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random_mdps/download_data.py

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+import os
+import time
+from pyDataverse.api import NativeApi, DataAccessApi
+from pyDataverse.models import Dataverse
+import requests
+
+base_url = 'https://dataverse.tdl.org/'
+api_token = "70fcc8fa-3717-4c1b-863d-2da0fb5d9d35"
+api = NativeApi(base_url, api_token)
+data_api = DataAccessApi(base_url)
+
+DOI = "doi:10.18738/T8/0PRYRH"
+dataset = api.get_dataset(DOI)
+
+if not os.path.exists("random_mdps"):
+    os.makedirs("random_mdps")
+if not os.path.exists("delivery_mdp"):
+    os.makedirs("delivery_mdp")
+
+files_list = dataset.json()['data']['latestVersion']['files']
+
+# Function to download a file with retry mechanism and exponential backoff
+def download_file(download_url, headers, dir, filename):
+    max_retries = 5
+    backoff_factor = 1
+    for attempt in range(max_retries):
+        try:
+            with requests.get(download_url, headers=headers, stream=True) as response:
+                response.raise_for_status()
+                with open(os.path.join(dir, filename), "wb") as f:
+                    for chunk in response.iter_content(chunk_size=8192):
+                        f.write(chunk)
+            print(f"Successfully downloaded: {filename}")
+            return
+        except requests.RequestException as e:
+            wait_time = backoff_factor * (2 ** attempt)
+            print(f"Error downloading {filename}: {str(e)}. Retrying in {wait_time} seconds...")
+            time.sleep(wait_time)
+    print(f"Failed to download {filename} after {max_retries} attempts.")
+
+for file in files_list:
+    filename = file["dataFile"]["filename"]
+    file_id = file["dataFile"]["id"]
+    print(f"Downloading: File name {filename}, id {file_id}")
+
+    # Construct the download URL
+    download_url = f"{base_url}api/access/datafile/{file_id}"
+
+    # Set up the request headers with the API token
+    headers = {'X-Dataverse-key': api_token}
+
+    # Determine the directory
+    dir = "delivery_mdp/" if "DELIVERY" in filename else "random_mdps/"
+
+    # Download the file
+    download_file(download_url, headers, dir, filename)
+
+print("Download process completed.")