"ื ื™ื• ืขืคึผืึธืก". ืžื™ืจ ืขืกืŸ ื“ืขื ื”ืขืœืคืึทื ื“ ืื™ืŸ ื˜ื™ื™ืœืŸ

"ื ื™ื• ืขืคึผืึธืก". ืžื™ืจ ืขืกืŸ ื“ืขื ื”ืขืœืคืึทื ื“ ืื™ืŸ ื˜ื™ื™ืœืŸ

ืื™ืŸ ื“ืขื ืึทืจื˜ื™ืงืœ, ืื™ืš ื•ื•ืขืœ ืฉื˜ืขืœืŸ ื–ื™ืš ืึท ืืจื‘ืขื˜ืŸ ืกื•ื•ื™ื•ื•ืข ืคึฟืึทืจ ื“ืขื•ื•ืขืœืึธืคึผื™ื ื’ ื“ื™ ืฉืคึผื™ืœ "ืขืคึผื™ืงืก", ืื•ืŸ ืื™ืš ื•ื•ืขืœ ืื•ื™ืš ื‘ืจืขื›ืŸ ื“ื™ ืฉืคึผื™ืœ ื–ื™ืš ืื™ืŸ ืคึผืึทืจืฅ ืคึผืึทืกื™ืง ืคึฟืึทืจ ื ื•ืฆืŸ ืื™ืŸ OpenFaaS. ืื™ืš ื•ื•ืขืœ ื˜ืึธืŸ ืึทืœืข ืžืึทื ื™ืคึผื™ืึทืœื™ื™ืฉืึทื ื– ืื•ื™ืฃ ืœื™ื ื•ืงืก, ืื™ืš ื•ื•ืขืœ ืฆืขื•ื•ื™ืงืœืขืŸ Kubernetes ืื™ืŸ ืžื™ื ื™ืงื•ื‘ืข ื ื™ืฆืŸ VirtualBox. ืžื™ื™ึทืŸ ืึทืจื‘ืขื˜ ืžืึทืฉื™ืŸ ื”ืื˜ 2 ืคึผืจืึทืกืขืกืขืจ ืงืึธืจืขืก ืื•ืŸ 12 ื’ื‘ ืคื•ืŸ ื‘ืึทืจืึทืŸ; ืื™ืš ื ื•ืฆืŸ ืึท SSD ื•ื•ื™ ื“ื™ ืกื™ืกื˜ืขื ื“ื™ืกืง. ืื™ืš ื•ื•ืขืœ ื ื•ืฆืŸ ื“ืขื‘ื™ืึทืŸ 8 ื•ื•ื™ ืžื™ื™ืŸ ื”ื•ื™ืคึผื˜ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืกื™ืกื˜ืขื, ืžื™ื˜ emacs, sudo, git ืื•ืŸ virtualbox ืคึผืึทืงืึทื“ื–ืฉืึทื– ืื™ื ืกื˜ืึทืœื™ืจืŸ, ืึทืœืฅ ืึทื ื“ืขืจืฉ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืื™ื ืกื˜ืึทืœื™ืจืŸ ื“ื•ืจืš ื“ืึทื•ื ืœืึธื•ื“ื™ื ื’ ืคึฟื•ืŸ GitHub ืื•ืŸ ืื ื“ืขืจืข ืงื•ื•ืืœืŸ. ืžื™ืจ ื•ื•ืขืœืŸ ื™ื ืกื˜ืึทืœื™ืจืŸ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ืื™ืŸ /usr/local/bin ืกื™ื™ึทื“ืŸ ืึทื ื“ืขืจืฉ ืกืคึผืขืกื™ืคื™ืขื“. ืœืืžื™ืจ ืื ื”ื™ื™ื‘ืขืŸ!

ืคึผืจื™ืคึผืขืจื™ื ื’ ื“ื™ ืึทืจื‘ืขื˜ ืกื•ื•ื™ื•ื•ืข

ื™ื ืกื˜ืึทืœื™ืจืŸ Go

ืžื™ืจ ื ืึธื›ื’ื™ื™ืŸ ื“ื™ ืื™ื ืกื˜ืจื•ืงืฆื™ืขืก ืคื•ืŸ ื“ืขืจ ื‘ืึทืึทืžื˜ืขืจ ื•ื•ืขื‘ื–ื™ื™ื˜ืœ:

$ curl -L0 https://dl.google.com/go/go1.13.5.linux-amd64.tar.gz -o go.tar.gz
$ sudo tar -C /usr/local -xzf go.tar.gz
$ echo 'export PATH=$PATH:/usr/local/go/bin' >> ~/.profile

ืงืึธื ื˜ืจืึธืœื™ืจื•ื ื’ ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™:

$ mkdir -p ~/go/src/hello && cd ~/go/src/hello
$ echo 'package main

import "fmt"

func main() {
fmt.Printf("hello, worldn")
}' > hello.go
$ go build
$ ./hello
hello, world

ื™ื ืกื˜ืึธืœื™ื ื’ Faas-cli

ืžื™ืจ ื ืึธื›ื’ื™ื™ืŸ ื“ื™ ืื™ื ืกื˜ืจื•ืงืฆื™ืขืก ืคื•ืŸ ื“ืขืจ ื‘ืึทืึทืžื˜ืขืจ ื•ื•ืขื‘ื–ื™ื™ื˜ืœ:

$ curl -sSL https://cli.openfaas.com | sudo -E sh
x86_64
Downloading package https://github.com/openfaas/faas-cli/releases/download/0.11.3/faas-cli as /tmp/faas-cli
Download complete.

Running with sufficient permissions to attempt to move faas-cli to /usr/local/bin
New version of faas-cli installed to /usr/local/bin
Creating alias 'faas' for 'faas-cli'.
  ___                   _____           ____
 / _  _ __   ___ _ __ |  ___|_ _  __ _/ ___|
| | | | '_  / _  '_ | |_ / _` |/ _` ___ 
| |_| | |_) |  __/ | | |  _| (_| | (_| |___) |
 ___/| .__/ ___|_| |_|_|  __,_|__,_|____/
      |_|

CLI:
 commit:  73004c23e5a4d3fdb7352f953247473477477a64
 version: 0.11.3

ืึทื“ื“ื™ื˜ื™ืึธื ืึทืœืœื™, ืื™ืจ ืงืขื ืขืŸ ื’ืขื‘ืŸ bash-completion:

faas-cli completion --shell bash | sudo tee /etc/bash_completion.d/faas-cli

ื™ื ืกื˜ืึทืœื™ืจืŸ ืื•ืŸ ืงืึทื ืคื™ื’ื™ืขืจ Kubernetes

ืคึฟืึทืจ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’, ืžื™ื ื™ืงื•ื‘ืข ืื™ื– ื’ืขื ื•ื’, ืึทื–ื•ื™ ื™ื ืกื˜ืึทืœื™ืจืŸ ืขืก ืื•ืŸ ืงื•ื‘ืขืœืขื˜ ืื™ืŸ /usr/local/bin, ืื•ืŸ ื™ื ืกื˜ืึทืœื™ืจืŸ ื”ืขืœื ืฆื• ื™ื ืกื˜ืึทืœื™ืจืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–:

$ curl https://storage.googleapis.com/minikube/releases/latest/minikube-linux-amd64 -o minikube && chmod +x minikube && sudo mv minikube /usr/local/bin/
$ curl https://storage.googleapis.com/kubernetes-release/release/$(curl -s https://storage.googleapis.com/kubernetes-release/release/stable.txt)/bin/linux/amd64/kubectl -o kubectl && chmod +x kubectl && sudo mv kubectl /usr/local/bin/
$ curl https://get.helm.sh/helm-v3.0.2-linux-amd64.tar.gz | tar -xzvf - linux-amd64/helm --strip-components=1; sudo mv helm /usr/local/bin

ืงืึทื˜ืขืจ ืžื™ื ื™ืงื•ื‘ืข:

$ minikube start
  minikube v1.6.2 on Debian 8.11
  Automatically selected the 'virtualbox' driver (alternates: [])
  Downloading VM boot image ...
    > minikube-v1.6.0.iso.sha256: 65 B / 65 B [--------------] 100.00% ? p/s 0s
    > minikube-v1.6.0.iso: 150.93 MiB / 150.93 MiB [-] 100.00% 5.67 MiB p/s 27s
  Creating virtualbox VM (CPUs=2, Memory=8192MB, Disk=20000MB) ...
  Preparing Kubernetes v1.17.0 on Docker '19.03.5' ...
  Downloading kubeadm v1.17.0
  Downloading kubelet v1.17.0
  Pulling images ...
  Launching Kubernetes ...  Waiting for cluster to come online ...
  Done! kubectl is now configured to use "minikube"

ืžื™ืจ ืงืึธื ื˜ืจืึธืœื™ืจืŸ:

$ kubectl get pods --all-namespaces
NAMESPACE     NAME                               READY   STATUS    RESTARTS   AGE
kube-system   coredns-6955765f44-knlcb           1/1     Running   0          29m
kube-system   coredns-6955765f44-t9cpn           1/1     Running   0          29m
kube-system   etcd-minikube                      1/1     Running   0          28m
kube-system   kube-addon-manager-minikube        1/1     Running   0          28m
kube-system   kube-apiserver-minikube            1/1     Running   0          28m
kube-system   kube-controller-manager-minikube   1/1     Running   0          28m
kube-system   kube-proxy-hv2wc                   1/1     Running   0          29m
kube-system   kube-scheduler-minikube            1/1     Running   0          28m
kube-system   storage-provisioner                1/1     Running   1          29m

ื™ื ืกื˜ืึธืœื™ื ื’ OpenFaaS

ื“ื™ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก ืจืขืงืึธืžืขื ื“ื™ืจืŸ ืฆื• ืฉืึทืคึฟืŸ 2 ื ืึทืžืขืกืคึผืึทืกืขืก ืฆื• ืึทืจื‘ืขื˜ืŸ ืžื™ื˜:

$ kubectl apply -f https://raw.githubusercontent.com/openfaas/faas-netes/master/namespaces.yml
namespace/openfaas created
namespace/openfaas-fn created

ืœื™ื™ื’ ืึท ืจื™ืคึผืึทื–ืึทื˜ืึธืจื™ ืคึฟืึทืจ ื”ืขืœื:

$ helm repo add openfaas https://openfaas.github.io/faas-netes/
"openfaas" has been added to your repositories

ื“ื™ ื˜ืฉืึทืจื˜ ื”ืื˜ ื“ื™ ืคื™ื™ื™ืงื™ื™ื˜ ืฆื• ืฉื˜ืขืœืŸ ืึท ืคึผืึทืจืึธืœ ืื™ื™ื“ืขืจ ื™ื™ึทื ืžืึธื ื˜ื™ืจื•ื ื’, ืœืึธื–ืŸ ืื•ื ื“ื– ื ื•ืฆืŸ ืขืก ืื•ืŸ ืจืึทื˜ืขื•ื•ืขืŸ ื“ื™ ืึทืงืกืขืก ื“ืึทื˜ืŸ ื•ื•ื™ ืึท ืง8ืก ืกื•ื“:

$ PASSWORD=verysecurerandompasswordstring
$ kubectl -n openfaas create secret generic basic-auth --from-literal=basic-auth-user=admin --from-literal=basic-auth-password="$PASSWORD"
secret/basic-auth created

ืœืืžื™ืจ ืื•ื™ืกืฉื˜ืขืœืŸ:

$ helm repo update
Hang tight while we grab the latest from your chart repositories...
...Successfully got an update from the "openfaas" chart repository
Update Complete.  Happy Helming!
$ helm upgrade openfaas --install openfaas/openfaas --namespace openfaas --set functionNamespace=openfaas-fn --set generateBasicAuth=false
Release "openfaas" does not exist. Installing it now.
NAME: openfaas
LAST DEPLOYED: Fri Dec 25 10:28:22 2019
NAMESPACE: openfaas
STATUS: deployed
REVISION: 1
TEST SUITE: None
NOTES:
To verify that openfaas has started, run:

  kubectl -n openfaas get deployments -l "release=openfaas, app=openfaas"

ื ืึธืš ืขื˜ืœืขื›ืข ืžืึธืœ, ืžื™ืจ ืœื•ื™ืคืŸ ื“ื™ ืคืืจื’ืขืœื™ื™ื’ื˜ ื‘ืึทืคึฟืขืœ:

$ kubectl -n openfaas get deployments -l "release=openfaas, app=openfaas"
NAME                READY   UP-TO-DATE   AVAILABLE   AGE
alertmanager        1/1     1            1           114s
basic-auth-plugin   1/1     1            1           114s
faas-idler          1/1     1            1           114s
gateway             1/1     1            1           114s
nats                1/1     1            1           114s
prometheus          1/1     1            1           114s
queue-worker        1/1     1            1           114s

ืงืึธื ื˜ืจืึธืœื™ืจื•ื ื’ ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™:

$ kubectl rollout status -n openfaas deploy/gateway
deployment "gateway" successfully rolled out
$ kubectl port-forward -n openfaas svc/gateway 8080:8080 &
[1] 6985
Forwarding from 127.0.0.1:8080 -> 8080
$ echo -n $PASSWORD | faas-cli login --username admin --password-stdin
Calling the OpenFaaS server to validate the credentials...
Handling connection for 8080
WARNING! Communication is not secure, please consider using HTTPS. Letsencrypt.org offers free SSL/TLS certificates.
credentials saved for admin http://127.0.0.1:8080
$ faas-cli list
Function                        Invocations     Replicas

ื™ื ืกื˜ืึธืœื™ื ื’ Mongodb

ืžื™ืจ ื™ื ืกื˜ืึทืœื™ืจืŸ ืึทืœืฅ ืžื™ื˜ ื”ืขืœื:

$ helm repo add stable https://kubernetes-charts.storage.googleapis.com/
"stable" has been added to your repositories
$ helm install stable/mongodb --generate-name
NAME: mongodb-1577466908
LAST DEPLOYED: Fri Dec 25 11:15:11 2019
NAMESPACE: default
STATUS: deployed
REVISION: 1
TEST SUITE: None
NOTES:
** Please be patient while the chart is being deployed **

MongoDB can be accessed via port 27017 on the following DNS name from within your cluster:

    mongodb-1577466908.default.svc.cluster.local

To get the root password run:

    export MONGODB_ROOT_PASSWORD=$(kubectl get secret --namespace default mongodb-1577466908 -o jsonpath="{.data.mongodb-root-password}" | base64 --decode)

To connect to your database run the following command:

    kubectl run --namespace default mongodb-1577466908-client --rm --tty -i --restart='Never' --image bitnami/mongodb --command -- mongo admin --host mongodb-1577466908 --authenticationDatabase admin -u root -p $MONGODB_ROOT_PASSWORD

To connect to your database from outside the cluster execute the following commands:

    kubectl port-forward --namespace default svc/mongodb-1577466908 27017:27017 &
    mongo --host 127.0.0.1 --authenticationDatabase admin -p $MONGODB_ROOT_PASSWORD

ืžื™ืจ ืงืึธื ื˜ืจืึธืœื™ืจืŸ:

kubectl run --namespace default mongodb-1577466908-client --rm --tty -i --restart='Never' --image bitnami/mongodb --command -- mongo admin --host mongodb-1577466908 --authenticationDatabase admin -u root -p $(kubectl get secret --namespace default mongodb-1577466908 -o jsonpath="{.data.mongodb-root-password}" | base64 --decode)
If you don't see a command prompt, try pressing enter.

> db.version();
4.0.14

ื“ืจื™ืงืŸ ืงื˜ืจืœ + ื“ ืฆื• ืึทืจื•ื™ืกื’ืึทื ื’ ื“ืขื ืงืึทื ื˜ื™ื™ื ืขืจ.

ื‘ืึทืฉื˜ืขื˜ื™ืงืŸ emacs

ืื™ืŸ ืคึผืจื™ื ืฆื™ืคึผ, ืึทืœืฅ ืื™ื– ืฉื•ื™ืŸ ืงืึทื ืคื™ื’ื™ืขืจื“ ืœื•ื™ื˜ ืฆื• ื“ืขื ืึทืจื˜ื™ืงืœ, ืึทื–ื•ื™ ืื™ืš ื•ื•ืขืœ ื ื™ืฉื˜ ื’ื™ื™ืŸ ืื™ืŸ ื“ืขื˜ืึทืœ.

ื‘ืจื™ื™ืงื™ื ื’ ื“ื™ ืฉืคึผื™ืœ ืื™ืŸ ืคืึทื ื’ืงืฉืึทื ื–

ื™ื ื˜ืขืจืึทืงืฉืึทืŸ ืžื™ื˜ ืคืึทื ื’ืงืฉืึทื ื– ืื™ื– ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ื“ื•ืจืš ื“ื™ ื”ื˜ื˜ืคึผ ืคึผืจืึธื˜ืึธืงืึธืœ, ืกื•ืฃ-ืฆื•-ืกื•ืฃ ืึธื˜ืขื ื˜ืึทืงื™ื™ืฉืึทืŸ ืฆื•ื•ื™ืฉืŸ ืคืึทืจืฉื™ื“ืขื ืข ืคืึทื ื’ืงืฉืึทื ื– ืื™ื– ืฆื•ื’ืขืฉื˜ืขืœื˜ ื“ื•ืจืš JWT. Mongodb ืื™ื– ื’ืขื ื™ืฆื˜ ืฆื• ืงืจืึธื ื˜ืึธืงืขื ืก, ื•ื•ื™ ื’ืขื–ื•ื ื˜ ื•ื•ื™ ืฉืคึผื™ืœ ืฉื˜ืึทื˜, ืฉืคึผื™ืœืขืจ ื“ืึทื˜ืŸ, ืกื™ืงื•ื•ืึทื ืกื™ื– ืคื•ืŸ ืžืึธื•ื•ืขืก ืคื•ืŸ ืึทืœืข ืฉืคึผื™ืœืขืจื™ื™ึท ืื•ืŸ ืื ื“ืขืจืข ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข. ื–ืืœ ืก ื ืขืžืขืŸ ืึท ื ืขืขื ื˜ืขืจ ืงื•ืง ื‘ื™ื™ึท ื“ื™ ืžืขืจืกื˜ ื˜ืฉื™ืงืึทื•ื•ืข ืคึฟืขื™ึดืงื™ื™ื˜ืŸ.

ืคืึทืจืฉืจื™ื™ึทื‘ื•ื ื’

ื“ื™ ืึทืจื™ื™ึทื ืฉืจื™ื™ึทื‘ ืคื•ืŸ ื“ืขื ืคึฟื•ื ืงืฆื™ืข ืื™ื– JSON ืžื™ื˜ ื“ื™ ืฉืคึผื™ืœ ื ื™ืงืงื ืึทืžืข ืื•ืŸ ืคึผืึทืจืึธืœ. ื•ื•ืขืŸ ื“ื™ ืคึฟื•ื ืงืฆื™ืข ืื™ื– ื’ืขืจื•ืคืŸ, ืขืก ืื™ื– ืึธืคึผื’ืขืฉื˜ืขืœื˜ ืึทื– ื“ืขื ืึทืœื™ืึทืก ืื™ื– ื ื™ืฉื˜ ืื™ืŸ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก; ืื•ื™ื‘ ื“ื™ ื˜ืฉืขืง ืื™ื– ื’ืขืจืึธื˜ืŸ, ื“ื™ ืึทืœื™ืึทืก ืื•ืŸ ืคึผืึทืจืึธืœ ื”ืึทืฉ ื–ืขื ืขืŸ ื™ื ืกืขืจื˜ืึทื“ ืื™ืŸ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก. ืจืขื’ื™ืกื˜ืจืึทืฆื™ืข ืื™ื– ืคืืจืœืื ื’ื˜ ืฆื• ืึทืงื˜ื™ื•ื•ืœื™ ืึธื ื˜ื™ื™ืœ ื ืขืžืขืŸ ืื™ืŸ ื“ื™ ืฉืคึผื™ืœ.

ืึทืจื™ื™ึทื ืฉืจื™ื™ึทื‘

ื“ื™ ืคื•ื ืงืฆื™ืข ืึทืจื™ื™ึทื ืฉืจื™ื™ึทื‘ ืื™ื– JSON ืžื™ื˜ ืึท ืฉืคึผื™ืœ ื ื™ืงืงื ืึทืžืข ืื•ืŸ ืคึผืึทืจืึธืœ; ืื•ื™ื‘ ืขืก ืื™ื– ืึท ื ื™ืงืงื ืึทืžืข ืื™ืŸ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก ืื•ืŸ ื“ื™ ืคึผืึทืจืึธืœ ืื™ื– ื”ืฆืœื—ื” ื•ื•ืขืจืึทืคื™ื™ื“ ืžื™ื˜ ื“ื™ ื•ื•ืึธืก ืื™ื– ืคืจื™ืขืจ ื’ืขืจืื˜ืขื•ื•ืขื˜ ืื™ืŸ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก, ืึท JWT ืื™ื– ืื•ืžื’ืขืงืขืจื˜, ื•ื•ืึธืก ืžื•ื–ืŸ ื–ื™ื™ืŸ ื“ื•ืจื›ื’ืขื’ืื ื’ืขืŸ ืฆื• ืื ื“ืขืจืข ืคืึทื ื’ืงืฉืึทื ื–. ื’ืขืจื•ืคืŸ. ืคืึทืจืฉื™ื“ืŸ ืกืขืจื•ื•ื™ืก ืจืขืงืึธืจื“ืก ื–ืขื ืขืŸ ืื•ื™ืš ื™ื ืกืขืจื˜ืึทื“ ืื™ืŸ ื“ื™ ื“ืึทื˜ืึทื‘ื™ื™ืก, ืœืžืฉืœ, ืœืขืฆื˜ืข ืœืึธื’ื™ืŸ ืฆื™ื™ื˜, ืืื–"ื• ื•.

ื–ืขืŸ ืึท ืจืฉื™ืžื” ืคื•ืŸ ืฉืคึผื™ืœืขืจื™ื™ึท

ืงื™ื™ืŸ ืึทื ืึธื˜ืขืจื™ื™ื–ื“ ื‘ืึทื ื™ืฆืขืจ ืงืขื ืขืŸ ื‘ืขื˜ืŸ ืึท ืจืฉื™ืžื” ืคื•ืŸ ืึทืœืข ืฉืคึผื™ืœืขืจื™ื™ึท ืึทื—ื•ืฅ ืึทืงื˜ื™ื•ื• ืึธื ืขืก. ืึท ืึธื˜ืขืจื™ื™ื–ื“ ื‘ืึทื ื™ืฆืขืจ ืื•ื™ืš ื–ืขื˜ ืึท ืจืฉื™ืžื” ืคื•ืŸ ืึทืงื˜ื™ื•ื• ืฉืคึผื™ืœืขืจื™ื™ึท. ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜ ืคื•ืŸ ื“ื™ ืคื•ื ืงืฆื™ืข ืื™ื– JSON ืžื™ื˜ ืจืฉื™ืžื•ืช ืคื•ืŸ ืฉืคึผื™ืœืขืจื™ื™ึท (ืฉืคึผื™ืœ ืฉื™ื™ึทืŸ, ืžืขื ื˜ืฉ-ืœื™ื™ื ืขื•ื•ื“ื™ืง ื ืึธืžืขืŸ, ืืื–"ื• ื•).

ืฉืคึผื™ืœ ืฉืึทืคื•ื ื’

ื“ื™ ืคึฟื•ื ืงืฆื™ืข ืึทืจื‘ืขื˜ ื‘ืœื•ื™ื– ืžื™ื˜ ืึธื˜ืขืจื™ื™ื–ื“ ื™ื•ื–ืขืจื–; ื“ื™ ืžืึทืงืกื™ืžื•ื ื ื•ืžืขืจ ืคื•ืŸ ืคึผืœื™ื™ึทืขืจืก ืื™ื– ืื ื’ืขื ื•ืžืขืŸ ื‘ื™ื™ ื“ื™ ืึทืจื™ื™ึทื ืฉืจื™ื™ึทื‘, ืื•ืŸ ืฉืคึผื™ืœ ืคึผืึทืจืึทืžืขื˜ืขืจืก (ืœืžืฉืœ, ื•ื•ืึธืก ืื•ืชื™ื•ืช ืฆื• ืึทืงื˜ืึทื•ื•ื™ื™ื˜ ืื™ืŸ ื“ืขื ืฉืคึผื™ืœ, ื“ื™ ืžืึทืงืกื™ืžื•ื ื ื•ืžืขืจ ืคื•ืŸ ืคึผืœื™ื™ึทืขืจืก, ืืื–"ื• ื•). ื ื‘ืึทื–ื•ื ื“ืขืจ ืคึผืึทืจืึทืžืขื˜ืขืจ ืคื•ืŸ ื“ื™ ืฉืคึผื™ืœ ืื™ื– ื“ื™ ื‘ื™ื™ึทื–ื™ื™ึทืŸ ืคื•ืŸ ืึท ืคึผืึทืจืึธืœ ืคึฟืึทืจ ื“ื–ืฉื•ื™ื ื™ื ื’, ื•ื•ืึธืก ืึทืœืึทื•ื– ืื™ืจ ืฆื• ืฉืึทืคึฟืŸ ื ื™ื˜-ืฆื™ื‘ื•ืจ ืฉืคึผื™ืœืขืจื™ื™ึท. ื“ื•ืจืš ืคืขืœื™ืงื™ื™ึทื˜, ืึท ืฆื™ื‘ื•ืจ ืฉืคึผื™ืœ ืื™ื– ื‘ืืฉืืคืŸ. ื“ืขืจ ืจืขื–ื•ืœื˜ืึทื˜ ืคื•ืŸ ื“ื™ ืคึฟื•ื ืงืฆื™ืข ืื™ื– JSON, ื•ื•ืึธืก ื›ึผื•ืœืœ ืึท ืฉืึทืคื•ื ื’ ื”ืฆืœื—ื” ืคืขืœื“, ืึท ื™ื™ื ืฆื™ืง ืฉืคึผื™ืœ ื™ื“ืขื ื˜ื™ืคื™ืขืจ ืื•ืŸ ืื ื“ืขืจืข ืคึผืึทืจืึทืžืขื˜ืขืจืก.

ื“ื–ืฉื•ื™ื ื™ื ื’ ืึท ืฉืคึผื™ืœ

ื“ื™ ืคึฟื•ื ืงืฆื™ืข ืึทืจื‘ืขื˜ ื‘ืœื•ื™ื– ืžื™ื˜ ืึธื˜ืขืจื™ื™ื–ื“ ื™ื•ื–ืขืจื–, ื“ื™ ืึทืจื™ื™ึทื ืฉืจื™ื™ึทื‘ ืื™ื– ื“ื™ ืฉืคึผื™ืœ ืฉื™ื™ึทืŸ ืื•ืŸ ื–ื™ื™ืŸ ืคึผืึทืจืึธืœ, ืื•ื™ื‘ ื“ืึธืก ืื™ื– ืึท ื ื™ื˜-ืฆื™ื‘ื•ืจ ืฉืคึผื™ืœ, ื“ื™ ืจืขื–ื•ืœื˜ืึทื˜ ืื™ื– JSON ืžื™ื˜ ื“ื™ ืฉืคึผื™ืœ ืคึผืึทืจืึทืžืขื˜ืขืจืก. ื“ืขืจ ืึธื˜ืขืจื™ื™ื–ื“ ื‘ืึทื ื™ืฆืขืจ ื•ื•ืืก ื–ื™ืš ืื™ื™ื ื’ืขืฉืจื™ื‘ืŸ ื“ื™ ืฉืคึผื™ืœ, ื•ื•ื™ ื’ืขื–ื•ื ื˜ ื•ื•ื™ ื“ืขืจ ื‘ืืฉืขืคืขืจ ืคื•ืŸ ื“ื™ ืฉืคึผื™ืœ, ื–ืขื ืขืŸ ื•ื•ืฒึทื˜ืขืจ ื’ืขืจื•ืคึฟืŸ ืฉืคึผื™ืœ ืคึผืึทืจื˜ื™ืกืึทืคึผืึทื ืฅ.

ื•ื•ื™ื•ื™ื ื’ ืฉืคึผื™ืœ ื’ืขืฉืขืขื ื™ืฉืŸ

ืงื™ื™ืŸ ืึทื ืึธื˜ืขืจื™ื™ื–ื“ ื‘ืึทื ื™ืฆืขืจ ืงืขื ืขืŸ ื‘ืขื˜ืŸ ืึท ืจืฉื™ืžื” ืคื•ืŸ ื’ืขืฉืขืขื ื™ืฉืŸ ืคึฟืึทืจ ื™ื ืึทืงื˜ื™ื•ื• ืฉืคึผื™ืœืขืจื™ื™ึท, ืื•ืŸ ืึท ืึธื˜ืขืจื™ื™ื–ื“ ื‘ืึทื ื™ืฆืขืจ ืงืขื ืขืŸ ื‘ืึทืงื•ืžืขืŸ ืึท ืจืฉื™ืžื” ืคื•ืŸ ื’ืขืฉืขืขื ื™ืฉืŸ ืคึฟืึทืจ ืงื™ื™ืŸ ืึทืงื˜ื™ื•ื• ืฉืคึผื™ืœ. ืึทืŸ ื ืึธืš ืคึผืึทืจืึทืžืขื˜ืขืจ ืฆื• ื“ื™ ืคึฟื•ื ืงืฆื™ืข ืงืขืŸ ื–ื™ื™ืŸ ื“ืขืจ ื’ืขืฉืขืขื ื™ืฉ ื ื•ืžืขืจ ื•ื•ืึธืก ื“ืขืจ ื‘ืึทื ื™ืฆืขืจ ื”ืื˜ ืฉื•ื™ืŸ. ืื™ืŸ ื“ืขื ืคืึทืœ, ื‘ืœื•ื™ื– ื“ื™ ื’ืขืฉืขืขื ื™ืฉืŸ ื•ื•ืึธืก ื–ืขื ืขืŸ ืคืืจื’ืขืงื•ืžืขืŸ ืฉืคึผืขื˜ืขืจ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืื•ืžื’ืขืงืขืจื˜ ืื™ืŸ ื“ืขืจ ืจืฉื™ืžื”. ื“ื•ืจืš ืคึผื™ืจื™ืึทื“ื™ืงืœื™ ืงืึทื˜ืขืจ ื“ืขื ืคึฟื•ื ืงืฆื™ืข, ืึท ืึธื˜ืขืจื™ื™ื–ื“ ื‘ืึทื ื™ืฆืขืจ ื•ื•ืึทื˜ืฉื™ื– ื•ื•ืึธืก ืื™ื– ื’ืขืฉืขืขื ื™ืฉ ืื™ืŸ ื“ื™ ืฉืคึผื™ืœ. ื“ื™ ืคึฟื•ื ืงืฆื™ืข ืื•ื™ืš ืงืขืจื˜ ืึทืŸ ืึทืงืฆื™ืข ื‘ืขื˜ืŸ, ื•ื•ืึธืก ื“ืขืจ ื‘ืึทื ื™ืฆืขืจ ืงืขื ืขืŸ ืจื™ืกืคึผืึทื ื“ ืฆื• ื ื™ืฆืŸ ื“ื™ ืฉืคึผื™ืœ ืก ื’ืขืฉืขืขื ื™ืฉ ื“ืขืคึผืขืฉ ืคื•ื ืงืฆื™ืข.

ืฉื™ืงื˜ ืึท ืฉืคึผื™ืœ ื’ืขืฉืขืขื ื™ืฉ

ื“ื™ ืคึฟื•ื ืงืฆื™ืข ืึทืจื‘ืขื˜ ื‘ืœื•ื™ื– ืคึฟืึทืจ ืฉืคึผื™ืœ ืคึผืึทืจื˜ื™ืกืึทืคึผืึทื ืฅ: ืขืก ืื™ื– ืžืขื’ืœืขืš ืฆื• ืึธื ื”ื™ื™ื‘ืŸ ื“ืขื ืฉืคึผื™ืœ, ืžืึทื›ืŸ ืึท ืžืึทืš, ืฉื˜ื™ืžืขืŸ, ืฉืจื™ื™ึทื‘ืŸ ืึท ื˜ืขืงืกื˜ ืึธื ื–ืึธื’ ื•ื•ืึธืก ืื™ื– ื’ืขื•ื•ื™ื–ืŸ ืื™ืŸ ื“ืขืจ ืจืฉื™ืžื” ืคื•ืŸ ืฉืคึผื™ืœ ื’ืขืฉืขืขื ื™ืฉืŸ, ืขื˜ืง.
ื“ืขืจ ืึธื˜ืขืจื™ื™ื–ื“ ื‘ืึทื ื™ืฆืขืจ ื•ื•ืึธืก ื”ืึธื˜ ื‘ืืฉืืคืŸ ื“ืขื ืฉืคึผื™ืœ ืกื˜ืึทืจืฅ ื“ื™ืกื˜ืจื™ื‘ื™ื•ื˜ื™ื ื’ ืจืึธืœืขืก ืฆื• ืึทืœืข ืคึผืึทืจื˜ื™ืกืึทืคึผืึทื ืฅ ืื™ืŸ ื“ื™ ืฉืคึผื™ืœ, ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜ ื–ื™ืš, ื–ื™ื™ ืžื•ื–ืŸ ื‘ืึทืฉื˜ืขื˜ื™ืงืŸ ื–ื™ื™ืขืจ ืจืึธืœืข ืžื™ื˜ ื“ื™ ื–ืขืœื‘ืข ืคื•ื ืงืฆื™ืข. ืึทืžืึธืœ ืึทืœืข ืจืึธืœืขืก ื–ืขื ืขืŸ ื‘ืืฉื˜ืขื˜ื™ืงื˜, ื“ื™ ืฉืคึผื™ืœ ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ ืกื•ื•ื™ื˜ืฉื™ื– ืฆื• ื ืึทื›ื˜ ืžืึธื“ืข.

ืฉืคึผื™ืœ ืกื˜ืึทื˜ื™ืกื˜ื™ืง

ื“ื™ ืคึฟื•ื ืงืฆื™ืข ืึทืจื‘ืขื˜ ื‘ืœื•ื™ื– ืคึฟืึทืจ ืฉืคึผื™ืœ ืคึผืึทืจื˜ื™ืกืึทืคึผืึทื ืฅ; ืขืก ื•ื•ื™ื™ื–ื˜ ื“ื™ ืฉื˜ืึทื˜ ืคื•ืŸ ื“ื™ ืฉืคึผื™ืœ, ื“ื™ ืจืฉื™ืžื” ืื•ืŸ ื ื•ืžืขืจ ืคื•ืŸ ืคึผืœื™ื™ึทืขืจืก (ื ื™ืงืงื ืึทืžืข), ืจืึธืœืขืก ืื•ืŸ ื–ื™ื™ืขืจ ืกื˜ืึทื˜ื•ืก (ืžืึทืš ื’ืขืžืื›ื˜ ืึธื“ืขืจ ื ื™ืฉื˜), ื•ื•ื™ ื’ืขื–ื•ื ื˜ ื•ื•ื™ ืื ื“ืขืจืข ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข. ื•ื•ื™ ืžื™ื˜ ื“ื™ ืคืจื™ืขืจื“ื™ืงืข ืคึฟื•ื ืงืฆื™ืข, ืึทืœืฅ ืึทืจื‘ืขื˜ ื‘ืœื•ื™ื– ืคึฟืึทืจ ืฉืคึผื™ืœ ืคึผืึทืจื˜ื™ืกืึทืคึผืึทื ืฅ.

ืคึผื™ืจื™ืึทื“ื™ืงืœื™ ืœืึธื ื˜ืฉื˜ ืคืึทื ื’ืงืฉืึทื ื–

ืื•ื™ื‘ ื“ื™ ืฉืคึผื™ืœ ืื™ื– ื ื™ืฉื˜ ืœืึธื ื˜ืฉื˜ ืคึฟืึทืจ ืขื˜ืœืขื›ืข ืžืึธืœ ื•ื•ืขืŸ ืื™ืจ ืฉืึทืคึฟืŸ ื“ืขื ืฉืคึผื™ืœ, ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ ืึทื•ื•ืขืงื’ืขื ื•ืžืขืŸ ืคื•ืŸ ื“ืขืจ ืจืฉื™ืžื” ืคื•ืŸ ืึทืงื˜ื™ื•ื• ืฉืคึผื™ืœืขืจื™ื™ึท ืžื™ื˜ ื“ื™ ืงืœืึธืจ ืคื•ื ืงืฆื™ืข.

ืืŸ ืื ื“ืขืจ ืคึผืขืจื™ืึธื“ื™ืฉ ืึทืจื‘ืขื˜ ืื™ื– ื“ื™ ื’ืขืฆื•ื•ื•ื ื’ืขืŸ ืกื•ื•ื™ื˜ืฉื™ื ื’ ืคื•ืŸ ื“ื™ ืฉืคึผื™ืœ ืžืึธื“ืข ืคื•ืŸ โ€‹โ€‹ื ืึทื›ื˜ ืฆื• ื˜ืึธื’ ืื•ืŸ ืฆื•ืจื™ืง ืคึฟืึทืจ ืฉืคึผื™ืœืขืจื™ื™ึท ืคึฟืึทืจ ื•ื•ืึธืก ื“ืึธืก ืื™ื– ื ื™ืฉื˜ ื’ืขืฉืขืŸ ื‘ืขืฉืึทืก ื“ื™ ืงืขืจ (ืœืžืฉืœ, ืึท ืฉืคึผื™ืœืขืจ ื•ื•ืึธืก ื“ืึทืจืฃ ืฆื• ืจืขืึทื’ื™ืจืŸ ืฆื• ืึท ืฉืคึผื™ืœ ื’ืขืฉืขืขื ื™ืฉ ื”ืื˜ ื ื™ืฉื˜ ื’ืขืฉื™ืงื˜ ื–ื™ื™ืŸ ืœื™ื™ื–ื•ื ื’ ืคึฟืึทืจ ืขื˜ืœืขื›ืข ืกื™ื‘ื”. ).

ืžืขืœื“ืŸ

  • ื”ืงื“ืžื”
  • ื‘ืึทืฉื˜ืขื˜ื™ืงืŸ ื“ื™ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืกื•ื•ื™ื•ื•ืข, ื‘ืจืขื›ืŸ ืึทืจืึธืคึผ ื“ื™ ืึทืจื‘ืขื˜ ืื™ืŸ ืคืึทื ื’ืงืฉืึทื ื–
  • ื‘ืึทืงืขื ื“ ืึทืจื‘ืขื˜
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  • ืึธื ื”ื™ื™ื‘ ืึท ืคึผืจืึธืฆืขืก ืฉืคึผื™ืœ ืกืขืกื™ืข
  • ืจืขื–ื•ืœื˜ืึทื˜ืŸ ืคื•ืŸ

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’