From d9d2230862c58078803014f2861618635de54291 Mon Sep 17 00:00:00 2001
From: jorenham <jhammudoglu@gmail.com>
Date: Wed, 28 Aug 2024 21:16:40 +0200
Subject: [PATCH] type-hint `scipy.stats._discrete_distns`

---
 scipy-stubs/stats/_discrete_distns.pyi | 126 ++++++++++---------------
 1 file changed, 50 insertions(+), 76 deletions(-)

diff --git a/scipy-stubs/stats/_discrete_distns.pyi b/scipy-stubs/stats/_discrete_distns.pyi
index 97efcd93..0182e172 100644
--- a/scipy-stubs/stats/_discrete_distns.pyi
+++ b/scipy-stubs/stats/_discrete_distns.pyi
@@ -1,95 +1,69 @@
-from ._distn_infrastructure import get_distribution_names as get_distribution_names, rv_discrete as rv_discrete
-from scipy import special as special
-from scipy._lib._util import rng_integers as rng_integers
-from scipy._typing import Untyped
-from scipy.interpolate import interp1d as interp1d
-from scipy.special import betaln as betaln, entr as entr, logsumexp as logsumexp, zeta as zeta
+from typing import Final
+
+from ._distn_infrastructure import rv_discrete
+
+__all__ = [
+    "bernoulli",
+    "betabinom",
+    "betanbinom",
+    "binom",
+    "boltzmann",
+    "dlaplace",
+    "geom",
+    "hypergeom",
+    "logser",
+    "nbinom",
+    "nchypergeom_fisher",
+    "nchypergeom_wallenius",
+    "nhypergeom",
+    "planck",
+    "poisson",
+    "randint",
+    "skellam",
+    "yulesimon",
+    "zipf",
+    "zipfian",
+]
 
 class binom_gen(rv_discrete): ...
-
-binom: Untyped
-
 class bernoulli_gen(binom_gen): ...
-
-bernoulli: Untyped
-
 class betabinom_gen(rv_discrete): ...
-
-betabinom: Untyped
-
 class nbinom_gen(rv_discrete): ...
-
-nbinom: Untyped
-
 class betanbinom_gen(rv_discrete): ...
-
-betanbinom: Untyped
-
 class geom_gen(rv_discrete): ...
-
-geom: Untyped
-
 class hypergeom_gen(rv_discrete): ...
-
-hypergeom: Untyped
-
 class nhypergeom_gen(rv_discrete): ...
-
-nhypergeom: Untyped
-
 class logser_gen(rv_discrete): ...
-
-logser: Untyped
-
 class poisson_gen(rv_discrete): ...
-
-poisson: Untyped
-
 class planck_gen(rv_discrete): ...
-
-planck: Untyped
-
 class boltzmann_gen(rv_discrete): ...
-
-boltzmann: Untyped
-
 class randint_gen(rv_discrete): ...
-
-randint: Untyped
-
 class zipf_gen(rv_discrete): ...
-
-zipf: Untyped
-
 class zipfian_gen(rv_discrete): ...
-
-zipfian: Untyped
-
 class dlaplace_gen(rv_discrete): ...
-
-dlaplace: Untyped
-
 class skellam_gen(rv_discrete): ...
-
-skellam: Untyped
-
 class yulesimon_gen(rv_discrete): ...
-
-yulesimon: Untyped
-
-class _nchypergeom_gen(rv_discrete):
-    rvs_name: Untyped
-    dist: Untyped
-
-class nchypergeom_fisher_gen(_nchypergeom_gen):
-    rvs_name: str
-    dist: Untyped
-
-nchypergeom_fisher: Untyped
-
-class nchypergeom_wallenius_gen(_nchypergeom_gen):
-    rvs_name: str
-    dist: Untyped
-
-nchypergeom_wallenius: Untyped
-pairs: Untyped
+class _nchypergeom_gen(rv_discrete): ...
+class nchypergeom_fisher_gen(_nchypergeom_gen): ...
+class nchypergeom_wallenius_gen(_nchypergeom_gen): ...
+
+binom: Final[binom_gen]
+bernoulli: Final[bernoulli_gen]
+betabinom: Final[betabinom_gen]
+nbinom: Final[nbinom_gen]
+betanbinom: Final[betanbinom_gen]
+geom: Final[geom_gen]
+hypergeom: Final[hypergeom_gen]
+nhypergeom: Final[nhypergeom_gen]
+logser: Final[logser_gen]
+poisson: Final[poisson_gen]
+planck: Final[planck_gen]
+boltzmann: Final[boltzmann_gen]
+randint: Final[randint_gen]
+zipf: Final[zipf_gen]
+zipfian: Final[zipfian_gen]
+dlaplace: Final[dlaplace_gen]
+skellam: Final[skellam_gen]
+yulesimon: Final[yulesimon_gen]
+nchypergeom_fisher: Final[nchypergeom_fisher_gen]
+nchypergeom_wallenius: Final[nchypergeom_wallenius_gen]