diff options
| -rw-r--r-- | numpy/core/tests/test_umath.py | 2 | ||||
| -rw-r--r-- | numpy/random/mtrand/mtrand.c | 3118 | ||||
| -rw-r--r-- | numpy/random/mtrand/mtrand.pyx | 2 |
3 files changed, 1543 insertions, 1579 deletions
diff --git a/numpy/core/tests/test_umath.py b/numpy/core/tests/test_umath.py index 1ac958be7..d174fad45 100644 --- a/numpy/core/tests/test_umath.py +++ b/numpy/core/tests/test_umath.py @@ -5,7 +5,7 @@ import numpy.core.umath as ncu import numpy as np -class _FilterInvalids(): +class _FilterInvalids: def setUp(self): self.olderr = np.seterr(invalid='ignore') diff --git a/numpy/random/mtrand/mtrand.c b/numpy/random/mtrand/mtrand.c index 3ee277fca..8f451eee2 100644 --- a/numpy/random/mtrand/mtrand.c +++ b/numpy/random/mtrand/mtrand.c @@ -1,4 +1,4 @@ -/* Generated by Cython 0.15.1 on Wed Feb 1 07:39:02 2012 */ +/* Generated by Cython 0.15 on Sat Mar 3 18:15:37 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -269,7 +269,7 @@ # else # define CYTHON_UNUSED # endif -# elif defined(__ICC) || defined(__INTEL_COMPILER) +# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) # define CYTHON_UNUSED __attribute__ ((__unused__)) # else # define CYTHON_UNUSED @@ -684,7 +684,6 @@ int __pyx_module_is_main_mtrand = 0; /* Implementation of 'mtrand' */ static PyObject *__pyx_builtin_ValueError; static PyObject *__pyx_builtin_TypeError; -static PyObject *__pyx_builtin_any; static char __pyx_k_1[] = "size is not compatible with inputs"; static char __pyx_k_9[] = "algorithm must be 'MT19937'"; static char __pyx_k_11[] = "state must be 624 longs"; @@ -4796,35 +4795,33 @@ static int __pyx_pf_6mtrand_11RandomState___init__(PyObject *__pyx_v_self, PyObj int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__seed,0}; __Pyx_RefNannySetupContext("__init__"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[1] = {0}; values[0] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__seed); - if (value) { values[0] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "__init__") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 558; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__seed); + if (value) { values[0] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "__init__") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 558; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_seed = values[0]; + } else { + __pyx_v_seed = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: __pyx_v_seed = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -4951,35 +4948,33 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_2seed(PyObject *__pyx_v_self, Py int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__seed,0}; __Pyx_RefNannySetupContext("seed"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[1] = {0}; values[0] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__seed); - if (value) { values[0] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "seed") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 568; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__seed); + if (value) { values[0] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "seed") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 568; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_seed = values[0]; + } else { + __pyx_v_seed = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: __pyx_v_seed = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -5863,35 +5858,33 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_8random_sample(PyObject *__pyx_v int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("random_sample"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[1] = {0}; values[0] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[0] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "random_sample") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[0] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "random_sample") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_size = values[0]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -5948,35 +5941,33 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_9tomaxint(PyObject *__pyx_v_self int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("tomaxint"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[1] = {0}; values[0] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[0] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "tomaxint") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 762; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[0] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "tomaxint") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 762; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_size = values[0]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -6047,51 +6038,50 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_10randint(PyObject *__pyx_v_self int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__low,&__pyx_n_s__high,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("randint"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[1] = ((PyObject *)Py_None); values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__low); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__high); - if (value) { values[1] = value; kw_args--; } - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "randint") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 809; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__low); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__high); + if (value) { values[1] = value; kw_args--; } } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "randint") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 809; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_low = values[0]; __pyx_v_high = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_high = ((PyObject *)Py_None); + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: __pyx_v_high = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_low = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -6447,60 +6437,60 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_12choice(PyObject *__pyx_v_self, int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__a,&__pyx_n_s__size,&__pyx_n_s__replace,&__pyx_n_s__p,0}; __Pyx_RefNannySetupContext("choice"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[4] = {0,0,0,0}; values[1] = ((PyObject *)__pyx_int_1); values[2] = __pyx_k_15; values[3] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__replace); - if (value) { values[2] = value; kw_args--; } - } - case 3: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); - if (value) { values[3] = value; kw_args--; } - } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "choice") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 917; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__replace); + if (value) { values[2] = value; kw_args--; } } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + case 3: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); + if (value) { values[3] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "choice") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 917; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_a = values[0]; __pyx_v_size = values[1]; __pyx_v_replace = values[2]; __pyx_v_p = values[3]; + } else { + __pyx_v_size = ((PyObject *)__pyx_int_1); + __pyx_v_replace = __pyx_k_15; + __pyx_v_p = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 4: __pyx_v_p = PyTuple_GET_ITEM(__pyx_args, 3); + case 3: __pyx_v_replace = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_a = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -6759,7 +6749,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_12choice(PyObject *__pyx_v_self, * raise ValueError("p must be 1-dimensional") * if p.size != pop_size: # <<<<<<<<<<<<<< * raise ValueError("a and p must have same size") - * if any(p < 0): + * if np.any(p < 0): */ __pyx_t_1 = PyObject_GetAttr(__pyx_v_p, __pyx_n_s__size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1011; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_1); @@ -6774,7 +6764,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_12choice(PyObject *__pyx_v_self, * raise ValueError("p must be 1-dimensional") * if p.size != pop_size: * raise ValueError("a and p must have same size") # <<<<<<<<<<<<<< - * if any(p < 0): + * if np.any(p < 0): * raise ValueError("probabilities are not non-negative") */ __pyx_t_6 = PyObject_Call(__pyx_builtin_ValueError, ((PyObject *)__pyx_k_tuple_25), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1012; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -6789,27 +6779,33 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_12choice(PyObject *__pyx_v_self, /* "mtrand.pyx":1013 * if p.size != pop_size: * raise ValueError("a and p must have same size") - * if any(p < 0): # <<<<<<<<<<<<<< + * if np.any(p < 0): # <<<<<<<<<<<<<< * raise ValueError("probabilities are not non-negative") * if not np.allclose(p.sum(), 1): */ + __pyx_t_6 = __Pyx_GetName(__pyx_m, __pyx_n_s__np); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1013; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_1 = PyObject_GetAttr(__pyx_t_6, __pyx_n_s__any); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1013; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; __pyx_t_6 = PyObject_RichCompare(__pyx_v_p, __pyx_int_0, Py_LT); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1013; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1013; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_6); + __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1013; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_4)); + PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_6); __Pyx_GIVEREF(__pyx_t_6); __pyx_t_6 = 0; - __pyx_t_6 = PyObject_Call(__pyx_builtin_any, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1013; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1013; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0; __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1013; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; if (__pyx_t_2) { /* "mtrand.pyx":1014 * raise ValueError("a and p must have same size") - * if any(p < 0): + * if np.any(p < 0): * raise ValueError("probabilities are not non-negative") # <<<<<<<<<<<<<< * if not np.allclose(p.sum(), 1): * raise ValueError("probabilities do not sum to 1") @@ -6824,7 +6820,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_12choice(PyObject *__pyx_v_self, __pyx_L13:; /* "mtrand.pyx":1015 - * if any(p < 0): + * if np.any(p < 0): * raise ValueError("probabilities are not non-negative") * if not np.allclose(p.sum(), 1): # <<<<<<<<<<<<<< * raise ValueError("probabilities do not sum to 1") @@ -6832,28 +6828,28 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_12choice(PyObject *__pyx_v_self, */ __pyx_t_6 = __Pyx_GetName(__pyx_m, __pyx_n_s__np); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1015; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - __pyx_t_1 = PyObject_GetAttr(__pyx_t_6, __pyx_n_s__allclose); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1015; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); + __pyx_t_4 = PyObject_GetAttr(__pyx_t_6, __pyx_n_s__allclose); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1015; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; __pyx_t_6 = PyObject_GetAttr(__pyx_v_p, __pyx_n_s__sum); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1015; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - __pyx_t_4 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1015; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); + __pyx_t_1 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1015; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1015; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_6)); - PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_4); - __Pyx_GIVEREF(__pyx_t_4); + PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); __Pyx_INCREF(__pyx_int_1); PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_int_1); __Pyx_GIVEREF(__pyx_int_1); - __pyx_t_4 = 0; - __pyx_t_4 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1015; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; - __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1015; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = 0; + __pyx_t_1 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_6), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1015; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; + __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1015; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_t_7 = (!__pyx_t_2); if (__pyx_t_7) { @@ -6864,10 +6860,10 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_12choice(PyObject *__pyx_v_self, * * # Actual sampling */ - __pyx_t_4 = PyObject_Call(__pyx_builtin_ValueError, ((PyObject *)__pyx_k_tuple_29), NULL); 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goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_6 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1021; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_1 = PyObject_GetAttr(__pyx_v_p, __pyx_n_s__cumsum); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1021; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_6 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1021; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __pyx_v_cdf = __pyx_t_6; __pyx_t_6 = 0; @@ -6923,12 +6919,12 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_12choice(PyObject *__pyx_v_self, */ __pyx_t_6 = __Pyx_GetItemInt(__pyx_v_cdf, -1, sizeof(long), PyInt_FromLong); 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; - __pyx_v_uniform_samples = __pyx_t_1; - __pyx_t_1 = 0; + __pyx_v_uniform_samples = __pyx_t_4; + __pyx_t_4 = 0; /* "mtrand.pyx":1024 * cdf /= cdf[-1] @@ -6964,21 +6960,21 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_12choice(PyObject *__pyx_v_self, * else: * idx = self.randint(0, pop_size, size=size) */ - __pyx_t_1 = PyObject_GetAttr(__pyx_v_cdf, __pyx_n_s__searchsorted); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1024; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); + __pyx_t_4 = PyObject_GetAttr(__pyx_v_cdf, __pyx_n_s__searchsorted); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1024; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_5); - __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1026; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_4)); + __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1026; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_1)); __Pyx_INCREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_int_0); + PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_int_0); __Pyx_GIVEREF(__pyx_int_0); __Pyx_INCREF(__pyx_v_pop_size); - PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_v_pop_size); + PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_v_pop_size); __Pyx_GIVEREF(__pyx_v_pop_size); __pyx_t_6 = PyDict_New(); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1026; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_6)); if (PyDict_SetItem(__pyx_t_6, ((PyObject *)__pyx_n_s__size), __pyx_v_size) < 0) {__pyx_filename = __pyx_f[0]; 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goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_4)); - PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_t_6)); + __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1029; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_1)); + PyTuple_SET_ITEM(__pyx_t_1, 0, ((PyObject *)__pyx_t_6)); __Pyx_GIVEREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; - __pyx_t_6 = PyObject_Call(__pyx_t_1, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1029; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = PyObject_Call(__pyx_t_4, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1029; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0; - __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; 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__pyx_t_4 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __Pyx_Raise(__pyx_t_6, 0, 0, 0); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1029; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -7094,25 +7090,25 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_12choice(PyObject *__pyx_v_self, */ __pyx_t_6 = __Pyx_GetName(__pyx_m, __pyx_n_s__np); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1033; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - __pyx_t_4 = PyObject_GetAttr(__pyx_t_6, __pyx_n_s__sum); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1033; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); + __pyx_t_1 = PyObject_GetAttr(__pyx_t_6, __pyx_n_s__sum); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1033; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; 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+ __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1033; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; if (__pyx_t_7) { /* "mtrand.pyx":1034 @@ -7122,10 +7118,10 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_12choice(PyObject *__pyx_v_self, * n_uniq = 0 * p = p.copy() */ - __pyx_t_1 = PyObject_Call(__pyx_builtin_ValueError, ((PyObject *)__pyx_k_tuple_34), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1034; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_Raise(__pyx_t_1, 0, 0, 0); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_4 = PyObject_Call(__pyx_builtin_ValueError, ((PyObject *)__pyx_k_tuple_34), NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1034; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_6 = PyObject_GetAttr(__pyx_t_1, __pyx_n_s__cumsum); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1042; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; - __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1042; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_4)); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1042; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(((PyObject *)__pyx_t_1)); __Pyx_INCREF(__pyx_v_p); - PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_p); + PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_p); __Pyx_GIVEREF(__pyx_v_p); - __pyx_t_3 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_t_4), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1042; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_3 = PyObject_Call(__pyx_t_6, ((PyObject *)__pyx_t_1), NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1042; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - __Pyx_DECREF(((PyObject *)__pyx_t_4)); __pyx_t_4 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_1)); __pyx_t_1 = 0; __Pyx_XDECREF(__pyx_v_cdf); __pyx_v_cdf = __pyx_t_3; __pyx_t_3 = 0; @@ -7292,12 +7288,12 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_12choice(PyObject *__pyx_v_self, */ __pyx_t_3 = __Pyx_GetItemInt(__pyx_v_cdf, -1, sizeof(long), PyInt_FromLong); if (!__pyx_t_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1043; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __pyx_t_4 = __Pyx_PyNumber_InPlaceDivide(__pyx_v_cdf, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1043; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); + __pyx_t_1 = __Pyx_PyNumber_InPlaceDivide(__pyx_v_cdf, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1043; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; __Pyx_DECREF(__pyx_v_cdf); - __pyx_v_cdf = __pyx_t_4; - __pyx_t_4 = 0; + __pyx_v_cdf = __pyx_t_1; + __pyx_t_1 = 0; /* "mtrand.pyx":1044 * cdf = np.cumsum(p) @@ -7306,8 +7302,8 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_12choice(PyObject *__pyx_v_self, * new = np.unique(new) * found[n_uniq:n_uniq + new.size] = new */ - __pyx_t_4 = PyObject_GetAttr(__pyx_v_cdf, __pyx_n_s__searchsorted); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1044; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); + __pyx_t_1 = PyObject_GetAttr(__pyx_v_cdf, __pyx_n_s__searchsorted); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1044; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1044; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_3)); __Pyx_INCREF(__pyx_v_x); @@ -7316,14 +7312,14 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_12choice(PyObject *__pyx_v_self, __pyx_t_6 = PyDict_New(); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1044; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_6)); if (PyDict_SetItem(__pyx_t_6, ((PyObject *)__pyx_n_s__side), ((PyObject *)__pyx_n_s__right)) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1044; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_t_1 = PyEval_CallObjectWithKeywords(__pyx_t_4, ((PyObject *)__pyx_t_3), ((PyObject *)__pyx_t_6)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1044; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); 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__pyx_lineno = 1056; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0; __Pyx_DECREF(((PyObject *)__pyx_t_6)); __pyx_t_6 = 0; __pyx_r = __pyx_t_3; __pyx_t_3 = 0; @@ -7536,53 +7532,53 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_13uniform(PyObject *__pyx_v_self int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__low,&__pyx_n_s__high,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("uniform"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[0] = __pyx_k_35; values[1] = __pyx_k_36; values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__low); - if (value) { values[0] = value; kw_args--; } - } - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__high); - if (value) { values[1] = value; kw_args--; } - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } - } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__low); + if (value) { values[0] = value; kw_args--; } } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "uniform") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1059; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__high); + if (value) { values[1] = value; kw_args--; } } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "uniform") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1059; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_low = values[0]; __pyx_v_high = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_low = __pyx_k_35; + __pyx_v_high = __pyx_k_36; + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: __pyx_v_high = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_low = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -7979,51 +7975,50 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_16random_integers(PyObject *__py int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__low,&__pyx_n_s__high,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("random_integers"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[1] = ((PyObject *)Py_None); values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__low); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__high); - if (value) { values[1] = value; kw_args--; } - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "random_integers") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1247; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__low); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__high); + if (value) { values[1] = value; kw_args--; } } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "random_integers") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1247; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_low = values[0]; __pyx_v_high = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_high = ((PyObject *)Py_None); + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: __pyx_v_high = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_low = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -8138,35 +8133,33 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_17standard_normal(PyObject *__py int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("standard_normal"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[1] = {0}; values[0] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[0] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_normal") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1325; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[0] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_normal") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1325; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_size = values[0]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -8233,53 +8226,53 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_18normal(PyObject *__pyx_v_self, int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__loc,&__pyx_n_s__scale,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("normal"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[0] = __pyx_k_37; values[1] = __pyx_k_38; values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__loc); - if (value) { values[0] = value; kw_args--; } - } - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); - if (value) { values[1] = value; kw_args--; } - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } - } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__loc); + if (value) { values[0] = value; kw_args--; } } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "normal") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1357; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); + if (value) { values[1] = value; kw_args--; } } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "normal") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1357; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_loc = values[0]; __pyx_v_scale = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_loc = __pyx_k_37; + __pyx_v_scale = __pyx_k_38; + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: __pyx_v_scale = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_loc = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -8515,51 +8508,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_19beta(PyObject *__pyx_v_self, P int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__a,&__pyx_n_s__b,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("beta"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__b); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("beta", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1457; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "beta") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1457; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__b); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("beta", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1457; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "beta") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1457; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_a = values[0]; __pyx_v_b = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: + __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: + __pyx_v_b = PyTuple_GET_ITEM(__pyx_args, 1); + __pyx_v_a = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -8876,44 +8869,43 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_20exponential(PyObject *__pyx_v_ int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__scale,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("exponential"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[2] = {0,0}; values[0] = __pyx_k_48; values[1] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); - if (value) { values[0] = value; kw_args--; } - } - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } - } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); + if (value) { values[0] = value; kw_args--; } } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "exponential") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1516; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "exponential") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1516; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_scale = values[0]; __pyx_v_size = values[1]; + } else { + __pyx_v_scale = __pyx_k_48; + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_scale = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -9118,35 +9110,33 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_21standard_exponential(PyObject int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("standard_exponential"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[1] = {0}; values[0] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[0] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_exponential") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1570; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[0] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_exponential") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1570; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_size = values[0]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -9210,42 +9200,40 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_22standard_gamma(PyObject *__pyx int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__shape,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("standard_gamma"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__shape); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_gamma") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1598; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__shape); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_gamma") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1598; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_shape = values[0]; __pyx_v_size = values[1]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_shape = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -9460,51 +9448,50 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_23gamma(PyObject *__pyx_v_self, int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__shape,&__pyx_n_s__scale,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("gamma"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[1] = __pyx_k_54; values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__shape); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); - if (value) { values[1] = value; kw_args--; } - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; 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- case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "gamma") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1680; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_shape = values[0]; __pyx_v_scale = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_scale = __pyx_k_54; + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: __pyx_v_scale = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_shape = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -9828,51 +9815,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_24f(PyObject *__pyx_v_self, PyOb int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__dfnum,&__pyx_n_s__dfden,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("f"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dfnum); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dfden); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("f", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1771; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } - } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dfnum); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dfden); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("f", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1771; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "f") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1771; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "f") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1771; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_dfnum = values[0]; __pyx_v_dfden = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: + __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: + __pyx_v_dfden = PyTuple_GET_ITEM(__pyx_args, 1); + __pyx_v_dfnum = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -10199,60 +10186,60 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_25noncentral_f(PyObject *__pyx_v int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__dfnum,&__pyx_n_s__dfden,&__pyx_n_s__nonc,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("noncentral_f"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[4] = {0,0,0,0}; values[3] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dfnum); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dfden); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("noncentral_f", 0, 3, 4, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1874; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 2: - values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nonc); - if (likely(values[2])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("noncentral_f", 0, 3, 4, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1874; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 3: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[3] = value; kw_args--; } - } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dfnum); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dfden); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("noncentral_f", 0, 3, 4, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1874; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "noncentral_f") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1874; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + case 2: + values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nonc); + if (likely(values[2])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("noncentral_f", 0, 3, 4, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1874; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + case 3: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[3] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "noncentral_f") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1874; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_dfnum = values[0]; __pyx_v_dfden = values[1]; __pyx_v_nonc = values[2]; __pyx_v_size = values[3]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 4: + __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 3); + case 3: + __pyx_v_nonc = PyTuple_GET_ITEM(__pyx_args, 2); + __pyx_v_dfden = PyTuple_GET_ITEM(__pyx_args, 1); + __pyx_v_dfnum = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -10698,42 +10685,40 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_26chisquare(PyObject *__pyx_v_se int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__df,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("chisquare"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__df); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "chisquare") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1969; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__df); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "chisquare") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1969; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_df = values[0]; __pyx_v_size = values[1]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_df = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -10948,51 +10933,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_27noncentral_chisquare(PyObject int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__df,&__pyx_n_s__nonc,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("noncentral_chisquare"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__df); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nonc); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("noncentral_chisquare", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2047; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "noncentral_chisquare") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2047; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__df); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nonc); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("noncentral_chisquare", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2047; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "noncentral_chisquare") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2047; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_df = values[0]; __pyx_v_nonc = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: + __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: + __pyx_v_nonc = PyTuple_GET_ITEM(__pyx_args, 1); + __pyx_v_df = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -11322,35 +11307,33 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_28standard_cauchy(PyObject *__py int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("standard_cauchy"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[1] = {0}; values[0] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[0] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_cauchy") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2139; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[0] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_cauchy") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2139; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_size = values[0]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -11414,42 +11397,40 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_29standard_t(PyObject *__pyx_v_s int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__df,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("standard_t"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__df); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_t") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2200; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__df); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_t") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2200; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_df = values[0]; __pyx_v_size = values[1]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_df = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -11664,51 +11645,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_30vonmises(PyObject *__pyx_v_sel int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__mu,&__pyx_n_s__kappa,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("vonmises"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mu); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__kappa); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("vonmises", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2301; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "vonmises") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2301; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mu); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__kappa); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("vonmises", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2301; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "vonmises") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2301; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_mu = values[0]; __pyx_v_kappa = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: + __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: + __pyx_v_kappa = PyTuple_GET_ITEM(__pyx_args, 1); + __pyx_v_mu = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -11943,42 +11924,40 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_31pareto(PyObject *__pyx_v_self, int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__a,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("pareto"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "pareto") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2395; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "pareto") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2395; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_a = values[0]; __pyx_v_size = values[1]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_a = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -12190,42 +12169,40 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_32weibull(PyObject *__pyx_v_self int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__a,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("weibull"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "weibull") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2491; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "weibull") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2491; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_a = values[0]; __pyx_v_size = values[1]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_a = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -12437,42 +12414,40 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_33power(PyObject *__pyx_v_self, int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__a,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("power"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "power") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2591; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "power") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2591; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_a = values[0]; __pyx_v_size = values[1]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_a = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -12687,53 +12662,53 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_34laplace(PyObject *__pyx_v_self int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__loc,&__pyx_n_s__scale,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("laplace"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[0] = __pyx_k_93; values[1] = __pyx_k_94; values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); 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__pyx_lineno = 2700; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_loc = values[0]; __pyx_v_scale = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_loc = __pyx_k_93; + __pyx_v_scale = __pyx_k_94; + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: __pyx_v_scale = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_loc = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -12971,53 +12946,53 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_35gumbel(PyObject *__pyx_v_self, int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__loc,&__pyx_n_s__scale,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("gumbel"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[0] = __pyx_k_97; values[1] = __pyx_k_98; values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__loc); - if (value) { values[0] = value; kw_args--; } - } - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); - if (value) { values[1] = value; kw_args--; } - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } - } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__loc); + if (value) { values[0] = value; kw_args--; } } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "gumbel") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2790; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); + if (value) { values[1] = value; kw_args--; } } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "gumbel") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2790; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_loc = values[0]; __pyx_v_scale = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_loc = __pyx_k_97; + __pyx_v_scale = __pyx_k_98; + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: __pyx_v_scale = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_loc = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -13255,53 +13230,53 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_36logistic(PyObject *__pyx_v_sel int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__loc,&__pyx_n_s__scale,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("logistic"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[0] = __pyx_k_101; values[1] = __pyx_k_102; values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__loc); + if (value) { values[0] = value; kw_args--; } } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__loc); - if (value) { values[0] = value; kw_args--; } - } - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); - if (value) { values[1] = value; kw_args--; } - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } - } + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); + if (value) { values[1] = value; kw_args--; } } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "logistic") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2921; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "logistic") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2921; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_loc = values[0]; __pyx_v_scale = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_loc = __pyx_k_101; + __pyx_v_scale = __pyx_k_102; + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: __pyx_v_scale = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_loc = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -13539,53 +13514,53 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_37lognormal(PyObject *__pyx_v_se int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__mean,&__pyx_n_s__sigma,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("lognormal"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[0] = __pyx_k_105; values[1] = __pyx_k_106; values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mean); - if (value) { values[0] = value; kw_args--; } - } - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__sigma); - if (value) { values[1] = value; kw_args--; } - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } - } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mean); + if (value) { values[0] = value; kw_args--; } } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "lognormal") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3009; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__sigma); + if (value) { values[1] = value; kw_args--; } } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "lognormal") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3009; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_mean = values[0]; __pyx_v_sigma = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_mean = __pyx_k_105; + __pyx_v_sigma = __pyx_k_106; + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: __pyx_v_sigma = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_mean = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -13820,44 +13795,43 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_38rayleigh(PyObject *__pyx_v_sel int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__scale,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("rayleigh"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[2] = {0,0}; values[0] = __pyx_k_111; values[1] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); 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__pyx_lineno = 3140; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "rayleigh") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3140; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_scale = values[0]; __pyx_v_size = values[1]; + } else { + __pyx_v_scale = __pyx_k_111; + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_scale = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -14072,51 +14046,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_39wald(PyObject *__pyx_v_self, P int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__mean,&__pyx_n_s__scale,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("wald"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mean); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("wald", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3212; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "wald") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3212; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mean); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("wald", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3212; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "wald") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3212; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_mean = values[0]; __pyx_v_scale = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: + __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: + __pyx_v_scale = PyTuple_GET_ITEM(__pyx_args, 1); + __pyx_v_mean = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -14442,60 +14416,60 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_40triangular(PyObject *__pyx_v_s int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__left,&__pyx_n_s__mode,&__pyx_n_s__right,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("triangular"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[4] = {0,0,0,0}; values[3] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__left); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mode); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("triangular", 0, 3, 4, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3298; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 2: - values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__right); - if (likely(values[2])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("triangular", 0, 3, 4, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3298; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 3: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[3] = value; kw_args--; } - } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__left); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mode); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("triangular", 0, 3, 4, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3298; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "triangular") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3298; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + case 2: + values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__right); + if (likely(values[2])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("triangular", 0, 3, 4, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3298; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + case 3: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[3] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "triangular") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3298; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_left = values[0]; __pyx_v_mode = values[1]; __pyx_v_right = values[2]; __pyx_v_size = values[3]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 4: + __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 3); + case 3: + __pyx_v_right = PyTuple_GET_ITEM(__pyx_args, 2); + __pyx_v_mode = PyTuple_GET_ITEM(__pyx_args, 1); + __pyx_v_left = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -14938,51 +14912,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_41binomial(PyObject *__pyx_v_sel int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__n,&__pyx_n_s__p,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("binomial"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__n); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("binomial", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3386; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } - } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__n); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("binomial", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3386; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "binomial") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3386; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "binomial") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3386; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_n = values[0]; __pyx_v_p = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: + __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: + __pyx_v_p = PyTuple_GET_ITEM(__pyx_args, 1); + __pyx_v_n = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -15385,51 +15359,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_42negative_binomial(PyObject *__ int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__n,&__pyx_n_s__p,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("negative_binomial"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__n); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("negative_binomial", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3494; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "negative_binomial") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3494; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__n); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("negative_binomial", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3494; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "negative_binomial") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3494; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_n = values[0]; __pyx_v_p = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: + __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: + __pyx_v_p = PyTuple_GET_ITEM(__pyx_args, 1); + __pyx_v_n = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -15845,44 +15819,43 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_43poisson(PyObject *__pyx_v_self int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__lam,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("poisson"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[2] = {0,0}; values[0] = __pyx_k_145; values[1] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; 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kw_args--; } } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "poisson") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3589; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_lam = values[0]; __pyx_v_size = values[1]; + } else { + __pyx_v_lam = __pyx_k_145; + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_lam = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -16187,42 +16160,40 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_44zipf(PyObject *__pyx_v_self, P int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__a,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("zipf"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "zipf") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3660; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "zipf") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3660; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_a = values[0]; __pyx_v_size = values[1]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_a = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -16434,42 +16405,40 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_45geometric(PyObject *__pyx_v_se int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__p,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("geometric"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "geometric") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3748; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "geometric") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3748; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_p = values[0]; __pyx_v_size = values[1]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_p = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -16774,60 +16743,60 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_46hypergeometric(PyObject *__pyx int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__ngood,&__pyx_n_s__nbad,&__pyx_n_s__nsample,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("hypergeometric"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[4] = {0,0,0,0}; values[3] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__ngood); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nbad); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("hypergeometric", 0, 3, 4, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3814; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 2: - values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nsample); - if (likely(values[2])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("hypergeometric", 0, 3, 4, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3814; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 3: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[3] = value; kw_args--; } - } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__ngood); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nbad); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("hypergeometric", 0, 3, 4, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3814; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "hypergeometric") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3814; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + case 2: + values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nsample); + if (likely(values[2])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("hypergeometric", 0, 3, 4, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3814; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + case 3: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[3] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "hypergeometric") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3814; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_ngood = values[0]; __pyx_v_nbad = values[1]; __pyx_v_nsample = values[2]; __pyx_v_size = values[3]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 4: + __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 3); + case 3: + __pyx_v_nsample = PyTuple_GET_ITEM(__pyx_args, 2); + __pyx_v_nbad = PyTuple_GET_ITEM(__pyx_args, 1); + __pyx_v_ngood = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -17384,42 +17353,40 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_47logseries(PyObject *__pyx_v_se int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__p,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("logseries"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "logseries") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3933; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "logseries") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3933; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_p = values[0]; __pyx_v_size = values[1]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_p = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -17729,51 +17696,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_48multivariate_normal(PyObject * int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__mean,&__pyx_n_s__cov,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("multivariate_normal"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mean); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__cov); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("multivariate_normal", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4028; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } - } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mean); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__cov); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("multivariate_normal", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4028; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "multivariate_normal") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4028; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "multivariate_normal") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4028; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_mean = values[0]; __pyx_v_cov = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: + __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: + __pyx_v_cov = PyTuple_GET_ITEM(__pyx_args, 1); + __pyx_v_mean = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -18420,51 +18387,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_49multinomial(PyObject *__pyx_v_ int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__n,&__pyx_n_s__pvals,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("multinomial"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__n); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__pvals); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("multinomial", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4160; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "multinomial") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4160; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__n); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__pvals); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("multinomial", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4160; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "multinomial") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4160; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_n = __Pyx_PyInt_AsLong(values[0]); if (unlikely((__pyx_v_n == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4160; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_pvals = values[1]; __pyx_v_size = values[2]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: + __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: + __pyx_v_pvals = PyTuple_GET_ITEM(__pyx_args, 1); + __pyx_v_n = __Pyx_PyInt_AsLong(PyTuple_GET_ITEM(__pyx_args, 0)); if (unlikely((__pyx_v_n == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4160; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -18866,42 +18833,40 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_50dirichlet(PyObject *__pyx_v_se int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__alpha,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("dirichlet"); - { + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__alpha); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "dirichlet") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4253; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__alpha); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } } } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "dirichlet") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4253; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } __pyx_v_alpha = values[0]; __pyx_v_size = values[1]; + } else { + __pyx_v_size = ((PyObject *)Py_None); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: __pyx_v_alpha = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -20217,7 +20182,6 @@ static __Pyx_StringTabEntry __pyx_string_tab[] = { static int __Pyx_InitCachedBuiltins(void) { __pyx_builtin_ValueError = __Pyx_GetName(__pyx_b, __pyx_n_s__ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __pyx_builtin_TypeError = __Pyx_GetName(__pyx_b, __pyx_n_s__TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 698; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_builtin_any = __Pyx_GetName(__pyx_b, __pyx_n_s__any); if (!__pyx_builtin_any) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1013; __pyx_clineno = __LINE__; goto __pyx_L1_error;} return 0; __pyx_L1_error:; return -1; @@ -20427,7 +20391,7 @@ static int __Pyx_InitCachedConstants(void) { * raise ValueError("p must be 1-dimensional") * if p.size != pop_size: * raise ValueError("a and p must have same size") # <<<<<<<<<<<<<< - * if any(p < 0): + * if np.any(p < 0): * raise ValueError("probabilities are not non-negative") */ __pyx_k_tuple_25 = PyTuple_New(1); if (unlikely(!__pyx_k_tuple_25)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1012; __pyx_clineno = __LINE__; goto __pyx_L1_error;} @@ -20439,7 +20403,7 @@ static int __Pyx_InitCachedConstants(void) { /* "mtrand.pyx":1014 * raise ValueError("a and p must have same size") - * if any(p < 0): + * if np.any(p < 0): * raise ValueError("probabilities are not non-negative") # <<<<<<<<<<<<<< * if not np.allclose(p.sum(), 1): * raise ValueError("probabilities do not sum to 1") diff --git a/numpy/random/mtrand/mtrand.pyx b/numpy/random/mtrand/mtrand.pyx index 21b7d5fdf..8f208edcc 100644 --- a/numpy/random/mtrand/mtrand.pyx +++ b/numpy/random/mtrand/mtrand.pyx @@ -1010,7 +1010,7 @@ cdef class RandomState: raise ValueError("p must be 1-dimensional") if p.size != pop_size: raise ValueError("a and p must have same size") - if any(p < 0): + if np.any(p < 0): raise ValueError("probabilities are not non-negative") if not np.allclose(p.sum(), 1): raise ValueError("probabilities do not sum to 1") |