Class VersioningConfig

Namespace

AiDotNet.Deployment.Configuration

Assembly

AiDotNet.dll

Configuration for model versioning - managing multiple versions of the same model.

public class VersioningConfig

Inheritance

object

VersioningConfig

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Remarks

For Beginners: As you improve your AI model over time, you'll have multiple versions. Versioning helps you manage these versions, allowing you to: - Keep track of which version is deployed - Roll back to a previous version if needed - Gradually transition users from old to new versions - Compare performance between versions

Version Format: Follows semantic versioning (e.g., "1.2.3")

• Major version: Breaking changes (1.0.0 → 2.0.0)
• Minor version: New features, backwards compatible (1.0.0 → 1.1.0)
• Patch version: Bug fixes (1.0.0 → 1.0.1)

You can also use "latest" to always get the newest version, or "stable" for the most reliable production version.

Properties

AllowAutoUpgrade

Gets or sets whether to allow automatic version upgrades (default: false).

public bool AllowAutoUpgrade { get; set; }

Property Value

bool

Remarks

For Beginners: If true, requests for "1.x" automatically use the latest 1.x version. False means you must specify exact versions. Recommended to keep false for predictability.

AutoCleanup

Gets or sets whether to automatically clean up old versions when MaxVersionHistory is exceeded (default: true).

public bool AutoCleanup { get; set; }

Property Value

bool

Remarks

For Beginners: When true, old model versions are automatically deleted when you exceed MaxVersionHistory. When false, you must manually delete old versions. Recommended to keep true for automatic disk space management.

DefaultVersion

Gets or sets the default version to use when none is specified (default: "latest").

public string DefaultVersion { get; set; }

Property Value

string

Remarks

For Beginners: When no version is specified, this version will be used. "latest" uses the newest version, or specify a version like "1.2.3" for a specific one.

Enabled

Gets or sets whether versioning is enabled (default: true).

public bool Enabled { get; set; }

Property Value

bool

Remarks

For Beginners: Set to true to enable version management, false to use a single model version. Versioning is recommended for production systems.

MaxVersionHistory

Gets or sets the maximum number of versions to keep in history (default: 5).

public int MaxVersionHistory { get; set; }

Property Value

int

Remarks

For Beginners: How many old versions to keep. Older versions are deleted to save disk space. 5 is usually enough for rollback purposes.

MaxVersionsPerModel

Alias for MaxVersionHistory for more intuitive access.

public int MaxVersionsPerModel { get; set; }

Property Value

int

TrackVersionUsage

Gets or sets whether to track which version is used for each inference (default: true).

public bool TrackVersionUsage { get; set; }

Property Value

bool

Remarks

For Beginners: Records which model version was used for each prediction. Useful for debugging and analytics. Small performance overhead.

VersionMetadata

Gets or sets the version metadata dictionary for storing additional version information.

public Dictionary<string, string> VersionMetadata { get; set; }

Property Value

Dictionary<string, string>

Remarks

For Beginners: Store custom information about each version (release date, description, etc.). Useful for documentation and tracking.