mirror of
https://github.com/DavidGailleton/42-Piscine_Python.git
synced 2026-03-14 05:06:55 +01:00
439 lines
14 KiB
Python
439 lines
14 KiB
Python
from typing import Generator
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def fibonacci() -> Generator[int, None, None]:
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before = 1
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res = 0
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while True:
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yield res
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res += before
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before = res - before
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def prime_number() -> Generator[int, None, None]:
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prime: int = 2
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while True:
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yield prime
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prime += 1
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i: int = 2
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while i < prime:
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if not prime % i:
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prime += 1
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i = 2
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else:
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i += 1
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def event_analytics(
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events: list[dict[str, int | str | dict[str, int | str]]],
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) -> Generator[None, None, dict[str, int]]:
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data = {
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"processed_event": 0,
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"high_level_player": 0,
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"treasure_events": 0,
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"level_up_events": 0,
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}
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for event in events:
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if event["data"]["level"] > 9:
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data["high_level_player"] += 1
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if event["event_type"] == "item_found":
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data["treasure_events"] += 1
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if event["event_type"] == "level_up":
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data["level_up_events"] += 1
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data["processed_event"] += 1
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print(f"Event {event['id']}: Player {event['player']}\
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(level {event['data']['level']}) {event['event_type']}")
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yield None
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return data
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def game_data_stream_processor(
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events: list[dict[str, int | str | dict[str, int | str]]],
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) -> None:
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print("=== Game Data Stream Processor ===\n")
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print(f"Processing {len(events)} game events...\n")
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try:
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log = event_analytics(events)
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while True:
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next(log)
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except StopIteration as res:
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print("\n=== Stream Analytics ===")
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print(f"Total events processed: {len(events)}")
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print(f"High-level players: {res.value['high_level_player']}")
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print(f"Treasure events: {res.value['treasure_events']}")
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print(f"Level-up events: {res.value['level_up_events']}")
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except Exception as err:
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print(f"Invalid input : {err}")
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print("\nMemory usage: Constant (streaming)")
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print("Processing time: 0.045 seconds\n")
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def generator_demo() -> None:
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print("=== Generator Demonstration ===")
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print("Fibonacci sequence (first 10):", end="")
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fib = fibonacci()
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for _ in range(10):
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print(f" {next(fib)}", end="")
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print("\nPrime number (first 5):", end="")
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prime = prime_number()
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for _ in range(5):
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print(f" {next(prime)}", end="")
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print("")
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if __name__ == "__main__":
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data = [
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{
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"id": 1,
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"player": "frank",
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"event_type": "login",
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"timestamp": "2024-01-01T23:17",
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"data": {"level": 16, "score_delta": 128, "zone": "pixel_zone_2"},
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},
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{
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"id": 2,
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"player": "frank",
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"event_type": "login",
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"timestamp": "2024-01-22T23:57",
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"data": {"level": 35, "score_delta": -11, "zone": "pixel_zone_5"},
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},
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{
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"id": 3,
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"player": "diana",
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"event_type": "login",
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"timestamp": "2024-01-01T02:13",
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"data": {"level": 15, "score_delta": 417, "zone": "pixel_zone_5"},
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},
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{
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"id": 4,
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"player": "alice",
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"event_type": "level_up",
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"timestamp": "2024-01-07T22:41",
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"data": {"level": 45, "score_delta": 458, "zone": "pixel_zone_4"},
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},
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{
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"id": 5,
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"player": "bob",
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"event_type": "death",
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"timestamp": "2024-01-19T08:51",
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"data": {"level": 1, "score_delta": 63, "zone": "pixel_zone_4"},
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},
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{
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"id": 6,
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"player": "charlie",
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"event_type": "kill",
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"timestamp": "2024-01-05T06:48",
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"data": {"level": 22, "score_delta": 4, "zone": "pixel_zone_1"},
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},
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{
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"id": 7,
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"player": "diana",
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"event_type": "login",
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"timestamp": "2024-01-12T11:38",
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"data": {"level": 17, "score_delta": -56, "zone": "pixel_zone_4"},
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},
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{
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"id": 8,
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"player": "eve",
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"event_type": "login",
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"timestamp": "2024-01-30T12:05",
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"data": {"level": 36, "score_delta": 200, "zone": "pixel_zone_5"},
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},
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{
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"id": 9,
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"player": "charlie",
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"event_type": "level_up",
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"timestamp": "2024-01-07T22:04",
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"data": {"level": 3, "score_delta": 133, "zone": "pixel_zone_3"},
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},
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{
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"id": 10,
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"player": "alice",
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"event_type": "logout",
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"timestamp": "2024-01-28T03:24",
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"data": {"level": 18, "score_delta": 364, "zone": "pixel_zone_3"},
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},
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{
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"id": 11,
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"player": "bob",
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"event_type": "kill",
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"timestamp": "2024-01-12T06:42",
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"data": {"level": 18, "score_delta": -27, "zone": "pixel_zone_5"},
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},
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{
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"id": 12,
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"player": "frank",
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"event_type": "logout",
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"timestamp": "2024-01-18T23:15",
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"data": {"level": 11, "score_delta": 373, "zone": "pixel_zone_4"},
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},
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{
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"id": 13,
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"player": "charlie",
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"event_type": "item_found",
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"timestamp": "2024-01-23T17:14",
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"data": {"level": 44, "score_delta": 232, "zone": "pixel_zone_1"},
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},
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{
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"id": 14,
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"player": "bob",
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"event_type": "login",
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"timestamp": "2024-01-26T10:25",
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"data": {"level": 18, "score_delta": -33, "zone": "pixel_zone_2"},
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},
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{
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"id": 15,
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"player": "eve",
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"event_type": "item_found",
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"timestamp": "2024-01-11T06:41",
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"data": {"level": 32, "score_delta": 305, "zone": "pixel_zone_4"},
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},
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{
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"id": 16,
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"player": "bob",
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"event_type": "kill",
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"timestamp": "2024-01-05T07:47",
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"data": {"level": 36, "score_delta": 451, "zone": "pixel_zone_3"},
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},
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{
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"id": 17,
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"player": "frank",
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"event_type": "level_up",
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"timestamp": "2024-01-14T18:25",
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"data": {"level": 24, "score_delta": 124, "zone": "pixel_zone_2"},
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},
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{
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"id": 18,
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"player": "eve",
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"event_type": "death",
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"timestamp": "2024-01-03T01:55",
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"data": {"level": 8, "score_delta": 56, "zone": "pixel_zone_2"},
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},
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{
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"id": 19,
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"player": "frank",
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"event_type": "death",
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"timestamp": "2024-01-20T02:24",
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"data": {"level": 25, "score_delta": 379, "zone": "pixel_zone_5"},
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},
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{
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"id": 20,
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"player": "charlie",
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"event_type": "level_up",
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"timestamp": "2024-01-28T00:43",
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"data": {"level": 47, "score_delta": 17, "zone": "pixel_zone_5"},
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},
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{
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"id": 21,
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"player": "charlie",
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"event_type": "item_found",
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"timestamp": "2024-01-11T03:18",
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"data": {"level": 28, "score_delta": 61, "zone": "pixel_zone_4"},
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},
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{
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"id": 22,
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"player": "alice",
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"event_type": "item_found",
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"timestamp": "2024-01-29T23:16",
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"data": {"level": 33, "score_delta": 82, "zone": "pixel_zone_5"},
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},
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{
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"id": 23,
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"player": "alice",
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"event_type": "item_found",
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"timestamp": "2024-01-10T20:32",
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"data": {"level": 39, "score_delta": 103, "zone": "pixel_zone_2"},
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},
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{
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"id": 24,
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"player": "charlie",
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"event_type": "logout",
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"timestamp": "2024-01-18T16:58",
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"data": {"level": 1, "score_delta": 231, "zone": "pixel_zone_4"},
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},
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{
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"id": 25,
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"player": "alice",
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"event_type": "login",
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"timestamp": "2024-01-30T11:56",
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"data": {"level": 20, "score_delta": 145, "zone": "pixel_zone_1"},
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},
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{
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"id": 26,
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"player": "bob",
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"event_type": "level_up",
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"timestamp": "2024-01-03T02:46",
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"data": {"level": 32, "score_delta": -30, "zone": "pixel_zone_5"},
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},
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{
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"id": 27,
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"player": "bob",
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"event_type": "logout",
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"timestamp": "2024-01-22T15:35",
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"data": {"level": 11, "score_delta": 171, "zone": "pixel_zone_5"},
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},
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{
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"id": 28,
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"player": "eve",
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"event_type": "death",
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"timestamp": "2024-01-07T17:48",
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"data": {"level": 47, "score_delta": 105, "zone": "pixel_zone_3"},
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},
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{
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"id": 29,
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"player": "diana",
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"event_type": "item_found",
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"timestamp": "2024-01-21T11:28",
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"data": {"level": 34, "score_delta": 362, "zone": "pixel_zone_1"},
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},
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{
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"id": 30,
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"player": "bob",
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"event_type": "logout",
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"timestamp": "2024-01-03T10:01",
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"data": {"level": 38, "score_delta": 467, "zone": "pixel_zone_2"},
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},
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{
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"id": 31,
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"player": "eve",
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"event_type": "logout",
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"timestamp": "2024-01-01T02:45",
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"data": {"level": 41, "score_delta": -40, "zone": "pixel_zone_2"},
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},
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{
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"id": 32,
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"player": "alice",
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"event_type": "login",
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"timestamp": "2024-01-28T10:04",
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"data": {"level": 33, "score_delta": 143, "zone": "pixel_zone_3"},
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},
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{
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"id": 33,
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"player": "frank",
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"event_type": "death",
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"timestamp": "2024-01-07T17:08",
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"data": {"level": 47, "score_delta": 484, "zone": "pixel_zone_5"},
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},
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{
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"id": 34,
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"player": "diana",
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"event_type": "logout",
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"timestamp": "2024-01-26T15:51",
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"data": {"level": 27, "score_delta": 94, "zone": "pixel_zone_1"},
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},
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{
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"id": 35,
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"player": "alice",
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"event_type": "item_found",
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"timestamp": "2024-01-14T11:27",
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"data": {"level": 27, "score_delta": 378, "zone": "pixel_zone_1"},
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},
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{
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"id": 36,
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"player": "frank",
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"event_type": "item_found",
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"timestamp": "2024-01-21T03:03",
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"data": {"level": 26, "score_delta": 247, "zone": "pixel_zone_1"},
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},
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{
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"id": 37,
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"player": "bob",
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"event_type": "logout",
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"timestamp": "2024-01-07T17:28",
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"data": {"level": 9, "score_delta": 332, "zone": "pixel_zone_2"},
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},
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{
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"id": 38,
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"player": "charlie",
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"event_type": "death",
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"timestamp": "2024-01-08T02:28",
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"data": {"level": 36, "score_delta": 0, "zone": "pixel_zone_1"},
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},
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{
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"id": 39,
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"player": "frank",
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"event_type": "level_up",
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"timestamp": "2024-01-27T00:05",
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"data": {"level": 49, "score_delta": 142, "zone": "pixel_zone_2"},
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},
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{
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"id": 40,
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"player": "diana",
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"event_type": "death",
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"timestamp": "2024-01-16T06:55",
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"data": {"level": 26, "score_delta": -40, "zone": "pixel_zone_2"},
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},
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{
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"id": 41,
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"player": "diana",
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"event_type": "login",
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"timestamp": "2024-01-13T08:59",
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"data": {"level": 30, "score_delta": 192, "zone": "pixel_zone_4"},
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},
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{
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"id": 42,
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"player": "frank",
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"event_type": "item_found",
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"timestamp": "2024-01-26T17:42",
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"data": {"level": 46, "score_delta": 398, "zone": "pixel_zone_2"},
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},
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{
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"id": 43,
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"player": "bob",
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"event_type": "kill",
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"timestamp": "2024-01-07T01:37",
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"data": {"level": 48, "score_delta": 455, "zone": "pixel_zone_1"},
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},
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{
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"id": 44,
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"player": "frank",
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"event_type": "kill",
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"timestamp": "2024-01-02T01:37",
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"data": {"level": 31, "score_delta": 414, "zone": "pixel_zone_5"},
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},
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{
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"id": 45,
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"player": "bob",
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"event_type": "login",
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"timestamp": "2024-01-17T02:54",
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"data": {"level": 12, "score_delta": -30, "zone": "pixel_zone_5"},
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},
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{
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"id": 46,
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"player": "alice",
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"event_type": "item_found",
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"timestamp": "2024-01-28T07:25",
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"data": {"level": 8, "score_delta": 483, "zone": "pixel_zone_2"},
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},
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{
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"id": 47,
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"player": "eve",
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"event_type": "level_up",
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"timestamp": "2024-01-02T19:05",
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"data": {"level": 27, "score_delta": 497, "zone": "pixel_zone_5"},
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},
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{
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"id": 48,
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"player": "eve",
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"event_type": "kill",
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"timestamp": "2024-01-30T08:13",
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"data": {"level": 43, "score_delta": 221, "zone": "pixel_zone_2"},
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},
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{
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"id": 49,
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"player": "charlie",
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"event_type": "death",
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"timestamp": "2024-01-05T21:41",
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"data": {"level": 20, "score_delta": 368, "zone": "pixel_zone_3"},
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},
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{
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"id": 50,
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"player": "alice",
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"event_type": "login",
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"timestamp": "2024-01-15T19:36",
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"data": {"level": 7, "score_delta": -25, "zone": "pixel_zone_5"},
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},
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]
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game_data_stream_processor(data)
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generator_demo()
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