From e437c5d78f923ba04b93d5308756fe23c030d7d3 Mon Sep 17 00:00:00 2001 From: bjwswang Date: Fri, 18 Aug 2023 15:52:48 +0800 Subject: [PATCH] feat: support ZhiPuAI and update crd definitions Signed-off-by: bjwswang --- PROJECT | 3 + api/v1alpha1/llm.go | 6 - api/v1alpha1/llm_types.go | 3 +- api/v1alpha1/prompt_types.go | 13 +- api/v1alpha1/prompt_webhook.go | 93 ++++++++++++ api/v1alpha1/webhook_suite_test.go | 135 ++++++++++++++++++ api/v1alpha1/zz_generated.deepcopy.go | 10 +- assets/arch.drawio | 2 +- assets/arch.drawio.png | Bin 402599 -> 217665 bytes config/certmanager/certificate.yaml | 25 ++++ config/certmanager/kustomization.yaml | 5 + config/certmanager/kustomizeconfig.yaml | 16 +++ .../arcadia.kubeagi.k8s.com.cn_prompts.yaml | 40 +++++- config/default/manager_webhook_patch.yaml | 23 +++ config/default/webhookcainjection_patch.yaml | 15 ++ config/webhook/kustomization.yaml | 6 + config/webhook/kustomizeconfig.yaml | 25 ++++ config/webhook/manifests.yaml | 55 +++++++ config/webhook/service.yaml | 13 ++ controllers/prompt_controller.go | 2 - examples/zhipuai/main.go | 46 ++++++ examples/zhipuai/samples.go | 46 ++++++ go.mod | 1 + go.sum | 2 + main.go | 38 +++++ pkg/llms/llms.go | 24 ++++ pkg/llms/zhipuai/api.go | 101 +++++++++++++ pkg/llms/zhipuai/http_client.go | 95 ++++++++++++ pkg/llms/zhipuai/jwt_token.go | 58 ++++++++ pkg/llms/zhipuai/params.go | 125 ++++++++++++++++ pkg/llms/zhipuai/zz_generated.deepcopy.go | 59 ++++++++ 31 files changed, 1062 insertions(+), 23 deletions(-) create mode 100644 api/v1alpha1/prompt_webhook.go create mode 100644 api/v1alpha1/webhook_suite_test.go create mode 100644 config/certmanager/certificate.yaml create mode 100644 config/certmanager/kustomization.yaml create mode 100644 config/certmanager/kustomizeconfig.yaml create mode 100644 config/default/manager_webhook_patch.yaml create mode 100644 config/default/webhookcainjection_patch.yaml create mode 100644 config/webhook/kustomization.yaml create mode 100644 config/webhook/kustomizeconfig.yaml create mode 100644 config/webhook/manifests.yaml create mode 100644 config/webhook/service.yaml create mode 100644 examples/zhipuai/main.go create mode 100644 examples/zhipuai/samples.go create mode 100644 pkg/llms/llms.go create mode 100644 pkg/llms/zhipuai/api.go create mode 100644 pkg/llms/zhipuai/http_client.go create mode 100644 pkg/llms/zhipuai/jwt_token.go create mode 100644 pkg/llms/zhipuai/params.go create mode 100644 pkg/llms/zhipuai/zz_generated.deepcopy.go diff --git a/PROJECT b/PROJECT index 8eb19d434..b7cd7f796 100644 --- a/PROJECT +++ b/PROJECT @@ -34,4 +34,7 @@ resources: kind: Prompt path: github.com/kubeagi/arcadia/api/v1alpha1 version: v1alpha1 + webhooks: + validation: true + webhookVersion: v1 version: "3" diff --git a/api/v1alpha1/llm.go b/api/v1alpha1/llm.go index 9ad46a67c..69f5f4eaf 100644 --- a/api/v1alpha1/llm.go +++ b/api/v1alpha1/llm.go @@ -26,12 +26,6 @@ var ( ErrMissingAPIKey = errors.New("missing apikey in auth info") ) -type LLMType string - -const ( - OpenAI LLMType = "openai" -) - func (o *AuthInfo) FromSecret(secret corev1.Secret) error { o.APIKey = string(secret.Data["apiKey"]) if o.APIKey == "" { diff --git a/api/v1alpha1/llm_types.go b/api/v1alpha1/llm_types.go index 1c599ca4a..9c109e928 100644 --- a/api/v1alpha1/llm_types.go +++ b/api/v1alpha1/llm_types.go @@ -17,6 +17,7 @@ limitations under the License. package v1alpha1 import ( + "github.com/kubeagi/arcadia/pkg/llms" metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" ) @@ -24,7 +25,7 @@ import ( type LLMSpec struct { DisplayName string `json:"displayName,omitempty"` // Type defines the type of llm - Type LLMType `json:"type"` + Type llms.LLMType `json:"type"` // URL keeps the URL of the llm service(Must required) URL string `json:"url"` // Auth keeps the authentication credentials when access llm diff --git a/api/v1alpha1/prompt_types.go b/api/v1alpha1/prompt_types.go index 68a04da44..1a294a277 100644 --- a/api/v1alpha1/prompt_types.go +++ b/api/v1alpha1/prompt_types.go @@ -17,19 +17,16 @@ limitations under the License. package v1alpha1 import ( + llmzhipuai "github.com/kubeagi/arcadia/pkg/llms/zhipuai" metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" ) -// EDIT THIS FILE! THIS IS SCAFFOLDING FOR YOU TO OWN! -// NOTE: json tags are required. Any new fields you add must have json tags for the fields to be serialized. - // PromptSpec defines the desired state of Prompt type PromptSpec struct { - // INSERT ADDITIONAL SPEC FIELDS - desired state of cluster - // Important: Run "make" to regenerate code after modifying this file - - // Foo is an example field of Prompt. Edit prompt_types.go to remove/update - Foo string `json:"foo,omitempty"` + // LLM serivice name(CRD LLM) + LLM string `json:"llm"` + // ZhiPuAIParams defines the params of ZhiPuAI + ZhiPuAIParams *llmzhipuai.ModelParams `json:"zhiPuAIParams,omitempty"` } // PromptStatus defines the observed state of Prompt diff --git a/api/v1alpha1/prompt_webhook.go b/api/v1alpha1/prompt_webhook.go new file mode 100644 index 000000000..9b3641672 --- /dev/null +++ b/api/v1alpha1/prompt_webhook.go @@ -0,0 +1,93 @@ +/* +Copyright 2023 KubeAGI. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +package v1alpha1 + +import ( + "context" + + llmzhipuai "github.com/kubeagi/arcadia/pkg/llms/zhipuai" + "k8s.io/apimachinery/pkg/runtime" + ctrl "sigs.k8s.io/controller-runtime" + logf "sigs.k8s.io/controller-runtime/pkg/log" + "sigs.k8s.io/controller-runtime/pkg/webhook" +) + +// log is for logging in this package. +var promptlog = logf.Log.WithName("prompt-resource") + +func (p *Prompt) SetupWebhookWithManager(mgr ctrl.Manager) error { + return ctrl.NewWebhookManagedBy(mgr). + For(p). + WithDefaulter(p). + WithValidator(p). + Complete() +} + +//+kubebuilder:webhook:path=/mutate-arcadia-kubeagi-k8s-com-cn-v1alpha1-prompt,mutating=true,failurePolicy=fail,sideEffects=None,groups=arcadia.kubeagi.k8s.com.cn,resources=portals,verbs=create;update,versions=v1alpha1,name=mprompt.kb.io,admissionReviewVersions=v1 + +var _ webhook.CustomDefaulter = &Prompt{} + +func (p *Prompt) Default(ctx context.Context, obj runtime.Object) error { + promptlog.Info("default", "name", p.Name) + + // Override p.Spec.ZhiPuAIParams with default values if not nil + if p.Spec.ZhiPuAIParams != nil { + merged := llmzhipuai.MergeParams(*p.Spec.ZhiPuAIParams, llmzhipuai.DefaultModelParams()) + p.Spec.ZhiPuAIParams = &merged + } + + return nil +} + +// TODO(user): change verbs to "verbs=create;update;delete" if you want to enable deletion validation. +//+kubebuilder:webhook:path=/validate-arcadia-kubeagi-k8s-com-cn-v1alpha1-prompt,mutating=false,failurePolicy=fail,sideEffects=None,groups=arcadia.kubeagi.k8s.com.cn,resources=prompts,verbs=create;update;delete,versions=v1alpha1,name=vprompt.kb.io,admissionReviewVersions=v1 + +var _ webhook.CustomValidator = &Prompt{} + +// ValidateCreate implements webhook.Validator so a webhook will be registered for the type +func (r *Prompt) ValidateCreate(ctx context.Context, obj runtime.Object) error { + promptlog.Info("validate create", "name", r.Name) + + if r.Spec.ZhiPuAIParams != nil { + if err := llmzhipuai.ValidateModelParams(*r.Spec.ZhiPuAIParams); err != nil { + promptlog.Error(err, "validate model params") + return err + } + } + + return nil +} + +// ValidateUpdate implements webhook.Validator so a webhook will be registered for the type +func (r *Prompt) ValidateUpdate(ctx context.Context, oldObj runtime.Object, newObj runtime.Object) error { + promptlog.Info("validate update", "name", r.Name) + + if r.Spec.ZhiPuAIParams != nil { + if err := llmzhipuai.ValidateModelParams(*r.Spec.ZhiPuAIParams); err != nil { + promptlog.Error(err, "validate model params") + return err + } + } + + return nil +} + +// ValidateDelete implements webhook.Validator so a webhook will be registered for the type +func (r *Prompt) ValidateDelete(ctx context.Context, obj runtime.Object) error { + promptlog.Info("validate delete", "name", r.Name) + return nil +} diff --git a/api/v1alpha1/webhook_suite_test.go b/api/v1alpha1/webhook_suite_test.go new file mode 100644 index 000000000..a5725cd76 --- /dev/null +++ b/api/v1alpha1/webhook_suite_test.go @@ -0,0 +1,135 @@ +/* +Copyright 2023 KubeAGI. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +package v1alpha1 + +import ( + "context" + "crypto/tls" + "fmt" + "net" + "path/filepath" + "testing" + "time" + + . "github.com/onsi/ginkgo" + . "github.com/onsi/gomega" + + admissionv1beta1 "k8s.io/api/admission/v1beta1" + //+kubebuilder:scaffold:imports + "k8s.io/apimachinery/pkg/runtime" + "k8s.io/client-go/rest" + ctrl "sigs.k8s.io/controller-runtime" + "sigs.k8s.io/controller-runtime/pkg/client" + "sigs.k8s.io/controller-runtime/pkg/envtest" + "sigs.k8s.io/controller-runtime/pkg/envtest/printer" + logf "sigs.k8s.io/controller-runtime/pkg/log" + "sigs.k8s.io/controller-runtime/pkg/log/zap" +) + +// These tests use Ginkgo (BDD-style Go testing framework). Refer to +// http://onsi.github.io/ginkgo/ to learn more about Ginkgo. + +var cfg *rest.Config +var k8sClient client.Client +var testEnv *envtest.Environment +var ctx context.Context +var cancel context.CancelFunc + +func TestAPIs(t *testing.T) { + RegisterFailHandler(Fail) + + RunSpecsWithDefaultAndCustomReporters(t, + "Webhook Suite", + []Reporter{printer.NewlineReporter{}}) +} + +var _ = BeforeSuite(func() { + logf.SetLogger(zap.New(zap.WriteTo(GinkgoWriter), zap.UseDevMode(true))) + + ctx, cancel = context.WithCancel(context.TODO()) + + By("bootstrapping test environment") + testEnv = &envtest.Environment{ + CRDDirectoryPaths: []string{filepath.Join("..", "..", "config", "crd", "bases")}, + ErrorIfCRDPathMissing: false, + WebhookInstallOptions: envtest.WebhookInstallOptions{ + Paths: []string{filepath.Join("..", "..", "config", "webhook")}, + }, + } + + var err error + // cfg is defined in this file globally. + cfg, err = testEnv.Start() + Expect(err).NotTo(HaveOccurred()) + Expect(cfg).NotTo(BeNil()) + + scheme := runtime.NewScheme() + err = AddToScheme(scheme) + Expect(err).NotTo(HaveOccurred()) + + err = admissionv1beta1.AddToScheme(scheme) + Expect(err).NotTo(HaveOccurred()) + + //+kubebuilder:scaffold:scheme + + k8sClient, err = client.New(cfg, client.Options{Scheme: scheme}) + Expect(err).NotTo(HaveOccurred()) + Expect(k8sClient).NotTo(BeNil()) + + // start webhook server using Manager + webhookInstallOptions := &testEnv.WebhookInstallOptions + mgr, err := ctrl.NewManager(cfg, ctrl.Options{ + Scheme: scheme, + Host: webhookInstallOptions.LocalServingHost, + Port: webhookInstallOptions.LocalServingPort, + CertDir: webhookInstallOptions.LocalServingCertDir, + LeaderElection: false, + MetricsBindAddress: "0", + }) + Expect(err).NotTo(HaveOccurred()) + + err = (&Prompt{}).SetupWebhookWithManager(mgr) + Expect(err).NotTo(HaveOccurred()) + + //+kubebuilder:scaffold:webhook + + go func() { + defer GinkgoRecover() + err = mgr.Start(ctx) + Expect(err).NotTo(HaveOccurred()) + }() + + // wait for the webhook server to get ready + dialer := &net.Dialer{Timeout: time.Second} + addrPort := fmt.Sprintf("%s:%d", webhookInstallOptions.LocalServingHost, webhookInstallOptions.LocalServingPort) + Eventually(func() error { + conn, err := tls.DialWithDialer(dialer, "tcp", addrPort, &tls.Config{InsecureSkipVerify: true}) + if err != nil { + return err + } + conn.Close() + return nil + }).Should(Succeed()) + +}, 60) + +var _ = AfterSuite(func() { + cancel() + By("tearing down the test environment") + err := testEnv.Stop() + Expect(err).NotTo(HaveOccurred()) +}) diff --git a/api/v1alpha1/zz_generated.deepcopy.go b/api/v1alpha1/zz_generated.deepcopy.go index de25254b1..0e1437b9e 100644 --- a/api/v1alpha1/zz_generated.deepcopy.go +++ b/api/v1alpha1/zz_generated.deepcopy.go @@ -22,7 +22,8 @@ limitations under the License. package v1alpha1 import ( - runtime "k8s.io/apimachinery/pkg/runtime" + "github.com/kubeagi/arcadia/pkg/llms/zhipuai" + "k8s.io/apimachinery/pkg/runtime" ) // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. @@ -263,7 +264,7 @@ func (in *Prompt) DeepCopyInto(out *Prompt) { *out = *in out.TypeMeta = in.TypeMeta in.ObjectMeta.DeepCopyInto(&out.ObjectMeta) - out.Spec = in.Spec + in.Spec.DeepCopyInto(&out.Spec) out.Status = in.Status } @@ -320,6 +321,11 @@ func (in *PromptList) DeepCopyObject() runtime.Object { // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. func (in *PromptSpec) DeepCopyInto(out *PromptSpec) { *out = *in + if in.ZhiPuAIParams != nil { + in, out := &in.ZhiPuAIParams, &out.ZhiPuAIParams + *out = new(zhipuai.ModelParams) + (*in).DeepCopyInto(*out) + } } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PromptSpec. diff --git a/assets/arch.drawio b/assets/arch.drawio index b203a5068..6e54f3036 100644 --- a/assets/arch.drawio +++ b/assets/arch.drawio @@ -1 +1 @@ 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z7p<nB4CwZbWn0rLrFwR#qBEac8U+5o0FVH0|7hFwxSx+!8Lc#by9Rm(XpDD;miQ0R zK&SR?rxjoe8u+{4f{=Qg5Ey&}klEuOC)U;D{x_C3Rf<Fe+~xjl`F~r^sk=AC%L!Wb z|1Eu2ca8UDTkg5Fa~Jx4IApLV90vmFBpihl1k$aW>qKOYh^!B;v;3Vt3n1|S0Pfpt U{a^A!4*&oF07*qoM6N<$f_Y7n-~a#s diff --git a/config/certmanager/certificate.yaml b/config/certmanager/certificate.yaml new file mode 100644 index 000000000..52d866183 --- /dev/null +++ b/config/certmanager/certificate.yaml @@ -0,0 +1,25 @@ +# The following manifests contain a self-signed issuer CR and a certificate CR. +# More document can be found at https://docs.cert-manager.io +# WARNING: Targets CertManager v1.0. Check https://cert-manager.io/docs/installation/upgrading/ for breaking changes. +apiVersion: cert-manager.io/v1 +kind: Issuer +metadata: + name: selfsigned-issuer + namespace: system +spec: + selfSigned: {} +--- +apiVersion: cert-manager.io/v1 +kind: Certificate +metadata: + name: serving-cert # this name should match the one appeared in kustomizeconfig.yaml + namespace: system +spec: + # $(SERVICE_NAME) and $(SERVICE_NAMESPACE) will be substituted by kustomize + dnsNames: + - $(SERVICE_NAME).$(SERVICE_NAMESPACE).svc + - $(SERVICE_NAME).$(SERVICE_NAMESPACE).svc.cluster.local + issuerRef: + kind: Issuer + name: selfsigned-issuer + secretName: webhook-server-cert # this secret will not be prefixed, since it's not managed by kustomize diff --git a/config/certmanager/kustomization.yaml b/config/certmanager/kustomization.yaml new file mode 100644 index 000000000..bebea5a59 --- /dev/null +++ b/config/certmanager/kustomization.yaml @@ -0,0 +1,5 @@ +resources: +- certificate.yaml + +configurations: +- kustomizeconfig.yaml diff --git a/config/certmanager/kustomizeconfig.yaml b/config/certmanager/kustomizeconfig.yaml new file mode 100644 index 000000000..90d7c313c --- /dev/null +++ b/config/certmanager/kustomizeconfig.yaml @@ -0,0 +1,16 @@ +# This configuration is for teaching kustomize how to update name ref and var substitution +nameReference: +- kind: Issuer + group: cert-manager.io + fieldSpecs: + - kind: Certificate + group: cert-manager.io + path: spec/issuerRef/name + +varReference: +- kind: Certificate + group: cert-manager.io + path: spec/commonName +- kind: Certificate + group: cert-manager.io + path: spec/dnsNames diff --git a/config/crd/bases/arcadia.kubeagi.k8s.com.cn_prompts.yaml b/config/crd/bases/arcadia.kubeagi.k8s.com.cn_prompts.yaml index 103ffa99f..f3369cb8c 100644 --- a/config/crd/bases/arcadia.kubeagi.k8s.com.cn_prompts.yaml +++ b/config/crd/bases/arcadia.kubeagi.k8s.com.cn_prompts.yaml @@ -35,10 +35,44 @@ spec: spec: description: PromptSpec defines the desired state of Prompt properties: - foo: - description: Foo is an example field of Prompt. Edit prompt_types.go - to remove/update + llm: + description: LLM serivice name(CRD LLM) type: string + zhiPuAIParams: + description: ZhiPuAIParams defines the params of ZhiPuAI + properties: + incremental: + description: Incremental is only Used for SSE Invoke + type: boolean + method: + description: Method used for this prompt call + type: string + model: + description: Model used for this prompt call + type: string + prompt: + description: Contents + items: + description: Prompt defines the content of ZhiPuAI Prompt Call + properties: + content: + type: string + role: + type: string + type: object + type: array + task_id: + description: TaskID is used for getting result of AsyncInvoke + type: string + temperature: + description: Temperature is float in zhipuai + top_p: + description: TopP is float in zhipuai + required: + - prompt + type: object + required: + - llm type: object status: description: PromptStatus defines the observed state of Prompt diff --git a/config/default/manager_webhook_patch.yaml b/config/default/manager_webhook_patch.yaml new file mode 100644 index 000000000..738de350b --- /dev/null +++ b/config/default/manager_webhook_patch.yaml @@ -0,0 +1,23 @@ +apiVersion: apps/v1 +kind: Deployment +metadata: + name: controller-manager + namespace: system +spec: + template: + spec: + containers: + - name: manager + ports: + - containerPort: 9443 + name: webhook-server + protocol: TCP + volumeMounts: + - mountPath: /tmp/k8s-webhook-server/serving-certs + name: cert + readOnly: true + volumes: + - name: cert + secret: + defaultMode: 420 + secretName: webhook-server-cert diff --git a/config/default/webhookcainjection_patch.yaml b/config/default/webhookcainjection_patch.yaml new file mode 100644 index 000000000..02ab515d4 --- /dev/null +++ b/config/default/webhookcainjection_patch.yaml @@ -0,0 +1,15 @@ +# This patch add annotation to admission webhook config and +# the variables $(CERTIFICATE_NAMESPACE) and $(CERTIFICATE_NAME) will be substituted by kustomize. +apiVersion: admissionregistration.k8s.io/v1 +kind: MutatingWebhookConfiguration +metadata: + name: mutating-webhook-configuration + annotations: + cert-manager.io/inject-ca-from: $(CERTIFICATE_NAMESPACE)/$(CERTIFICATE_NAME) +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + name: validating-webhook-configuration + annotations: + cert-manager.io/inject-ca-from: $(CERTIFICATE_NAMESPACE)/$(CERTIFICATE_NAME) diff --git a/config/webhook/kustomization.yaml b/config/webhook/kustomization.yaml new file mode 100644 index 000000000..9cf26134e --- /dev/null +++ b/config/webhook/kustomization.yaml @@ -0,0 +1,6 @@ +resources: +- manifests.yaml +- service.yaml + +configurations: +- kustomizeconfig.yaml diff --git a/config/webhook/kustomizeconfig.yaml b/config/webhook/kustomizeconfig.yaml new file mode 100644 index 000000000..25e21e3c9 --- /dev/null +++ b/config/webhook/kustomizeconfig.yaml @@ -0,0 +1,25 @@ +# the following config is for teaching kustomize where to look at when substituting vars. +# It requires kustomize v2.1.0 or newer to work properly. +nameReference: +- kind: Service + version: v1 + fieldSpecs: + - kind: MutatingWebhookConfiguration + group: admissionregistration.k8s.io + path: webhooks/clientConfig/service/name + - kind: ValidatingWebhookConfiguration + group: admissionregistration.k8s.io + path: webhooks/clientConfig/service/name + +namespace: +- kind: MutatingWebhookConfiguration + group: admissionregistration.k8s.io + path: webhooks/clientConfig/service/namespace + create: true +- kind: ValidatingWebhookConfiguration + group: admissionregistration.k8s.io + path: webhooks/clientConfig/service/namespace + create: true + +varReference: +- path: metadata/annotations diff --git a/config/webhook/manifests.yaml b/config/webhook/manifests.yaml new file mode 100644 index 000000000..b93950c16 --- /dev/null +++ b/config/webhook/manifests.yaml @@ -0,0 +1,55 @@ +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: MutatingWebhookConfiguration +metadata: + creationTimestamp: null + name: mutating-webhook-configuration +webhooks: +- admissionReviewVersions: + - v1 + clientConfig: + service: + name: webhook-service + namespace: system + path: /mutate-arcadia-kubeagi-k8s-com-cn-v1alpha1-prompt + failurePolicy: Fail + name: mprompt.kb.io + rules: + - apiGroups: + - arcadia.kubeagi.k8s.com.cn + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - portals + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + creationTimestamp: null + name: validating-webhook-configuration +webhooks: +- admissionReviewVersions: + - v1 + clientConfig: + service: + name: webhook-service + namespace: system + path: /validate-arcadia-kubeagi-k8s-com-cn-v1alpha1-prompt + failurePolicy: Fail + name: vprompt.kb.io + rules: + - apiGroups: + - arcadia.kubeagi.k8s.com.cn + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + - DELETE + resources: + - prompts + sideEffects: None diff --git a/config/webhook/service.yaml b/config/webhook/service.yaml new file mode 100644 index 000000000..3f638bd9c --- /dev/null +++ b/config/webhook/service.yaml @@ -0,0 +1,13 @@ + +apiVersion: v1 +kind: Service +metadata: + name: webhook-service + namespace: system +spec: + ports: + - port: 443 + protocol: TCP + targetPort: 9443 + selector: + control-plane: controller-manager diff --git a/controllers/prompt_controller.go b/controllers/prompt_controller.go index 1a9562d04..17e92a79a 100644 --- a/controllers/prompt_controller.go +++ b/controllers/prompt_controller.go @@ -49,8 +49,6 @@ type PromptReconciler struct { func (r *PromptReconciler) Reconcile(ctx context.Context, req ctrl.Request) (ctrl.Result, error) { _ = log.FromContext(ctx) - // TODO(user): your logic here - return ctrl.Result{}, nil } diff --git a/examples/zhipuai/main.go b/examples/zhipuai/main.go new file mode 100644 index 000000000..a75cb8dee --- /dev/null +++ b/examples/zhipuai/main.go @@ -0,0 +1,46 @@ +/* +Copyright 2023 KubeAGI. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +package main + +import ( + "fmt" + "os" +) + +func main() { + if len(os.Args) == 0 { + panic("api key is empty") + } + apiKey := os.Args[1] + resp, err := sampleInvoke(apiKey) + if err != nil { + panic(err) + } + fmt.Printf("SampleInvoke: \n %+v\n", resp) + + resp, err = sampleInvokeAsync(apiKey) + if err != nil { + panic(err) + } + // fmt.Printf("sampleInvokeAsync: \n %+v\n", resp) + // taskID := "76997570932704279317856632766629711813" + // resp, err = getInvokeAsyncResult(apiKey, taskID) + // if err != nil { + // panic(err) + // } + // fmt.Printf("getInvokeAsyncResult: \n %+v\n", resp) +} diff --git a/examples/zhipuai/samples.go b/examples/zhipuai/samples.go new file mode 100644 index 000000000..967bb2b26 --- /dev/null +++ b/examples/zhipuai/samples.go @@ -0,0 +1,46 @@ +/* +Copyright 2023 KubeAGI. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +package main + +import "github.com/kubeagi/arcadia/pkg/llms/zhipuai" + +func sampleInvoke(apiKey string) (map[string]interface{}, error) { + client := zhipuai.NewZhiPuAI(apiKey) + params := zhipuai.DefaultModelParams() + params.Prompt = []zhipuai.Prompt{ + {Role: zhipuai.User, Content: "As a kubernetes expert,please answer the following questions."}, + } + return client.Invoke(params) +} + +func sampleInvokeAsync(apiKey string) (map[string]interface{}, error) { + client := zhipuai.NewZhiPuAI(apiKey) + params := zhipuai.DefaultModelParams() + params.Method = zhipuai.ZhiPuAIAsyncInvoke + params.Prompt = []zhipuai.Prompt{ + {Role: zhipuai.User, Content: "As a kubernetes expert,please answer the following questions."}, + } + return client.AsyncInvoke(params) +} + +func getInvokeAsyncResult(apiKey string, taskID string) (map[string]interface{}, error) { + client := zhipuai.NewZhiPuAI(apiKey) + params := zhipuai.DefaultModelParams() + params.Method = zhipuai.ZhiPuAIAsyncGet + params.TaskID = taskID + return client.Get(params) +} diff --git a/go.mod b/go.mod index 43820737a..9979e9ef7 100644 --- a/go.mod +++ b/go.mod @@ -3,6 +3,7 @@ module github.com/kubeagi/arcadia go 1.20 require ( + github.com/golang-jwt/jwt v3.2.2+incompatible github.com/onsi/ginkgo v1.16.5 github.com/onsi/gomega v1.18.1 k8s.io/api v0.24.2 diff --git a/go.sum b/go.sum index c27022bfb..77285e76c 100644 --- a/go.sum +++ b/go.sum @@ -179,6 +179,8 @@ github.com/gogo/protobuf v1.2.1/go.mod h1:hp+jE20tsWTFYpLwKvXlhS1hjn+gTNwPg2I6zV github.com/gogo/protobuf v1.3.1/go.mod h1:SlYgWuQ5SjCEi6WLHjHCa1yvBfUnHcTbrrZtXPKa29o= github.com/gogo/protobuf v1.3.2 h1:Ov1cvc58UF3b5XjBnZv7+opcTcQFZebYjWzi34vdm4Q= github.com/gogo/protobuf v1.3.2/go.mod h1:P1XiOD3dCwIKUDQYPy72D8LYyHL2YPYrpS2s69NZV8Q= +github.com/golang-jwt/jwt v3.2.2+incompatible h1:IfV12K8xAKAnZqdXVzCZ+TOjboZ2keLg81eXfW3O+oY= +github.com/golang-jwt/jwt v3.2.2+incompatible/go.mod h1:8pz2t5EyA70fFQQSrl6XZXzqecmYZeUEB8OUGHkxJ+I= github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q= github.com/golang/glog v1.0.0/go.mod h1:EWib/APOK0SL3dFbYqvxE3UYd8E6s1ouQ7iEp/0LWV4= github.com/golang/groupcache v0.0.0-20190129154638-5b532d6fd5ef/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc= diff --git a/main.go b/main.go index 37ab1c1d4..6de900844 100644 --- a/main.go +++ b/main.go @@ -19,6 +19,8 @@ package main import ( "flag" "os" + "path/filepath" + "strconv" // Import all Kubernetes client auth plugins (e.g. Azure, GCP, OIDC, etc.) // to ensure that exec-entrypoint and run can make use of them. @@ -72,6 +74,35 @@ func main() { } } + var enableWebhooks bool + // 1. Environment variable has the highest priority + v, ok := os.LookupEnv("ENABLE_WEBHOOKS") + if !ok { + // 2. options.CertDir can be configured through the config file, priority 2 + if options.CertDir != "" { + enableWebhooks = true + } else { + // 3. The default directory has a value of priority 3 + defaultPath := filepath.Join(os.TempDir(), "k8s-webhook-server", "serving-certs") + _, err := os.Stat(defaultPath) + if err == nil { + enableWebhooks = true + } + if err != nil { + if os.IsNotExist(err) { + enableWebhooks = false + } + } + } + } else { + // 4. If the environment variable is configured, but there is a configuration error, exit directly. + enableWebhooks, err = strconv.ParseBool(v) + if err != nil { + setupLog.Error(err, "unable to parse ENABLE_WEBHOOKS") + os.Exit(1) + } + } + mgr, err := ctrl.NewManager(ctrl.GetConfigOrDie(), options) if err != nil { setupLog.Error(err, "unable to start manager") @@ -99,6 +130,13 @@ func main() { setupLog.Error(err, "unable to create controller", "controller", "Prompt") os.Exit(1) } + if enableWebhooks { + if err = (&arcadiav1alpha1.Prompt{}).SetupWebhookWithManager(mgr); err != nil { + setupLog.Error(err, "unable to create webhook", "webhook", "Prompt") + os.Exit(1) + } + } + //+kubebuilder:scaffold:builder if err := mgr.AddHealthzCheck("healthz", healthz.Ping); err != nil { diff --git a/pkg/llms/llms.go b/pkg/llms/llms.go new file mode 100644 index 000000000..86d0d5ea3 --- /dev/null +++ b/pkg/llms/llms.go @@ -0,0 +1,24 @@ +/* +Copyright 2023 KubeAGI. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +package llms + +type LLMType string + +const ( + OpenAI LLMType = "openai" + ZhiPuAI LLMType = "zhipuai" +) diff --git a/pkg/llms/zhipuai/api.go b/pkg/llms/zhipuai/api.go new file mode 100644 index 000000000..cd140071b --- /dev/null +++ b/pkg/llms/zhipuai/api.go @@ -0,0 +1,101 @@ +/* +Copyright 2023 KubeAGI. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +// NOTE: Reference zhipuai's python sdk: model_api/api.py + +package zhipuai + +import ( + "errors" + "fmt" + "time" +) + +const ( + ZHIPUAI_MODEL_API_URL = "https://open.bigmodel.cn/api/paas/v3/model-api" + ZHIPUAI_MODEL_Default_Timeout = 300 * time.Second +) + +type Model string + +const ( + ZhiPuAILite Model = "chatglm_lite" + ZhiPuAIStd Model = "chatglm_std" + ZhiPuAIPro Model = "chatglm_pro" +) + +type Method string + +const ( + // POST + ZhiPuAIInvoke Method = "invoke" + ZhiPuAIAsyncInvoke Method = "async-invoke" + ZhiPuAISSEInvoke Method = "sse-invoke" + // GET + ZhiPuAIAsyncGet Method = "async-get" +) + +func BuildAPIURL(model Model, method Method) string { + return fmt.Sprintf("%s/%s/%s", ZHIPUAI_MODEL_API_URL, model, method) +} + +type ZhiPuAI struct { + apiKey string +} + +func NewZhiPuAI(apiKey string) *ZhiPuAI { + return &ZhiPuAI{ + apiKey: apiKey, + } +} + +// Invoke calls zhipuai and returns result immediately +func (z *ZhiPuAI) Invoke(params ModelParams) (map[string]interface{}, error) { + url := BuildAPIURL(params.Model, ZhiPuAIInvoke) + token, err := GenerateToken(z.apiKey, API_TOKEN_TTL_SECONDS) + if err != nil { + return nil, err + } + + return Post(url, token, params, ZHIPUAI_MODEL_Default_Timeout) +} + +// AsyncInvoke only returns a task id which can be used to get result of task later +func (z *ZhiPuAI) AsyncInvoke(params ModelParams) (map[string]interface{}, error) { + url := BuildAPIURL(params.Model, ZhiPuAIAsyncInvoke) + token, err := GenerateToken(z.apiKey, API_TOKEN_TTL_SECONDS) + if err != nil { + return nil, err + } + + return Post(url, token, params, ZHIPUAI_MODEL_Default_Timeout) +} + +// Get result of task async-invoke +func (z *ZhiPuAI) Get(params ModelParams) (map[string]interface{}, error) { + if params.TaskID == "" { + return nil, errors.New("TaskID is required when running Get with method AsyncInvoke") + } + + // url with task id + url := fmt.Sprintf("%s/%s", BuildAPIURL(params.Model, ZhiPuAIAsyncInvoke), params.TaskID) + token, err := GenerateToken(z.apiKey, API_TOKEN_TTL_SECONDS) + if err != nil { + return nil, err + } + + return Get(url, token, ZHIPUAI_MODEL_Default_Timeout) +} diff --git a/pkg/llms/zhipuai/http_client.go b/pkg/llms/zhipuai/http_client.go new file mode 100644 index 000000000..9bc3271ff --- /dev/null +++ b/pkg/llms/zhipuai/http_client.go @@ -0,0 +1,95 @@ +/* +Copyright 2023 KubeAGI. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +// NOTE: Reference zhipuai's python sdk: utils/http_client.py + +package zhipuai + +import ( + "bytes" + "encoding/json" + "fmt" + "net/http" + "time" +) + +func setHeadersWithToken(req *http.Request, token string) { + req.Header.Set("Content-Type", "application/json") + req.Header.Set("Accept", "application/json") + req.Header.Set("Authorization", token) +} + +func parseHTTPResponse(resp *http.Response) (map[string]interface{}, error) { + if resp.StatusCode != http.StatusOK { + return nil, fmt.Errorf("exception: %s", resp.Status) + } + + var data map[string]interface{} + err := json.NewDecoder(resp.Body).Decode(&data) + if err != nil { + return nil, err + } + + return data, nil +} + +func Post(apiURL, token string, params ModelParams, timeout time.Duration) (map[string]interface{}, error) { + jsonParams, err := json.Marshal(params) + if err != nil { + return nil, err + } + req, err := http.NewRequest("POST", apiURL, bytes.NewBuffer(jsonParams)) + if err != nil { + return nil, err + } + + setHeadersWithToken(req, token) + + client := http.Client{ + Timeout: timeout, + } + resp, err := client.Do(req) + if err != nil { + return nil, err + } + defer resp.Body.Close() + + return parseHTTPResponse(resp) +} +func Get(apiURL, token string, timeout time.Duration) (map[string]interface{}, error) { + req, err := http.NewRequest("GET", apiURL, nil) + if err != nil { + return nil, err + } + + setHeadersWithToken(req, token) + + client := http.Client{ + Timeout: timeout, + } + resp, err := client.Do(req) + if err != nil { + return nil, err + } + defer resp.Body.Close() + + return parseHTTPResponse(resp) +} + +// TODO: impl stream +func Stream(apiURL, token string, params ModelParams, timeout time.Duration) (*http.Response, error) { + return nil, nil +} diff --git a/pkg/llms/zhipuai/jwt_token.go b/pkg/llms/zhipuai/jwt_token.go new file mode 100644 index 000000000..b311dc161 --- /dev/null +++ b/pkg/llms/zhipuai/jwt_token.go @@ -0,0 +1,58 @@ +/* +Copyright 2023 KubeAGI. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +// NOTE: Reference zhipuai's python sdk: utils/jwt_token.py +package zhipuai + +import ( + "fmt" + "strings" + "time" + + "github.com/golang-jwt/jwt" +) + +const ( + API_TOKEN_TTL_SECONDS = 3 * 60 + // FIXME: impl TLL Cache + CACHE_TTL_SECONDS = (API_TOKEN_TTL_SECONDS - 30) +) + +func GenerateToken(apikey string, expSeconds int64) (string, error) { + parts := strings.Split(apikey, ".") + if len(parts) != 2 { + return "", fmt.Errorf("invalid apikey") + } + + id := parts[0] + secret := parts[1] + + currentTime := time.Now().UnixMilli() + claims := jwt.MapClaims{ + "api_key": id, + "exp": currentTime + expSeconds*1000, + "timestamp": currentTime, + } + + token := jwt.NewWithClaims(jwt.SigningMethodHS256, claims) + token.Header["sign_type"] = "SIGN" + tokenString, err := token.SignedString([]byte(secret)) + if err != nil { + return "", err + } + + return tokenString, nil +} diff --git a/pkg/llms/zhipuai/params.go b/pkg/llms/zhipuai/params.go new file mode 100644 index 000000000..9f8524e02 --- /dev/null +++ b/pkg/llms/zhipuai/params.go @@ -0,0 +1,125 @@ +/* +Copyright 2023 KubeAGI. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +// NOTE: Reference zhipuai's python sdk: model_api/params.py + +package zhipuai + +import "errors" + +type Role string + +const ( + User Role = "user" + Assistant Role = "assistant" +) + +// +kubebuilder:object:generate=true +// ZhiPuAIParams defines the params of ZhiPuAI Prompt Call +type ModelParams struct { + // Method used for this prompt call + Method Method `json:"method,omitempty"` + + // Model used for this prompt call + Model Model `json:"model,omitempty"` + + //Temperature is float in zhipuai + Temperature float32 `json:"temperature,omitempty"` + // TopP is float in zhipuai + TopP float32 `json:"top_p,omitempty"` + // Contents + Prompt []Prompt `json:"prompt"` + + // TaskID is used for getting result of AsyncInvoke + TaskID string `json:"task_id,omitempty"` + + // Incremental is only Used for SSE Invoke + Incremental bool `json:"incremental,omitempty"` +} + +// +kubebuilder:object:generate=true +// Prompt defines the content of ZhiPuAI Prompt Call +type Prompt struct { + Role Role `json:"role,omitempty"` + Content string `json:"content,omitempty"` +} + +func DefaultModelParams() ModelParams { + return ModelParams{ + Model: ZhiPuAILite, + Method: ZhiPuAIInvoke, + Temperature: 0.95, // zhipuai official + TopP: 0.7, // zhipuai official + Prompt: []Prompt{}, + } +} + +// MergeZhiPuAI merges b to a with this rule +// - if a.x is emtpy and b.x is not, then a.x = b.x +func MergeParams(a, b ModelParams) ModelParams { + if a.Model == "" && b.Model != "" { + a.Model = b.Model + } + if a.Method == "" && b.Method != "" { + a.Method = b.Method + } + if a.Temperature == 0 && b.Temperature != 0 { + a.Temperature = b.Temperature + } + if a.TopP == 0 && b.TopP != 0 { + a.TopP = b.TopP + } + if !a.Incremental && b.Incremental { + a.Incremental = b.Incremental + } + if len(a.Prompt) == 0 && len(b.Prompt) > 0 { + a.Prompt = b.Prompt + } + return a +} + +func ValidateModelParams(params ModelParams) error { + if params.Model == "" || params.Method == "" { + return errors.New("model or method is required") + } + + if params.Temperature < 0 || params.Temperature > 1 { + return errors.New("temperature must be in [0, 1]") + } + + if params.TopP < 0 || params.TopP > 1 { + return errors.New("top_p must be in [0, 1]") + } + + switch params.Method { + case ZhiPuAIInvoke, ZhiPuAIAsyncInvoke: + if len(params.Prompt) == 0 { + return errors.New("prompt is required") + } + if len(params.Prompt) > 1 { + return errors.New("only one prompt is allowed") + } + case ZhiPuAISSEInvoke: + case ZhiPuAIAsyncGet: + if params.TaskID == "" { + return errors.New("task_id is required") + } + default: + return errors.New("method must be one of [invoke, async-invoke, sse-invoke,get]") + } + + return nil +} diff --git a/pkg/llms/zhipuai/zz_generated.deepcopy.go b/pkg/llms/zhipuai/zz_generated.deepcopy.go new file mode 100644 index 000000000..9e29eb645 --- /dev/null +++ b/pkg/llms/zhipuai/zz_generated.deepcopy.go @@ -0,0 +1,59 @@ +//go:build !ignore_autogenerated +// +build !ignore_autogenerated + +/* +Copyright 2023 KubeAGI. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +// Code generated by controller-gen. DO NOT EDIT. + +package zhipuai + +import () + +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *ModelParams) DeepCopyInto(out *ModelParams) { + *out = *in + if in.Prompt != nil { + in, out := &in.Prompt, &out.Prompt + *out = make([]Prompt, len(*in)) + copy(*out, *in) + } +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelParams. +func (in *ModelParams) DeepCopy() *ModelParams { + if in == nil { + return nil + } + out := new(ModelParams) + in.DeepCopyInto(out) + return out +} + +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *Prompt) DeepCopyInto(out *Prompt) { + *out = *in +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Prompt. +func (in *Prompt) DeepCopy() *Prompt { + if in == nil { + return nil + } + out := new(Prompt) + in.DeepCopyInto(out) + return out +}