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metmuseum_fetched.py
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#!/usr/bin/env python
"""
This file is dedicated to querying data from the MetMuseum API.
"""
# Standard library
import argparse
import csv
import os
import sys
import traceback
# Third-party
import requests
import yaml
from requests.adapters import HTTPAdapter
from urllib3.util.retry import Retry
# Add parent directory so shared can be imported
sys.path.append(os.path.join(os.path.dirname(__file__), ".."))
# First-party/Local
import shared # noqa: E402
# Setup
LOGGER, PATHS = shared.setup(__file__)
# Log the start of the script execution
LOGGER.info("Script execution started.")
def parse_arguments():
"""
Parses command-line arguments, returns parsed arguments.
"""
LOGGER.info("Parsing command-line arguments")
parser = argparse.ArgumentParser(
description="MetMuseum Data Fetching Script"
)
parser.add_argument(
"--licenses", type=int, default=1, help="Number of licenses to query"
)
return parser.parse_args()
def set_up_data_file():
"""
Sets up the data file for recording results.
"""
LOGGER.info("Setting up the data file for recording results.")
header = "LICENSE TYPE,Document Count\n"
with open(
os.path.join(PATHS["data_phase"], "metmuseum_fetched.csv"), "w"
) as f:
f.write(header)
def get_request_url():
"""
Provides the API Endpoint URL for MetMuseum data.
Returns:
string: The API Endpoint URL for the query.
"""
LOGGER.info("Providing the API Endpoint URL for MetMuseum data.")
return "https://collectionapi.metmuseum.org/public/collection/v1/objects"
def get_response_elems():
"""
Retrieves the total number of documents from the MetMuseum API.
Returns:
dict: A dictionary containing the total document count.
"""
LOGGER.info("Querying metadata from the MetMuseum API.")
try:
request_url = get_request_url()
max_retries = Retry(
total=5,
backoff_factor=10,
status_forcelist=[403, 408, 429, 500, 502, 503, 504],
)
session = requests.Session()
session.mount("https://", HTTPAdapter(max_retries=max_retries))
with session.get(request_url) as response:
response.raise_for_status()
search_data = response.json()
return {"totalResults": search_data.get("total", 0)}
except Exception as e:
LOGGER.error(f"Error occurred during request: {e}")
raise shared.QuantifyingException(f"Error fetching data: {e}", 1)
def retrieve_license_data():
"""
Retrieves the data for the public domain license from the MetMuseum API.
Returns:
int: The total number of documents retrieved.
"""
LOGGER.info(
"Retrieving the data for public domain license from MetMuseum."
)
data_dict = get_response_elems()
total_docs_retrieved = int(data_dict["totalResults"])
record_results("publicdomain/zero/1.0", data_dict)
return total_docs_retrieved
def record_results(license_type, data):
"""
Records the data for a specific license type into the CSV file.
Args:
license_type: The license type.
data: A dictionary containing the data to record.
"""
LOGGER.info(f"Recording data for license: {license_type}")
row = [license_type, data["totalResults"]]
with open(
os.path.join(PATHS["data_phase"], "metmuseum_fetched.csv"),
"a",
newline="",
) as f:
writer = csv.writer(f, dialect="unix")
writer.writerow(row)
def load_state():
"""
Loads the state from a YAML file, returns the last recorded state.
Returns:
dict: The last recorded state.
"""
if os.path.exists(PATHS["state"]):
with open(PATHS["state"], "r") as f:
return yaml.safe_load(f)
return {"total_records_retrieved (metmuseum)": 0}
def save_state(state: dict):
"""
Saves the state to a YAML file.
Args:
state: The state dictionary to save.
"""
with open(PATHS["state"], "w") as f:
yaml.safe_dump(state, f)
def main():
# Fetch and merge changes
shared.fetch_and_merge(PATHS["repo"])
# args = parse_arguments()
state = load_state()
total_docs_retrieved = state["total_records_retrieved (metmusuem)"]
LOGGER.info(f"Initial total_documents_retrieved: {total_docs_retrieved}")
goal_documents = 1000 # Set goal number of documents
if total_docs_retrieved >= goal_documents:
LOGGER.info(
f"Goal of {goal_documents} documents already achieved."
" No further action required."
)
return
# Log the paths being used
shared.log_paths(LOGGER, PATHS)
# Create data directory for this phase
os.makedirs(PATHS["data_phase"], exist_ok=True)
if total_docs_retrieved == 0:
set_up_data_file()
# Retrieve and record data
docs_retrieved = retrieve_license_data()
# Update the state with the new count of retrieved records
total_docs_retrieved += docs_retrieved
LOGGER.info(
f"Total documents retrieved after fetching: {total_docs_retrieved}"
)
state["total_records_retrieved (metmuseum)"] = total_docs_retrieved
save_state(state)
# Add and commit changes
shared.add_and_commit(
PATHS["repo"], PATHS["data_quarter"], "Add and commit MetMuseum data"
)
# Push changes
shared.push_changes(PATHS["repo"])
if __name__ == "__main__":
try:
main()
except shared.QuantifyingException as e:
if e.exit_code == 0:
LOGGER.info(e.message)
else:
LOGGER.error(e.message)
sys.exit(e.exit_code)
except SystemExit as e:
LOGGER.error(f"System exit with code: {e.code}")
sys.exit(e.code)
except KeyboardInterrupt:
LOGGER.info("(130) Halted via KeyboardInterrupt.")
sys.exit(130)
except Exception:
LOGGER.exception(f"(1) Unhandled exception: {traceback.format_exc()}")
sys.exit(1)