core: Add np_{round,floor,ceil}

These functions are NumPy variants of round/floor/ceil, which returns
floats instead of ints.

Cargo.lock

@@ -148,9 +148,9 @@ checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
 
 [[package]]
 name = "clap"
-version = "4.4.7"
+version = "4.4.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ac495e00dcec98c83465d5ad66c5c4fabd652fd6686e7c6269b117e729a6f17b"
+checksum = "2275f18819641850fa26c89acc84d465c1bf91ce57bc2748b28c420473352f64"
 dependencies = [
  "clap_builder",
  "clap_derive",
@@ -158,9 +158,9 @@ dependencies = [
 
 [[package]]
 name = "clap_builder"
-version = "4.4.7"
+version = "4.4.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c77ed9a32a62e6ca27175d00d29d05ca32e396ea1eb5fb01d8256b669cec7663"
+checksum = "07cdf1b148b25c1e1f7a42225e30a0d99a615cd4637eae7365548dd4529b95bc"
 dependencies = [
  "anstream",
  "anstyle",
@@ -333,9 +333,9 @@ checksum = "5443807d6dff69373d433ab9ef5378ad8df50ca6298caf15de6e52e24aaf54d5"
 
 [[package]]
 name = "errno"
-version = "0.3.6"
+version = "0.3.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c18ee0ed65a5f1f81cac6b1d213b69c35fa47d4252ad41f1486dbd8226fe36e"
+checksum = "f258a7194e7f7c2a7837a8913aeab7fd8c383457034fa20ce4dd3dcb813e8eb8"
 dependencies = [
  "libc",
  "windows-sys 0.48.0",
@@ -1026,9 +1026,9 @@ dependencies = [
 
 [[package]]
 name = "rustix"
-version = "0.38.21"
+version = "0.38.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b426b0506e5d50a7d8dafcf2e81471400deb602392c7dd110815afb4eaf02a3"
+checksum = "dc99bc2d4f1fed22595588a013687477aedf3cdcfb26558c559edb67b4d9b22e"
 dependencies = [
  "bitflags 2.4.1",
  "errno",
@@ -1063,18 +1063,18 @@ checksum = "836fa6a3e1e547f9a2c4040802ec865b5d85f4014efe00555d7090a3dcaa1090"
 
 [[package]]
 name = "serde"
-version = "1.0.192"
+version = "1.0.193"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bca2a08484b285dcb282d0f67b26cadc0df8b19f8c12502c13d966bf9482f001"
+checksum = "25dd9975e68d0cb5aa1120c288333fc98731bd1dd12f561e468ea4728c042b89"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.192"
+version = "1.0.193"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d6c7207fbec9faa48073f3e3074cbe553af6ea512d7c21ba46e434e70ea9fbc1"
+checksum = "43576ca501357b9b071ac53cdc7da8ef0cbd9493d8df094cd821777ea6e894d3"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -1118,9 +1118,9 @@ checksum = "38b58827f4464d87d377d175e90bf58eb00fd8716ff0a62f80356b5e61555d0d"
 
 [[package]]
 name = "smallvec"
-version = "1.11.1"
+version = "1.11.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "942b4a808e05215192e39f4ab80813e599068285906cc91aa64f923db842bd5a"
+checksum = "4dccd0940a2dcdf68d092b8cbab7dc0ad8fa938bf95787e1b916b0e3d0e8e970"
 
 [[package]]
 name = "string-interner"
@@ -1544,18 +1544,18 @@ dependencies = [
 
 [[package]]
 name = "zerocopy"
-version = "0.7.25"
+version = "0.7.26"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8cd369a67c0edfef15010f980c3cbe45d7f651deac2cd67ce097cd801de16557"
+checksum = "e97e415490559a91254a2979b4829267a57d2fcd741a98eee8b722fb57289aa0"
 dependencies = [
  "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.7.25"
+version = "0.7.26"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c2f140bda219a26ccc0cdb03dba58af72590c53b22642577d88a927bc5c87d6b"
+checksum = "dd7e48ccf166952882ca8bd778a43502c64f33bf94c12ebe2a7f08e5a0f6689f"
 dependencies = [
  "proc-macro2",
  "quote",

nac3core/src/toplevel/builtins.rs

@@ -881,6 +881,33 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
                 Ok(Some(val_toint.into()))
             }),
         ),
+        create_fn_by_codegen(
+            primitives,
+            &var_map,
+            "np_round",
+            float,
+            &[(float, "n")],
+            Box::new(|ctx, _, _, args, generator| {
+                let llvm_f64 = ctx.ctx.f64_type();
+
+                let arg = args[0].1.clone()
+                    .to_basic_value_enum(ctx, generator, ctx.primitives.float)?;
+
+                let intrinsic_fn = ctx.module.get_function("llvm.roundeven.f64").unwrap_or_else(|| {
+                    let fn_type = llvm_f64.fn_type(&[llvm_f64.into()], false);
+
+                    ctx.module.add_function("llvm.roundeven.f64", fn_type, None)
+                });
+
+                let val = ctx
+                    .builder
+                    .build_call(intrinsic_fn, &[arg.into()], "")
+                    .try_as_basic_value()
+                    .left()
+                    .unwrap();
+                Ok(Some(val.into()))
+            }),
+        ),
         Arc::new(RwLock::new(TopLevelDef::Function {
             name: "range".into(),
             simple_name: "range".into(),
@@ -1123,6 +1150,33 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
                 Ok(Some(val_toint.into()))
             }),
         ),
+        create_fn_by_codegen(
+            primitives,
+            &var_map,
+            "np_floor",
+            float,
+            &[(float, "n")],
+            Box::new(|ctx, _, _, args, generator| {
+                let llvm_f64 = ctx.ctx.f64_type();
+
+                let arg = args[0].1.clone()
+                    .to_basic_value_enum(ctx, generator, ctx.primitives.float)?;
+
+                let intrinsic_fn = ctx.module.get_function("llvm.floor.f64").unwrap_or_else(|| {
+                    let fn_type = llvm_f64.fn_type(&[llvm_f64.into()], false);
+
+                    ctx.module.add_function("llvm.floor.f64", fn_type, None)
+                });
+
+                let val = ctx
+                    .builder
+                    .build_call(intrinsic_fn, &[arg.into()], "")
+                    .try_as_basic_value()
+                    .left()
+                    .unwrap();
+                Ok(Some(val.into()))
+            }),
+        ),
         create_fn_by_codegen(
             primitives,
             &var_map,
@@ -1183,6 +1237,33 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
                 Ok(Some(val_toint.into()))
             }),
         ),
+        create_fn_by_codegen(
+            primitives,
+            &var_map,
+            "np_ceil",
+            float,
+            &[(float, "n")],
+            Box::new(|ctx, _, _, args, generator| {
+                let llvm_f64 = ctx.ctx.f64_type();
+
+                let arg = args[0].1.clone()
+                    .to_basic_value_enum(ctx, generator, ctx.primitives.float)?;
+
+                let intrinsic_fn = ctx.module.get_function("llvm.ceil.f64").unwrap_or_else(|| {
+                    let fn_type = llvm_f64.fn_type(&[llvm_f64.into()], false);
+
+                    ctx.module.add_function("llvm.ceil.f64", fn_type, None)
+                });
+
+                let val = ctx
+                    .builder
+                    .build_call(intrinsic_fn, &[arg.into()], "")
+                    .try_as_basic_value()
+                    .left()
+                    .unwrap();
+                Ok(Some(val.into()))
+            }),
+        ),
         Arc::new(RwLock::new({
             let list_var = primitives.1.get_fresh_var(Some("L".into()), None);
             let list = primitives.1.add_ty(TypeEnum::TList { ty: list_var.0 });
@@ -1431,7 +1512,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_codegen(
             primitives,
             &var_map,
-            "isnan",
+            "np_isnan",
             boolean,
             &[(float, "x")],
             Box::new(|ctx, _, fun, args, generator| {
@@ -1451,7 +1532,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_codegen(
             primitives,
             &var_map,
-            "isinf",
+            "np_isinf",
             boolean,
             &[(float, "x")],
             Box::new(|ctx, _, fun, args, generator| {
@@ -1471,7 +1552,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_intrinsic(
             primitives,
             &var_map,
-            "sin",
+            "np_sin",
             float,
             &[(float, "x")],
             "llvm.sin.f64",
@@ -1479,7 +1560,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_intrinsic(
             primitives,
             &var_map,
-            "cos",
+            "np_cos",
             float,
             &[(float, "x")],
             "llvm.cos.f64",
@@ -1487,7 +1568,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_intrinsic(
             primitives,
             &var_map,
-            "exp",
+            "np_exp",
             float,
             &[(float, "x")],
             "llvm.exp.f64",
@@ -1495,7 +1576,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_intrinsic(
             primitives,
             &var_map,
-            "exp2",
+            "np_exp2",
             float,
             &[(float, "x")],
             "llvm.exp2.f64",
@@ -1503,7 +1584,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_intrinsic(
             primitives,
             &var_map,
-            "log",
+            "np_log",
             float,
             &[(float, "x")],
             "llvm.log.f64",
@@ -1511,7 +1592,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_intrinsic(
             primitives,
             &var_map,
-            "log10",
+            "np_log10",
             float,
             &[(float, "x")],
             "llvm.log10.f64",
@@ -1519,7 +1600,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_intrinsic(
             primitives,
             &var_map,
-            "log2",
+            "np_log2",
             float,
             &[(float, "x")],
             "llvm.log2.f64",
@@ -1527,7 +1608,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_intrinsic(
             primitives,
             &var_map,
-            "fabs",
+            "np_fabs",
             float,
             &[(float, "x")],
             "llvm.fabs.f64",
@@ -1535,7 +1616,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_intrinsic(
             primitives,
             &var_map,
-            "sqrt",
+            "np_sqrt",
             float,
             &[(float, "x")],
             "llvm.sqrt.f64",
@@ -1543,7 +1624,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_intrinsic(
             primitives,
             &var_map,
-            "rint",
+            "np_rint",
             float,
             &[(float, "x")],
             "llvm.roundeven.f64",
@@ -1551,7 +1632,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "tan",
+            "np_tan",
             float,
             &[(float, "x")],
             "tan",
@@ -1560,7 +1641,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "arcsin",
+            "np_arcsin",
             float,
             &[(float, "x")],
             "asin",
@@ -1569,7 +1650,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "arccos",
+            "np_arccos",
             float,
             &[(float, "x")],
             "acos",
@@ -1578,7 +1659,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "arctan",
+            "np_arctan",
             float,
             &[(float, "x")],
             "atan",
@@ -1587,7 +1668,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "sinh",
+            "np_sinh",
             float,
             &[(float, "x")],
             "sinh",
@@ -1596,7 +1677,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "cosh",
+            "np_cosh",
             float,
             &[(float, "x")],
             "cosh",
@@ -1605,7 +1686,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "tanh",
+            "np_tanh",
             float,
             &[(float, "x")],
             "tanh",
@@ -1614,7 +1695,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "arcsinh",
+            "np_arcsinh",
             float,
             &[(float, "x")],
             "asinh",
@@ -1623,7 +1704,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "arccosh",
+            "np_arccosh",
             float,
             &[(float, "x")],
             "acosh",
@@ -1632,7 +1713,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "arctanh",
+            "np_arctanh",
             float,
             &[(float, "x")],
             "atanh",
@@ -1641,7 +1722,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "expm1",
+            "np_expm1",
             float,
             &[(float, "x")],
             "expm1",
@@ -1650,7 +1731,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "cbrt",
+            "np_cbrt",
             float,
             &[(float, "x")],
             "cbrt",
@@ -1659,7 +1740,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "erf",
+            "sp_spec_erf",
             float,
             &[(float, "z")],
             "erf",
@@ -1668,7 +1749,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "erfc",
+            "sp_spec_erfc",
             float,
             &[(float, "x")],
             "erfc",
@@ -1677,7 +1758,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_codegen(
             primitives,
             &var_map,
-            "gamma",
+            "sp_spec_gamma",
             float,
             &[(float, "z")],
             Box::new(|ctx, _, fun, args, generator| {
@@ -1695,7 +1776,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_codegen(
             primitives,
             &var_map,
-            "gammaln",
+            "sp_spec_gammaln",
             float,
             &[(float, "x")],
             Box::new(|ctx, _, fun, args, generator| {
@@ -1713,7 +1794,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_codegen(
             primitives,
             &var_map,
-            "j0",
+            "sp_spec_j0",
             float,
             &[(float, "x")],
             Box::new(|ctx, _, fun, args, generator| {
@@ -1731,7 +1812,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "j1",
+            "sp_spec_j1",
             float,
             &[(float, "x")],
             "j1",
@@ -1741,7 +1822,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "arctan2",
+            "np_arctan2",
             float,
             &[(float, "x1"), (float, "x2")],
             "atan2",
@@ -1750,7 +1831,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_intrinsic(
             primitives,
             &var_map,
-            "copysign",
+            "np_copysign",
             float,
             &[(float, "x1"), (float, "x2")],
             "llvm.copysign.f64",
@@ -1758,7 +1839,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_intrinsic(
             primitives,
             &var_map,
-            "fmax",
+            "np_fmax",
             float,
             &[(float, "x1"), (float, "x2")],
             "llvm.maxnum.f64",
@@ -1766,7 +1847,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_intrinsic(
             primitives,
             &var_map,
-            "fmin",
+            "np_fmin",
             float,
             &[(float, "x1"), (float, "x2")],
             "llvm.minnum.f64",
@@ -1774,7 +1855,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "ldexp",
+            "np_ldexp",
             float,
             &[(float, "x1"), (int32, "x2")],
             "ldexp",
@@ -1783,7 +1864,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "hypot",
+            "np_hypot",
             float,
             &[(float, "x1"), (float, "x2")],
             "hypot",
@@ -1792,7 +1873,7 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
         create_fn_by_extern(
             primitives,
             &var_map,
-            "nextafter",
+            "np_nextafter",
             float,
             &[(float, "x1"), (float, "x2")],
             "nextafter",
@@ -1835,54 +1916,57 @@ pub fn get_builtins(primitives: &mut (PrimitiveStore, Unifier)) -> BuiltinInfo {
             "float",
             "round",
             "round64",
+            "np_round",
             "range",
             "str",
             "bool",
             "floor",
             "floor64",
+            "np_floor",
             "ceil",
             "ceil64",
+            "np_ceil",
             "len",
             "min",
             "max",
             "abs",
-            "isnan",
-            "isinf",
-            "sin",
-            "cos",
-            "exp",
-            "exp2",
-            "log",
-            "log10",
-            "log2",
-            "fabs",
-            "sqrt",
-            "rint",
-            "tan",
-            "arcsin",
-            "arccos",
-            "arctan",
-            "sinh",
-            "cosh",
-            "tanh",
-            "arcsinh",
-            "arccosh",
-            "arctanh",
-            "expm1",
-            "cbrt",
-            "erf",
-            "erfc",
-            "gamma",
-            "gammaln",
-            "j0",
-            "j1",
-            "arctan2",
-            "copysign",
-            "fmax",
-            "fmin",
-            "ldexp",
-            "hypot",
-            "nextafter",
+            "np_isnan",
+            "np_isinf",
+            "np_sin",
+            "np_cos",
+            "np_exp",
+            "np_exp2",
+            "np_log",
+            "np_log10",
+            "np_log2",
+            "np_fabs",
+            "np_sqrt",
+            "np_rint",
+            "np_tan",
+            "np_arcsin",
+            "np_arccos",
+            "np_arctan",
+            "np_sinh",
+            "np_cosh",
+            "np_tanh",
+            "np_arcsinh",
+            "np_arccosh",
+            "np_arctanh",
+            "np_expm1",
+            "np_cbrt",
+            "sp_spec_erf",
+            "sp_spec_erfc",
+            "sp_spec_gamma",
+            "sp_spec_gammaln",
+            "sp_spec_j0",
+            "sp_spec_j1",
+            "np_arctan2",
+            "np_copysign",
+            "np_fmax",
+            "np_fmin",
+            "np_ldexp",
+            "np_hypot",
+            "np_nextafter",
             "Some",
         ],
     )

nac3standalone/demo/interpret_demo.py

@@ -6,9 +6,9 @@ import importlib.machinery
 import math
 import numpy as np
 import pathlib
-import scipy
 
 from numpy import int32, int64, uint32, uint64
+from scipy import special
 from typing import TypeVar, Generic
 
 T = TypeVar('T')
@@ -108,52 +108,55 @@ def patch(module):
     # Builtin Math functions
     module.round = round_away_zero
     module.round64 = round_away_zero
+    module.np_round = np.round
     module.floor = math.floor
     module.floor64 = math.floor
+    module.np_floor = np.floor
     module.ceil = math.ceil
     module.ceil64 = math.ceil
+    module.np_ceil = np.ceil
 
     # NumPy Math functions
-    module.isnan = np.isnan
-    module.isinf = np.isinf
-    module.sin = np.sin
-    module.cos = np.cos
-    module.exp = np.exp
-    module.exp2 = np.exp2
-    module.log = np.log
-    module.log10 = np.log10
-    module.log2 = np.log2
-    module.fabs = np.fabs
-    module.trunc = np.trunc
-    module.sqrt = np.sqrt
-    module.rint = np.rint
-    module.tan = np.tan
-    module.arcsin = np.arcsin
-    module.arccos = np.arccos
-    module.arctan = np.arctan
-    module.sinh = np.sinh
-    module.cosh = np.cosh
-    module.tanh = np.tanh
-    module.arcsinh = np.arcsinh
-    module.arccosh = np.arccosh
-    module.arctanh = np.arctanh
-    module.expm1 = np.expm1
-    module.cbrt = np.cbrt
-    module.arctan2 = np.arctan2
-    module.copysign = np.copysign
-    module.fmax = np.fmax
-    module.fmin = np.fmin
-    module.ldexp = np.ldexp
-    module.hypot = np.hypot
-    module.nextafter = np.nextafter
+    module.np_isnan = np.isnan
+    module.np_isinf = np.isinf
+    module.np_sin = np.sin
+    module.np_cos = np.cos
+    module.np_exp = np.exp
+    module.np_exp2 = np.exp2
+    module.np_log = np.log
+    module.np_log10 = np.log10
+    module.np_log2 = np.log2
+    module.np_fabs = np.fabs
+    module.np_trunc = np.trunc
+    module.np_sqrt = np.sqrt
+    module.np_rint = np.rint
+    module.np_tan = np.tan
+    module.np_arcsin = np.arcsin
+    module.np_arccos = np.arccos
+    module.np_arctan = np.arctan
+    module.np_sinh = np.sinh
+    module.np_cosh = np.cosh
+    module.np_tanh = np.tanh
+    module.np_arcsinh = np.arcsinh
+    module.np_arccosh = np.arccosh
+    module.np_arctanh = np.arctanh
+    module.np_expm1 = np.expm1
+    module.np_cbrt = np.cbrt
+    module.np_arctan2 = np.arctan2
+    module.np_copysign = np.copysign
+    module.np_fmax = np.fmax
+    module.np_fmin = np.fmin
+    module.np_ldexp = np.ldexp
+    module.np_hypot = np.hypot
+    module.np_nextafter = np.nextafter
 
     # SciPy Math Functions
-    module.erf = scipy.special.erf
-    module.erfc = scipy.special.erfc
-    module.gamma = scipy.special.gamma
-    module.gammaln = scipy.special.gammaln
-    module.j0 = scipy.special.j0
-    module.j1 = scipy.special.j1
+    module.sp_spec_erf = special.erf
+    module.sp_spec_erfc = special.erfc
+    module.sp_spec_gamma = special.gamma
+    module.sp_spec_gammaln = special.gammaln
+    module.sp_spec_j0 = special.j0
+    module.sp_spec_j1 = special.j1
 
 
 def file_import(filename, prefix="file_import_"):

nac3standalone/demo/src/math.py

@@ -36,48 +36,52 @@ def test_round64():
     for x in [-1.5, -0.5, 0.5, 1.5]:
         output_int64(round64(x))
 
-def test_isnan():
+def test_np_round():
+    for x in [-1.5, -0.5, 0.5, 1.5, dbl_inf(), -dbl_inf(), dbl_nan()]:
+        output_float64(np_round(x))
+
+def test_np_isnan():
     for x in [dbl_nan(), 0.0, dbl_inf()]:
-        output_bool(isnan(x))
+        output_bool(np_isnan(x))
 
-def test_isinf():
+def test_np_isinf():
     for x in [dbl_inf(), -dbl_inf(), 0.0, dbl_nan()]:
-        output_bool(isinf(x))
+        output_bool(np_isinf(x))
 
-def test_sin():
+def test_np_sin():
     pi = dbl_pi()
     for x in [-pi, -pi / 2.0, -pi / 4.0, 0.0, pi / 4.0, pi / 2.0, pi, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(sin(x))
+        output_float64(np_sin(x))
 
-def test_cos():
+def test_np_cos():
     pi = dbl_pi()
     for x in [-pi, -pi / 2.0, -pi / 4.0, 0.0, pi / 4.0, pi / 2.0, pi, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(cos(x))
+        output_float64(np_cos(x))
 
-def test_exp():
+def test_np_exp():
     for x in [0.0, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(exp(x))
+        output_float64(np_exp(x))
 
-def test_exp2():
+def test_np_exp2():
     for x in [0.0, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(exp2(x))
+        output_float64(np_exp2(x))
 
-def test_log():
+def test_np_log():
     e = dbl_e()
     for x in [1.0, e, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(log(x))
+        output_float64(np_log(x))
 
-def test_log10():
+def test_np_log10():
     for x in [1.0, 10.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(log10(x))
+        output_float64(np_log10(x))
 
-def test_log2():
+def test_np_log2():
     for x in [1.0, 2.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(log2(x))
+        output_float64(np_log2(x))
 
-def test_fabs():
+def test_np_fabs():
     for x in [-1.0, 0.0, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(fabs(x))
+        output_float64(np_fabs(x))
 
 def test_floor():
     for x in [-1.5, -0.5, 0.5, 1.5]:
@@ -87,6 +91,10 @@ def test_floor64():
     for x in [-1.5, -0.5, 0.5, 1.5]:
         output_int64(floor64(x))
 
+def test_np_floor():
+    for x in [-1.5, -0.5, 0.5, 1.5, dbl_inf(), -dbl_inf(), dbl_nan()]:
+        output_float64(np_floor(x))
+
 def test_ceil():
     for x in [-1.5, -0.5, 0.5, 1.5]:
         output_int32(ceil(x))
@@ -95,165 +103,172 @@ def test_ceil64():
     for x in [-1.5, -0.5, 0.5, 1.5]:
         output_int64(ceil64(x))
 
-def test_sqrt():
-    for x in [1.0, 2.0, 4.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(sqrt(x))
-
-def test_rint():
+def test_np_ceil():
     for x in [-1.5, -0.5, 0.5, 1.5, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(rint(x))
+        output_float64(np_ceil(x))
 
-def test_tan():
+def test_np_sqrt():
+    for x in [1.0, 2.0, 4.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
+        output_float64(np_sqrt(x))
+
+def test_np_rint():
+    for x in [-1.5, -0.5, 0.5, 1.5, dbl_inf(), -dbl_inf(), dbl_nan()]:
+        output_float64(np_rint(x))
+
+def test_np_tan():
     pi = dbl_pi()
     for x in [-pi, -pi / 2.0, -pi / 4.0, 0.0, pi / 4.0, pi / 2.0, pi, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(tan(x))
+        output_float64(np_tan(x))
 
-def test_arcsin():
+def test_np_arcsin():
     for x in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(arcsin(x))
+        output_float64(np_arcsin(x))
 
-def test_arccos():
+def test_np_arccos():
     for x in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(arccos(x))
+        output_float64(np_arccos(x))
 
-def test_arctan():
+def test_np_arctan():
     for x in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(arctan(x))
+        output_float64(np_arctan(x))
 
-def test_sinh():
+def test_np_sinh():
     for x in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(sinh(x))
+        output_float64(np_sinh(x))
 
-def test_cosh():
+def test_np_cosh():
     for x in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(cosh(x))
+        output_float64(np_cosh(x))
 
-def test_tanh():
+def test_np_tanh():
     for x in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(tanh(x))
+        output_float64(np_tanh(x))
 
-def test_arcsinh():
+def test_np_arcsinh():
     for x in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(arcsinh(x))
+        output_float64(np_arcsinh(x))
 
-def test_arccosh():
+def test_np_arccosh():
     for x in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(arccosh(x))
+        output_float64(np_arccosh(x))
 
-def test_arctanh():
+def test_np_arctanh():
     for x in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(arctanh(x))
+        output_float64(np_arctanh(x))
 
-def test_expm1():
+def test_np_expm1():
     for x in [0.0, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(expm1(x))
+        output_float64(np_expm1(x))
 
-def test_cbrt():
+def test_np_cbrt():
     for x in [1.0, 8.0, 27.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(expm1(x))
+        output_float64(np_expm1(x))
 
-def test_erf():
+def test_sp_spec_erf():
     for x in [-3.0, -2.0, -1.0, 0.0, 1.0, 2.0, 3.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(erf(x))
+        output_float64(sp_spec_erf(x))
 
-def test_erfc():
+def test_sp_spec_erfc():
     for x in [-3.0, -2.0, -1.0, 0.0, 1.0, 2.0, 3.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(erfc(x))
+        output_float64(sp_spec_erfc(x))
 
-def test_gamma():
+def test_sp_spec_gamma():
     for x in [-2.0, -1.5, -1.0, -0.5, 0.0, 0.5, 1.0, 1.5, 2.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(gamma(x))
+        output_float64(sp_spec_gamma(x))
 
-def test_gammaln():
+def test_sp_spec_gammaln():
     for x in [-2.0, -1.5, -1.0, -0.5, 0.0, 0.5, 1.0, 1.5, 2.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(gammaln(x))
+        output_float64(sp_spec_gammaln(x))
 
-def test_j0():
+def test_sp_spec_j0():
     for x in [-2.0, -1.5, -1.0, -0.5, 0.0, 0.5, 1.0, 1.5, 2.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-        output_float64(j0(x))
+        output_float64(sp_spec_j0(x))
 
-def test_j1():
+def test_sp_spec_j1():
     for x in [-2.0, -1.5, -1.0, -0.5, 0.0, 0.5, 1.0, 1.5, 2.0]:
-        output_float64(j1(x))
+        output_float64(sp_spec_j1(x))
 
-def test_arctan2():
+def test_np_arctan2():
     for x1 in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
         for x2 in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-            output_float64(arctan2(x1, x2))
+            output_float64(np_arctan2(x1, x2))
 
-def test_copysign():
+def test_np_copysign():
     for x1 in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
         for x2 in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-            output_float64(copysign(x1, x2))
+            output_float64(np_copysign(x1, x2))
 
-def test_fmax():
+def test_np_fmax():
     for x1 in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
         for x2 in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-            output_float64(fmax(x1, x2))
+            output_float64(np_fmax(x1, x2))
 
-def test_fmin():
+def test_np_fmin():
     for x1 in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
         for x2 in [-1.0, -0.5, 0.0, 0.5, 1.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-            output_float64(fmin(x1, x2))
+            output_float64(np_fmin(x1, x2))
 
-def test_ldexp():
+def test_np_ldexp():
     for x1 in [-2.0, -1.5, -1.0, -0.5, 0.0, 0.5, 1.0, 1.5, 2.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
         for x2 in [-2, -1, 0, 1, 2]:
-            output_float64(ldexp(x1, x2))
+            output_float64(np_ldexp(x1, x2))
 
-def test_hypot():
+def test_np_hypot():
     for x1 in [-2.0, -1.5, -1.0, -0.5, 0.0, 0.5, 1.0, 1.5, 2.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
         for x2 in [-2.0, -1.5, -1.0, -0.5, 0.0, 0.5, 1.0, 1.5, 2.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-            output_float64(hypot(x1, x2))
+            output_float64(np_hypot(x1, x2))
 
-def test_nextafter():
+def test_np_nextafter():
     for x1 in [-2.0, -1.5, -1.0, -0.5, 0.0, 0.5, 1.0, 1.5, 2.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
         for x2 in [-2.0, -1.5, -1.0, -0.5, 0.0, 0.5, 1.0, 1.5, 2.0, dbl_inf(), -dbl_inf(), dbl_nan()]:
-            output_float64(nextafter(x1, x2))
+            output_float64(np_nextafter(x1, x2))
 
 def run() -> int32:
     test_round()
     test_round64()
-    test_isnan()
-    test_isinf()
-    test_sin()
-    test_cos()
-    test_exp()
-    test_exp2()
-    test_log()
-    test_log10()
-    test_log2()
-    test_fabs()
+    test_np_round()
+    test_np_isnan()
+    test_np_isinf()
+    test_np_sin()
+    test_np_cos()
+    test_np_exp()
+    test_np_exp2()
+    test_np_log()
+    test_np_log10()
+    test_np_log2()
+    test_np_fabs()
     test_floor()
     test_floor64()
+    test_np_floor()
     test_ceil()
     test_ceil64()
-    test_sqrt()
-    test_rint()
-    test_tan()
-    test_arcsin()
-    test_arccos()
-    test_arctan()
-    test_sinh()
-    test_cosh()
-    test_tanh()
-    test_arcsinh()
-    test_arccosh()
-    test_arctanh()
-    test_expm1()
-    test_cbrt()
-    test_erf()
-    test_erfc()
-    test_gamma()
-    test_gammaln()
-    test_j0()
-    test_j1()
-    test_arctan2()
-    test_copysign()
-    test_fmax()
-    test_fmin()
-    test_ldexp()
-    test_hypot()
-    test_nextafter()
+    test_np_ceil()
+    test_np_sqrt()
+    test_np_rint()
+    test_np_tan()
+    test_np_arcsin()
+    test_np_arccos()
+    test_np_arctan()
+    test_np_sinh()
+    test_np_cosh()
+    test_np_tanh()
+    test_np_arcsinh()
+    test_np_arccosh()
+    test_np_arctanh()
+    test_np_expm1()
+    test_np_cbrt()
+    test_sp_spec_erf()
+    test_sp_spec_erfc()
+    test_sp_spec_gamma()
+    test_sp_spec_gammaln()
+    test_sp_spec_j0()
+    test_sp_spec_j1()
+    test_np_arctan2()
+    test_np_copysign()
+    test_np_fmax()
+    test_np_fmin()
+    test_np_ldexp()
+    test_np_hypot()
+    test_np_nextafter()
 
     return 0