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from typing import Optional
from ..algorithm import Algorithm, FilterAlgorithm
from ..edge import EdgeFactory, MiniSeedFactory
from ..Controller import (
Controller,
get_realtime_interval,
)
from ..TimeseriesFactory import TimeseriesFactory
from .factory import get_edge_factory, get_miniseed_factory
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typer.run(filter)
def filter(
interval: str,
observatory: str,
input_factory: Optional[str] = None,
host: str = "127.0.0.1",
port: str = 2061,
output_factory: Optional[str] = None,
output_port: int = typer.Option(
2061, help="Port where output factory writes data."
),
output_read_port: int = typer.Option(
2061, help="Port where output factory reads data"
),
realtime_interval: int = 600,
update_limit: int = 10,
):
if interval == "realtime":
filter_realtime(
observatory=observatory,
input_factory=input_factory,
host=host,
port=port,
output_factory=output_factory,
output_port=output_port,
output_read_port=output_read_port,
realtime_interval=realtime_interval,
update_limit=update_limit,
)
elif interval in ["hour", "day"]:
input_factory = EdgeFactory(host=host, port=port)
output_factory = MiniSeedFactory(
host=host, port=output_read_port, write_port=output_port
)
if interval == "hour":
obsrio_hour(
observatory=observatory,
input_factory=input_factory,
output_factory=output_factory,
realtime_interval=realtime_interval,
update_limit=update_limit,
)
elif interval == "days":
obsrio_day(
observatory=observatory,
input_factory=input_factory,
output_factory=output_factory,
realtime_interval=realtime_interval,
update_limit=update_limit,
)
else:
raise ValueError("Invalid interval")
input_factory: Optional[str] = None,
host: str = "127.0.0.1",
port: str = 2061,
output_factory: Optional[str] = None,
Jeremy M Fee
committed
output_port: int = typer.Option(
2061, help="Port where output factory writes data."
),
output_read_port: int = typer.Option(
2061, help="Port where output factory reads data"
),
realtime_interval: int = 600,
update_limit: int = 10,
):
"""Filter 10Hz miniseed, 1 second, one minute, and temperature data.
Defaults set for realtime processing; can also be implemented to update legacy data"""
if input_factory == "miniseed":
input_factory = MiniSeedFactory(host=host, port=port)
elif input_factory == "edge":
input_factory = EdgeFactory(host=host, port=port)
if output_factory == "miniseed":
Jeremy M Fee
committed
output_factory = MiniSeedFactory(
host=host, port=output_read_port, write_port=output_port
)
Jeremy M Fee
committed
output_factory = EdgeFactory(
host=host, port=output_read_port, write_port=output_port
)
observatory=observatory,
input_factory=input_factory,
output_factory=output_factory,
realtime_interval=realtime_interval,
update_limit=update_limit,
observatory=observatory,
input_factory=input_factory,
output_factory=output_factory,
realtime_interval=realtime_interval,
update_limit=update_limit,
observatory=observatory,
input_factory=input_factory,
output_factory=output_factory,
realtime_interval=realtime_interval,
update_limit=update_limit,
observatory=observatory,
input_factory=input_factory,
output_factory=output_factory,
realtime_interval=realtime_interval,
update_limit=update_limit,
)
def obsrio_day(
observatory: str,
input_factory: Optional[TimeseriesFactory] = None,
output_factory: Optional[TimeseriesFactory] = None,
realtime_interval: int = 86400,
update_limit: int = 7,
):
"""Filter 1 second edge H,E,Z,F to 1 day miniseed U,V,W,F."""
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starttime, endtime = get_realtime_interval(realtime_interval)
# filter 10Hz U,V,W to H,E,Z
controller = Controller(
algorithm=FilterAlgorithm(
input_sample_period=60.0, output_sample_period=86400.0
),
inputFactory=input_factory or get_edge_factory(data_type="variation"),
inputInterval="minute",
outputFactory=output_factory or get_miniseed_factory(data_type="variation"),
outputInterval="day",
)
renames = {"H": "U", "E": "V", "Z": "W", "F": "F"}
for input_channel in renames.keys():
output_channel = renames[input_channel]
controller.run_as_update(
observatory=(observatory,),
output_observatory=(observatory,),
starttime=starttime,
endtime=endtime,
input_channels=(input_channel,),
output_channels=(output_channel,),
realtime=realtime_interval,
rename_output_channel=((input_channel, output_channel),),
update_limit=update_limit,
)
def obsrio_hour(
observatory: str,
input_factory: Optional[TimeseriesFactory] = None,
output_factory: Optional[TimeseriesFactory] = None,
realtime_interval: int = 600,
update_limit: int = 10,
):
"""Filter 1 second edge H,E,Z,F to 1 hour miniseed U,V,W,F."""
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starttime, endtime = get_realtime_interval(realtime_interval)
# filter 10Hz U,V,W to H,E,Z
controller = Controller(
algorithm=FilterAlgorithm(
input_sample_period=60.0, output_sample_period=3600.0
),
inputFactory=input_factory or get_edge_factory(data_type="variation"),
inputInterval="minute",
outputFactory=output_factory or get_miniseed_factory(data_type="variation"),
outputInterval="hour",
)
renames = {"H": "U", "E": "V", "Z": "W", "F": "F"}
for input_channel in renames.keys():
output_channel = renames[input_channel]
controller.run_as_update(
observatory=(observatory,),
output_observatory=(observatory,),
starttime=starttime,
endtime=endtime,
input_channels=(input_channel,),
output_channels=(output_channel,),
realtime=realtime_interval,
rename_output_channel=((input_channel, output_channel),),
update_limit=update_limit,
)
def obsrio_minute(
observatory: str,
input_factory: Optional[TimeseriesFactory] = None,
output_factory: Optional[TimeseriesFactory] = None,
realtime_interval: int = 600,
update_limit: int = 10,
):
"""Filter 1Hz legacy H,E,Z,F to 1 minute legacy.
Should be called after obsrio_second() and obsrio_tenhertz(),
which populate 1Hz legacy H,E,Z,F.
"""
starttime, endtime = get_realtime_interval(realtime_interval)
controller = Controller(
algorithm=FilterAlgorithm(input_sample_period=1, output_sample_period=60),
inputFactory=input_factory or get_edge_factory(data_type="variation"),
inputInterval="second",
outputFactory=output_factory or get_edge_factory(data_type="variation"),
outputInterval="minute",
)
for channel in ["H", "E", "Z", "F"]:
controller.run_as_update(
observatory=(observatory,),
output_observatory=(observatory,),
starttime=starttime,
endtime=endtime,
input_channels=(channel,),
output_channels=(channel,),
realtime=realtime_interval,
update_limit=update_limit,
)
def obsrio_second(
observatory: str,
input_factory: Optional[TimeseriesFactory] = None,
output_factory: Optional[TimeseriesFactory] = None,
realtime_interval: int = 600,
update_limit: int = 10,
"""Copy 1Hz miniseed F to 1Hz legacy F."""
starttime, endtime = get_realtime_interval(realtime_interval)
controller = Controller(
algorithm=Algorithm(),
inputFactory=input_factory or get_miniseed_factory(data_type="variation"),
inputInterval="second",
outputFactory=output_factory or get_edge_factory(data_type="variation"),
outputInterval="second",
)
controller.run_as_update(
observatory=(observatory,),
output_observatory=(observatory,),
starttime=starttime,
endtime=endtime,
input_channels=("F",),
output_channels=("F",),
realtime=realtime_interval,
update_limit=update_limit,
)
def obsrio_temperatures(
observatory: str,
input_factory: Optional[TimeseriesFactory] = None,
output_factory: Optional[TimeseriesFactory] = None,
realtime_interval: int = 600,
update_limit: int = 10,
"""Filter temperatures 1Hz miniseed (LK1-4) to 1 minute legacy (UK1-4)."""
starttime, endtime = get_realtime_interval(realtime_interval)
controller = Controller(
algorithm=FilterAlgorithm(input_sample_period=1, output_sample_period=60),
inputFactory=input_factory or get_miniseed_factory(data_type="variation"),
inputInterval="second",
outputFactory=output_factory or get_edge_factory(data_type="variation"),
outputInterval="minute",
)
renames = {"LK1": "UK1", "LK2": "UK2", "LK3": "UK3", "LK4": "UK4"}
for input_channel in renames.keys():
output_channel = renames[input_channel]
controller.run_as_update(
observatory=(observatory,),
output_observatory=(observatory,),
starttime=starttime,
endtime=endtime,
input_channels=(input_channel,),
output_channels=(output_channel,),
realtime=realtime_interval,
rename_output_channel=((input_channel, output_channel),),
update_limit=update_limit,
)
def obsrio_tenhertz(
observatory: str,
input_factory: Optional[TimeseriesFactory] = None,
output_factory: Optional[TimeseriesFactory] = None,
realtime_interval: int = 600,
update_limit: int = 10,
"""Filter 10Hz miniseed U,V,W to 1Hz legacy H,E,Z."""
starttime, endtime = get_realtime_interval(realtime_interval)
# filter 10Hz U,V,W to H,E,Z
controller = Controller(
algorithm=FilterAlgorithm(input_sample_period=0.1, output_sample_period=1),
inputFactory=input_factory or get_miniseed_factory(data_type="variation"),
inputInterval="tenhertz",
outputFactory=output_factory or get_edge_factory(data_type="variation"),
outputInterval="second",
)
renames = {"U": "H", "V": "E", "W": "Z"}
for input_channel in renames.keys():
output_channel = renames[input_channel]
controller.run_as_update(
observatory=(observatory,),
output_observatory=(observatory,),
starttime=starttime,
endtime=endtime,
input_channels=(input_channel,),
output_channels=(output_channel,),
realtime=realtime_interval,
rename_output_channel=((input_channel, output_channel),),
update_limit=update_limit,
)