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fix: DB API depends on pyarrow when decimal query parameters are used - #551
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DB API should gracefully handle the case when the optional pyarrow dependency is not installed.
plamut
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Mar 15, 2021
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tswast
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Mar 15, 2021
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Based on my latest comment, I think we can remove pyarrow entirely from this logic.
plamut
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Mar 16, 2021
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| # NUMERIC values have precision of 38 (number of digits) and scale of 9 (number | ||
| # of fractional digits), and their max absolute value must be strictly smaller | ||
| # than 1.0E+29. | ||
| # https://cloud.google.com/bigquery/docs/reference/standard-sql/data-types#decimal_types | ||
| if ( | ||
| len(vtuple.digits) <= 38 # max precision: 38 | ||
| and vtuple.exponent >= -9 # max scale: 9 | ||
| and _NUMERIC_SERVER_MIN <= value <= _NUMERIC_SERVER_MAX | ||
| ): | ||
| return "NUMERIC" |
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The logic differs from the docs, because testing the actual backend response showed that 9.9999999999999999999999999999999999999E+29 is not accepted as a valid NUMERIC value:
SELECT CAST((SELECT"9.9999999999999999999999999999999999999E+29"AS literal) ASNUMERIC); # errorEven 1.0E+29 is too large, but 9.999...9E+28 works, meaning that there's probably an off-by-one error in the docs for the exponent.
Update: Confirmed, the docs are indeed not correct, an internal issue 182900100 has been created to track this.
gcf-merge-on-greenBot
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Mar 16, 2021
🤖 I have created a release \*beep\* \*boop\* --- ## [2.12.0](https://www.github.com/googleapis/python-bigquery/compare/v2.11.0...v2.12.0) (2021-03-16) ### Features * make QueryJob.done() method more performant ([#544](https://www.github.com/googleapis/python-bigquery/issues/544)) ([a3ab9ef](https://www.github.com/googleapis/python-bigquery/commit/a3ab9efdd0758829845cfcb6ca0ac1f03ab44f64)) ### Bug Fixes * remove DB-API dependency on pyarrow with decimal query parameters ([#551](https://www.github.com/googleapis/python-bigquery/issues/551)) ([1b946ba](https://www.github.com/googleapis/python-bigquery/commit/1b946ba23ee7df86114c6acb338ec34e6c92af6d)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please).
plamut
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Mar 16, 2021
| self.assertEqual(named_parameter.type_, expected_type, msg=msg) | ||
| self.assertEqual(named_parameter.value, value, msg=msg) | ||
| def test_decimal_to_query_parameter(self): # TODO: merge with previous test |
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I should have removed that, it's just a subset of the test_scalar_to_query_parameter test above it.
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Fixes#549.
This PR removes the hard dependency of DB API on the optional
pyarrowdependency.PR checklist: