7.8.1. Lowering Listing¶

This lists all lowering definition registered to the CPU target. Each subsection corresponds to a Python function that is supported by numba nopython mode. These functions have one or more lower implementation with different signatures. The compiler chooses the most specific implementation from all overloads.

7.8.1.1. `'array'`¶

Signature	Definition
(SmartArrayType)	`array_as_array` numba/targets/smartarray.py lines 20-24

7.8.1.2. `'__array_wrap__'`¶

Signature	Definition
(SmartArrayType, Array)	`array_wrap_array` numba/targets/smartarray.py lines 26-30

7.8.1.3. `'array.argmax'`¶

Signature	Definition
(Array)	`array_argmax` numba/targets/arraymath.py lines 476-495

7.8.1.4. `'array.argmin'`¶

Signature	Definition
(Array)	`array_argmin` numba/targets/arraymath.py lines 421-473

7.8.1.5. `'array.argsort'`¶

Signature	Definition
(Array, StringLiteral)	`array_argsort` numba/targets/arrayobj.py lines 4651-4665

7.8.1.6. `'array.astype'`¶

Signature	Definition
(Array, DTypeSpec)	`array_astype` numba/targets/arrayobj.py lines 3782-3809

7.8.1.7. `'array.copy'`¶

Signature	Definition
(Array)	`array_copy` numba/targets/arrayobj.py lines 3704-3706

7.8.1.8. `'array.cumprod'`¶

Signature	Definition
(Array)	`array_cumprod` numba/targets/arraymath.py lines 292-308

7.8.1.9. `'array.cumsum'`¶

Signature	Definition
(Array)	`array_cumsum` numba/targets/arraymath.py lines 273-290

7.8.1.10. `'array.flatten'`¶

Signature	Definition
(Array)	`array_flatten` numba/targets/arrayobj.py lines 1694-1702

7.8.1.11. `'array.item'`¶

Signature	Definition
(Array)	`array_item` numba/targets/arrayobj.py lines 498-510

7.8.1.12. `'array.itemset'`¶

Signature	Definition
(Array, any)	`array_itemset` numba/targets/arrayobj.py lines 513-527

7.8.1.13. `'array.max'`¶

Signature	Definition
(Array)	`array_max` numba/targets/arraymath.py lines 400-418

7.8.1.14. `'array.mean'`¶

Signature	Definition
(Array)	`array_mean` numba/targets/arraymath.py lines 310-325

7.8.1.15. `'array.min'`¶

Signature	Definition
(Array)	`array_min` numba/targets/arraymath.py lines 354-397

7.8.1.16. `'array.nonzero'`¶

Signature	Definition
(Array)	`array_nonzero` numba/targets/arraymath.py lines 1805-1862

7.8.1.17. `'array.prod'`¶

Signature	Definition
(Array)	`array_prod` numba/targets/arraymath.py lines 259-271

7.8.1.18. `'array.ravel'`¶

Signature	Definition
(Array)	`array_ravel` numba/targets/arrayobj.py lines 1663-1683

7.8.1.19. `'array.reshape'`¶

Signature	Definition
(Array, *any)	`array_reshape_vararg` numba/targets/arrayobj.py lines 1650-1653
(Array, BaseTuple)	`array_reshape` numba/targets/arrayobj.py lines 1585-1647

7.8.1.20. `'array.sort'`¶

Signature	Definition
(Array)	`array_sort` numba/targets/arrayobj.py lines 4629-4639

7.8.1.21. `'array.std'`¶

Signature	Definition
(Array)	`array_std` numba/targets/arraymath.py lines 345-351

7.8.1.22. `'array.sum'`¶

Signature	Definition
(Array)	`array_sum` numba/targets/arraymath.py lines 154-167
(Array, IntegerLiteral)	`array_sum_axis` numba/targets/arraymath.py lines 169-257
(Array, int64)	`array_sum_axis` numba/targets/arraymath.py lines 169-257

7.8.1.23. `'array.take'`¶

Signature	Definition
(Array, Array)	`numpy_take_2` numba/targets/arrayobj.py lines 3530-3553
(Array, BaseTuple)	`numpy_take_3` numba/targets/arrayobj.py lines 3555-3575
(Array, Integer)	`numpy_take_1` numba/targets/arrayobj.py lines 3518-3528
(Array, List)	`numpy_take_3` numba/targets/arrayobj.py lines 3555-3575

7.8.1.24. `'array.transpose'`¶

Signature	Definition
(Array)	`array_transpose` numba/targets/arrayobj.py lines 1407-1409
(Array, *any)	`array_transpose_vararg` numba/targets/arrayobj.py lines 1481-1484
(Array, BaseTuple)	`array_transpose_tuple` numba/targets/arrayobj.py lines 1426-1478

7.8.1.25. `'array.var'`¶

Signature	Definition
(Array)	`array_var` numba/targets/arraymath.py lines 327-342

7.8.1.26. `'array.view'`¶

Signature	Definition
(Array, DTypeSpec)	`array_view` numba/targets/arrayobj.py lines 1841-1866

7.8.1.27. `'complex.conjugate'`¶

Signature	Definition
(Complex)	`complex_conjugate_impl` numba/targets/numbers.py lines 947-953
(Float)	`real_conjugate_impl` numba/targets/numbers.py lines 962-963
(Integer)	`real_conjugate_impl` numba/targets/numbers.py lines 962-963

7.8.1.28. `'delitem'`¶

Signature	Definition
(List, Integer)	`delitem_list_index` numba/targets/listobj.py lines 611-617
(List, SliceType)	`delitem_list` numba/targets/listobj.py lines 620-650

7.8.1.29. `'ffi.from_buffer'`¶

Signature	Definition
(Buffer)	`from_buffer` numba/targets/cffiimpl.py lines 13-23

7.8.1.30. `'getiter'`¶

Signature	Definition
(Buffer)	`getiter_array` numba/targets/arrayobj.py lines 247-268
(IteratorType)	`iterator_getiter` numba/targets/iterators.py lines 12-15
(List)	`getiter_list` numba/targets/listobj.py lines 484-487
(NamedUniTuple)	`getiter_unituple` numba/targets/tupleobj.py lines 150-166
(Set)	`getiter_set` numba/targets/setobj.py lines 1160-1163
(UniTuple)	`getiter_unituple` numba/targets/tupleobj.py lines 150-166
(range_state_int32)	`make_range_impl.<locals>.getiter_range32_impl` numba/targets/rangeobj.py lines 88-96
(range_state_int64)	`make_range_impl.<locals>.getiter_range32_impl` numba/targets/rangeobj.py lines 88-96
(range_state_uint64)	`make_range_impl.<locals>.getiter_range32_impl` numba/targets/rangeobj.py lines 88-96

7.8.1.31. `'iternext'`¶

Signature	Definition
(ArrayIterator)	`iternext_impl.<locals>.wrapper` numba/targets/imputils.py lines 307-313
(EnumerateType)	`iternext_impl.<locals>.wrapper` numba/targets/imputils.py lines 307-313
(Generator)	`iternext_impl.<locals>.wrapper` numba/targets/imputils.py lines 307-313
(ListIter)	`iternext_impl.<locals>.wrapper` numba/targets/imputils.py lines 307-313
(NumpyFlatType)	`iternext_impl.<locals>.wrapper` numba/targets/imputils.py lines 307-313
(NumpyNdEnumerateType)	`iternext_impl.<locals>.wrapper` numba/targets/imputils.py lines 307-313
(NumpyNdIndexType)	`iternext_impl.<locals>.wrapper` numba/targets/imputils.py lines 307-313
(NumpyNdIterType)	`iternext_impl.<locals>.wrapper` numba/targets/imputils.py lines 307-313
(SetIter)	`iternext_impl.<locals>.wrapper` numba/targets/imputils.py lines 307-313
(UniTupleIter)	`iternext_impl.<locals>.wrapper` numba/targets/imputils.py lines 307-313
(ZipType)	`iternext_impl.<locals>.wrapper` numba/targets/imputils.py lines 307-313
(range_iter_int32)	`iternext_impl.<locals>.wrapper` numba/targets/imputils.py lines 307-313
(range_iter_int64)	`iternext_impl.<locals>.wrapper` numba/targets/imputils.py lines 307-313
(range_iter_uint64)	`iternext_impl.<locals>.wrapper` numba/targets/imputils.py lines 307-313

7.8.1.32. `'list.append'`¶

Signature	Definition
(List, any)	`list_append` numba/targets/listobj.py lines 835-845

7.8.1.33. `'list.clear'`¶

Signature	Definition
(List)	`list_clear` numba/targets/listobj.py lines 847-852

7.8.1.34. `'list.copy'`¶

Signature	Definition
(List)	`list_copy` numba/targets/listobj.py lines 854-859

7.8.1.35. `'list.count'`¶

Signature	Definition
(List, any)	`list_count` numba/targets/listobj.py lines 861-871

7.8.1.36. `'list.extend'`¶

Signature	Definition
(List, IterableType)	`list_extend` numba/targets/listobj.py lines 890-903

7.8.1.37. `'list.index'`¶

Signature	Definition
(List, any)	`list_index` numba/targets/listobj.py lines 905-915
(List, any, Integer)	`list_index` numba/targets/listobj.py lines 917-933
(List, any, Integer, Integer)	`list_index` numba/targets/listobj.py lines 935-955

7.8.1.38. `'list.insert'`¶

Signature	Definition
(List, Integer, any)	`list_insert` numba/targets/listobj.py lines 957-972

7.8.1.39. `'list.pop'`¶

Signature	Definition
(List)	`list_pop` numba/targets/listobj.py lines 974-986
(List, Integer)	`list_pop` numba/targets/listobj.py lines 988-1004

7.8.1.40. `'list.remove'`¶

Signature	Definition
(List, any)	`list_remove` numba/targets/listobj.py lines 1006-1017

7.8.1.41. `'list.reverse'`¶

Signature	Definition
(List)	`list_reverse` numba/targets/listobj.py lines 1019-1027

7.8.1.42. `'list.sort'`¶

Signature	Definition
(List)	`list_sort` numba/targets/listobj.py lines 1053-1068
(List, Boolean)	`list_sort` numba/targets/listobj.py lines 1053-1068

7.8.1.43. `'not in'`¶

Signature	Definition
(any, any)	`not_in` numba/targets/builtins.py lines 328-334

7.8.1.44. `'np.random.beta'`¶

Signature	Definition
(Float, Float)	`betavariate_impl` numba/targets/randomimpl.py lines 587-592
(any, any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.45. `'np.random.binomial'`¶

Signature	Definition
(Integer, Float)	`binomial_impl` numba/targets/randomimpl.py lines 800-856
(any, any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.46. `'np.random.chisquare'`¶

Signature	Definition
(Float)	`chisquare_impl` numba/targets/randomimpl.py lines 859-866
(any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.47. `'np.random.exponential'`¶

Signature	Definition
()	`exponential_impl` numba/targets/randomimpl.py lines 643-654
(Float)	`exponential_impl` numba/targets/randomimpl.py lines 631-641
(any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.48. `'np.random.f'`¶

Signature	Definition
(Float, Float)	`f_impl` numba/targets/randomimpl.py lines 869-877
(any, any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.49. `'np.random.gamma'`¶

Signature	Definition
(Float)	`gammavariate_impl` numba/targets/randomimpl.py lines 503-509
(Float, Float)	`gammavariate_impl` numba/targets/randomimpl.py lines 503-509
(any, any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.50. `'np.random.geometric'`¶

Signature	Definition
(Float)	`geometric_impl` numba/targets/randomimpl.py lines 880-903
(any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.51. `'np.random.gumbel'`¶

Signature	Definition
(Float, Float)	`gumbel_impl` numba/targets/randomimpl.py lines 906-916
(any, any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.52. `'np.random.hypergeometric'`¶

Signature	Definition
(Integer, Integer, Integer)	`hypergeometric_impl` numba/targets/randomimpl.py lines 919-942
(any, any, any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.53. `'np.random.laplace'`¶

Signature	Definition
()	`laplace_impl` numba/targets/randomimpl.py lines 945-961
(Float)	`laplace_impl` numba/targets/randomimpl.py lines 945-961
(Float, Float)	`laplace_impl` numba/targets/randomimpl.py lines 945-961
(any, any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.54. `'np.random.logistic'`¶

Signature	Definition
()	`logistic_impl` numba/targets/randomimpl.py lines 964-977
(Float)	`logistic_impl` numba/targets/randomimpl.py lines 964-977
(Float, Float)	`logistic_impl` numba/targets/randomimpl.py lines 964-977
(any, any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.55. `'np.random.lognormal'`¶

Signature	Definition
()	`np_lognormal_impl` numba/targets/randomimpl.py lines 656-663
(Float)	`np_lognormal_impl` numba/targets/randomimpl.py lines 656-663
(Float, Float)	`np_lognormal_impl` numba/targets/randomimpl.py lines 656-663
(any, any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.56. `'np.random.logseries'`¶

Signature	Definition
(Float)	`logseries_impl` numba/targets/randomimpl.py lines 979-1007
(any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.57. `'np.random.negative_binomial'`¶

Signature	Definition
(any, any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294
(int64, Float)	`negative_binomial_impl` numba/targets/randomimpl.py lines 1010-1024

7.8.1.58. `'np.random.normal'`¶

Signature	Definition
()	`np_gauss_impl` numba/targets/randomimpl.py lines 235-242
(Float)	`np_gauss_impl` numba/targets/randomimpl.py lines 235-242
(Float, Float)	`np_gauss_impl` numba/targets/randomimpl.py lines 235-242
(any, any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.59. `'np.random.pareto'`¶

Signature	Definition
(Float)	`pareto_impl` numba/targets/randomimpl.py lines 695-705
(any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.60. `'np.random.poisson'`¶

Signature	Definition
()	`poisson_impl` numba/targets/randomimpl.py lines 1027-1086
(Float)	`poisson_impl` numba/targets/randomimpl.py lines 1027-1086
(any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.61. `'np.random.power'`¶

Signature	Definition
(Float)	`power_impl` numba/targets/randomimpl.py lines 1089-1099
(any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.62. `'np.random.randint'`¶

Signature	Definition
(Integer)	`randint_impl_2` numba/targets/randomimpl.py lines 410-416
(Integer, Integer)	`randrange_impl_2` numba/targets/randomimpl.py lines 418-423
(any, any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.63. `'np.random.random'`¶

Signature	Definition
()	`random_impl` numba/targets/randomimpl.py lines 221-225
(any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.64. `'np.random.rayleigh'`¶

Signature	Definition
()	`rayleigh_impl` numba/targets/randomimpl.py lines 1102-1114
(Float)	`rayleigh_impl` numba/targets/randomimpl.py lines 1102-1114
(any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.65. `'np.random.seed'`¶

Signature	Definition
(uint32)	`seed_impl` numba/targets/randomimpl.py lines 202-206

7.8.1.66. `'np.random.standard_cauchy'`¶

Signature	Definition
()	`cauchy_impl` numba/targets/randomimpl.py lines 1117-1125
(any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.67. `'np.random.standard_exponential'`¶

Signature	Definition
()	`exponential_impl` numba/targets/randomimpl.py lines 643-654
(any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.68. `'np.random.standard_gamma'`¶

Signature	Definition
(Float)	`gammavariate_impl` numba/targets/randomimpl.py lines 503-509
(any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.69. `'np.random.standard_normal'`¶

Signature	Definition
()	`np_gauss_impl` numba/targets/randomimpl.py lines 235-242
(any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.70. `'np.random.standard_t'`¶

Signature	Definition
(Float)	`standard_t_impl` numba/targets/randomimpl.py lines 1128-1138
(any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.71. `'np.random.triangular'`¶

Signature	Definition
(Float, Float, Float)	`triangular_impl_3` numba/targets/randomimpl.py lines 469-474
(any, any, any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.72. `'np.random.uniform'`¶

Signature	Definition
(Float, Float)	`uniform_impl` numba/targets/randomimpl.py lines 430-433
(any, any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1.73. `'np.random.vonmises'`¶

Signature	Definition
(Float, Float)	`vonmisesvariate_impl` numba/targets/randomimpl.py lines 742-746
(any, any, any)	`random_arr` numba/targets/randomimpl.py lines 1274-1294

7.8.1. Lowering Listing¶

7.8.1.1. '__array__'¶

7.8.1.2. '__array_wrap__'¶

7.8.1.3. 'array.argmax'¶

7.8.1.4. 'array.argmin'¶

7.8.1.5. 'array.argsort'¶

7.8.1.6. 'array.astype'¶

7.8.1.7. 'array.copy'¶

7.8.1.8. 'array.cumprod'¶

7.8.1.9. 'array.cumsum'¶

7.8.1.10. 'array.flatten'¶

7.8.1.11. 'array.item'¶

7.8.1.12. 'array.itemset'¶

7.8.1.13. 'array.max'¶

7.8.1.14. 'array.mean'¶

7.8.1.15. 'array.min'¶

7.8.1.16. 'array.nonzero'¶

7.8.1.17. 'array.prod'¶

7.8.1.18. 'array.ravel'¶

7.8.1.19. 'array.reshape'¶

7.8.1.20. 'array.sort'¶

7.8.1.21. 'array.std'¶

7.8.1.22. 'array.sum'¶

7.8.1.23. 'array.take'¶

7.8.1.24. 'array.transpose'¶

7.8.1.25. 'array.var'¶

7.8.1.26. 'array.view'¶

7.8.1.27. 'complex.conjugate'¶

7.8.1.28. 'delitem'¶

7.8.1.29. 'ffi.from_buffer'¶

7.8.1.30. 'getiter'¶

7.8.1.31. 'iternext'¶

7.8.1.32. 'list.append'¶

7.8.1.33. 'list.clear'¶

7.8.1.34. 'list.copy'¶

7.8.1.35. 'list.count'¶

7.8.1.36. 'list.extend'¶

7.8.1.37. 'list.index'¶

7.8.1.38. 'list.insert'¶

7.8.1.39. 'list.pop'¶

7.8.1.40. 'list.remove'¶

7.8.1.41. 'list.reverse'¶

7.8.1.42. 'list.sort'¶

7.8.1.43. 'not in'¶

7.8.1.44. 'np.random.beta'¶

7.8.1.45. 'np.random.binomial'¶

7.8.1.46. 'np.random.chisquare'¶

7.8.1.47. 'np.random.exponential'¶

7.8.1.48. 'np.random.f'¶

7.8.1.49. 'np.random.gamma'¶

7.8.1.50. 'np.random.geometric'¶

7.8.1.51. 'np.random.gumbel'¶

7.8.1.52. 'np.random.hypergeometric'¶

7.8.1.53. 'np.random.laplace'¶

7.8.1.54. 'np.random.logistic'¶

7.8.1.55. 'np.random.lognormal'¶

7.8.1.56. 'np.random.logseries'¶

7.8.1.57. 'np.random.negative_binomial'¶

7.8.1.58. 'np.random.normal'¶

7.8.1.59. 'np.random.pareto'¶

7.8.1.60. 'np.random.poisson'¶

7.8.1.61. 'np.random.power'¶

7.8.1.62. 'np.random.randint'¶

7.8.1.63. 'np.random.random'¶

7.8.1.64. 'np.random.rayleigh'¶

7.8.1.65. 'np.random.seed'¶

7.8.1.66. 'np.random.standard_cauchy'¶

7.8.1.67. 'np.random.standard_exponential'¶

7.8.1.68. 'np.random.standard_gamma'¶

7.8.1.69. 'np.random.standard_normal'¶

7.8.1.70. 'np.random.standard_t'¶

7.8.1.71. 'np.random.triangular'¶

7.8.1.72. 'np.random.uniform'¶

7.8.1.73. 'np.random.vonmises'¶