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def merge_all(*args):
  tmp = None
  args = args[0]
  for arg in args:
    if tmp is None:
      tmp = arg
    else:
      tmp = pd.merge(tmp, arg, how='inner', on=['id'])
  return tmp

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def data_generator():
  total_row = NUMBER_OF_ROWS
  files = [
    'a.csv',
    'b.csv',
    'c.csv',
    'd.csv',
  ]

  pds = get_all(files, chunksize=batch_size)

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cnt += batch_size

if cnt >= total_row:
  pds = get_all(files, chunksize=batch_size)
  cnt = 0

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# Ugly code
def call(arr):
  arr.append(1)

call(arr)

# Clean Code
def call(arr):
  arr.append(1)
  return arr

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# Ugly Code
add_address(road, block, city, state, country)

# Clean Code
add_address(address: Address)

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def one_argument(*args):
  pass

def two_arguemnts(name, *args):
  pass
  
def three_arguments(name, count, *args):
  pass

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def check_password(username, password):
  user = user_model.find_by_username(username)
  if user.password != password:
    user.increase_wrong_attempt() # Side Effect
    return False
  return True

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# Ugly Code
def set(var, val):
  if var not in mp:
    return False
  mp[var] = val
  return True

if set(count, 1):
  pass

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from zipfile import ZipFile
import os

EXCLUDE = ['./wandb', './.history', './data', './__pycache__', './results', './models', 
          './logs', './config.json', './saved_configs', './saved_models', './.ipynb_checkpoints']

INCLUDE = ['.py', '.sh']

def create(filename):
  not_excluded = lambda root: not any(root.startswith(path) for path in EXCLUDE)

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import wandb
from tqdm import tqdm


WANDB_PROJECT = "project"
TEST_CHANGES = True # Run once before changing

api = wandb.Api()
runs = [run for run in api.runs(WANDB_PROJECT)]
print(f"{len(runs)} runs found")