pyro-ops 0.1.1

Pyro-Ops: Ground-segment operations toolkit for SmallSat telemetry, FDIR, and automation

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