Cleaning up security group: sg-a47564dd +Deleting security group: sg-9a7564e3 +Deleting security group: sg-a47564dd +Deleting VPC: vpc-e01fc087 Done ``` -## For experts with Kubernetes and AWS +## For Experts with Kubernetes and AWS Sometimes we might need to create or manage the cluster on AWS manually with limited privileges, so here we will explain more on what’s going on with the Kubernetes setup script. @@ -386,3 +636,4 @@ Sometimes we might need to create or manage the cluster on AWS manually with lim + From 0922f5b56ca25f09a640234c728fd878351e82b1 Mon Sep 17 00:00:00 2001 From: zhouti Date: Thu, 15 Dec 2016 20:16:18 +0800 Subject: [PATCH 5/8] Revised documentation. --- .../paddlepaddle_on_aws_with_kubernetes.md | 58 ++++++++++++------- doc/kubernetes_on_paddle.md | 2 + 2 files changed, 38 insertions(+), 22 deletions(-) diff --git a/doc/cluster/aws/paddlepaddle_on_aws_with_kubernetes.md b/doc/cluster/aws/paddlepaddle_on_aws_with_kubernetes.md index b4e88f6e5c..f6552c45c5 100644 --- a/doc/cluster/aws/paddlepaddle_on_aws_with_kubernetes.md +++ b/doc/cluster/aws/paddlepaddle_on_aws_with_kubernetes.md @@ -1,8 +1,14 @@ -ddlePaddle on AWS with Kubernetes +#PaddlePaddle on AWS with Kubernetes ##Prerequisites -You need an Amazon account and your user account needs the following privileges to continue: +First, you need an AWS account, please check out [this](http://docs.aws.amazon.com/lambda/latest/dg/setting-up.html) for how to setup an AWS account. + +And then you can create an user by following [this](http://docs.aws.amazon.com/IAM/latest/UserGuide/id_users_create.html) instruction, you shall create an user group with following privileges, and then add the user to that group: + + + +Those previleges are: * AmazonEC2FullAccess * AmazonS3FullAccess @@ -15,24 +21,28 @@ You need an Amazon account and your user account needs the following privileges * NetworkAdministrator -![managed_policy](managed_policy.png =800x)) - -If you are not in Unites States, we also recommend creating a jump server VM instance with default amazon AMI in the same available zone as your cluster and login to jump server for the following operations, otherwise there will be some issues related to account authentication. +If you located in China, we also recommend creating a tunnel server VM instance with default amazon AMI in the same available zone as your cluster and login to tunnel server for the following steps, otherwise there will be some issues related to account authentication. ##PaddlePaddle on AWS -If you are new to Kubernetes or AWS and just want to run PaddlePaddle, you can follow these steps to start up a new cluster. +Here we will show you step by step on how to run PaddlePaddle training on AWS cluster. ###AWS Login -First configure your AWS account information: +First check out [this](http://docs.aws.amazon.com/cli/latest/userguide/installing.html) for installing the AWS command line interface, if you use ec2 instance with default amazon AMI, the cli tool has already been installed on your machine. + + +And then configure your AWS account information: ``` aws configure ``` -Fill in the required fields: + + +Fill in the required fields (You can get your AWS aceess key id and AWS secrete access key by following [this](http://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSGettingStartedGuide/AWSCredentials.html) instruction): + ``` AWS Access Key ID: YOUR_ACCESS_KEY_ID @@ -43,14 +53,19 @@ Default output format: json ``` ###Kubernetes Cluster Start Up -And then type the following command: + + +And then execute the following command after your aws login: ``` export KUBERNETES_PROVIDER=aws; curl -sS https://get.k8s.io | bash ``` -By default, the script will provision a new VPC and a 4 node k8s cluster in us-west-2a (Oregon) with EC2 instances running on Debian. You can override the variables defined in `/cluster/config-default.sh` to change this behavior as follows: +By default, this command will download and unzip the latest Kubernetes release package and execute the script inside to provision a new VPC (virtual private cloud) and a four t2.micro node cluster in us-west-2a (Oregon) under that VPC. + + +You can override the variables defined in `/cluster/config-default.sh` as follows: ``` export KUBE_AWS_ZONE=us-west-2a @@ -60,7 +75,6 @@ export NODE_SIZE=m3.large export AWS_S3_REGION=us-west-2a export AWS_S3_BUCKET=mycompany-kubernetes-artifacts export KUBE_AWS_INSTANCE_PREFIX=k8s -... ``` @@ -224,8 +238,8 @@ export PATH=/platforms/linux/amd64:$PATH ``` -Now you can use administration tool `kubectl` to operate the cluster. -By default, `kubectl` will use the kubeconfig file generated during the cluster startup for authenticating against the API, the location is in `~/.kube/config`. +Now you can use Kubernetes administration tool `kubectl` to operate the cluster, let's give `kubectl get nodes` a try. + ###Setup PaddlePaddle Environment on AWS @@ -244,17 +258,18 @@ Now, we've created a cluster with following network capability: For sharing the training data across all the Kubernetes nodes, we use EFS (Elastic File System) in AWS. Ceph might be a better solution, but it requires high version of Linux kernel that might not be stable enough at this moment. We haven't automated the EFS setup at this moment, so please do the following steps: -1. Make sure you add the AmazonElasticFileSystemFullAccess policy into your AWS account. +1. Make sure you added AmazonElasticFileSystemFullAccess policy in your group. 1. Create the Elastic File System in AWS console, and attach the Kubernetes VPC with it. -![create_efs](create_efs.png =800x) + + 1. Modify the Kubernetes security group under ec2/Security Groups, add additional inbound policy "All TCP TCP 0 - 65535 0.0.0.0/0" for Kubernetes default VPC security group. -![add_security_group](add_security_group.png =800x) + 1. Follow the EC2 mount instruction to mount the disk onto all the Kubernetes nodes, we recommend to mount EFS disk onto ~/efs. -![efs_mount](efs_mount.png =800x) + Before starting the training, you should place your user config and divided training data onto EFS. When the training start, each task will copy related files from EFS into container, and it will also write the training results back onto EFS, we will show you how to place the data later in this article. @@ -552,13 +567,13 @@ I1116 09:10:18.019716 50 ParameterClient2.cpp:122] pserver 4 192.168.129.71:7 I1116 09:10:18.019836 50 ParameterClient2.cpp:122] pserver 5 192.168.129.71:7165 ``` -It'll take around 8 hours to run this PaddlePaddle recommendation training demo on three 2 core 8 GB EC2 machine (m3.large), and the results will be 8 trained models. +It'll take around 8 hours to run this PaddlePaddle recommendation training demo on three 2 core 8 GB EC2 machine (m3.large), and the results will be 10 trained models. ###Kubernetes Cluster Tear Down -If you want to tear down the running cluster, make sure to *delete* the EFS volume first, and then use the following command: +If you want to tear down the whole Kubernetes cluster, make sure to *delete* the EFS volume first (otherwise, you will get stucked on following steps), and then use the following command: ``` @@ -616,13 +631,13 @@ Sometimes we might need to create or manage the cluster on AWS manually with lim * Instances run on Debian, the official IAM, and the filesystem is aufs instead of ext4. * Kubernetes node use instance storage, no EBS get mounted. Master use a persistent volume for etcd. * Nodes are running in an Auto Scaling Group on AWS, auto-scaling itself is disabled, but if some node get terminated, it will launch another node instead. -* For networking, we use ip-per-pod model here, each pod get assigned a /24 CIDR. And the whole vpc is a /16 CIDR, No overlay network at this moment, we will add Calico solution later on. +* For networking, we use ip-per-pod model here, each pod get assigned a /24 CIDR. And the whole vpc is a /16 CIDR, No overlay network at this moment, we will use Calico solution later on. * When you create a service with Type=LoadBalancer, Kubernetes will create and ELB, and create a security group for the ELB. * Kube-proxy sets up two IAM roles, one for master called kubernetes-master, one for nodes called kubernetes-node. * All AWS resources are tagged with a tag named "KubernetesCluster", with a value that is the unique cluster-id. -###Script Details +###Script Detailed Steps * Create an s3 bucket for binaries and scripts. * Create two iam roles: kubernetes-master, kubernetes-node. @@ -636,4 +651,3 @@ Sometimes we might need to create or manage the cluster on AWS manually with lim - diff --git a/doc/kubernetes_on_paddle.md b/doc/kubernetes_on_paddle.md index 2f3109e87b..a602ff8cff 100644 --- a/doc/kubernetes_on_paddle.md +++ b/doc/kubernetes_on_paddle.md @@ -18,6 +18,7 @@ $ docker run --name quick_start_data -it paddledev/paddle:cpu-demo-latest ### Download Training Data Getting into `/root/paddle/demo/quick_start/data` Directory,using `get_data.sh` to download training data. +Then getting into `/root/paddle/demo/quick_start` Directory, using `preprocess.sh` to pre-process training data. ``` $ root@fbd1f2bb71f4:~/paddle/demo/quick_start/data# ./get_data.sh @@ -198,3 +199,4 @@ drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00012 drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00013 drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00014 ``` + From a1d94d5c7398368c8117ee42e74091263d32e8f8 Mon Sep 17 00:00:00 2001 From: Yi Wang Date: Sun, 18 Dec 2016 09:17:52 -0800 Subject: [PATCH 6/8] Remove those extra trailing empty lines. --- .../usage/cluster/k8s-aws/README.md} | 3 --- .../usage/cluster/k8s-aws}/add_security_group.png | Bin .../usage/cluster/k8s-aws}/create_efs.png | Bin .../usage/cluster/k8s-aws}/efs_mount.png | Bin .../usage/cluster/k8s-aws}/managed_policy.png | Bin .../usage/cluster/k8s/k8s_en.md} | 1 - 6 files changed, 4 deletions(-) rename doc/{cluster/aws/paddlepaddle_on_aws_with_kubernetes.md => howto/usage/cluster/k8s-aws/README.md} (99%) rename doc/{cluster/aws => howto/usage/cluster/k8s-aws}/add_security_group.png (100%) rename doc/{cluster/aws => howto/usage/cluster/k8s-aws}/create_efs.png (100%) rename doc/{cluster/aws => howto/usage/cluster/k8s-aws}/efs_mount.png (100%) rename doc/{cluster/aws => howto/usage/cluster/k8s-aws}/managed_policy.png (100%) rename doc/{kubernetes_on_paddle.md => howto/usage/cluster/k8s/k8s_en.md} (99%) diff --git a/doc/cluster/aws/paddlepaddle_on_aws_with_kubernetes.md b/doc/howto/usage/cluster/k8s-aws/README.md similarity index 99% rename from doc/cluster/aws/paddlepaddle_on_aws_with_kubernetes.md rename to doc/howto/usage/cluster/k8s-aws/README.md index f6552c45c5..13032e24bf 100644 --- a/doc/cluster/aws/paddlepaddle_on_aws_with_kubernetes.md +++ b/doc/howto/usage/cluster/k8s-aws/README.md @@ -648,6 +648,3 @@ Sometimes we might need to create or manage the cluster on AWS manually with lim * Create an EBS for master, it will be attached after the master node get up. * Launch the master with fixed ip address 172.20.0.9, and the node is initialized with Salt script, all the components get started as docker containers. * Create an auto-scaling group, it has the min and max size, it can be changed by using aws api or console, it will auto launch the kubernetes node and configure itself, connect to master, assign an internal CIDR, and the master configures the route table with the assigned CIDR. - - - diff --git a/doc/cluster/aws/add_security_group.png b/doc/howto/usage/cluster/k8s-aws/add_security_group.png similarity index 100% rename from doc/cluster/aws/add_security_group.png rename to doc/howto/usage/cluster/k8s-aws/add_security_group.png diff --git a/doc/cluster/aws/create_efs.png b/doc/howto/usage/cluster/k8s-aws/create_efs.png similarity index 100% rename from doc/cluster/aws/create_efs.png rename to doc/howto/usage/cluster/k8s-aws/create_efs.png diff --git a/doc/cluster/aws/efs_mount.png b/doc/howto/usage/cluster/k8s-aws/efs_mount.png similarity index 100% rename from doc/cluster/aws/efs_mount.png rename to doc/howto/usage/cluster/k8s-aws/efs_mount.png diff --git a/doc/cluster/aws/managed_policy.png b/doc/howto/usage/cluster/k8s-aws/managed_policy.png similarity index 100% rename from doc/cluster/aws/managed_policy.png rename to doc/howto/usage/cluster/k8s-aws/managed_policy.png diff --git a/doc/kubernetes_on_paddle.md b/doc/howto/usage/cluster/k8s/k8s_en.md similarity index 99% rename from doc/kubernetes_on_paddle.md rename to doc/howto/usage/cluster/k8s/k8s_en.md index a602ff8cff..0c3ab05b70 100644 --- a/doc/kubernetes_on_paddle.md +++ b/doc/howto/usage/cluster/k8s/k8s_en.md @@ -199,4 +199,3 @@ drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00012 drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00013 drwxr-xr-x 2 root root 4096 Oct 31 11:21 pass-00014 ``` - From ef5088725c234cb0850a61e1b63f4fc40180a9e3 Mon Sep 17 00:00:00 2001 From: Yi Wang Date: Sun, 18 Dec 2016 10:44:16 -0800 Subject: [PATCH 7/8] Rephrase the first paragraph --- doc/howto/usage/cluster/k8s-aws/README.md | 71 ++++++++++++++--------- 1 file changed, 44 insertions(+), 27 deletions(-) diff --git a/doc/howto/usage/cluster/k8s-aws/README.md b/doc/howto/usage/cluster/k8s-aws/README.md index 13032e24bf..011dfa4064 100644 --- a/doc/howto/usage/cluster/k8s-aws/README.md +++ b/doc/howto/usage/cluster/k8s-aws/README.md @@ -1,30 +1,47 @@ -#PaddlePaddle on AWS with Kubernetes - -##Prerequisites - -First, you need an AWS account, please check out [this](http://docs.aws.amazon.com/lambda/latest/dg/setting-up.html) for how to setup an AWS account. - -And then you can create an user by following [this](http://docs.aws.amazon.com/IAM/latest/UserGuide/id_users_create.html) instruction, you shall create an user group with following privileges, and then add the user to that group: - - - -Those previleges are: - -* AmazonEC2FullAccess -* AmazonS3FullAccess -* AmazonRoute53FullAccess -* AmazonRoute53DomainsFullAccess -* AmazonElasticFileSystemFullAccess -* AmazonVPCFullAccess -* IAMUserSSHKeys -* IAMFullAccess -* NetworkAdministrator - - -If you located in China, we also recommend creating a tunnel server VM instance with default amazon AMI in the same available zone as your cluster and login to tunnel server for the following steps, otherwise there will be some issues related to account authentication. - - -##PaddlePaddle on AWS +# PaddlePaddle on AWS with Kubernetes + +## Create AWS Account and IAM Account + +To use AWS, we need to sign up an AWS account on Amazon's Web site. +An AWS account allows us to login to the AWS Console Web interface to +create IAM users and user groups. Usually, we create a user group with +privileges required to run PaddlePaddle, and we create users for +those who are going to run PaddlePaddle and add these users into the +group. IAM users can identify themselves using password and tokens, +where passwords allows users to log in to the AWS Console, and tokens +make it easy for users to submit and inspect jobs from the command +line. + +To sign up an AWS account, please +follow +[this guide](http://docs.aws.amazon.com/lambda/latest/dg/setting-up.html). +To create users and user groups under an AWS account, please +follow +[this guide](http://docs.aws.amazon.com/IAM/latest/UserGuide/id_users_create.html). + +Please be aware that this tutorial needs the following privileges in +the user group: + +- AmazonEC2FullAccess +- AmazonS3FullAccess +- AmazonRoute53FullAccess +- AmazonRoute53DomainsFullAccess +- AmazonElasticFileSystemFullAccess +- AmazonVPCFullAccess +- IAMUserSSHKeys +- IAMFullAccess +- NetworkAdministrator + + +By the time we write this tutorial, we noticed that Chinese AWS users +might suffer from authentication problems when running this tutorial. +Our solution is that we create a VM instance with the default Amazon +AMI and in the same zone as our cluster runs, so we can SSH to this VM +instance as a tunneling server and control our cluster and jobs from +it. + + +## PaddlePaddle on AWS Here we will show you step by step on how to run PaddlePaddle training on AWS cluster. From dcc0671c13a510469332b48e108a86ca12b77210 Mon Sep 17 00:00:00 2001 From: zhouti Date: Thu, 22 Dec 2016 19:17:14 +0800 Subject: [PATCH 8/8] Modified VM OS from Debian to CoreOS in doc. --- doc/howto/usage/cluster/k8s-aws/README.md | 491 +++++++++++----------- 1 file changed, 245 insertions(+), 246 deletions(-) diff --git a/doc/howto/usage/cluster/k8s-aws/README.md b/doc/howto/usage/cluster/k8s-aws/README.md index 011dfa4064..5931584288 100644 --- a/doc/howto/usage/cluster/k8s-aws/README.md +++ b/doc/howto/usage/cluster/k8s-aws/README.md @@ -45,7 +45,64 @@ it. Here we will show you step by step on how to run PaddlePaddle training on AWS cluster. -###AWS Login + +###Download kube-aws and kubectl + +####kube-aws + +Import the CoreOS Application Signing Public Key: + +``` +gpg2 --keyserver pgp.mit.edu --recv-key FC8A365E +``` + +Validate the key fingerprint: + +``` +gpg2 --fingerprint FC8A365E +``` +The correct key fingerprint is `18AD 5014 C99E F7E3 BA5F 6CE9 50BD D3E0 FC8A 365E` + +Go to the [releases](https://github.com/coreos/kube-aws/releases) and download the latest release tarball and detached signature (.sig) for your architecture. + +Validate the tarball's GPG signature: + +``` +PLATFORM=linux-amd64 + # Or +PLATFORM=darwin-amd64 + +gpg2 --verify kube-aws-${PLATFORM}.tar.gz.sig kube-aws-${PLATFORM}.tar.gz +``` + +Extract the binary: + +``` +tar zxvf kube-aws-${PLATFORM}.tar.gz +``` + +Add kube-aws to your path: + +``` +mv ${PLATFORM}/kube-aws /usr/local/bin +``` + + +####kubectl + +Go to the [releases](https://github.com/kubernetes/kubernetes/releases) and download the latest release tarball. + +Extract the tarball and then concate the kubernetes binaries directory into PATH: + +``` +export PATH=/platforms/linux/amd64:$PATH + +``` + +User credentials and security tokens will be generated later in user directory, not in `~/.kube/config`, they will be necessary to use the CLI or the HTTP Basic Auth. + + +###Configure AWS Credentials First check out [this](http://docs.aws.amazon.com/cli/latest/userguide/installing.html) for installing the AWS command line interface, if you use ec2 instance with default amazon AMI, the cli tool has already been installed on your machine. @@ -58,7 +115,7 @@ aws configure ``` -Fill in the required fields (You can get your AWS aceess key id and AWS secrete access key by following [this](http://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSGettingStartedGuide/AWSCredentials.html) instruction): +Fill in the required fields (You can get your AWS aceess key id and AWS secrete access key by following [this](http://docs.aws.amazon.com/cli/latest/userguide/cli-chap-getting-started.html) instruction): ``` @@ -69,194 +126,190 @@ Default output format: json ``` -###Kubernetes Cluster Start Up +Test that your credentials work by describing any instances you may already have running on your account: +``` +aws ec2 describe-instances +``` + +###Define Cluster Parameters + +####EC2 key pair + +The keypair that will authenticate SSH access to your EC2 instances. The public half of this key pair will be configured on each CoreOS node. + +After creating a key pair, you will use the name you gave the keys to configure the cluster. Key pairs are only available to EC2 instances in the same region. More info in the [EC2 Keypair docs](http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ec2-key-pairs.html). + +####KMS key -And then execute the following command after your aws login: - -``` -export KUBERNETES_PROVIDER=aws; curl -sS https://get.k8s.io | bash - -``` - -By default, this command will download and unzip the latest Kubernetes release package and execute the script inside to provision a new VPC (virtual private cloud) and a four t2.micro node cluster in us-west-2a (Oregon) under that VPC. - - -You can override the variables defined in `/cluster/config-default.sh` as follows: - -``` -export KUBE_AWS_ZONE=us-west-2a -export NUM_NODES=3 -export MASTER_SIZE=m3.medium -export NODE_SIZE=m3.large -export AWS_S3_REGION=us-west-2a -export AWS_S3_BUCKET=mycompany-kubernetes-artifacts -export KUBE_AWS_INSTANCE_PREFIX=k8s - -``` - - -This process takes about 5 to 10 minutes. - -``` -[ec2-user@ip-172-31-27-229 ~]$ export KUBERNETES_PROVIDER=aws; curl -sS https://get.k8s.io | bash -'kubernetes' directory already exist. Should we skip download step and start to create cluster based on it? [Y]/n -Skipping download step. -Creating a kubernetes on aws... -... Starting cluster in us-west-2a using provider aws -... calling verify-prereqs -... calling kube-up -Starting cluster using os distro: jessie -Uploading to Amazon S3 -+++ Staging server tars to S3 Storage: kubernetes-staging-9996f910edd9ec30ed3f8e3a9db7466c/devel -upload: ../../../tmp/kubernetes.KsacFg/s3/bootstrap-script to s3://kubernetes-staging-9996f910edd9ec30ed3f8e3a9db7466c/devel/bootstrap-script -Uploaded server tars: - SERVER_BINARY_TAR_URL: https://s3.amazonaws.com/kubernetes-staging-9996f910edd9ec30ed3f8e3a9db7466c/devel/kubernetes-server-linux-amd64.tar.gz - SALT_TAR_URL: https://s3.amazonaws.com/kubernetes-staging-9996f910edd9ec30ed3f8e3a9db7466c/devel/kubernetes-salt.tar.gz - BOOTSTRAP_SCRIPT_URL: https://s3.amazonaws.com/kubernetes-staging-9996f910edd9ec30ed3f8e3a9db7466c/devel/bootstrap-script -INSTANCEPROFILE arn:aws:iam::330323714104:instance-profile/kubernetes-master 2016-12-01T03:19:54Z AIPAIQDDLSMLWJ2QDXM6I kubernetes-master / -ROLES arn:aws:iam::330323714104:role/kubernetes-master 2016-12-01T03:19:52Z / AROAJDKKDIYHJTTEJM73M kubernetes-master -ASSUMEROLEPOLICYDOCUMENT 2012-10-17 -STATEMENT sts:AssumeRole Allow -PRINCIPAL ec2.amazonaws.com -INSTANCEPROFILE arn:aws:iam::330323714104:instance-profile/kubernetes-minion 2016-12-01T03:19:57Z AIPAJGNG4GYTNVP3UQU4S kubernetes-minion / -ROLES arn:aws:iam::330323714104:role/kubernetes-minion 2016-12-01T03:19:55Z / AROAIZVAWWBIVUENE5XB4 kubernetes-minion -ASSUMEROLEPOLICYDOCUMENT 2012-10-17 -STATEMENT sts:AssumeRole Allow -PRINCIPAL ec2.amazonaws.com -Using SSH key with (AWS) fingerprint: 70:66:c6:3d:53:3b:e5:3d:1d:7f:cd:c9:d1:87:35:81 -Creating vpc. -Adding tag to vpc-e01fc087: Name=kubernetes-vpc -Adding tag to vpc-e01fc087: KubernetesCluster=kubernetes -Using VPC vpc-e01fc087 -Adding tag to dopt-807151e4: Name=kubernetes-dhcp-option-set -Adding tag to dopt-807151e4: KubernetesCluster=kubernetes -Using DHCP option set dopt-807151e4 -Creating subnet. -Adding tag to subnet-4a9a642d: KubernetesCluster=kubernetes -Using subnet subnet-4a9a642d -Creating Internet Gateway. -Using Internet Gateway igw-821a73e6 -Associating route table. -Creating route table -Adding tag to rtb-0d96fa6a: KubernetesCluster=kubernetes -Associating route table rtb-0d96fa6a to subnet subnet-4a9a642d -Adding route to route table rtb-0d96fa6a -Using Route Table rtb-0d96fa6a -Creating master security group. -Creating security group kubernetes-master-kubernetes. -Adding tag to sg-a47564dd: KubernetesCluster=kubernetes -Creating minion security group. -Creating security group kubernetes-minion-kubernetes. -Adding tag to sg-9a7564e3: KubernetesCluster=kubernetes -Using master security group: kubernetes-master-kubernetes sg-a47564dd -Using minion security group: kubernetes-minion-kubernetes sg-9a7564e3 -Creating master disk: size 20GB, type gp2 -Adding tag to vol-0eba023cc1874c790: Name=kubernetes-master-pd -Adding tag to vol-0eba023cc1874c790: KubernetesCluster=kubernetes -Allocated Elastic IP for master: 35.165.155.60 -Adding tag to vol-0eba023cc1874c790: kubernetes.io/master-ip=35.165.155.60 -Generating certs for alternate-names: IP:35.165.155.60,IP:172.20.0.9,IP:10.0.0.1,DNS:kubernetes,DNS:kubernetes.default,DNS:kubernetes.default.svc,DNS:kubernetes.default.svc.cluster.local,DNS:kubernetes-master -Starting Master -Adding tag to i-097f358631739e01c: Name=kubernetes-master -Adding tag to i-097f358631739e01c: Role=kubernetes-master -Adding tag to i-097f358631739e01c: KubernetesCluster=kubernetes -Waiting for master to be ready -Attempt 1 to check for master nodeWaiting for instance i-097f358631739e01c to be running (currently pending) -Sleeping for 3 seconds... -Waiting for instance i-097f358631739e01c to be running (currently pending) -Sleeping for 3 seconds... -Waiting for instance i-097f358631739e01c to be running (currently pending) -Sleeping for 3 seconds... -Waiting for instance i-097f358631739e01c to be running (currently pending) -Sleeping for 3 seconds... - [master running] -Attaching IP 35.165.155.60 to instance i-097f358631739e01c -Attaching persistent data volume (vol-0eba023cc1874c790) to master -2016-12-13T10:56:50.378Z /dev/sdb i-097f358631739e01c attaching vol-0eba023cc1874c790 -cluster "aws_kubernetes" set. -user "aws_kubernetes" set. -context "aws_kubernetes" set. -switched to context "aws_kubernetes". -user "aws_kubernetes-basic-auth" set. -Wrote config for aws_kubernetes to /home/ec2-user/.kube/config -Creating minion configuration -Creating autoscaling group - 0 minions started; waiting - 0 minions started; waiting - 0 minions started; waiting - 0 minions started; waiting - 0 minions started; waiting - 3 minions started; ready -Waiting for cluster initialization. - - This will continually check to see if the API for kubernetes is reachable. - This might loop forever if there was some uncaught error during start - up. - -...........................................................................................................................................................................Kubernetes cluster created. -Sanity checking cluster... -Attempt 1 to check Docker on node @ 35.165.35.181 ...working -Attempt 1 to check Docker on node @ 35.165.79.208 ...working -Attempt 1 to check Docker on node @ 35.163.90.67 ...working - -Kubernetes cluster is running. The master is running at: - - https://35.165.155.60 - -The user name and password to use is located in /home/ec2-user/.kube/config. - -... calling validate-cluster -Waiting for 3 ready nodes. 0 ready nodes, 3 registered. Retrying. -Waiting for 3 ready nodes. 0 ready nodes, 3 registered. Retrying. -Found 3 node(s). -NAME STATUS AGE -ip-172-20-0-186.us-west-2.compute.internal Ready 33s -ip-172-20-0-187.us-west-2.compute.internal Ready 34s -ip-172-20-0-188.us-west-2.compute.internal Ready 34s -Validate output: -NAME STATUS MESSAGE ERROR -scheduler Healthy ok -controller-manager Healthy ok -etcd-1 Healthy {"health": "true"} -etcd-0 Healthy {"health": "true"} -Cluster validation succeeded -Done, listing cluster services: - -Kubernetes master is running at https://35.165.155.60 -Elasticsearch is running at https://35.165.155.60/api/v1/proxy/namespaces/kube-system/services/elasticsearch-logging -Heapster is running at https://35.165.155.60/api/v1/proxy/namespaces/kube-system/services/heapster -Kibana is running at https://35.165.155.60/api/v1/proxy/namespaces/kube-system/services/kibana-logging -KubeDNS is running at https://35.165.155.60/api/v1/proxy/namespaces/kube-system/services/kube-dns -kubernetes-dashboard is running at https://35.165.155.60/api/v1/proxy/namespaces/kube-system/services/kubernetes-dashboard -Grafana is running at https://35.165.155.60/api/v1/proxy/namespaces/kube-system/services/monitoring-grafana -InfluxDB is running at https://35.165.155.60/api/v1/proxy/namespaces/kube-system/services/monitoring-influxdb - -To further debug and diagnose cluster problems, use 'kubectl cluster-info dump'. - -Kubernetes binaries at /home/ec2-user/kubernetes/cluster/ -You may want to add this directory to your PATH in $HOME/.profile -Installation successful! -``` - - -Once the cluster is up, the IP addresses of your master and node(s) will be printed, as well as information about the default services running in the cluster (monitoring, logging, dns). - -User credentials and security tokens are written in `~/.kube/config`, they will be necessary to use the CLI or the HTTP Basic Auth. - - - -And then concate the kubernetes binaries directory into PATH: +Amazon KMS keys are used to encrypt and decrypt cluster TLS assets. If you already have a KMS Key that you would like to use, you can skip creating a new key and provide the Arn string for your existing key. +You can create a KMS key in the AWS console, or with the aws command line tool: ``` -export PATH=/platforms/linux/amd64:$PATH +$ aws kms --region=us-west-2 create-key --description="kube-aws assets" +{ + "KeyMetadata": { + "CreationDate": 1458235139.724, + "KeyState": "Enabled", + "Arn": "arn:aws:kms:us-west-2:xxxxxxxxx:key/xxxxxxxxxxxxxxxxxxx", + "AWSAccountId": "xxxxxxxxxxxxx", + "Enabled": true, + "KeyUsage": "ENCRYPT_DECRYPT", + "KeyId": "xxxxxxxxx", + "Description": "kube-aws assets" + } +} +``` + +You will use the `KeyMetadata.Arn` string to identify your KMS key in the init step. +And then you need to add several inline policies in your user permission. + +kms inline policy: + +``` +{ + "Version": "2012-10-17", + "Statement": [ + { + "Sid": "Stmt1482205552000", + "Effect": "Allow", + "Action": [ + "kms:Decrypt", + "kms:Encrypt" + ], + "Resource": [ + "arn:aws:kms:*:xxxxxxxxx:key/*" + ] + } + ] +} ``` +cloudformation inline policy: +``` +"Version": "2012-10-17", + "Statement": [ + { + "Sid": "Stmt1482205746000", + "Effect": "Allow", + "Action": [ + "cloudformation:CreateStack", + "cloudformation:UpdateStack", + "cloudformation:DeleteStack", + "cloudformation:DescribeStacks", + "cloudformation:DescribeStackResource", + "cloudformation:GetTemplate" + ], + "Resource": [ + "arn:aws:cloudformation:us-west-2:xxxxxxxxx:stack/YOUR_CLUSTER_NAME/*" + ] + } + ] +} +``` + + +####External DNS name + +When the cluster is created, the controller will expose the TLS-secured API on a public IP address. You will need to create an A record for the external DNS hostname you want to point to this IP address. You can find the API external IP address after the cluster is created by invoking kube-aws status. + +####S3 bucket + +You need to create an S3 bucket before startup the Kubernetes cluster. -Now you can use Kubernetes administration tool `kubectl` to operate the cluster, let's give `kubectl get nodes` a try. +####Initialize an asset directory +Create a directory on your local machine to hold the generated assets: + +``` +$ mkdir my-cluster +$ cd my-cluster +``` + +Initialize the cluster CloudFormation stack with the KMS Arn, key pair name, and DNS name from the previous step: + +``` +$ kube-aws init \ +--cluster-name=my-cluster-name \ +--external-dns-name=my-cluster-endpoint \ +--region=us-west-1 \ +--availability-zone=us-west-1c \ +--key-name=key-pair-name \ +--kms-key-arn="arn:aws:kms:us-west-2:xxxxxxxxxx:key/xxxxxxxxxxxxxxxxxxx" +``` + +There will now be a cluster.yaml file in the asset directory. This is the main configuration file for your cluster. + +####Render contents of the asset directory + +In the simplest case, you can have kube-aws generate both your TLS identities and certificate authority for you. + +``` +$ kube-aws render credentials --generate-ca +``` + +The next command generates the default set of cluster assets in your asset directory. + +``` +sh $ kube-aws render stack +``` + +Here's what the directory structure looks like: + +``` +$ tree +. +├── cluster.yaml +├── credentials +│ ├── admin-key.pem +│ ├── admin.pem +│ ├── apiserver-key.pem +│ ├── apiserver.pem +│ ├── ca-key.pem +│ ├── ca.pem +│ ├── worker-key.pem +│ └── worker.pem +│ ├── etcd-key.pem +│ └── etcd.pem +│ ├── etcd-client-key.pem +│ └── etcd-client.pem +├── kubeconfig +├── stack-template.json +└── userdata + ├── cloud-config-controller + └── cloud-config-worker +``` + +These assets (templates and credentials) are used to create, update and interact with your Kubernetes cluster. + + +###Kubernetes Cluster Start Up + +####Create the instances defined in the CloudFormation template + +Now for the exciting part, creating your cluster: + +``` +$ kube-aws up --s3-uri s3:/// +``` + +####Configure DNS + +You can invoke `kube-aws status` to get the cluster API endpoint after cluster creation, if necessary. This command can take a while. And then dig the load balancer hostname to get the ip address, use this ip to setup an A record for your external dns name. + +####Access the cluster + +Once the API server is running, you should see: + +``` +$ kubectl --kubeconfig=kubeconfig get nodes +NAME STATUS AGE +ip-10-0-0-xxx.us-west-1.compute.internal Ready 5m +ip-10-0-0-xxx.us-west-1.compute.internal Ready 5m +ip-10-0-0-xx.us-west-1.compute.internal Ready,SchedulingDisabled 5m +``` ###Setup PaddlePaddle Environment on AWS @@ -277,7 +330,7 @@ For sharing the training data across all the Kubernetes nodes, we use EFS (Elast 1. Make sure you added AmazonElasticFileSystemFullAccess policy in your group. -1. Create the Elastic File System in AWS console, and attach the Kubernetes VPC with it. +1. Create the Elastic File System in AWS console, and attach the new VPC with it. @@ -295,7 +348,7 @@ Before starting the training, you should place your user config and divided trai ###Core Concept of PaddlePaddle Training on AWS -Now we've already setup a 3 node distributed training cluster, and on each node we've attached the EFS volume, in this training demo, we will create three Kubernetes pod and scheduling them on 3 node. Each pod contains a PaddlePaddle container. When container gets created, it will start pserver and trainer process, load the training data from EFS volume and start the distributed training task. +Now we've already setup a 3 nodes distributed Kubernetes cluster, and on each node we've attached the EFS volume, in this training demo, we will create three Kubernetes pod and scheduling them on 3 node. Each pod contains a PaddlePaddle container. When container gets created, it will start pserver and trainer process, load the training data from EFS volume and start the distributed training task. ####Use Kubernetes Job @@ -307,7 +360,7 @@ In one time of distributed training, user will confirm the PaddlePaddle node num ####Create PaddlePaddle Node -After Kubernetes master gets the request, it will parse the yaml file and create several pods (PaddlePaddle's node number), Kubernetes will allocate these pods onto cluster's node. A pod represents a PaddlePaddle node, when pod is successfully allocated onto one physical/virtual machine, Kubernetes will startup the container in the pod, and this container will use the environment variables in yaml file and start up `paddle pserver` and `paddle trainer` processes. +After Kubernetes master gets the request, it will parse the yaml file and create several pods (defined by PaddlePaddle's node number), Kubernetes will allocate these pods onto cluster's node. A pod represents a PaddlePaddle node, when pod is successfully allocated onto one physical/virtual machine, Kubernetes will startup the container in the pod, and this container will use the environment variables in yaml file and start up `paddle pserver` and `paddle trainer` processes. ####Start up Training @@ -584,7 +637,7 @@ I1116 09:10:18.019716 50 ParameterClient2.cpp:122] pserver 4 192.168.129.71:7 I1116 09:10:18.019836 50 ParameterClient2.cpp:122] pserver 5 192.168.129.71:7165 ``` -It'll take around 8 hours to run this PaddlePaddle recommendation training demo on three 2 core 8 GB EC2 machine (m3.large), and the results will be 10 trained models. +It'll take around 8 hours to finish this PaddlePaddle recommendation training demo on three 2 core 8 GB EC2 machine (m3.large). ###Kubernetes Cluster Tear Down @@ -592,51 +645,13 @@ It'll take around 8 hours to run this PaddlePaddle recommendation training demo If you want to tear down the whole Kubernetes cluster, make sure to *delete* the EFS volume first (otherwise, you will get stucked on following steps), and then use the following command: - ``` -export KUBERNETES_PROVIDER=aws; /cluster/kube-down.sh -``` - -This process takes about 2 to 5 minutes. - -``` -ec2-user@ip-172-31-27-229 ~]$ export KUBERNETES_PROVIDER=aws; ./kubernetes/cluster/kube-down.sh -Bringing down cluster using provider: aws -Deleting instances in VPC: vpc-e01fc087 -Deleting auto-scaling group: kubernetes-minion-group-us-west-2a -Deleting auto-scaling launch configuration: kubernetes-minion-group-us-west-2a -Deleting auto-scaling group: kubernetes-minion-group-us-west-2a -Deleting auto-scaling group: kubernetes-minion-group-us-west-2a -Waiting for instances to be deleted -Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) -Sleeping for 3 seconds... -Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) -Sleeping for 3 seconds... -Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) -Sleeping for 3 seconds... -Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) -Sleeping for 3 seconds... -Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) -Sleeping for 3 seconds... -Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) -Sleeping for 3 seconds... -Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) -Sleeping for 3 seconds... -Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) -Sleeping for 3 seconds... -Waiting for instance i-04e973f1d6d56d580 to be terminated (currently shutting-down) -Sleeping for 3 seconds... -All instances deleted -Releasing Elastic IP: 35.165.155.60 -Deleting volume vol-0eba023cc1874c790 -Cleaning up resources in VPC: vpc-e01fc087 -Cleaning up security group: sg-9a7564e3 -Cleaning up security group: sg-a47564dd -Deleting security group: sg-9a7564e3 -Deleting security group: sg-a47564dd -Deleting VPC: vpc-e01fc087 -Done +kube-aws destroy ``` +It's an async call, it might take 5 min to tear down the whole cluster. + +If you created any Kubernetes Services of type LoadBalancer, you must delete these first, as the CloudFormation cannot be fully destroyed if any externally-managed resources still exist. + ## For Experts with Kubernetes and AWS @@ -645,23 +660,7 @@ Sometimes we might need to create or manage the cluster on AWS manually with lim ### Some Presumptions -* Instances run on Debian, the official IAM, and the filesystem is aufs instead of ext4. -* Kubernetes node use instance storage, no EBS get mounted. Master use a persistent volume for etcd. -* Nodes are running in an Auto Scaling Group on AWS, auto-scaling itself is disabled, but if some node get terminated, it will launch another node instead. -* For networking, we use ip-per-pod model here, each pod get assigned a /24 CIDR. And the whole vpc is a /16 CIDR, No overlay network at this moment, we will use Calico solution later on. +* Instances run on CoreOS, the official IAM. +* Kubernetes node use instance storage, no EBS get mounted. Etcd is running on additional node. +* For networking, we use Flannel network at this moment, we will use Calico solution later on. * When you create a service with Type=LoadBalancer, Kubernetes will create and ELB, and create a security group for the ELB. -* Kube-proxy sets up two IAM roles, one for master called kubernetes-master, one for nodes called kubernetes-node. -* All AWS resources are tagged with a tag named "KubernetesCluster", with a value that is the unique cluster-id. - - -###Script Detailed Steps - -* Create an s3 bucket for binaries and scripts. -* Create two iam roles: kubernetes-master, kubernetes-node. -* Create an AWS SSH key named kubernetes-YOUR_RSA_FINGERPRINT. -* Create a vpc with 172.20.0.0/16 CIDR, and enables dns-support and dns-hostnames options in vpc settings. -* Create Internet gateway, route table, a subnet with CIDR of 172.20.0.0/24, and associate the subnet to the route table. -* Create and configure security group for master and nodes. -* Create an EBS for master, it will be attached after the master node get up. -* Launch the master with fixed ip address 172.20.0.9, and the node is initialized with Salt script, all the components get started as docker containers. -* Create an auto-scaling group, it has the min and max size, it can be changed by using aws api or console, it will auto launch the kubernetes node and configure itself, connect to master, assign an internal CIDR, and the master configures the route table with the assigned CIDR.

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