import datetime import os import random import string import numpy as np import pytest import tiledb from tiledb.tests.common import DiskTestCase tiledb_token = os.getenv("TILEDB_TOKEN") tiledb_namespace = os.getenv("TILEDB_NAMESPACE") s3_bucket = os.getenv("S3_BUCKET") @pytest.mark.skipif( os.getenv("CI") == None or tiledb_token == None or tiledb_namespace == None or s3_bucket == None, reason="No token was provided in a non-CI environment. Please set the TILEDB_TOKEN environment variable to run this test.", ) class CloudTest(DiskTestCase): def test_save_and_open_array_from_cloud(self): config = tiledb.Config({"rest.token": tiledb_token}) ctx = tiledb.Ctx(config=config) # Useful to include the datetime in the array name to handle multiple consecutive runs of the test. # Random letters are added to the end to ensure that conflicts are avoided, especially in CI environments where multiple tests may run in parallel. array_name = ( datetime.datetime.now().strftime("%Y-%m-%d-%H-%M-%S") + "-" + "".join(random.choice(string.ascii_letters) for _ in range(5)) ) uri = f"tiledb://{tiledb_namespace}/s3://{s3_bucket}/{array_name}" with tiledb.from_numpy(uri, np.random.rand(3, 2), ctx=ctx) as T: self.assertTrue(tiledb.array_exists(uri, ctx=ctx)) self.assertTrue( T.schema == tiledb.ArraySchema( domain=tiledb.Domain( tiledb.Dim( name="__dim_0", domain=(0, 2), tile=3, dtype="uint64", filters=tiledb.FilterList([tiledb.ZstdFilter(level=-1)]), ), tiledb.Dim( name="__dim_1", domain=(0, 1), tile=2, dtype="uint64", filters=tiledb.FilterList([tiledb.ZstdFilter(level=-1)]), ), ), attrs=[ tiledb.Attr( name="", dtype="float64", var=False, nullable=False, enum_label=None, ), ], cell_order="row-major", tile_order="row-major", sparse=False, ) ) tiledb.Array.delete_array(uri, ctx=ctx)