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This commit is contained in:
106
test/s3tables/catalog/test_lance_namespace.py
Executable file
106
test/s3tables/catalog/test_lance_namespace.py
Executable file
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#!/usr/bin/env python3
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"""Drive the SeaweedFS Lance Namespace with the real Lance client.
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The catalog half can be checked with plain HTTP, and the Go integration tests
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do. What only a real client proves is that the location and storage_options it
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hands back are enough to write and read a dataset: the layout guard on the S3
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door, the endpoint and allow_http options, and the credentials all have to be
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right at once, and a hand-built request checks none of that.
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"""
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import argparse
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import sys
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import warnings
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warnings.filterwarnings("ignore")
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import lance
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import lance_namespace as ln
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import pyarrow as pa
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def sample_table():
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return pa.table(
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{
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"id": pa.array([1, 2, 3, 4]),
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"vec": pa.array([[1.0, 2.0]] * 4, type=pa.list_(pa.float32(), 2)),
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}
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)
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def main():
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parser = argparse.ArgumentParser(description=__doc__)
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parser.add_argument("--namespace-url", required=True, help="Lance namespace REST URL")
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parser.add_argument("--s3-endpoint", required=True, help="S3 endpoint the dataset lives behind")
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parser.add_argument("--bucket", required=True, help="table bucket to use, already created")
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parser.add_argument("--access-key", default="any")
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parser.add_argument("--secret-key", default="any")
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args = parser.parse_args()
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ns = ln.connect("rest", {"uri": args.namespace_url})
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ns.create_namespace(ln.CreateNamespaceRequest(id=[args.bucket, "ml"]))
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table_id = [args.bucket, "ml", "vectors"]
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declared = ns.declare_table(ln.DeclareTableRequest(id=table_id))
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print(f"declared {table_id} at {declared.location}")
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if not declared.location:
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print("FAIL: declare returned no location", file=sys.stderr)
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return 1
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described = ns.describe_table(ln.DescribeTableRequest(id=table_id))
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if described.location != declared.location:
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print(
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f"FAIL: describe location {described.location} != declare {declared.location}",
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file=sys.stderr,
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)
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return 1
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options = dict(described.storage_options or {})
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print(f"storage options from the namespace: {sorted(options)}")
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# The endpoint is overridden with the container's view of the same gateway:
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# what the namespace vends is correct for its own host, and a test harness
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# bound to a wildcard address vends nothing at all. That the namespace vends
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# a usable endpoint when it can is covered by the unit tests; what matters
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# here is that everything else it hands back is enough to reach the data.
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options["aws_endpoint"] = args.s3_endpoint
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options["allow_http"] = "true"
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# A deployment without STS still needs credentials to sign with.
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options.setdefault("aws_access_key_id", args.access_key)
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options.setdefault("aws_secret_access_key", args.secret_key)
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lance.write_dataset(sample_table(), described.location, storage_options=options,
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mode="overwrite")
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dataset = lance.dataset(described.location, storage_options=options)
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rows = dataset.count_rows()
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print(f"wrote and read back {rows} rows at version {dataset.version}")
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if rows != 4:
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print(f"FAIL: read back {rows} rows, want 4", file=sys.stderr)
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return 1
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# The table is listed, and a client that skips the namespace entirely can
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# still open the dataset by URI.
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listed = ns.list_tables(ln.ListTablesRequest(id=[args.bucket, "ml"])).tables
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if f"{args.bucket}$ml$vectors" not in listed:
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print(f"FAIL: {listed} does not contain the table", file=sys.stderr)
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return 1
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if lance.dataset(declared.location, storage_options=options).count_rows() != 4:
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print("FAIL: the dataset is not readable straight off its URI", file=sys.stderr)
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return 1
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# Deregistering hides the table and keeps the data, which is the difference
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# between it and a drop.
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ns.deregister_table(ln.DeregisterTableRequest(id=table_id))
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if f"{args.bucket}$ml$vectors" in ns.list_tables(ln.ListTablesRequest(id=[args.bucket, "ml"])).tables:
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print("FAIL: a deregistered table is still listed", file=sys.stderr)
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return 1
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if lance.dataset(declared.location, storage_options=options).count_rows() != 4:
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print("FAIL: deregister destroyed the dataset", file=sys.stderr)
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return 1
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print("PASS")
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return 0
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if __name__ == "__main__":
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sys.exit(main())
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