elena-roff

# can also include requirements
# create _init_.py in the package folder
# to install: `pip install -e .`
# or with the github/lab url `pip install git+ssh://[email protected]/...`

import os
import setuptools

here = os.path.abspath(os.path.dirname(__file__))

elena-roff

import psycopg2
import psycopg2.extras
from configparser import ConfigParser
import logging

logger = logging.getLogger()
logging.basicConfig(format='%(asctime)s %(message)s')
logger.setLevel(logging.DEBUG)

elena-roff

from collections import defaultdict, Counter
from typing import Mapping, List

""" Most commom element with Counter.""
stuff: List = ['book', 'book', 'phone', 'book', 'phone']
cnt = Counter(stuff)
# first most common
# first element of the list and a tuple
cnt.most_common(1)[0][0]
# 'book'

elena-roff

filters = {
  'field_1': <threshold value for the field1>,
  'field_2': <threshold value for the field2>,
  }

# creates a matrix of True's
mask = np.ones(features.shape[0], dtype=bool)

for field, threshold_value in filters.items():
    # updates the matrix with

elena-roff

from sklearn.metrics import precision_score, recall_score, precision_recall_curve
import matplotlib.pyplot as plt


def plt_prc(recall, precision, label=None):
    plt.step(recall, precision, label=label)
    plt.xlabel('Recall')
    plt.ylabel('Precision')
    plt.ylim([0.0, 1.05])
    plt.xlim([0.0, 1.0])

elena-roff

def create_link(file_name, file_id):
    return f'http://localhost:port/{file_name}/{file_id}'
  
def make_clickable(val):
    # target _blank to open new window
    return '<a target="_blank" href="{}">{}</a>'.format(val, val)

data['link'] = data.apply(lambda x: create_link(str(x['file_path']), x['file_id']), axis=1)
clickable_table = data.style.format({'link': make_clickable})

elena-roff

import globt

# if you need a list, just use glob.glob instead of glob.iglob
for filename in glob.iglob('src/**/*.c', recursive=True):
    pprint(filename)

    
# ----- OR -----

from pathlib import Path

elena-roff

headers = {
    'Content-Type': 'application/json',
    'Authorization': ('...'),
    'accept': 'application/json'
}


def test_post(client):
    response = client.post('/endpoint',
                           data=json.dumps(payload),

elena-roff

import pytest
from <service> import app
# ex: app = flask.Flask(__name__, static_url_path='/static')


@pytest.fixture
def client():
    app.app.config['TESTING'] = True
    client = app.app.test_client()
    yield client

elena-roff

def test_format_to_dict():
    """ Tests formatting to a dictionary. """
    data_to_transform = defaultdict(lambda: defaultdict(lambda: {}))
    assert isinstance(format_to_dict(data_to_transform), dict)


def test_valid():
    valid_data = {'valid_key': 1}
    assert function_to_test(valid_data) == 1