<commit_before>""" Implements a NUTS Sampler for emcee
    http://dan.iel.fm/emcee/
"""
import numpy as np
from .nuts import nuts6
from .helpers import NutsSampler_fn_wrapper
from emcee.sampler import Sampler


__all__ = ['NUTSSampler', 'test_sampler']


class NUTSSampler(Sampler):
    """ A sampler object mirroring emcee.sampler object definition"""

    def __init__(self, dim, lnprobfn, gradfn=None, *args, **kwargs):
            self.dim = dim
            self.f = NutsSampler_fn_wrapper(lnprobfn, gradfn, *args, **kwargs)
            self.lnprobfn = self.f.lnp_func
            self.gradfn = self.f.gradlnp_func
            self.reset()

    @property
    def random_state(self):
        """
        The state of the internal random number generator. In practice, it's
        the result of calling ``get_state()`` on a
        ``numpy.random.mtrand.RandomState`` object. You can try to set this
        property but be warned that if you do this and it fails, it will do
        so silently.
        """
        pass

    @random_state.setter  # NOQA
    def random_state(self, state):
        """
        Try to set the state of the random number generator but fail silently<commit_msg>Fix as emcee no longer provides an emcee.Sampler class<commit_after>""" Implements a NUTS Sampler for emcee
    http://dan.iel.fm/emcee/
"""
import numpy as np
from .nuts import nuts6
from .helpers import NutsSampler_fn_wrapper


__all__ = ['NUTSSampler', 'test_sampler']


class NUTSSampler:
    """ A sampler object mirroring emcee.sampler object definition"""

    def __init__(self, dim, lnprobfn, gradfn=None, *args, **kwargs):
            self.dim = dim
            self.f = NutsSampler_fn_wrapper(lnprobfn, gradfn, *args, **kwargs)
            self.lnprobfn = self.f.lnp_func
            self.gradfn = self.f.gradlnp_func
            self.reset()

    @property
    def random_state(self):
        """
        The state of the internal random number generator. In practice, it's
        the result of calling ``get_state()`` on a
        ``numpy.random.mtrand.RandomState`` object. You can try to set this
        property but be warned that if you do this and it fails, it will do
        so silently.
        """
        pass

    @random_state.setter  # NOQA
    def random_state(self, state):
        """
        Try to set the state of the random number generator but fail silently
{'fraction_non_alphanumeric': 0.09212730318257957, 'fraction_numerical': 0.0008375209380234506, 'mean_word_length': 2.571001494768311, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '7347136', 'n_tokens_mistral': 748, 'n_tokens_neox': 731, 'n_words': 243}