Datasets:

pebxcvi
/

PSHomeCacheDepot

import csv
import os
import glob
import re
from datetime import datetime

SCRIPT_DIR = os.path.dirname(os.path.abspath(__file__))
BASE_DIR = os.path.dirname(SCRIPT_DIR)

TARGET_DIR = os.path.join(BASE_DIR, "TABLEDUMPS")
OUTPUT_FILE = os.path.join(BASE_DIR, "uniqueobjects.txt")
FIRST_INTRO_OUTPUT_FILE = os.path.join(BASE_DIR, "uuidfirstintroduced.txt")
DEBUG_UUID_LOG_FILE = os.path.join(BASE_DIR, "debug.log")

DEBUG_UUID_LOG_ENABLED = False

DEBUG_UUIDS = {
    "C080CDE0-DE51455D-BF85BC62-EF65634A",
    "0BB99D3D-11BD4A6C-9F1300E3-3A8E2592",
    "CAFEF00D-BEEFF00D-FEEDBEEF-000010A2",
}

BUILD_MATCHES = {
    "Env_SCEA-Dusty_2": "DEV",
    "Env_HDK_CDEVC-PixelButts": "DEV",
    "Env_HDK-SingstarDev": "DEV",
    "Env_LBP-imagisphere": "DEV",
    "Env_SingStar-SingStarDev": "DEV",
    "Env_SingStar-bowzark": "DEV",
    "Env_SCEASDFPQA-Spouts": "DEV",
    "Env_scea989-Spounts": "DEV",
    "Env_KungFuFactorydba-PixelButts": "DEV",
    "Env_homecoretest-Soul 1": "DEV",
    "Env_veemeescee-QuantumDoja2": "DEV",
    "Env_veemeetovss-Soul 4 DECH2500": "DEV",
    "cqa-a-Soul 3": "DEV",
    "cqa-a-Viciousest": "DEV",
    "cpreprod-QuantumDoja1": "DEV",
    "cqa-e-QuantumDoja": "DEV",
    "cqa-e-Soul 3": "DEV",
    "ObjectCatalogue_5_SCEA_2012-11-12": "BETA",
    "ObjectCatalogue_5_SCEE_2012-11-12": "BETA",
}

OUTPUT_FIELDS = [
    "UUID_TXXX",
    "ObjectId",
    "Version",
    "Build",
]

FIRST_INTRO_BASE_OUTPUT_FIELDS = [
    "UUID",
    "First Date Introduced",
    "Last Date Removed",
]

READDED_FIELD_NAME = "Removed Date->Added Back Date"


def get_build_from_file_path(file_path):
    path_text = file_path.replace("\\", "/").lower()

    for text, build in BUILD_MATCHES.items():
        if text.lower() in path_text:
            return build

    return "RETAIL"


def version_num(value):
    try:
        return int(str(value).strip())
    except:
        return -1


def build_rank(build):
    if build == "RETAIL":
        return 0
    if build == "BETA":
        return 1
    return 2


def should_replace_existing(old_row, new_row):
    old_rank = build_rank(old_row["Build"])
    new_rank = build_rank(new_row["Build"])

    if new_rank < old_rank:
        return True

    if new_rank > old_rank:
        return False

    return version_num(new_row["Version"]) > version_num(old_row["Version"])


def clean_fieldnames(fieldnames):
    return [
        h.strip().replace("\ufeff", "")
        for h in fieldnames
    ]


def parse_catalogue_date_from_filename(file_path):
    filename = os.path.basename(file_path)

    m = re.match(
        r"^ObjectCatalogue_5_[^_]+_(\d{4}-\d{2}-\d{2})(?:_|-|\.|$)",
        filename,
        re.IGNORECASE
    )

    if m:
        return datetime.strptime(m.group(1), "%Y-%m-%d").date()

    m = re.match(
        r"^OBJECTCATALOGUE_(\d{4}-\d{2}-\d{2})(?:_|-|\.|$)",
        filename,
        re.IGNORECASE
    )

    if m:
        return datetime.strptime(m.group(1), "%Y-%m-%d").date()

    return None


def format_date(date_value):
    if not date_value:
        return ""

    return date_value.strftime("%Y-%m-%d")


def find_first_intro_csv_files():
    patterns = [
        os.path.join(TARGET_DIR, "**", "*_Combined.csv"),
        os.path.join(TARGET_DIR, "**", "ObjectCatalogue_5_*_Objects.csv"),
    ]

    found = []

    for pattern in patterns:
        found.extend(glob.glob(pattern, recursive=True))

    seen = set()
    result = []

    for path in found:
        key = os.path.abspath(path).lower()
        if key not in seen:
            seen.add(key)
            result.append(path)

    return result


def get_object_ids_from_csv(csv_file):
    object_ids = set()

    rows_read = 0
    rows_skipped_missing_objectid = 0

    with open(csv_file, "r", encoding="utf-8-sig", errors="replace", newline="") as f:
        reader = csv.DictReader(f, delimiter=",")

        if not reader.fieldnames:
            return object_ids, rows_read, rows_skipped_missing_objectid, "no header found"

        fieldnames_clean = clean_fieldnames(reader.fieldnames)
        reader.fieldnames = fieldnames_clean

        if "ObjectId" in fieldnames_clean:
            object_id_field = "ObjectId"
        elif len(fieldnames_clean) >= 2:
            object_id_field = fieldnames_clean[1]
            print(f"  WARNING: ObjectId header not found. Using COL B: {repr(object_id_field)}")
        else:
            return object_ids, rows_read, rows_skipped_missing_objectid, "ObjectId missing and COL B does not exist"

        for row in reader:
            rows_read += 1

            uuid = row.get(object_id_field, "").strip()

            if not uuid:
                rows_skipped_missing_objectid += 1
                continue

            object_ids.add(uuid.upper())

    return object_ids, rows_read, rows_skipped_missing_objectid, None


def debug_write(debug_file, message):
    if not DEBUG_UUID_LOG_ENABLED:
        return

    if debug_file is None:
        return

    debug_file.write(message + "\n")
    debug_file.flush()


def debug_uuid_event(debug_file, uuid, message):
    if uuid.upper() not in DEBUG_UUIDS:
        return

    debug_write(debug_file, f"{uuid.upper()}\t{message}")


def debug_snapshot_status(debug_file, current_date, current_uuids, previous_uuids, removed_now, added_now, currently_removed):
    if not DEBUG_UUID_LOG_ENABLED:
        return

    for debug_uuid in sorted(DEBUG_UUIDS):
        status = "PRESENT" if debug_uuid in current_uuids else "MISSING"

        if debug_uuid in added_now:
            change = "ADDED_SINCE_PREVIOUS"
        elif debug_uuid in removed_now:
            change = "REMOVED_SINCE_PREVIOUS"
        elif debug_uuid in previous_uuids and debug_uuid in current_uuids:
            change = "STILL_PRESENT"
        elif debug_uuid not in previous_uuids and debug_uuid not in current_uuids:
            change = "STILL_MISSING"
        else:
            change = "NO_CHANGE"

        removed_state = ""

        if debug_uuid in currently_removed:
            removed_state = f"CURRENTLY_REMOVED_SINCE={format_date(currently_removed[debug_uuid])}"

        debug_write(
            debug_file,
            f"{debug_uuid}\tDATE={format_date(current_date)}\tSTATUS={status}\tCHANGE={change}\t{removed_state}"
        )


def build_first_intro_log():
    if os.path.exists(FIRST_INTRO_OUTPUT_FILE):
        print("------------------------------------------------------------")
        print("First-introduced output file already exists. Skipping uuidfirstintroduced.txt only.")
        print(f"First-introduced output file: {FIRST_INTRO_OUTPUT_FILE}")
        print("------------------------------------------------------------")
        return

    debug_file = None

    if DEBUG_UUID_LOG_ENABLED:
        debug_file = open(DEBUG_UUID_LOG_FILE, "w", encoding="utf-8", newline="")
        debug_write(debug_file, "UUID\tDebug")
        debug_write(debug_file, "------------------------------------------------------------")
        debug_write(debug_file, "Starting UUID debug trace")
        debug_write(debug_file, f"Target dir: {TARGET_DIR}")
        debug_write(debug_file, f"First-introduced output file: {FIRST_INTRO_OUTPUT_FILE}")
        debug_write(debug_file, "Debug UUIDs:")

        for debug_uuid in sorted(DEBUG_UUIDS):
            debug_write(debug_file, f"{debug_uuid}\tWATCHING")

        debug_write(debug_file, "------------------------------------------------------------")

    try:
        first_intro_files = find_first_intro_csv_files()

        date_to_uuids = {}
        date_to_files = {}

        files_read = 0
        files_skipped_dev_beta = 0
        files_skipped_no_date = 0
        files_skipped_missing_objectid = 0
        rows_read = 0
        rows_skipped_missing_objectid = 0

        print()
        print("------------------------------------------------------------")
        print("Building first-introduced / last-removed UUID date log...")
        print(f"First-introduced output file: {FIRST_INTRO_OUTPUT_FILE}")

        if DEBUG_UUID_LOG_ENABLED:
            print(f"Debug UUID log file: {DEBUG_UUID_LOG_FILE}")

        print(f"Found {len(first_intro_files)} candidate file(s).")
        print("------------------------------------------------------------")
        print()

        for csv_file in first_intro_files:
            build = get_build_from_file_path(csv_file)

            if build != "RETAIL":
                files_skipped_dev_beta += 1
                debug_write(debug_file, f"SKIP_FILE_DEV_BETA\t{csv_file}\tBuild={build}")
                continue

            catalogue_date = parse_catalogue_date_from_filename(csv_file)

            if catalogue_date is None:
                files_skipped_no_date += 1
                debug_write(debug_file, f"SKIP_FILE_NO_DATE\t{csv_file}")
                continue

            print("------------------------------------------------------------")
            print(f"Reading snapshot file: {csv_file}")
            print(f"Date: {format_date(catalogue_date)}")
            print(f"Build: {build}")

            debug_write(
                debug_file,
                f"READ_FILE\tDate={format_date(catalogue_date)}\tBuild={build}\t{csv_file}"
            )

            try:
                object_ids, file_rows_read, file_rows_skipped, error = get_object_ids_from_csv(csv_file)

                rows_read += file_rows_read
                rows_skipped_missing_objectid += file_rows_skipped

                if error:
                    print(f"  SKIP: {error}")
                    files_skipped_missing_objectid += 1
                    debug_write(
                        debug_file,
                        f"SKIP_FILE_OBJECTID_ERROR\tDate={format_date(catalogue_date)}\tError={error}\t{csv_file}"
                    )
                    continue

                if catalogue_date not in date_to_uuids:
                    date_to_uuids[catalogue_date] = set()
                    date_to_files[catalogue_date] = []

                date_to_uuids[catalogue_date].update(object_ids)
                date_to_files[catalogue_date].append(csv_file)

                files_read += 1

                print(f"  Rows read: {file_rows_read}")
                print(f"  Skipped missing ObjectId: {file_rows_skipped}")
                print(f"  UUIDs found in file: {len(object_ids)}")

                for debug_uuid in sorted(DEBUG_UUIDS):
                    if debug_uuid in object_ids:
                        debug_write(
                            debug_file,
                            f"{debug_uuid}\tFOUND_IN_FILE\tDate={format_date(catalogue_date)}\t{csv_file}"
                        )
                    else:
                        debug_write(
                            debug_file,
                            f"{debug_uuid}\tNOT_FOUND_IN_FILE\tDate={format_date(catalogue_date)}\t{csv_file}"
                        )

            except Exception as e:
                print(f"  ERROR reading file: {e}")
                debug_write(
                    debug_file,
                    f"ERROR_READING_FILE\tDate={format_date(catalogue_date)}\tError={e}\t{csv_file}"
                )
                continue

        sorted_dates = sorted(date_to_uuids.keys())

        first_intro = {}
        last_removed = {}
        currently_removed = {}
        readded_events_by_uuid = {}

        previous_date = None
        previous_uuids = set()
        ever_seen = set()

        debug_write(debug_file, "------------------------------------------------------------")
        debug_write(debug_file, "Processing snapshots in date order")

        for current_date in sorted_dates:
            current_uuids = date_to_uuids[current_date]

            print("------------------------------------------------------------")
            print(f"Processing snapshot date: {format_date(current_date)}")
            print(f"Files combined for this date: {len(date_to_files[current_date])}")
            print(f"UUIDs in snapshot: {len(current_uuids)}")

            debug_write(
                debug_file,
                f"SNAPSHOT\tDate={format_date(current_date)}\tFiles={len(date_to_files[current_date])}\tUUIDs={len(current_uuids)}"
            )

            for path in date_to_files[current_date]:
                debug_write(debug_file, f"SNAPSHOT_FILE\tDate={format_date(current_date)}\t{path}")

            # First snapshot only establishes the starting set.
            if previous_date is None:
                for uuid in current_uuids:
                    first_intro[uuid] = current_date
                    ever_seen.add(uuid)

                    if uuid in DEBUG_UUIDS:
                        debug_uuid_event(
                            debug_file,
                            uuid,
                            f"FIRST_SNAPSHOT_PRESENT\tFirst Date Introduced={format_date(current_date)}"
                        )

                for debug_uuid in sorted(DEBUG_UUIDS):
                    if debug_uuid not in current_uuids:
                        debug_uuid_event(
                            debug_file,
                            debug_uuid,
                            f"FIRST_SNAPSHOT_MISSING\tDate={format_date(current_date)}"
                        )

                previous_date = current_date
                previous_uuids = current_uuids
                continue

            removed_now = previous_uuids - current_uuids
            added_now = current_uuids - previous_uuids

            debug_snapshot_status(
                debug_file,
                current_date,
                current_uuids,
                previous_uuids,
                removed_now,
                added_now,
                currently_removed
            )

            for uuid in added_now:
                if uuid not in ever_seen:
                    first_intro[uuid] = current_date
                    ever_seen.add(uuid)

                    debug_uuid_event(
                        debug_file,
                        uuid,
                        f"FIRST_INTRODUCED\tDate={format_date(current_date)}"
                    )

                if uuid in currently_removed:
                    removed_date = currently_removed[uuid]
                    event_text = f"{format_date(removed_date)}->{format_date(current_date)}"

                    if uuid not in readded_events_by_uuid:
                        readded_events_by_uuid[uuid] = []

                    readded_events_by_uuid[uuid].append(event_text)

                    debug_uuid_event(
                        debug_file,
                        uuid,
                        f"REMOVED_THEN_ADDED_BACK\t{event_text}"
                    )

                    del currently_removed[uuid]

            for uuid in removed_now:
                last_removed[uuid] = previous_date
                currently_removed[uuid] = previous_date

                debug_uuid_event(
                    debug_file,
                    uuid,
                    f"REMOVED\tLast Date Removed={format_date(previous_date)}\tMissing On={format_date(current_date)}"
                )

            for debug_uuid in sorted(DEBUG_UUIDS):
                if debug_uuid in current_uuids and debug_uuid not in added_now:
                    debug_uuid_event(
                        debug_file,
                        debug_uuid,
                        f"PRESENT_AFTER_DATE_COMPARE\tDate={format_date(current_date)}"
                    )

                if debug_uuid not in current_uuids and debug_uuid not in removed_now:
                    debug_uuid_event(
                        debug_file,
                        debug_uuid,
                        f"MISSING_AFTER_DATE_COMPARE\tDate={format_date(current_date)}"
                    )

            print(f"  Added since previous snapshot: {len(added_now)}")
            print(f"  Removed since previous snapshot: {len(removed_now)}")

            previous_date = current_date
            previous_uuids = current_uuids

        final_rows = []

        for uuid in sorted(first_intro.keys()):
            final_rows.append({
                "UUID": uuid,
                "First Date Introduced": format_date(first_intro[uuid]),
                "Last Date Removed": format_date(last_removed.get(uuid)),
                "Readded Events": readded_events_by_uuid.get(uuid, []),
            })

        max_readded_event_count = 0

        for row in final_rows:
            count = len(row["Readded Events"])
            if count > max_readded_event_count:
                max_readded_event_count = count

        first_intro_output_fields = (
            FIRST_INTRO_BASE_OUTPUT_FIELDS +
            ([READDED_FIELD_NAME] * max_readded_event_count)
        )

        with open(FIRST_INTRO_OUTPUT_FILE, "w", encoding="utf-8", newline="") as f:
            writer = csv.writer(f, delimiter="\t")
            writer.writerow(first_intro_output_fields)

            for row in final_rows:
                output_row = [
                    row["UUID"],
                    row["First Date Introduced"],
                    row["Last Date Removed"],
                ]

                readded_events = row["Readded Events"]

                for event_text in readded_events:
                    output_row.append(event_text)

                while len(output_row) < len(first_intro_output_fields):
                    output_row.append("")

                writer.writerow(output_row)

        debug_write(debug_file, "------------------------------------------------------------")
        debug_write(debug_file, "Finished UUID debug trace")
        debug_write(debug_file, f"Snapshot dates processed: {len(sorted_dates)}")

        total_readded_events = 0
        for events in readded_events_by_uuid.values():
            total_readded_events += len(events)

        debug_write(debug_file, f"Removed-then-added events written into uuidfirstintroduced.txt: {total_readded_events}")

        for debug_uuid in sorted(DEBUG_UUIDS):
            debug_write(debug_file, "------------------------------------------------------------")
            debug_write(debug_file, f"{debug_uuid}\tFINAL")
            debug_write(debug_file, f"{debug_uuid}\tFirst Date Introduced={format_date(first_intro.get(debug_uuid))}")
            debug_write(debug_file, f"{debug_uuid}\tLast Date Removed={format_date(last_removed.get(debug_uuid))}")

            events = readded_events_by_uuid.get(debug_uuid, [])

            if events:
                for event_text in events:
                    debug_write(debug_file, f"{debug_uuid}\tRemoved Date->Added Back Date={event_text}")
            else:
                debug_write(debug_file, f"{debug_uuid}\tRemoved Date->Added Back Date=")

        print("------------------------------------------------------------")
        print("First-introduced / last-removed log done.")
        print(f"Candidate files found: {len(first_intro_files)}")
        print(f"Files read: {files_read}")
        print(f"Files skipped DEV/BETA: {files_skipped_dev_beta}")
        print(f"Files skipped missing date in filename: {files_skipped_no_date}")
        print(f"Files skipped missing ObjectId/COL B: {files_skipped_missing_objectid}")
        print(f"Snapshot dates processed: {len(sorted_dates)}")
        print(f"Rows read total: {rows_read}")
        print(f"Skipped missing ObjectId: {rows_skipped_missing_objectid}")
        print(f"Unique UUID rows written: {len(final_rows)}")
        print(f"Removed-then-added events written into uuidfirstintroduced.txt: {total_readded_events}")
        print(f"Extra Removed Date->Added Back Date field count: {max_readded_event_count}")
        print(f"First-introduced output file: {FIRST_INTRO_OUTPUT_FILE}")

        if DEBUG_UUID_LOG_ENABLED:
            print(f"Debug UUID log file: {DEBUG_UUID_LOG_FILE}")

        print("------------------------------------------------------------")

    finally:
        if debug_file is not None:
            debug_file.close()


def main():
    if not os.path.isdir(TARGET_DIR):
        print("ERROR: Target directory does not exist.")
        print(f"Target directory: {TARGET_DIR}")
        input("")
        return

    if os.path.exists(OUTPUT_FILE):
        print("------------------------------------------------------------")
        print("Main output file already exists. Skipping uniqueobjects.txt only.")
        print(f"Output file: {OUTPUT_FILE}")
        print("Second log will still be checked.")
        print("------------------------------------------------------------")

        build_first_intro_log()

        input("")
        return

    csv_files = glob.glob(
        os.path.join(TARGET_DIR, "**", "*_Combined.csv"),
        recursive=True
    )

    if not csv_files:
        print("ERROR: No *_Combined.csv files found.")
        print(f"Searched in: {TARGET_DIR}")
        print("Second log will still be checked.")
        build_first_intro_log()
        input("")
        return

    print(f"Script dir: {SCRIPT_DIR}")
    print(f"Base dir: {BASE_DIR}")
    print(f"Target dir: {TARGET_DIR}")
    print(f"Output file: {OUTPUT_FILE}")
    print(f"First-introduced output file: {FIRST_INTRO_OUTPUT_FILE}")

    if DEBUG_UUID_LOG_ENABLED:
        print(f"Debug UUID log file: {DEBUG_UUID_LOG_FILE}")

    print()
    print(f"Found {len(csv_files)} *_Combined.csv file(s).")
    print()

    unique = {}

    total_rows_read = 0
    total_skipped_missing_uuid = 0
    total_skipped_missing_fields = 0

    for csv_file in csv_files:
        build = get_build_from_file_path(csv_file)

        print("------------------------------------------------------------")
        print(f"Processing: {csv_file}")
        print(f"Build: {build}")

        rows_in_file = 0
        skipped_in_file = 0

        try:
            with open(csv_file, "r", encoding="utf-8-sig", errors="replace", newline="") as f:
                reader = csv.DictReader(f, delimiter=",")

                if not reader.fieldnames:
                    print("  SKIP: no header found")
                    total_skipped_missing_fields += 1
                    continue

                fieldnames_clean = clean_fieldnames(reader.fieldnames)
                reader.fieldnames = fieldnames_clean

                required = ["UUID_TXXX", "ObjectId", "Version"]
                missing = [field for field in required if field not in fieldnames_clean]

                if missing:
                    print(f"  SKIP: missing field(s): {', '.join(missing)}")
                    print("  Headers found:")

                    for h in fieldnames_clean:
                        print(f"    {repr(h)}")

                    total_skipped_missing_fields += 1
                    continue

                for row in reader:
                    total_rows_read += 1
                    rows_in_file += 1

                    uuid = row.get("UUID_TXXX", "").strip()

                    if not uuid:
                        total_skipped_missing_uuid += 1
                        skipped_in_file += 1
                        continue

                    cleaned = {
                        "UUID_TXXX": uuid,
                        "ObjectId": row.get("ObjectId", "").strip(),
                        "Version": row.get("Version", "").strip(),
                        "Build": build,
                    }

                    if uuid not in unique:
                        unique[uuid] = cleaned
                    else:
                        if should_replace_existing(unique[uuid], cleaned):
                            unique[uuid] = cleaned

        except Exception as e:
            print(f"  ERROR reading file: {e}")
            continue

        print(f"  Rows read: {rows_in_file}")
        print(f"  Skipped missing UUID_TXXX: {skipped_in_file}")

    final_rows = list(unique.values())

    final_rows.sort(
        key=lambda r: (
            r["ObjectId"].upper(),
            -version_num(r["Version"]),
        )
    )

    with open(OUTPUT_FILE, "w", encoding="utf-8", newline="") as f:
        writer = csv.DictWriter(f, fieldnames=OUTPUT_FIELDS, delimiter="\t")
        writer.writeheader()
        writer.writerows(final_rows)

    build_first_intro_log()

    print("------------------------------------------------------------")
    print("Done.")
    print(f"CSV files found: {len(csv_files)}")
    print(f"Rows read total: {total_rows_read}")
    print(f"Skipped missing UUID_TXXX: {total_skipped_missing_uuid}")
    print(f"Skipped files missing fields/header: {total_skipped_missing_fields}")
    print(f"Unique UUID_TXXX rows written: {len(final_rows)}")
    print(f"Output file: {OUTPUT_FILE}")
    print(f"First-introduced output file: {FIRST_INTRO_OUTPUT_FILE}")

    if DEBUG_UUID_LOG_ENABLED:
        print(f"Debug UUID log file: {DEBUG_UUID_LOG_FILE}")

    print("------------------------------------------------------------")

    input("")


if __name__ == "__main__":
    main()

	import csv
	import os
	import glob
	import re
	from datetime import datetime

	SCRIPT_DIR = os.path.dirname(os.path.abspath(__file__))
	BASE_DIR = os.path.dirname(SCRIPT_DIR)

	TARGET_DIR = os.path.join(BASE_DIR, "TABLEDUMPS")
	OUTPUT_FILE = os.path.join(BASE_DIR, "uniqueobjects.txt")
	FIRST_INTRO_OUTPUT_FILE = os.path.join(BASE_DIR, "uuidfirstintroduced.txt")
	DEBUG_UUID_LOG_FILE = os.path.join(BASE_DIR, "debug.log")

	DEBUG_UUID_LOG_ENABLED = False

	DEBUG_UUIDS = {
	"C080CDE0-DE51455D-BF85BC62-EF65634A",
	"0BB99D3D-11BD4A6C-9F1300E3-3A8E2592",
	"CAFEF00D-BEEFF00D-FEEDBEEF-000010A2",
	}

	BUILD_MATCHES = {
	"Env_SCEA-Dusty_2": "DEV",
	"Env_HDK_CDEVC-PixelButts": "DEV",
	"Env_HDK-SingstarDev": "DEV",
	"Env_LBP-imagisphere": "DEV",
	"Env_SingStar-SingStarDev": "DEV",
	"Env_SingStar-bowzark": "DEV",
	"Env_SCEASDFPQA-Spouts": "DEV",
	"Env_scea989-Spounts": "DEV",
	"Env_KungFuFactorydba-PixelButts": "DEV",
	"Env_homecoretest-Soul 1": "DEV",
	"Env_veemeescee-QuantumDoja2": "DEV",
	"Env_veemeetovss-Soul 4 DECH2500": "DEV",
	"cqa-a-Soul 3": "DEV",
	"cqa-a-Viciousest": "DEV",
	"cpreprod-QuantumDoja1": "DEV",
	"cqa-e-QuantumDoja": "DEV",
	"cqa-e-Soul 3": "DEV",
	"ObjectCatalogue_5_SCEA_2012-11-12": "BETA",
	"ObjectCatalogue_5_SCEE_2012-11-12": "BETA",
	}

	OUTPUT_FIELDS = [
	"UUID_TXXX",
	"ObjectId",
	"Version",
	"Build",
	]

	FIRST_INTRO_BASE_OUTPUT_FIELDS = [
	"UUID",
	"First Date Introduced",
	"Last Date Removed",
	]

	READDED_FIELD_NAME = "Removed Date->Added Back Date"


	def get_build_from_file_path(file_path):
	path_text = file_path.replace("\\", "/").lower()

	for text, build in BUILD_MATCHES.items():
	if text.lower() in path_text:
	return build

	return "RETAIL"


	def version_num(value):
	try:
	return int(str(value).strip())
	except:
	return -1


	def build_rank(build):
	if build == "RETAIL":
	return 0
	if build == "BETA":
	return 1
	return 2


	def should_replace_existing(old_row, new_row):
	old_rank = build_rank(old_row["Build"])
	new_rank = build_rank(new_row["Build"])

	if new_rank < old_rank:
	return True

	if new_rank > old_rank:
	return False

	return version_num(new_row["Version"]) > version_num(old_row["Version"])


	def clean_fieldnames(fieldnames):
	return [
	h.strip().replace("\ufeff", "")
	for h in fieldnames
	]


	def parse_catalogue_date_from_filename(file_path):
	filename = os.path.basename(file_path)

	m = re.match(
	r"^ObjectCatalogue_5_[^_]+_(\d{4}-\d{2}-\d{2})(?:_\|-\|\.\|$)",
	filename,
	re.IGNORECASE
	)

	if m:
	return datetime.strptime(m.group(1), "%Y-%m-%d").date()

	m = re.match(
	r"^OBJECTCATALOGUE_(\d{4}-\d{2}-\d{2})(?:_\|-\|\.\|$)",
	filename,
	re.IGNORECASE
	)

	if m:
	return datetime.strptime(m.group(1), "%Y-%m-%d").date()

	return None


	def format_date(date_value):
	if not date_value:
	return ""

	return date_value.strftime("%Y-%m-%d")


	def find_first_intro_csv_files():
	patterns = [
	os.path.join(TARGET_DIR, "*", "_Combined.csv"),
	os.path.join(TARGET_DIR, "*", "ObjectCatalogue_5__Objects.csv"),
	]

	found = []

	for pattern in patterns:
	found.extend(glob.glob(pattern, recursive=True))

	seen = set()
	result = []

	for path in found:
	key = os.path.abspath(path).lower()
	if key not in seen:
	seen.add(key)
	result.append(path)

	return result


	def get_object_ids_from_csv(csv_file):
	object_ids = set()

	rows_read = 0
	rows_skipped_missing_objectid = 0

	with open(csv_file, "r", encoding="utf-8-sig", errors="replace", newline="") as f:
	reader = csv.DictReader(f, delimiter=",")

	if not reader.fieldnames:
	return object_ids, rows_read, rows_skipped_missing_objectid, "no header found"

	fieldnames_clean = clean_fieldnames(reader.fieldnames)
	reader.fieldnames = fieldnames_clean

	if "ObjectId" in fieldnames_clean:
	object_id_field = "ObjectId"
	elif len(fieldnames_clean) >= 2:
	object_id_field = fieldnames_clean[1]
	print(f" WARNING: ObjectId header not found. Using COL B: {repr(object_id_field)}")
	else:
	return object_ids, rows_read, rows_skipped_missing_objectid, "ObjectId missing and COL B does not exist"

	for row in reader:
	rows_read += 1

	uuid = row.get(object_id_field, "").strip()

	if not uuid:
	rows_skipped_missing_objectid += 1
	continue

	object_ids.add(uuid.upper())

	return object_ids, rows_read, rows_skipped_missing_objectid, None


	def debug_write(debug_file, message):
	if not DEBUG_UUID_LOG_ENABLED:
	return

	if debug_file is None:
	return

	debug_file.write(message + "\n")
	debug_file.flush()


	def debug_uuid_event(debug_file, uuid, message):
	if uuid.upper() not in DEBUG_UUIDS:
	return

	debug_write(debug_file, f"{uuid.upper()}\t{message}")


	def debug_snapshot_status(debug_file, current_date, current_uuids, previous_uuids, removed_now, added_now, currently_removed):
	if not DEBUG_UUID_LOG_ENABLED:
	return

	for debug_uuid in sorted(DEBUG_UUIDS):
	status = "PRESENT" if debug_uuid in current_uuids else "MISSING"

	if debug_uuid in added_now:
	change = "ADDED_SINCE_PREVIOUS"
	elif debug_uuid in removed_now:
	change = "REMOVED_SINCE_PREVIOUS"
	elif debug_uuid in previous_uuids and debug_uuid in current_uuids:
	change = "STILL_PRESENT"
	elif debug_uuid not in previous_uuids and debug_uuid not in current_uuids:
	change = "STILL_MISSING"
	else:
	change = "NO_CHANGE"

	removed_state = ""

	if debug_uuid in currently_removed:
	removed_state = f"CURRENTLY_REMOVED_SINCE={format_date(currently_removed[debug_uuid])}"

	debug_write(
	debug_file,
	f"{debug_uuid}\tDATE={format_date(current_date)}\tSTATUS={status}\tCHANGE={change}\t{removed_state}"
	)


	def build_first_intro_log():
	if os.path.exists(FIRST_INTRO_OUTPUT_FILE):
	print("------------------------------------------------------------")
	print("First-introduced output file already exists. Skipping uuidfirstintroduced.txt only.")
	print(f"First-introduced output file: {FIRST_INTRO_OUTPUT_FILE}")
	print("------------------------------------------------------------")
	return

	debug_file = None

	if DEBUG_UUID_LOG_ENABLED:
	debug_file = open(DEBUG_UUID_LOG_FILE, "w", encoding="utf-8", newline="")
	debug_write(debug_file, "UUID\tDebug")
	debug_write(debug_file, "------------------------------------------------------------")
	debug_write(debug_file, "Starting UUID debug trace")
	debug_write(debug_file, f"Target dir: {TARGET_DIR}")
	debug_write(debug_file, f"First-introduced output file: {FIRST_INTRO_OUTPUT_FILE}")
	debug_write(debug_file, "Debug UUIDs:")

	for debug_uuid in sorted(DEBUG_UUIDS):
	debug_write(debug_file, f"{debug_uuid}\tWATCHING")

	debug_write(debug_file, "------------------------------------------------------------")

	try:
	first_intro_files = find_first_intro_csv_files()

	date_to_uuids = {}
	date_to_files = {}

	files_read = 0
	files_skipped_dev_beta = 0
	files_skipped_no_date = 0
	files_skipped_missing_objectid = 0
	rows_read = 0
	rows_skipped_missing_objectid = 0

	print()
	print("------------------------------------------------------------")
	print("Building first-introduced / last-removed UUID date log...")
	print(f"First-introduced output file: {FIRST_INTRO_OUTPUT_FILE}")

	if DEBUG_UUID_LOG_ENABLED:
	print(f"Debug UUID log file: {DEBUG_UUID_LOG_FILE}")

	print(f"Found {len(first_intro_files)} candidate file(s).")
	print("------------------------------------------------------------")
	print()

	for csv_file in first_intro_files:
	build = get_build_from_file_path(csv_file)

	if build != "RETAIL":
	files_skipped_dev_beta += 1
	debug_write(debug_file, f"SKIP_FILE_DEV_BETA\t{csv_file}\tBuild={build}")
	continue

	catalogue_date = parse_catalogue_date_from_filename(csv_file)

	if catalogue_date is None:
	files_skipped_no_date += 1
	debug_write(debug_file, f"SKIP_FILE_NO_DATE\t{csv_file}")
	continue

	print("------------------------------------------------------------")
	print(f"Reading snapshot file: {csv_file}")
	print(f"Date: {format_date(catalogue_date)}")
	print(f"Build: {build}")

	debug_write(
	debug_file,
	f"READ_FILE\tDate={format_date(catalogue_date)}\tBuild={build}\t{csv_file}"
	)

	try:
	object_ids, file_rows_read, file_rows_skipped, error = get_object_ids_from_csv(csv_file)

	rows_read += file_rows_read
	rows_skipped_missing_objectid += file_rows_skipped

	if error:
	print(f" SKIP: {error}")
	files_skipped_missing_objectid += 1
	debug_write(
	debug_file,
	f"SKIP_FILE_OBJECTID_ERROR\tDate={format_date(catalogue_date)}\tError={error}\t{csv_file}"
	)
	continue

	if catalogue_date not in date_to_uuids:
	date_to_uuids[catalogue_date] = set()
	date_to_files[catalogue_date] = []

	date_to_uuids[catalogue_date].update(object_ids)
	date_to_files[catalogue_date].append(csv_file)

	files_read += 1

	print(f" Rows read: {file_rows_read}")
	print(f" Skipped missing ObjectId: {file_rows_skipped}")
	print(f" UUIDs found in file: {len(object_ids)}")

	for debug_uuid in sorted(DEBUG_UUIDS):
	if debug_uuid in object_ids:
	debug_write(
	debug_file,
	f"{debug_uuid}\tFOUND_IN_FILE\tDate={format_date(catalogue_date)}\t{csv_file}"
	)
	else:
	debug_write(
	debug_file,
	f"{debug_uuid}\tNOT_FOUND_IN_FILE\tDate={format_date(catalogue_date)}\t{csv_file}"
	)

	except Exception as e:
	print(f" ERROR reading file: {e}")
	debug_write(
	debug_file,
	f"ERROR_READING_FILE\tDate={format_date(catalogue_date)}\tError={e}\t{csv_file}"
	)
	continue

	sorted_dates = sorted(date_to_uuids.keys())

	first_intro = {}
	last_removed = {}
	currently_removed = {}
	readded_events_by_uuid = {}

	previous_date = None
	previous_uuids = set()
	ever_seen = set()

	debug_write(debug_file, "------------------------------------------------------------")
	debug_write(debug_file, "Processing snapshots in date order")

	for current_date in sorted_dates:
	current_uuids = date_to_uuids[current_date]

	print("------------------------------------------------------------")
	print(f"Processing snapshot date: {format_date(current_date)}")
	print(f"Files combined for this date: {len(date_to_files[current_date])}")
	print(f"UUIDs in snapshot: {len(current_uuids)}")

	debug_write(
	debug_file,
	f"SNAPSHOT\tDate={format_date(current_date)}\tFiles={len(date_to_files[current_date])}\tUUIDs={len(current_uuids)}"
	)

	for path in date_to_files[current_date]:
	debug_write(debug_file, f"SNAPSHOT_FILE\tDate={format_date(current_date)}\t{path}")

	# First snapshot only establishes the starting set.
	if previous_date is None:
	for uuid in current_uuids:
	first_intro[uuid] = current_date
	ever_seen.add(uuid)

	if uuid in DEBUG_UUIDS:
	debug_uuid_event(
	debug_file,
	uuid,
	f"FIRST_SNAPSHOT_PRESENT\tFirst Date Introduced={format_date(current_date)}"
	)

	for debug_uuid in sorted(DEBUG_UUIDS):
	if debug_uuid not in current_uuids:
	debug_uuid_event(
	debug_file,
	debug_uuid,
	f"FIRST_SNAPSHOT_MISSING\tDate={format_date(current_date)}"
	)

	previous_date = current_date
	previous_uuids = current_uuids
	continue

	removed_now = previous_uuids - current_uuids
	added_now = current_uuids - previous_uuids

	debug_snapshot_status(
	debug_file,
	current_date,
	current_uuids,
	previous_uuids,
	removed_now,
	added_now,
	currently_removed
	)

	for uuid in added_now:
	if uuid not in ever_seen:
	first_intro[uuid] = current_date
	ever_seen.add(uuid)

	debug_uuid_event(
	debug_file,
	uuid,
	f"FIRST_INTRODUCED\tDate={format_date(current_date)}"
	)

	if uuid in currently_removed:
	removed_date = currently_removed[uuid]
	event_text = f"{format_date(removed_date)}->{format_date(current_date)}"

	if uuid not in readded_events_by_uuid:
	readded_events_by_uuid[uuid] = []

	readded_events_by_uuid[uuid].append(event_text)

	debug_uuid_event(
	debug_file,
	uuid,
	f"REMOVED_THEN_ADDED_BACK\t{event_text}"
	)

	del currently_removed[uuid]

	for uuid in removed_now:
	last_removed[uuid] = previous_date
	currently_removed[uuid] = previous_date

	debug_uuid_event(
	debug_file,
	uuid,
	f"REMOVED\tLast Date Removed={format_date(previous_date)}\tMissing On={format_date(current_date)}"
	)

	for debug_uuid in sorted(DEBUG_UUIDS):
	if debug_uuid in current_uuids and debug_uuid not in added_now:
	debug_uuid_event(
	debug_file,
	debug_uuid,
	f"PRESENT_AFTER_DATE_COMPARE\tDate={format_date(current_date)}"
	)

	if debug_uuid not in current_uuids and debug_uuid not in removed_now:
	debug_uuid_event(
	debug_file,
	debug_uuid,
	f"MISSING_AFTER_DATE_COMPARE\tDate={format_date(current_date)}"
	)

	print(f" Added since previous snapshot: {len(added_now)}")
	print(f" Removed since previous snapshot: {len(removed_now)}")

	previous_date = current_date
	previous_uuids = current_uuids

	final_rows = []

	for uuid in sorted(first_intro.keys()):
	final_rows.append({
	"UUID": uuid,
	"First Date Introduced": format_date(first_intro[uuid]),
	"Last Date Removed": format_date(last_removed.get(uuid)),
	"Readded Events": readded_events_by_uuid.get(uuid, []),
	})

	max_readded_event_count = 0

	for row in final_rows:
	count = len(row["Readded Events"])
	if count > max_readded_event_count:
	max_readded_event_count = count

	first_intro_output_fields = (
	FIRST_INTRO_BASE_OUTPUT_FIELDS +
	([READDED_FIELD_NAME] * max_readded_event_count)
	)

	with open(FIRST_INTRO_OUTPUT_FILE, "w", encoding="utf-8", newline="") as f:
	writer = csv.writer(f, delimiter="\t")
	writer.writerow(first_intro_output_fields)

	for row in final_rows:
	output_row = [
	row["UUID"],
	row["First Date Introduced"],
	row["Last Date Removed"],
	]

	readded_events = row["Readded Events"]

	for event_text in readded_events:
	output_row.append(event_text)

	while len(output_row) < len(first_intro_output_fields):
	output_row.append("")

	writer.writerow(output_row)

	debug_write(debug_file, "------------------------------------------------------------")
	debug_write(debug_file, "Finished UUID debug trace")
	debug_write(debug_file, f"Snapshot dates processed: {len(sorted_dates)}")

	total_readded_events = 0
	for events in readded_events_by_uuid.values():
	total_readded_events += len(events)

	debug_write(debug_file, f"Removed-then-added events written into uuidfirstintroduced.txt: {total_readded_events}")

	for debug_uuid in sorted(DEBUG_UUIDS):
	debug_write(debug_file, "------------------------------------------------------------")
	debug_write(debug_file, f"{debug_uuid}\tFINAL")
	debug_write(debug_file, f"{debug_uuid}\tFirst Date Introduced={format_date(first_intro.get(debug_uuid))}")
	debug_write(debug_file, f"{debug_uuid}\tLast Date Removed={format_date(last_removed.get(debug_uuid))}")

	events = readded_events_by_uuid.get(debug_uuid, [])

	if events:
	for event_text in events:
	debug_write(debug_file, f"{debug_uuid}\tRemoved Date->Added Back Date={event_text}")
	else:
	debug_write(debug_file, f"{debug_uuid}\tRemoved Date->Added Back Date=")

	print("------------------------------------------------------------")
	print("First-introduced / last-removed log done.")
	print(f"Candidate files found: {len(first_intro_files)}")
	print(f"Files read: {files_read}")
	print(f"Files skipped DEV/BETA: {files_skipped_dev_beta}")
	print(f"Files skipped missing date in filename: {files_skipped_no_date}")
	print(f"Files skipped missing ObjectId/COL B: {files_skipped_missing_objectid}")
	print(f"Snapshot dates processed: {len(sorted_dates)}")
	print(f"Rows read total: {rows_read}")
	print(f"Skipped missing ObjectId: {rows_skipped_missing_objectid}")
	print(f"Unique UUID rows written: {len(final_rows)}")
	print(f"Removed-then-added events written into uuidfirstintroduced.txt: {total_readded_events}")
	print(f"Extra Removed Date->Added Back Date field count: {max_readded_event_count}")
	print(f"First-introduced output file: {FIRST_INTRO_OUTPUT_FILE}")

	if DEBUG_UUID_LOG_ENABLED:
	print(f"Debug UUID log file: {DEBUG_UUID_LOG_FILE}")

	print("------------------------------------------------------------")

	finally:
	if debug_file is not None:
	debug_file.close()


	def main():
	if not os.path.isdir(TARGET_DIR):
	print("ERROR: Target directory does not exist.")
	print(f"Target directory: {TARGET_DIR}")
	input("")
	return

	if os.path.exists(OUTPUT_FILE):
	print("------------------------------------------------------------")
	print("Main output file already exists. Skipping uniqueobjects.txt only.")
	print(f"Output file: {OUTPUT_FILE}")
	print("Second log will still be checked.")
	print("------------------------------------------------------------")

	build_first_intro_log()

	input("")
	return

	csv_files = glob.glob(
	os.path.join(TARGET_DIR, "*", "_Combined.csv"),
	recursive=True
	)

	if not csv_files:
	print("ERROR: No *_Combined.csv files found.")
	print(f"Searched in: {TARGET_DIR}")
	print("Second log will still be checked.")
	build_first_intro_log()
	input("")
	return

	print(f"Script dir: {SCRIPT_DIR}")
	print(f"Base dir: {BASE_DIR}")
	print(f"Target dir: {TARGET_DIR}")
	print(f"Output file: {OUTPUT_FILE}")
	print(f"First-introduced output file: {FIRST_INTRO_OUTPUT_FILE}")

	if DEBUG_UUID_LOG_ENABLED:
	print(f"Debug UUID log file: {DEBUG_UUID_LOG_FILE}")

	print()
	print(f"Found {len(csv_files)} *_Combined.csv file(s).")
	print()

	unique = {}

	total_rows_read = 0
	total_skipped_missing_uuid = 0
	total_skipped_missing_fields = 0

	for csv_file in csv_files:
	build = get_build_from_file_path(csv_file)

	print("------------------------------------------------------------")
	print(f"Processing: {csv_file}")
	print(f"Build: {build}")

	rows_in_file = 0
	skipped_in_file = 0

	try:
	with open(csv_file, "r", encoding="utf-8-sig", errors="replace", newline="") as f:
	reader = csv.DictReader(f, delimiter=",")

	if not reader.fieldnames:
	print(" SKIP: no header found")
	total_skipped_missing_fields += 1
	continue

	fieldnames_clean = clean_fieldnames(reader.fieldnames)
	reader.fieldnames = fieldnames_clean

	required = ["UUID_TXXX", "ObjectId", "Version"]
	missing = [field for field in required if field not in fieldnames_clean]

	if missing:
	print(f" SKIP: missing field(s): {', '.join(missing)}")
	print(" Headers found:")

	for h in fieldnames_clean:
	print(f" {repr(h)}")

	total_skipped_missing_fields += 1
	continue

	for row in reader:
	total_rows_read += 1
	rows_in_file += 1

	uuid = row.get("UUID_TXXX", "").strip()

	if not uuid:
	total_skipped_missing_uuid += 1
	skipped_in_file += 1
	continue

	cleaned = {
	"UUID_TXXX": uuid,
	"ObjectId": row.get("ObjectId", "").strip(),
	"Version": row.get("Version", "").strip(),
	"Build": build,
	}

	if uuid not in unique:
	unique[uuid] = cleaned
	else:
	if should_replace_existing(unique[uuid], cleaned):
	unique[uuid] = cleaned

	except Exception as e:
	print(f" ERROR reading file: {e}")
	continue

	print(f" Rows read: {rows_in_file}")
	print(f" Skipped missing UUID_TXXX: {skipped_in_file}")

	final_rows = list(unique.values())

	final_rows.sort(
	key=lambda r: (
	r["ObjectId"].upper(),
	-version_num(r["Version"]),
	)
	)

	with open(OUTPUT_FILE, "w", encoding="utf-8", newline="") as f:
	writer = csv.DictWriter(f, fieldnames=OUTPUT_FIELDS, delimiter="\t")
	writer.writeheader()
	writer.writerows(final_rows)

	build_first_intro_log()

	print("------------------------------------------------------------")
	print("Done.")
	print(f"CSV files found: {len(csv_files)}")
	print(f"Rows read total: {total_rows_read}")
	print(f"Skipped missing UUID_TXXX: {total_skipped_missing_uuid}")
	print(f"Skipped files missing fields/header: {total_skipped_missing_fields}")
	print(f"Unique UUID_TXXX rows written: {len(final_rows)}")
	print(f"Output file: {OUTPUT_FILE}")
	print(f"First-introduced output file: {FIRST_INTRO_OUTPUT_FILE}")

	if DEBUG_UUID_LOG_ENABLED:
	print(f"Debug UUID log file: {DEBUG_UUID_LOG_FILE}")

	print("------------------------------------------------------------")

	input("")


	if __name__ == "__main__":
	main()