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 0.9.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| sqllocks_shape_simulation-0.9.1.tar.gz | 99.2 kB | With provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| sqllocks_shape_simulation-0.9.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 176.9 kB
Release files / sqllocks_shape_simulation-0.9.1.tar.gz
| Download URL | sqllocks_shape_simulation-0.9.1.tar.gz |
|---|---|
| Size | 99.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
3c22bd337ee525f5fa3b34108cad9088fb36a35e9379ea58a1aad7d1dd68af54
|
|
BLAKE2b-256 checksum How to use checksums |
7d0914bb2bbcc2ba232237592e66ead0904a25925aa1f0063f9bf01d46f8b0a3
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 11, 2026.
Transparency logRelease files / sqllocks_shape_simulation-0.9.1-py3-none-any.whl
| Download URL | sqllocks_shape_simulation-0.9.1-py3-none-any.whl |
|---|---|
| Size | 77.7 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
db2f5c529d54c248faaf48d8d1466298dddde2b52f3acb3602dbe3d7dcafd3be
|
|
BLAKE2b-256 checksum How to use checksums |
7c9de0ef1e2360fcb4b596707cbd73cc2b263339339cb3e61292831504d94737
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 11, 2026.
Transparency logSecurity for sqllocks-shape-simulation 0.9.1
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
All 2 files in this release have been uploaded with provenance metadata.
Attestation for sqllocks_shape_simulation-0.9.1.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Oct 11, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
