Screamer

Screamingly fast rolling statistics, technical indicators, and signal filters for time series. C++ performance with a simple Python API, and identical results on batch NumPy arrays and live streams.

Python Versions

pip install screamer

Why screamer

Fast. Every function is implemented in C++ and routinely outruns equivalent NumPy and pandas code, often by a factor of two or more.
One API, batch or streaming. The same function runs on a stored NumPy array or a live, event-driven stream and produces identical results, so code tested on historical data deploys to production unchanged.
Causal by construction. Output depends only on current and past inputs, never future ones, which eliminates look-ahead bias.
Batteries included. 150+ rolling and exponentially-weighted statistics, technical indicators (MACD, RSI, Bollinger Bands, ATR, and more), OHLC volatility estimators, signal filters, plus stream operators and composable pipelines.

Quick example

Fit a line to each sliding window of 50 values, take the slope, then its sign to get the trend direction:

import numpy as np
from screamer import RollingPoly2, Sign

data = np.cumsum(np.random.normal(size=300))

slope = RollingPoly2(window_size=50, derivative_order=1)
sign = Sign()

trend = sign(slope(data))   # the same calls work on a live stream, one value at a time

Documentation

Full documentation, the function reference grouped by topic, and runnable example notebooks live at screamer.readthedocs.io.

Contributing

Contributions are welcome. See CONTRIBUTING.md for how to set up a development environment, build the extension, run the tests, and open a pull request. By participating you agree to abide by our Code of Conduct.

License

Screamer is released under the MIT License. See LICENSE.

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

screamer-0.9.0.tar.gz (1.6 MB view details)

Uploaded Jul 17, 2026 Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

The dropdown lists show the available interpreters, ABIs, and platforms. Enable javascript to be able to filter the list of wheel files.

screamer-0.9.0-cp314-cp314-win_amd64.whl (864.8 kB view details)

Uploaded Jul 17, 2026 CPython 3.14Windows x86-64

screamer-0.9.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (1.0 MB view details)

Uploaded Jul 17, 2026 CPython 3.14manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

screamer-0.9.0-cp314-cp314-macosx_11_0_arm64.whl (824.8 kB view details)

Uploaded Jul 17, 2026 CPython 3.14macOS 11.0+ ARM64

screamer-0.9.0-cp314-cp314-macosx_10_15_x86_64.whl (920.5 kB view details)

Uploaded Jul 17, 2026 CPython 3.14macOS 10.15+ x86-64

screamer-0.9.0-cp313-cp313-win_amd64.whl (839.4 kB view details)

Uploaded Jul 17, 2026 CPython 3.13Windows x86-64

screamer-0.9.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (1.0 MB view details)

Uploaded Jul 17, 2026 CPython 3.13manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

screamer-0.9.0-cp313-cp313-macosx_11_0_arm64.whl (820.4 kB view details)

Uploaded Jul 17, 2026 CPython 3.13macOS 11.0+ ARM64

screamer-0.9.0-cp313-cp313-macosx_10_13_x86_64.whl (919.6 kB view details)

Uploaded Jul 17, 2026 CPython 3.13macOS 10.13+ x86-64

screamer-0.9.0-cp312-cp312-win_amd64.whl (839.4 kB view details)

Uploaded Jul 17, 2026 CPython 3.12Windows x86-64

screamer-0.9.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (1.0 MB view details)

Uploaded Jul 17, 2026 CPython 3.12manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

screamer-0.9.0-cp312-cp312-macosx_11_0_arm64.whl (820.3 kB view details)

Uploaded Jul 17, 2026 CPython 3.12macOS 11.0+ ARM64

screamer-0.9.0-cp312-cp312-macosx_10_13_x86_64.whl (919.6 kB view details)

Uploaded Jul 17, 2026 CPython 3.12macOS 10.13+ x86-64

screamer-0.9.0-cp311-cp311-win_amd64.whl (835.9 kB view details)

Uploaded Jul 17, 2026 CPython 3.11Windows x86-64

screamer-0.9.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (1.0 MB view details)

Uploaded Jul 17, 2026 CPython 3.11manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

screamer-0.9.0-cp311-cp311-macosx_11_0_arm64.whl (811.2 kB view details)

Uploaded Jul 17, 2026 CPython 3.11macOS 11.0+ ARM64

screamer-0.9.0-cp311-cp311-macosx_10_13_x86_64.whl (895.7 kB view details)

Uploaded Jul 17, 2026 CPython 3.11macOS 10.13+ x86-64

File details

Details for the file screamer-0.9.0.tar.gz.

File metadata

Download URL: screamer-0.9.0.tar.gz
Upload date: Jul 17, 2026
Size: 1.6 MB
Tags: Source
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0.tar.gz
Algorithm	Hash digest
SHA256	`9c58c85d48b0438bef6f80f97cb4a1b5c93743adafaddc43b6221f9259e9c958`
MD5	`35e10673c254eb914d3f96bb2c730f5a`
BLAKE2b-256	`57587839c0af37056b5a2c0b26553bc30ace4827bced62cd2b135e75525b0679`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0.tar.gz:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0.tar.gz
- Subject digest: 9c58c85d48b0438bef6f80f97cb4a1b5c93743adafaddc43b6221f9259e9c958
- Sigstore transparency entry: 2189326687
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

File details

Details for the file screamer-0.9.0-cp314-cp314-win_amd64.whl.

File metadata

Download URL: screamer-0.9.0-cp314-cp314-win_amd64.whl
Upload date: Jul 17, 2026
Size: 864.8 kB
Tags: CPython 3.14, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0-cp314-cp314-win_amd64.whl
Algorithm	Hash digest
SHA256	`a093edce74a61f41e06a1f94d06c6c945cbd0e4013842ca9a95e536cd44f5cf1`
MD5	`96a330ee32ba82fbf639147451eb5ba1`
BLAKE2b-256	`4228c3cf68bcf304ffa558be8ab1fb9a98b8e87b7e23aff31b15adbf32077fc3`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0-cp314-cp314-win_amd64.whl:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0-cp314-cp314-win_amd64.whl
- Subject digest: a093edce74a61f41e06a1f94d06c6c945cbd0e4013842ca9a95e536cd44f5cf1
- Sigstore transparency entry: 2189327064
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

File details

Details for the file screamer-0.9.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

Download URL: screamer-0.9.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Upload date: Jul 17, 2026
Size: 1.0 MB
Tags: CPython 3.14, manylinux: glibc 2.27+ x86-64, manylinux: glibc 2.28+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm	Hash digest
SHA256	`fcd0f18e206130c5f385b16534bfa89211cd5b2df27c90d52dbda2cb64ee400b`
MD5	`dae67aff6524b1f40163323f5f80e4ad`
BLAKE2b-256	`b0366c8caac0993f4ae9799b4021728fe794b6331af815b691cff02316269153`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
- Subject digest: fcd0f18e206130c5f385b16534bfa89211cd5b2df27c90d52dbda2cb64ee400b
- Sigstore transparency entry: 2189327945
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

File details

Details for the file screamer-0.9.0-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

Download URL: screamer-0.9.0-cp314-cp314-macosx_11_0_arm64.whl
Upload date: Jul 17, 2026
Size: 824.8 kB
Tags: CPython 3.14, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0-cp314-cp314-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`0a56c6ced2be050ec229cd91d9ba88edba7ec7419da282f420a6dbcacd24a0de`
MD5	`49e8da8eb229c3faa2ef14e16ffed49f`
BLAKE2b-256	`bb1eda6c9e8426bf8145515ec52e6f4e7bd06d2157b00460bca9a9f79cfeab44`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0-cp314-cp314-macosx_11_0_arm64.whl:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0-cp314-cp314-macosx_11_0_arm64.whl
- Subject digest: 0a56c6ced2be050ec229cd91d9ba88edba7ec7419da282f420a6dbcacd24a0de
- Sigstore transparency entry: 2189327218
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

File details

Details for the file screamer-0.9.0-cp314-cp314-macosx_10_15_x86_64.whl.

File metadata

Download URL: screamer-0.9.0-cp314-cp314-macosx_10_15_x86_64.whl
Upload date: Jul 17, 2026
Size: 920.5 kB
Tags: CPython 3.14, macOS 10.15+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0-cp314-cp314-macosx_10_15_x86_64.whl
Algorithm	Hash digest
SHA256	`1ed38bb5575118e2f2eee3a42621d01b6e96cb3bcbd201ff9384bdc0a7c960cc`
MD5	`4d8a51c35c2446633b7fd91f5af70c3e`
BLAKE2b-256	`3a716719c0456bd7f3429a3619a31f4040e21bca70649dce42e3a283b5c1bc44`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0-cp314-cp314-macosx_10_15_x86_64.whl:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0-cp314-cp314-macosx_10_15_x86_64.whl
- Subject digest: 1ed38bb5575118e2f2eee3a42621d01b6e96cb3bcbd201ff9384bdc0a7c960cc
- Sigstore transparency entry: 2189327863
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

File details

Details for the file screamer-0.9.0-cp313-cp313-win_amd64.whl.

File metadata

Download URL: screamer-0.9.0-cp313-cp313-win_amd64.whl
Upload date: Jul 17, 2026
Size: 839.4 kB
Tags: CPython 3.13, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0-cp313-cp313-win_amd64.whl
Algorithm	Hash digest
SHA256	`f618eeeaf3afee687298bc8d60a2e6a9d2387057864e43a607a49be7e1320c82`
MD5	`a7d03dac41ee0fdf955398d6eb7b80c3`
BLAKE2b-256	`9fc588551e6c00836a18d752b5c2e0cd915a313920684037e2f75b8fd18809e3`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0-cp313-cp313-win_amd64.whl:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0-cp313-cp313-win_amd64.whl
- Subject digest: f618eeeaf3afee687298bc8d60a2e6a9d2387057864e43a607a49be7e1320c82
- Sigstore transparency entry: 2189327307
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

File details

Details for the file screamer-0.9.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

Download URL: screamer-0.9.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Upload date: Jul 17, 2026
Size: 1.0 MB
Tags: CPython 3.13, manylinux: glibc 2.27+ x86-64, manylinux: glibc 2.28+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm	Hash digest
SHA256	`b89296d17a3dbcbd7dd88663092715897b4c8be4e57bca483341e675d840ef93`
MD5	`30e06a593fb0b4f83759f0e76882be04`
BLAKE2b-256	`c50f1202ba5054e0b6b335af5a65429f712098221f7d061984dabbd86b49c059`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
- Subject digest: b89296d17a3dbcbd7dd88663092715897b4c8be4e57bca483341e675d840ef93
- Sigstore transparency entry: 2189327134
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

File details

Details for the file screamer-0.9.0-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

Download URL: screamer-0.9.0-cp313-cp313-macosx_11_0_arm64.whl
Upload date: Jul 17, 2026
Size: 820.4 kB
Tags: CPython 3.13, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0-cp313-cp313-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`db107356df964601832dd42f4751efedac8596c774febbbf8eeba086c97bf0d7`
MD5	`f7ba503cab68af86e6bcf3b16960731e`
BLAKE2b-256	`d0f4f9579243814150ccb3d7d554efbe187799b0cebf08879fa06802bbcea1df`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0-cp313-cp313-macosx_11_0_arm64.whl
- Subject digest: db107356df964601832dd42f4751efedac8596c774febbbf8eeba086c97bf0d7
- Sigstore transparency entry: 2189326770
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

File details

Details for the file screamer-0.9.0-cp313-cp313-macosx_10_13_x86_64.whl.

File metadata

Download URL: screamer-0.9.0-cp313-cp313-macosx_10_13_x86_64.whl
Upload date: Jul 17, 2026
Size: 919.6 kB
Tags: CPython 3.13, macOS 10.13+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0-cp313-cp313-macosx_10_13_x86_64.whl
Algorithm	Hash digest
SHA256	`3e4ae5404c25be086d960cec3fe07c79c02455c244c52e5f33e6e593bf145b4e`
MD5	`03db75503572cc5f52436408419cfda3`
BLAKE2b-256	`282cf9e8f3e707cb765ee2b00b9b9c17b14f92e3ba56ad5f467ec2314b716e2b`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0-cp313-cp313-macosx_10_13_x86_64.whl:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0-cp313-cp313-macosx_10_13_x86_64.whl
- Subject digest: 3e4ae5404c25be086d960cec3fe07c79c02455c244c52e5f33e6e593bf145b4e
- Sigstore transparency entry: 2189327510
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

File details

Details for the file screamer-0.9.0-cp312-cp312-win_amd64.whl.

File metadata

Download URL: screamer-0.9.0-cp312-cp312-win_amd64.whl
Upload date: Jul 17, 2026
Size: 839.4 kB
Tags: CPython 3.12, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0-cp312-cp312-win_amd64.whl
Algorithm	Hash digest
SHA256	`2f3232db2ca0aa498fc22077ba0b281db5011726392193dbf31213e131dcd938`
MD5	`bc056b4a745ebbf5210bb74a39c122d6`
BLAKE2b-256	`972e51954e72d96a827f79f16427fd173ed46894c1796010fd2fc9f99bac9b20`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0-cp312-cp312-win_amd64.whl:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0-cp312-cp312-win_amd64.whl
- Subject digest: 2f3232db2ca0aa498fc22077ba0b281db5011726392193dbf31213e131dcd938
- Sigstore transparency entry: 2189328113
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

File details

Details for the file screamer-0.9.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

Download URL: screamer-0.9.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Upload date: Jul 17, 2026
Size: 1.0 MB
Tags: CPython 3.12, manylinux: glibc 2.27+ x86-64, manylinux: glibc 2.28+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm	Hash digest
SHA256	`a3cabb4e5cb2cc4bb67897be091f0c6668cc01c75f9af918ad40e9388176df9b`
MD5	`2468ed2f9c5770ddea215d5edf5a4ef3`
BLAKE2b-256	`67594fcb2ce14616f1e6f6f1ccab59cd33660289e4c07fd272400e2a9153f68c`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
- Subject digest: a3cabb4e5cb2cc4bb67897be091f0c6668cc01c75f9af918ad40e9388176df9b
- Sigstore transparency entry: 2189326866
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

File details

Details for the file screamer-0.9.0-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

Download URL: screamer-0.9.0-cp312-cp312-macosx_11_0_arm64.whl
Upload date: Jul 17, 2026
Size: 820.3 kB
Tags: CPython 3.12, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`4ada8df6555920b2e44a9f6ee814aa3f29e8296faa11c1b843b785a2798b791f`
MD5	`e143d1cbb378c6a30f9b649d888575c8`
BLAKE2b-256	`490bea8c90decc7910cc84e282738111ef745da45a4cd8adca7408edecf14c15`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0-cp312-cp312-macosx_11_0_arm64.whl
- Subject digest: 4ada8df6555920b2e44a9f6ee814aa3f29e8296faa11c1b843b785a2798b791f
- Sigstore transparency entry: 2189327711
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

File details

Details for the file screamer-0.9.0-cp312-cp312-macosx_10_13_x86_64.whl.

File metadata

Download URL: screamer-0.9.0-cp312-cp312-macosx_10_13_x86_64.whl
Upload date: Jul 17, 2026
Size: 919.6 kB
Tags: CPython 3.12, macOS 10.13+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0-cp312-cp312-macosx_10_13_x86_64.whl
Algorithm	Hash digest
SHA256	`a517260d23ea3524294edeb379b5ef1198498b5f864acc6ee8b25571ed71148f`
MD5	`4ed2a8349b1c24d745e00fceb5cff4fe`
BLAKE2b-256	`1db188b8840141abae79d567736f5a94e23f680ae79180f758b9d53d86239a9b`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0-cp312-cp312-macosx_10_13_x86_64.whl:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0-cp312-cp312-macosx_10_13_x86_64.whl
- Subject digest: a517260d23ea3524294edeb379b5ef1198498b5f864acc6ee8b25571ed71148f
- Sigstore transparency entry: 2189327783
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

File details

Details for the file screamer-0.9.0-cp311-cp311-win_amd64.whl.

File metadata

Download URL: screamer-0.9.0-cp311-cp311-win_amd64.whl
Upload date: Jul 17, 2026
Size: 835.9 kB
Tags: CPython 3.11, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0-cp311-cp311-win_amd64.whl
Algorithm	Hash digest
SHA256	`74b9ddcba31d6e00faf3b6a0f8c27596b24aa180ad48df515cafc3d7dd5a5a79`
MD5	`81829b4fb37333e20dde6ff4ac3b637f`
BLAKE2b-256	`ae788ba36edcb1705e7f64287587d63e522a8cdf50abd03363189efd2b060eba`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0-cp311-cp311-win_amd64.whl:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0-cp311-cp311-win_amd64.whl
- Subject digest: 74b9ddcba31d6e00faf3b6a0f8c27596b24aa180ad48df515cafc3d7dd5a5a79
- Sigstore transparency entry: 2189328022
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

File details

Details for the file screamer-0.9.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

Download URL: screamer-0.9.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Upload date: Jul 17, 2026
Size: 1.0 MB
Tags: CPython 3.11, manylinux: glibc 2.27+ x86-64, manylinux: glibc 2.28+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm	Hash digest
SHA256	`890e9bf72d9121420deb7a6a085e6df2a1d8566d127c68f40793cafd63b20a78`
MD5	`e5042864904840d642d3f7100a91c2cd`
BLAKE2b-256	`c7fc5b39379d8eee2e4da58a8c0fa49c877a494ffe808e6a25866a23e9d698a7`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
- Subject digest: 890e9bf72d9121420deb7a6a085e6df2a1d8566d127c68f40793cafd63b20a78
- Sigstore transparency entry: 2189327628
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

File details

Details for the file screamer-0.9.0-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

Download URL: screamer-0.9.0-cp311-cp311-macosx_11_0_arm64.whl
Upload date: Jul 17, 2026
Size: 811.2 kB
Tags: CPython 3.11, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`8685870ded52282c3131d8d4accc3d62e39ea33287e2805ea61d913f8fd32545`
MD5	`5c3ae8b057c9db31530c7845994fca8e`
BLAKE2b-256	`8d6199a6be3fdc55c4b1691ef35733ae11362a22674a97b4ffff733c41c262c0`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0-cp311-cp311-macosx_11_0_arm64.whl
- Subject digest: 8685870ded52282c3131d8d4accc3d62e39ea33287e2805ea61d913f8fd32545
- Sigstore transparency entry: 2189327419
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

File details

Details for the file screamer-0.9.0-cp311-cp311-macosx_10_13_x86_64.whl.

File metadata

Download URL: screamer-0.9.0-cp311-cp311-macosx_10_13_x86_64.whl
Upload date: Jul 17, 2026
Size: 895.7 kB
Tags: CPython 3.11, macOS 10.13+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for screamer-0.9.0-cp311-cp311-macosx_10_13_x86_64.whl
Algorithm	Hash digest
SHA256	`06057a93043e9411614a44daafcda8deea155e803d6b453fcf1bc742fce33c7f`
MD5	`ba5be89284fb59d010166b01fbada743`
BLAKE2b-256	`e8795664f7769c1eef495638fd111f48b3b267107a47a464daf65e6b756b8f68`

See more details on using hashes here.

Provenance

The following attestation bundles were made for screamer-0.9.0-cp311-cp311-macosx_10_13_x86_64.whl:

Publisher: build-wheels.yml on screamer-labs/screamer

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: screamer-0.9.0-cp311-cp311-macosx_10_13_x86_64.whl
- Subject digest: 06057a93043e9411614a44daafcda8deea155e803d6b453fcf1bc742fce33c7f
- Sigstore transparency entry: 2189326967
- Sigstore integration time: Jul 17, 2026
Source repository:
- Permalink: screamer-labs/screamer@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Branch / Tag: refs/tags/v0.9.0
- Owner: https://github.com/screamer-labs
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: build-wheels.yml@06f226a6ef1a75e67af9c7c801380c052e8b42a6
- Trigger Event: push

Release history Release notifications | RSS feed

2.5.0

Aug 10, 2026

2.4.0

Aug 9, 2026

2.3.1

Aug 9, 2026

2.3.0

Aug 6, 2026

2.2.1

Aug 4, 2026

2.2.0

Aug 3, 2026

2.1.0

Aug 2, 2026

2.0.0

Aug 2, 2026

1.2.1

Jul 31, 2026

1.2.0

Jul 31, 2026

1.1.2

Jul 29, 2026

1.1.1

Jul 29, 2026

1.1.0

Jul 28, 2026

1.0.1

Jul 26, 2026

1.0.0

Jul 25, 2026

0.13.0

Jul 23, 2026

0.12.0

Jul 23, 2026

0.11.0

Jul 22, 2026

0.10.3

Jul 20, 2026

0.10.2

Jul 19, 2026

0.10.1

Jul 18, 2026

This release

0.9.0

Jul 17, 2026

0.8.0

Jul 16, 2026

0.7.3

Jul 12, 2026

0.7.2

Jul 12, 2026

0.7.1

Jul 12, 2026

0.7.0

Jul 12, 2026

0.6.3

Jul 7, 2026

0.6.2

Jul 7, 2026

0.1.46

Nov 2, 2024

0.1.45

Nov 1, 2024

0.1.32

Oct 20, 2024

0.1.31

Oct 20, 2024

0.1.30

Oct 19, 2024

screamer 0.9.0

Screamer

Why screamer

Quick example

Documentation

Contributing

License

Project links

Key dates

2 maintainers

Credits

GitHub Statistics

License

Requires

Provides Extra

Tags

Classifiers

Download files

Source Distribution

Built Distributions

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance

File details

File metadata

File hashes

Provenance