Желаемая зарплата: {cv['salary']}.
" + res += f"Образование: {cv['educationType']}.
" + + return res + + +@app.route("/dashboard") +def dashboard(): + con = sqlite3.connect('works.sqlite') + result = con.execute('SELECT SUBSTR(dateModify, 1, 4), COUNT(*)' + ' FROM works' + ' WHERE dateModify NOT NULL' + ' GROUP BY SUBSTR(dateModify, 1, 4)').fetchall() + con.close() + return render_template('d2.html', + cvs=get_cv(), + labels=[row[0] for row in result], + data=[row[1] for row in result] + ) + + +def dict_factory(cursor, row): + # обертка для преобразования + # полученной строки. (взята из документации) + d = {} + for idx, col in enumerate(cursor.description): + d[col[0]] = row[idx] + return d + + +def get_cv(): + con = sqlite3.connect('works.sqlite') + con.row_factory = dict_factory + res = list(con.execute('select * from works limit 20')) + con.close() + return res + + +@app.route('/plot.png') +def plot_png(): + fig = create_figure() + output = io.BytesIO() + FigureCanvas(fig).print_png(output) + return Response(output.getvalue(), mimetype='image/png') + + +def create_figure(): + fig = Figure() + axis = fig.add_subplot(1, 1, 1) + xs = range(100) + ys = [random.randint(1, 50) for x in xs] + axis.plot(xs, ys) + return fig + +@app.route("/topJobs") +def topJobs(): + works = pandas.read_csv("works.csv").dropna() + works = works.apply(lambda x: x.astype(str).str.lower()) + all_count = len(works) + con = sqlite3.connect('works.sqlite') + + jobTitles = list(con.execute(f'SELECT jobTitle FROM works')) + qualifications = list(con.execute(f'SELECT qualification FROM works')) + con.close() + + people_count = count(jobTitles, qualifications) + managers = works[works["jobTitle"].str.contains("менеджер")] + top_managers = managers['qualification'].value_counts().head(5).index.values.tolist() + engineers = works[works["qualification"].str.contains("инженер")] + top_engineers = engineers['jobTitle'].value_counts().head(5).index.values.tolist() + return render_template('topJobs.html', + all_count=all_count, + people_count=people_count, + top_managers=top_managers, + top_engineers=top_engineers) + +def top(top_size, field_to_search, field_to_return, str_to_search): + result = '' + result_array = [] + for (f1, f2) in zip(field_to_search, field_to_return): + if str(f1[0]).lower().find(str_to_search[:-2]) != -1: + if str(f2[0]).find('None') == -1: + result_array.append(f1[0]) + for i in range(top_size): + result += f"- {result_array[i][0]} - {result_array[i][1]} чел.
" + return result + +def count(field1, field2): + result = 0 + total = 0 + for f1, f2 in zip(field1, field2): + total += 1 + if not match(f1[0], f2[0]) and not match(f2[0], f1[0]): + result += 1 + return result,total + +def match(f1, f2): + array = str(f1).lower().replace('-', ' ').split() + for word in array: + if word in str(f2).lower(): + return True + return False + +app.run() \ No newline at end of file diff --git a/templates/d2.html b/templates/d2.html index da76864..a1c5820 100644 --- a/templates/d2.html +++ b/templates/d2.html @@ -199,25 +199,11 @@