sqllocks-shape-simulation
Shape plugin: simulation scenarios. Turns generated tables into what an upstream system would produce over time, and generates the telemetry of systems that have no table behind them.
| Simulator | Module | shape simulate |
|---|---|---|
FileDropSimulator |
shape_simulation.file_drop |
file-drop |
SCD2FileDropSimulator |
shape_simulation.scd2_file_drops |
scd2 |
StreamEmitter |
shape_simulation.stream_emit |
stream |
HybridSimulator |
shape_simulation.hybrid |
hybrid |
WorkflowSimulator |
shape_simulation.state_machine |
workflow |
ClickstreamSimulator |
shape_simulation.clickstream_patterns |
clickstream |
FinancialStreamSimulator |
shape_simulation.financial_patterns |
financial |
IoTTelemetrySimulator |
shape_simulation.iot_patterns |
iot |
OperationalLogSimulator |
shape_simulation.operational_log_patterns |
operational-log |
PulseDemandSimulator |
shape_simulation.pulse_patterns |
pulse |
Each takes a configuration and, where it works on existing data, Arrow tables (or a generation
result), and is deterministic for a seed. The first five are described in
docs/SIMULATION_FILES_EVENTS.md, the pattern simulators (the last five) in
docs/plugins/simulation.md.
pip install 'sqllocks-shape[simulation]'
shape simulate clickstream --set users=500 -o out/
from shape_simulation.clickstream_patterns import ClickstreamConfig, ClickstreamSimulator
result = ClickstreamSimulator(ClickstreamConfig(users=500, seed=7)).run()
result.sessions, result.page_views, result.funnels, result.stats
It registers one plugin command, simulate (shape.commands); the simulators are importable from
shape_simulation without it. Its version always equals core's (sqllocks-shape), and it is
released together with core. How plugins are written: docs/plugins/authoring.md in the repository.
1 maintainer
Metadata
1 maintainer
Release files for sqllocks-shape-simulation 0.9.3
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| File | Size | Uploaded | Provenance | |
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|---|---|---|---|---|
| sqllocks_shape_simulation-0.9.3-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 176.9 kB
Release files / sqllocks_shape_simulation-0.9.3.tar.gz
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