seifip

def create_dimers(design_pairs, sparse_factor=0.05, max_c=50, min_hard=25, min_soft=45, soft_threshold=0.8, rand_seed=seed):
  num_observations, num_pairings = design_pairs.shape

  inv_max_CT = max_c - min_hard

  m_val = 1
  c_at_threshold = max_c - min_soft + m_val
  b_val = -np.log(1 - soft_threshold) / np.log(c_at_threshold / m_val)

  dimer_distribution = sp.stats.bernoulli(sparse_factor)

seifip

import numpy as np
from scipy.stats.qmc import Sobol

dimensions = 42 # number of primers
seed = 1424
m = 8
num_codes = 2
sparse_factor = 0.125

def generate_sobol_samples(dimensions, seed, m, num_codes):

seifip

*** Keywords ***
Open cart
    Click Link    css:.wrong_class
    Assert cart page

seifip

*** Settings ***
Library           OperatingSystem
Library           Orders
Library           RPA.Browser
Library           MyUtils
Library           RobotLogListener
Variables         variables.py

seifip

    def _end_test(self, data, result):
        if not result.passed:
            current_order_id = BuiltIn().get_variable_value("${CURRENT_ORDER_ID}")
            context = f"Order {current_order_id}" if current_order_id else "General"
            log_to_bugsnag(result.message, 'error', context)

seifip

from robot.libraries.BuiltIn import BuiltIn
from RPA.core.helpers import required_param
from Logger import log_to_bugsnag

class RobotLogListener:
    ROBOT_LIBRARY_SCOPE = 'GLOBAL'
    ROBOT_LISTENER_API_VERSION = 3

    def __init__(self):
        self.ROBOT_LIBRARY_LISTENER = self

seifip

*** Keywords ***
Process order
    [Arguments]    ${order}
    Set Suite Variable    ${CURRENT_ORDER_ID}    ${order["id"]}
    Log Event    🤖 Started processing order    info    customer=${order["first_name"]} ${order["last_name"]}    zip=${order["zip"]}
    Reset application state
    Open products page
    Assert cart is empty
    Wait Until Keyword Succeeds    3x    1s    Add product to cart    ${order}
    Log Event    🛒 Added product to cart    info    name=${order["item"]}

seifip

*** Settings ***
Library           OperatingSystem
Library           Orders
Library           RPA.Browser
Library           MyUtils
Variables         variables.py

seifip

from robot.libraries.BuiltIn import BuiltIn
from Logger import log_to_bugsnag

class MyUtils:
    def log_event(self, message, severity='info', **details):
        """Logs message to Bugsnag.

        Args:
            severity (str): Log severity (error, warning, info)
            message (str): Log message

seifip

*** Keywords ***
Process order
    [Arguments]    ${order}
    Set Suite Variable    ${CURRENT_ORDER_ID}    ${order["id"]}
    Reset application state
...