import numpy as np import pytest import tiledb from tiledb.tests.common import DiskTestCase class QueryTest(DiskTestCase): @pytest.mark.skipif( tiledb.libtiledb.version()[0] == 2 and tiledb.libtiledb.version()[1] < 15, reason="dimension labels requires libtiledb version 2.15 or greater", ) def test_label_range_query(self): # Create array schema with dimension labels dim = tiledb.Dim("d1", domain=(1, 10)) dom = tiledb.Domain(dim) att = tiledb.Attr("a1", dtype=np.int64) dim_labels = {0: {"l1": dim.create_label_schema("increasing", np.int64)}} schema = tiledb.ArraySchema(domain=dom, attrs=(att,), dim_labels=dim_labels) # Create array uri = self.path("dense_array_with_label") tiledb.Array.create(uri, schema) # Write data to the array and the label attr_data = np.arange(11, 21) label_data = np.arange(-10, 0) with tiledb.open(uri, "w") as array: array[:] = {"a1": attr_data, "l1": label_data} # Read and check the data using label indexer on parent array with tiledb.open(uri, "r") as array: input_subarray = tiledb.Subarray(array) input_subarray.add_label_range("l1", (-10, -10)) input_subarray.add_label_range("l1", (-8, -6)) query = tiledb.Query(array) query.set_subarray(input_subarray) query.submit() output_subarray = query.subarray() assert output_subarray.num_dim_ranges(0) == 2