diff --git a/scripts/geodata/openaddresses/config.py b/scripts/geodata/openaddresses/config.py
new file mode 100644
index 00000000..9a9eaaba
--- /dev/null
+++ b/scripts/geodata/openaddresses/config.py
@@ -0,0 +1,33 @@
+import os
+import six
+import yaml
+
+this_dir = os.path.realpath(os.path.dirname(__file__))
+
+OPENADDRESSES_PARSER_DATA_CONFIG = os.path.join(this_dir, os.pardir, os.pardir, os.pardir,
+                                                'resources', 'parser', 'data_sets', 'openaddresses.yaml')
+
+
+class OpenAddressesConfig(object):
+    def __init__(self, path=OPENADDRESSES_PARSER_DATA_CONFIG):
+        self.path = path
+
+        config = yaml.load(open(path))
+        self.config = config['global']
+        self.country_configs = config['countries']
+
+    @property
+    def sources(self):
+        for country, config in six.iteritems(self.country_configs):
+            for file_config in config.get('files', []):
+                filename = file_config['filename'].rsplit('.', 1)[0]
+
+                yield country, filename
+
+            for subdir, subdir_config in six.iteritems(config.get('subdirs', {})):
+                for file_config in subdir_config.get('files', []):
+                    filename = file_config['filename'].rsplit('.', 1)[0]
+
+                    yield country, subdir, filename
+
+openaddresses_config = OpenAddressesConfig()
diff --git a/scripts/geodata/openaddresses/download_openaddresses.py b/scripts/geodata/openaddresses/download_openaddresses.py
new file mode 100644
index 00000000..21b98a03
--- /dev/null
+++ b/scripts/geodata/openaddresses/download_openaddresses.py
@@ -0,0 +1,46 @@
+import os
+import six
+import sys
+import requests
+import subprocess
+import yaml
+
+from six.moves.urllib_parse import urljoin
+
+this_dir = os.path.realpath(os.path.dirname(__file__))
+sys.path.append(os.path.realpath(os.path.join(os.pardir, os.pardir)))
+
+from geodata.openaddresses.formatter import OPENADDRESSES_PARSER_DATA_CONFIG
+from geodata.file_utils import ensure_dir, download_file, cd, remove_file
+
+BASE_OPENADDRESSES_DATA_URL = 'http://results.openaddresses.io'
+OPENADDRESSES_LATEST_URL = BASE_OPENADDRESSES_URL + '/latest/run/'
+
+OPENADDRESSES_EXTENSION = '.zip'
+
+
+def main(out_dir):
+    ensure_dir(out_dir)
+
+    config = yaml.load(open(OPENADDRESSES_PARSER_DATA_CONFIG))
+
+    with cd(out_dir):
+        for path in openaddresses_config.sources:
+            source = '/'.join(path)
+            zip_file = path[-1] + OPENADDRESSES_EXTENSION
+            zip_url = source + OPENADDRESSES_EXTENSION
+            url = OPENADDRESSES_LATEST_URL + zip_url
+
+            zip_path = os.path.join(out_dir, zip_file)
+
+            print('downloading: {}', source)
+            if download_file(url, zip_path):
+                subprocess.check_call(['unzip', zip_path])
+                remove_file(zip_path)
+
+
+if __name__ == '__main__':
+    if len(sys.argv) < 2:
+        print('Usage: python download_openaddresses.py out_dir')
+        sys.exit(1)
+    main(sys.argv[1])
diff --git a/scripts/geodata/openaddresses/fetch_openaddresses.sh b/scripts/geodata/openaddresses/fetch_openaddresses.sh
deleted file mode 100644
index 76c68da9..00000000
--- a/scripts/geodata/openaddresses/fetch_openaddresses.sh
+++ /dev/null
@@ -1,2 +0,0 @@
-wget http://s3.amazonaws.com/data.openaddresses.io/openaddr-collected-global.zip
-unzip openaddr-collected-global.zip
\ No newline at end of file
diff --git a/scripts/geodata/openaddresses/formatter.py b/scripts/geodata/openaddresses/formatter.py
index 5b96cbb7..f45e25dc 100644
--- a/scripts/geodata/openaddresses/formatter.py
+++ b/scripts/geodata/openaddresses/formatter.py
@@ -18,16 +18,12 @@ from geodata.countries.names import country_names
 from geodata.encoding import safe_decode, safe_encode
 from geodata.language_id.disambiguation import UNKNOWN_LANGUAGE
 from geodata.math.sampling import cdf, weighted_choice
+from geodata.openaddresses.config import openaddresses_config
 from geodata.places.config import place_config
 from geodata.text.utils import is_numeric, is_numeric_strict
 
 from geodata.csv_utils import tsv_string, unicode_csv_reader
 
-this_dir = os.path.realpath(os.path.dirname(__file__))
-
-OPENADDRESSES_PARSER_DATA_CONFIG = os.path.join(this_dir, os.pardir, os.pardir, os.pardir,
-                                                'resources', 'parser', 'data_sets', 'openaddresses.yaml')
-
 OPENADDRESSES_FORMAT_DATA_TAGGED_FILENAME = 'openaddresses_formatted_addresses_tagged.tsv'
 OPENADDRESSES_FORMAT_DATA_FILENAME = 'openaddresses_formatted_addresses.tsv'
 
@@ -69,10 +65,6 @@ class OpenAddressesFormatter(object):
         self.components = components
         self.language_rtree = components.language_rtree
 
-        config = yaml.load(open(OPENADDRESSES_PARSER_DATA_CONFIG))
-        self.config = config['global']
-        self.country_configs = config['countries']
-
         self.debug = debug
 
         self.formatter = AddressFormatter()
@@ -414,14 +406,14 @@ class OpenAddressesFormatter(object):
 
         i = 0
 
-        for country_dir, config in six.iteritems(self.country_configs):
+        for country_dir, config in six.iteritems(openaddresses_config.country_configs):
             for file_config in config.get('files', []):
                 filename = file_config['filename']
 
                 print(six.u('doing {}/{}').format(country_dir, filename))
 
                 path = os.path.join(base_dir, country_dir, filename)
-                configs = (file_config, config, self.config)
+                configs = (file_config, config, openaddresses_config.config)
                 for language, country, formatted_address in self.formatted_addresses(path, configs, tag_components=tag_components):
                     if not formatted_address or not formatted_address.strip():
                         continue