DatabricksCLI 1.24.0 አውርድ

Notable Changes
- A variable used as the value of a secret is now sensitive: referencing it from any other field, such as a job parameter or a secret's comment, is an error because the value would be used in plain text. Mark other secret-holding variables with sensitive: true to get the same protection. (#7288)
CLI
- Fix databricks auth login and databricks configure overwriting the parent profile's host and token when saving a profile with a dotted name such as team.prod next to an existing [team]. (#7266)
- databricks auth login and databricks auth token now reject the name of an existing profile after "Create a new profile" instead of logging in to that profile. (#7196)
- databricks auth login and databricks auth token now reject a host that is not a URL with a hostname, such as /, ?o=123 or https://, instead of falling back to DATABRICKS_HOST or failing later. An empty host after "Enter a host URL manually" in the login profile picker no longer starts discovery login. (#7195)
- Prompts that validate their input, such as the databricks configure host prompt, no longer open with a red cross before anything is typed. (#7314)
- databricks ssh connect now documents --environment-version for choosing the serverless environment version, starts a separate default-named server for each version, and rejects the flag together with --cluster. Default connection names also include the environment version in their hash, so the default name when --environment-version is not specified changes with this release. Configuration associated with the old connection name (secret scope, SSH keys and known hosts in your local .databricks folder) will no longer be used and can be safely removed. (#7310)
AI Runtime
- Show workspace-supported accelerator types in databricks air run -h config.compute.accelerator_type. (#7275)
- air list now reports No active runs found. for an empty active-only result. (#7276)
- Stop printing a retry notice on every air run --watch; retries are still reported when they happen. (#7270)
Bundles
- Fix bundle plan reporting an update to an app's config.env values on every run, which also redeployed the app on every bundle deploy. The Apps API returns environment variable names only, so value and value_from are no longer compared against the remote deployment. (#7326)
- Add the data_quality_monitors resource for data quality monitors on Unity Catalog schemas and tables (direct engine only). (#7094)
- bundle deploy now asks for confirmation before recreating or deleting a Feature View, and bundle deploy and bundle destroy warn that FeatureSpecs using a Feature View are not checked. (#7164)
- Accept grant privileges values that the SDK enum does not list yet: bundle validate no longer warns (or errors under --strict) on them, and the PyDABs Privilege enum accepts unknown strings instead of raising. The JSON schema and PyDABs still advertise the known values for completion. (#7315)
- Add the materialization_sets resource, which materializes Feature Store Feature Views to offline and online stores. (#7164)
- Detect notebooks with the same rule as the workspace: a .py, .sql, .scala or .r file is a notebook when its first line contains Databricks notebook source, for example after a byte order mark. Previously such a file was tracked as a plain file, so removing it locally left the remote notebook behind. (#7290)
- Add sensitive: true for bundle variables. A variable used as the value of a secret is sensitive by default. bundle validate -o json redacts only sensitive variables instead of every string variable, and a sensitive variable can only be referenced from a sensitive resource field (such as a secret's value) or from another sensitive variable. (#7288)
Dependency Updates
- Bump dependencies with known vulnerabilities. (#7305)
- Bump dependencies with known vulnerabilities. (#7327)
- Update the Go SDK to v0.191.1. (#7277)
- Update the Go SDK to v0.193.0. (#7303)