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get_dataset.py
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import urllib.request
import tarfile
import os
import sys
import time
def reporthook(count, block_size, total_size):
global start_time
if count == 0:
start_time = time.time()
return
duration = time.time() - start_time
progress_size = int(count * block_size)
speed = int(progress_size / (1024 * duration))
percent = int(count * block_size * 100 / total_size)
sys.stdout.write("\r...%d%%, %d MB, %d KB/s, %d seconds passed" %
(percent, progress_size / (1024 * 1024), speed, duration))
sys.stdout.flush()
def downloadFile(url, path):
urllib.request.urlretrieve(url, path, reporthook)
def extractFile(path):
print('Extracting ', path, end=' ')
tar = tarfile.open(path, 'r:gz' )
tar.extractall(pathDataset)
tar.close()
print('Extracted')
def getData(url, path, folder):
if os.path.isfile(folder):
print(path, ' already exists, skipping download')
else:
downloadFile(url, path)
if os.path.exists(folder):
print('Skipping extract for ', folder, ', already exists')
else:
extractFile(path)
pathDataset = './dataset/'
def getDataset():
urlBios = 'https://zenodo.org/record/831348/files/bios_msd-a.tar.gz?download=1'
nameBios = 'bios.tar.gz'
folderBios = 'bios'
urlTags = 'https://zenodo.org/record/831348/files/tags_msd-a.tar.gz?download=1'
nameTags = 'tags.tar.gz'
folderTags = 'tags'
urlTriplets = 'https://zenodo.org/record/831348/files/triplets_msd-a.tar.gz?download=1'
nameTriplets = 'triplets.tar.gz'
folderTriplets = 'triplets'
if os.path.exists(pathDataset):
print(pathDataset)
print('Dataset already exists')
return
os.mkdir(pathDataset)
getData(urlBios, pathDataset+nameBios,pathDataset + folderBios)
getData(urlTags, pathDataset+nameTags, pathDataset + folderTags)
getData(urlTriplets, pathDataset+nameTriplets, pathDataset + folderTriplets)
# getDataset()