Parse Addresses Using A URI

import pandas as pd

from deepparse import download_worldwide_addresses_sample
from deepparse.dataset_container import ListDatasetContainer
from deepparse.parser import AddressParser

Here is an example on how to parse multiple addresses. First, let’s download a small sample of Canadian addresses from the worldwide-addresses dataset. We only keep the addresses (not the tags).

addresses = [address for address, _ in download_worldwide_addresses_sample(country_code="ca", num_samples=300)]

Now let’s load the dataset using one of our dataset container

addresses_to_parse = ListDatasetContainer(addresses, is_training_container=False)

# Let’s use the FastText model on a GPU.

path_to_your_uri = "s3://<path_to_your_bucket>/fasttext.ckpt"
address_parser = AddressParser(model_type="fasttext", device=0, path_to_retrained_model=path_to_your_uri)

parsed_addresses = address_parser(addresses_to_parse[0:300])

# Print one of the parsed address
print(parsed_addresses[0])