repo_id stringclasses 195
values | file_path stringlengths 32 139 | content stringlengths 6 440k | __index_level_0__ int64 0 0 |
|---|---|---|---|
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/add-docs-warning.py | # Copyright (c) ZenML GmbH 2023. 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:
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/check_relative_links.py | #!/usr/bin/env python3
"""Script to verify that relative links in markdown files point to existing files in the repository.
This script scans markdown files for relative links and checks if they resolve to
actual files in the repository structure, without making any HTTP requests.
Usage:
python check_relative_lin... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/redeploy-release-prep-tenant.py | # Copyright (c) ZenML GmbH 2024. 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:
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/test-migrations.sh | #!/bin/bash
DB="sqlite"
DB_STARTUP_DELAY=30 # Time in seconds to wait for the database container to start
export ZENML_ANALYTICS_OPT_IN=false
export ZENML_DEBUG=true
# Use a temporary directory for the config path
export ZENML_CONFIG_PATH=/tmp/upgrade-tests
if [ -z "$1" ]; then
echo "No database argument passed, ... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/verify_flavor_url_valid.py | # Copyright (c) ZenML GmbH 2023. 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:
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/add-docs-warning.sh | #!/bin/bash
set -e
set -x
set -o pipefail
# Define the function to process each version
process_version() {
version=$1
echo "Processing version $version..."
# Checkout and update the release branch
git checkout "release/$version"
git pull origin "release/$version"
# Create a new branc... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/generate-docs.sh | #!/bin/sh -e
set -x
SRC="src/zenml/"
PUSH=""
LATEST=""
ONLY_CHECK=""
msg() {
echo >&2 -e "${1-}"
}
die() {
msg=$1
code=${2-1} # default exit status 1
msg "$msg"
exit "$code"
}
while :; do
case "${1-}" in
-p | --push) PUSH="true";; # push to gh-pages branch
-si | --skip_install) SKIP_INSTALL="true";;... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/check-spelling.sh | #!/bin/sh -e
set -x
export ZENML_DEBUG=1
export ZENML_ANALYTICS_OPT_IN=false
typos .
| 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/test_integration_pairs.py | import os
import tempfile
from concurrent.futures import ThreadPoolExecutor, as_completed
from itertools import combinations
from subprocess import PIPE, run
from typing import Any, Dict, Tuple
from rich import print
from zenml.integrations.registry import integration_registry
def get_integration_requirements(integ... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/check_broken_links.py | # Copyright (c) ZenML GmbH 2025. 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:
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/summarize_docs.py | # Copyright (c) ZenML GmbH 2025. 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:
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/format.sh | #!/usr/bin/env bash
set -x
# Initialize default source directories
default_src="src/zenml tests examples docs/mkdocstrings_helper.py docs/link_checker.py scripts"
# Initialize SRC as an empty string
SRC=""
# Initialize SKIP_YAMLFIX and SKIP_UPGRADE as false
SKIP_YAMLFIX=false
SKIP_UPGRADE=true
# Process arguments
fo... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/docstring.sh | #!/usr/bin/env bash
set -e
set -x
DOCSTRING_SRC=${1:-"src/zenml tests/harness"}
export ZENML_DEBUG=1
export ZENML_ANALYTICS_OPT_IN=false
darglint -v 2 $DOCSTRING_SRC
| 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/serve_api_docs.sh | #!/usr/bin/env bash
set -e
set -x
SRC=${1:-"src/zenml"}
export ZENML_DEBUG=1
export ZENML_ANALYTICS_OPT_IN=false
rm -rf docs/mkdocs/api_docs || true
rm docs/mkdocs/index.md || true
python docs/mkdocstrings_helper.py --path $SRC --output_path docs/mkdocs/
cd docs
mkdocs serve | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/sync-gitbook-release-spaces.py | # Copyright (c) ZenML GmbH 2024. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at:
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/validate-new-version.sh | #!/bin/bash
set -e
set -o pipefail
# Constants
LABEL_BREAKING_CHANGE="breaking-change"
# Check if the planned version is passed as an argument
if [ "$#" -ne 1 ]; then
echo "Usage: $0 <new_planned_version>"
exit 1
fi
# Input: new planned version
PLANNED_VERSION="$1"
# Check if the version fits the SemVer formatt... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/check_broken_links.sh | #!/usr/bin/env bash
# Exit on error
set -e
# Get the directory containing this script
SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
# Default to docs directory if no argument provided
CHECK_DIR="${1:-docs/book}"
# Convert to absolute path if relative path provided
if [[ ! "$CHECK_DIR" = /* ]]; then... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/compare_profiles.py | # Copyright (c) ZenML GmbH 2025. 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:
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applic... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/test-coverage-html.sh | #!/usr/bin/env bash
set -e
set -x
export ZENML_DEBUG=1
export ZENML_ANALYTICS_OPT_IN=false
bash ./scripts/test-coverage-xml.sh
coverage html
| 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/upload_to_huggingface.py | import os
from huggingface_hub import HfApi
HEADER_TEXT = """
Available llms.txt files for ZenML are listed below. You can find them on ZenML's llms.txt HuggingFace dataset: https://huggingface.co/datasets/zenml/llms.txt
1. llms.txt (this one)
Tokens: 120k
This file covers the User Guides and the Getting Started se... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/lint.sh | #!/usr/bin/env bash
set -e
set -x
set -o pipefail
# Default source directories
SRC=${1:-"src/zenml tests examples"}
SRC_NO_TESTS=${1:-"src/zenml tests/harness"}
TESTS_EXAMPLES=${1:-"tests examples"}
export ZENML_DEBUG=1
export ZENML_ANALYTICS_OPT_IN=false
ruff check $SRC_NO_TESTS
# TODO: Fix docstrings in tests and e... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/add-migration-test-version.sh | #!/bin/bash
set -e
set -x
set -o pipefail
# Check if both old and new version arguments are provided
if [ $# -ne 2 ]; then
echo "Error: Incorrect number of arguments. Usage: $0 <old_version> <new_version>"
exit 1
fi
OLD_VERSION=$1
NEW_VERSION=$2
# Fetch the last changes in the alembic history
ALEMBIC_HISTORY... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/install-zenml-dev.sh | #!/bin/sh -e
INTEGRATIONS=no
PIP_ARGS=
parse_args () {
while [ $# -gt 0 ]; do
case $1 in
-i|--integrations)
INTEGRATIONS="$2"
shift # past argument
shift # past value
;;
-s|--system)
PIP_ARGS="--system"... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/profile-cli.sh | #!/bin/bash
# profile-cli.sh - Script to profile ZenML CLI command performance
#
# Usage:
# ./profile-cli.sh [OPTIONS]
#
# Options:
# -n, --num-runs NUMBER Number of runs to average (default: 5)
# -v, --verbose Print detailed timing information
# -o, --output FILE Output results to a JSON fil... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/run-ci-checks.sh | #!/usr/bin/env bash
set -e
set -x
export ZENML_DEBUG=1
export ZENML_ANALYTICS_OPT_IN=false
scripts/lint.sh
scripts/check-spelling.sh
scripts/docstring.sh
| 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/check-alembic-branches.sh | #!/bin/bash
# Run the alembic branches command and capture the output
output=$(alembic branches)
# Check if there's any output
if [[ -n "$output" ]]; then
echo $output
echo "Warning: Diverging Alembic branches detected."
exit 1 # Exit with failure status
else
echo "No diverging Alembic branches detected."
... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/scripts/check-security.sh | #!/usr/bin/env bash
set -e
set -x
set -o pipefail
SRC=${1:-"src/zenml tests examples"}
export ZENML_DEBUG=1
export ZENML_ANALYTICS_OPT_IN=false
bandit -r $SRC -ll \
--exclude examples/llm_finetuning/scripts/prepare_alpaca.py
| 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/docker/base.Dockerfile | ARG PYTHON_VERSION=3.11
ARG ZENML_VERSION=""
ARG ZENML_NIGHTLY="false"
# Use a minimal base image to reduce the attack surface
FROM python:${PYTHON_VERSION}-slim-bookworm AS base
# Update the system packages to latest versions to reduce vulnerabilities, then
# clean up to reduce the image size
#
# NOTE: System packag... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/docker/zenml-dev.Dockerfile | ARG PYTHON_VERSION=3.11
# Use a minimal base image to reduce the attack surface
FROM python:${PYTHON_VERSION}-slim-bookworm AS base
# Update the system packages to latest versions to reduce vulnerabilities, then
# clean up to reduce the image size
#
# NOTE: System packages required for the build stage should be insta... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/docker/zenml-quickstart-dev.Dockerfile | ARG BASE_IMAGE
FROM $BASE_IMAGE AS base
# Set the working directory
WORKDIR /app
ARG ZENML_BRANCH
ARG CLOUD_PROVIDER
# Install the Python requirements
RUN pip install uv
RUN uv pip install "git+https://github.com/zenml-io/zenml.git@$ZENML_BRANCH" notebook pyarrow datasets transformers transformers[torch] torch sen... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/docker/zenml-server-dev.Dockerfile | ARG PYTHON_VERSION=3.11
ARG VIRTUAL_ENV=/opt/venv
ARG USERNAME=zenml
ARG USER_UID=1000
ARG USER_GID=1000
ARG INSTALL_DEBUG_TOOLS=false
# Use a minimal base image to reduce the attack surface
FROM python:${PYTHON_VERSION}-slim-bookworm AS base
# Redeclaring ARGs because Docker is not smart enough to inherit them from ... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/docker/zenml-quickstart.Dockerfile | ARG PYTHON_VERSION=3.11
ARG ZENML_VERSION=latest
FROM zenmldocker/zenml:${ZENML_VERSION}-py${PYTHON_VERSION} as base
# Set the working directory
WORKDIR /app
# Redeclare ARGs
ARG PYTHON_VERSION
ARG ZENML_VERSION
ARG CLOUD_PROVIDER
# Install the Python requirements
RUN pip install uv
RUN uv pip install zenml${ZENML... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/docker/zenml-server-hf-spaces.Dockerfile | FROM zenmldocker/zenml-server:latest
ENV ZENML_ANALYTICS_OPT_IN=true
ENV ZENML_SERVER_DEPLOYMENT_TYPE="hf_spaces"
# fixes iframe / CORS issue for HF deployments
ENV ZENML_SERVER_SECURE_HEADERS_CSP="frame-ancestors *;"
################################################################################
#
# CONFIGURING YO... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/helm/Chart.yaml | apiVersion: v2
name: zenml
version: "0.80.1"
description: Open source MLOps framework for portable production ready ML pipelines
keywords:
- mlops
- zenml
- server
home: https://zenml.io
sources:
- https://github.com/zenml-io/zenml
icon: https://raw.githubusercontent.com/zenml-io/zenml/main/docs/book/.gitbook/assets/ze... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/helm/README.md | # ZenML Helm Chart
## Overview
ZenML is an open-source MLOps framework designed to help you create robust, maintainable, and production-ready machine learning pipelines.
## Features
- Easy deployment of Ze... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/helm/values.yaml | # Default values for zenml.
imagePullSecrets: []
nameOverride: ""
fullnameOverride: ""
# ZenML server related options.
zenml:
replicaCount: 1
# The number of ZenML server worker threads to use. This controls the number
# of concurrent requests that each ZenML server pod/replica can handle at a
# time. If n... | 0 |
cloned_public_repos/zenml | cloned_public_repos/zenml/helm/.helmignore | # Patterns to ignore when building packages.
# This supports shell glob matching, relative path matching, and
# negation (prefixed with !). Only one pattern per line.
.DS_Store
# Common VCS dirs
.git/
.gitignore
.bzr/
.bzrignore
.hg/
.hgignore
.svn/
# Common backup files
*.swp
*.bak
*.tmp
*.orig
*~
# Various IDEs
.proj... | 0 |
cloned_public_repos/zenml/helm | cloned_public_repos/zenml/helm/templates/server-ingress.yaml | {{- if .Values.zenml.ingress.enabled -}}
{{- $fullName := include "zenml.fullname" . -}}
{{- $svcPort := .Values.zenml.service.port -}}
{{- if and .Values.zenml.ingress.className (not (semverCompare ">=1.18-0" .Capabilities.KubeVersion.GitVersion)) }}
{{- if not (hasKey .Values.zenml.ingress.annotations "kubernetes.i... | 0 |
cloned_public_repos/zenml/helm | cloned_public_repos/zenml/helm/templates/_environment.tpl | {{/*
Helpers for environment variables configured in ZenML deployments and secrets store
*/}}
{{/*
ZenML store configuration options (non-secret values).
This template constructs a dictionary that is similar to the python values that
can be configured in the zenml.zen_store.sql_zen_store.SqlZenStoreConfiguration
cla... | 0 |
cloned_public_repos/zenml/helm | cloned_public_repos/zenml/helm/templates/cert-secret.yaml | {{- if and .Values.zenml.ingress.enabled .Values.zenml.ingress.tls.enabled .Values.zenml.ingress.tls.generateCerts -}}
{{- $certSubjectName := .Values.zenml.ingress.host -}}
{{- $prevServerSecret := (lookup "v1" "Secret" .Release.Namespace .Values.zenml.ingress.tls.secretName) -}}
{{- if or .Release.IsInstall (not $p... | 0 |
cloned_public_repos/zenml/helm | cloned_public_repos/zenml/helm/templates/custom-ca-secrets.yaml | {{- range $ca := .Values.zenml.certificates.customCAs }}
{{- range $cm := list (dict "suffix" "") (dict "suffix" "-db-migration" "isDbMigration" true) }}
---
apiVersion: v1
kind: Secret
type: Opaque
metadata:
name: {{ include "zenml.fullname" $ }}-custom-ca-{{ $ca.name }}{{ $cm.suffix }}
labels:
{{- include "ze... | 0 |
cloned_public_repos/zenml/helm | cloned_public_repos/zenml/helm/templates/server-deployment.yaml | apiVersion: apps/v1
kind: Deployment
metadata:
name: {{ include "zenml.fullname" . }}
labels:
{{- include "zenml.labels" . | nindent 4 }}
spec:
{{- if .Values.zenml.database.url }}
{{- if not .Values.autoscaling.enabled }}
replicas: {{ .Values.zenml.replicaCount }}
{{- end }}
{{- else }}
replicas: 1... | 0 |
cloned_public_repos/zenml/helm | cloned_public_repos/zenml/helm/templates/serviceaccount.yaml | {{- if .Values.serviceAccount.create -}}
---
apiVersion: v1
kind: ServiceAccount
metadata:
name: {{ include "zenml.serviceAccountName" . }}
labels:
{{- include "zenml.labels" . | nindent 4 }}
{{- with .Values.serviceAccount.annotations }}
annotations:
{{- toYaml . | nindent 4 }}
{{- end }}
---
apiVers... | 0 |
cloned_public_repos/zenml/helm | cloned_public_repos/zenml/helm/templates/server-service.yaml | apiVersion: v1
kind: Service
metadata:
name: {{ include "zenml.fullname" . }}
labels:
{{- include "zenml.labels" . | nindent 4 }}
spec:
type: {{ .Values.zenml.service.type }}
ports:
- port: {{ .Values.zenml.service.port }}
targetPort: 8080
protocol: TCP
name: http
selector:
{{- i... | 0 |
cloned_public_repos/zenml/helm | cloned_public_repos/zenml/helm/templates/NOTES.txt | {{- if .Values.zenml.pro.enabled }}
The ZenML Pro server API is now active and ready to use at the following URL:
{{ .Values.zenml.serverURL }}
{{- if .Values.zenml.pro.enrollmentKey }}
The following enrollment key has been used to enroll your server in the ZenML Pro control plane:
{{ .Values.zenml.pro.enrollm... | 0 |
cloned_public_repos/zenml/helm | cloned_public_repos/zenml/helm/templates/server-db-pvc.yaml | {{- if and (eq .Values.zenml.database.backupStrategy "dump-file") .Values.zenml.database.backupPVStorageSize }}
{{- $pvc_name := printf "%s-db-backup" (include "zenml.fullname" .) -}}
{{- $pvc := (lookup "v1" "PersistentVolumeClaim" .Release.Namespace $pvc_name) }}
{{- if not $pvc }}
apiVersion: v1
kind: PersistentVolu... | 0 |
cloned_public_repos/zenml/helm | cloned_public_repos/zenml/helm/templates/_helpers.tpl | {{/*
Expand the name of the chart.
*/}}
{{- define "zenml.name" -}}
{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" }}
{{- end }}
{{/*
Create a default fully qualified app name.
We truncate at 63 chars because some Kubernetes name fields are limited to this (by the DNS naming spec).
If release... | 0 |
cloned_public_repos/zenml/helm | cloned_public_repos/zenml/helm/templates/hpa.yaml | {{- if .Values.autoscaling.enabled }}
apiVersion: autoscaling/v2
kind: HorizontalPodAutoscaler
metadata:
name: {{ include "zenml.fullname" . }}
labels:
{{- include "zenml.labels" . | nindent 4 }}
spec:
scaleTargetRef:
apiVersion: apps/v1
kind: Deployment
name: {{ include "zenml.fullname" . }}
mi... | 0 |
cloned_public_repos/zenml/helm | cloned_public_repos/zenml/helm/templates/server-secret.yaml | {{- define "secret.content" -}}
{{- $prevServerSecret := (lookup "v1" "Secret" .Release.Namespace (include "zenml.fullname" .)) -}}
data:
{{- if .Values.zenml.jwtSecretKey }}
ZENML_SERVER_JWT_SECRET_KEY: {{ .Values.zenml.jwtSecretKey | b64enc | quote }}
{{- else if .Values.zenml.auth.jwtSecretKey }}
ZENML_SERVE... | 0 |
cloned_public_repos/zenml/helm | cloned_public_repos/zenml/helm/templates/server-db-job.yaml | {{- if .Values.zenml.database.url }}
apiVersion: batch/v1
kind: Job
metadata:
name: {{ include "zenml.fullname" . }}-db-migration
labels:
{{- include "zenml.labels" . | nindent 4 }}
annotations:
"helm.sh/hook": pre-install,pre-upgrade
"helm.sh/hook-weight": "-1"
"helm.sh/hook-delete-policy": befor... | 0 |
cloned_public_repos/zenml/helm/templates | cloned_public_repos/zenml/helm/templates/tests/test-connection.yaml | apiVersion: v1
kind: Pod
metadata:
name: "{{ include "zenml.fullname" . }}-test-connection"
labels:
{{- include "zenml.labels" . | nindent 4 }}
annotations:
"helm.sh/hook": test
spec:
containers:
- name: wget
image: busybox
command: ['wget']
args: ['{{ include "zenml.fullname" . }}... | 0 |
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