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Will be granted a limited right and license to redistribute and sublicense JFrog Artifactory Edge to your customers (“Licensee’s End Users”) and/or grant limited access to instances of JFrog Artifactory Edge installed on your network and managed by you, limited to the amount of JFrog Artifactory Edge instances licensed by you from JFrog, as set forth in the applicable Order Form, subject to the following limitations and requirements, as applicable:1. Licensee’s End Users may receive from you a limited, revocable, nontransferable, non-sublicensable, and non-exclusive license to install and make internal use of JFrog Artifactory Edge solely in conjunction with your products or services and subject to the terms of this Agreement, as applicable, and such installation shall be separate from other installation of JFrog’s Artifactory of Licensee’s End Users.2. You may redistribute, sublicense or grant access to each instance of JFrog Artifactory Edge solely to one (1) specific Licensee End User; Licensee’s End User shall be granted rights limited to the download of Licensee Software (as defined below) from its designated JFrog Artifactory Edge (i.e. only download permissions shall be enabled); For the purposes of this Section 4.6, “Licensee Software” shall mean your proprietary commercial software (to remove any doubt, including open source software distributed in connection with the download and deployment required to support the functionality of the Licensee Software).3. Licensee’s End User may not allow any other third-party to access or use such JFrog Artifactory Edge.4. JFrog shall not render Maintenance hereunder to Licensee’s End Users.5. Upon termination or expiration of the applicable Subscription Term, you shall ensure that Licensee’s End User delete JFrog Artifactory Edge from its system and network.6. You shall, at JFrog’s request, during a Subscription Term, provide us with an attestation, signed by a duly authorized officer, confirming the aggregate number of instances of JFrog Artifactory Edge which were sublicensed to Licensee’s End Users. In addition, you shall use best efforts to ensure that Licensee’s End Users comply with the respective license terms, will inform JFrog of any known violation, infringement or breach with respect to JFrog Artifactory Edge and shall cooperate with, and involve us on a case-by-case basis, in pursuit of an action against Licensee’s End Users for breach of the respective access.7. Other than as set forth in this Section 4.6, no other rights may be granted by you to Licensee’s End Users. You represent and warrant that you shall remain liable in accordance with the terms of this Agreement for the access or use of JFrog Artifactory Edge by Licensee’s End Users, and for their acts or omissions in connection therewith.7. To the extent the relevant Subscription Term expires, you may continue to use the latest version of the Software used by you prior to such termination or expiration, under the terms and conditions set forth herein, however, you will not be entitled to receive any Maintenance or to continue your use of the E+ Features.8. We may offer a free trial subscription to the E+ Software (“Trial Version“). The

This separate repository where their contents can not be edited or removed. This ensures consistency of distribution among target instances. Even if the original artifacts are removed from the original repository, they will continue to stay in the release bundle repository, available for distribution. These release bundles are created and managed in JFrog Distribution, and generally distributed from a source Artifactory instance to Artifactory Edge nodes.* Available for Enterprise+ when upgrading to both Artifactory 6.5 and Distribution 1.3.4. Smart Remote RepositoryThis smart remote repository can proxy to a local or remote repository in another instance of Artifactory. This repository acts just like any remote repository and provides additional benefits such as combined reported download stats, synchronized properties, remote repository browsing and source absence detection.Here’s how you can easily configure your smart remote repository:5. Federated RepositoryThis bi-directional federated repository supports seamless synchronization of artifacts and their metadata across different JFrog Platform Deployments. The federation includes federated repositories from different Platform Deployments, creating a datacenter-transparent repository between different remote locations or different instances of the JFrog Platform. The sync process is automatic and transparent to the user, making this type of repository useful for achieving instant artifact and metadata mirroring.* Available with Enterprise and Enterprise+ subscriptionsHere’s how you can easily configure your federated repository:Now that you know about these 5 repositories, get going and try them out!

To share and receive ML artifacts as you work on your models with MLflow. It helps you grab what you need, like dependencies and pre-trained models, while also letting you stash and check out your final model. Everything is kept organized in one reliable place: JFrog Artifactory.Let’s talk about the flow. As shown in the image below, first, the LLM Developer develops the model and fetches dependencies from PyPI and the pre-trained model from Hugging Face. The dependencies are scanned by JFrog Xray, cached in Artifactory, and proxied back to the developer. The developer logs his model and other parameters into MLflow. MLflow uploads all artifacts into the configured repository in Artifactory. When the developer goes to MLflow UI or queries his model via MLflow, MLflow then fetches the artifacts from Artifactory where it was stored in the first place.JFrog and MLflow workflowCaveatsWhen working with this integration, here are some functionalities that can only be configured and accessed from within the JFrog Platform:Creating your MLflow repositories (prerequisite – see step-by-step below)Viewing your security and compliance scan results and alertsCreating and configuring your dependencies, such as Pypi, Docker and HuggingFace proxies. (manual configuration)Alternatively, you may be interested in learning more about the JFrog integration with Qwak bridging ML development, artifact management and security.Governing and Securing Your ML ModelsThe JFrog MLflow plugin facilitates a seamless out-of-the-box integration that maximizes the combined capabilities of JFrog and MLflow. This integration streamlines the process of running experiments and retrieving models and their packages, all conveniently stored in a pre-configured repository on the JFrog Platform.Logged ML model Artifacts in MLflow (Click to expand)Securing your open source dependenciesThe vast majority of projects on ML development tools use open-source models and dependencies and then apply their fine-tuning to the pre-trained models. According to our latest JFrog Security Research

Artifactory requires a certificate to run. From the main menu, select Resources > Certificates. In the resulting page, supply the Private Key and Certificate, and assign the Name as artifactory-ha-tls.When complete, click Save.Step 4: Add a ConfigMapArtifactory will require a ConfigMap for general configuration information needed by its load balancer.The following example ConfigMap should be used for a standard setup:## add HA entries when ha is configure.upstream artifactory { server artifactory-ha-artifactory-ha-primary:8081; server artifactory-ha:8081;}## add ssl entries when https has been set in configssl_certificate /var/opt/jfrog/nginx/ssl/tls.crt;ssl_certificate_key /var/opt/jfrog/nginx/ssl/tls.key;ssl_session_cache shared:SSL:1m;ssl_prefer_server_ciphers on;## server configurationserver { listen 443 ssl; listen 80 ; server_name ~(?.+)\.jfrog.team jfrog.team; if ($http_x_forwarded_proto = '') { set $http_x_forwarded_proto $scheme; } ## Application specific logs ## access_log /var/log/nginx/jfrog.team-access.log timing; ## error_log /var/log/nginx/jfrog.team-error.log; rewrite ^/$ /artifactory/webapp/ redirect; rewrite ^/artifactory/?(/webapp)?$ /artifactory/webapp/ redirect; rewrite ^/(v1|v2)/(.*) /artifactory/api/docker/$repo/$1/$2; chunked_transfer_encoding on; client_max_body_size 0; location /artifactory/ { proxy_read_timeout 2400s; proxy_pass_header Server; proxy_cookie_path ~*^/.* /; if ( $request_uri ~ ^/artifactory/(.*)$ ) { proxy_pass } proxy_pass proxy_next_upstream http_503 non_idempotent; proxy_set_header X-Artifactory-Override-Base-Url $http_x_forwarded_proto://$host:$server_port/artifactory; proxy_set_header X-Forwarded-Port $server_port; proxy_set_header X-Forwarded-Proto $http_x_forwarded_proto; proxy_set_header Host $http_host; proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for; }}From the main menu, select Resources > Config Maps, then click Add Config Map.In the Name field, enter art-nginx-confIn the Namespace field, enter the name of the created namespace.In the Key field, enter artifactory-ha.confCopy the example ConfigMap and paste it into the Value field.Click SaveThe ConfigMap will be used when Artifactory is installed.Step 5: Install ArtifactoryOnce you have a cluster, project, and namespace that Artifactory can run in, you can install it easily through Rancher’s catalog of applications.

In the Rancher UI, click on Catalog Apps, then click the Launch button.In the catalog, find the JFrog artifactory-ha template marked “Partner”Click View DetailsScroll down to set the Configuration Options. Set the name, enable persistent storage, and set the persistent volume size to a value large enough to accommodate your expected needs.Container Images to use the Default Image, and the Services and Load Balancing settings to use the NGINX server, assign the artifactory-ha-tls secret and the art-nginx-conf ConfigMap that were created in the prior steps.Set the Database Settings to enable and configure PostgreSQL.Click Launch to perform the installation.The installation will likely take several minutes to complete. When finished, it will present the JFrog artifactory-ha app as Active.The URL for the Artifactory HA installation is presented as a hotlink (for example, 443/tcp, 80/tcp). Click on the link to access the Artifactory HA application.Give it a tryRancher and Artifactory both bring many pieces that would be challenging to manage independently into a single system, bringing control and visibility to the process. Together, they help enforce uniform policies, promotion flow, and more under a set of universal managers, quelling the risk of disorder.Rancher’s integration of Artifactory through its catalog makes it especially easy to deploy and manage a hybrid Kubernetes Registry across all of the clusters you need across your organization.If you’re already a Rancher user, you can install Artifactory immediately through the catalog of applications.If you are new to Artifactory, you can request a set of three Artifactory Enterprise licenses for a

Note: This blog post was recently updated on June 16, 2021.Among the many different types of binary repositories managed within JFrog Artifactory as an artifact repository, there are 5 very useful repositories that you may have not noticed. Just like all repositories in Artifactory, these also store your binaries with all the added benefits of Artifactory, but serve a bit differently in their usage. Here’s a glimpse into these repositories and how they can enhance your JFrog experience.1. Generic RepositoriesThis type of repository has no particular type and can be used to upload packages in any format. Generic repositories do not maintain separate package indexes, because they are not specific to any package type. They are useful when you want to proxy unsupported package types, store installers, navigation files, audio files, etc.2. Build Info RepositoryThis default artifactory-build-info repository was introduced in Artifactory version 6.6 and replaced the old mechanism to store ‘build-info’ files as blobs in the Artifactory database. This artifactory-build-info repository stores all build info files uploaded to Artifactory by the different CI server plugins, including: the Artifactory Jenkins Plugin, JFrog CLI, and directly through the Build Upload REST API or Artifactory UI. Build information is available using the REST API and the Builds page in the Artifactory UI.This new repository introduced a new set of user/group permissions that define access to the ‘build-info’ files. These are equivalent to managing permissions on repositories with include/exclude patterns on ‘build-info’ JSON paths, in the ‘build-info’ repository. Permissions can be automated using the “Create or Replace Permission Target” REST API call, which now consumes the V2 JSON with a new section for ‘build-info’ permissions.For example, the following cURL and build-info-permission.json define a new permission target called “java-developers”, for a build called “test-maven”:cURL commandcurl -uadmin:password -XPUT " -H "Content-type: application/json" -T build-info-permission.jsonbuild-info-permission.json{ "name": "java-developers", "repo": { "include-patterns": ["**"] (default), "exclude-patterns": [""] (default), "repositories": ["generic-local"], "actions": { "users" : { "test1": ["read","write","manage"], "test2" : ["write","annotate", "read"] }, "groups" : { "group1" : ["manage","read","annotate"], "readers" : ["read"] } } }, "build": { "include-patterns": ["test-maven/**"] (default), "exclude-patterns": [""] (default), "repositories": ["artifactory-build-info"] (default, can't be changed), "actions": { "users" : { "test1": ["read","manage"], "test2" : ["write"] }, "groups" : { "group1" : ["manage","read","write","annotate","delete"], "readers" : ["read"] } } }}Note: When upgrading Artifactory to version 6.6 and above, a migration process will start to move all the ‘build-info’ files from the database to the new ‘artifactory-build-info’ repository. You can control the migration process through the use of a few system properties that can be added to the ‘artifactory.system.properties’ file located in $ARTIFACTORY_HOME/etc.Additional enhancements include:Improved accessibility to the ‘build-info’ JSON files and overall performance of the Builds module.‘build-info’ replication to other instances, since they are stored as artifacts in a repository(Available using REST API only. Configuring replication for this repository through the UI will be added in future releases).3. Release Bundles RepositoryThis immutable release-bundles repository will protect your artifacts as part of the Enterprise+ distribution flow. Artifacts that have been created and signed are automatically copied and saved into