From ef495c688198d89cf0277ca7d85bf6379d6bf492 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sun, 3 May 2026 20:31:56 +0000
Subject: [PATCH 1/2] style: align `stats/base/dists/logistic/stdev` with
 namespace conventions

Add Julia fixture infrastructure (`test/fixtures/julia/REQUIRE` and
`test/fixtures/julia/runner.jl`) to match the namespace convention
used by 13/15 sibling packages (87%). The runner mirrors
`stats/base/dists/logistic/variance/test/fixtures/julia/runner.jl`,
substituting `Distributions.std` for `Distributions.var`. Existing
Python fixtures are left untouched; switching the test suite over to
the Julia data is left to a follow-up maintainer call.
---
 .../stdev/test/fixtures/julia/REQUIRE         |  3 +
 .../stdev/test/fixtures/julia/runner.jl       | 73 +++++++++++++++++++
 2 files changed, 76 insertions(+)
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/logistic/stdev/test/fixtures/julia/REQUIRE
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/logistic/stdev/test/fixtures/julia/runner.jl

diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/stdev/test/fixtures/julia/REQUIRE b/lib/node_modules/@stdlib/stats/base/dists/logistic/stdev/test/fixtures/julia/REQUIRE
new file mode 100644
index 000000000000..98be20b58ed3
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/stdev/test/fixtures/julia/REQUIRE
@@ -0,0 +1,3 @@
+Distributions 0.23.8
+julia 1.5
+JSON 0.21
diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/stdev/test/fixtures/julia/runner.jl b/lib/node_modules/@stdlib/stats/base/dists/logistic/stdev/test/fixtures/julia/runner.jl
new file mode 100644
index 000000000000..228fd0c0d2b5
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/stdev/test/fixtures/julia/runner.jl
@@ -0,0 +1,73 @@
+#!/usr/bin/env julia
+#
+# @license Apache-2.0
+#
+# Copyright (c) 2018 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import Distributions: std, Logistic
+import JSON
+
+"""
+	gen( mu, s, name )
+
+Generate fixture data and write to file.
+
+# Arguments
+
+* `mu`: location parameter
+* `s`: scale parameter
+* `name::AbstractString`: output filename
+
+# Examples
+
+``` julia
+julia> mu = rand( 1000 ) .* -10.0;
+julia> s = rand( 1000 ) .* 5.0;
+julia> gen( mu, s, "data.json" );
+```
+"""
+function gen( mu, s, name )
+	z = Array{Float64}( undef, length(mu) );
+	for i in eachindex(mu)
+		z[ i ] = std( Logistic( mu[i], s[i] ) );
+	end
+
+	# Store data to be written to file as a collection:
+	data = Dict([
+		("mu", mu),
+		("s", s),
+		("expected", z)
+	]);
+
+	# Based on the script directory, create an output filepath:
+	filepath = joinpath( dir, name );
+
+	# Write the data to the output filepath as JSON:
+	outfile = open( filepath, "w" );
+	write( outfile, JSON.json(data) );
+	write( outfile, "\n" );
+	close( outfile );
+end
+
+# Get the filename:
+file = @__FILE__;
+
+# Extract the directory in which this file resides:
+dir = dirname( file );
+
+# Generate fixtures:
+mu = rand( 100 ) .* 2.0 .- 4.0;
+s = rand( 100 ) .* 5.0;
+gen( mu, s, "data.json" );

From 48f8014ab29382b3d6a2078bf364534061b14326 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sun, 3 May 2026 20:34:33 +0000
Subject: [PATCH 2/2] fix: set 2026 copyright year on new
 `stats/base/dists/logistic/stdev` Julia runner

Lint Copyright Years CI failed because the file was scaffolded from
the 2018-vintage `variance/test/fixtures/julia/runner.jl` template
without resetting the year on a newly added file.
---
 .../base/dists/logistic/stdev/test/fixtures/julia/runner.jl     | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/stdev/test/fixtures/julia/runner.jl b/lib/node_modules/@stdlib/stats/base/dists/logistic/stdev/test/fixtures/julia/runner.jl
index 228fd0c0d2b5..70abf7b7dbca 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/logistic/stdev/test/fixtures/julia/runner.jl
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/stdev/test/fixtures/julia/runner.jl
@@ -2,7 +2,7 @@
 #
 # @license Apache-2.0
 #
-# Copyright (c) 2018 The Stdlib Authors.
+# Copyright (c) 2026 The Stdlib Authors.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.