diff --git a/.idea/.name b/.idea/.name
index deb6568..e5bf71f 100644
--- a/.idea/.name
+++ b/.idea/.name
@@ -1 +1 @@
-utk_tests
\ No newline at end of file
+psa
\ No newline at end of file
diff --git a/.idea/misc.xml b/.idea/misc.xml
index 661e933..9f709d9 100644
--- a/.idea/misc.xml
+++ b/.idea/misc.xml
@@ -3,7 +3,7 @@
-
+
\ No newline at end of file
diff --git a/utk_experiments/plotting/animation.mp4 b/utk_experiments/plotting/animation.mp4
index c373809..00c12a2 100644
Binary files a/utk_experiments/plotting/animation.mp4 and b/utk_experiments/plotting/animation.mp4 differ
diff --git a/utk_experiments/plotting/animation_PSA.mp4 b/utk_experiments/plotting/animation_PSA.mp4
new file mode 100644
index 0000000..ddfdaa3
Binary files /dev/null and b/utk_experiments/plotting/animation_PSA.mp4 differ
diff --git a/utk_experiments/plotting/fullfig_generated_utk.png b/utk_experiments/plotting/fullfig_generated_utk.png
index b8cedcd..5d101ee 100644
Binary files a/utk_experiments/plotting/fullfig_generated_utk.png and b/utk_experiments/plotting/fullfig_generated_utk.png differ
diff --git a/utk_experiments/plotting/plotter.ipynb b/utk_experiments/plotting/plotter.ipynb
index 9b69ae4..5a9d541 100644
--- a/utk_experiments/plotting/plotter.ipynb
+++ b/utk_experiments/plotting/plotter.ipynb
@@ -1,5 +1,18 @@
{
"cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "d0850083-6fec-4a51-8128-219c643397ce",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "import numpy as np\n",
+ "import math\n",
+ "import os"
+ ]
+ },
{
"cell_type": "code",
"execution_count": 2,
@@ -7,10 +20,6 @@
"metadata": {},
"outputs": [],
"source": [
- "import matplotlib.pyplot as plt\n",
- "import numpy as np\n",
- "import math\n",
- "\n",
"def load_pointset(path: str) -> ([], []):\n",
" xs = []\n",
" ys = []\n",
@@ -101,8 +110,6 @@
"metadata": {},
"outputs": [],
"source": [
- "import os\n",
- "\n",
"def load_pcfseries(folderpath):\n",
" pcffiles = os.listdir(folderpath)\n",
" values = {}\n",
@@ -115,15 +122,56 @@
" return values"
]
},
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "63bb5f2d-d222-47b8-99c8-1ebb0e1839ca",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def load_heck_pcf(filepath):\n",
+ " xs = []\n",
+ " ys = []\n",
+ "\n",
+ " with open(filepath, 'r') as specfile:\n",
+ " for line in specfile.readlines():\n",
+ " x, y = line.split(\" \")\n",
+ " xs.append(float(x))\n",
+ " ys.append(float(y))\n",
+ " return (xs, ys)"
+ ]
+ },
{
"cell_type": "code",
"execution_count": 19,
+ "id": "168ce96b-c7ba-49fd-b35f-f06529305a4b",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def load_heck_pcfseries(folderpath):\n",
+ " pcffiles = os.listdir(folderpath)\n",
+ " values = {}\n",
+ "\n",
+ " for pcffilename in pcffiles:\n",
+ " filename, file_extension = os.path.splitext(os.path.join(folderpath, pcffilename))\n",
+ " if file_extension != \".txt\":\n",
+ " continue\n",
+ " cutoff = pcffilename.split(\"_\")[1].split('.txt')[0]\n",
+ " values[cutoff] = load_heck_pcf(os.path.join(folderpath, pcffilename))\n",
+ "\n",
+ "\n",
+ " return values"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
"id": "cd9f363e-99f6-495d-a64c-793175509699",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
+ "image/png": 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",
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