Upload scripts/example_query_waveform.py
Browse files
scripts/example_query_waveform.py
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@@ -9,7 +9,6 @@ python example_query_waveform.py \
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--endtime 2019-07-01T01:00:00
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"""
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import argparse
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import json
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import sys
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from pathlib import Path
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@@ -20,6 +19,28 @@ sys.path.insert(0, str(Path(__file__).resolve().parents[1]))
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from utils.waveform_index_api import query_and_merge, save_merged_to_npz
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def main():
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parser = argparse.ArgumentParser(
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description="Example API client for querying and merging waveform data."
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@@ -92,8 +113,72 @@ def main():
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action="store_true",
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help="Print segment details.",
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)
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args = parser.parse_args()
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merged, rows = query_and_merge(
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db_file=args.db,
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@@ -106,6 +191,17 @@ def main():
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fill_value=args.fill_value,
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dtype=np.float32,
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limit=args.limit,
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)
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print("=" * 80)
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@@ -153,6 +249,15 @@ def main():
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f"filled_ratio={item['filled_ratio']:.4f}, "
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f"segments={len(item['segments'])}"
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)
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if args.output_npz:
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save_merged_to_npz(merged, args.output_npz)
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--endtime 2019-07-01T01:00:00
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"""
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import argparse
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import sys
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from pathlib import Path
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from utils.waveform_index_api import query_and_merge, save_merged_to_npz
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def parse_optional_float(value):
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if value is None:
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return None
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text = str(value).strip().lower()
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if text in {"none", "null", ""}:
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return None
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out = float(value)
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return None if out < 0 else out
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def build_simulation_selector(args):
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fields = {
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"network": args.simulation_network,
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"station": args.simulation_station,
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"location": args.simulation_location,
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"channel": args.simulation_channel,
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"time": args.simulation_time,
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}
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selector = {key: value for key, value in fields.items() if value not in (None, "")}
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return selector or None
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def main():
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parser = argparse.ArgumentParser(
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description="Example API client for querying and merging waveform data."
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action="store_true",
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help="Print segment details.",
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)
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parser.add_argument(
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"--response_json",
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default="data/response/instrument_responses.json",
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help="Instrument-response JSON used by --remove_response or --simulate_response.",
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)
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parser.add_argument(
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"--remove_response",
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action="store_true",
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help="Remove the native instrument response with ObsPy before returning arrays.",
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)
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parser.add_argument(
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"--response_output",
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default="VEL",
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help="Physical output unit for response removal: DISP, VEL, or ACC.",
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)
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parser.add_argument(
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"--response_pre_filt",
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nargs=4,
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type=float,
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default=None,
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metavar=("F1", "F2", "F3", "F4"),
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help="Four-corner frequency pre-filter passed to ObsPy remove_response.",
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)
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parser.add_argument(
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"--response_water_level",
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default="60",
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help='ObsPy water level. Use "none" or a negative value to pass None.',
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)
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parser.add_argument(
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"--response_error_behavior",
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choices=("raise", "warn", "skip"),
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default="raise",
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help="How to handle response-processing failures.",
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)
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parser.add_argument(
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"--simulate_response",
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action="store_true",
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help="Simulate a target instrument response after optional native-response removal.",
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)
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parser.add_argument(
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"--simulation_response_json",
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default=None,
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help="Response JSON containing the target response; defaults to --response_json.",
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)
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parser.add_argument(
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"--simulation_response_id",
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default=None,
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help="Exact target response_id to simulate.",
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)
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parser.add_argument("--simulation_network", default=None)
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parser.add_argument("--simulation_station", default=None)
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parser.add_argument("--simulation_location", default=None)
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parser.add_argument("--simulation_channel", default=None)
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parser.add_argument(
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"--simulation_time",
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default=None,
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help="Time used with station-channel target-response selection.",
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)
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parser.add_argument(
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"--simulation_output",
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default=None,
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help="Physical unit used when evaluating the target response; defaults to --response_output.",
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)
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args = parser.parse_args()
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simulation_selector = build_simulation_selector(args)
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merged, rows = query_and_merge(
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db_file=args.db,
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fill_value=args.fill_value,
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dtype=np.float32,
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limit=args.limit,
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instrument_response_json=args.response_json,
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remove_instrument_response=args.remove_response,
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response_output=args.response_output,
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response_pre_filt=tuple(args.response_pre_filt) if args.response_pre_filt else None,
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response_water_level=parse_optional_float(args.response_water_level),
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response_error_behavior=args.response_error_behavior,
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simulate_instrument_response=args.simulate_response,
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simulation_response_json=args.simulation_response_json,
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simulation_response_id=args.simulation_response_id,
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simulation_response_selector=simulation_selector,
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simulation_output=args.simulation_output,
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)
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print("=" * 80)
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f"filled_ratio={item['filled_ratio']:.4f}, "
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f"segments={len(item['segments'])}"
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)
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if "instrument_processing" in item:
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proc = item["instrument_processing"]
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print(
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" instrument_processing: "
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f"processed={proc.get('processed')} "
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f"response_id={proc.get('response_id', '')} "
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f"simulation_response_id={proc.get('simulation_response_id', '')} "
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f"error={proc.get('error', '')}"
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)
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if args.output_npz:
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save_merged_to_npz(merged, args.output_npz)
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