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Meilisearch Sink

The Wallaby.Sinks.Meilisearch package keeps Meilisearch indexes continuously in sync with your Postgres tables. Upserts are written with a stable primary key (so updates are idempotent) and deletions remove by that same id. The sink also supports purge-then-backfill: a purge deletes all of an index's documents (the index and its settings survive) so the backfill rebuilds it from scratch.

Install

bash
dotnet add package Wallaby.Sinks.Meilisearch

Register

csharp
cdc.AddMeilisearchSink("meili", m =>
{
    m.Host = "http://localhost:7700";
    m.ApiKey = key;            // master or a write key; null for an unsecured instance
    m.DefaultIndex = "search"; // optional fallback when a mapping has no destination
});

Then attach the entities it indexes, using the destination as the index name:

csharp
cdc.AddMeilisearchSink("meili", m => { /* ... */ })
   .WithMappings(sink => sink
       .Map<Product>()
       .ToDestination("products")
       .UsingTransform(/* ... */));

Options

OptionDefaultPurpose
Host(required)Meilisearch base URL.
ApiKeynullMaster/write key; null for unsecured.
DefaultIndexnullIndex used when a routed record has no destination.
PrimaryKeyidDocument key field Wallaby injects into every document.
WaitTimeoutMs60000Max wait per indexing task (every task is awaited before the batch is acked).
WaitIntervalMs50Poll interval while waiting.
MaxRecordsPerBatch500Max records per indexing request; larger batches split into sequential requests, keeping each payload under Meilisearch's body limit.
HttpClientNamenullIHttpClientFactory client name to send through; null uses MeilisearchSink.ClientNameFor(name).
ValidateConfiguredAttributestrueCheck each upsert against its index's configured attributes; a document missing one fails delivery permanently instead of being silently indexed.

HttpClient

The underlying HttpClient is configurable via the IHttpClientFactory's named client. Use MeilisearchSink.ClientNameFor("meili"), or the name you set via HttpClientName:

csharp
builder.Services.AddHttpClient(MeilisearchSink.ClientNameFor("meili"))
    .AddCustomResilienceHandler();

Index configuration

By default Meilisearch auto-creates an index on first write (inferring its primary key). To create and configure an index up front instead, declare it with ConfigureIndex. Declared indexes are created (with the sink's PrimaryKey) and have their settings applied on startup.

csharp
cdc.AddMeilisearchSink("meili", m =>
{
    m.Host = "http://localhost:7700";
    m.ConfigureIndex("products", s =>
    {
        s.SearchableAttributes = ["name", "description"];
        s.FilterableAttributes = ["category", "tenantId"];
        s.SortableAttributes   = ["price"];
    });
});

Settings is Meilisearch's own settings type, so you have full control (ranking rules, stop words, synonyms, faceting, …). Setup is idempotent and re-applied on each leadership acquisition.

Attribute validation

By default (ValidateConfiguredAttributes = true), every upsert routed to a ConfigureIndex-declared index is checked against that index's configured searchable, filterable, and sortable attributes: if the document is missing a key for any of them, delivery fails permanently with a MeilisearchDocumentValidationException (which halts the pipeline), rather than silently indexing a document that has a mismatched configuration. A few details:

  • A key whose value is null counts as present, only an absent key is a failure.
  • The sink's PrimaryKey and Meilisearch's * wildcard are exempt.
  • A dotted attribute (author.name) matches a literal key first, then resolves segment-by-segment the way Meilisearch does: through nested dictionary values and through the elements of an array. Validation only inspects dictionary-shaped values (WallabyDocument, Dictionary<string, object?>); a segment landing on anything else (a POCO, an anonymous type, a scalar) passes unchecked, so only a dictionary provably missing the key ever fails.

Set ValidateConfiguredAttributes = false to opt out and let Meilisearch accept whatever the transform emits.

TIP

Per-tenant indexes from ScopedDestination are not supported at the moment. They're auto-created on first write with the sink's PrimaryKey and use Meilisearch defaults.

If a way to customize this would be useful, open an issue.

How documents are written

  • Your transform's WallabyDocument fields become the Meilisearch document. Wallaby stamps the configured PrimaryKey field with the record's document id (derived from the source primary key, or your KeyedBy(...) rule) - so you don't include it yourself.
  • Document ids are sanitized to Meilisearch's allowed set ([a-zA-Z0-9-_]); composite-key separators are replaced, so composite keys work transparently.
  • A transform that returns null for a key (or omits it) issues a delete for that id.
  • Records are grouped by index; within an index, upserts are applied before deletes (each split into requests of at most MaxRecordsPerBatch records), and distinct indexes are dispatched in parallel.

Delivery semantics

Every indexing task is awaited to completion; a task that finishes Failed/Canceled surfaces as a failure so the batch isn't acked prematurely. Because Meilisearch upserts are by primary key, redelivery after a crash is safe.

Failures are classified for the dispatcher by their Meilisearch error code (from the HTTP response or the failed task):

ErrorOutcome
Transport failures, timeouts, responses without a Meilisearch error codeRetryable - the dispatcher retries with exponential backoff.
Environment-fixable codes: index_not_found, internal, disk/queue pressure, …Retryable. Exception: index_not_found on a delete is swallowed as success — deletes don't auto-create indexes, so a delete-only batch to an index that was never written (e.g. a per-tenant ScopedDestination index that saw a deletion before any upsert) has nothing to remove and would otherwise retry forever.
Deterministic configuration/credential/payload errors: invalid_api_key, missing_authorization_header, payload_too_large, invalid_document_id, missing_document_id, invalid_document_fields, invalid_document_geo_field, invalid_index_uid, invalid_index_primary_key, index_primary_key_already_exists, index_primary_key_multiple_candidates_found, bad_requestPermanent - the pipeline halts (a MeilisearchTaskFailedException carries the failed task's code).
A record with no destination and no DefaultIndex, or a document missing a configured attributePermanent.

Per-tenant indexes

Route each tenant to its own index with ScopedDestination - see multi-tenancy for EF Core or Marten.