Hello, you may find help with 2.13/3 compatability using the new cross version features in sbt 1.5, you can read about them in this
scala-lang.org blog: Scala 3 in sbt 1.5 The Scala Programming Language
As we can see, different MLR environments provide different library versions. Additionally, users often want to upgrade libraries to try new features. This range of versions poses a significant compatibility challenge and requires a comprehensive testing strategy. Testing MLflow only against one specific version (for instance, only the latest version) is insufficient; we need to test MLflow against a range of ML library versions that users commonly leverage. Another challenge is that ML libraries are constantly evolving and releasing new versions which may contain breaking changes that are incompatible with the integrations MLflow provides (for instance, removal of an API that MLflow relies on for model serialization). We want to detect such breaking changes as early as possible, ideally even before they are shipped in a new version release. To address these challenges, we have implemented cross-version testing.
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We implemented cross-version testing using GitHub Actions that trigger automatically each day, as well as when a relevant pull request is filed. A test workflow automatically identifies a matrix of versions to test for each of MLflow's library integrations, creating a separate job for each one. Each of these jobs runs a collection of tests that are relevant to the ML library.
One of the outcomes of cross-version testing is that MLflow can clearly document which ML library versions it supports and warn users when an installed library version is unsupported. For example, the documentation for the mlflow.sklearn.autolog API provides a range of compatible scikit-learn versions:
Now that we have a testing structure, let's run the tests. To start, we created a GitHub Actions workflow that constructs a testing matrix from the configuration file and runs each item in the matrix as a separate job in parallel. An example of the GitHub Actions workflow summary for scikit-learn cross-version testing is shown below. Based on the configuration, we have a minimum version "0.20.3", which is shown at the top. We populate all versions that exist between that minimum version and the maximum version "1.0.2". At the bottom, you can see the addition of one final test: the "dev" version, which represents a prerelease version of scikit-learn installed from the main development branch in scikit-learn/scikit-learn via the command specified in the install_dev field. We'll explain the aim of this prerelease version testing in the "Testing the future" section later.
In cross-version testing, we run daily tests against both publicly available versions and prerelease versions installed from on the main development branch for all dependent libraries that are used by MLflow. This allows us to predict what will happen to MLflow in the future.
Check out this README file for further reading on the implementation of cross-version testing. We hope this blog post will help other open-source projects that provide integrations for many ML libraries.
Historically, protobuf has not documented its cross-version runtimecompatibility guarantees and has been inconsistent about enforcing whatguarantees it provides. Moving forward, we intend to offer the followingguarantees across all languages except C++. These are the default guarantees;however, owners of protobuf code generators and runtimes may explicitly overridethem with more specific guarantees for that language.
Data Pump Exports of the recovery catalog are often used as a way to backup its contents. When planning to use Data Pump Export to make a logical backup of the recovery catalog, see Oracle Database Utilities for details on compatibility issues relating to the use of database exports across versions of Oracle Database.
"The well-settled principle of law as to the effect of a cross version of the occurrence involved in a case, at bail stage, is that mere existence of a cross-version is not a valid ground for holding the case one of further inquiry to grant bail under Section 497(2) CrPC unless it is supported by the material available on record of the case and on tentative assessment of that material, the court either finds it prima facie true or remains unable to determine even tentatively which one of the two versions is prima facie true", a four-page judgment authored by Justice Syed Mansoor Ali Shah said in a bail matter.
A division bench of the apex court led by Justice Shah heard a case where accused Hussain and co-accused had shot one Atiqur Rehman at his place, which hit his head and proved fatal. The accused and co-accused presented a cross-version of the occurrence during the investigation, saying the complainant had abducted Hussain and that they had gone to rescue him. Though the police found the cross-version false, the Lahore High Court had granted the relief of post-arrest bail to the accused.
"If the courts start considering every case involving a cross-version as one of further inquiry without any tentative assessment of the worth of the cross-version, it can encourage an accused to concoct a false or fabricated cross-version so as to bring his case within the ambit of further inquiry and thereby get bail.
"That is why the courts are to make a tentative assessment of the material, if any, available on record of the case in support of the cross-version at bail stage and should not readily accept it as a valid ground to treat the case one of further inquiry under Section 497(2) CrPC"
The court said that the cross-version pleaded in the present case by the accused party (respondent No.2 and his co-accused), when examined in the light of the above principle, is prima facie found not to be true on the basis of the tentative assessment of the material available on record of the case.
"Their version that the complainant party had abducted the accused Hussain is not supported by any cogent material available on record of the case.
"The High Court has erred in law while placing reliance upon the cross-version of the accused party for holding the case against respondent No.2 to be one of further inquiry, without referring to any material available on record of the case supporting it.
"In the present case, while allowing the bail petition of respondent No.2 and making the impugned order the High Court has acted against the above said settled principle of law, and its finding recorded on the basis of an unsubstantiated cross-version is perverse, that is, against the weight of the material available on record of the case"
If your Identity Management (IdM) environment has IdM servers running on both RHEL 8 and RHEL 9, specifically RHEL 9.2 or earlier, an incompatibility due to the upstream implementation of the MS-PAC ticket signature support may cause certain operations to fail. However, in RHEL 9.2.z and RHEL 9.3, the implementation of the dynamic ticket signature enforcement mechanism feature fixes this cross-version incompatibility between RHEL 8 and RHEL 9 IdM servers.
In case of a gradual migration environment, that is a domain with IdM servers running on both RHEL 9 and RHEL 8, an incompatibility due to the upstream implementation of the PAC ticket signature support may cause certain operations to fail. This cross-versions incompatibility has been fixed with the introduction of the dynamic ticket signature enforcement mechanism in the following updates:
However, Workbench doesn't support this out of the box. Its documentation tools seem to be a spin-off from WRI own tools to create version-specific documentation, so it is no wonder creating cross-version compatible docs in Workbench is nearly impossible.
This is a workaround for Point 5 in the question, allowing cross-version documentation to be built that fixes the layout and text problems in version 9 (and 10), while still displaying correctly in versions 6--8.
Using this technique when generating documentation in Mathematica 6 (with the method described in my other answer), along with Teake's techniques of generating the index in Mathematica 9 and writing a cross-version PacletInfo.m, seems to completely solve the cross-version documentation problem.
I couldn't call the "crossVersionReplacements" target from the "main" target, because the "docbuild" target has already loaded the J/Link library, and Ant doesn't want to load it a second time. Probably there's some other way around this, but I just called "crossVersionReplacements" from inside "docbuild", to piggyback on the already-loaded library.
WRI added spacer cells at the beginning and ends of sections in the version 9 documentation, to obtain spacing that disappears when the sections are closed. To get a cross-version version of this, I added spacer cells in the appropriate places that display as very thin cells in pre-version 9 Front Ends.
The simplest way to distribute an extension is to have a singleversion of the code for everyone. However, Mozilla program interfacesmay change when new major versions are released. Interface changeschallenge extension developers trying to maintain a single code basethat installs and works across different Mozilla versions.
Fortunately, JavaScript is very forgiving, so writing code which worksacross interface changes can be straightforward. Behavior differencesmay sometimes be handled by choosing techniques that work inboth versions. Parameter changes can be handled as follows:
Both Windows PowerShell and PowerShell rely on module commands like Find-Module and Install-Module. However, if you need to support modules cross-version, you might need to satisfy a critical requirement. By the way, use Windows PowerShell to run all of these commands unless otherwise directed.
If the only version you see is 1.0.0.1, you need to update the module. The PowerShellGet module is where you get the module commands and in a cross-version world, you need a later version of the module.
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