Laxmikant
Laxmikant

Reputation: 2216

Extract Google Drive zip from Google colab notebook

I already have a zip of (2K images) dataset on a google drive. I have to use it in a ML training algorithm. Below Code extracts the content in a string format:

from pydrive.auth import GoogleAuth
from pydrive.drive import GoogleDrive
from google.colab import auth
from oauth2client.client import GoogleCredentials
import io
import zipfile
# Authenticate and create the PyDrive client.
# This only needs to be done once per notebook.
auth.authenticate_user()
gauth = GoogleAuth()
gauth.credentials = GoogleCredentials.get_application_default()
drive = GoogleDrive(gauth)

# Download a file based on its file ID.
#
# A file ID looks like: laggVyWshwcyP6kEI-y_W3P8D26sz
file_id = '1T80o3Jh3tHPO7hI5FBxcX-jFnxEuUE9K' #-- Updated File ID for my zip
downloaded = drive.CreateFile({'id': file_id})
#print('Downloaded content "{}"'.format(downloaded.GetContentString(encoding='cp862')))

But I have to extract and store it in a separate directory as it would be easier for processing (as well as for understanding) of the dataset.

I tried to extract it further, but getting "Not a zipfile error"

dataset = io.BytesIO(downloaded.encode('cp862'))
zip_ref = zipfile.ZipFile(dataset, "r")
zip_ref.extractall()
zip_ref.close()

Google Drive Dataset

Note: Dataset is just for reference, I have already downloaded this zip to my google drive, and I'm referring to file in my drive only.

Upvotes: 75

Views: 400775

Answers (16)

Suvo
Suvo

Reputation: 1448

If you are dealing with a zip file, like for me it is mostly thousands of images and I want to store them in a folder within the drive, then do this --

!unzip -u "/content/drive/My Drive/folder/example.zip" -d "/content/drive/My Drive/folder/NewFolder"

-u part controls extraction only if new/necessary. It is important if suddenly you lose connection or hardware switches off.

-d creates the directory and extracted files are stored there.

Of course before doing this you need to mount your drive

from google.colab import drive 
drive.mount('/content/drive')

I hope this helps! Cheers!!

Upvotes: 24

Taeef Najib
Taeef Najib

Reputation: 77

This is what worked for me.

!apt install unzip

Then I used this code to unzip the file

!unzip /content/file.zip -d /content/

Without installing unzip on Colab first you'll always receive error messages.

Upvotes: 3

Floyd Fernandes
Floyd Fernandes

Reputation: 187

Please use this command in google colab

Unzip the file you want to extract and then the location

!unzip "drive/My Drive/Project/yourfilename.zip" -d "drive/My Drive/Project/yourfolder"

Upvotes: 9

Kanade - san
Kanade - san

Reputation: 21

We assumed that you're already mounting your googleDrive to googleColab. in case if you just want to extract zip file thats contains .csv extention. just call pandas attribute read_csv

pd.read_csv('/content/drive/My Drive/folder/example.zip')

Upvotes: 0

hamed aghapanah
hamed aghapanah

Reputation: 15

in my idea, you must go to a certain path for example:

from google.colab import drive drive.mount('/content/drive/') cd drive/MyDrive/f/

then :

!apt install unzip !unzip zip_folder.zip -d unzip_folder enter image description here

Upvotes: -2

Shubham Kumar Gupta
Shubham Kumar Gupta

Reputation: 1147

Try this:

!unpack file.zip

If its now working or file is 7z try below

!apt-get install p7zip-full
!p7zip -d file_name.tar.7z
!tar -xvf file_name.tar

Or

!pip install pyunpack
!pip install patool

from pyunpack import Archive
Archive(‘file_name.tar.7z’).extractall(‘path/to/’)
!tar -xvf file_name.tar

Upvotes: 0

abdul
abdul

Reputation: 534

For Python

Connect to drive,

from google.colab import drive
drive.mount('/content/drive')

Check for directory

!ls and !pwd

For unzip

!unzip drive/"My Drive"/images.zip

Upvotes: 5

Md Hishamur Rahman
Md Hishamur Rahman

Reputation: 335

After mounting on drive, use shutil.unpack_archive. It works with almost all archive formats (e.g., “zip”, “tar”, “gztar”, “bztar”, “xztar”) and it's simple:

import shutil
shutil.unpack_archive("filename", "path_to_extract")

Upvotes: 4

Harsh Gupta
Harsh Gupta

Reputation: 1609

You can simply use this

!unzip file_location

Upvotes: 131

giapnh
giapnh

Reputation: 3258

TO unzip a file to a directory:

!unzip path_to_file.zip -d path_to_directory

Upvotes: 103

Plo_Koon
Plo_Koon

Reputation: 3033

Mount GDrive:

from google.colab import drive
drive.mount('/content/gdrive')

Open the link -> copy authorization code -> paste that into the prompt and press "Enter"

Check GDrive access:

!ls "/content/gdrive/My Drive"

Unzip (q stands for "quiet") file from GDrive:

!unzip -q "/content/gdrive/My Drive/dataset.zip"

Upvotes: 7

sargupta
sargupta

Reputation: 1033

First create a new directory:

!mkdir file_destination

Now, it's the time to inflate the directory with the unzipped files with this:

!unzip file_location -d file_destination

Upvotes: 6

Omid Ghahroodi
Omid Ghahroodi

Reputation: 91

First, install unzip on colab:

!apt install unzip

then use unzip to extract your files:

!unzip  source.zip -d destination.zip

Upvotes: 9

Alon Lavian
Alon Lavian

Reputation: 1389

To extract Google Drive zip from a Google colab notebook:

import zipfile
from google.colab import drive

drive.mount('/content/drive/')

zip_ref = zipfile.ZipFile("/content/drive/My Drive/ML/DataSet.zip", 'r')
zip_ref.extractall("/tmp")
zip_ref.close()

Upvotes: 30

Vaishnavi Bala
Vaishnavi Bala

Reputation: 129

SIMPLE WAY TO CONNECT

1) You'll have to verify authentication

from google.colab import auth
auth.authenticate_user()
from oauth2client.client import GoogleCredentials
creds = GoogleCredentials.get_application_default()

2)To fuse google drive

!apt-get install -y -qq software-properties-common python-software-properties module-init-tools
!add-apt-repository -y ppa:alessandro-strada/ppa 2>&1 > /dev/null
!apt-get update -qq 2>&1 > /dev/null
!apt-get -y install -qq google-drive-ocamlfuse fuse

3)To verify credentials

import getpass
!google-drive-ocamlfuse -headless -id={creds.client_id} -secret={creds.client_secret} < /dev/null 2>&1 | grep URL
vcode = getpass.getpass()
!echo {vcode} | google-drive-ocamlfuse -headless -id={creds.client_id} -secret={creds.client_secret}

4)Create a drive name to use it in colab ('gdrive') and check if it's working

!mkdir gdrive
!google-drive-ocamlfuse gdrive
!ls gdrive
!cd gdrive

Upvotes: 1

korakot
korakot

Reputation: 40808

Instead of GetContentString(), use GetContentFile() instead. It will save the file instead of returning the string.

downloaded.GetContentFile('images.zip') 

Then you can unzip it later with unzip.

Upvotes: 1

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