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This commit is contained in:
63
test/s3tables/catalog_spark_lance/README.md
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63
test/s3tables/catalog_spark_lance/README.md
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@@ -0,0 +1,63 @@
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# Spark Lance Integration Test
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Drives the SeaweedFS Lance Namespace with Spark, through the Lance Spark
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connector's DSV2 catalog. The Lance counterpart of `catalog_spark`, which does
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the same for the Iceberg REST catalog.
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## Why Spark
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Spark is the engine most likely to be pointed at a lakehouse, and it reaches the
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catalog over the same Lance Namespace routes as every other client. Between this
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and `catalog_lancedb`, the catalog is exercised by the two clients people
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actually use, rather than only by the protocol's reference implementation.
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## What it does
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`TestSparkLanceNamespace`:
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1. Starts a `weed mini` cluster with S3 and the Lance Namespace enabled.
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2. Creates a table bucket declared `LANCE`.
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3. Runs `spark_lance_ops.py` inside the stock `apache/spark:3.5.1` image, with
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the connector pulled from Maven at submit time.
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Inside Spark:
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| Step | What it proves |
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| --- | --- |
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| `CREATE NAMESPACE` / `SHOW NAMESPACES` | the bucket is the first level of the path, and the catalog is writable |
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| `CREATE TABLE ... USING lance` | the connector declares through the namespace and writes the data itself |
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| `INSERT` / `SELECT count(*)` | a write lands and reads back through the catalog |
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| schema check | the vector column survived the round trip |
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| `WHERE id >= 2` | the filter path, not only a full scan |
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| a second `INSERT` | the commit a store that cannot order commits fails on |
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## Configuration
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The connector's catalog properties. The host names below are placeholders — the
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test passes dynamically allocated `host.docker.internal` ports, and a real
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deployment uses whatever address the gateway answers on:
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```
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spark.sql.catalog.lance org.lance.spark.LanceNamespaceSparkCatalog
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spark.sql.catalog.lance.impl rest
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spark.sql.catalog.lance.uri http://seaweed:9101
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spark.sql.catalog.lance.storage.aws_endpoint http://seaweed:8333
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spark.sql.catalog.lance.storage.allow_http true
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spark.sql.catalog.lance.storage.aws_access_key_id …
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spark.sql.catalog.lance.storage.aws_secret_access_key …
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```
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Anything under `storage.` is handed to lance as object_store options, so those
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are object_store's key names rather than Spark's `s3a` ones. Credentials belong
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there because a gateway without STS vends none — see the note in
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`../catalog_lancedb/README.md`.
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## Running it
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cd test/s3tables/catalog_spark_lance
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(cd ../../../weed && go build .) # the harness runs this binary
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go test -run TestSparkLanceNamespace -v -timeout 40m .
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Skipped without Docker, and in `-short` mode. The first run downloads the Spark
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image and the connector bundle, which is a few hundred megabytes; later runs
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reuse both.
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