library/compiler-builtins/libm-test/src/run_cfg.rs - rust - Git at Google

 //! Configuration for how tests get run.

 use std::ops::RangeInclusive;
 use std::sync::LazyLock;
 use std::{env, str};

 use crate::generate::random::{SEED, SEED_ENV};
 use crate::{BaseName, FloatTy, Identifier, test_log};

 /// The environment variable indicating which extensive tests should be run.
 pub const EXTENSIVE_ENV: &str = "LIBM_EXTENSIVE_TESTS";

 /// Specify the number of iterations via this environment variable, rather than using the default.
 pub const EXTENSIVE_ITER_ENV: &str = "LIBM_EXTENSIVE_ITERATIONS";

 /// The override value, if set by the above environment.
 static EXTENSIVE_ITER_OVERRIDE: LazyLock<Option<u64>> = LazyLock::new(|| {
     env::var(EXTENSIVE_ITER_ENV)
         .map(|v| v.parse().expect("failed to parse iteration count"))
         .ok()
 });

 /// Specific tests that need to have a reduced amount of iterations to complete in a reasonable
 /// amount of time.
 const EXTREMELY_SLOW_TESTS: &[SlowTest] = &[
     SlowTest {
         ident: Identifier::Fmodf128,
         gen_kind: GeneratorKind::Spaced,
         extensive: false,
         reduce_factor: 50,
     },
     SlowTest {
         ident: Identifier::Fmodf128,
         gen_kind: GeneratorKind::Spaced,
         extensive: true,
         reduce_factor: 50,
     },
 ];

 /// A pattern to match a `CheckCtx`, plus a factor to reduce by.
 struct SlowTest {
     ident: Identifier,
     gen_kind: GeneratorKind,
     extensive: bool,
     reduce_factor: u64,
 }

 impl SlowTest {
     /// True if the test in `CheckCtx` should be reduced by `reduce_factor`.
     fn matches_ctx(&self, ctx: &CheckCtx) -> bool {
         self.ident == ctx.fn_ident
             && self.gen_kind == ctx.gen_kind
             && self.extensive == ctx.extensive
     }
 }

 /// Maximum number of iterations to run for a single routine.
 ///
 /// The default value of one greater than `u32::MAX` allows testing single-argument `f32` routines
 /// and single- or double-argument `f16` routines exhaustively. `f64` and `f128` can't feasibly
 /// be tested exhaustively; however, [`EXTENSIVE_ITER_ENV`] can be set to run tests for multiple
 /// hours.
 pub fn extensive_max_iterations() -> u64 {
     let default = 1 << 32; // default value
     EXTENSIVE_ITER_OVERRIDE.unwrap_or(default)
 }

 /// Context passed to [`CheckOutput`].
 #[derive(Clone, Debug, PartialEq, Eq)]
 pub struct CheckCtx {
     /// Allowed ULP deviation
     pub ulp: u32,
     pub fn_ident: Identifier,
     pub base_name: BaseName,
     /// Function name.
     pub fn_name: &'static str,
     /// Return the unsuffixed version of the function name.
     pub base_name_str: &'static str,
     /// Source of truth for tests.
     pub basis: CheckBasis,
     pub gen_kind: GeneratorKind,
     pub extensive: bool,
     /// If specified, this value will override the value returned by [`iteration_count`].
     pub override_iterations: Option<u64>,
 }

 impl CheckCtx {
     /// Create a new check context, using the default ULP for the function.
     pub fn new(fn_ident: Identifier, basis: CheckBasis, gen_kind: GeneratorKind) -> Self {
         let mut ret = Self {
             ulp: 0,
             fn_ident,
             fn_name: fn_ident.as_str(),
             base_name: fn_ident.base_name(),
             base_name_str: fn_ident.base_name().as_str(),
             basis,
             gen_kind,
             extensive: false,
             override_iterations: None,
         };
         ret.ulp = crate::default_ulp(&ret);
         ret
     }

     /// Configure that this is an extensive test.
     pub fn extensive(mut self, extensive: bool) -> Self {
         self.extensive = extensive;
         self
     }

     /// The number of input arguments for this function.
     pub fn input_count(&self) -> usize {
         self.fn_ident.math_op().rust_sig.args.len()
     }

     pub fn override_iterations(&mut self, count: u64) {
         self.override_iterations = Some(count)
     }
 }

 /// Possible items to test against
 #[derive(Clone, Debug, PartialEq, Eq)]
 pub enum CheckBasis {
     /// Check against Musl's math sources.
     Musl,
     /// Check against infinite precision (MPFR).
     Mpfr,
     /// Benchmarks or other times when this is not relevant.
     None,
 }

 /// The different kinds of generators that provide test input, which account for input pattern
 /// and quantity.
 #[derive(Clone, Copy, Debug, PartialEq, Eq)]
 pub enum GeneratorKind {
     /// Extremes, zeros, nonstandard numbers, etc.
     EdgeCases,
     /// Spaced by logarithm (floats) or linear (integers).
     Spaced,
     /// Test inputs from an RNG.
     Random,
     /// A provided test case list.
     List,
 }

 /// A list of all functions that should get extensive tests, as configured by environment variable.
 ///
 /// This also supports the special test name `all` to run all tests, as well as `all_f16`,
 /// `all_f32`, `all_f64`, and `all_f128` to run all tests for a specific float type.
 static EXTENSIVE: LazyLock<Vec<Identifier>> = LazyLock::new(|| {
     let var = env::var(EXTENSIVE_ENV).unwrap_or_default();
     let list = var.split(",").filter(|s| !s.is_empty()).collect::<Vec<_>>();
     let mut ret = Vec::new();

     let append_ty_ops = |ret: &mut Vec<_>, fty: FloatTy| {
         let iter = Identifier::ALL
             .iter()
             .filter(move |id| id.math_op().float_ty == fty)
             .copied();
         ret.extend(iter);
     };

     for item in list {
         match item {
             "all" => ret = Identifier::ALL.to_owned(),
             "all_f16" => append_ty_ops(&mut ret, FloatTy::F16),
             "all_f32" => append_ty_ops(&mut ret, FloatTy::F32),
             "all_f64" => append_ty_ops(&mut ret, FloatTy::F64),
             "all_f128" => append_ty_ops(&mut ret, FloatTy::F128),
             s => {
                 let id = Identifier::from_str(s)
                     .unwrap_or_else(|| panic!("unrecognized test name `{s}`"));
                 ret.push(id);
             }
         }
     }

     ret
 });

 /// Information about the function to be tested.
 #[derive(Debug)]
 struct TestEnv {
     /// Tests should be reduced because the platform is slow. E.g. 32-bit or emulated.
     slow_platform: bool,
     /// The float cannot be tested exhaustively, `f64` or `f128`.
     large_float_ty: bool,
     /// Env indicates that an extensive test should be run.
     should_run_extensive: bool,
     /// Multiprecision tests will be run.
     mp_tests_enabled: bool,
     /// The number of inputs to the function.
     input_count: usize,
 }

 impl TestEnv {
     fn from_env(ctx: &CheckCtx) -> Self {
         let id = ctx.fn_ident;
         let op = id.math_op();

         let will_run_mp = cfg!(feature = "build-mpfr");
         let large_float_ty = match op.float_ty {
             FloatTy::F16 | FloatTy::F32 => false,
             FloatTy::F64 | FloatTy::F128 => true,
         };

         let will_run_extensive = EXTENSIVE.contains(&id);

         let input_count = op.rust_sig.args.len();

         Self {
             slow_platform: slow_platform(),
             large_float_ty,
             should_run_extensive: will_run_extensive,
             mp_tests_enabled: will_run_mp,
             input_count,
         }
     }
 }

 /// Tests are pretty slow on non-64-bit targets, x86 MacOS, and targets that run in QEMU. Start
 /// with a reduced number on these platforms.
 fn slow_platform() -> bool {
     let slow_on_ci = crate::emulated()
         || usize::BITS < 64
         || cfg!(all(target_arch = "x86_64", target_vendor = "apple"));

     // If not running in CI, there is no need to reduce iteration count.
     slow_on_ci && crate::ci()
 }

 /// The number of iterations to run for a given test.
 pub fn iteration_count(ctx: &CheckCtx, argnum: usize) -> u64 {
     let t_env = TestEnv::from_env(ctx);

     // Ideally run 5M tests
     let mut domain_iter_count: u64 = 4_000_000;

     // Start with a reduced number of tests on slow platforms.
     if t_env.slow_platform {
         domain_iter_count = 100_000;
     }

     // If we will be running tests against MPFR, we don't need to test as much against musl.
     // However, there are some platforms where we have to test against musl since MPFR can't be
     // built.
     if t_env.mp_tests_enabled && ctx.basis == CheckBasis::Musl {
         domain_iter_count /= 100;
     }

     // Run fewer random tests than domain tests.
     let random_iter_count = domain_iter_count / 100;

     let mut total_iterations = match ctx.gen_kind {
         GeneratorKind::Spaced if ctx.extensive => extensive_max_iterations(),
         GeneratorKind::Spaced => domain_iter_count,
         GeneratorKind::Random => random_iter_count,
         GeneratorKind::EdgeCases | GeneratorKind::List => {
             unimplemented!("shoudn't need `iteration_count` for {:?}", ctx.gen_kind)
         }
     };

     // Larger float types get more iterations.
     if t_env.large_float_ty {
         if ctx.extensive {
             // Extensive already has a pretty high test count.
             total_iterations *= 2;
         } else {
             total_iterations *= 4;
         }
     }

     // Functions with more arguments get more iterations.
     let arg_multiplier = 1 << (t_env.input_count - 1);
     total_iterations *= arg_multiplier;

     // FMA has a huge domain but is reasonably fast to run, so increase another 1.5x.
     if ctx.base_name == BaseName::Fma {
         total_iterations = 3 * total_iterations / 2;
     }

     // Some tests are significantly slower than others and need to be further reduced.
     if let Some(slow) = EXTREMELY_SLOW_TESTS
         .iter()
         .find(|slow| slow.matches_ctx(ctx))
     {
         // However, do not override if the extensive iteration count has been manually set.
         if !(ctx.extensive && EXTENSIVE_ITER_OVERRIDE.is_some()) {
             total_iterations /= slow.reduce_factor;
         }
     }

     if cfg!(optimizations_enabled) {
         // Always run at least 10,000 tests.
         total_iterations = total_iterations.max(10_000);
     } else {
         // Without optimizations, just run a quick check regardless of other parameters.
         total_iterations = 800;
     }

     let mut overridden = false;
     if let Some(count) = ctx.override_iterations {
         total_iterations = count;
         overridden = true;
     }

     // Adjust for the number of inputs
     let ntests = match t_env.input_count {
         1 => total_iterations,
         2 => (total_iterations as f64).sqrt().ceil() as u64,
         3 => (total_iterations as f64).cbrt().ceil() as u64,
         _ => panic!("test has more than three arguments"),
     };

     let total = ntests.pow(t_env.input_count.try_into().unwrap());

     let seed_msg = match ctx.gen_kind {
         GeneratorKind::Spaced => String::new(),
         GeneratorKind::Random => {
             format!(
                 " using `{SEED_ENV}={}`",
                 str::from_utf8(SEED.as_slice()).unwrap()
             )
         }
         GeneratorKind::EdgeCases | GeneratorKind::List => unimplemented!(),
     };

     test_log(&format!(
         "{gen_kind:?} {basis:?} {fn_ident} arg {arg}/{args}: {ntests} iterations \
          ({total} total){seed_msg}{omsg}",
         gen_kind = ctx.gen_kind,
         basis = ctx.basis,
         fn_ident = ctx.fn_ident,
         arg = argnum + 1,
         args = t_env.input_count,
         omsg = if overridden { " (overridden)" } else { "" }
     ));

     ntests
 }

 /// Some tests require that an integer be kept within reasonable limits; generate that here.
 pub fn int_range(ctx: &CheckCtx, argnum: usize) -> RangeInclusive<i32> {
     let t_env = TestEnv::from_env(ctx);

     if !matches!(ctx.base_name, BaseName::Jn | BaseName::Yn) {
         return i32::MIN..=i32::MAX;
     }

     assert_eq!(
         argnum, 0,
         "For `jn`/`yn`, only the first argument takes an integer"
     );

     // The integer argument to `jn` is an iteration count. Limit this to ensure tests can be
     // completed in a reasonable amount of time.
     let non_extensive_range = if t_env.slow_platform || !cfg!(optimizations_enabled) {
         (-0xf)..=0xff
     } else {
         (-0xff)..=0xffff
     };

     let extensive_range = (-0xfff)..=0xfffff;

     match ctx.gen_kind {
         _ if ctx.extensive => extensive_range,
         GeneratorKind::Spaced | GeneratorKind::Random => non_extensive_range,
         GeneratorKind::EdgeCases => extensive_range,
         GeneratorKind::List => unimplemented!("shoudn't need range for {:?}", ctx.gen_kind),
     }
 }

 /// For domain tests, limit how many asymptotes or specified check points we test.
 pub fn check_point_count(ctx: &CheckCtx) -> usize {
     assert_eq!(
         ctx.gen_kind,
         GeneratorKind::EdgeCases,
         "check_point_count is intended for edge case tests"
     );
     let t_env = TestEnv::from_env(ctx);
     if t_env.slow_platform || !cfg!(optimizations_enabled) {
         4
     } else {
         10
     }
 }

 /// When validating points of interest (e.g. asymptotes, inflection points, extremes), also check
 /// this many surrounding values.
 pub fn check_near_count(ctx: &CheckCtx) -> u64 {
     assert_eq!(
         ctx.gen_kind,
         GeneratorKind::EdgeCases,
         "check_near_count is intended for edge case tests"
     );
     if cfg!(optimizations_enabled) {
         // Taper based on the number of inputs.
         match ctx.input_count() {
             1 | 2 => 100,
             3 => 50,
             x => panic!("unexpected argument count {x}"),
         }
     } else {
         8
     }
 }

 /// Check whether extensive actions should be run or skipped.
 pub fn skip_extensive_test(ctx: &CheckCtx) -> bool {
     let t_env = TestEnv::from_env(ctx);
     !t_env.should_run_extensive
 }

 /// The number of iterations to run for `u256` fuzz tests.
 pub fn bigint_fuzz_iteration_count() -> u64 {
     if !cfg!(optimizations_enabled) {
         return 1000;
     }

     if slow_platform() { 100_000 } else { 5_000_000 }
 }
	//! Configuration for how tests get run.

	use std::ops::RangeInclusive;
	use std::sync::LazyLock;
	use std::{env, str};

	use crate::generate::random::{SEED, SEED_ENV};
	use crate::{BaseName, FloatTy, Identifier, test_log};

	/// The environment variable indicating which extensive tests should be run.
	pub const EXTENSIVE_ENV: &str = "LIBM_EXTENSIVE_TESTS";

	/// Specify the number of iterations via this environment variable, rather than using the default.
	pub const EXTENSIVE_ITER_ENV: &str = "LIBM_EXTENSIVE_ITERATIONS";

	/// The override value, if set by the above environment.
	static EXTENSIVE_ITER_OVERRIDE: LazyLock<Option<u64>> = LazyLock::new(\|\| {
	env::var(EXTENSIVE_ITER_ENV)
	.map(\|v\| v.parse().expect("failed to parse iteration count"))
	.ok()
	});

	/// Specific tests that need to have a reduced amount of iterations to complete in a reasonable
	/// amount of time.
	const EXTREMELY_SLOW_TESTS: &[SlowTest] = &[
	SlowTest {
	ident: Identifier::Fmodf128,
	gen_kind: GeneratorKind::Spaced,
	extensive: false,
	reduce_factor: 50,
	},
	SlowTest {
	ident: Identifier::Fmodf128,
	gen_kind: GeneratorKind::Spaced,
	extensive: true,
	reduce_factor: 50,
	},
	];

	/// A pattern to match a `CheckCtx`, plus a factor to reduce by.
	struct SlowTest {
	ident: Identifier,
	gen_kind: GeneratorKind,
	extensive: bool,
	reduce_factor: u64,
	}

	impl SlowTest {
	/// True if the test in `CheckCtx` should be reduced by `reduce_factor`.
	fn matches_ctx(&self, ctx: &CheckCtx) -> bool {
	self.ident == ctx.fn_ident
	&& self.gen_kind == ctx.gen_kind
	&& self.extensive == ctx.extensive
	}
	}

	/// Maximum number of iterations to run for a single routine.
	///
	/// The default value of one greater than `u32::MAX` allows testing single-argument `f32` routines
	/// and single- or double-argument `f16` routines exhaustively. `f64` and `f128` can't feasibly
	/// be tested exhaustively; however, [`EXTENSIVE_ITER_ENV`] can be set to run tests for multiple
	/// hours.
	pub fn extensive_max_iterations() -> u64 {
	let default = 1 << 32; // default value
	EXTENSIVE_ITER_OVERRIDE.unwrap_or(default)
	}

	/// Context passed to [`CheckOutput`].
	#[derive(Clone, Debug, PartialEq, Eq)]
	pub struct CheckCtx {
	/// Allowed ULP deviation
	pub ulp: u32,
	pub fn_ident: Identifier,
	pub base_name: BaseName,
	/// Function name.
	pub fn_name: &'static str,
	/// Return the unsuffixed version of the function name.
	pub base_name_str: &'static str,
	/// Source of truth for tests.
	pub basis: CheckBasis,
	pub gen_kind: GeneratorKind,
	pub extensive: bool,
	/// If specified, this value will override the value returned by [`iteration_count`].
	pub override_iterations: Option<u64>,
	}

	impl CheckCtx {
	/// Create a new check context, using the default ULP for the function.
	pub fn new(fn_ident: Identifier, basis: CheckBasis, gen_kind: GeneratorKind) -> Self {
	let mut ret = Self {
	ulp: 0,
	fn_ident,
	fn_name: fn_ident.as_str(),
	base_name: fn_ident.base_name(),
	base_name_str: fn_ident.base_name().as_str(),
	basis,
	gen_kind,
	extensive: false,
	override_iterations: None,
	};
	ret.ulp = crate::default_ulp(&ret);
	ret
	}

	/// Configure that this is an extensive test.
	pub fn extensive(mut self, extensive: bool) -> Self {
	self.extensive = extensive;
	self
	}

	/// The number of input arguments for this function.
	pub fn input_count(&self) -> usize {
	self.fn_ident.math_op().rust_sig.args.len()
	}

	pub fn override_iterations(&mut self, count: u64) {
	self.override_iterations = Some(count)
	}
	}

	/// Possible items to test against
	#[derive(Clone, Debug, PartialEq, Eq)]
	pub enum CheckBasis {
	/// Check against Musl's math sources.
	Musl,
	/// Check against infinite precision (MPFR).
	Mpfr,
	/// Benchmarks or other times when this is not relevant.
	None,
	}

	/// The different kinds of generators that provide test input, which account for input pattern
	/// and quantity.
	#[derive(Clone, Copy, Debug, PartialEq, Eq)]
	pub enum GeneratorKind {
	/// Extremes, zeros, nonstandard numbers, etc.
	EdgeCases,
	/// Spaced by logarithm (floats) or linear (integers).
	Spaced,
	/// Test inputs from an RNG.
	Random,
	/// A provided test case list.
	List,
	}

	/// A list of all functions that should get extensive tests, as configured by environment variable.
	///
	/// This also supports the special test name `all` to run all tests, as well as `all_f16`,
	/// `all_f32`, `all_f64`, and `all_f128` to run all tests for a specific float type.
	static EXTENSIVE: LazyLock<Vec<Identifier>> = LazyLock::new(\|\| {
	let var = env::var(EXTENSIVE_ENV).unwrap_or_default();
	let list = var.split(",").filter(\|s\| !s.is_empty()).collect::<Vec<_>>();
	let mut ret = Vec::new();

	let append_ty_ops = \|ret: &mut Vec<_>, fty: FloatTy\| {
	let iter = Identifier::ALL
	.iter()
	.filter(move \|id\| id.math_op().float_ty == fty)
	.copied();
	ret.extend(iter);
	};

	for item in list {
	match item {
	"all" => ret = Identifier::ALL.to_owned(),
	"all_f16" => append_ty_ops(&mut ret, FloatTy::F16),
	"all_f32" => append_ty_ops(&mut ret, FloatTy::F32),
	"all_f64" => append_ty_ops(&mut ret, FloatTy::F64),
	"all_f128" => append_ty_ops(&mut ret, FloatTy::F128),
	s => {
	let id = Identifier::from_str(s)
	.unwrap_or_else(\|\| panic!("unrecognized test name `{s}`"));
	ret.push(id);
	}
	}
	}

	ret
	});

	/// Information about the function to be tested.
	#[derive(Debug)]
	struct TestEnv {
	/// Tests should be reduced because the platform is slow. E.g. 32-bit or emulated.
	slow_platform: bool,
	/// The float cannot be tested exhaustively, `f64` or `f128`.
	large_float_ty: bool,
	/// Env indicates that an extensive test should be run.
	should_run_extensive: bool,
	/// Multiprecision tests will be run.
	mp_tests_enabled: bool,
	/// The number of inputs to the function.
	input_count: usize,
	}

	impl TestEnv {
	fn from_env(ctx: &CheckCtx) -> Self {
	let id = ctx.fn_ident;
	let op = id.math_op();

	let will_run_mp = cfg!(feature = "build-mpfr");
	let large_float_ty = match op.float_ty {
	FloatTy::F16 \| FloatTy::F32 => false,
	FloatTy::F64 \| FloatTy::F128 => true,
	};

	let will_run_extensive = EXTENSIVE.contains(&id);

	let input_count = op.rust_sig.args.len();

	Self {
	slow_platform: slow_platform(),
	large_float_ty,
	should_run_extensive: will_run_extensive,
	mp_tests_enabled: will_run_mp,
	input_count,
	}
	}
	}

	/// Tests are pretty slow on non-64-bit targets, x86 MacOS, and targets that run in QEMU. Start
	/// with a reduced number on these platforms.
	fn slow_platform() -> bool {
	let slow_on_ci = crate::emulated()
	\|\| usize::BITS < 64
	\|\| cfg!(all(target_arch = "x86_64", target_vendor = "apple"));

	// If not running in CI, there is no need to reduce iteration count.
	slow_on_ci && crate::ci()
	}

	/// The number of iterations to run for a given test.
	pub fn iteration_count(ctx: &CheckCtx, argnum: usize) -> u64 {
	let t_env = TestEnv::from_env(ctx);

	// Ideally run 5M tests
	let mut domain_iter_count: u64 = 4_000_000;

	// Start with a reduced number of tests on slow platforms.
	if t_env.slow_platform {
	domain_iter_count = 100_000;
	}

	// If we will be running tests against MPFR, we don't need to test as much against musl.
	// However, there are some platforms where we have to test against musl since MPFR can't be
	// built.
	if t_env.mp_tests_enabled && ctx.basis == CheckBasis::Musl {
	domain_iter_count /= 100;
	}

	// Run fewer random tests than domain tests.
	let random_iter_count = domain_iter_count / 100;

	let mut total_iterations = match ctx.gen_kind {
	GeneratorKind::Spaced if ctx.extensive => extensive_max_iterations(),
	GeneratorKind::Spaced => domain_iter_count,
	GeneratorKind::Random => random_iter_count,
	GeneratorKind::EdgeCases \| GeneratorKind::List => {
	unimplemented!("shoudn't need `iteration_count` for {:?}", ctx.gen_kind)
	}
	};

	// Larger float types get more iterations.
	if t_env.large_float_ty {
	if ctx.extensive {
	// Extensive already has a pretty high test count.
	total_iterations *= 2;
	} else {
	total_iterations *= 4;
	}
	}

	// Functions with more arguments get more iterations.
	let arg_multiplier = 1 << (t_env.input_count - 1);
	total_iterations *= arg_multiplier;

	// FMA has a huge domain but is reasonably fast to run, so increase another 1.5x.
	if ctx.base_name == BaseName::Fma {
	total_iterations = 3 * total_iterations / 2;
	}

	// Some tests are significantly slower than others and need to be further reduced.
	if let Some(slow) = EXTREMELY_SLOW_TESTS
	.iter()
	.find(\|slow\| slow.matches_ctx(ctx))
	{
	// However, do not override if the extensive iteration count has been manually set.
	if !(ctx.extensive && EXTENSIVE_ITER_OVERRIDE.is_some()) {
	total_iterations /= slow.reduce_factor;
	}
	}

	if cfg!(optimizations_enabled) {
	// Always run at least 10,000 tests.
	total_iterations = total_iterations.max(10_000);
	} else {
	// Without optimizations, just run a quick check regardless of other parameters.
	total_iterations = 800;
	}

	let mut overridden = false;
	if let Some(count) = ctx.override_iterations {
	total_iterations = count;
	overridden = true;
	}

	// Adjust for the number of inputs
	let ntests = match t_env.input_count {
	1 => total_iterations,
	2 => (total_iterations as f64).sqrt().ceil() as u64,
	3 => (total_iterations as f64).cbrt().ceil() as u64,
	_ => panic!("test has more than three arguments"),
	};

	let total = ntests.pow(t_env.input_count.try_into().unwrap());

	let seed_msg = match ctx.gen_kind {
	GeneratorKind::Spaced => String::new(),
	GeneratorKind::Random => {
	format!(
	" using `{SEED_ENV}={}`",
	str::from_utf8(SEED.as_slice()).unwrap()
	)
	}
	GeneratorKind::EdgeCases \| GeneratorKind::List => unimplemented!(),
	};

	test_log(&format!(
	"{gen_kind:?} {basis:?} {fn_ident} arg {arg}/{args}: {ntests} iterations \
	({total} total){seed_msg}{omsg}",
	gen_kind = ctx.gen_kind,
	basis = ctx.basis,
	fn_ident = ctx.fn_ident,
	arg = argnum + 1,
	args = t_env.input_count,
	omsg = if overridden { " (overridden)" } else { "" }
	));

	ntests
	}

	/// Some tests require that an integer be kept within reasonable limits; generate that here.
	pub fn int_range(ctx: &CheckCtx, argnum: usize) -> RangeInclusive<i32> {
	let t_env = TestEnv::from_env(ctx);

	if !matches!(ctx.base_name, BaseName::Jn \| BaseName::Yn) {
	return i32::MIN..=i32::MAX;
	}

	assert_eq!(
	argnum, 0,
	"For `jn`/`yn`, only the first argument takes an integer"
	);

	// The integer argument to `jn` is an iteration count. Limit this to ensure tests can be
	// completed in a reasonable amount of time.
	let non_extensive_range = if t_env.slow_platform \|\| !cfg!(optimizations_enabled) {
	(-0xf)..=0xff
	} else {
	(-0xff)..=0xffff
	};

	let extensive_range = (-0xfff)..=0xfffff;

	match ctx.gen_kind {
	_ if ctx.extensive => extensive_range,
	GeneratorKind::Spaced \| GeneratorKind::Random => non_extensive_range,
	GeneratorKind::EdgeCases => extensive_range,
	GeneratorKind::List => unimplemented!("shoudn't need range for {:?}", ctx.gen_kind),
	}
	}

	/// For domain tests, limit how many asymptotes or specified check points we test.
	pub fn check_point_count(ctx: &CheckCtx) -> usize {
	assert_eq!(
	ctx.gen_kind,
	GeneratorKind::EdgeCases,
	"check_point_count is intended for edge case tests"
	);
	let t_env = TestEnv::from_env(ctx);
	if t_env.slow_platform \|\| !cfg!(optimizations_enabled) {
	4
	} else {
	10
	}
	}

	/// When validating points of interest (e.g. asymptotes, inflection points, extremes), also check
	/// this many surrounding values.
	pub fn check_near_count(ctx: &CheckCtx) -> u64 {
	assert_eq!(
	ctx.gen_kind,
	GeneratorKind::EdgeCases,
	"check_near_count is intended for edge case tests"
	);
	if cfg!(optimizations_enabled) {
	// Taper based on the number of inputs.
	match ctx.input_count() {
	1 \| 2 => 100,
	3 => 50,
	x => panic!("unexpected argument count {x}"),
	}
	} else {
	8
	}
	}

	/// Check whether extensive actions should be run or skipped.
	pub fn skip_extensive_test(ctx: &CheckCtx) -> bool {
	let t_env = TestEnv::from_env(ctx);
	!t_env.should_run_extensive
	}

	/// The number of iterations to run for `u256` fuzz tests.
	pub fn bigint_fuzz_iteration_count() -> u64 {
	if !cfg!(optimizations_enabled) {
	return 1000;
	}

	if slow_platform() { 100_000 } else { 5_000_000 }
	}