import itertools import re import textwrap import warnings import numpy as np import tiledb from .common import ( DiskTestCase, fx_sparse_cell_order, # noqa: F401 ) class ReprTest(DiskTestCase): def test_attr_repr(self): attr = tiledb.Attr(name="itsanattr", dtype=np.float64) self.assertTrue( re.match( r"Attr\(name=[u]?'itsanattr', dtype='float64', var=False, nullable=False, enum_label=None\)", repr(attr), ) ) g = dict() exec("from tiledb import Attr; from numpy import float64", g) self.assertEqual(eval(repr(attr), g), attr) def test_dim_repr(self): dtype_set = [bytes, np.bytes_] opts = { None: None, "var": True, "domain": (None, None), "filters": [tiledb.GzipFilter()], } dim_test_imports = textwrap.dedent( """ from tiledb import Dim, FilterList, GzipFilter import numpy from numpy import float64 """ ) for dtype in dtype_set: opt_choices = [ itertools.combinations(opts.keys(), r=n) for n in range(1, len(opts) + 1) ] for opt_set in itertools.chain(*opt_choices): opt_kwarg = {k: opts[k] for k in opt_set if k} g = dict() exec(dim_test_imports, g) dim = tiledb.Dim(name="d1", dtype=dtype, **opt_kwarg) self.assertEqual(eval(repr(dim), g), dim) # test datetime g = dict() exec(dim_test_imports, g) dim = tiledb.Dim( name="d1", domain=(np.datetime64("2010-01-01"), np.datetime64("2020")), tile=2, dtype=np.datetime64("", "D"), ) self.assertEqual(eval(repr(dim), g), dim) def test_arrayschema_repr(self, fx_sparse_cell_order): # noqa: F811 filters = tiledb.FilterList([tiledb.ZstdFilter(-1)]) for sparse in [False, True]: cell_order = fx_sparse_cell_order if sparse else None domain = tiledb.Domain( tiledb.Dim(domain=(1, 8), tile=2), tiledb.Dim(domain=(1, 8), tile=2) ) a1 = tiledb.Attr("val", dtype="f8", filters=filters) orig_schema = tiledb.ArraySchema( domain=domain, attrs=(a1,), sparse=sparse, cell_order=cell_order ) schema_repr = repr(orig_schema) g = dict() setup = "from tiledb import *\n" "import numpy as np\n" exec(setup, g) new_schema = None try: new_schema = eval(schema_repr, g) except Exception: warn_str = ( """Exception during ReprTest schema eval""" + """, schema string was:\n""" + """'''""" + """\n{}\n'''""".format(schema_repr) ) warnings.warn(warn_str) raise self.assertEqual(new_schema, orig_schema) def test_arrayschema_repr_hilbert(self): domain = tiledb.Domain(tiledb.Dim(domain=(1, 8), tile=2)) a = tiledb.Attr("a", dtype="f8") schema = tiledb.ArraySchema( domain=domain, attrs=(a,), cell_order="hilbert", sparse=True ) assert schema.cell_order == "hilbert" assert schema.tile_order is None