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-rw-r--r--pygments/lexers/_stan_builtins.py954
1 files changed, 482 insertions, 472 deletions
diff --git a/pygments/lexers/_stan_builtins.py b/pygments/lexers/_stan_builtins.py
index 97e98352..246cdd88 100644
--- a/pygments/lexers/_stan_builtins.py
+++ b/pygments/lexers/_stan_builtins.py
@@ -10,479 +10,489 @@
:license: BSD, see LICENSE for details.
"""
-KEYWORDS = ( u'else',
- u'for',
- u'if',
- u'in',
- u'increment_log_prob',
- u'lp__',
- u'print',
- u'return',
- u'while')
+KEYWORDS = (
+ 'else',
+ 'for',
+ 'if',
+ 'in',
+ 'increment_log_prob',
+ 'lp__',
+ 'print',
+ 'return',
+ 'while',
+)
-TYPES = ( u'cholesky_factor_corr',
- u'cholesky_factor_cov',
- u'corr_matrix',
- u'cov_matrix',
- u'int',
- u'matrix',
- u'ordered',
- u'positive_ordered',
- u'real',
- u'row_vector',
- u'simplex',
- u'unit_vector',
- u'vector',
- u'void')
+TYPES = (
+ 'cholesky_factor_corr',
+ 'cholesky_factor_cov',
+ 'corr_matrix',
+ 'cov_matrix',
+ 'int',
+ 'matrix',
+ 'ordered',
+ 'positive_ordered',
+ 'real',
+ 'row_vector',
+ 'simplex',
+ 'unit_vector',
+ 'vector',
+ 'void',
+)
-FUNCTIONS = ( u'Phi',
- u'Phi_approx',
- u'abs',
- u'acos',
- u'acosh',
- u'asin',
- u'asinh',
- u'atan',
- u'atan2',
- u'atanh',
- u'bernoulli_ccdf_log',
- u'bernoulli_cdf',
- u'bernoulli_cdf_log',
- u'bernoulli_log',
- u'bernoulli_logit_log',
- u'bernoulli_rng',
- u'bessel_first_kind',
- u'bessel_second_kind',
- u'beta_binomial_ccdf_log',
- u'beta_binomial_cdf',
- u'beta_binomial_cdf_log',
- u'beta_binomial_log',
- u'beta_binomial_rng',
- u'beta_ccdf_log',
- u'beta_cdf',
- u'beta_cdf_log',
- u'beta_log',
- u'beta_rng',
- u'binary_log_loss',
- u'binomial_ccdf_log',
- u'binomial_cdf',
- u'binomial_cdf_log',
- u'binomial_coefficient_log',
- u'binomial_log',
- u'binomial_logit_log',
- u'binomial_rng',
- u'block',
- u'categorical_log',
- u'categorical_logit_log',
- u'categorical_rng',
- u'cauchy_ccdf_log',
- u'cauchy_cdf',
- u'cauchy_cdf_log',
- u'cauchy_log',
- u'cauchy_rng',
- u'cbrt',
- u'ceil',
- u'chi_square_ccdf_log',
- u'chi_square_cdf',
- u'chi_square_cdf_log',
- u'chi_square_log',
- u'chi_square_rng',
- u'cholesky_decompose',
- u'col',
- u'cols',
- u'columns_dot_product',
- u'columns_dot_self',
- u'cos',
- u'cosh',
- u'crossprod',
- u'cumulative_sum',
- u'determinant',
- u'diag_matrix',
- u'diag_post_multiply',
- u'diag_pre_multiply',
- u'diagonal',
- u'digamma',
- u'dims',
- u'dirichlet_log',
- u'dirichlet_rng',
- u'distance',
- u'dot_product',
- u'dot_self',
- u'double_exponential_ccdf_log',
- u'double_exponential_cdf',
- u'double_exponential_cdf_log',
- u'double_exponential_log',
- u'double_exponential_rng',
- u'e',
- u'eigenvalues_sym',
- u'eigenvectors_sym',
- u'erf',
- u'erfc',
- u'exp',
- u'exp2',
- u'exp_mod_normal_ccdf_log',
- u'exp_mod_normal_cdf',
- u'exp_mod_normal_cdf_log',
- u'exp_mod_normal_log',
- u'exp_mod_normal_rng',
- u'expm1',
- u'exponential_ccdf_log',
- u'exponential_cdf',
- u'exponential_cdf_log',
- u'exponential_log',
- u'exponential_rng',
- u'fabs',
- u'falling_factorial',
- u'fdim',
- u'floor',
- u'fma',
- u'fmax',
- u'fmin',
- u'fmod',
- u'gamma_ccdf_log',
- u'gamma_cdf',
- u'gamma_cdf_log',
- u'gamma_log',
- u'gamma_p',
- u'gamma_q',
- u'gamma_rng',
- u'gaussian_dlm_obs_log',
- u'gumbel_ccdf_log',
- u'gumbel_cdf',
- u'gumbel_cdf_log',
- u'gumbel_log',
- u'gumbel_rng',
- u'head',
- u'hypergeometric_log',
- u'hypergeometric_rng',
- u'hypot',
- u'if_else',
- u'int_step',
- u'inv',
- u'inv_chi_square_ccdf_log',
- u'inv_chi_square_cdf',
- u'inv_chi_square_cdf_log',
- u'inv_chi_square_log',
- u'inv_chi_square_rng',
- u'inv_cloglog',
- u'inv_gamma_ccdf_log',
- u'inv_gamma_cdf',
- u'inv_gamma_cdf_log',
- u'inv_gamma_log',
- u'inv_gamma_rng',
- u'inv_logit',
- u'inv_sqrt',
- u'inv_square',
- u'inv_wishart_log',
- u'inv_wishart_rng',
- u'inverse',
- u'inverse_spd',
- u'lbeta',
- u'lgamma',
- u'lkj_corr_cholesky_log',
- u'lkj_corr_cholesky_rng',
- u'lkj_corr_log',
- u'lkj_corr_rng',
- u'lkj_cov_log',
- u'lmgamma',
- u'log',
- u'log10',
- u'log1m',
- u'log1m_exp',
- u'log1m_inv_logit',
- u'log1p',
- u'log1p_exp',
- u'log2',
- u'log_determinant',
- u'log_diff_exp',
- u'log_falling_factorial',
- u'log_inv_logit',
- u'log_rising_factorial',
- u'log_softmax',
- u'log_sum_exp',
- u'logistic_ccdf_log',
- u'logistic_cdf',
- u'logistic_cdf_log',
- u'logistic_log',
- u'logistic_rng',
- u'logit',
- u'lognormal_ccdf_log',
- u'lognormal_cdf',
- u'lognormal_cdf_log',
- u'lognormal_log',
- u'lognormal_rng',
- u'machine_precision',
- u'max',
- u'mdivide_left_tri_low',
- u'mdivide_right_tri_low',
- u'mean',
- u'min',
- u'modified_bessel_first_kind',
- u'modified_bessel_second_kind',
- u'multi_gp_log',
- u'multi_normal_cholesky_log',
- u'multi_normal_cholesky_rng',
- u'multi_normal_log',
- u'multi_normal_prec_log',
- u'multi_normal_rng',
- u'multi_student_t_log',
- u'multi_student_t_rng',
- u'multinomial_log',
- u'multinomial_rng',
- u'multiply_log',
- u'multiply_lower_tri_self_transpose',
- u'neg_binomial_2_log',
- u'neg_binomial_2_log_log',
- u'neg_binomial_2_log_rng',
- u'neg_binomial_2_rng',
- u'neg_binomial_ccdf_log',
- u'neg_binomial_cdf',
- u'neg_binomial_cdf_log',
- u'neg_binomial_log',
- u'neg_binomial_rng',
- u'negative_infinity',
- u'normal_ccdf_log',
- u'normal_cdf',
- u'normal_cdf_log',
- u'normal_log',
- u'normal_rng',
- u'not_a_number',
- u'ordered_logistic_log',
- u'ordered_logistic_rng',
- u'owens_t',
- u'pareto_ccdf_log',
- u'pareto_cdf',
- u'pareto_cdf_log',
- u'pareto_log',
- u'pareto_rng',
- u'pi',
- u'poisson_ccdf_log',
- u'poisson_cdf',
- u'poisson_cdf_log',
- u'poisson_log',
- u'poisson_log_log',
- u'poisson_rng',
- u'positive_infinity',
- u'pow',
- u'prod',
- u'qr_Q',
- u'qr_R',
- u'quad_form',
- u'quad_form_diag',
- u'quad_form_sym',
- u'rank',
- u'rayleigh_ccdf_log',
- u'rayleigh_cdf',
- u'rayleigh_cdf_log',
- u'rayleigh_log',
- u'rayleigh_rng',
- u'rep_array',
- u'rep_matrix',
- u'rep_row_vector',
- u'rep_vector',
- u'rising_factorial',
- u'round',
- u'row',
- u'rows',
- u'rows_dot_product',
- u'rows_dot_self',
- u'scaled_inv_chi_square_ccdf_log',
- u'scaled_inv_chi_square_cdf',
- u'scaled_inv_chi_square_cdf_log',
- u'scaled_inv_chi_square_log',
- u'scaled_inv_chi_square_rng',
- u'sd',
- u'segment',
- u'sin',
- u'singular_values',
- u'sinh',
- u'size',
- u'skew_normal_ccdf_log',
- u'skew_normal_cdf',
- u'skew_normal_cdf_log',
- u'skew_normal_log',
- u'skew_normal_rng',
- u'softmax',
- u'sort_asc',
- u'sort_desc',
- u'sort_indices_asc',
- u'sort_indices_desc',
- u'sqrt',
- u'sqrt2',
- u'square',
- u'squared_distance',
- u'step',
- u'student_t_ccdf_log',
- u'student_t_cdf',
- u'student_t_cdf_log',
- u'student_t_log',
- u'student_t_rng',
- u'sub_col',
- u'sub_row',
- u'sum',
- u'tail',
- u'tan',
- u'tanh',
- u'tcrossprod',
- u'tgamma',
- u'to_array_1d',
- u'to_array_2d',
- u'to_matrix',
- u'to_row_vector',
- u'to_vector',
- u'trace',
- u'trace_gen_quad_form',
- u'trace_quad_form',
- u'trigamma',
- u'trunc',
- u'uniform_ccdf_log',
- u'uniform_cdf',
- u'uniform_cdf_log',
- u'uniform_log',
- u'uniform_rng',
- u'variance',
- u'von_mises_log',
- u'von_mises_rng',
- u'weibull_ccdf_log',
- u'weibull_cdf',
- u'weibull_cdf_log',
- u'weibull_log',
- u'weibull_rng',
- u'wishart_log',
- u'wishart_rng')
+FUNCTIONS = (
+ 'Phi',
+ 'Phi_approx',
+ 'abs',
+ 'acos',
+ 'acosh',
+ 'asin',
+ 'asinh',
+ 'atan',
+ 'atan2',
+ 'atanh',
+ 'bernoulli_ccdf_log',
+ 'bernoulli_cdf',
+ 'bernoulli_cdf_log',
+ 'bernoulli_log',
+ 'bernoulli_logit_log',
+ 'bernoulli_rng',
+ 'bessel_first_kind',
+ 'bessel_second_kind',
+ 'beta_binomial_ccdf_log',
+ 'beta_binomial_cdf',
+ 'beta_binomial_cdf_log',
+ 'beta_binomial_log',
+ 'beta_binomial_rng',
+ 'beta_ccdf_log',
+ 'beta_cdf',
+ 'beta_cdf_log',
+ 'beta_log',
+ 'beta_rng',
+ 'binary_log_loss',
+ 'binomial_ccdf_log',
+ 'binomial_cdf',
+ 'binomial_cdf_log',
+ 'binomial_coefficient_log',
+ 'binomial_log',
+ 'binomial_logit_log',
+ 'binomial_rng',
+ 'block',
+ 'categorical_log',
+ 'categorical_logit_log',
+ 'categorical_rng',
+ 'cauchy_ccdf_log',
+ 'cauchy_cdf',
+ 'cauchy_cdf_log',
+ 'cauchy_log',
+ 'cauchy_rng',
+ 'cbrt',
+ 'ceil',
+ 'chi_square_ccdf_log',
+ 'chi_square_cdf',
+ 'chi_square_cdf_log',
+ 'chi_square_log',
+ 'chi_square_rng',
+ 'cholesky_decompose',
+ 'col',
+ 'cols',
+ 'columns_dot_product',
+ 'columns_dot_self',
+ 'cos',
+ 'cosh',
+ 'crossprod',
+ 'cumulative_sum',
+ 'determinant',
+ 'diag_matrix',
+ 'diag_post_multiply',
+ 'diag_pre_multiply',
+ 'diagonal',
+ 'digamma',
+ 'dims',
+ 'dirichlet_log',
+ 'dirichlet_rng',
+ 'distance',
+ 'dot_product',
+ 'dot_self',
+ 'double_exponential_ccdf_log',
+ 'double_exponential_cdf',
+ 'double_exponential_cdf_log',
+ 'double_exponential_log',
+ 'double_exponential_rng',
+ 'e',
+ 'eigenvalues_sym',
+ 'eigenvectors_sym',
+ 'erf',
+ 'erfc',
+ 'exp',
+ 'exp2',
+ 'exp_mod_normal_ccdf_log',
+ 'exp_mod_normal_cdf',
+ 'exp_mod_normal_cdf_log',
+ 'exp_mod_normal_log',
+ 'exp_mod_normal_rng',
+ 'expm1',
+ 'exponential_ccdf_log',
+ 'exponential_cdf',
+ 'exponential_cdf_log',
+ 'exponential_log',
+ 'exponential_rng',
+ 'fabs',
+ 'falling_factorial',
+ 'fdim',
+ 'floor',
+ 'fma',
+ 'fmax',
+ 'fmin',
+ 'fmod',
+ 'gamma_ccdf_log',
+ 'gamma_cdf',
+ 'gamma_cdf_log',
+ 'gamma_log',
+ 'gamma_p',
+ 'gamma_q',
+ 'gamma_rng',
+ 'gaussian_dlm_obs_log',
+ 'gumbel_ccdf_log',
+ 'gumbel_cdf',
+ 'gumbel_cdf_log',
+ 'gumbel_log',
+ 'gumbel_rng',
+ 'head',
+ 'hypergeometric_log',
+ 'hypergeometric_rng',
+ 'hypot',
+ 'if_else',
+ 'int_step',
+ 'inv',
+ 'inv_chi_square_ccdf_log',
+ 'inv_chi_square_cdf',
+ 'inv_chi_square_cdf_log',
+ 'inv_chi_square_log',
+ 'inv_chi_square_rng',
+ 'inv_cloglog',
+ 'inv_gamma_ccdf_log',
+ 'inv_gamma_cdf',
+ 'inv_gamma_cdf_log',
+ 'inv_gamma_log',
+ 'inv_gamma_rng',
+ 'inv_logit',
+ 'inv_sqrt',
+ 'inv_square',
+ 'inv_wishart_log',
+ 'inv_wishart_rng',
+ 'inverse',
+ 'inverse_spd',
+ 'lbeta',
+ 'lgamma',
+ 'lkj_corr_cholesky_log',
+ 'lkj_corr_cholesky_rng',
+ 'lkj_corr_log',
+ 'lkj_corr_rng',
+ 'lkj_cov_log',
+ 'lmgamma',
+ 'log',
+ 'log10',
+ 'log1m',
+ 'log1m_exp',
+ 'log1m_inv_logit',
+ 'log1p',
+ 'log1p_exp',
+ 'log2',
+ 'log_determinant',
+ 'log_diff_exp',
+ 'log_falling_factorial',
+ 'log_inv_logit',
+ 'log_rising_factorial',
+ 'log_softmax',
+ 'log_sum_exp',
+ 'logistic_ccdf_log',
+ 'logistic_cdf',
+ 'logistic_cdf_log',
+ 'logistic_log',
+ 'logistic_rng',
+ 'logit',
+ 'lognormal_ccdf_log',
+ 'lognormal_cdf',
+ 'lognormal_cdf_log',
+ 'lognormal_log',
+ 'lognormal_rng',
+ 'machine_precision',
+ 'max',
+ 'mdivide_left_tri_low',
+ 'mdivide_right_tri_low',
+ 'mean',
+ 'min',
+ 'modified_bessel_first_kind',
+ 'modified_bessel_second_kind',
+ 'multi_gp_log',
+ 'multi_normal_cholesky_log',
+ 'multi_normal_cholesky_rng',
+ 'multi_normal_log',
+ 'multi_normal_prec_log',
+ 'multi_normal_rng',
+ 'multi_student_t_log',
+ 'multi_student_t_rng',
+ 'multinomial_log',
+ 'multinomial_rng',
+ 'multiply_log',
+ 'multiply_lower_tri_self_transpose',
+ 'neg_binomial_2_log',
+ 'neg_binomial_2_log_log',
+ 'neg_binomial_2_log_rng',
+ 'neg_binomial_2_rng',
+ 'neg_binomial_ccdf_log',
+ 'neg_binomial_cdf',
+ 'neg_binomial_cdf_log',
+ 'neg_binomial_log',
+ 'neg_binomial_rng',
+ 'negative_infinity',
+ 'normal_ccdf_log',
+ 'normal_cdf',
+ 'normal_cdf_log',
+ 'normal_log',
+ 'normal_rng',
+ 'not_a_number',
+ 'ordered_logistic_log',
+ 'ordered_logistic_rng',
+ 'owens_t',
+ 'pareto_ccdf_log',
+ 'pareto_cdf',
+ 'pareto_cdf_log',
+ 'pareto_log',
+ 'pareto_rng',
+ 'pi',
+ 'poisson_ccdf_log',
+ 'poisson_cdf',
+ 'poisson_cdf_log',
+ 'poisson_log',
+ 'poisson_log_log',
+ 'poisson_rng',
+ 'positive_infinity',
+ 'pow',
+ 'prod',
+ 'qr_Q',
+ 'qr_R',
+ 'quad_form',
+ 'quad_form_diag',
+ 'quad_form_sym',
+ 'rank',
+ 'rayleigh_ccdf_log',
+ 'rayleigh_cdf',
+ 'rayleigh_cdf_log',
+ 'rayleigh_log',
+ 'rayleigh_rng',
+ 'rep_array',
+ 'rep_matrix',
+ 'rep_row_vector',
+ 'rep_vector',
+ 'rising_factorial',
+ 'round',
+ 'row',
+ 'rows',
+ 'rows_dot_product',
+ 'rows_dot_self',
+ 'scaled_inv_chi_square_ccdf_log',
+ 'scaled_inv_chi_square_cdf',
+ 'scaled_inv_chi_square_cdf_log',
+ 'scaled_inv_chi_square_log',
+ 'scaled_inv_chi_square_rng',
+ 'sd',
+ 'segment',
+ 'sin',
+ 'singular_values',
+ 'sinh',
+ 'size',
+ 'skew_normal_ccdf_log',
+ 'skew_normal_cdf',
+ 'skew_normal_cdf_log',
+ 'skew_normal_log',
+ 'skew_normal_rng',
+ 'softmax',
+ 'sort_asc',
+ 'sort_desc',
+ 'sort_indices_asc',
+ 'sort_indices_desc',
+ 'sqrt',
+ 'sqrt2',
+ 'square',
+ 'squared_distance',
+ 'step',
+ 'student_t_ccdf_log',
+ 'student_t_cdf',
+ 'student_t_cdf_log',
+ 'student_t_log',
+ 'student_t_rng',
+ 'sub_col',
+ 'sub_row',
+ 'sum',
+ 'tail',
+ 'tan',
+ 'tanh',
+ 'tcrossprod',
+ 'tgamma',
+ 'to_array_1d',
+ 'to_array_2d',
+ 'to_matrix',
+ 'to_row_vector',
+ 'to_vector',
+ 'trace',
+ 'trace_gen_quad_form',
+ 'trace_quad_form',
+ 'trigamma',
+ 'trunc',
+ 'uniform_ccdf_log',
+ 'uniform_cdf',
+ 'uniform_cdf_log',
+ 'uniform_log',
+ 'uniform_rng',
+ 'variance',
+ 'von_mises_log',
+ 'von_mises_rng',
+ 'weibull_ccdf_log',
+ 'weibull_cdf',
+ 'weibull_cdf_log',
+ 'weibull_log',
+ 'weibull_rng',
+ 'wishart_log',
+ 'wishart_rng',
+)
-DISTRIBUTIONS = ( u'bernoulli',
- u'bernoulli_logit',
- u'beta',
- u'beta_binomial',
- u'binomial',
- u'binomial_logit',
- u'categorical',
- u'categorical_logit',
- u'cauchy',
- u'chi_square',
- u'dirichlet',
- u'double_exponential',
- u'exp_mod_normal',
- u'exponential',
- u'gamma',
- u'gaussian_dlm_obs',
- u'gumbel',
- u'hypergeometric',
- u'inv_chi_square',
- u'inv_gamma',
- u'inv_wishart',
- u'lkj_corr',
- u'lkj_corr_cholesky',
- u'lkj_cov',
- u'logistic',
- u'lognormal',
- u'multi_gp',
- u'multi_normal',
- u'multi_normal_cholesky',
- u'multi_normal_prec',
- u'multi_student_t',
- u'multinomial',
- u'neg_binomial',
- u'neg_binomial_2',
- u'neg_binomial_2_log',
- u'normal',
- u'ordered_logistic',
- u'pareto',
- u'poisson',
- u'poisson_log',
- u'rayleigh',
- u'scaled_inv_chi_square',
- u'skew_normal',
- u'student_t',
- u'uniform',
- u'von_mises',
- u'weibull',
- u'wishart')
+DISTRIBUTIONS = (
+ 'bernoulli',
+ 'bernoulli_logit',
+ 'beta',
+ 'beta_binomial',
+ 'binomial',
+ 'binomial_logit',
+ 'categorical',
+ 'categorical_logit',
+ 'cauchy',
+ 'chi_square',
+ 'dirichlet',
+ 'double_exponential',
+ 'exp_mod_normal',
+ 'exponential',
+ 'gamma',
+ 'gaussian_dlm_obs',
+ 'gumbel',
+ 'hypergeometric',
+ 'inv_chi_square',
+ 'inv_gamma',
+ 'inv_wishart',
+ 'lkj_corr',
+ 'lkj_corr_cholesky',
+ 'lkj_cov',
+ 'logistic',
+ 'lognormal',
+ 'multi_gp',
+ 'multi_normal',
+ 'multi_normal_cholesky',
+ 'multi_normal_prec',
+ 'multi_student_t',
+ 'multinomial',
+ 'neg_binomial',
+ 'neg_binomial_2',
+ 'neg_binomial_2_log',
+ 'normal',
+ 'ordered_logistic',
+ 'pareto',
+ 'poisson',
+ 'poisson_log',
+ 'rayleigh',
+ 'scaled_inv_chi_square',
+ 'skew_normal',
+ 'student_t',
+ 'uniform',
+ 'von_mises',
+ 'weibull',
+ 'wishart',
+)
-RESERVED = ( u'alignas',
- u'alignof',
- u'and',
- u'and_eq',
- u'asm',
- u'auto',
- u'bitand',
- u'bitor',
- u'bool',
- u'break',
- u'case',
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- u'float',
- u'friend',
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- u'using',
- u'var',
- u'virtual',
- u'void',
- u'volatile',
- u'wchar_t',
- u'xor',
- u'xor_eq')
+RESERVED = (
+ 'alignas',
+ 'alignof',
+ 'and',
+ 'and_eq',
+ 'asm',
+ 'auto',
+ 'bitand',
+ 'bitor',
+ 'bool',
+ 'break',
+ 'case',
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+ 'char',
+ 'char16_t',
+ 'char32_t',
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+ 'const_cast',
+ 'constexpr',
+ 'continue',
+ 'decltype',
+ 'default',
+ 'delete',
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+ 'double',
+ 'dynamic_cast',
+ 'enum',
+ 'explicit',
+ 'export',
+ 'extern',
+ 'false',
+ 'false',
+ 'float',
+ 'friend',
+ 'fvar',
+ 'goto',
+ 'inline',
+ 'int',
+ 'long',
+ 'mutable',
+ 'namespace',
+ 'new',
+ 'noexcept',
+ 'not',
+ 'not_eq',
+ 'nullptr',
+ 'operator',
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+ 'reinterpret_cast',
+ 'repeat',
+ 'short',
+ 'signed',
+ 'sizeof',
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+ 'static_assert',
+ 'static_cast',
+ 'struct',
+ 'switch',
+ 'template',
+ 'then',
+ 'this',
+ 'thread_local',
+ 'throw',
+ 'true',
+ 'true',
+ 'try',
+ 'typedef',
+ 'typeid',
+ 'typename',
+ 'union',
+ 'unsigned',
+ 'until',
+ 'using',
+ 'var',
+ 'virtual',
+ 'void',
+ 'volatile',
+ 'wchar_t',
+ 'xor',
+ 'xor_eq',
+)