Add Smithsonian process and report script

scripts/1-fetch/smithsonian_fetch.py

@@ -39,13 +39,77 @@
     "TOTAL_OBJECTS",
 ]
 HEADER_2_UNITS = [
-    "UNIT",
+    "UNIT_CODE",
+    "DATA_SOURCE",
     "CC0_RECORDS",
     "CC0_RECORDS_WITH_CC0_MEDIA",
     "TOTAL_OBJECTS",
 ]
 QUARTER = os.path.basename(PATHS["data_quarter"])
 
+# Manually compiled unit code and name from URL
+# 'https://github.com/Smithsonian/OpenAccess'
+UNIT_MAP = {
+    "AAA": "Archives of American Art",
+    "AAG": "Archives of American Gardens",
+    "ACM": "Anacostia Community Museum",
+    "ACMA": "Anacostia Community Museum Archives",
+    "CFCHFOLKLIFE": "Ralph Rinzler Folklife Archives and Collections",
+    "CHNDM": "Cooper Hewitt, Smithsonian Design Museum",
+    "FBR": "Smithsonian Field Book Project",
+    "FSG": "Freer Gallery of Art and Arthur M. Sackler Gallery",
+    "HAC": "Smithsonian Gardens",
+    "HMSG": "Hirshhorn Museum and Sculpture Garden",
+    "HSFA": "Human Studies Film Archives",
+    "NASM": "National Air and Space Museum",
+    "NMAAHC": "National Museum of African American History and Culture",
+    "NMAH": "National Museum of American History",
+    "NMAI": "National Museum of the American Indian",
+    "NMAfA": "National Museum of African Art",
+    "NMNHANTHRO": ("National Musuem of Natural History - Anthropology Dept."),
+    "NMNHBIRDS": (
+        "National Musuem of Natural History - Vertebrate Zoology - Birds"
+        " Division"
+    ),
+    "NMNHBOTANY": ("National Musuem of Natural History - Botany Dept."),
+    "NMNHEDUCATION": (
+        "National Musuem of Natural History - Education & Outreach"
+    ),
+    "NMNHENTO": ("National Musuem of Natural History - Entomology Dept."),
+    "NMNHFISHES": (
+        "National Musuem of Natural History - Vertebrate Zoology - Fishes"
+        " Division"
+    ),
+    "NMNHHERPS": (
+        "National Musuem of Natural History - Vertebrate Zoology - Herpetology"
+        " Division"
+    ),
+    "NMNHINV": (
+        "National Musuem of Natural History - Invertebrate Zoology Dept."
+    ),
+    "NMNHMAMMALS": (
+        "National Musuem of Natural History"
+        " - Vertebrate Zoology - Mammals Division"
+    ),
+    "NMNHMINSCI": (
+        "National Musuem of Natural History" " - Mineral Sciences Dept."
+    ),
+    "NMNHPALEO": ("National Musuem of Natural History - Paleobiology Dept."),
+    "NPG": "National Portrait Gallery",
+    "NPM": "National Postal Museum",
+    "NZP": "Smithsonian's National Zoo & Conservation Biology Institute",
+    "OCIO_DPO3D": "OCIO Digital Preservation & 3D Team",
+    "OFEO-SG": "Office of Facilities Engineering &"
+    " Operations – Smithsonian Gardens",
+    "SAAM": "Smithsonian American Art Museum",
+    "SIA": "Smithsonian Institution Archives",
+    "SIL": "Smithsonian Libraries",
+    "SILAF": "Smithsonian Institution Libraries, African Section",
+    "SILNMAHTL": "Smithsonian Institution Libraries,"
+    " National Museum of American History, Library",
+    "SLA_SRO": "Smithsonian Libraries Archives, Special Research/Operations",
+}
+
 
 def parse_arguments():
     """
@@ -102,7 +166,7 @@ def query_smithsonian(args, session):
             " API key is set in .env",
             1,
         )
-    LOGGER.info("Fetch CC0 metrics and units from units from Smithsonain")
+    LOGGER.info("Fetch CC0 metrics and units from units from Smithsonian")
     url = "https://api.si.edu/openaccess/api/v1.0/stats"
     params = {"api_key": DATA_GOV_API_KEY}
     try:
@@ -132,15 +196,16 @@ def query_smithsonian(args, session):
             continue
         data_units.append(
             {
-                "UNIT": unit["unit"],
+                "UNIT_CODE": unit["unit"],
+                "DATA_SOURCE": UNIT_MAP.get(unit["unit"], unit["unit"]),
                 "CC0_RECORDS": unit["metrics"]["CC0_records"],
                 "CC0_RECORDS_WITH_CC0_MEDIA": unit["metrics"][
                     "CC0_records_with_CC0_media"
                 ],
                 "TOTAL_OBJECTS": unit["total_objects"],
             }
         )
-    data_units = sorted(data_units, key=itemgetter("UNIT"))
+    data_units = sorted(data_units, key=itemgetter("UNIT_CODE"))
     LOGGER.info(f"Fetched stats for {len(data_units)} units")
     return data_metrics, data_units
 

scripts/2-process/smithsonian_process.py

@@ -0,0 +1,203 @@
+#!/usr/bin/env python
+"""
+This file is dedicated to processing Smithsonian data
+for analysis and comparison between quarters.
+"""
+
+# Standard library
+import argparse
+import os
+import sys
+import traceback
+
+# Third-party
+import pandas as pd
+
+# 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__)
+
+# Constants
+QUARTER = os.path.basename(PATHS["data_quarter"])
+FILE_PATHS = [
+    shared.path_join(PATHS["data_phase"], "smithsonian_totals_by_units.csv"),
+    shared.path_join(PATHS["data_phase"], "smithsonian_totals_by_records.csv"),
+]
+
+
+def parse_arguments():
+    """
+    Parse command-line options, returns parsed argument namespace.
+    """
+    global QUARTER
+    LOGGER.info("Parsing command-line options")
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument(
+        "--quarter",
+        default=QUARTER,
+        help=f"Data quarter in format YYYYQx (default: {QUARTER})",
+    )
+    parser.add_argument(
+        "--enable-save",
+        action="store_true",
+        help="Enable saving results (default: False)",
+    )
+    parser.add_argument(
+        "--enable-git",
+        action="store_true",
+        help="Enable git actions such as fetch, merge, add, commit, and push"
+        " (default: False)",
+    )
+    parser.add_argument(
+        "--force",
+        action="store_true",
+        help="Regenerate data even if processed files already exist",
+    )
+
+    args = parser.parse_args()
+    if not args.enable_save and args.enable_git:
+        parser.error("--enable-git requires --enable-save")
+    if args.quarter != QUARTER:
+        global FILE_PATHS, PATHS
+        FILE_PATHS = shared.paths_list_update(
+            LOGGER, FILE_PATHS, QUARTER, args.quarter
+        )
+        PATHS = shared.paths_update(LOGGER, PATHS, QUARTER, args.quarter)
+        QUARTER = args.quarter
+    args.logger = LOGGER
+    args.paths = PATHS
+    return args
+
+
+def process_totals_by_units(args, count_data):
+    """
+    Processing count data: totals by units
+    """
+    LOGGER.info(process_totals_by_units.__doc__.strip())
+    data = {}
+
+    for row in count_data.itertuples(index=False):
+        unit = str(row.DATA_SOURCE)
+        total_objects = int(row.TOTAL_OBJECTS)
+
+        data[unit] = total_objects
+
+    data = pd.DataFrame(data.items(), columns=["Data_source", "Total_objects"])
+    data.sort_values("Data_source", ascending=True, inplace=True)
+    data.reset_index(drop=True, inplace=True)
+    file_path = shared.path_join(
+        PATHS["data_phase"], "smithsonian_totals_by_units.csv"
+    )
+    shared.dataframe_to_csv(args, data, file_path)
+
+
+def process_totals_by_records(args, count_data):
+    """
+    Processing count data: totals by records
+    """
+    LOGGER.info(process_totals_by_records.__doc__.strip())
+    data = {}
+
+    for row in count_data.itertuples(index=False):
+        unit = str(row.DATA_SOURCE)
+        CC0_records = int(row.CC0_RECORDS)
+        CC0_records_with_CC0_media = int(row.CC0_RECORDS_WITH_CC0_MEDIA)
+        total_objects = int(row.TOTAL_OBJECTS)
+
+        if unit not in data:
+            data[unit] = {
+                "CC0_records": 0,
+                "CC0_records_with_CC0_media": 0,
+                "Total_objects": 0,
+            }
+
+        data[unit]["CC0_records"] += CC0_records
+        data[unit]["CC0_records_with_CC0_media"] += CC0_records_with_CC0_media
+        data[unit]["Total_objects"] += total_objects
+
+    data = (
+        pd.DataFrame.from_dict(data, orient="index")
+        .reset_index()
+        .rename(columns={"index": "Data_source"})
+    )
+    data["CC0_without_media_percentage"] = (
+        (
+            (data["CC0_records"] - data["CC0_records_with_CC0_media"])
+            / data["Total_objects"]
+        )
+        * 100
+    ).round(2)
+
+    data["CC0_with_media_percentage"] = (
+        (data["CC0_records_with_CC0_media"] / data["Total_objects"]) * 100
+    ).round(2)
+
+    data["Others_percentage"] = (
+        ((data["Total_objects"] - data["CC0_records"]) / data["Total_objects"])
+        * 100
+    ).round(2)
+
+    data.sort_values("Data_source", ascending=True, inplace=True)
+    data.reset_index(drop=True, inplace=True)
+
+    file_path = shared.path_join(
+        PATHS["data_phase"], "smithsonian_totals_by_records.csv"
+    )
+    shared.dataframe_to_csv(args, data, file_path)
+
+
+def main():
+    args = parse_arguments()
+    shared.paths_log(LOGGER, PATHS)
+    shared.git_fetch_and_merge(args, PATHS["repo"])
+    shared.check_completion_file_exists(args, FILE_PATHS)
+    file_count = shared.path_join(
+        PATHS["data_1-fetch"], "smithsonian_2_units.csv"
+    )
+    count_data = shared.open_data_file(
+        LOGGER,
+        file_count,
+        usecols=[
+            "UNIT_CODE",
+            "DATA_SOURCE",
+            "CC0_RECORDS",
+            "CC0_RECORDS_WITH_CC0_MEDIA",
+            "TOTAL_OBJECTS",
+        ],
+    )
+    process_totals_by_units(args, count_data)
+    process_totals_by_records(args, count_data)
+
+    # Push changes
+    args = shared.git_add_and_commit(
+        args,
+        PATHS["repo"],
+        PATHS["data_quarter"],
+        f"Add and commit new GitHub data for {QUARTER}",
+    )
+    shared.git_push_changes(args, 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)