This release is a pre-release and may not be stable for production use.
rsTimes
rsTimes 0.2.0b3 is a beta Python date and time library with a shared Rust core. It combines scalar calendars, pandas indexes and native Polars columns/expressions.
Delta: exact nanosecond relative changes, absolute fields and scalar/bulk arithmetic.parse_str,parse,parse_to_epoch: shared configurable parsing returning date objects or integer epoch ticks.Configs: vocabularies, ordering, fixed offsets and explicitly configured regional zones.Pydt: a realdatetime.datetimesubclass with calendar, boundary, zone and formatting operations.Pddt: a realpandas.DatetimeIndexsubclass with explicit units, nanoseconds and column operations.Pldt: a realpolars.Seriessubclass, with Series/Expr.pldtnamespaces and shared Rust date kernels.
The distribution name is rsTimes; import rstimes. The four core class names
are Delta, Pydt, Pddt and Pldt. Date-field replacement uses
x.pddt.replace(...) or x.pldt.replace(...); native host replacement methods
retain their own meaning. See the b3 release notes
for upgrade details and explicitly deferred custom-protocol cases.
Installation and dependencies
This is a beta release. Select the version explicitly:
python -m pip install "rsTimes==0.2.0b3"
python -m pip install "rsTimes[dateutil,pandas,polars]==0.2.0b3"
| Dependency | Required version | Purpose |
|---|---|---|
| NumPy | >=2.5.3 | Required native scalar/array support |
| tzdata | >=2026.5, Windows only | Required IANA data for standard ZoneInfo |
| python-dateutil | >=2.9, optional dateutil extra |
Import parserinfo and relativedelta rules; actual relativedelta interoperability |
| pandas | >=2.3.3 on CPython 3.12–3.14 except Windows ARM64; >=3.0.6 on CPython 3.15 or Windows ARM64 | Optional pandas extra, required for Pddt |
| Polars | >=2.0.0 ordinary profile | Optional polars extra, required for Pldt; t requires a compatible upstream runtime |
Core Delta, Configs, parsing and Pydt work without dateutil, pandas or Polars.
Without python-dateutil, Configs.from_parserinfo() and
Delta.from_relativedelta() raise ImportError with an installation hint;
ordinary parsing does not fall back to dateutil. Install integrations before
starting Python. Adding a dependency to an already running interpreter requires
a restart. Broken installed dependencies propagate their actual import errors.
Installing pandas also installs its own dependencies, which can include dateutil.
The runtime does not require Babel, cytimes or Cython.
Usage
from datetime import datetime
from rstimes import Configs, Delta, Pydt, parse, parse_str, parse_to_epoch
assert datetime(2024, 1, 31) + Delta(months=1) == datetime(2024, 2, 29)
assert Pydt(2024, 1, 31).add(months=1) == datetime(2024, 2, 29)
assert parse(datetime(2024, 5, 7)) == datetime(2024, 5, 7)
assert parse_str("2024-01-02T12:34+08:00", ignoretz=False).isoformat() == "2024-01-02T12:34:00+08:00"
assert parse_to_epoch(1e-9, unit="ns") == 1
cfg = Configs()
cfg.add_month("custommonth", 2)
assert parse_str("29 custommonth 2024", cfg=cfg) == datetime(2024, 2, 29)
Pddt accepts collections. Choose a unit during construction and use
as_unit() explicitly to convert an existing object:
from rstimes import Delta, Pddt, parse_to_epoch
x = Pddt(["2024-01-31T12:30:00.123456789", None], unit="ns", name="events")
y = x + Delta(months=1)
assert y[0].isoformat() == "2024-02-29T12:30:00.123456789"
assert y.isna().tolist() == [False, True]
# Bare Pddt numbers are ticks in the chosen unit; parser numbers are seconds.
assert Pddt([1], unit="ms").asi8.tolist() == [1]
assert parse_to_epoch(1, unit="ms") == 1000
The default ordering is yearfirst=True, dayfirst=False, overridable by Configs
and explicit options. strict=False; isoformat=True tries ISO first and may
fall back to general parsing. The default ignoretz=True discards textual time
zones; pass False to retain them. Parser interprets fields; the chosen result
class controls capacity and the existence of regional local times.
Pydt retains microsecond precision and years1–9999. Pddt supports s/ms/us/ns
and zero, negative and wide years within the selected unit's capacity. Operations
on an existing Pddt preserve its unit: insufficient precision or capacity raises
an error and requires explicit as_unit(). It never silently changes unit or
turns an ordinary failure into NaT. None preserves optional fields; zero is a
real numeric value.
to_unix_ms and from_unix_ms convert aware dates and Unix milliseconds.
The former floors submillisecond values; the latter returns a UTC-aware datetime.
Type errors are TypeError, naive inputs are ValueError, and capacity failures
are OverflowError.
Native support and verification
One source tree supports ordinary CPython 3.12–3.15 and free-threaded CPython 3.14t/3.15t. The native release matrix is:
| Platform | CPU | Wheel/libc policy | Ordinary Python | Free-threaded Python |
|---|---|---|---|---|
| macOS | ARM64 | macOS 11.0 wheel tag; dependency OS floor also applies | 3.12–3.15 | 3.14t, 3.15t |
| macOS | Intel x86_64 | macOS 11.0 ordinary tag; t requires 14.0+ | 3.12–3.15 | 3.14t, 3.15t |
| Windows | x86_64 | win_amd64 | 3.12–3.15 | 3.14t, 3.15t |
| Windows | ARM64 | win_arm64 | 3.12–3.15 | 3.14t, 3.15t |
| Linux glibc | x86_64 | manylinux_2_28 | 3.12–3.15 | 3.14t, 3.15t |
| Linux glibc | ARM64 | manylinux_2_28 | 3.12–3.15 | 3.14t, 3.15t |
| Linux musl | x86_64 | musllinux_1_2 | 3.12–3.15 | 3.14t, 3.15t |
| Linux musl | ARM64 | musllinux_1_2 | 3.12–3.15 | 3.14t, 3.15t |
This is 32 ordinary plus16 t wheels and one canonical sdist. 32-bit, PyPy, universal2 and 3.13t are outside the matrix. Linux installation tests use the matching libc container. Wheel tags and hosted-runner tests do not prove physical execution on every historical OS release allowed by a tag.
The complete dependency set determines the usable OS floor. In particular, NumPy 2.5.3 requires macOS 14.0+ on ARM64 Python 3.14/3.15, including t builds; Intel t integration also requires macOS 14.0+. Use the free-threaded guide for exact conditions.
NoGIL support requires matching upstream dependencies. The t qualification uses pandas 3 and fixed, unmodified official Polars 2.1.0 sources when a suitable official wheel is unavailable. Internal CI builds are not a runtime supply channel. rsTimes does not ship, download or maintain a Polars fork or custom user runtime. Users obtain a compatible upstream Polars build; this matrix does not promise that every dependency has a public t wheel everywhere.
Every release position tests actual isolated installed wheels, with core-only, Polars-only and pandas3 configurations as applicable. Ordinary pandas2 and latest-version representatives are separate profiles. The frozen cytimes oracle is test-only and isolated from pandas3 product environments. Shared cloud runners are not used as strict performance proof; measured results name the actual artifact, ABI, workload and baseline.
Development
The repository pins Rust in rust-toolchain.toml. Inside an activated environment:
python -m pip install --upgrade pip==26.2.2
python -m pip install -r requirements-dev.txt
maturin build --release --locked --interpreter python --out dist
python -m pip install --no-deps dist/*.whl
python -I -B tools/wheel_smoke.py --expect-version 0.2.0b3 --with-dateutil --with-pandas --with-polars
python -I -B tools/run_release_tests.py --junitxml evidence/tests.xml
python -I -B tools/check_public_docs.py
Use separate output directories after source changes. Source-tree imports do not
replace installed-wheel verification. On PowerShell, install wheels with
Get-ChildItem dist\*.whl | ForEach-Object { python -m pip install --no-deps $_.FullName }.
For Python type checks, prepare the separate analysis environment and pinned Node/Pyright toolchain described in the type-checking guide.
Demonstrations
The four demo/*.py scripts are interactive demonstrations. Delta, Parser and
Pydt use the separate requirements-oracle.txt environment to compare cytimes;
Pddt uses requirements-test.txt to compare pandas3. In this development checkout,
demo/runtime.json selects the verified local wheel and separate oracle
environments. Public-release checkouts select their published wheel and manifest.
The launcher checks version, installed location and native SHA256. It never
silently loads another wheel or compiles a temporary replacement. See the
demo guide. Do not force cytimes into the pandas3 environment.
Automated publication
Maintainers use the release procedure and the current approved release plan. Each release records its own source, artifacts, validation and authorization.
- PRs run representative pilot checks; a fixed main commit runs the full48 matrix. Manual verification cannot publish. Documentation-only follow-ups have their recorded documentation/demo checks without rebuilding a frozen release.
- Only a pushed annotated
v*tag triggerspublish.yml. The tag binds the exact source commit, successful complete CI run/attempt, manifest SHA256 and local performance completion receipt. - Publication downloads that original tested wheel/sdist bundle. It does not rebuild files. All gates must pass before GitHub Release, followed by PyPI Trusted Publishing/OIDC. No long-lived PyPI token is used.
- Every release-matrix position downloads the published version from PyPI, checks the original SHA256, installs it in clean provider environments and exercises functionality.
- The publisher identity is
AresJef/rsTimes,publish.yml, environmentpypi.
After a partial publication, retain the tag and original files. Verify remote hashes before resuming missing uploads. Never move a published tag, overwrite assets, mix incomplete CI attempts or rebuild substitutes for an existing version.
Documentation and license
- Delta API, Delta guide
- Parser guide, object parsing
- Pydt guide, Pddt and epoch parsing
- Pldt guide, NoGIL, type checking
- Errors, release notes
Wheels include public stubs and py.typed, with annotations, docstrings and
examples. rsTimes uses the MIT license; distributions include the
required third-party notices.
1 maintainer
Metadata
1 maintainer
Release files for rsTimes 0.2.0b3
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 | Actions |
|---|---|---|---|---|
| rstimes-0.2.0b3.tar.gz | 938.5 kB | With provenance | Details for rstimes-0.2.0b3.tar.gz |
Built distributions (wheels)
Total release size: 336.8 MB
Release files / rstimes-0.2.0b3.tar.gz
| Download URL | rstimes-0.2.0b3.tar.gz |
|---|---|
| Size | 938.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
94d1a08d2c65817e075906e12ca3cbefe55841397d775e7d251bbeb1f46bf3b4
|
|
BLAKE2b-256 checksum How to use checksums |
4b5955d2c5fbdcf43daa190d1ce91b885723cd1010a10e318f568a4a92974de2
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp315-cp315t-win_arm64.whl
| Download URL | rstimes-0.2.0b3-cp315-cp315t-win_arm64.whl |
|---|---|
| Size | 6.6 MB |
| Tags | CPython 3.15 CPython 3.15 free-threading Windows ARM64 |
|
SHA-256 checksum How to use checksums |
4ba1f8b93049c1471a7d7474514012b05307c4b1647b34a5e3cb1f5457a4c93d
|
|
BLAKE2b-256 checksum How to use checksums |
47a635711dc618820a50eba545978f0a4b1a4f57e720f3b62cfca4b9f7d143be
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp315-cp315t-win_amd64.whl
| Download URL | rstimes-0.2.0b3-cp315-cp315t-win_amd64.whl |
|---|---|
| Size | 7.3 MB |
| Tags | CPython 3.15 CPython 3.15 free-threading Windows x86-64 |
|
SHA-256 checksum How to use checksums |
e785b92cbfea3e12e583a0b75ca42976ef71f60927dd51e6cf530c88fd8fe857
|
|
BLAKE2b-256 checksum How to use checksums |
8c620f6c6eb0a45f8e143aaef9f7509d5184136e306c0b704d473bde1f55bdb5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp315-cp315t-musllinux_1_2_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp315-cp315t-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 7.4 MB |
| Tags | CPython 3.15 CPython 3.15 free-threading Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
108e121b421410b11bc39c7fc137c71931fedf1f00f60444b0e88f999986efd6
|
|
BLAKE2b-256 checksum How to use checksums |
f527fcd9f56a80539fffd926a43675b64c428a18c2c7fb892f878f0eb9560ba4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp315-cp315t-musllinux_1_2_aarch64.whl
| Download URL | rstimes-0.2.0b3-cp315-cp315t-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 6.9 MB |
| Tags | CPython 3.15 CPython 3.15 free-threading Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
f2acb26e700e569b3ddb7fb83d50888e0720d3b85627166048bd5ac0dc6d1686
|
|
BLAKE2b-256 checksum How to use checksums |
b58521019c4ee3a5cf9661ddc0fc1272c4c004a71d7f9c671fc48f87a1c4145f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp315-cp315t-manylinux_2_28_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp315-cp315t-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 7.2 MB |
| Tags | CPython 3.15 CPython 3.15 free-threading Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
1c1e3ba03f7d69d4c0ee32630b8094d206765bbbfef286fd97db140685927f7a
|
|
BLAKE2b-256 checksum How to use checksums |
4b83cf9f76fcf789746b44e9a0bc6c74692573655e8b95f6d3cd9b44d918cd6c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp315-cp315t-manylinux_2_28_aarch64.whl
| Download URL | rstimes-0.2.0b3-cp315-cp315t-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 6.8 MB |
| Tags | CPython 3.15 CPython 3.15 free-threading Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
dfe1aa0797134f35f328f7f368f0beb09b15f191a0ec8af64cf6d60f63cd43f3
|
|
BLAKE2b-256 checksum How to use checksums |
813bd2d05b3758230c1592ee90355179ad00eb70f3ada5f44a7c54953b05770c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp315-cp315t-macosx_14_0_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp315-cp315t-macosx_14_0_x86_64.whl |
|---|---|
| Size | 7.1 MB |
| Tags | CPython 3.15 CPython 3.15 free-threading macOS 14.0+ x86-64 |
|
SHA-256 checksum How to use checksums |
399163e7dee5b2360ecddd350b54740124877a2fef354a97d26798d3d4de6020
|
|
BLAKE2b-256 checksum How to use checksums |
158d25d6f11b97bc1996a4872ffd3803d4fd0c5a287d84981812e77d7f9b5f98
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp315-cp315t-macosx_11_0_arm64.whl
| Download URL | rstimes-0.2.0b3-cp315-cp315t-macosx_11_0_arm64.whl |
|---|---|
| Size | 6.5 MB |
| Tags | CPython 3.15 CPython 3.15 free-threading macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
817a41d00d193e72520aae4ce4c30b5fb36284c88984b5daf905cea7bb6ad79b
|
|
BLAKE2b-256 checksum How to use checksums |
2863c8406de0ac92fe6fc41bfde916e076dba440ffde72dbfaa435242e58791f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp315-cp315-win_arm64.whl
| Download URL | rstimes-0.2.0b3-cp315-cp315-win_arm64.whl |
|---|---|
| Size | 6.6 MB |
| Tags | CPython 3.15 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
00c2016cc32b345e28e6adbd7fdf8030ef1702774d4400e2e531d750a0b79c12
|
|
BLAKE2b-256 checksum How to use checksums |
d3291079f634b820217aa23cfcb1a97617a3e16a5f686c9676da175f9fc6bd07
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp315-cp315-win_amd64.whl
| Download URL | rstimes-0.2.0b3-cp315-cp315-win_amd64.whl |
|---|---|
| Size | 7.4 MB |
| Tags | CPython 3.15 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
8e55db069a2ab6b0764848368bfb2340f91ad6ec81059406d7a3c24fdd291009
|
|
BLAKE2b-256 checksum How to use checksums |
3f5ca015b9ad846b03ab5c131f7544afc7f14f60be4e878ef4bd995b5ccb275e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp315-cp315-musllinux_1_2_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp315-cp315-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 7.4 MB |
| Tags | CPython 3.15 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
9321eb2a921f8c7221323b46ea05b8a38e31d2165c5fc9b0eac0461083db813b
|
|
BLAKE2b-256 checksum How to use checksums |
437fdf8295a9d163f8f471fc052a65adfaffcb6f52edd71f1723ea1de284485c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp315-cp315-musllinux_1_2_aarch64.whl
| Download URL | rstimes-0.2.0b3-cp315-cp315-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 6.9 MB |
| Tags | CPython 3.15 Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
a5af700cd805e8b7d44dd14c16f22596ac0f4ec312720ec44a428b7e365b793e
|
|
BLAKE2b-256 checksum How to use checksums |
447e016f872368fe151900562c8d950304403d57e2a7fc29ffd04a55bd0c30c0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp315-cp315-manylinux_2_28_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp315-cp315-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 7.2 MB |
| Tags | CPython 3.15 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
33a91f627202c24e1d50bdd84a0ccccfa54292ce19625b940fbbb6246084735c
|
|
BLAKE2b-256 checksum How to use checksums |
08a5bdeab06753ee01d030d23ce02b52f475d3f08d92c5e1da388ed501715e3c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp315-cp315-manylinux_2_28_aarch64.whl
| Download URL | rstimes-0.2.0b3-cp315-cp315-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 6.9 MB |
| Tags | CPython 3.15 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
fae6b161f46d3511fc6d66991beb3b1417519923e2f9203585e8211bd9a0c39d
|
|
BLAKE2b-256 checksum How to use checksums |
e548853059576145cc0824271ce8177f9baf89f187af2d0eb0deceed51fba68a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp315-cp315-macosx_11_0_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp315-cp315-macosx_11_0_x86_64.whl |
|---|---|
| Size | 7.1 MB |
| Tags | CPython 3.15 macOS 11.0+ x86-64 |
|
SHA-256 checksum How to use checksums |
e2ce2a8d803857120e9adce16ac8dfafd83f0eafecaaa6b85734b5bf731e6fb0
|
|
BLAKE2b-256 checksum How to use checksums |
b3fff688ab620647f75e0bb320de5d5226cda531f76faa3923b48f49409187cc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp315-cp315-macosx_11_0_arm64.whl
| Download URL | rstimes-0.2.0b3-cp315-cp315-macosx_11_0_arm64.whl |
|---|---|
| Size | 6.5 MB |
| Tags | CPython 3.15 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
3633ba32de820a3c68edaf03dd7098d90e1bccc8b6e6b050c439da1b8842af9b
|
|
BLAKE2b-256 checksum How to use checksums |
3cb1f20528db09581bdb7dc83fb5a7f8cb30220275b68b62916ba15d772bddc8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp314-cp314t-win_arm64.whl
| Download URL | rstimes-0.2.0b3-cp314-cp314t-win_arm64.whl |
|---|---|
| Size | 6.6 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Windows ARM64 |
|
SHA-256 checksum How to use checksums |
18b4c6561226dea536565c1a3c2756c72610c87ae425f3459bc92da1ebd93470
|
|
BLAKE2b-256 checksum How to use checksums |
3d96e04528452b49d23258f20dd7d4a9111d4dd4e186e62773d299cbf8229f44
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp314-cp314t-win_amd64.whl
| Download URL | rstimes-0.2.0b3-cp314-cp314t-win_amd64.whl |
|---|---|
| Size | 7.3 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Windows x86-64 |
|
SHA-256 checksum How to use checksums |
36256c30d8ae4499ee608b65d5a70595469f89353fbb7a48eef1041666304811
|
|
BLAKE2b-256 checksum How to use checksums |
cfe1e90b09b37b756e060f3b7d23982d546895c59cfd48899acf2d4bf3efcf8a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp314-cp314t-musllinux_1_2_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp314-cp314t-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 7.4 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
94da8e1665bbf002701a4cb29e884a40190715d53e43eed52a1ab0d4a727d730
|
|
BLAKE2b-256 checksum How to use checksums |
5d897ad0413272e82b27c86369b77bbc02f8d7e654de69bdbe02466ded94096c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp314-cp314t-musllinux_1_2_aarch64.whl
| Download URL | rstimes-0.2.0b3-cp314-cp314t-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 6.9 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
11c7a9964e246e3fe5fae58642aba0bb693c57e1b7393087abdb68e1887168aa
|
|
BLAKE2b-256 checksum How to use checksums |
f6dea8e0fda40637cf22c0a8e65055663ffecd62f49b062a75533562e10ab10e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp314-cp314t-manylinux_2_28_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp314-cp314t-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 7.2 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
4c3219c53f5319fce5784dfa71bd6c53237c4da4b7b2eb26aa3ab60c147c5107
|
|
BLAKE2b-256 checksum How to use checksums |
c046af781163e5313f87a9d8914dd8e0c7f934da8144598cf9708f6da0d73e49
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp314-cp314t-manylinux_2_28_aarch64.whl
| Download URL | rstimes-0.2.0b3-cp314-cp314t-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 6.8 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
cabe3990f98f6144695ad4ff76563f5ab39532b5e88a8b576ad18a1591ae57e1
|
|
BLAKE2b-256 checksum How to use checksums |
6410a857189a00d59aef640c6d851c615a27599a9f3d28b2d6f73fa24d8747be
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp314-cp314t-macosx_14_0_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp314-cp314t-macosx_14_0_x86_64.whl |
|---|---|
| Size | 7.1 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading macOS 14.0+ x86-64 |
|
SHA-256 checksum How to use checksums |
f44a17a61d38b96f939be4fc5635690ee746c298a1ea6b0fb8bde5828e7785ec
|
|
BLAKE2b-256 checksum How to use checksums |
c19923bd9fcc159290384bcff68a3923c59c35b69b2637bd0f2632fbd8e525e5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp314-cp314t-macosx_11_0_arm64.whl
| Download URL | rstimes-0.2.0b3-cp314-cp314t-macosx_11_0_arm64.whl |
|---|---|
| Size | 6.5 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
22645ffd77229c9322da56256fbf1b6390eadbb5ac1b61727dca130ea9eddbf7
|
|
BLAKE2b-256 checksum How to use checksums |
5bd44c17349f38557b43a0f82a2213b7a1a92eb4f65ba5a368e2a52c53e82456
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp314-cp314-win_arm64.whl
| Download URL | rstimes-0.2.0b3-cp314-cp314-win_arm64.whl |
|---|---|
| Size | 6.6 MB |
| Tags | CPython 3.14 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
1d97fac0ff3932a3a7bda28d9d93306f7071d55e7c618080b4f0eb11cccb239b
|
|
BLAKE2b-256 checksum How to use checksums |
8370daa2b147dbefbca359579e7789bb20a8d9a07481943d9194bdbffc5c06a5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp314-cp314-win_amd64.whl
| Download URL | rstimes-0.2.0b3-cp314-cp314-win_amd64.whl |
|---|---|
| Size | 7.4 MB |
| Tags | CPython 3.14 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
3b9fe4d15c550370b766d1febb16e97d6287c3d2fca6e2db19adce8512c6da8a
|
|
BLAKE2b-256 checksum How to use checksums |
164c37acb5de1e024249d4d56cb54828c063d1ccaed916a3fd46a040c706bf8a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp314-cp314-musllinux_1_2_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp314-cp314-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 7.4 MB |
| Tags | CPython 3.14 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
662897593b4c0b1ca1f6627744d26820f4dcac139eb10bf5bb6d6e3f793b34f3
|
|
BLAKE2b-256 checksum How to use checksums |
d659572945b1ca495fd0e53281e7ef26b0e33e5da834ea6ae449c325c1158113
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp314-cp314-musllinux_1_2_aarch64.whl
| Download URL | rstimes-0.2.0b3-cp314-cp314-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 6.9 MB |
| Tags | CPython 3.14 Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
a90fd27ca5976b90bfd93314e445d2cc79063cfe3f4c98e5ce1edfba8d336099
|
|
BLAKE2b-256 checksum How to use checksums |
a091f0eda0774a2be3e17dec07bb795f746372b412cb5d1a03e47f69827666f7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp314-cp314-manylinux_2_28_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp314-cp314-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 7.2 MB |
| Tags | CPython 3.14 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
7157fe9f50e24d07372b02c89786c1c98cc341d8fdec766c15339bbe3e449aeb
|
|
BLAKE2b-256 checksum How to use checksums |
9bf7fe0a4ea5ae04ee1bcdc5433345a10c6b345c9c3cb2997b5188df00a16ac9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp314-cp314-manylinux_2_28_aarch64.whl
| Download URL | rstimes-0.2.0b3-cp314-cp314-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 6.8 MB |
| Tags | CPython 3.14 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
df21044d1d227e5cf42f33f921b5357b710e7dbdd7107973a1660bc7f6400ac5
|
|
BLAKE2b-256 checksum How to use checksums |
29ac857fe05b946bc8dae1557dedb1403e8f318062f6a8bb8c0f6c6ef9eab9f6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp314-cp314-macosx_11_0_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp314-cp314-macosx_11_0_x86_64.whl |
|---|---|
| Size | 7.1 MB |
| Tags | CPython 3.14 macOS 11.0+ x86-64 |
|
SHA-256 checksum How to use checksums |
7dabe21bb7de1540bb80158e17e0258665487540bcb2a3513c8bf72014f0a61b
|
|
BLAKE2b-256 checksum How to use checksums |
671034be9f629d97513b8a7ce4fa1203aaf4f78e15ff270456be482a0bc4251a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | rstimes-0.2.0b3-cp314-cp314-macosx_11_0_arm64.whl |
|---|---|
| Size | 6.5 MB |
| Tags | CPython 3.14 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
2b0a5aace6251178f1f4546d2c84f9ed2d9046f6cb23be92130e67369119139e
|
|
BLAKE2b-256 checksum How to use checksums |
68df223ad8b606a71ab7f3c16508d40fd998cf8947e4218e6455583068e5f06e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp313-cp313-win_arm64.whl
| Download URL | rstimes-0.2.0b3-cp313-cp313-win_arm64.whl |
|---|---|
| Size | 6.6 MB |
| Tags | CPython 3.13 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
315a922a905aad9479006286415f7f2711d844012a8f3d932df1968afb3167a9
|
|
BLAKE2b-256 checksum How to use checksums |
d678a5373608615939ae0d593dc28386f05ee6312a17d537e25f4ebd04df0006
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp313-cp313-win_amd64.whl
| Download URL | rstimes-0.2.0b3-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 7.4 MB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
6856dc4c2a9888ff95736ea5d1128552c6d8f3a6e658fbae91b61300f8222daa
|
|
BLAKE2b-256 checksum How to use checksums |
c657f2f590dc8bba3d41bc0a2976b39da4e26a0a5aa92b2268864454a8202a6b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp313-cp313-musllinux_1_2_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp313-cp313-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 7.4 MB |
| Tags | CPython 3.13 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
31468cb37f7ca05674a36b415dc5d9e57f610ffce27d48d953c48753d43af9bb
|
|
BLAKE2b-256 checksum How to use checksums |
0f61075f0236b0091f38fbde3f982fc9366b02b5ccd9a187e8c94518befb31ac
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp313-cp313-musllinux_1_2_aarch64.whl
| Download URL | rstimes-0.2.0b3-cp313-cp313-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 6.9 MB |
| Tags | CPython 3.13 Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
32741e648a2b2e55b8b86df554648c587fabe7c5b139094b19c69a7d044d373c
|
|
BLAKE2b-256 checksum How to use checksums |
dd1cbca900d7d7fd3580b3344fefe2f4732f2851aea6563dab11162c093044d8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp313-cp313-manylinux_2_28_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp313-cp313-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 7.2 MB |
| Tags | CPython 3.13 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
391ede73bb3322390a9fee591ab0856f6e31a6356e352cb120530d9abefbffb9
|
|
BLAKE2b-256 checksum How to use checksums |
9bf12bb99dc10d1d010fa53c0f383a4a0839a46f9139ba9bd0d57b07f188a402
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp313-cp313-manylinux_2_28_aarch64.whl
| Download URL | rstimes-0.2.0b3-cp313-cp313-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 6.8 MB |
| Tags | CPython 3.13 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
f5ccc463350d899bc0fa89d11eb8fd25912ff87f14aa25b7359c892307d6e662
|
|
BLAKE2b-256 checksum How to use checksums |
fef1b3e8dbbd8d684edcbb5af31e9995282287ce322580111ae0e86819a12dfc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp313-cp313-macosx_11_0_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp313-cp313-macosx_11_0_x86_64.whl |
|---|---|
| Size | 7.1 MB |
| Tags | CPython 3.13 macOS 11.0+ x86-64 |
|
SHA-256 checksum How to use checksums |
0aabc87a4ec5698d430080949c4c2a02003ad6416225ba6a810580e5b9b13c99
|
|
BLAKE2b-256 checksum How to use checksums |
bb85a4cdc56013001c20a70c914a5c5460b9e57558d497b6d8e758addfb321df
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | rstimes-0.2.0b3-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 6.5 MB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
59b7d661d7d0a5aceaa1e1c15587a8061df74d7c2ec90520a4b811d4053346a5
|
|
BLAKE2b-256 checksum How to use checksums |
11dd01b9df624d58ce4fc4cc2bc8cfcd6701ce0cf4ebb3a32bc792a8c957a0c1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp312-cp312-win_arm64.whl
| Download URL | rstimes-0.2.0b3-cp312-cp312-win_arm64.whl |
|---|---|
| Size | 6.6 MB |
| Tags | CPython 3.12 Windows ARM64 |
|
SHA-256 checksum How to use checksums |
45ec2edcd0c6a16516abcddce5c9219f760ae6a721b6c464e5440d06df81e9f5
|
|
BLAKE2b-256 checksum How to use checksums |
65b6923c44f7a7f1599293b156cfc0b6a39d44371ab82ed1197c4511ee5d907b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp312-cp312-win_amd64.whl
| Download URL | rstimes-0.2.0b3-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 7.4 MB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
50810d796df663aff980224392cf0c41ebcb8ae71a09368ac3129bf97878f8a2
|
|
BLAKE2b-256 checksum How to use checksums |
60ed7cb1bf25758218a3361bbd9399817550ab92099a07b6966555a5cc5f00c6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp312-cp312-musllinux_1_2_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp312-cp312-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 7.4 MB |
| Tags | CPython 3.12 Linux musl 1.2+ x86-64 |
|
SHA-256 checksum How to use checksums |
99bd18c20ae06f7d47034f5cd15b16cb91667350c97b8ef22d045301ef3a9b96
|
|
BLAKE2b-256 checksum How to use checksums |
ef1a8fc0618872e34656a98b68aac4c2a83ff4e55f8135462c3a8e5470e8ad52
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp312-cp312-musllinux_1_2_aarch64.whl
| Download URL | rstimes-0.2.0b3-cp312-cp312-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 6.9 MB |
| Tags | CPython 3.12 Linux musl 1.2+ ARM64 |
|
SHA-256 checksum How to use checksums |
82d8cf17b6c5e9bc66d2a1c123e6f63da08d2eb9a80ddd3840519effda1d1b59
|
|
BLAKE2b-256 checksum How to use checksums |
3246f2083f0678bdd7d5010c96eef0c9def5c4b51fd242fbb60707c828639440
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp312-cp312-manylinux_2_28_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp312-cp312-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 7.2 MB |
| Tags | CPython 3.12 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
4e8a68b8044f19eaac390fbcad171e3ae5d8816adf9e89e1857e1659016f8bcb
|
|
BLAKE2b-256 checksum How to use checksums |
a908b86784f15959bdb5ec0efc53af3e71a4dcc8f01b713e4918b8dcd4734ca7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp312-cp312-manylinux_2_28_aarch64.whl
| Download URL | rstimes-0.2.0b3-cp312-cp312-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 6.9 MB |
| Tags | CPython 3.12 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
ce63f384b07ccb7930959415b1f553a6f1fe9c025c5aef574831416b951b1961
|
|
BLAKE2b-256 checksum How to use checksums |
2968751fbb4d1087eb879a8632eee61cda61a7ac337a1d79af43aa20c8e3ff17
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp312-cp312-macosx_11_0_x86_64.whl
| Download URL | rstimes-0.2.0b3-cp312-cp312-macosx_11_0_x86_64.whl |
|---|---|
| Size | 7.1 MB |
| Tags | CPython 3.12 macOS 11.0+ x86-64 |
|
SHA-256 checksum How to use checksums |
5e6c9f43803fec65a97cffbce652e9f2e20b3a43960ace255d6009734c85aa75
|
|
BLAKE2b-256 checksum How to use checksums |
e9d6eee47c18b1df3c869e9c4e1f12c40f04384384dce99697222c1c255f8e3f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logRelease files / rstimes-0.2.0b3-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | rstimes-0.2.0b3-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 6.5 MB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
3353cd7b7c6ee3bd6202dfb45471e8f0130ee835125943b66f0dfd2c79e6fe33
|
|
BLAKE2b-256 checksum How to use checksums |
e6831c5016c500e82e92baaec03961fd8735eca065efb50b0167a0a3e6ed1cc9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
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 Nov 5, 2026.
Transparency logSecurity for rsTimes 0.2.0b3
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 49 files in this release have been uploaded with provenance metadata.
Attestation for rstimes-0.2.0b3.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 Nov 5, 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.
