{ "cells": [ { "cell_type": "markdown", "id": "dc2f5f7e-c94d-468e-9a4d-8f3a4c0126b9", "metadata": {}, "source": [ "# Test\n", "\n", "This notebook tests the functions and classes in myimagelib." ] }, { "cell_type": "code", "execution_count": 7, "id": "5b560d98-6845-4a52-abef-70b0c41e1a80", "metadata": {}, "outputs": [], "source": [ "import os\n", "cwd = os.getcwd()\n", "import sys\n", "sys.path.insert(0, os.path.abspath(os.path.join(cwd, \"..\", \"..\", \"..\", \"src\")))\n", "import requests\n", "import matplotlib.pyplot as plt\n", "from io import BytesIO\n", "from skimage.io import imread\n", "google_download_handle = \"https://drive.google.com/uc?export=download&id={}\"\n", "import numpy as np\n", "import cv2\n", "from myimagelib import readdata, show_progress, to8bit, bestcolor, rawImage, imfindcircles, xy_bin, PIV, compact_PIV, apply_mask\n", "import pandas as pd" ] }, { "cell_type": "markdown", "id": "41e06b7b", "metadata": {}, "source": [ "## `myImageLib`" ] }, { "cell_type": "markdown", "id": "6ac3e4aa", "metadata": {}, "source": [ "### `readdata`" ] }, { "cell_type": "code", "execution_count": 8, "id": "be2b1f7a", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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NameDir
0compact_PIV.\\compact_PIV.ipynb
1find_circles.\\find_circles.ipynb
2test.\\test.ipynb
\n", "
" ], "text/plain": [ " Name Dir\n", "0 compact_PIV .\\compact_PIV.ipynb\n", "1 find_circles .\\find_circles.ipynb\n", "2 test .\\test.ipynb" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "l = readdata(\".\", \"ipynb\")\n", "l" ] }, { "cell_type": "markdown", "id": "de127867", "metadata": {}, "source": [ "### `show_progress`" ] }, { "cell_type": "code", "execution_count": 9, "id": "14d1ab47", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "test [########################################----------------------------------------] 50.0%\r" ] } ], "source": [ "show_progress(0.5, label=\"test\", bar_length=80)" ] }, { "cell_type": "markdown", "id": "f3d21b60", "metadata": {}, "source": [ "### `to8bit`\n", "\n", "1. Download the test image." ] }, { "cell_type": "code", "execution_count": 10, "id": "bb285aba", "metadata": {}, "outputs": [], "source": [ "# Download condensation image from the cloud\n", "url = google_download_handle.format(\"1OTTXhvSrfgPmFcqjTQEaam9e5vgSEP79\") # replace with your image URL\n", "response = requests.get(url, stream=True)\n", "img = imread(BytesIO(response.content))" ] }, { "cell_type": "markdown", "id": "5928b033", "metadata": {}, "source": [ "2. Convert to 8-bit and enhance the contrast." ] }, { "cell_type": "code", "execution_count": 11, "id": "603338d4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(-0.5, 399.5, 499.5, -0.5)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(6, 4))\n", "ax[0].imshow(img, cmap=\"gray\")\n", "ax[0].set_title(\"Raw image\")\n", "ax[0].axis(\"off\")\n", "# Convert to 8-bit and enhance contrast\n", "img8 = to8bit(img)\n", "ax[1].imshow(img8, cmap=\"gray\")\n", "ax[1].set_title(\"8-bit image\")\n", "ax[1].axis(\"off\")" ] }, { "cell_type": "markdown", "id": "aed44ce6", "metadata": {}, "source": [ "### `imfindcircles`" ] }, { "cell_type": "markdown", "id": "04b510e7", "metadata": {}, "source": [ "1. Download the test image." ] }, { "cell_type": "code", "execution_count": 12, "id": "b2db9efc", "metadata": {}, "outputs": [], "source": [ "# Download condensation image from the cloud\n", "url = google_download_handle.format(\"1LFRt5ozQjJ_WVrWBoPQOFVNl5ZWb8ytP\") # replace with your image URL\n", "response = requests.get(url, stream=True)\n", "img = imread(BytesIO(response.content))" ] }, { "cell_type": "code", "execution_count": 13, "id": "300e3afa", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(-0.5, 3935.5, 2623.5, -0.5)" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# convert to grayscale\n", "gray = cv2.cvtColor(img, cv2.COLOR_RGB2GRAY)\n", "plt.imshow(gray, cmap=\"gray\")\n", "# find circles\n", "circles = imfindcircles(gray, [50, 100], sensitivity=0.7, smooth_window=21)\n", "for _, row in circles.iterrows():\n", " circ = plt.Circle((row[\"x\"], row[\"y\"]), row[\"r\"], color='r', fill=False)\n", " plt.gca().add_patch(circ)\n", "plt.axis(\"off\")" ] }, { "cell_type": "markdown", "id": "c0714470", "metadata": {}, "source": [ "### `xy_bin`" ] }, { "cell_type": "markdown", "id": "4265b0bb", "metadata": {}, "source": [ "1. Generate dense data" ] }, { "cell_type": "code", "execution_count": 14, "id": "cf699d7a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# craete a dense data\n", "s = int(1e6)\n", "x = np.arange(s)\n", "y = np.sin(0.00001*x) + np.random.rand(s)*.1\n", "# plot\n", "plt.plot(x, y, label=\"raw\")\n", "xb, yb = xy_bin(x, y, n=50, mode=\"lin\")\n", "plt.scatter(xb, yb, color=bestcolor(1), label=\"binned\", zorder=10)\n", "plt.legend(frameon=False)" ] }, { "cell_type": "markdown", "id": "472c36ad", "metadata": {}, "source": [ "### `bestcolor`" ] }, { "cell_type": "code", "execution_count": 15, "id": "91b299d5", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for i in range(10):\n", " plt.scatter(i, 0, s=100, color=bestcolor(i))" ] }, { "cell_type": "markdown", "id": "392b4e42", "metadata": {}, "source": [ "## `pivLib`" ] }, { "cell_type": "markdown", "id": "ff7e9563", "metadata": {}, "source": [ "### ``PIV``" ] }, { "cell_type": "code", "execution_count": 16, "id": "00feddd6", "metadata": {}, "outputs": [], "source": [ "# Download condensation image from the cloud\n", "url = google_download_handle.format(\"1lc5JlOipgvTGRtvSEavF82xe26iLyHFX\") # replace with your image URL\n", "response = requests.get(url, stream=True)\n", "I0 = imread(BytesIO(response.content))\n", "url = google_download_handle.format(\"1QXTD6glGy_MAF2sSp9tiv6KeEEeuVz1q\") # replace with your image URL\n", "response = requests.get(url, stream=True)\n", "I1 = imread(BytesIO(response.content))" ] }, { "cell_type": "code", "execution_count": 17, "id": "fafcc1bc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x, y, u, v = PIV(I0, I1, 32)\n", "plt.imshow(I0, cmap=\"gray\")\n", "plt.quiver(x, y, u, -v, color=\"yellow\")" ] }, { "cell_type": "markdown", "id": "3c120b3a", "metadata": {}, "source": [ "### `to_dataframe`" ] }, { "cell_type": "code", "execution_count": 18, "id": "7525f9ac", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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xyuv
016.018.00.004263-0.047905
132.018.00.017182-0.063848
248.018.00.023226-0.040136
364.018.00.040622-0.049772
480.018.00.117607-0.147990
\n", "
" ], "text/plain": [ " x y u v\n", "0 16.0 18.0 0.004263 -0.047905\n", "1 32.0 18.0 0.017182 -0.063848\n", "2 48.0 18.0 0.023226 -0.040136\n", "3 64.0 18.0 0.040622 -0.049772\n", "4 80.0 18.0 0.117607 -0.147990" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from myimagelib.pivLib import to_dataframe\n", "pivData = to_dataframe(x, y, u, v)\n", "pivData.head()" ] }, { "cell_type": "markdown", "id": "b2318cd7", "metadata": {}, "source": [ "### ``apply_mask``" ] }, { "cell_type": "code", "execution_count": 19, "id": "470c9225", "metadata": {}, "outputs": [], "source": [ "url = google_download_handle.format(\"1r4Ry9eR-eKQoeTjxmJS9ZZ1aSaiHr-df\") # replace with your image URL\n", "response = requests.get(url, stream=True)\n", "mask = imread(BytesIO(response.content))" ] }, { "cell_type": "code", "execution_count": 20, "id": "58c744a9", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
xyuvmask
016.018.00.004263-0.047905False
132.018.00.017182-0.063848False
248.018.00.023226-0.040136False
364.018.00.040622-0.049772False
480.018.00.117607-0.147990True
\n", "
" ], "text/plain": [ " x y u v mask\n", "0 16.0 18.0 0.004263 -0.047905 False\n", "1 32.0 18.0 0.017182 -0.063848 False\n", "2 48.0 18.0 0.023226 -0.040136 False\n", "3 64.0 18.0 0.040622 -0.049772 False\n", "4 80.0 18.0 0.117607 -0.147990 True" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pivData = to_dataframe(x, y, u, v)\n", "masked_pivData = apply_mask(pivData, mask)\n", "masked_pivData.head()" ] }, { "cell_type": "markdown", "id": "ee6be3d2", "metadata": {}, "source": [ "### `to_matrix`" ] }, { "cell_type": "code", "execution_count": 21, "id": "eba68588", "metadata": {}, "outputs": [], "source": [ "from myimagelib.pivLib import to_matrix\n", "x, y, u, v = to_matrix(masked_pivData)" ] }, { "cell_type": "markdown", "id": "b179f31c", "metadata": {}, "source": [ "## `corrLib`" ] }, { "cell_type": "code", "execution_count": 22, "id": "d73ce914", "metadata": {}, "outputs": [], "source": [ "from myimagelib.corrLib import corrS, corrI, divide_windows, distance_corr, \\\n", " density_fluctuation, local_df, compute_energy_density, compute_wavenumber_field, \\\n", " energy_spectrum, autocorr1d, vacf_piv" ] }, { "cell_type": "markdown", "id": "1a1b3733", "metadata": {}, "source": [ "### `corrS`" ] }, { "cell_type": "code", "execution_count": 24, "id": "9a926ad4", "metadata": {}, "outputs": [], "source": [ "x, y, u, v = to_matrix(pivData)\n", "X, Y, CA, CV = corrS(x, y, u, v)" ] }, { "cell_type": "code", "execution_count": 30, "id": "6be8ddb6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(, (-0.5, 11.5, 14.5, -0.5))" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(6, 4))\n", "ax[0].imshow(CA), ax[0].axis(\"off\")\n", "ax[1].imshow(CV), ax[1].axis(\"off\")" ] }, { "cell_type": "markdown", "id": "148178d9", "metadata": {}, "source": [ "### `divide_windows`" ] }, { "cell_type": "code", "execution_count": 45, "id": "755468fc", "metadata": {}, "outputs": [], "source": [ "X, Y, I = divide_windows(I0, windowsize=[32, 32])" ] }, { "cell_type": "code", "execution_count": 47, "id": "d2451730", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(-0.5, 36.5, 46.5, -0.5)" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.imshow(I)\n", "plt.axis(\"off\")" ] }, { "cell_type": "markdown", "id": "9653a762", "metadata": {}, "source": [ "### `distance_corr`" ] }, { "cell_type": "code", "execution_count": 50, "id": "8d26de35", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "X, Y, CA, CV = corrS(x, y, u, v)\n", "dc = distance_corr(X, Y, CV)\n", "plt.plot(dc.R, dc.C)" ] }, { "cell_type": "markdown", "id": "a11d4542", "metadata": {}, "source": [ "### `energy_spectrum`" ] }, { "cell_type": "code", "execution_count": 51, "id": "df4b471c", "metadata": {}, "outputs": [], "source": [ "es = energy_spectrum(pivData, d=25*0.33)" ] }, { "cell_type": "code", "execution_count": 53, "id": "89a8d057", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 53, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(es.k, es.E)" ] }, { "cell_type": "markdown", "id": "21f1429d", "metadata": {}, "source": [ "### `autocorr1d`" ] }, { "cell_type": "code", "execution_count": 55, "id": "bcc9b6d8", "metadata": {}, "outputs": [], "source": [ "t = np.linspace(0, 10)\n", "x = np.sin(t)\n", "corr, t = autocorr1d(x, t)" ] }, { "cell_type": "code", "execution_count": 56, "id": "5adf49cc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 56, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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