From ff24cab33b53486327249eaf0238eddfbddff592 Mon Sep 17 00:00:00 2001
From: Brady McDonough <me@bradymcd.ca>
Date: Fri, 17 Mar 2023 16:29:10 -0600
Subject: [PATCH] First section complete

---
 1-STUMPY-basics/README.md                     |   18 +
 1-STUMPY-basics/Steamgen dataset.ipynb        |  315 +
 .../data/STUMPY_Basics_steamgen.csv           | 9601 +++++++++++++++++
 1-STUMPY-basics/data/stumpy.mplstyle          |    2 +
 1-STUMPY-basics/portable.py                   |   85 +
 README.md                                     |   17 +-
 6 files changed, 10036 insertions(+), 2 deletions(-)
 create mode 100644 1-STUMPY-basics/README.md
 create mode 100644 1-STUMPY-basics/Steamgen dataset.ipynb
 create mode 100644 1-STUMPY-basics/data/STUMPY_Basics_steamgen.csv
 create mode 100644 1-STUMPY-basics/data/stumpy.mplstyle
 create mode 100644 1-STUMPY-basics/portable.py

diff --git a/1-STUMPY-basics/README.md b/1-STUMPY-basics/README.md
new file mode 100644
index 0000000..d2cf88b
--- /dev/null
+++ b/1-STUMPY-basics/README.md
@@ -0,0 +1,18 @@
+
+# 1 - STUMPY Basics
+Above what was seen in the tutorial I started on a general purpose motif
+function which takes the dataset and a computed matrix profile and returns the
+top motif it discovered and all locations where that motif appears. It does not
+return overlapping motifs.
+
+## TODO
+I remember reading that the distances returned by a matrix profile have an upper
+bound. I should see what calculating my distance cutoff with that upper bound
+looks like rather than calculating off the top motif like I do now.
+If two motifs overlap it could be that the window is too small. I don't know what
+other criteria to test yet to tell me if that is the case or not. I do know that
+this can be determined in discovery stages using a Pan-matrix profile (PMP).
+Some form of reference following should occur to ensure that I'm grabbing motifs
+which actually relate to one another.
+Currently the function is quite primitive. It should be packaged and iterated on
+using the data in further sections of the tutorial.
\ No newline at end of file
diff --git a/1-STUMPY-basics/Steamgen dataset.ipynb b/1-STUMPY-basics/Steamgen dataset.ipynb
new file mode 100644
index 0000000..add9370
--- /dev/null
+++ b/1-STUMPY-basics/Steamgen dataset.ipynb	
@@ -0,0 +1,315 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "ecf98d07",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas\n",
+    "import stumpy\n",
+    "import numpy\n",
+    "import matplotlib.pyplot as plot\n",
+    "import matplotlib.dates as dates\n",
+    "from matplotlib.patches import Rectangle\n",
+    "import datetime as dt"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "961bcc44",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from functools import wraps\n",
+    "import time\n",
+    "def timeit(fn):\n",
+    "    def timed(*args, **kw):\n",
+    "        print (f'>>> {fn.__name__} >>>')\n",
+    "\n",
+    "        ts = time.time()\n",
+    "        result = fn(*args, **kw)\n",
+    "        te = time.time()\n",
+    "\n",
+    "        print (f'<<< {fn.__name__} <<< {(te-ts):.3f}s')\n",
+    "        return result\n",
+    "    return timed\n",
+    "\n",
+    "@timeit\n",
+    "@wraps(stumpy.stump)\n",
+    "def timed_stump(dataset, w):\n",
+    "    l = len(dataset)\n",
+    "    ws = l - w + 1\n",
+    "    print(f'Processing a matrix profile over {ws} windows...')\n",
+    "    result = stumpy.stump(dataset, w)\n",
+    "    return result"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "44481736",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from string import capwords\n",
+    "plot.style.use(\"data/stumpy.mplstyle\")\n",
+    "def plot_pandas_import (plot_, data, axis_name):\n",
+    "    plot_.set_ylabel(capwords(axis_name), fontsize='15')\n",
+    "    plot_.plot(data[axis_name].values)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "50431b57",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def plot_matrix_profile(plot_, profile):\n",
+    "    plot_.set_xlabel('Time', fontsize='15')\n",
+    "    plot_.set_ylabel('Distance', fontsize='15')\n",
+    "    plot_.plot(profile[:, 0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "da75be3d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "steam_data = pandas.read_csv(\"data/STUMPY_Basics_steamgen.csv\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "b6e0f03c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>drum pressure</th>\n",
+       "      <th>excess oxygen</th>\n",
+       "      <th>water level</th>\n",
+       "      <th>steam flow</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>320.08239</td>\n",
+       "      <td>2.506774</td>\n",
+       "      <td>0.032701</td>\n",
+       "      <td>9.302970</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>321.71099</td>\n",
+       "      <td>2.545908</td>\n",
+       "      <td>0.284799</td>\n",
+       "      <td>9.662621</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>320.91331</td>\n",
+       "      <td>2.360562</td>\n",
+       "      <td>0.203652</td>\n",
+       "      <td>10.990955</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>325.00252</td>\n",
+       "      <td>0.027054</td>\n",
+       "      <td>0.326187</td>\n",
+       "      <td>12.430107</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   drum pressure  excess oxygen  water level  steam flow\n",
+       "0      320.08239       2.506774     0.032701    9.302970\n",
+       "1      321.71099       2.545908     0.284799    9.662621\n",
+       "2      320.91331       2.360562     0.203652   10.990955\n",
+       "3      325.00252       0.027054     0.326187   12.430107"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "steam_data[:4]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "67e909d4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def threshold_extraction(op, cmp, profile, motif_order, window_width, threshold):\n",
+    "    assert(0 < threshold < 1.0)\n",
+    "    closest = profile[motif_order[0], 0]\n",
+    "    cutoff = op(closest, (closest * threshold))\n",
+    "    rv = []\n",
+    "    \n",
+    "    for obs in motif_order:\n",
+    "        if cmp(profile[obs,0], cutoff):\n",
+    "            if not (any(map(lambda i: abs(i - obs) < window_width, rv))):\n",
+    "                rv.append(obs)\n",
+    "            else:\n",
+    "                # If two motifs overlap it's possible the window is too small?\n",
+    "                # Further criteria needed for that...\n",
+    "                pass\n",
+    "        else:\n",
+    "            break\n",
+    "    return rv\n",
+    "\n",
+    "def get_motifs(profile, motif_order, window_width, threshold):\n",
+    "    return threshold_extraction(lambda a, b: a + b\n",
+    "                               ,lambda a, b: a < b\n",
+    "                               ,profile\n",
+    "                               ,motif_order\n",
+    "                               ,window_width\n",
+    "                               ,threshold)\n",
+    "\n",
+    "def get_discords(profile, motif_order, window_width, threshold):\n",
+    "    return threshold_extraction(lambda a, b: a - b\n",
+    "                               ,lambda a, b: a > b\n",
+    "                               ,profile\n",
+    "                               ,numpy.flip(motif_order)\n",
+    "                               ,window_width\n",
+    "                               ,threshold)\n",
+    "\n",
+    "def mark_discovered(motif_list, data_fig, profile_fig, window_width, fig_height):\n",
+    "    for motif in motif_list:\n",
+    "        rect = Rectangle((motif, 0), window_width, fig_height, facecolor='lightgrey')\n",
+    "        data_fig.add_patch(rect)\n",
+    "        profile_fig.axvline(x=motif, linestyle='dashed')\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "98337455",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ">>> stump >>>\n",
+      "Processing a matrix profile over 8961 windows...\n",
+      "<<< stump <<< 12.601s\n"
+     ]
+    }
+   ],
+   "source": [
+    "window = 640\n",
+    "matrix_profile = timed_stump(steam_data['steam flow'], window)\n",
+    "motif_order = numpy.argsort(matrix_profile[:,0])\n",
+    "motif_list = get_motifs(matrix_profile, motif_order, window, 0.01)\n",
+    "discord_list = get_discords(matrix_profile, motif_order, window, 0.005)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "29be0b0b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 2000x600 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "figure, axis = plot.subplots(2, sharex=True, gridspec_kw={'hspace':0})\n",
+    "plot.suptitle(\"Motif discovery in Steam Flow data\", fontsize='25')\n",
+    "plot_pandas_import(axis[0], steam_data, 'steam flow')\n",
+    "plot_matrix_profile(axis[1], matrix_profile)\n",
+    "mark_discovered(motif_list, axis[0], axis[1], window, max(steam_data['steam flow']))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "6543507f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 2000x600 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "figure, axis = plot.subplots(2, sharex=True, gridspec_kw={'hspace':0})\n",
+    "plot.suptitle(\"Discord discovery in Steam Flow data\", fontsize='25')\n",
+    "plot_pandas_import(axis[0], steam_data, 'steam flow')\n",
+    "plot_matrix_profile(axis[1], matrix_profile)\n",
+    "mark_discovered(discord_list, axis[0], axis[1], window, max(steam_data['steam flow']))"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.9"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/1-STUMPY-basics/data/STUMPY_Basics_steamgen.csv b/1-STUMPY-basics/data/STUMPY_Basics_steamgen.csv
new file mode 100644
index 0000000..4059357
--- /dev/null
+++ b/1-STUMPY-basics/data/STUMPY_Basics_steamgen.csv
@@ -0,0 +1,9601 @@
+drum pressure,excess oxygen,water level,steam flow
+320.08239,2.5067738999999998,0.0327013,9.3029701
+321.71099,2.5459079,0.28479944,9.662620599999999
+320.91331,2.3605615,0.20365165,10.990955
+325.00252,0.027054182000000003,0.32618688,12.430107000000001
+326.65276,0.28564943,0.75377625,13.681666
+326.18692000000004,2.6313281,1.8518541000000002,14.608885999999998
+326.5894,0.99785528,2.3023396000000003,15.7132
+328.73489,0.0044741484,2.4473566000000004,16.536307
+329.60969,0.75569421,3.0366202,17.025369
+330.18527,0.15045549,3.5675485,17.61613
+331.73911,0.01263697,3.4628086000000002,18.101964000000002
+333.10733999999997,0.012963788,3.4233811000000003,18.617838
+332.25268,0.0014304903,3.5421269,18.635723000000002
+331.96419,1.261866,3.5426976999999997,18.751322000000002
+332.25844,-0.0045331285,3.0332127,19.508894
+332.69819,-0.036224068,2.1551742999999997,20.456632
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diff --git a/1-STUMPY-basics/data/stumpy.mplstyle b/1-STUMPY-basics/data/stumpy.mplstyle
new file mode 100644
index 0000000..c05be94
--- /dev/null
+++ b/1-STUMPY-basics/data/stumpy.mplstyle
@@ -0,0 +1,2 @@
+figure.figsize : 20, 6
+xtick.direction : out
diff --git a/1-STUMPY-basics/portable.py b/1-STUMPY-basics/portable.py
new file mode 100644
index 0000000..24eb226
--- /dev/null
+++ b/1-STUMPY-basics/portable.py
@@ -0,0 +1,85 @@
+# Anything vaguely portable from the ipython notebook is here in plaintext
+import pandas
+import stumpy
+import numpy
+import matplotlib.pyplot as plot
+import matplotlib.dates as dates
+from matplotlib.patches import Rectangle
+import datetime as dt
+
+## Process wrapper, time reporting
+from functools import wraps
+import time
+def timeit(fn):
+    def timed(*args, **kw):
+        print (f'>>> {fn.__name__} >>>')
+
+        ts = time.time()
+        result = fn(*args, **kw)
+        te = time.time()
+
+        print (f'<<< {fn.__name__} <<< {(te-ts):.3f}s')
+        return result
+    return timed
+
+@timeit
+@wraps(stumpy.stump)
+def timed_stump(dataset, w):
+    l = len(dataset)
+    ws = l - w + 1
+    print(f'Processing a matrix profile over {ws} windows...')
+    result = stumpy.stump(dataset, w)
+    return result
+
+# Basic feature extraction
+def threshold_extraction(op, cmp, profile, motif_order, window_width, threshold):
+    assert(0 < threshold < 1.0)
+    closest = profile[motif_order[0], 0]
+    cutoff = op(closest, (closest * threshold))
+    rv = []
+
+    for obs in motif_order:
+        if cmp(profile[obs,0], cutoff):
+            if not (any(map(lambda i: abs(i - obs) < window_width, rv))):
+                rv.append(obs)
+            else:
+                # If two motifs overlap it's possible the window is too small?
+                # Further criteria needed for that...
+                pass
+        else:
+            break
+    return rv
+
+def get_motifs(profile, motif_order, window_width, threshold):
+    return threshold_extraction(lambda a, b: a + b
+                               ,lambda a, b: a < b
+                               ,profile
+                               ,motif_order
+                               ,window_width
+                               ,threshold)
+
+def get_discords(profile, motif_order, window_width, threshold):
+    return threshold_extraction(lambda a, b: a - b
+                               ,lambda a, b: a > b
+                               ,profile
+                               ,numpy.flip(motif_order)
+                               ,window_width
+                               ,threshold)
+
+def mark_discovered(motif_list, data_fig, profile_fig, window_width, fig_height):
+    for motif in motif_list:
+        rect = Rectangle((motif, 0), window_width, fig_height, facecolor='lightgrey')
+        data_fig.add_patch(rect)
+        profile_fig.axvline(x=motif, linestyle='dashed')
+
+# Basic helper functions
+def plot_matrix_profile(plot_, profile):
+    plot_.set_xlabel('Time', fontsize='15')
+    plot_.set_ylabel('Distance', fontsize='15')
+    plot_.plot(profile[:, 0])
+
+from string import capwords
+plot.style.use("data/stumpy.mplstyle")
+def plot_pandas_import (plot_, data, axis_name):
+    plot_.set_ylabel(capwords(axis_name), fontsize='15')
+    plot_.plot(data[axis_name].values)
diff --git a/README.md b/README.md
index be175bb..7d48b3e 100644
--- a/README.md
+++ b/README.md
@@ -1,14 +1,27 @@
 ## Matrix Profiles Are Cool
 ... and I've been interested in them going on a year now. The mathematics involved are deceptively
 simple, relying only on a z-normalized euclidean distance comparison between Fourier transformed
-subsequences. After wrapping my head around that basic primitive I dove into [the literature][1]. Much
+subsequences. After wrapping my head around that primitive I dove into [the literature][1]. Much
 of the early academic literature regarding the MP is devoted to speeding up the calculation of
-Fourier transformations on a sliding window of subsequences.
+Fourier transformations on a sliding window of subsequences and other novel improvements and
+shortcuts in the mathematics.
 
 This repository is a collection of code relating to the [stumpy tutorial][2]. Some of it is simply
 copied in as I follow along, I have tried to mark as clearly as possible where I make my own
 extrapolations. All data related to the tutorial is also mirrored in a data directory for each entry.
 
+## 1 - STUMPY Basics
+Above what was seen in the tutorial I started on a general purpose motif function which takes the dataset
+and a computed matrix profile and returns possibly multiple motif groups. It takes 2 threshold parameters,
+one for the absolute value of the matrix profile at the given point and the other for a percentage of the
+maximum data magnitude.
+
+### TODO
+I remember reading somewhere about an upper bound on matrix profile values. I should find that again
+and calculate a percentage of the upper bound rather than having mp_thresh be an absolute value.
+The Motifs class and function should be broken off into their own module for re-use elsewhere, including
+Jupyter.
+
 
 [1]: https://www.cs.ucr.edu/%7Eeamonn/MatrixProfile.html "Resources and papers on the Matrix Profile"
 [2]: https://stumpy.readthedocs.io/en/latest/tutorials.html "stumpy tutorial"
\ No newline at end of file