How to use render_table method in yandex-tank

Best Python code snippet using yandex-tank

advanced_condition.py

Source:advanced_condition.py

...16    db.create_all()17@app.route('/')18def bismillah():19    return "Flask SQLAlchemy Advanced Condition Tutorial"20def render_table(data):21    response = "<table><tr><th>Name</th><th>Email</th><th>Age</th><th>Income</th></tr>"22    for person in data:23        response += "<tr>" + "<td>" + person.first_name + "</td>" + "<td>" + person.email + "</td>"24        response += "<td>" + str(person.age) + "</td>" + "<td>" + str(person.income) + "</td>" + "</tr>"25    response += "</table>"26    return response27def render_details(data):28    if not data:29        return ""30    response = "Name : " + data.first_name + "<br>"31    response += "Email : " + data.email + "<br>"32    response += "Age : " + str(data.age) + "<br>"33    response += "Income : " + str(data.income) + "<br>"34    return response35@app.route('/init-sample-data')36def init_sample_data():37    model_list = []38    for person_number in range(20):39        person = Person(40            first_name="Person " + str(person_number),41            email="person-" + str(person_number) + "@email.loc",42            age=13 + person_number,43            income=13 * person_number,44        )45        model_list.append(person)46    db.session.add_all(model_list)47    db.session.commit()48    return "Successfully Initialized"49@app.route('/list')50def list():51    return render_table(Person.query.all())52@app.route('/query-by-session')53def query_by_session():54    person = db.session.query(Person).first()55    return render_details(person)56@app.route('/equal')57def equal():58    person = Person.query.filter(Person.first_name == "Person 0").one()59    return render_details(person)60@app.route('/not-equal')61def mpt_equal():62    person = Person.query.filter(Person.first_name != "Person 0").all()63    return render_table(person)64@app.route('/less-than')65def less_than():66    person = Person.query.filter(Person.age < 20).all()67    return render_table(person)68@app.route('/less-than-equal')69def less_than_equal():70    person = Person.query.filter(Person.age <= 20).all()71    return render_table(person)72@app.route('/greater-than')73def greater_than():74    person = Person.query.filter(Person.age > 20).all()75    return render_table(person)76@app.route('/greater-than-equal')77def greater_than_equal():78    person = Person.query.filter(Person.age >= 20).all()79    return render_table(person)80@app.route('/like-case-sensitive')81def like_case_sensitive():82    person = Person.query.filter(Person.first_name.like("Person%")).all()83    return render_table(person)84@app.route('/like-case-insensitive')85def like_case_insensitive():86    person = Person.query.filter(Person.first_name.ilike("person%")).all()87    return render_table(person)88@app.route('/in-list')89def in_list():90    person = Person.query.filter(Person.id.in_([12, 13, 18, 1])).all()91    return render_table(person)92@app.route('/not-in-list')93def not_in_list():94    person = Person.query.filter(Person.id.not_in([12, 13, 18, 1])).all()95    return render_table(person)96@app.route('/is-null')97def is_null():98    person = Person.query.filter(Person.last_name == None).all()99    # OR100    person = Person.query.filter(Person.last_name.is_(None)).all()101    return render_table(person)102@app.route('/is-not-null')103def is_not_null():104    person = Person.query.filter(Person.last_name != None).all()105    # OR106    person = Person.query.filter(Person.last_name.is_not(None)).all()107    return render_table(person)108@app.route('/and-condition')109def and_condition():110    person_type1 = Person.query.filter(and_(Person.first_name != "Person 0", Person.first_name != "Person 1")).all()111    # OR112    person_type2 = Person.query.filter(Person.first_name != "Person 0", Person.first_name != "Person 1").all()113    # OR114    person_type3 = Person.query.filter(Person.first_name != "Person 0").filter(Person.first_name != "Person 1").all()115    response = "<h1>Type 1 </h1>"116    response += render_table(person_type1)117    response += "<br/><br/>"118    response += "<h1>Type 2 </h1>"119    response += render_table(person_type2)120    response += "<br/><br/>"121    response += "<h1>Type 3 </h1>"122    response += render_table(person_type3)123    response += "<br/><br/>"124    return response125@app.route('/or-condition')126def or_condition():127    person = Person.query.filter(or_(Person.first_name == "Person 0", Person.first_name == "Person 1")).all()128    return render_table(person)129@app.route('/order-by')130def order_by():131    person = Person.query.order_by(Person.age.asc()).all()132    # OR133    person = Person.query.order_by(Person.age.desc()).all()134    return render_table(person)135if __name__ == '__main__':...

anova.py

Source:anova.py

1from matplotlib import pyplot as plt2import pandas as pd3import numpy as np4import math5import scipy.stats as stats6from scipy.stats import norm7import statsmodels.api as sm8import statsmodels.stats.api as sms9import statsmodels.formula.api as smf10def shapiro(df, treatment_name_list, treatment_name, value_name):11    """12    check normal distribution13    """14    for i, name in enumerate(treatment_name_list):15        data = df[value_name][df[treatment_name] == name]16        stat, p = stats.shapiro(data)17        print(f'{i + 1}: Statistics={stat:.4f}, p={p:.4f}')18    return19def qq_plot(row, col, df, treatment_name_list, treatment_name, value_name, figsize=(8, 3), hspace=0.4, wspace=4):20    """21    check normal distribution22    """23    fig = plt.figure(figsize=figsize)24    fig.subplots_adjust(hspace=hspace, wspace=wspace)25    for i, name in enumerate(treatment_name_list):26        ax = fig.add_subplot(row, col, i + 1)27        data = df[value_name][df[treatment_name] == name]28        sm.qqplot(data, stats.norm, fit=True, line='45', ax=ax)29        ax.set_title(treatment_name_list[i])30    fig.tight_layout()31    plt.show()32    return33def bartlett(df, treatment_name_list, treatment_name, value_name):34    """35    Equal Variances (barlett's Test)36    """37    data = []38    for i, name in enumerate(treatment_name_list):39        data.append(df[value_name][df[treatment_name] == name])40    stat = stats.bartlett(*data)41    print(f'p-value: {stat[1]}')42    return stat43def f_oneway(data, treatment_name, value_name):44    """45    return results, aov_table, render_table, f_stat, p_value46    """47    results = smf.ols(f'{value_name} ~ C({treatment_name})', data=data).fit()48    aov_table = sms.anova_lm(results, typ=2)49    f_stat, p_value = aov_table['F'][0], aov_table['PR(>F)'][0]50    render_table = aov_table.copy()51    render_table.columns = ['Sum of Squares',52                            'Degree of Freedom', 'F', 'p-value']53    # render_table.index = ['Treatment', 'Error']54    render_table.loc['Total'] = render_table.sum()55    print(f'p-value: {p_value}')56    return results, aov_table, render_table, f_stat, p_value57def f_random_block(data, treatment_name, block_name, value_name, precision=4):58    """59    return results, aov_table, render_table, treatment_f_stat, treatment_p_value, block_f_stat, block_p_value60    """61    results = smf.ols(62        f'{value_name} ~ C({treatment_name}) + C({block_name})', data=data).fit()63    aov_table = sms.anova_lm(results, typ=2)64    treatment_f_stat, treatment_p_value = aov_table['F'][0], aov_table['PR(>F)'][0]65    block_f_stat, block_p_value = aov_table['F'][1], aov_table['PR(>F)'][1]66    render_table = aov_table.copy()67    render_table.columns = ['Sum of Squares',68                            'Degree of Freedom', 'F', 'p-value']69    render_table.index = ['Treatment', 'Block', 'Error']70    render_table.loc['Total'] = render_table.sum()71    render_table.loc['Total', ['F', 'p-value']] = np.nan72    print(73        f'Treatment p-value (main): {treatment_p_value:.{precision}f}\nBlock p-value: {block_p_value:.{precision}f}')74    return results, aov_table, render_table, treatment_f_stat, treatment_p_value, block_f_stat, block_p_value75def f_twoway(data, factorA_name, factorB_name, value_name, precision=4):76    """77    return results, aov_table, render_table, factorA_f_stat, factorA_p_value, factorB_f_stat, factorB_p_value, inter_f_stat, inter_p_value78    """79    results = smf.ols(80        f'{value_name} ~ C({factorA_name}) + C({factorB_name}) + C({factorA_name}):C({factorB_name})', data=data).fit()81    aov_table = sms.anova_lm(results, typ=2)82    factorA_f_stat, factorA_p_value = aov_table['F'][0], aov_table['PR(>F)'][0]83    factorB_f_stat, factorB_p_value = aov_table['F'][1], aov_table['PR(>F)'][1]84    inter_f_stat, inter_p_value = aov_table['F'][2], aov_table['PR(>F)'][2]85    render_table = aov_table.copy()86    render_table.columns = ['Sum of Squares',87                            'Degree of Freedom', 'F', 'p-value']88    render_table.index = ['Factor A', 'Factor B', 'Interaction', 'Error']89    render_table.loc['Total'] = render_table.sum()90    render_table.loc['Total', ['F', 'p-value']] = np.nan91    print(92        f'Factor A\'s p-value: {factorA_p_value:.{precision}f}\nFactor B\'s p-value: {factorB_p_value:.{precision}f}\nInteraction p-value: {inter_p_value:.{precision}f}')...

test_h5showList.py

Source:test_h5showList.py

...24class H5showListTest(unittest.TestCase):25    def test1(self):26        file_name = get_test_file('cadchftickdata.h5')27        with h5py.File(file_name) as loc:28            lst = render_table(loc, '/')29            self.assertEqual(len(lst), 8)30    def test2(self):31        file_name = get_test_file('compound.h5')32        with h5py.File(file_name) as loc:33            lst = render_table(loc, '/')34            self.assertEqual(len(lst), 3)35    def test3(self):36        file_name = get_test_file('compound_attr.h5')37        with h5py.File(file_name) as loc:38            lst = render_table(loc, '/')39            self.assertEqual(len(lst), 2)40    def test4(self):41        file_name = get_test_file('empty.h5')42        with h5py.File(file_name) as loc:43            lst = render_table(loc, '/')44            self.assertEqual(len(lst), 2)45    def test5(self):46        file_name = get_test_file('group100.h5')47        with h5py.File(file_name) as loc:48            lst = render_table(loc, '/')49            self.assertEqual(len(lst), 102)50    def test6(self):51        file_name = get_test_file('hdfeos5.h5')52        with h5py.File(file_name) as loc:53            lst = render_table(loc, '/')54            self.assertEqual(len(lst), 102)55    def test7(self):56        file_name = get_test_file('namedtype.h5')57        with h5py.File(file_name) as loc:58            lst = render_table(loc, '/')59            self.assertEqual(len(lst), 4)60    def test8(self):61        file_name = get_test_file('tall.h5')62        with h5py.File(file_name) as loc:63            lst = render_table(loc, '/')64            self.assertEqual(len(lst), 11)65            66            lst = render_table(loc, '/g1/g1.2/g1.2.1/slink')67            self.assertEqual(len(lst), 2)68    def test8(self):69        file_name = get_test_file('tall_with_udlink.h5')70        with h5py.File(file_name) as loc:71            lst = render_table(loc, '/')72            self.assertEqual(len(lst), 11)73            74            lst = render_table(loc, '/g1/g1.2/extlink')75            self.assertEqual(len(lst), 2)76            self.assertRaises(Exception, render_table, loc, '/g2/udlink')77    def test9(self):78        file_name = get_test_file('tgroup.h5')79        with h5py.File(file_name) as loc:80            lst = render_table(loc, '/')81            self.assertEqual(len(lst), 15)82    def test9(self):83        file_name = get_test_file('tref.h5')84        with h5py.File(file_name) as loc:85            lst = render_table(loc, '/')86            self.assertEqual(len(lst), 6)87    def test10(self):88        file_name = get_test_file('tstr.h5')89        with h5py.File(file_name) as loc:90            lst = render_table(loc, '/')91            self.assertEqual(len(lst), 7)92    def test11(self):93        file_name = get_test_file('zerodim.h5')94        with h5py.File(file_name) as loc:95            lst = render_table(loc, '/')96            self.assertEqual(len(lst), 3)97if __name__ == '__main__':98    logging.basicConfig(level=logging.INFO)99    #setup test files...

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