Resolve CRAN Packages

JFrog Artifactory Documentation

Products: JFrog Artifactory
Content Type: User Guide

JFrog Artifactory
Application Search
Supported Search Methods
Search by Keywords
Free-Text Search
Advanced Search Using Filters
Package Search
Build Search
Artifacts Search
Quick Search
Artifact Package Search
Property Search
Checksum Search
Trash Search
Release Bundles Search
Searching for Scanned Resources
Configuring Artifactory
General Settings
Global Replication Blocking
Folder Download Settings
Distribution Settings
Trash Can Settings
Restoring Deleted Repositories
HTTP Settings
Reverse Proxy Settings
Use a Load Balancer in High Availability Setups
Docker Reverse Proxy Settings
Use a Reverse Proxy with Docker Client
Use the Subdomain Reverse Proxy Method
Use Port Bindings as Reverse Proxy Method
Use Direct Access without a Reverse Proxy
Configure a Reverse Proxy to Support mTLS
Configure the Nginx Proxy for Self-hosted Customers
Set up mTLS Verification and Certificate Termination on the Reverse Proxy
Support User Identity Extraction for Request Authorization
Manage Reverse Proxy via REST API
Configure Apache
Apache Requirements with Reverse Proxy Configuration
Set Up an Apache Server using HTTP
Set Up an Apache Server using HTTPS as a Front End
Configure a Custom Base URL in Artifactory for Apache
Configure NGINX
Set Up the NGINX Server using HTTP or HTTPS
Configure a Custom Base URL in Artifactory for NGINX
Import and Export
Repositories Import and Export
Export Repositories
Import Repositories
Import Repository Layout
System Import and Export
System Import and Export for an HA Cluster
System Import and Active Repository Federations
Backups
Complete System Backup
Restoring a System Backup
Maven Indexer
Artifactory Security
Artifactory Security - General Settings
Artifactory Security - Certificates
Add Certificates
Use a Certificate with a Remote Repository
Proxy a Resource that Uses a Self-Signed Certificates
Artifactory Configuration Descriptors
Global Configuration Descriptor
Modify Descriptor Configuration Using the UI
Modify Descriptor Configuration Using the REST API
Bootstrap the Global Configuration
Repository Descriptor Configuration
Security Configuration Descriptor
Modify Security Descriptor Using the UI
Modify Security Descriptor Using the REST API
Bootstrap the Security Configuration
Content Type/MIME Type
MIME Type Attributes
Set Content-Type During Download
Descriptor Related System Properties
Artifactory Configuration XSD
WebStart and Jar Signing
Managing Signing Keys
Generate JAR Signing Keys
Set Your Keystore and Keys
Remove a Key Pair
Configure Virtual Repositories to Sign JARs
RSA Key Pairs
Setting Up RSA Key Pairs
Managing RSA Key Pairs
RSA Key Pair REST API Commands
Release Lifecycle Management
Understanding Release Bundles v2
Types of Release Bundles
Release Bundle v2 Repositories
Release Bundles v2 and Docker Manifests
Release Lifecycle Management Workflow
Release Lifecycle Management Setup
Configure Stages and the Lifecycle
Connect Distribution Edges to the Platform
Create Signing Keys for Release Bundles (v2)
Propagate Signing Keys
Configure Release Bundle Webhooks (optional)
Configure Release Bundle Promotion Webhooks (optional)
Create Release Bundles (v2)
Create a Release Bundle v2 in the Platform UI
Create a Release Bundle v2 from Builds
Create a Release Bundle (v2) from the Builds Table
Create a Release Bundle (v2) from Existing Release Bundles
Create a New Version of an Existing Release Bundle
Create a New Release Bundle from the Same Build
Change the Signing Key
Create a Release Bundle v2 using the REST API
Patch a Release Bundle v2 Version
Perform a Release Bundle v2 Creation Dry Run
Create a Draft Release Bundle v2 Version
Tag a Release Bundle v2 Version
Tag a Release Bundle v2 Version in the Platform UI
Promote a Release Bundle v2 Version
Promote a Release Bundle v2 Version in the Platform UI
Promotion Rollback
Perform Promotion Rollback
Manage Release Bundle v2 Versions
View Release Bundle v2 Version Details
Use the Release Bundle Version Timeline
View the Definition of a Release Bundle v2 Version
View the Contents of a Release Bundle v2 Version
View the Contents of a Release Bundle v2 Version in the Platform UI
Download the Contents of a Release Bundle v2
View the Release Bundle Version Evidence Table
Download All Evidence for a Release Bundle Version
Add Properties to a Release Bundle v2 Version
Scan Release Bundle v2 Versions with Xray
Monitor Release Bundle v2 Versions
Verify Release Bundle v2 Versions
Distribute Release Bundles (v2)
Distribute a Release Bundle v2 Version using the Platform UI
Configure Path Mapping from the Last Promotion
Path Mapping Guidelines for Release Bundles v2
Stop a Distribution Operation in Progress
Distribute a Release Bundle (v2) using REST APIs
Delete a Release Bundle (v2) Version from a Selected Edge Node
Delete a Release Bundle (v2) from Multiple Edge Nodes
Configure Deleted-at-Target Scraping Service
Distribute Release Bundle v2 Versions in an Air Gap Environment
Export Release Bundle v2 Versions in the Platform UI
Delete Release Bundle v2 Export
Download Release Bundle v2 Export Archive
Copy Release Bundle v2 Export Link
Import Release Bundle v2 Versions in the Platform UI
Export and Import Release Bundle v2 Versions using REST APIs
Delete a Release Bundle v2 Version
Release Lifecycle Management in Federated Environments
Known Issues and Limitations
Evidence Management
Evidence Quick Start
Evidence Setup
Create a Key Pair for Evidence
Upload the Public Key to Artifactory
Create Evidence
Create Evidence using the JFrog CLI
Create Evidence using REST APIs
Deploy Evidence Directly Using Your Own DSSE
View Evidence
View the Artifact Evidence Table
View the Package Evidence Table
View the Build Evidence Table
View Release Bundle v2 Evidence
View the Evidence Predicate
Search for Evidence using GraphQL
Understanding Evidence Files
Evidence Predicate
Evidence Payload
Evidence Envelope
Evidence Deployment Workflow
Evidence Deletion Workflow
Evidence Glossary
Repository Management
Repository Management Overview
Quick Repository Setup
Repository Naming Rules and Limitations
Generic Repositories
General Resolution Order
View Repositories
Filter the Repositories List according to Repository Type, Package Type, and Other Criteria
Local Repositories
Configure a Local Repository
Basic Settings for Local Repositories
Advanced Settings for Local Repositories
Additional Local Repository Settings for Specific Package Types
Additional Settings for Alpine Local Repositories
Additional Settings for Cargo Local Repositories
Additional Settings for CocoaPods Local Repositories
Additional Settings for Conan Local Repositories
Additional Settings for Debian Local Repositories
Additional Settings for Docker Local Repositories
Additional Settings for Hex Local Repositories
Additional Settings for Maven/Gradle/Ivy/SBT Local Repositories
Additional Settings for npm Local Repositories
Additional Settings for NuGet Local Repositories
Additional Settings for OCI Local Repositories
Additional Settings for Opkg Local Repositories
Additional Settings for PHP Composer Local Repositories
Additional Settings for RPM Local Repositories
Additional Settings for Terraform Local Repositories
Remote Repositories
Configure a Remote Repository
Basic Settings for Remote Repositories
Remote Credentials for Remote Repositories
Advanced Settings for Remote Repositories
Network Settings for Remote Repositories
Cache Settings for Remote Repositories
Zapping Caches
Select Property Sets
Other Advanced Settings for Remote Repositories
Additional Remote Repository Settings for Specific Package Types
Additional Settings for Bower Remote Repositories
Additional Settings for Cargo Remote Repositories
Additional Settings for CocoaPods Remote Repositories
Additional Settings for Composer Remote Repositories
Additional Settings for Conan Remote Repositories
Additional Settings for Debian Remote Repositories
Additional Settings for Docker Remote Repositories
Additional Settings for Generic Remote Repositories
Additional Settings for Go Remote Repositories
Additional Settings for Helm OCI Remote Repositories
Additional Settings for Hex Remote Repositories
Additional Settings for Legacy Helm Remote Repositories
Additional Settings for Maven/Gradle/Ivy/SBT Remote Repositories
Additional Settings for NuGet Remote Repositories
Additional Settings for Opkg Remote Repositories
Additional Settings for P2 Remote Repositories
Additional Settings for PyPI Remote Repositories
Additional Settings for RPM Remote Repositories
Additional Settings for Swift Remote Repositories
Additional Settings for Terraform Remote Repositories
Additional Settings for VCS Remote Repositories
Browse Remote Repositories
Handling Offline Scenarios
Smart Remote Repositories
Configure a Smart Remote Repository
Create a PyPI Smart Remote Repository
Remote List Browsing
Virtual Repositories
Configure a Virtual Repository
Basic Settings for Virtual Repositories
Select Repositories to Include in a Virtual Repository
Virtual Resolution Order
Additional Virtual Repository Settings for Specific Package Types
Additional Settings for Alpine Virtual Repositories
Additional Settings for Bower Virtual Repositories
Additional Settings for Chef Virtual Repositories
Additional Settings for Conan Virtual Repositories
Additional Settings for Conda Virtual Repositories
Additional Settings for CRAN Virtual Repositories
Additional Settings for Debian Virtual Repositories
Additional Settings for Docker Virtual Repositories
Additional Settings for Go Virtual Repositories
Additional Settings for Maven/Gradle/Ivy/SBT Virtual Repositories
Additional Settings for npm Virtual Repositories
Additional Settings for NuGet Virtual Repositories
Additional Settings for OCI Virtual Repositories
Additional Settings for P2 Virtual Repositories
Federated Repositories
Federated Topology
Artifactory Federation Service
Migrate to the Artifactory Federation Service
Setup Prerequisites for Federated Repositories
Federated Repository Best Practices
Set Up a Federated Repository
Set Up a Federated Repository Using the UI
Set Up a Federated Repository Using the REST API
Convert a Local Repository to a Federated Repository
Convert a Local Repository to a Federated Repository - Platform UI
Convert a Local Repository to a Federated Repository - REST API
Convert a Federated Repository to a Local Repository
Convert a Build-Info Repository to a Federated Repository
Working with Federated Repositories
Working with Federated Artifacts
Pause/Resume Federated Synchronization
Remove Members from the Federation
Federation Recovery and Auto-Healing
Perform Full Sync on Federated Repositories
System Properties for Full Sync File List Queries
Use the Federation Comparison Tool
Configure Federated Repositories for Bulk Mirroring and Parallel Processing
Configure In-Memory Sorting for Full Sync Operations
Geo Synchronized Topology Use Case: Setting a Federated Base URL
Change the Base URL in Federated Repositories
Change the Federated Base URL
Generate New Tokens for Federation Members
After Changing the Base URL
Increase the Predefined Socket Timeout for Larger Repositories
Troubleshoot Federated Member Out-of-Sync Notifications
Monitor Federated Repositories
Monitor Federated Repositories using the Dashboard
View the Status of All Repository Federations
Assign Priority to Federated Repositories
View the Status of a Selected Repository Federation
Monitor Federated Repositories using REST APIs
Monitor Federated Repositories using Open Metrics
Artifactory Federation Service Custom Metrics
Artifactory System Properties for Federated Repository Metrics
Federated Repository Metrics
Federated Repository Metrics in MBeans
Monitor Federated Repositories in the Platform UI
View Federated Repository Status
View Federation Sync Status
Multi-Version Support
Release Bundle Repositories
Create a Release Bundle v1 Repository
Repository Replication
Push Replication
Pull Replication
Limits & Best Practices for Large Include/Exclude Patterns in Replication
Schedule and Configure Replication Using the UI
Configure Push Replication
Add a Push Replication Target
Configure Pull Replication
Replicate with REST API
Replication Properties
Optimize Repository Replication Using Storage Level Synchronization Options
Repository Layouts
Bundled Layouts
Modules and Path Patterns used by Repository Layouts
Using Module Fields to Define Path Patterns
Path Pattern Tokens
Artifact Path Patterns
Descriptor Path Patterns
Configure Repository Layouts
Layout Configuration
Regular Expressions for File and Folder Integration Revision
Repository Layout Configuration
Local Repository Layout Configuration
Remote Repository Layout Configuration
Virtual Repository Layout Configuration
Repository Support for Package Clients
Package Management
Working with Package Management
Set up Package Management in Artifactory
Understanding Artifacts and Packages
Understanding how to Search for Artifacts and Packages
Use Artifactory Set Me Up for Configuring Package Manager Clients
Upload and Download Packages using Artifactory
JFrog User Types
Viewing Packages
Filtering the Packages List
The Package Details User Interface
View Package Details
Select a Package Version or Tag
Multi-Client Install Command
Additional Package Information
Download Packages
Supported Package Types
AI Editor Extension Repositories
Get Started with AI Editor Extensions
Create an AI Editor Extension Repository
Connect your IDE to Artifactory
Install Extensions
Install Extensions with CLI
Limitations of AI Editor Extensions in Artifactory
Alpine Linux Repositories
Get Started with Alpine Linux
Create an Alpine Repository
Connect apk to Artifactory
Verify Index Signature
Deploy Alpine Packages
Resolve Alpine Packages
Upgrade Alpine Packages
Additional Alpine Information
Alpine Artifact Metadata
Alpine Linux Repository Structure
Alpine REST API Support
Alpine Limitations in Artifactory
Ansible Repositories
Get Started with Ansible
Create an Ansible Repository
Connect your Ansible Client to Artifactory
Configure the Ansible Client to work with Collections
Configure Ansible Client to work with Roles
Publish Ansible Collections
Publish Ansible Collections using the ansible.cfg File
Publish Ansible Collections to a Specific Repository (Server Explicit)
Publish Ansible Collections via the UI
Publish Ansible Collections via API
Install Ansible Packages via Collections and Roles
Install Ansible Collections
Install Ansible Collections via the ansible.cfg File
Install Ansible Collections via the CLI (Server Explicit)
Install Ansible Roles
Install Ansible Roles via .netrc File
Install Ansible Roles without the .netrc File using Server Explict
Additional Ansible Actions
Recalculate Index of a Local Ansible Repository
Ansible Limitations in Artifactory
Bazel Modules Repositories
Get Started with Bazel Modules
Create a Bazel Modules Repository
Connect Bazel to Artifactory
Resolve Bazel Modules
Additional Bazel Information
Limitations of Bazel Modules in Artifactory
Bower Repositories
Get Started with Bower
Create a Bower Repository
Connect Bower to Artifactory
Deploy Bower Packages
Resolve Bower Packages
Additional Bower Information
Automatically Rewrite External Dependencies
Bower Repositories Advanced Configuration
Register Bower Packages
Use CLI with Bower Below Version 1.5
Bower Limitations in Artifactory
Cargo Repositories
Get Started with Cargo
Create a Cargo Repository
Connect Cargo to Artifactory
Publish Crates
Publish Crates via API
Install Crates
Additional Cargo Information
Cargo Package Federation Limitation and Workaround
Community Assistance To Support Cargo Virtual Repositories
Index Cargo Repositories
Index Cargo Repositories Using Sparse Indexing
Index Cargo Repositories Using Git Indexing
Re-index a Cargo Repository
Yank Cargo Crates
Cargo Limitations in Artifactory
Chef Repositories
Get Started with Chef
Create a Chef Repository
Deploy Chef Packages
Deploy Chef Package Using the UI
Deploy a Chef Package Using cURL
Resolve Chef Packages
Additional Chef Actions
Work with Artifactory and Chef without Anonymous Access
Use the Knife Command Line
Use the Berkshelf Command Line
CocoaPods Repositories
Get Started with CocoaPods
Create a CocoaPods Repository
Connect CocoaPods to Artifactory
Connect CocoaPods CDN to Artifactory
Connect cocoapods-art to Artifactory
Deploy CocoaPods Packages
Install CocoaPods Packages
Additional CocoaPods Information
Identify Whether a CocoaPods Repository Uses CDN
Watch the CocoaPods Screencast
Work with CocoaPods in Artifactory Without Anonymous Access
CocoaPods Limitations in Artifactory
Conan Repositories
Get Started with Conan
Create a Conan Repository
Connect Conan to Artifactory
Upload Conan Packages
Install Conan Packages
Additional Conan Information
Use Conan V1 (Legacy)
Connect Conan V1 to Artifactory
Upload Conan Packages with Conan V1
Anonymous Access to Conan Repositories
Conan and C/C++ Support in Xray
Scan Conan Packages and Builds
Scan C/C++ Builds
Conan V2 Package Support
Conan Package V1 Backward Compatibility
Conan Revision Indexing
Conan Limitations in Artifactory
Conda Repositories
Get Started with Conda
Create a Conda Repository
Deploy Conda Packages
Deploy Conda Package Using the UI
Deploy a Conda Package Using cURL
Resolve Conda Packages
Additional Conda Actions
Reindex a Conda Repository
Tune Conda Metadata Worker Threads
View Individual Conda Package Information
CRAN Repositories
Get Started with CRAN
Create a CRAN Repository
Deploy CRAN Packages
Deploy a CRAN Package Using the UI
Deploy a Source CRAN Package
Deploy a Binary CRAN Package
Deploy a CRAN Package Using cURL
Resolve CRAN Packages
Resolve CRAN Packages Using the UI
Resolve CRAN Packages Using the R Command Line
Additional CRAN Actions
View Individual CRAN Package Information
Reindex a CRAN Repository
Apply the CRAN Official Specification to Local CRAN Repositories
Debian Repositories
Get Started with Debian
Create a Debian Repository
Connect Debian to Artifactory
Deploy Debian Packages
Deploy Debian Package Using the UI
Deploy a Debian Package Using curl
Resolve Debian Packages
Additional Debian Actions
Local Debian Repositories
Remote Debian Repositories
Virtual Debian Repositories
Configure Authenticated Access to Debian Servers
Work with Debian Snapshots
Create Debian Snapshots
Rules and Guidelines for Debian Snapshots
Resolve Debian Snapshots
Debian Artifact Metadata
Use Debian Metadata Validation
Specify Multiple Debian Layouts
Set the Target Path for Debian
Acquire Debian Packages by Hash
Sign Debian Metadata
Add MD5 Checksum to the Debian Packages File
Use Debian InRelease Metadata Files
Debian REST API Support
Limitations of Debian Repositories in Artifactory
Docker Repositories
Get Started with Docker
Create a Docker Repository
Connect your Docker Client to Artifactory
Docker CLI
Connect Docker CLI to Artifactory
Push Docker Images with Docker CLI
Push Single-Architecture Images with Docker CLI
Push Multi-Architecture Images with Docker CLI
Push Multi-Architecture Docker Images with BuildX
Pull Docker Images with Docker CLI
Podman
Connect Podman to Artifactory
Push Docker Images with Podman
Pull Docker Images with Podman
Additional Docker Information
Docker Repository URL Formats
Test Docker and Artifactory Cloud
Resolve Latest Docker Image
Promote Docker Images
Browse Docker Repositories
Docker Tag Info
Docker Tag Visualization
Docker Labels
List Manifest Content
List Docker Images
Working with Tags in Docker
Deletion and Cleanup of Docker Tags and Repositories
Delete Multi-Architecture Docker Tags
Tag Retention Logic
Use Max Unique Tags
Use Tag Retention
Using Both Max Unique Tags and Tag Retention
How Tag Retention Logic Affects Manifest Lists
Limitations of Tag Retention Logic
Working with Docker Content Trust
Configure Docker Notary and Docker Client
Configure Your Docker Notary Hosts File
Configure the Docker Notary Server
Configure the Docker Client with Docker Content Trust
Test Your Docker Content Trust Setup
Docker Advanced Topics
Use a Self-signed SSL Certificate with Docker
Use Your Own Certificate with Nginx
Set Your Docker Credentials Manually
Authenticate Docker via OAuth
Get Started with Docker and Artifactory Self-Hosted
Get Started with Docker Using a Reverse Proxy
The Subdomain Method for Docker
Nginx for Docker
Apache HTTPD for Docker
Test Your Docker Reverse Proxy Setup
The Repository Path Method for Docker
Configure Artifactory with Repository Path Method
The Ports Method for Docker
Get Started with Docker Without a Reverse Proxy
Configure Your Docker Client Without Reverse Proxy
Test Your Docker Without Reverse Proxy Setup
Use Kubernetes with Artifactory Cloud
Migrate from Docker V1 to Docker V2
Use Docker V1
Get Started with Artifactory and Docker V1
Watch the Docker V1 Screencast
Browse Docker V1 Repositories
Migrate a Docker V1 repository to V2
Docker V1 Deletion and Cleanup
Docker V1 Advanced Topics
Use a Self-signed SSL Certificate for Docker V1
Docker V1 Alternative Proxy Servers
Port Bindings for Docker V1
Docker V1 Repository Path and Domain
Docker Limitations in Artifactory
Git LFS Repositories
Get Started with Git LFS Repositories
Create a Git LFS Repository
Deploy Git LFS Files Using the UI
Resolve Git LFS Packages
Additional Git LFS Actions
Work with Artifactory and Git LFS without Anonymous Access
Use Git LFS Metadata
Use Git LFS Storage,
Git LFS Quick Start Guide
Go Modules
Get Started with Go
Create a Go Repository in Artifactory
Connect your Go Client to Artifactory
Deploy Go Modules to Artifactory
Resolve Go Modules from Artifactory
Additional Go Actions
Set Up Remote Go Repositories
Set Up Go Repositories to Proxy Private Registries
Set Up Go Proxy Mirror Repositories
Proxy GitHub with Go
Generate a Personal Access Token in GitHub Enterprise
Proxy GitHub Enterprise with Go
Proxy GitLab with Go
Proxy Bitbucket Cloud with Go
Proxy Bitbucket Server with Go
Work with GOSUMDB
Advanced Configuration for Virtual Go Repositories
Resolving GitLab Subgroups
Limitations of Go in Artifactory
Hex Repositories
Get Started with Hex
Hex Repository Prerequisites
Generate and Upload RSA Key Pair
Create a Hex Repository
Connect your Mix Client to Artifactory
Deploy Hex Packages
Deploy Hex Packages via the UI
Deploy Hex Packages via API
Resolve Hex Packages
Additional Hex Actions
Download Public Key to Hex Project Folder
Hex Repository Layout and Permission
Hex Supported Commands
Hex Limitations in Artifactory
Hugging Face Repositories
Get Started with Hugging Face
Create a Hugging Face Repository
Connect Hugging Face to Artifactory
Deploy Hugging Face Packages
Resolve Hugging Face Packages
Resolve Hugging Face Models
Resolve Hugging Face Models via API
Resolve Hugging Face Models using Libraries
Resolve Hugging Face Datasets
Resolve Hugging Face Datasets via API
Resolve Hugging Face Datasets using Libraries
Additional Hugging Face Information
Hugging Face Repository Structure (Legacy)
Migrate Legacy Hugging Face Repositories
Resolve Hugging Face Models From Private Repositories
Hugging Face Limitations in Artifactory
JetBrains Plugins Repositories
Get Started with JetBrains Plugins
Create a JetBrains Plugins Repository
Connect JetBrains IDE to Artifactory
Install JetBrains Plugins
Limitations of JetBrains Plugins in Artifactory
Kubernetes Helm Chart Repositories
Helm OCI Repositories
Get Started with Helm OCI
Create a Helm OCI Repository
Connect your Helm OCI Client to Artifactory
Deploy Helm OCI Charts
Deploy Helm OCI Charts via the UI
Push Helm OCI Charts via Client
Pull Helm OCI Chart Using Helm Client
Additional Helm OCI Actions
View Individual Helm OCI Chart Information
Helm OCI Limitations in Artifactory
Helm Repositories
Get Started with Helm
Create a Helm Repository
Connect your Helm Client to Artifactory
Deploy Helm Charts
Deploy Helm Charts via the UI
Deploy Helm Charts via API
Pull Helm Charts Using Helm Client
Additional Helm Actions
Helm Virtual Repository Index Improvements
Namespace Support for Helm Virtual Repositories
Relative URL Support for Helm Repositories
Set Multiple External Dependencies for Helm Using a List of URLs
Helm Charts Partial Re-Indexing
Helm Enforce Layout
Prevent Duplicate Chart Paths
Enforce Chart Name and Version
Activate Helm Enforce Layout
View Individual Helm Chart Information
Helm Limitations in Artifactory
Machine Learning Repositories
Get Started with Machine Learning
Create a Machine Learning Repository
Connect FrogML to Artifactory
File-Based Models
Log File-Based Models
Load File-Based Models
Format-Aware Models
CatBoost
Log CatBoost Models
Load CatBoost Models
Hugging Face
Log Hugging Face Models
Load Hugging Face Models
ONNX
Log ONNX Models
Load ONNX Models
PyTorch
Log PyTorch Models
Load PyTorch Models
scikit-learn
Log scikit-learn Models
Load scikit-learn Models
Additional Machine Learning Information
Get Model Information
Machine Learning Repository Structure
predict.py File Requirements
Machine Learning Limitations in Artifactory
Maven Repositories
Get Started with Maven
Create a Maven Repository
Connect your Maven Client to Artifactory
Deploy Maven Artifacts to Artifactory
Additional Maven Actions
Mirror Any Setup
Configure Maven Authentication
Force Authentication on Virtual Maven Repositories
Force Maven Non-Preemptive Authentication for Local, Remote, and Virtual Repositories
Provision Dynamic Maven Settings for Users
npm Repositories
Get Started with npm
Create an npm Repository
Connect Your npm Client to Artifactory
npm CLI
Connect the npm CLI to Artifactory
Install npm Packages with npm CLI
Publish npm Packages with the npm CLI
pnpm
Connect pnpm to Artifactory
Install npm Packages with pnpm
Publish npm Packages with pnpm
Yarn
Connect Yarn to Artifactory
Install npm Packages with Yarn
Publish npm Packages with Yarn
Additional npm Information
Publish npm Packages via the UI
Automatically Rewrite External npm Dependencies
Install npm Packages using Distribution Tags
npm Scope Packages
Search for npm Packages
Specify the Latest Version of npm Package
Use npm Audit
Use npm Audit Signatures
Identify Whether an npm Local Repository Uses ECDSA Signing
Enable ECDSA Signing in Local Repositories
npm Client Implications for npm Audit Signatures
Known Issues With npm Audit Signatures
Use npm Enforce Path Layout
npm Limitations in Artifactory
NuGet Repositories
Get Started with NuGet
Create a NuGet Repository
Connect Your NuGet Client to Artifactory
NuGet Client
Connect the NuGet Client to Artifactory
Install NuGet Packages
Push NuGet Packages
PowerShell Client
Connect the PowerShell Client to Artifactory
Install NuGet Modules and Scripts with PowerShell
Publish NuGet Packages with PowerShell
Chocolatey Client
Connect the Chocolatey Client to Artifactory
Install NuGet with Chocolatey
Push Chocolatey NuGet Packages
.NET NuGet Client
Connect the .NET NuGet Client to Artifactory
Push .NET NuGet Packages
Restore .NET NuGet Packages
Deploy NuGet Package Using the UI
Advanced Topics – NuGet Packages
Anonymous Access to NuGet Repositories
Artifactory as Your Symbol Server
Allow Anonymous Access to NuGet Repositories
Work in NuGet Without Anonymous Access
Artifactory as Your Symbol Server
Publish NuGet Symbol Packages to Artifactory
Set up a Local Symbol Server Repository
Set up a Remote Symbol Server Repository
Set up a Virtual Symbol Server Repository
Configure the NuGet CLI to Work Opposite Artifactory as the Symbol Server
Debug Symbol Files in Visual Studio
Access NuGet Repositories from Visual Studio
Configure NuGet CLI/ Visual Studio to Work with NuGet v3 API
NuGet API v3 Registry Support
NuGet SemVer 2.0 Package Support
Use the NuGet Command Line
View NuGet Build Information
NVIDIA NIM Repositories
Get Started with NVIDIA NIM
Create an NVIDIA NIM Repository
Connect your NVIDIA NIM Model Client to Artifactory
Resolve NVIDIA NIM Containers
Additional NVIDIA NIM Actions
NVIDIA NIM Repository Layout
Search NVIDIA NIM Containers
List NVIDIA NIM Model versions/tags
NVIDIA NIM Limitations in Artifactory
OCI Repositories
Get Started with OCI
Create an OCI Repository
Connect OCI Clients to Artifactory
Podman
Connect Podman to Artifactory
Push OCI Images with Podman
Pull OCI Images with Podman
BuildX
Connect BuildX to Artifactory
Push OCI Images with BuildX
Pull OCI Images with BuildX
BuildKit/buildctl
Connect BuildKit/buildctl to Artifactory
Push OCI Images with BuildKit/buildctl
Pull OCI Images with BuildKit/buildctl
WASM to OCI
Connect WASM to OCI to Artifactory
Push WASM Files with WASM to OCI
Pull WASM Files with WASM to OCI
ORAS
Connect ORAS to Artifactory
Push OCI Artifacts with ORAS
Pull OCI Artifacts with ORAS
Helm OCI
Connect Helm OCI to Artifactory
Push OCI Charts to Artifactory with Helm
Pull OCI Charts from Artifactory with Helm
Additional OCI Topics
Use Referrers REST API to Discover OCI References
OCI Limitations in Artifactory
Opkg Repositories
Get Started with Opkg
Create an Opkg Repository
Connect opkg to Artifactory
Compile and Install the opkg Client
Configure opkg to Work with Artifactory
Configure Signature Verification
Deploy Opkg Packages
Resolve Opkg Packages
Additional Opkg Information
Deploy an Opkg Package Using the UI
REST API Support for Opkg
Opkg Limitations in Artifactory
P2 Repositories
Get Started with P2
Create a P2 Repository
Connect Eclipse to Artifactory
Connect Tycho Plugins to Artifactory
Additional P2 Information
Allow Anonymous Access for P2
Configure a Remote P2 Repository for GWT
Use Multiple P2 Remote Repositories with the Same Base URL
P2 Limitations in Artifactory
PHP Composer Repositories
Get Started with Composer
Create a Composer Repository
Connect Composer to Artifactory
Deploy Composer Packages
Install Composer Packages
Additional Composer Information
Set Composer Remote Repositories to Work With Drupal 7 and 8 Package Type
Set Composer Remote Repository to Download from git.drupalcode.org
Composer Limitations in Artifactory
pub Repositories
Get Started with pub
Create a pub Repository
Connect pub to Artifactory
Dart CLI
Connect Dart CLI to Artifactory
Deploy Packages with Dart CLI
Resolve Packages with Dart CLI
Flutter CLI
Connect Flutter to Artifactory
Deploy Packages with Flutter CLI
Resolve Packages with Flutter CLI
Additional pub Information
Deploy Dart Packages via UI
Pub Repository Structure
pub SemVer 2.0 Package Support
Re-index a Pub Repository
REST API Support for Pub
pub Limitations in Artifactory
Puppet Repositories
Get Started with Puppet
Create a Puppet Repository
Deploy Puppet Packages
Deploy Your Puppet Modules
Resolve Puppet Packages
Additional puppet Actions
Set Your Puppet Credentials
Use the Puppet Command Line
Use r10k for Puppet
Use Puppet 4.9.1 and Below
Use librarian-puppet
Use Puppet Search
Work with Artifactory and Puppet without Anonymous Access
Clean Up the Local Puppet Cache
REST API Support for Puppet
PyPI Repositories
Get Started with PyPI
Create a PyPI Repository
Connect Your PyPI Client to Artifactory
Poetry Client
Connect the Poetry PyPI Client to Artifactory
Install Python Packages with Poetry
Publish Python Packages with Poetry
Twine Client
Connect the Twine PyPI Client to Artifactory
Publish Python Packages with Twine
Pip Client
Connect the Pip PyPI Client to Artifactory
Install Python Packages with Pip
Install Python Packages with uv
Publish Python Packages with uv
uv Client
Connect the uv Client to Artifactory
Install Python Packages with uv
Publish Python Packages with uv
Advanced Topics – PyPI Packages
Use PyPI Package Naming Tools
Use PyPI Enforce Layout
Use PyPI File Path Name Normalization
Use Both PyPI File Path Naming Normalization and Enforce Layout
Search for PyPI Packages
View Metadata of PyPI Packages
Work with PyPI Remote Repositories with the Custom Registry Suffix
Resolve from Artifactory Using Pip
Specify the PyPI Repository on the Command Line
Use PyPI Credentials
Use a Pip Configuration File
Use a Pip Requirements File
Additional PyPI Publishing Tools
Use PyPI distutils or setuptools
Create the $HOME/.pypirc File
Use .netrc to Upload PyPI Packages
Upload Authenticated PyPI Packages to JFrog Artifactory
Upload PyPI Egg and Wheel Packages
Publish PyPI Packages Manually Using the Web UI or the REST API
RPM Repositories
Get Started with RPM
Create an RPM Repository
Connect your YUM or DNF Client to Artifactory
Deploy RPM Packages
Deploy RPM Packages via the UI
Deploy RPM Packages via API
Install RPM Packages Using Yum
Manage Weak Dependencies in YUM/RPM with Recommends Tags
Enhance RPM Repository Integrity with SHA-256 Checksums
Additional RPM Actions
RPM Local Repositories
RPM Remote Repositories
Generate RPM Metadata for Hosted RPMs
Trigger RPM Metadata Updates
Set Up Yum Authentication
Configure Proxy Server Settings for YUM
Configure SSL Settings for Yum
Enable/Disable RPM Package Settings
Sign RPM Metadata
Manage YUM Groups
Attach a YUM Group to a Repository
Use YUM Group Commands
Set YUM Group Properties
Use Yum Variables
RubyGems Repositories
Get Started with RubyGems Repository
Create a RubyGems Repository
Deploy RubyGems Packages
Deploy RubyGems Package Using the UI
Deploy RubyGems Packages (Pushing Packages)
Resolve RubyGems Packages
Additional RubyGems Actions
Set Up Local RubyGems Repositories
Use Local RubyGems Repositories
Use Remote RubyGems Repositories
Use Virtual RubyGems Repositories
Use the REST API for RubyGems
Retrieve the Latest RubyGems Package Compatible With Your Ruby Versions
Limitations of RubyGems in Artifactory
sbt Repositories
Get Started with sbt
Create an sbt Repository
Connect sbt to Artifactory
Publish sbt Artifacts
Resolve sbt Artifacts
Additional sbt Information
Fork Sample sbt Project
sbt Repository Layouts
Swift Repositories
Get Started with Swift
Create a Swift Repository
Connect Swift to Artifactory
Connect to a Specific Swift Repository
Deploy Swift Packages
Resolve Swift Packages
Additional Swift Information
Re-Index a Swift Repository
Swift Repository Structure
Swift Limitations in Artifactory
Terraform/OpenTofu and Terraform Backend Repositories
Get Started with Terraform Registry and Terraform Backend
Create Terraform/OpenTofu and Terraform Backend Repository
Terraform Registry: Connect your Terraform/OpenTofu Client to Artifactory
Configure your Terraform Client
Configure your OpenTofu Client
Terraform Backend: Connect your Terraform/OpenTofu Client to Artifactory
Configure your Terraform Client
Configure your OpenTofu Client
Deploy Terraform Resources
Deploy Terraform Modules via API
Deploy Terraform Providers via API
Deploy Terraform Resources via the UI
Resolve Terraform Resources
Resolve Terraform Modules
Resolve Terraform Providers
Additional Terraform Actions
Remote Terraform Repository
Manually Generate an Access Token for Terraform
Environment Variable Configuration (Recommended for CI/CD)
Publish Terraform Modules Using the JFrog CLI
Step 1: Create Terraform Repositories
Step 2: Publish Terraform Modules to Artifactory
Calculate a Terraform Repository Metadata
Terraform Limitations in Artifactory
Vagrant Repositories
Get Started with Vagrant
Create a Vagrant Repository
Connect Vagrant to Artifactory
Deploy Vagrant Boxes
Provision Vagrant Boxes
Additional Vagrant Information
Deploy a Vagrant Package Using the JFrog Platform WebUI
Set the Vagrant Target Path
VCS Repositories
Get Started with VCS
Create a VCS Repository
Configure a VCS Repository Layout
Resolve VCS Packages
Additional VCS Actions
Use VCS To Proxy Git Providers
REST API Support for VCS
Access Private VCS Repositories
Artifact Management
JFrog Properties
Use Cases for JFrog Properties
Add Properties to Items
Delete Properties
Create Property Set
Assign Property Sets to a Repository
Using Properties in Deployment and Resolution
Browsing Artifacts
Apply Artifact Filters
Add Repository to Favorites
Use the Native Browser
Remote Browsing
Artifact Information
Manage Items in Trash Can
Using WebDAV
Authenticate davfs2 Clients
Authentication for Windows and other WebDAV clients
Managing Artifacts
Download a Folder
Move and Copy Artifacts
Delete a Single Item
Delete a Version
Deploy Artifacts
Configure Virtual Repositories for Deployment
Deploying Large Files Using Multi-Part Upload
Filtered Resources
Mark an Artifact as a Filtered Resource
Provision Build Tool Settings
Provisioning Example
Artifactory Query Language
AQL Architecture
AQL Supported Domains
AQL Syntax
Using Fields in AQL
AQL Execution
AQL Entities and Fields
Search Criteria Construction
Field Criteria
Properties Criteria
Compounding Criteria
Match Criteria on a Single Property ($msp)
Comparison Operators
Using Wildcards
Date and Time Format in AQL
Relative Time Operators in AQL
Specify Output Fields
Display All Fields
Display Specific Fields
Users Without Admin Privileges
Filtering Properties by Key
Sorting in AQL
Display Limits and Pagination
Using AQL With Remote Repositories
Examples of Searching in Remote Repositories with AQL
Using AQL With Virtual Repositories
Limiting AQL Search Results
JFrog Container Registry
JFrog Container Registry Documentation
Container Registry Functionality
Get Started: JFrog Container Registry
Set Up JFrog Container Registry
Set up JFrog Container Registry Self-hosted Version
Set up JFrog Container Registry Cloud Version
Run the Onboarding Wizard
Get Familiar with Your JFrog Container Registry
Upgrade JFrog Container Registry

There are two ways to resolve CRAN Packages:

Resolve CRAN Packages Using the UI
Resolve CRAN Packages Using the R Command Line

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