-
Notifications
You must be signed in to change notification settings - Fork 6k
[Orleans] Silo Metadata and Placement Filtering #44187
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Open
rkargMsft
wants to merge
28
commits into
dotnet:main
Choose a base branch
from
rkargMsft:placement-and-silo-metadata
base: main
Could not load branches
Branch not found: {{ refName }}
Loading
Could not load tags
Nothing to show
Loading
Are you sure you want to change the base?
Some commits from the old base branch may be removed from the timeline,
and old review comments may become outdated.
Open
Changes from 24 commits
Commits
Show all changes
28 commits
Select commit
Hold shift + click to select a range
22ccbed
[Orleans] Silo Metadata and Placement Filtering
rkargMsft 94b2fb8
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft bbde6f2
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft 475b2c9
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft 2ebff2e
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft f635aa6
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft f3f82cb
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft ebae179
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft 10e4197
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft 8427b82
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft 8908247
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft 30180a8
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft fbb8158
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft fc0b782
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft 7ed4878
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft 2324adc
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft 956ea79
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft e0dd2fe
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft 812352c
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft 5a3dd03
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft 0be5521
reworded explaination
rkargMsft 358a9e2
fixing markdownlint erros for multiple newlines
rkargMsft 7e340f4
Update silo-metadata.md
rkargMsft ea92aed
update orleans toc
rkargMsft 361d68d
Apply suggestions from code review
rkargMsft 884cdc2
Update docs/orleans/grains/grain-placement-filtering.md
rkargMsft b2f907f
Correcting spacing warnings
rkargMsft d74c538
Updating example with required parameterless constructor
rkargMsft File filter
Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
There are no files selected for viewing
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,115 @@ | ||
--- | ||
title: Grain placement filtering | ||
description: Learn about grain placement filtering in Microsoft Orleans. | ||
|
||
ms.date: 01/08/2025 | ||
--- | ||
|
||
# Grain placement filtering | ||
|
||
Glain placement filtering in Orleans allows developers additional control over the placement of grains within a cluster. It works in conjunction with placement strategies, adding an additional layer of filtering to determine candidate silos for grain activation. | ||
|
||
This filterting takes place before candidate silos are passed on to the configured placement method allowing for more flexibility and reuse of the filters. | ||
|
||
For example, the existing `PreferLocal` placement strategy is hard coded to fall back to `Random` placement if the local silo is unable to host the grain type. But by using filters, a `PreferLocalPlacementFilter` could be implemented to filter down to either the local silo or all compatible silos. Then any placement strategy (`Random`, `ResourceOptimizedPlacement`, `ActivationCount`, etc.) could be configured for that grain type. This allows for any set of filters and any placement strategy to be configured for a grain type. | ||
|
||
## How placement filtering works | ||
|
||
Placement filtering operates as an additional step in the grain placement process. After all compatible silos for the grain type are identified, all placement filters configured for that grain type, if any, are applied to allow further refinement of the selection by eliminating silos that do not meet the defined criteria. | ||
|
||
### Ordering | ||
|
||
Filters running in different orders may result in different behavior so explicit ordering is required when two or more filters are defined on a type. This needs to be configured with the `order:` parameter, as the type metadata pulled at runtime may return the attributes on a type in a different order from how they appear in the source code. Ordering must have unique values so an explicit ordering can be determined. | ||
|
||
## Built-in filters | ||
|
||
Orleans provides various built-in filters for you to choose from. However, if you are unable to find one that suits your needs you can always [implement your own](#implement-placement-filters). | ||
|
||
### Silo metadata | ||
|
||
These filters work with [*Silo Metadata*](../host/configuration-guide/silo-metadata.md) to filter candidate silos. | ||
|
||
#### `RequiredMatchSiloMetadata` | ||
|
||
Silo Metadata is used to filter candidate silos to only ones that matches all of the specified metadata keys with the calling silo. If there are no compatible silos that match all of the keys then an empty set of silos will be returned and placement will ultimately fail for the grain. | ||
|
||
#### `PreferredMatchSiloMetadata` | ||
|
||
This filtering will attempt to select only silos that match all of the configured metadata keys with the values of the calling silo. However, instead of returning an empty set if there are not matches as the above Required filtering this will then fall back to partial matches. The first configured metadata key is dropped and a match is made against the remaining keys. This will continue, dropping the initial keys, until a sufficient number of matches are made. If there are not any compatible silos that match *any* of the metadata keys, then all of the candidate silos are returned. | ||
|
||
The `minCandidates` value configures how many candidates must be found to stop the filtering process. This value is used to prevent a single silo or small number of silos from getting quickly overloaded if the match were that small. | ||
|
||
If `minCandidates` were not considered, then there could be a scenario where there are a large number of silos but only one silo that best matches the configured metadata keys. All placements would be concentrated on that one silo despite having many more available that could host activations. The purpose of `minCandidates` is to allow for a balance between preferring only best matches and avoiding hot silos. It is often desirable to not focus activation (or do scheduling in general) on one target. Set it to a value larger than 1 to ensure a minimum candidate set size so that future placement decisions are able to avoid concentrating activations on one or a few hot silos. Note that this config is a minimum value; more candidates could be returned. If you would prefer most specific matching only then set `minCandidates: 1` to always prefer best match. This might be preferable in specific use cases where there is low activation throughput and where there is a great penalty when moving to a less specific match from a more specific one. In general use, the default value of 2 should be used (and not need to be specified in the attribute). | ||
|
||
For example, if filtering on `[PreferredMatchSiloMetadata(["cloud.availability-zone", "cloud.region"], minCandidates:2)]` and there is only one matching silo on both `cloud.availability-zone` and `cloud.region`, then this scenario with `minCandidates: 2` would fail to match on both keys because only one silo matches both metadata keys and that's below the minimum configured size of 2. It would then then fall back to matching only on `cloud.region`. If there were 2 or more silos that match only `cloud.region` then those would get returned. Otherwise, it would fall back to returning all of the candidates. | ||
|
||
## Implement placement filters | ||
|
||
To implement a custom placement filter in Orleans, follow these steps: | ||
|
||
1. **Implementation** | ||
- Create marker Attribute derived from `PlacementFilterAttribute` | ||
- Create Strategy derived from `PlacementFilterStrategy` to manage any configuration values | ||
- Create Director derived from `IPlacementFilterDirector` which contains the filtering logic | ||
- Define the filtering logic in the `Filter` method, which takes a list of candidate silos and returns a filtered list. | ||
|
||
2. **Register the Filter** | ||
- Call `AddPlacementFilter` to register the Strategy and corresponding Director | ||
|
||
3. **Apply the Filter** | ||
- Add the Attribute to a grain class to apply the filter | ||
|
||
Here is an example of a simple custom Placement Filter. It is similar in behavior to using `[PreferLocalPlacement]` without any filter, but this has the advantage of being able to specify any placement method. Whereas `PreferLocalPlacement` falls back to Random placement if the local silo is unable to host a grain, this example has configured `ActivationCountBasedPlacement`. Any other placement could similarly be used with this filter | ||
|
||
```csharp | ||
[AttributeUsage( | ||
AttributeTargets.Class, AllowMultiple = false)] | ||
public class ExamplePreferLocalPlacementFilterAttribute(int order) | ||
: PlacementFilterAttribute( | ||
new ExamplePreferLocalPlacementFilterStrategy(order)); | ||
``` | ||
|
||
```csharp | ||
public class ExamplePreferLocalPlacementFilterStrategy(int order) | ||
: PlacementFilterStrategy(order); | ||
``` | ||
|
||
```csharp | ||
internal class ExamplePreferLocalPlacementFilterDirector( | ||
ILocalSiloDetails localSiloDetails) | ||
: IPlacementFilterDirector | ||
{ | ||
public IEnumerable<SiloAddress> Filter(PlacementFilterStrategy filterStrategy, PlacementTarget target, IEnumerable<SiloAddress> silos) | ||
{ | ||
var siloList = silos.ToList(); | ||
var localSilo = siloList.FirstOrDefault(s => s == localSiloDetails.SiloAddress); | ||
if (localSilo is not null) | ||
{ | ||
return [localSilo]; | ||
} | ||
return siloList; | ||
} | ||
} | ||
``` | ||
|
||
After implementing this filter, it can be registered and applied to grains. | ||
|
||
```csharp | ||
builder.ConfigureServices(services => | ||
{ | ||
services.AddPlacementFilter< | ||
ExamplePreferLocalPlacementFilterStrategy, | ||
ExamplePreferLocalPlacementFilterDirector>(); | ||
|
||
}); | ||
``` | ||
|
||
```csharp | ||
[ExamplePreferLocalPlacementFilter] | ||
[ActivationCountBasedPlacement] | ||
public class MyGrain() : Grain, IMyGrain | ||
{ | ||
// ... | ||
|
||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
} | ||
``` |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,119 @@ | ||
--- | ||
title: Silo metadata | ||
description: Learn about silo metadata in .NET Orleans. | ||
ms.date: 01/08/2025 | ||
--- | ||
|
||
# Silo Metadata | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
Silo Metadata is a new feature in Orleans that allows developers to assign custom metadata to silos within a cluster. This metadata provides a flexible mechanism for annotating silos with descriptive information or specific capabilities. | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
This feature is particularly useful in scenarios where different silos have distinct roles, hardware configurations, or other unique characteristics. For example, silos can be tagged based on their region, compute power, or specialized responsibilities within the system. | ||
|
||
Silo Metadata lays the groundwork for additional Orleans features, such as Placement Filtering. | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
## Key Concepts | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
Silo Metadata introduces a way to attach key-value pairs to silos within an Orleans cluster. This feature allows developers to configure silo-specific characteristics that can be leveraged by Orleans components. | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
Silo Metadata is represented as an **immutable** dictionary of key-value pairs: | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
- **Keys**: Strings that identify the metadata (e.g., `"cloud.region"`, `"compute.reservation.type"`). | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
- **Values**: Strings that describe the corresponding property (e.g., `"us-east1"`, `"spot"`). | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
## Configuration | ||
|
||
Silo Metadata in Orleans can be configured using two methods: via .NET Configuration or directly in code. | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
### **Configuring Silo Metadata via .NET Configuration** | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
Silo Metadata can be defined in the application’s Configuration, such as `appsettings.json`, environment variables, or any other Configuration source. | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
#### Example: `appsettings.json` Configuration | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
```json | ||
{ | ||
"Orleans": { | ||
"Metadata": { | ||
"cloud.region": "us-east1", | ||
"compute.reservation.type": "spot", | ||
"role": "worker" | ||
} | ||
} | ||
} | ||
``` | ||
|
||
The above configuration defines metadata for a silo, tagging it with: | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
- `cloud.region`: `"us-east1"` | ||
- `compute.reservation.type`: `"spot"` | ||
- `role`: `"worker"` | ||
|
||
To apply this configuration, use the following setup in your silo host builder: | ||
|
||
```csharp | ||
var siloBuilder = new SiloHostBuilder() | ||
// Configuration section Orleans:Metadata is used by default | ||
.UseSiloMetadata(); | ||
``` | ||
|
||
Alternatively, an explicit `IConfiguration` or `IConfigurationSection` can be passed in to control where in configuration the metadata is pulled from. | ||
|
||
--- | ||
|
||
### **Configuring Silo Metadata Directly in Code** | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
For scenarios requiring programmatic metadata configuration, developers can add metadata directly in the silo host builder. | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
#### Example: Direct Code Configuration | ||
|
||
```csharp | ||
var siloBuilder = new SiloHostBuilder() | ||
.UseSiloMetadata(new Dictionary<string, string> | ||
{ | ||
{"cloud.region", "us-east1"}, | ||
{"compute.reservation.type", "spot"}, | ||
{"role", "worker"} | ||
}); | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
``` | ||
|
||
This example achieves the same result as the JSON configuration but allows metadata values to be computed or loaded dynamically during silo initialization. | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
--- | ||
|
||
### **Merging Configurations** | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
If both .NET Configuration and direct code configuration are used, the direct configuration overrides any conflicting metadata values from the .NET Configuration. This allows developers to set defaults via configuration files and dynamically adjust specific metadata during runtime. | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
## Usage | ||
|
||
Developers can retrieve metadata through the `ISiloMetadataCache` interface. This interface allows for querying metadata for individual silos across the cluster. Metadata will always be returned from a local cache of metadata that gets updated in the background as cluster membership changes. | ||
|
||
### **Accessing Metadata for a Specific Silo** | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
The `ISiloMetadataCache` provides a method to retrieve the metadata for a specific silo by its unique identifier (`SiloAddress`). The `ISoloMetadataCache` implementation is registered in the `UseSiloMetadata` method and can be injected as a dependency. | ||
|
||
#### Example: Accessing Metadata for a Silo | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
```csharp | ||
var siloMetadata = siloMetadataCache.GetSiloMetadata(siloAddress); | ||
|
||
if (siloMetadata.Metadata.TryGetValue("role", out var role)) | ||
{ | ||
Console.WriteLine($"Silo Role for {siloAddress}: {role}"); | ||
// Execute role-specific logic | ||
} | ||
``` | ||
|
||
In this example: | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
- `GetSiloMetadata(siloAddress)` retrieves the metadata for the specified silo. | ||
- Metadata keys like `"role"` can be used to influence application logic. | ||
|
||
--- | ||
|
||
## Internal Implementation | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
Internally, the `SiloMetadataCache` monitors changes in cluster membership on `MembershipTableManager` and will keep the local cache of metadata in sync with membership changes. Metadata is immutable for a given Silo so it will be retreived once and cached until that Silo leaves the cluster. Cached metadata for clusters that are `Dead` or have left the membership table will be cleared out of the local cache. | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
||
|
||
Each silo hosts an ISystemTarget that provides that silo's metadata. Calls to `SiloMetadataCache : ISiloMetadataCache` then return a result from this local cache. | ||
rkargMsft marked this conversation as resolved.
Show resolved
Hide resolved
|
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Uh oh!
There was an error while loading. Please reload this page.