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authorNavan Chauhan <navanchauhan@gmail.com>2023-12-10 15:03:42 -0700
committerNavan Chauhan <navanchauhan@gmail.com>2023-12-10 15:03:42 -0700
commit18c7a32d2bc213e50f1d543245633bad33e05eed (patch)
treea96b67ebe0f14fc1b5fdbc3929de8194c2c45363
init commit
-rw-r--r--app.py145
-rw-r--r--poetry.lock788
-rw-r--r--pyproject.toml18
3 files changed, 951 insertions, 0 deletions
diff --git a/app.py b/app.py
new file mode 100644
index 0000000..8fe1de5
--- /dev/null
+++ b/app.py
@@ -0,0 +1,145 @@
+from flask import Flask, render_template, request, redirect, url_for, flash
+import json
+
+import pandas as pd
+import numpy as np
+
+import matplotlib
+matplotlib.use('Agg')
+import matplotlib.pyplot as plt
+import matplotlib.font_manager as font_manager
+
+font_path = 'times_new_roman.ttf'
+times_new_roman = font_manager.FontProperties(fname=font_path, style='normal')
+
+def plot_data(
+ x_data, y_data, std_dev_data=None,
+ title=None, x_label=None, y_label=None,
+ data_point_color='#ff0000', plot_background_color='#ffffff', constant_line=[],
+ enable_trendline=True, enable_grid=False,
+ data_series_title="Data Series",
+ trendline_color='#00ff00'
+ ):
+ fig, ax = plt.subplots(dpi=300)
+
+ if (std_dev_data):
+ main_plot = ax.errorbar(x_data, y_data, yerr=std_dev_data, fmt='o', ecolor='black', capsize=5, label=data_series_title, color=data_point_color)
+ else:
+ main_plot = ax.plot(x_data, y_data, 'o', color=data_point_color, label=data_series_title)
+
+ handles = [main_plot]
+
+ if enable_trendline:
+ z = np.polyfit(x_data, y_data, 2)
+ p = np.poly1d(z)
+ h, = ax.plot(x_data,p(x_data), linestyle="dashed", label="Trendline", color=trendline_color)
+ handles.append(h)
+
+ light_grey = 0.9
+ dar_grey = 0.4
+
+ for idx, line in enumerate(constant_line):
+ val, name = line
+ idx += 1
+ grey_shade = light_grey - (light_grey - dar_grey) * (idx / len(constant_line))
+ color = (grey_shade, grey_shade, grey_shade)
+ h = ax.axhline(y=val, linestyle='--', color=color, label=name)
+ handles.append(h)
+
+ ax.grid(True,linestyle=(0,(1,5))) # enable_grid)
+
+ ax.set_facecolor(plot_background_color)
+ ax.set_xlabel(x_label, fontproperties=times_new_roman)
+ ax.set_ylabel(y_label, fontproperties=times_new_roman)
+ title = title.replace(' in ', '\nin ')
+ ax.set_title(title, wrap=True, fontproperties=times_new_roman)
+
+ for label in (ax.get_xticklabels() + ax.get_yticklabels()):
+ label.set_fontproperties(times_new_roman)
+
+ print(handles)
+ print(handles[0])
+ print(handles[0].get_label())
+ labels = [h.get_label() for h in handles]
+ ax.legend(handles, labels, loc='best', prop=times_new_roman)
+
+ fig.patch.set_facecolor(plot_background_color)
+ fig.tight_layout(pad=3.0)
+ #ax.invert_xaxis()
+ #ax.set_xscale("log")
+
+ return fig
+
+
+app = Flask(__name__)
+
+@app.route('/')
+def index():
+ return render_template('index.html')
+
+# POST for process_data
+@app.route('/process_data', methods=['POST'])
+def process_data():
+ print(request.form)
+ x_data_json = request.form.get('xData', '[]')
+ y_data_json = request.form.get('yData', '[]')
+ std_dev_data_json = request.form.get('stdDevData', '[]')
+
+ constant_lines = []
+ for x in range(0,10):
+ try:
+ y = float(request.form['constantLine' + str(x)])
+ name = request.form['constantLineLabel' + str(x)]
+ constant_lines.append((y, name))
+ except KeyError:
+ break
+
+ x_data = json.loads(x_data_json)
+ print(x_data, x_data_json)
+ y_data = json.loads(y_data_json)
+ std_dev_data = json.loads(std_dev_data_json)
+
+ # Process data
+ x_data = [float(x) for x in x_data]
+ y_data = [float(y) for y in y_data]
+ std_dev_data = [float(std_dev) for std_dev in std_dev_data] if std_dev_data else []
+
+ x_axis_label = request.form.get('xTitle', 'X Axis')
+ y_axis_label = request.form.get('yTitle', 'Y Axis')
+ plot_title = request.form.get('plotTitle', 'Plot Title')
+
+ data_point_color = request.form.get('colorPickerDP', '#ff0000')
+ plot_background_color = request.form.get('colorPickerPlotBackground', '#ffffff')
+ color_picker_trendline = request.form.get('colorPickerTrendline', '#00ff00')
+
+ data_series_title = request.form.get('dataSeriesTitle', 'Data Series')
+
+ calc_trendline = request.form.get('calcTrendline', 'off')
+ if calc_trendline == 'on':
+ enable_trendline = True
+ else:
+ enable_trendline = False
+
+ fig = plot_data(
+ x_data, y_data, std_dev_data=std_dev_data,
+ title=plot_title, x_label=x_axis_label, y_label=y_axis_label,
+ data_point_color=data_point_color, plot_background_color=plot_background_color,
+ constant_line=constant_lines, data_series_title=data_series_title,
+ enable_trendline=enable_trendline,
+ trendline_color=color_picker_trendline
+ )
+
+ # Return plot as image
+ from io import BytesIO
+ import base64
+ buffer = BytesIO()
+ fig.savefig(buffer, format='png')
+ buffer.seek(0)
+
+ image_base64 = base64.b64encode(buffer.getvalue()).decode('utf-8').replace('\n', '')
+
+ # Embed base64 image in HTML
+ return '<img src="data:image/png;base64,{}">'.format(image_base64)
+
+if __name__ == '__main__':
+ app.run(port=8080,debug=True) \ No newline at end of file
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..22696ed
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,788 @@
+# This file is automatically @generated by Poetry 1.7.0 and should not be changed by hand.
+
+[[package]]
+name = "blinker"
+version = "1.7.0"
+description = "Fast, simple object-to-object and broadcast signaling"
+optional = false
+python-versions = ">=3.8"
+files = [
+ {file = "blinker-1.7.0-py3-none-any.whl", hash = "sha256:c3f865d4d54db7abc53758a01601cf343fe55b84c1de4e3fa910e420b438d5b9"},
+ {file = "blinker-1.7.0.tar.gz", hash = "sha256:e6820ff6fa4e4d1d8e2747c2283749c3f547e4fee112b98555cdcdae32996182"},
+]
+
+[[package]]
+name = "click"
+version = "8.1.7"
+description = "Composable command line interface toolkit"
+optional = false
+python-versions = ">=3.7"
+files = [
+ {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
+ {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[[package]]
+name = "colorama"
+version = "0.4.6"
+description = "Cross-platform colored terminal text."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+files = [
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+]
+
+[[package]]
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+version = "1.2.0"
+description = "Python library for calculating contours of 2D quadrilateral grids"
+optional = false
+python-versions = ">=3.9"
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..7a1e9ac
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,18 @@
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