Офигеть, работает ;)
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LabWork01/LabWork3/CreateGraphics.py
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46
LabWork01/LabWork3/CreateGraphics.py
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import os
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import glob
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import pandas as pd
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import matplotlib
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matplotlib.use('Agg')
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import matplotlib.pyplot as plt
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def createGraphics(df: pd.DataFrame):
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# для сохранения диаграммы в конкретной папке
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script_dir = os.path.dirname(__file__)
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results_dir = os.path.join(script_dir, '../static/')
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if not os.path.isdir(results_dir):
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os.makedirs(results_dir)
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# ax = plt.gca()
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#
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# df.plot(kind='line', x='Store_Area', y='Items_Available', color='red', ax=ax)
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# df.plot(kind='line', x='Store_Area', y='Daily_Customer_Count', color='yellow', ax=ax)
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df.plot(x="Items_Available", y="Store_Area", kind="bar")
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plt.savefig(results_dir + 'file' + str(1) + '.jpg')
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plt.close()
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df.boxplot(column=['Store_Area', 'Items_Available', 'Daily_Customer_Count'])
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plt.savefig(results_dir + 'file' + str(2) + '.jpg')
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plt.close()
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df.boxplot(column=['Store_Sales'])
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plt.savefig(results_dir + 'file' + str(3) + '.jpg')
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plt.close()
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# # сразу загружаем все созданные png файлы
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# results_dir = os.path.join(script_dir, 'static/*')
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#
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# files = glob.glob(results_dir)
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#
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# return files
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return True
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13
LabWork01/LabWork3/DeletePng.py
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LabWork01/LabWork3/DeletePng.py
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import os
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import glob
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# функция для уудаления всех предыдущих png с графиками
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def deleteAllPng():
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script_dir = os.path.dirname(__file__)
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results_dir = os.path.join(script_dir, 'images/*')
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files = glob.glob(results_dir)
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for f in files:
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os.remove(f)
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return True
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@ -6,6 +6,9 @@ from LabWork01.AnalysSalesCustomers import analysSalesCustomersDataFrame
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from LabWork01.DataFrameAnalys import analysItemsDataFrame
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from LabWork01.FuncLoad import createDataFrame
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from LabWork01.LabWork3.AddData import addData
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from LabWork01.LabWork3.CreateGraphics import createGraphics
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from LabWork01.LabWork3.DeletePng import deleteAllPng
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app = Flask(__name__)
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@ -20,11 +23,17 @@ countNull = listShops.isnull().sum()
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@app.route("/")
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def home():
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listShops = addData(createDataFrame())
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additionListShops = addData(createDataFrame())
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print(listShops)
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# удаляем текущие диаграммы
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deleteAllPng()
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return render_template('main_page.html', context=[], tableAnalys=[], titles=[''], listTypes=listTypes, countNull=countNull, firstRow=1, secondRow=4, firstColumn=1, secondColumn=4)
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# создаём новые диаграммы
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createGraphics(additionListShops)
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image_names = ['file1.jpg', 'file2.jpg', 'file3.jpg']
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return render_template('main_page.html', context=[], image_names=image_names, tableAnalys=[], titles=[''], listTypes=listTypes, countNull=countNull, firstRow=1, secondRow=4, firstColumn=1, secondColumn=4)
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@app.route("/showDiapason", methods=['GET','POST'])
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def numtext():
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@ -62,7 +71,7 @@ def numtext():
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totalList.append(listStoreSales)
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if int(data['firstRow']) and int(data['secondRow']) and int(data['firstColumn']) and int(data['secondColumn']):
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return render_template('main_page.html', context=totalList, listTypes=listTypes, countNull=countNull,
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return render_template('main_page.html', context=totalList, image_names=[], listTypes=listTypes, countNull=countNull,
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firstColumn=int(data['firstColumn']), secondColumn=int(data['secondColumn']),
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firstRow=int(data['firstRow']), secondRow=int(data['secondRow']))
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@ -81,7 +90,8 @@ def analysis():
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print(firstAnalys)
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return render_template('main_page.html', context=[], tableAnalysOne=[firstAnalys.to_html()],
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return render_template('main_page.html', context=[], image_names=[],
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tableAnalysOne=[firstAnalys.to_html()],
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tableAnalysTwo=[secondAnalys.to_html()],
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tableAnalysThree=[thirdAnalys.to_html()],
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tableAnalysFour=[fourthAnalys.to_html()],
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@ -52,6 +52,11 @@
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{% endfor %}
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</table>
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</div>
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<div>
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{% for image_name in image_names %}
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<img src="{{ url_for('static', filename=image_name) }}" alt="{{ image_name }}">
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{% endfor %}
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</div>
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<div>
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<h3>
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Результаты первого анализа
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