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f700b5ade768103eab9df28b16b88f3ac8a37f24 | 1,534 | yaml | YAML | deployment/kubernetes/generic/original/admin.yaml | tomix1337/pulsar | c728bd5722bfc385948c109caadfeee43d0cb3b2 | [
"Apache-2.0"
] | 3 | 2016-10-03T19:47:18.000Z | 2017-11-01T21:05:05.000Z | deployment/kubernetes/generic/original/admin.yaml | tomix1337/pulsar | c728bd5722bfc385948c109caadfeee43d0cb3b2 | [
"Apache-2.0"
] | 116 | 2021-08-10T15:25:12.000Z | 2021-08-11T01:05:18.000Z | deployment/kubernetes/generic/original/admin.yaml | wowi42/pulsar | 846e4707987455703def6afdc9bb01bd6cf69d0b | [
"Apache-2.0"
] | 1 | 2019-10-13T19:00:18.000Z | 2019-10-13T19:00:18.000Z | #
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you 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.
#
apiVersion: v1
kind: Pod
metadata:
name: pulsar-admin
spec:
containers:
- name: pulsar-admin
image: apachepulsar/pulsar:latest
command: ["sh", "-c"]
args:
- >
bin/apply-config-from-env.py conf/client.conf &&
bin/apply-config-from-env.py conf/pulsar_env.sh &&
bin/apply-config-from-env.py conf/pulsar_tools_env.sh &&
sleep 10000000000
envFrom:
- configMapRef:
name: broker-config
env:
- name: webServiceUrl
value: "http://broker:8080/"
- name: brokerServiceUrl
value: "pulsar://broker:6650/"
- name: PULSAR_MEM
value: "\"-Xms64m -Xmx128m\""
| 34.088889 | 68 | 0.65515 |
f700b647cc10695a44a1991b49bbbe2f62251325 | 191 | yaml | YAML | .kustomize/base/service.yaml | AriesApp/open-api-doc | 6e1b80c7f19d7422e8e97456631c4c09f868fb24 | [
"Apache-2.0"
] | null | null | null | .kustomize/base/service.yaml | AriesApp/open-api-doc | 6e1b80c7f19d7422e8e97456631c4c09f868fb24 | [
"Apache-2.0"
] | 10 | 2020-05-14T08:51:46.000Z | 2021-06-02T01:53:11.000Z | .kustomize/base/service.yaml | AriesApp/open-api-doc | 6e1b80c7f19d7422e8e97456631c4c09f868fb24 | [
"Apache-2.0"
] | 1 | 2018-09-06T06:17:42.000Z | 2018-09-06T06:17:42.000Z | apiVersion: v1
kind: Service
metadata:
name: open-api-doc
spec:
type: ClusterIP
ports:
- port: 80
targetPort: 80
protocol: TCP
name: http
selector:
app: open-api-doc | 14.692308 | 21 | 0.65445 |
f70166f83a7214a767e18d554295715c5f2cf604 | 181 | yaml | YAML | manifests/base/argocd-metrics-service.yaml | solidnerd/argo-cd | 317d2a8aa8de62e07c9ceff542ae07cc698f2a99 | [
"Apache-2.0"
] | null | null | null | manifests/base/argocd-metrics-service.yaml | solidnerd/argo-cd | 317d2a8aa8de62e07c9ceff542ae07cc698f2a99 | [
"Apache-2.0"
] | null | null | null | manifests/base/argocd-metrics-service.yaml | solidnerd/argo-cd | 317d2a8aa8de62e07c9ceff542ae07cc698f2a99 | [
"Apache-2.0"
] | null | null | null | apiVersion: v1
kind: Service
metadata:
name: argocd-metrics
spec:
ports:
- name: http
protocol: TCP
port: 8082
targetPort: 8082
selector:
app: argocd-server
| 13.923077 | 22 | 0.668508 |
f701c9bdc1a72e6d82f9b9b4d7e925a6cb1ef3b8 | 324 | yaml | YAML | config/rbac/config_viewer_role.yaml | ChrisRx/machine-api | 43a3b6b5d2edad5b4e768602e70452b8ed7a6c97 | [
"Apache-2.0"
] | 7 | 2020-10-15T19:32:45.000Z | 2021-01-13T19:56:18.000Z | config/rbac/config_viewer_role.yaml | ChrisRx/machine-api | 43a3b6b5d2edad5b4e768602e70452b8ed7a6c97 | [
"Apache-2.0"
] | null | null | null | config/rbac/config_viewer_role.yaml | ChrisRx/machine-api | 43a3b6b5d2edad5b4e768602e70452b8ed7a6c97 | [
"Apache-2.0"
] | 1 | 2020-10-21T20:00:55.000Z | 2020-10-21T20:00:55.000Z | # permissions for end users to view configs.
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRole
metadata:
name: config-viewer-role
rules:
- apiGroups:
- machine.crit.sh
resources:
- configs
verbs:
- get
- list
- watch
- apiGroups:
- machine.crit.sh
resources:
- configs/status
verbs:
- get
| 15.428571 | 44 | 0.691358 |
f701e1f94f223baa3727b34fb41e8f256523fe14 | 2,475 | yaml | YAML | .dockworker/deployment/k8s/prod/deployment.yaml | unb-libraries/datasets.lib.unb.ca | 556ea68cee5550eb396569a45b0b4f3a7e4fea17 | [
"MIT"
] | 2 | 2019-03-16T15:08:48.000Z | 2021-03-05T02:06:03.000Z | .dockworker/deployment/k8s/prod/deployment.yaml | unb-libraries/datasets.lib.unb.ca | 556ea68cee5550eb396569a45b0b4f3a7e4fea17 | [
"MIT"
] | null | null | null | .dockworker/deployment/k8s/prod/deployment.yaml | unb-libraries/datasets.lib.unb.ca | 556ea68cee5550eb396569a45b0b4f3a7e4fea17 | [
"MIT"
] | null | null | null | apiVersion: apps/v1
kind: Deployment
metadata:
labels:
app: drupal
appMajor: "8"
instance: datasets.lib.unb.ca
tier: frontend
uri: datasets.lib.unb.ca
vcsOwner: unb-libraries
vcsRepository: datasets.lib.unb.ca
vcsRef: prod
name: datasets-lib-unb-ca
namespace: prod
spec:
selector:
matchLabels:
uri: datasets.lib.unb.ca
replicas: 1
revisionHistoryLimit: 2
minReadySeconds: 30
strategy:
type: RollingUpdate
rollingUpdate:
maxSurge: 1
maxUnavailable: 0
template:
metadata:
labels:
app: drupal
appMajor: "8"
instance: datasets.lib.unb.ca
tier: frontend
uri: datasets.lib.unb.ca
vcsOwner: unb-libraries
vcsRepository: datasets.lib.unb.ca
vcsRef: prod
spec:
nodeSelector:
deployenv: prod
containers:
-
name: datasets-lib-unb-ca
readinessProbe:
httpGet:
path: /health
port: 80
initialDelaySeconds: 30
timeoutSeconds: 3
periodSeconds: 15
livenessProbe:
httpGet:
path: /health
port: 80
initialDelaySeconds: 100
timeoutSeconds: 3
periodSeconds: 15
env:
-
name: DEPLOY_ENV
value: prod
-
name: MYSQL_HOSTNAME
value: drupal-mysql-lib-unb-ca
-
name: MYSQL_PORT
value: "3306"
-
name: MYSQL_ROOT_PASSWORD
valueFrom:
secretKeyRef:
name: mysql
key: root-password
-
name: NR_INSTALL_KEY
valueFrom:
secretKeyRef:
name: newrelic
key: install-key
image: "||DEPLOYMENTIMAGE||"
imagePullPolicy: Always
ports:
-
containerPort: 80
volumeMounts:
-
mountPath: /app/html/sites/default
name: drupal-persistent-storage
priorityClassName: med-priority-services
imagePullSecrets:
-
name: github-container-registry-auth
restartPolicy: Always
volumes:
-
name: drupal-persistent-storage
persistentVolumeClaim:
claimName: datasets-lib-unb-ca
| 25 | 48 | 0.51798 |
f70214cf468dcabb804e2eeaf9b0ebda184a24fd | 1,029 | yaml | YAML | boskos/cluster/metrics-deployment.yaml | jacob-delgado/test-infra | 8289b92190e512792e0a4ee0ef9807934633d5df | [
"Apache-2.0"
] | 61 | 2017-05-26T00:07:10.000Z | 2021-09-23T13:06:42.000Z | boskos/cluster/metrics-deployment.yaml | jacob-delgado/test-infra | 8289b92190e512792e0a4ee0ef9807934633d5df | [
"Apache-2.0"
] | 3,300 | 2017-04-13T19:26:26.000Z | 2022-03-31T22:02:45.000Z | boskos/cluster/metrics-deployment.yaml | jacob-delgado/test-infra | 8289b92190e512792e0a4ee0ef9807934633d5df | [
"Apache-2.0"
] | 171 | 2017-04-13T19:09:05.000Z | 2022-03-28T13:12:20.000Z | apiVersion: apps/v1
kind: Deployment
metadata:
name: boskos-metrics
labels:
app.kubernetes.io/part-of: boskos
app: boskos-metrics
namespace: boskos
spec:
selector:
matchLabels:
app: boskos-metrics
replicas: 1
template:
metadata:
labels:
app: boskos-metrics
namespace: test-pods
spec:
terminationGracePeriodSeconds: 30
containers:
- name: metrics
image: gcr.io/k8s-staging-boskos/metrics:v20200819-984516e
args:
- --resource-type=gke-perf-preset,gcp-perf-test-project,gcp-project,gke-e2e-test
ports:
- containerPort: 8080
protocol: TCP
readinessProbe:
httpGet:
path: /prometheus
port: 8080
periodSeconds: 1
timeoutSeconds: 1
successThreshold: 1
failureThreshold: 10
tolerations:
- key: dedicated
operator: Equal
value: boskos
effect: NoSchedule
nodeSelector:
prod: boskos
| 23.386364 | 88 | 0.601555 |
f7023dd2bd92b0189cf77df8eead090f9bd971ac | 2,172 | yaml | YAML | config/prow/cluster/statusreconciler_deployment.yaml | opdev/test-infra | 945b4b9a796124d0bb773a4634a1abb6818c8b5d | [
"Apache-2.0"
] | null | null | null | config/prow/cluster/statusreconciler_deployment.yaml | opdev/test-infra | 945b4b9a796124d0bb773a4634a1abb6818c8b5d | [
"Apache-2.0"
] | 1 | 2020-12-03T14:02:36.000Z | 2020-12-03T14:02:36.000Z | config/prow/cluster/statusreconciler_deployment.yaml | opdev/test-infra | 945b4b9a796124d0bb773a4634a1abb6818c8b5d | [
"Apache-2.0"
] | null | null | null | # Copyright 2016 The Kubernetes Authors All rights reserved.
#
# 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.
apiVersion: apps/v1
kind: Deployment
metadata:
namespace: default
name: statusreconciler
labels:
app: statusreconciler
spec:
replicas: 1
selector:
matchLabels:
app: statusreconciler
template:
metadata:
labels:
app: statusreconciler
spec:
serviceAccountName: statusreconciler
terminationGracePeriodSeconds: 180
containers:
- name: statusreconciler
image: gcr.io/k8s-prow/status-reconciler:v20210414-378dc3ffc3
imagePullPolicy: Always
args:
- --dry-run=false
- --continue-on-error=true
- --plugin-config=/etc/plugins/plugins.yaml
- --config-path=/etc/config/config.yaml
- --github-token-path=/etc/github/oauth
- --github-endpoint=http://ghproxy
- --github-endpoint=https://api.github.com
- --job-config-path=/etc/job-config
- --denylist=kubernetes/kubernetes
volumeMounts:
- name: oauth
mountPath: /etc/github
readOnly: true
- name: config
mountPath: /etc/config
readOnly: true
- name: job-config
mountPath: /etc/job-config
readOnly: true
- name: plugins
mountPath: /etc/plugins
readOnly: true
volumes:
- name: oauth
secret:
secretName: oauth-token
- name: config
configMap:
name: config
- name: job-config
configMap:
name: job-config
- name: plugins
configMap:
name: plugins
| 29.351351 | 74 | 0.635359 |
f70286692a8bece5c8539affbb34d325920a9517 | 299 | yaml | YAML | docs/examples/csi-driver/azure/storageclass.yaml | rndmh3ro/docs-1 | a85bfc69fb26d08317aad8323a89987ab4349282 | [
"Apache-2.0"
] | null | null | null | docs/examples/csi-driver/azure/storageclass.yaml | rndmh3ro/docs-1 | a85bfc69fb26d08317aad8323a89987ab4349282 | [
"Apache-2.0"
] | null | null | null | docs/examples/csi-driver/azure/storageclass.yaml | rndmh3ro/docs-1 | a85bfc69fb26d08317aad8323a89987ab4349282 | [
"Apache-2.0"
] | null | null | null | kind: StorageClass
apiVersion: storage.k8s.io/v1
metadata:
name: vault-azure-storage
namespace: demo
annotations:
storageclass.kubernetes.io/is-default-class: "false"
provisioner: secrets.csi.kubevault.com
parameters:
ref: demo/vault-app
engine: Azure
role: my-role
path: azure
| 19.933333 | 56 | 0.749164 |
f703135c4b64289da3666bdcd95e0e0a5a0a763b | 206 | yaml | YAML | operators/flux/0.15.3/manifests/notification-controller.serviceaccount.yaml | eemcmullan/community-operators-prod | 781ce347284282f7f37d431df1fd035d7232c47b | [
"Apache-2.0"
] | 449 | 2019-01-08T21:21:22.000Z | 2022-03-30T02:23:33.000Z | operators/flux/0.15.3/manifests/notification-controller.serviceaccount.yaml | eemcmullan/community-operators-prod | 781ce347284282f7f37d431df1fd035d7232c47b | [
"Apache-2.0"
] | 2,828 | 2019-01-09T14:16:10.000Z | 2021-07-30T14:09:52.000Z | operators/flux/0.15.3/manifests/notification-controller.serviceaccount.yaml | eemcmullan/community-operators-prod | 781ce347284282f7f37d431df1fd035d7232c47b | [
"Apache-2.0"
] | 982 | 2019-01-08T22:05:07.000Z | 2022-03-21T21:31:51.000Z | apiVersion: v1
kind: ServiceAccount
metadata:
labels:
app.kubernetes.io/instance: flux-system
app.kubernetes.io/part-of: flux
app.kubernetes.io/version: 0.15.3
name: notification-controller
| 22.888889 | 43 | 0.747573 |
f7032fc77a29772f16a98dd047434962ca7a7050 | 282 | yml | YAML | manifests/service.yml | wz0un/bitnami-docker-wordpress | 9827264f00ae5c07ac9107f0953511be54a50783 | [
"Apache-2.0"
] | null | null | null | manifests/service.yml | wz0un/bitnami-docker-wordpress | 9827264f00ae5c07ac9107f0953511be54a50783 | [
"Apache-2.0"
] | null | null | null | manifests/service.yml | wz0un/bitnami-docker-wordpress | 9827264f00ae5c07ac9107f0953511be54a50783 | [
"Apache-2.0"
] | null | null | null | apiVersion: v1
kind: Service
metadata:
name: "kubwz0un1-cffc"
labels:
app: "kubwz0un1-cffc"
spec:
type: LoadBalancer
ports:
- port: 8080
targetPort: 8080
protocol: TCP
name: http
selector:
app: "kubwz0un1-cffc" | 18.8 | 30 | 0.567376 |
f7033b21dafd356bfc68934d02c6f7027ca4f32c | 304 | yaml | YAML | kubernetes-elasticsearch-cluster/es-svc.yaml | lgolowich/data-explorer-indexers | 87884a657b911eba30614f550f8987139fbc872c | [
"BSD-3-Clause"
] | 4 | 2018-12-18T21:18:35.000Z | 2021-08-23T10:44:31.000Z | kubernetes-elasticsearch-cluster/es-svc.yaml | lgolowich/data-explorer-indexers | 87884a657b911eba30614f550f8987139fbc872c | [
"BSD-3-Clause"
] | 42 | 2018-03-06T20:35:15.000Z | 2020-07-14T23:37:10.000Z | kubernetes-elasticsearch-cluster/es-svc.yaml | lgolowich/data-explorer-indexers | 87884a657b911eba30614f550f8987139fbc872c | [
"BSD-3-Clause"
] | 5 | 2018-10-08T16:42:55.000Z | 2020-03-27T08:06:32.000Z | apiVersion: v1
kind: Service
metadata:
name: elasticsearch
labels:
component: elasticsearch
role: data
annotations:
cloud.google.com/load-balancer-type: "Internal"
spec:
selector:
component: elasticsearch
role: data
ports:
- name: http
port: 9200
type: LoadBalancer
| 16.888889 | 51 | 0.697368 |
f7038bc9be3a4edd7ff4d521d12e45e8cb011898 | 194 | yaml | YAML | configs/openfaas/templates/secrets.yaml | genebean/kubebag | 490013dadafa2b64fcc599d17ce647acfd2814cc | [
"BSD-3-Clause"
] | 11 | 2019-11-13T13:52:10.000Z | 2020-02-14T20:42:24.000Z | configs/openfaas/templates/secrets.yaml | genebean/kubebag | 490013dadafa2b64fcc599d17ce647acfd2814cc | [
"BSD-3-Clause"
] | 1 | 2019-11-13T16:28:21.000Z | 2019-11-13T16:28:21.000Z | configs/openfaas/templates/secrets.yaml | genebean/kubebag | 490013dadafa2b64fcc599d17ce647acfd2814cc | [
"BSD-3-Clause"
] | 1 | 2019-11-13T15:09:37.000Z | 2019-11-13T15:09:37.000Z | apiVersion: v1
kind: Secret
metadata:
name: basic-auth
type: Opaque
stringData:
basic-auth-user: "{{ .Values.basicauth.username }}"
basic-auth-password: "{{ .Values.basicauth.password }}"
| 21.555556 | 57 | 0.716495 |
f70426fc0f5aeee2d85f9c92655473cec7be6104 | 831 | yaml | YAML | tests/stacks/ibm/test_data/expected/~g_v1_service_jupyter-web-app-service.yaml | pathologywatch/manifests | 622a1974ef841406b45bd3ae51ba507cbaf4bf89 | [
"Apache-2.0"
] | 376 | 2019-02-27T01:32:34.000Z | 2022-03-29T14:02:39.000Z | tests/stacks/ibm/test_data/expected/~g_v1_service_jupyter-web-app-service.yaml | pathologywatch/manifests | 622a1974ef841406b45bd3ae51ba507cbaf4bf89 | [
"Apache-2.0"
] | 2,171 | 2019-02-27T17:37:34.000Z | 2022-03-31T18:16:26.000Z | tests/stacks/ibm/test_data/expected/~g_v1_service_jupyter-web-app-service.yaml | pathologywatch/manifests | 622a1974ef841406b45bd3ae51ba507cbaf4bf89 | [
"Apache-2.0"
] | 643 | 2019-02-27T01:49:11.000Z | 2022-03-31T06:31:15.000Z | apiVersion: v1
kind: Service
metadata:
annotations:
getambassador.io/config: |-
---
apiVersion: ambassador/v0
kind: Mapping
name: webapp_mapping
prefix: /jupyter/
service: jupyter-web-app-service.kubeflow
add_request_headers:
x-forwarded-prefix: /jupyter
labels:
app: jupyter-web-app
app.kubernetes.io/component: jupyter-web-app
app.kubernetes.io/name: jupyter-web-app
kustomize.component: jupyter-web-app
run: jupyter-web-app
name: jupyter-web-app-service
namespace: kubeflow
spec:
ports:
- name: http
port: 80
protocol: TCP
targetPort: 5000
selector:
app: jupyter-web-app
app.kubernetes.io/component: jupyter-web-app
app.kubernetes.io/name: jupyter-web-app
kustomize.component: jupyter-web-app
type: ClusterIP
| 24.441176 | 48 | 0.683514 |
f7047c27ff730344f478becf24855e2c30669fd5 | 1,192 | yml | YAML | vcs/kustomize/vcs/overlays/local/vcs/holder/add-profiles.yml | talwinder50/k8s | 542d2918d2e4976a768ab05adfa314c3006c220f | [
"Apache-2.0"
] | null | null | null | vcs/kustomize/vcs/overlays/local/vcs/holder/add-profiles.yml | talwinder50/k8s | 542d2918d2e4976a768ab05adfa314c3006c220f | [
"Apache-2.0"
] | null | null | null | vcs/kustomize/vcs/overlays/local/vcs/holder/add-profiles.yml | talwinder50/k8s | 542d2918d2e4976a768ab05adfa314c3006c220f | [
"Apache-2.0"
] | null | null | null | #
# Copyright SecureKey Technologies Inc. All Rights Reserved.
#
# SPDX-License-Identifier: Apache-2.0
#
---
kind: Job
apiVersion: batch/v1
metadata:
name: holder-vcs-add-profiles
spec:
template:
spec:
volumes:
- name: script
configMap:
name: holder-vcs-add-profiles-script
restartPolicy: Never
initContainers:
- name: wait
image: busybox
imagePullPolicy: IfNotPresent
command: ["sh"]
args: ["-c", "sleep 5"]
- name: healthcheck-ready
image: busybox
imagePullPolicy: IfNotPresent
command: ["/bin/sh"]
args:
- "-c"
- |
while [[ "$(wget -T 5 -S --spider http://${HOLDER_VCS_SERVICE_HOST}/healthcheck 2>&1 | grep '200 OK')" == "" ]];
do echo "waiting for endpoint";
sleep 5;
done;
containers:
- name: holder-vcs-add-profiles
image: "alpine:latest"
imagePullPolicy: IfNotPresent
command: ["/bin/sh"]
args: ["/opt/vcs_holder_configure.sh"]
volumeMounts:
- name: script
mountPath: /opt
| 25.913043 | 126 | 0.533557 |
f7049b190e43ced482be393b83b6227965870981 | 143 | yaml | YAML | built-in-references/Kubernetes/perf/violations/violation654.yaml | sw47/azure-policy | 4a38e4cb4047b5364902653f0defe45f1b21bc61 | [
"MIT"
] | null | null | null | built-in-references/Kubernetes/perf/violations/violation654.yaml | sw47/azure-policy | 4a38e4cb4047b5364902653f0defe45f1b21bc61 | [
"MIT"
] | null | null | null | built-in-references/Kubernetes/perf/violations/violation654.yaml | sw47/azure-policy | 4a38e4cb4047b5364902653f0defe45f1b21bc61 | [
"MIT"
] | null | null | null | apiVersion: v1
kind: Pod
metadata:
name: image-demo-654
spec:
containers:
- name: nginx
image: nginx #ritaacr.azurecr.io/nginx:latest | 17.875 | 49 | 0.72028 |
f704ab4689d5f8a33567ddeddf7639a509ed49ad | 1,078 | yaml | YAML | config/prow/cluster/pipeline_deployment.yaml | ike-ma/test-infra | 624c7344bdb56bd25e119a8b1ccc284939861938 | [
"Apache-2.0"
] | null | null | null | config/prow/cluster/pipeline_deployment.yaml | ike-ma/test-infra | 624c7344bdb56bd25e119a8b1ccc284939861938 | [
"Apache-2.0"
] | null | null | null | config/prow/cluster/pipeline_deployment.yaml | ike-ma/test-infra | 624c7344bdb56bd25e119a8b1ccc284939861938 | [
"Apache-2.0"
] | null | null | null | kind: Deployment
apiVersion: apps/v1
metadata:
name: prow-pipeline
namespace: default
spec:
replicas: 1
strategy:
type: Recreate
selector:
matchLabels:
app: prow-pipeline
template:
metadata:
labels:
app: prow-pipeline
spec:
serviceAccountName: prow-pipeline
containers:
- name: pipeline
image: gcr.io/k8s-prow/pipeline:v20210525-8b942ff77a
args:
- --all-contexts
- --config=/etc/prow-config/config.yaml
env:
# Use KUBECONFIG envvar rather than --kubeconfig flag in order to provide multiple configs to merge.
- name: KUBECONFIG
value: "/etc/kubeconfig/config"
volumeMounts:
- mountPath: /etc/kubeconfig
name: kubeconfig
readOnly: true
- mountPath: /etc/prow-config
name: prow-config
readOnly: true
volumes:
- name: kubeconfig
secret:
defaultMode: 420
secretName: kubeconfig
- name: prow-config
configMap:
name: config
| 24.5 | 108 | 0.595547 |
Dataset Card for The Stack YAML K8s
This dataset is a subset of The Stack dataset data/yaml. The YAML files were parsed and filtered out all valid K8s YAML files which is what this data is about.
The dataset contains 276520 valid K8s YAML files. The dataset was created by running the the-stack-yaml-k8s.ipynb Notebook on K8s using substratus.ai
Source code used to generate dataset: https://github.com/substratusai/the-stack-yaml-k8s
Need some help? Questions? Join our Discord server:
How to use it
from datasets import load_dataset
ds = load_dataset("substratusai/the-stack-yaml-k8s", split="train")
ds[0]["content"]
Original The Stack Dataset Description
- Homepage: https://www.bigcode-project.org/
- Repository: https://github.com/bigcode-project
- Paper: https://arxiv.org/abs/2211.15533
- Leaderboard: N/A
- Point of Contact: [email protected]
Dataset Structure
Data Instances
Each data instance corresponds to one file. The content of the file is in the content
feature, and other features (repository_name
, licenses
, etc.) provide some metadata. Note that a given file can appear in several different repositories that satisfy our safe-license criterion. If that is the case, only the first – in alphabetical order -- of these repositories is shown for simplicity.
Data Fields
content
(string): the content of the file.size
(integer): size of the uncompressed file.lang
(string): the programming language.ext
(string): file extensionavg_line_length
(float): the average line-length of the file.max_line_length
(integer): the maximum line-length of the file.alphanum_fraction
(float): the fraction of characters in the file that are alphabetical or numerical characters.hexsha
(string): unique git hash of filemax_{stars|forks|issues}_repo_path
(string): path to file in repo containing this file with maximum number of{stars|forks|issues}
max_{stars|forks|issues}_repo_name
(string): name of repo containing this file with maximum number of{stars|forks|issues}
max_{stars|forks|issues}_repo_head_hexsha
(string): hexsha of repository headmax_{stars|forks|issues}_repo_licenses
(string): licenses in repositorymax_{stars|forks|issues}_count
(integer): number of{stars|forks|issues}
in repositorymax_{stars|forks|issues}_repo_{stars|forks|issues}_min_datetime
(string): first timestamp of a{stars|forks|issues}
eventmax_{stars|forks|issues}_repo_{stars|forks|issues}_max_datetime
(string): last timestamp of a{stars|forks|issues}
event
Data Splits
The dataset has no splits and all data is loaded as train split by default. If you want to setup a custom train-test split beware that dataset contains a lot of near-duplicates which can cause leakage into the test split.
Dataset Creation
Curation Rationale
One of the challenges faced by researchers working on code LLMs is the lack of openness and transparency around the development of these systems. Most prior works described the high-level data collection process but did not release the training data. It is therefore difficult for other researchers to fully reproduce these models and understand what kind of pre-training data leads to high-performing code LLMs. By releasing an open large-scale code dataset we hope to make training of code LLMs more reproducible.
Source Data
Initial Data Collection and Normalization
220.92M active GitHub repository names were collected from the event archives published between January 1st, 2015 and March 31st, 2022 on GHArchive. Only 137.36M of these repositories were public and accessible on GitHub – others were not accessible as they had been deleted by their owners. 51.76B files were downloaded from the public repositories on GitHub between November 2021 and June 2022. 5.28B files were unique. The uncompressed size of all stored files is 92.36TB.
The list of programming language extensions is taken from this list (also provided in Appendix C of the paper).
Near-deduplication was implemented in the pre-processing pipeline on top of exact deduplication. To find near-duplicates, MinHash with 256 permutations of all documents was computed in linear time. Locality Sensitive Hashing was used to find the clusters of duplicates. Jaccard Similarities were computed inside these clusters to remove any false positives and with a similarity threshold of 0.85. Roughly 40% of permissively licensed files were (near-)duplicates. See section 3 of the paper for further details.
The following are not stored:
- Files that cannot contribute to training code: binary, empty, could not be decoded
- Files larger than 1MB
- The excluded file extensions are listed in Appendix B of the paper.
License detection
Permissive licenses have minimal restrictions on how the software can be copied, modified, and redistributed. The full list of licenses can be found here.
GHArchive contained the license information for approximately 12% of the collected repositories. For the remaining repositories, go-license-detector was run to detect the most likely SPDX license identifier. The detector did not detect a license for ~81% of the repositories, in which case the repository was excluded from the dataset.
A file was included in the safe license dataset if at least one of the repositories containing the file had a permissive license.
Who are the source language producers?
The source (code) language producers are users of GitHub that created unique repository names between January 1st, 2015, and March 31st, 2022.
Personal and Sensitive Information
The released dataset may contain sensitive information such as emails, IP addresses, and API/ssh keys that have previously been published to public repositories on GitHub. Deduplication has helped to reduce the amount of sensitive data that may exist. In the event that the dataset contains personal information, researchers should only use public, non-personal information in support of conducting and publishing their open-access research. Personal information should not be used for spamming purposes, including sending unsolicited emails or selling of personal information. Complaints, removal requests, and "do not contact" requests can be sent to [email protected].
The PII pipeline for this dataset is still a work in progress (see this issue for updates). Researchers that wish to contribute to the anonymization pipeline of the project can apply to join here. Developers with source code in the dataset can request to have it removed here (proof of code contribution is required).
Opting out of The Stack
We are giving developers the ability to have their code removed from the dataset upon request. The process for submitting and enacting removal requests will keep evolving throughout the project as we receive feedback and build up more data governance tools.
You can check if your code is in The Stack with the following "Am I In The Stack?" Space. If you'd like to have your data removed from the dataset follow the instructions on GitHub.
Considerations for Using the Data
Social Impact of Dataset
The Stack is an output of the BigCode Project. BigCode aims to be responsible by design and by default. The project is conducted in the spirit of Open Science, focused on the responsible development of LLMs for code.
With the release of The Stack, we aim to increase access, reproducibility, and transparency of code LLMs in the research community. Work to de-risk and improve on the implementation of ethical best practices of code LLMs is conducted in various BigCode working groups. The Legal, Ethics, and Governance working group has explored topics such as licensing (including copyleft and the intended use of permissively licensed code), attribution of generated code to original code, rights to restrict processing, the inclusion of Personally Identifiable Information (PII), and risks of malicious code, among other topics. This work is ongoing as of October 25th, 2022.
We expect code LLMs to enable people from diverse backgrounds to write higher quality code and develop low-code applications. Mission-critical software could become easier to maintain as professional developers are guided by code-generating systems on how to write more robust and efficient code. While the social impact is intended to be positive, the increased accessibility of code LLMs comes with certain risks such as over-reliance on the generated code and long-term effects on the software development job market.
A broader impact analysis relating to Code LLMs can be found in section 7 of this paper. An in-depth risk assessments for Code LLMs can be found in section 4 of this paper.
Discussion of Biases
The code collected from GitHub does not contain demographic information or proxy information about the demographics. However, it is not without risks, as the comments within the code may contain harmful or offensive language, which could be learned by the models.
Widely adopted programming languages like C and Javascript are overrepresented compared to niche programming languages like Julia and Scala. Some programming languages such as SQL, Batchfile, TypeScript are less likely to be permissively licensed (4% vs the average 10%). This may result in a biased representation of those languages. Permissively licensed files also tend to be longer.
Roughly 40 natural languages are present in docstrings and comments with English being the most prevalent. In python files, it makes up ~96% of the dataset.
For further information on data analysis of the Stack, see this repo.
Other Known Limitations
One of the current limitations of The Stack is that scraped HTML for websites may not be compliant with Web Content Accessibility Guidelines (WCAG). This could have an impact on HTML-generated code that may introduce web accessibility issues.
The training dataset could contain malicious code and/or the model could be used to generate malware or ransomware.
To the best of our knowledge, all files contained in the dataset are licensed with one of the permissive licenses (see list in Licensing information). The accuracy of license attribution is limited by the accuracy of GHArchive and go-license-detector. Any mistakes should be reported to BigCode Project for review and follow-up as needed.
Additional Information
Dataset Curators
- Harm de Vries, ServiceNow Research, [email protected]
- Leandro von Werra, Hugging Face, [email protected]
Licensing Information
The Stack is a collection of source code from repositories with various licenses. Any use of all or part of the code gathered in The Stack must abide by the terms of the original licenses, including attribution clauses when relevant. We facilitate this by providing provenance information for each data point.
The list of SPDX license identifiers included in the dataset can be found here.
Citation Information
@article{Kocetkov2022TheStack,
title={The Stack: 3 TB of permissively licensed source code},
author={Kocetkov, Denis and Li, Raymond and Ben Allal, Loubna and Li, Jia and Mou,Chenghao and Muñoz Ferrandis, Carlos and Jernite, Yacine and Mitchell, Margaret and Hughes, Sean and Wolf, Thomas and Bahdanau, Dzmitry and von Werra, Leandro and de Vries, Harm},
journal={Preprint},
year={2022}
}
Terms of Use for The Stack
The Stack dataset is a collection of source code in over 300 programming languages. We ask that you read and acknowledge the following points before using the dataset:
- The Stack is a collection of source code from repositories with various licenses. Any use of all or part of the code gathered in The Stack must abide by the terms of the original licenses, including attribution clauses when relevant. We facilitate this by providing provenance information for each data point.
- The Stack is regularly updated to enact validated data removal requests. By clicking on "Access repository", you agree to update your own version of The Stack to the most recent usable version specified by the maintainers in the following thread. If you have questions about dataset versions and allowed uses, please also ask them in the dataset’s community discussions. We will also notify users via email when the latest usable version changes.
- To host, share, or otherwise provide access to The Stack dataset, you must include these Terms of Use and require users to agree to it.
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