Pyro-Ops
Ground-segment operations toolkit for SmallSat missions: CCSDS telemetry ingestion, standardized HDF5 persistence with mission metadata, basic FDIR analytics, a safe-by-design command DSL validated against mission definitions, and ground network integration hooks.
Install
pip install pyro-ops
Optional extras:
- Orbits:
pip install pyro-ops[orbits] - XTCE:
pip install pyro-ops[xtce] - ML (batch):
pip install pyro-ops[ml] - ML (streaming):
pip install pyro-ops[ml_stream] - Space (astropy/sgp4/spiceypy):
pip install pyro-ops[space] - PUS tools:
pip install pyro-ops[pus] - Docs:
pip install pyro-ops[docs]
Quickstart
from pyro_ops.analysis_core import rolling_zscore
from pyro_ops.data_persistence import HDF5Store
import pandas as pd
series = pd.Series([1, 1, 1, 10, 1, 1])
z = rolling_zscore(series, window=3)
store = HDF5Store("telemetry.h5")
store.write_table("/payload/temp", pd.DataFrame({"t": [1,2,3], "temp": [20.1, 20.5, 21.0]}), metadata={"unit": "C"})
Architecture
- Data Interface: CCSDS packet decode wrappers
- Data Persistence: HDF5 + MetaSat JSON-LD metadata
- Analysis Core: FDIR utilities and ML hooks
- Operations Control: DSL + XTCE/eICD ingestion stubs
- Ground Integration: SatNOGS API and orbit propagation helpers
License
Apache-2.0
1 maintainer
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