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| 1 | +#!/usr/bin/env python |
| 2 | +# |
| 3 | +# Copyright (c) 2012-2023 Snowflake Computing Inc. All rights reserved. |
| 4 | +# |
| 5 | + |
| 6 | +from __future__ import annotations |
| 7 | + |
| 8 | +import decimal |
| 9 | +from decimal import Decimal |
| 10 | + |
| 11 | +import numpy |
| 12 | +import pytest |
| 13 | + |
| 14 | +import snowflake.connector |
| 15 | + |
| 16 | + |
| 17 | +@pytest.mark.skipolddriver |
| 18 | +async def test_decfloat_bindings(conn_cnx): |
| 19 | + # set required decimal precision |
| 20 | + decimal.getcontext().prec = 38 |
| 21 | + original_style = snowflake.connector.paramstyle |
| 22 | + snowflake.connector.paramstyle = "qmark" |
| 23 | + try: |
| 24 | + async with conn_cnx() as cnx: |
| 25 | + cur = cnx.cursor() |
| 26 | + await cur.execute("select ?", [("DECFLOAT", Decimal("-1234e4000"))]) |
| 27 | + ret = await cur.fetchone() |
| 28 | + assert isinstance(ret[0], Decimal) |
| 29 | + assert ret[0] == Decimal("-1234e4000") |
| 30 | + |
| 31 | + await cur.execute("select ?", [("DECFLOAT", -1e3)]) |
| 32 | + ret = await cur.fetchone() |
| 33 | + assert isinstance(ret[0], Decimal) |
| 34 | + assert ret[0] == Decimal("-1e3") |
| 35 | + |
| 36 | + # test 38 digits |
| 37 | + await cur.execute( |
| 38 | + "select ?", |
| 39 | + [("DECFLOAT", Decimal("12345678901234567890123456789012345678"))], |
| 40 | + ) |
| 41 | + ret = await cur.fetchone() |
| 42 | + assert isinstance(ret[0], Decimal) |
| 43 | + assert ret[0] == Decimal("12345678901234567890123456789012345678") |
| 44 | + |
| 45 | + # test w/o explicit type specification |
| 46 | + await cur.execute("select ?", [-1e3]) |
| 47 | + ret = await cur.fetchone() |
| 48 | + assert isinstance(ret[0], float) |
| 49 | + |
| 50 | + await cur.execute("select ?", [Decimal("-1e3")]) |
| 51 | + ret = await cur.fetchone() |
| 52 | + assert isinstance(ret[0], int) |
| 53 | + finally: |
| 54 | + snowflake.connector.paramstyle = original_style |
| 55 | + |
| 56 | + |
| 57 | +@pytest.mark.skipolddriver |
| 58 | +async def test_decfloat_from_compiler(conn_cnx): |
| 59 | + # set required decimal precision |
| 60 | + decimal.getcontext().prec = 38 |
| 61 | + # test both result formats |
| 62 | + for fmt in ["json", "arrow"]: |
| 63 | + async with conn_cnx( |
| 64 | + session_parameters={ |
| 65 | + "PYTHON_CONNECTOR_QUERY_RESULT_FORMAT": fmt, |
| 66 | + "use_cached_result": "false", |
| 67 | + } |
| 68 | + ) as cnx: |
| 69 | + cur = cnx.cursor() |
| 70 | + # test endianess |
| 71 | + await cur.execute("SELECT 555::decfloat") |
| 72 | + ret = await cur.fetchone() |
| 73 | + assert isinstance(ret[0], Decimal) |
| 74 | + assert ret[0] == Decimal("555") |
| 75 | + |
| 76 | + # test with decimal separator |
| 77 | + await cur.execute("SELECT 123456789.12345678::decfloat") |
| 78 | + ret = await cur.fetchone() |
| 79 | + assert isinstance(ret[0], Decimal) |
| 80 | + assert ret[0] == Decimal("123456789.12345678") |
| 81 | + |
| 82 | + # test 38 digits |
| 83 | + await cur.execute( |
| 84 | + "SELECT '12345678901234567890123456789012345678'::decfloat" |
| 85 | + ) |
| 86 | + ret = await cur.fetchone() |
| 87 | + assert isinstance(ret[0], Decimal) |
| 88 | + assert ret[0] == Decimal("12345678901234567890123456789012345678") |
| 89 | + |
| 90 | + async with conn_cnx(numpy=True) as cnx: |
| 91 | + cur = cnx.cursor() |
| 92 | + await cur.execute("SELECT 1.234::decfloat", None) |
| 93 | + ret = await cur.fetchone() |
| 94 | + assert isinstance(ret[0], numpy.float64) |
| 95 | + assert ret[0] == numpy.float64("1.234") |
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