Release 1.3.0 (#30)

* updating project metadata

* fixing CI yaml

* using venv

* trying again

* redoing CI

* fixing tests

* changing some settings

* updates

* fixing build

* trying to fix this

* fixing release

* bumping version

* better code organization

* updates

* adding initial cm impl

* adding unique, dispatching pattern to Py objects, renaming ext

* rustfmt

* cm dispatched

* rustfmt

* tests and benchmarks added

* bump version

* 100% test coverage

* updating readme

* Threading enabled (#9)

* bumping version

* major refactor leveraging macros

* bumping version and updating test

* adding executed notebook

* fixing performance w/ bool

* multiclass implemented and tested ready for 1.0.0

* shifting to u32 for numpy compatability

* bumping version

* changing to i64 for better compatability

* Major additions to Python API to include high-level helpers

* changing to dev deps

* ooops

* bandit! (#25)

* Add 3.11 (#26)

* add 3.11

* add 3.11 to tests

* Adding `mypy` type checking (#27)

* passing mypy type checking

* not needed

* adding mypy to actions

* bumping to 1.2.1

* Zero/Constant Memory Calls (#29)

* testing

* continued testing

* progress

* switching to iterating w/ no duplicated memory

* removing unsafe code

* Bump version: 1.2.1 → 1.3.0

* adding bump2version

.bumpversion.cfg

@@ -0,0 +1,12 @@
+[bumpversion]
+current_version = 1.3.0
+commit = True
+tag = False
+
+[bumpversion:file:pyproject.toml]
+search = version = "{current_version}"
+replace = version = "{new_version}"
+
+[bumpversion:file:Cargo.toml]
+search = version = "{current_version}"
+replace = version = "{new_version}"

.gitignore

@@ -143,4 +143,5 @@ Cargo.lock
 
 # MSVC Windows builds of rustc generate these, which store debugging information
 *.pdb
-.DS_Store
+.DS_Store
+fil-result/

Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "fast-stats"
-version = "1.2.1"
+version = "1.3.0"
 edition = "2021"
 
 [lib]

examples/benchmarks.ipynb

@@ -14,13 +14,13 @@
    "outputs": [],
    "source": [
     "import fast_stats\n",
+    "import numpy as np\n",
     "from sklearn.metrics import (\n",
     "    precision_score, \n",
     "    recall_score, \n",
     "    f1_score, \n",
     "    confusion_matrix\n",
-    ")\n",
-    "import numpy as np"
+    ")"
    ]
   },
   {
@@ -66,7 +66,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "574 ms ± 7.18 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
+      "569 ms ± 6.31 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
      ]
     }
    ],
@@ -84,7 +84,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "576 ms ± 9.01 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
+      "566 ms ± 925 µs per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
      ]
     }
    ],
@@ -102,7 +102,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "585 ms ± 8.49 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
+      "567 ms ± 2.01 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
      ]
     }
    ],
@@ -131,7 +131,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "3.39 ms ± 151 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n"
+      "3.91 ms ± 15 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n"
      ]
     }
    ],
@@ -149,7 +149,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "3.4 ms ± 165 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n"
+      "3.93 ms ± 23.3 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n"
      ]
     }
    ],
@@ -167,7 +167,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "4.37 ms ± 93.9 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n"
+      "4.42 ms ± 7.8 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n"
      ]
     }
    ],
@@ -221,7 +221,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "5.73 ms ± 111 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n"
+      "4.49 ms ± 14.2 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n"
      ]
     }
    ],
@@ -239,7 +239,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "3.15 ms ± 124 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n"
+      "3.91 ms ± 3.14 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n"
      ]
     }
    ],
@@ -274,7 +274,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "684 ms ± 7.4 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
+      "677 ms ± 1.75 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
      ]
     }
    ],
@@ -297,7 +297,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "67.3 ms ± 848 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
+      "56.7 ms ± 831 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
      ]
     }
    ],
@@ -340,7 +340,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "683 ms ± 8.79 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
+      "686 ms ± 5.95 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
      ]
     }
    ],
@@ -363,7 +363,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "67.9 ms ± 1.16 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
+      "57 ms ± 1.31 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
      ]
     }
    ],
@@ -406,7 +406,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "685 ms ± 10.6 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
+      "684 ms ± 6.28 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
      ]
     }
    ],
@@ -429,7 +429,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "69 ms ± 1.31 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
+      "56.7 ms ± 679 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
      ]
     }
    ],
@@ -540,7 +540,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "277 ms ± 6.18 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
+      "258 ms ± 4.25 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n"
      ]
     }
    ],
@@ -558,7 +558,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "144 ms ± 768 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
+      "133 ms ± 1.44 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
      ]
     }
    ],
@@ -591,7 +591,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "132 ms ± 1.48 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
+      "107 ms ± 1.25 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
      ]
     }
    ],
@@ -609,7 +609,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "68.2 ms ± 539 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
+      "57.5 ms ± 669 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
      ]
     }
    ],
@@ -658,7 +658,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1.87 ms ± 49.5 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n"
+      "1.7 ms ± 27.7 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n"
      ]
     }
    ],
@@ -676,7 +676,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "318 ns ± 0.241 ns per loop (mean ± std. dev. of 7 runs, 1,000,000 loops each)\n"
+      "107 ns ± 0.273 ns per loop (mean ± std. dev. of 7 runs, 10,000,000 loops each)\n"
      ]
     }
    ],
@@ -687,11 +687,8 @@
   }
  ],
  "metadata": {
-  "interpreter": {
-   "hash": "a3a671d63c09fb4878d313d605bf6366336b9695c04e11736a5d015abf9b1e42"
-  },
   "kernelspec": {
-   "display_name": "Python 3.9.11 ('.venv39': venv)",
+   "display_name": ".venv",
    "language": "python",
    "name": "python3"
   },
@@ -705,9 +702,14 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.11"
+   "version": "3.10.8"
   },
-  "orig_nbformat": 4
+  "orig_nbformat": 4,
+  "vscode": {
+   "interpreter": {
+    "hash": "2994604185f86bc96c0c5cb0b57fabd703f5f0106f9413ed938cdec2350fab6e"
+   }
+  }
  },
  "nbformat": 4,
  "nbformat_minor": 2