How to use get_summary_information method in prospector

Best Python code snippet using prospector_python

helpers.py

Source:helpers.py

...137                line = line.replace(r[0], r[1])138        lines.append(line)139    140    return lines141def get_summary_information():142    """143    get_summary_information Retrieves all strings needed to fill summary.tex and title.tex144    :return: A dictionary with all strings needed to replace in the tex files.145    """ 146    if not check_file(SUMMARY_INFORMATION):147        print("I can't find summary_information.conf. Make sure it is in the source folder.")148        exit(1)149    150    config = configparser.ConfigParser()151    config.read(SUMMARY_INFORMATION)152    153    summary : dict[str, str] = {}154    155    # Copy to dictionary...

lambda_function.py

Source:lambda_function.py

...55        _csv = 'summaries_information/summary_information.csv'56    df = pd.read_csv(_csv, delimiter=',', skip_blank_lines=True, encoding='utf8')57    df.rename(columns={"Id": "number", "Date": "date", "Transaction": "amount"}, inplace=True)58    return df59def get_summary_information(account: Account, df: pd.DataFrame) -> dict:60    """61    Generates the summary information62    Args:63        account (Account): Account to use.64        df (pd.DataFrame):  Data frame to extract the summary information65    Returns:66        dict: Summary information.67        Examples:68            {'username': 'Edgar de la Cruz', 'total_balance': 39.74, 'average_credit_amount': 35.25,69            'average_debit_amount': -15.38, 'month_transactions': {'July': 2, 'August': 2}}70    """71    logger.info('Summary information')72    total_balance = df['amount'].sum().round(2)73    average_credit_amount = df[df['amount'] > 0]['amount'].mean().round(2)74    average_debit_amount = df[df['amount'] < 0]['amount'].mean().round(2)75    df['formatted_date'] = pd.to_datetime(df['date'], format='%m/%d')76    month_transactions = df.groupby(pd.Grouper(key='formatted_date', freq='M'))['amount'].count()77    month_transactions.index = month_transactions.index.strftime('%B')78    logger.info(f'Total balance is {total_balance}')79    logger.info(f'Average credit amount: {average_credit_amount}')80    logger.info(f'Average debit amount: {average_debit_amount}')81    for month, total in month_transactions.iteritems():82        logger.info(f'Number of transactions in {month}: {total}')83    summary_information = {84        "username": f"{account.name} {account.paternal_surname}",85        "total_balance": total_balance,86        "average_credit_amount": average_credit_amount,87        "average_debit_amount": average_debit_amount,88        "month_transactions": month_transactions.to_dict(),89    }90    return summary_information91def save_db(account: Account, df: pd.DataFrame) -> bool:92    """93    Save the account transactions94    Args:95        account (Account): Account record to save the transactions96        df (pd.DataFrame): Data frame from csv with the transactions97    Returns:98        bool: True for success, False otherwise.99    Returns:100    """101    logger.info('Saving transactions...')102    try:103        df['account'] = account.id104        transactions = df[['number', 'date', 'amount', 'account']].to_dict(orient='records')105        Transaction.insert_many(transactions).execute()106        return True107    except Exception as e:108        logger.info(f'An error occurred while saving the transactions: {str(e)}')109        return False110def send_mail(summary_information: dict) -> bool:111    """112    Sends an email with the summary information113    Args:114        summary_information (dict): summary information.115            {'username': 'Edgar de la Cruz', 'total_balance': 39.74, 'average_credit_amount': 35.25,116            'average_debit_amount': -15.38, 'month_transactions': {'July': 2, 'August': 2}}117    Returns:118        bool: True for success, False otherwise.119    """120    logger.info('Sending email...')121    message = Mail(122        from_email=FROM_EMAIL,123        to_emails=TO_EMAIL124    )125    message.dynamic_template_data = summary_information126    message.template_id = SENDGRID_SUMMARY_TEMPLATE_ID127    try:128        sg = SendGridAPIClient(SENDGRID_API_KEY)129        response = sg.send(message)130        logger.info(response.status_code)131        logger.info(response.body)132        logger.info(response.headers)133        return True134    except Exception as e:135        logger.info(f'An error occurred while sending the summary information: {str(e)}')136        return False137def get_account() -> Account:138    """139    Gets or creates an account with the email assigned to the environment variable TO_EMAIL140    Returns:141        Account: Account to use.142    """143    logger.info('Getting the account...')144    account, created = Account.get_or_create(145        email=TO_EMAIL,146        defaults={'name': 'Edgar', 'paternal_surname': 'de la Cruz', 'maternal_surname': 'Vasconcelos'}147    )148    return account149def lambda_handler(event=None, context=None) -> dict:150    account = get_account()151    df = read_csv()152    summary_information = get_summary_information(account, df)153    save_db(account, df)154    send_mail(summary_information)155    return {156        "message": "Processed information"157    }158if __name__ == '__main__':...

test_site_information.py

Source:test_site_information.py

...15def test_set_sites_information(site_info_handler: BinInformationHandler):16    site_info_handler.set_sites_information(BIN_TABLE)17    assert site_info_handler.get_num_sites() == 118def test_no_test_result_stored(site_info_handler: BinInformationHandler):19    assert len(site_info_handler.get_summary_information({})) == 020def test_store_test_result(site_info_handler: BinInformationHandler):21    site_info_handler.set_sites_information(BIN_TABLE)...

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