├── Jenkinsfile ├── LICENSE ├── Makefile ├── README.md ├── ansible ├── inventory ├── playbook_with_jenkins │ ├── create_compute_instance.yaml │ └── deploy_jenkins.yaml ├── requirements.txt └── secrets │ └── .gitignore ├── data ├── cleaned_test.csv ├── cleaned_train.csv ├── cleaned_train_folds.csv ├── sample_submission.csv ├── test.csv └── train.csv ├── deployment ├── jenkins │ ├── Dockerfile │ ├── build_jenkins_image.sh │ └── docker-compose.yaml ├── mlflow │ ├── Dockerfile │ ├── build_mlflow_image.sh │ ├── docker-compose.yaml │ └── run_env │ │ └── data │ │ └── mlflow.db └── model_predictor │ ├── Dockerfile │ └── docker-compose.yaml ├── helm ├── disaster_chart │ ├── .helmignore │ ├── Chart.yaml │ ├── README.md │ ├── templates │ │ ├── NOTES.txt │ │ ├── app-nginx-ingress.yaml │ │ ├── deployment.yaml │ │ └── service.yaml │ └── values.yaml ├── grafana-prometheus │ └── kube-prometheus-stack │ │ ├── .editorconfig │ │ ├── .gitignore │ │ ├── .helmignore │ │ ├── CONTRIBUTING.md │ │ ├── Chart.yaml │ │ ├── README.md │ │ ├── charts │ │ └── crds │ │ │ ├── Chart.yaml │ │ │ ├── README.md │ │ │ └── crds │ │ │ ├── crd-alertmanagerconfigs.yaml │ │ │ ├── crd-alertmanagers.yaml │ │ │ ├── crd-podmonitors.yaml │ │ │ ├── crd-probes.yaml │ │ │ ├── crd-prometheusagents.yaml │ │ │ ├── crd-prometheuses.yaml │ │ │ ├── crd-prometheusrules.yaml │ │ │ ├── crd-scrapeconfigs.yaml │ │ │ ├── crd-servicemonitors.yaml │ │ │ └── crd-thanosrulers.yaml │ │ ├── ci │ │ ├── 01-provision-crds-values.yaml │ │ ├── 02-test-without-crds-values.yaml │ │ ├── 03-non-defaults-values.yaml │ │ ├── 04-prometheus-operator-webhook-values.yaml │ │ ├── 05-alertmanager-ingress-host-with-wildcard-values.yaml │ │ └── lint.sh │ │ ├── files │ │ └── dashboards │ │ │ └── k8s-coredns.json │ │ ├── hack │ │ ├── README.md │ │ ├── minikube │ │ │ ├── README.md │ │ │ ├── cmd.sh │ │ │ └── values.yaml │ │ ├── requirements.txt │ │ ├── sync_grafana_dashboards.py │ │ ├── sync_prometheus_rules.py │ │ ├── update_crds.sh │ │ └── update_mixins.sh │ │ ├── templates │ │ ├── NOTES.txt │ │ ├── _helpers.tpl │ │ ├── alertmanager │ │ │ ├── alertmanager.yaml │ │ │ ├── extrasecret.yaml │ │ │ ├── ingress.yaml │ │ │ ├── ingressperreplica.yaml │ │ │ ├── podDisruptionBudget.yaml │ │ │ ├── psp-role.yaml │ │ │ ├── psp-rolebinding.yaml │ │ │ ├── psp.yaml │ │ │ ├── secret.yaml │ │ │ ├── service.yaml │ │ │ ├── serviceaccount.yaml │ │ │ ├── servicemonitor.yaml │ │ │ └── serviceperreplica.yaml │ │ ├── exporters │ │ │ ├── core-dns │ │ │ │ ├── service.yaml │ │ │ │ └── servicemonitor.yaml │ │ │ ├── kube-api-server │ │ │ │ └── servicemonitor.yaml │ │ │ ├── kube-controller-manager │ │ │ │ ├── endpoints.yaml │ │ │ │ ├── service.yaml │ │ │ │ └── servicemonitor.yaml │ │ │ ├── kube-dns │ │ │ │ ├── service.yaml │ │ │ │ └── servicemonitor.yaml │ │ │ ├── kube-etcd │ │ │ │ ├── endpoints.yaml │ │ │ │ ├── service.yaml │ │ │ │ └── servicemonitor.yaml │ │ │ ├── kube-proxy │ │ │ │ ├── endpoints.yaml │ │ │ │ ├── service.yaml │ │ │ │ └── servicemonitor.yaml │ │ │ ├── kube-scheduler │ │ │ │ ├── endpoints.yaml │ │ │ │ ├── service.yaml │ │ │ │ └── servicemonitor.yaml │ │ │ └── kubelet │ │ │ │ └── servicemonitor.yaml │ │ ├── extra-objects.yaml │ │ ├── grafana │ │ │ ├── configmap-dashboards.yaml │ │ │ ├── configmaps-datasources.yaml │ │ │ └── dashboards-1.14 │ │ │ │ ├── alertmanager-overview.yaml │ │ │ │ ├── apiserver.yaml │ │ │ │ ├── cluster-total.yaml │ │ │ │ ├── controller-manager.yaml │ │ │ │ ├── etcd.yaml │ │ │ │ ├── grafana-overview.yaml │ │ │ │ ├── k8s-coredns.yaml │ │ │ │ ├── k8s-resources-cluster.yaml │ │ │ │ ├── k8s-resources-multicluster.yaml │ │ │ │ ├── k8s-resources-namespace.yaml │ │ │ │ ├── k8s-resources-node.yaml │ │ │ │ ├── k8s-resources-pod.yaml │ │ │ │ ├── k8s-resources-windows-cluster.yaml │ │ │ │ ├── k8s-resources-windows-namespace.yaml │ │ │ │ ├── k8s-resources-windows-pod.yaml │ │ │ │ ├── k8s-resources-workload.yaml │ │ │ │ ├── k8s-resources-workloads-namespace.yaml │ │ │ │ ├── k8s-windows-cluster-rsrc-use.yaml │ │ │ │ ├── k8s-windows-node-rsrc-use.yaml │ │ │ │ ├── kubelet.yaml │ │ │ │ ├── namespace-by-pod.yaml │ │ │ │ ├── namespace-by-workload.yaml │ │ │ │ ├── node-cluster-rsrc-use.yaml │ │ │ │ ├── node-rsrc-use.yaml │ │ │ │ ├── nodes-darwin.yaml │ │ │ │ ├── nodes.yaml │ │ │ │ ├── persistentvolumesusage.yaml │ │ │ │ ├── pod-total.yaml │ │ │ │ ├── prometheus-remote-write.yaml │ │ │ │ ├── prometheus.yaml │ │ │ │ ├── proxy.yaml │ │ │ │ ├── scheduler.yaml │ │ │ │ └── workload-total.yaml │ │ ├── prometheus-operator │ │ │ ├── _prometheus-operator.tpl │ │ │ ├── admission-webhooks │ │ │ │ ├── _prometheus-operator-webhook.tpl │ │ │ │ ├── deployment │ │ │ │ │ ├── deployment.yaml │ │ │ │ │ ├── pdb.yaml │ │ │ │ │ ├── service.yaml │ │ │ │ │ └── serviceaccount.yaml │ │ │ │ ├── job-patch │ │ │ │ │ ├── ciliumnetworkpolicy-createSecret.yaml │ │ │ │ │ ├── ciliumnetworkpolicy-patchWebhook.yaml │ │ │ │ │ ├── clusterrole.yaml │ │ │ │ │ ├── clusterrolebinding.yaml │ │ │ │ │ ├── job-createSecret.yaml │ │ │ │ │ ├── job-patchWebhook.yaml │ │ │ │ │ ├── networkpolicy-createSecret.yaml │ │ │ │ │ ├── networkpolicy-patchWebhook.yaml │ │ │ │ │ ├── psp.yaml │ │ │ │ │ ├── role.yaml │ │ │ │ │ ├── rolebinding.yaml │ │ │ │ │ └── serviceaccount.yaml │ │ │ │ ├── mutatingWebhookConfiguration.yaml │ │ │ │ └── validatingWebhookConfiguration.yaml │ │ │ ├── aggregate-clusterroles.yaml │ │ │ ├── certmanager.yaml │ │ │ ├── ciliumnetworkpolicy.yaml │ │ │ ├── clusterrole.yaml │ │ │ ├── clusterrolebinding.yaml │ │ │ ├── deployment.yaml │ │ │ ├── networkpolicy.yaml │ │ │ ├── psp-clusterrole.yaml │ │ │ ├── psp-clusterrolebinding.yaml │ │ │ ├── psp.yaml │ │ │ ├── service.yaml │ │ │ ├── serviceaccount.yaml │ │ │ ├── servicemonitor.yaml │ │ │ └── verticalpodautoscaler.yaml │ │ ├── prometheus │ │ │ ├── _rules.tpl │ │ │ ├── additionalAlertRelabelConfigs.yaml │ │ │ ├── additionalAlertmanagerConfigs.yaml │ │ │ ├── additionalPrometheusRules.yaml │ │ │ ├── additionalScrapeConfigs.yaml │ │ │ ├── ciliumnetworkpolicy.yaml │ │ │ ├── clusterrole.yaml │ │ │ ├── clusterrolebinding.yaml │ │ │ ├── csi-secret.yaml │ │ │ ├── extrasecret.yaml │ │ │ ├── ingress.yaml │ │ │ ├── ingressThanosSidecar.yaml │ │ │ ├── ingressperreplica.yaml │ │ │ ├── networkpolicy.yaml │ │ │ ├── podDisruptionBudget.yaml │ │ │ ├── podmonitors.yaml │ │ │ ├── prometheus.yaml │ │ │ ├── psp-clusterrole.yaml │ │ │ ├── psp-clusterrolebinding.yaml │ │ │ ├── psp.yaml │ │ │ ├── rules-1.14 │ │ │ │ ├── alertmanager.rules.yaml │ │ │ │ ├── config-reloaders.yaml │ │ │ │ ├── etcd.yaml │ │ │ │ ├── general.rules.yaml │ │ │ │ ├── k8s.rules.container_cpu_usage_seconds_total.yaml │ │ │ │ ├── k8s.rules.container_memory_cache.yaml │ │ │ │ ├── k8s.rules.container_memory_rss.yaml │ │ │ │ ├── k8s.rules.container_memory_swap.yaml │ │ │ │ ├── k8s.rules.container_memory_working_set_bytes.yaml │ │ │ │ ├── k8s.rules.container_resource.yaml │ │ │ │ ├── k8s.rules.pod_owner.yaml │ │ │ │ ├── kube-apiserver-availability.rules.yaml │ │ │ │ ├── kube-apiserver-burnrate.rules.yaml │ │ │ │ ├── kube-apiserver-histogram.rules.yaml │ │ │ │ ├── kube-apiserver-slos.yaml │ │ │ │ ├── kube-prometheus-general.rules.yaml │ │ │ │ ├── kube-prometheus-node-recording.rules.yaml │ │ │ │ ├── kube-scheduler.rules.yaml │ │ │ │ ├── kube-state-metrics.yaml │ │ │ │ ├── kubelet.rules.yaml │ │ │ │ ├── kubernetes-apps.yaml │ │ │ │ ├── kubernetes-resources.yaml │ │ │ │ ├── kubernetes-storage.yaml │ │ │ │ ├── kubernetes-system-apiserver.yaml │ │ │ │ ├── kubernetes-system-controller-manager.yaml │ │ │ │ ├── kubernetes-system-kube-proxy.yaml │ │ │ │ ├── kubernetes-system-kubelet.yaml │ │ │ │ ├── kubernetes-system-scheduler.yaml │ │ │ │ ├── kubernetes-system.yaml │ │ │ │ ├── node-exporter.rules.yaml │ │ │ │ ├── node-exporter.yaml │ │ │ │ ├── node-network.yaml │ │ │ │ ├── node.rules.yaml │ │ │ │ ├── prometheus-operator.yaml │ │ │ │ ├── prometheus.yaml │ │ │ │ ├── windows.node.rules.yaml │ │ │ │ └── windows.pod.rules.yaml │ │ │ ├── secret.yaml │ │ │ ├── service.yaml │ │ │ ├── serviceThanosSidecar.yaml │ │ │ ├── serviceThanosSidecarExternal.yaml │ │ │ ├── serviceaccount.yaml │ │ │ ├── servicemonitor.yaml │ │ │ ├── servicemonitorThanosSidecar.yaml │ │ │ ├── servicemonitors.yaml │ │ │ └── serviceperreplica.yaml │ │ └── thanos-ruler │ │ │ ├── extrasecret.yaml │ │ │ ├── ingress.yaml │ │ │ ├── podDisruptionBudget.yaml │ │ │ ├── ruler.yaml │ │ │ ├── secret.yaml │ │ │ ├── service.yaml │ │ │ ├── serviceaccount.yaml │ │ │ └── servicemonitor.yaml │ │ ├── unittests │ │ └── alertmanager │ │ │ ├── alertmanager_test.yaml │ │ │ └── ingress_test.yaml │ │ └── values.yaml ├── mlflow │ ├── .helmignore │ ├── Chart.yaml │ ├── templates │ │ ├── deployment.yaml │ │ └── service.yaml │ └── values.yaml └── nginx-ingress │ ├── .helmignore │ ├── Chart.yaml │ ├── README.md │ ├── crds │ ├── appprotect.f5.com_aplogconfs.yaml │ ├── appprotect.f5.com_appolicies.yaml │ ├── appprotect.f5.com_apusersigs.yaml │ ├── appprotectdos.f5.com_apdoslogconfs.yaml │ ├── appprotectdos.f5.com_apdospolicy.yaml │ ├── appprotectdos.f5.com_dosprotectedresources.yaml │ ├── externaldns.nginx.org_dnsendpoints.yaml │ ├── k8s.nginx.org_globalconfigurations.yaml │ ├── k8s.nginx.org_policies.yaml │ ├── k8s.nginx.org_transportservers.yaml │ ├── k8s.nginx.org_virtualserverroutes.yaml │ └── k8s.nginx.org_virtualservers.yaml │ ├── templates │ ├── NOTES.txt │ ├── _helpers.tpl │ ├── controller-configmap.yaml │ ├── controller-daemonset.yaml │ ├── controller-deployment.yaml │ ├── controller-globalconfiguration.yaml │ ├── controller-hpa.yaml │ ├── controller-ingress-class.yaml │ ├── controller-leader-election-configmap.yaml │ ├── controller-pdb.yaml │ ├── controller-secret.yaml │ ├── controller-service.yaml │ ├── controller-serviceaccount.yaml │ ├── controller-servicemonitor.yaml │ ├── controller-wildcard-secret.yaml │ └── rbac.yaml │ ├── values-icp.yaml │ ├── values-nsm.yaml │ ├── values-plus.yaml │ ├── values.schema.json │ └── values.yaml ├── images ├── GKEInterface.png ├── JenkinsUI.png ├── MLops_flowchart.png ├── add_webhook.png ├── appAPI_local.png ├── build_jenkins.png ├── cluster_id.png ├── completed_gke_cluster.png ├── creden_jenkins.png ├── credentials.png ├── fastAPI.png ├── fast_api.gif ├── grafana.png ├── instance-for-jenkins.png ├── mlflow.png ├── nginx-ingress.png ├── prometheus.png └── unlock_jenkins.png ├── main.py ├── model_predictor ├── Dockerfile └── docker-compose.yaml ├── models ├── tfidf.pkl └── tfv_regression_model_fold_3.pkl ├── notebooks └── EDA_tweets_disaster.ipynb ├── requirements.txt ├── src ├── config.py ├── kfold.py ├── model_dispatcher.py ├── text_preprocessing.py ├── text_processing_map_config │ ├── acronym.csv │ ├── char_entities.csv │ ├── correct_hastag_username.csv │ ├── expand_contraction.csv │ └── special_characters.csv └── tfv_train.py ├── terraform ├── main.tf ├── output.tf └── variables.tf └── test ├── test_model_correctness.py └── test_text_processing.py /Jenkinsfile: 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