Super fast logging for python
Project description
Rusty Logger
Simple, opinionated and blazingly fast python logging. Rusty-Logger
is a thin python wrapper for Rust's
tracing
library that provides a mostly drop-in replacement for pythons
default logging.
Table of contents
- Supported configuration
- Constraints
- Additional metadata
- Code examples
- Additional examples
- Performance
- Contributing
Supported Configuration
Arg | Description | Default |
---|---|---|
stdout |
Log to stdout | True |
stderr |
Log to stderr | False |
level |
Level to log | INFO |
app_env |
Application environment (APP_ENV env var) | development |
lock_guard |
Whether to lock logger to current context | False |
time_format |
Custom time format for logger | [year]-[month]-[day]T[hour repr:24]:[minute]:[second]::[subsecond digits:4] |
json_config |
JsonConig |
None |
json_config.flatten |
Whether to flatten any passed fields | True |
file_config |
LogFileConfig |
None |
file_config.filename |
Filename for log | log/logs.log |
file_config.rotate |
File rotation specification. daily , hourly , minutely or never |
never |
Constraints
Time is currently limited to UTC; however, you can customize time format to your liking using the time_format
arg. Please refer to (time docs)[https://time-rs.github.io/book/api/format-description.html] for formatting guidelines. In addition, because Rusty-Logger
calls Rust
directly, it's not currently possible to pull the specific line number where logging takes place unless python is directly used (if you're even interested in this feature :smile:). If you'd like to see this feature implemented, and you want to contribute, please refer to the contributing guide.
In addition, Rusty-Logger
is a mostly drop-in replacement, meaning that in many workflows it'll work out of the box with no code change needed. However, in cases of lazy
logging through additional args
, args
are expected to already be formatted as a str
and will not be formatted by Rusty-Logger
as the rust
logic expects a Vec<&str>
for args. For example, the following will not work:
# This will fail
logger.info("Number: %s", 10)
# This will not fail
logger.info("Number: %s", str(10))
Additional Metadata
You may also pass additional metadata along with any logging messages via the LogMetadata
class, which takes a Dict[str, str]
as an argument.
Show Me The Code!
Basic Usage
from rusty_logger import Logger
logger = Logger.get_logger(__file__)
logger.info("his palms are sweaty")
output
2023-09-15T20:16:31.985449Z INFO his palms are sweaty app_env="development" name="your_file.py"
JSON
from rusty_logger import Logger, LogConfig, JsonConfig
logger = Logger.get_logger(__file__, LogConfig(json_config=JsonConfig()))
logger.info("knees weak")
output
{"timestamp":"2023-09-15T20:19:52.182299Z","level":"INFO","message":"knees weak","app_env":"development","name":"your_file.py"}
Log to file
from rusty_logger import Logger, LogConfig, JsonConfig, LogLevel, LogFileConfig
logger = Logger.get_logger(
name=__file__,
config=LogConfig(
stdout=False,
level=LogLevel.WARN,
json_config=JsonConfig(),
file_config=LogFileConfig(filename="logs/test.log"),
),
)
logger.warning("arms are heavy")
output from log/test.log
{"timestamp":"2023-09-15T20:23:37.461645Z","level":"WARN","message":"arms are heavy","app_env":"development","name":"your_file.py"}
Adding some metadata
from rusty_logger import Logger, LogConfig, JsonConfig, LogMetadata
logger = Logger.get_logger(__file__, LogConfig(json_config=JsonConfig()))
metadata = LogMetadata(data={"there's": "vomit"})
logger.info("on his sweater already", metadata=metadata)
output
{"timestamp":"2023-09-15T20:27:29.013887Z","level":"INFO","message":"on his sweater already","app_env":"development","name":"your_file.py","info":"{\"there's\": \"vomit\"}"}
Record multiple places at once
from rusty_logger import Logger, LogConfig, JsonConfig, LogMetadata, LogLevel, LogFileConfig
logger = Logger.get_logger(
__file__,
LogConfig(
stdout=True,
level=LogLevel.ERROR,
json_config=JsonConfig(),
file_config=LogFileConfig(filename="logs/test.log")
),
)
logger.error("MOM'S SPAGHETTI!")
output
{"timestamp":"2023-09-15T20:32:23.417027Z","level":"ERROR","message":"MOM'S SPAGHETTI!","app_env":"development","name":"your_file.py"}
Additional examples
For additional examples, please see the examples directory which contains timed example of vanilla logger vs Rusty-Logger
, python-json-logger
vs Rusty-Logger
as well as a multi-worker API example.
Performance
Why would we do this when python logging is fine? Because we wanted something faster :smile:. From our own benchmarks, Rusty-Logger
tends to be ~4x
faster than vanilla python logging. And while speed may not be mission critical for a few thousands logs, it can be for millions, which many companies deal with on a daily basis. Time is money and compute, and we want to save you both :moneybag: :computer:.
Contributing
While Rusty-Logger
is production ready out of the box, it is still in it's infancy and is ripe for additional contributions. If you'd like to contribute, please see the contributing guide.
Thank You!!! :heart: :heart: :heart:
Project details
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Hashes for rusty_logger-0.1.3-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0a3d5ebb0b76728e76fbd3ebd5089dd56d1d95a36930e636a288cdcee8ddcdc7 |
|
MD5 | b3e77bfbffcdc718f9b470794179eb6a |
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BLAKE2b-256 | aeff7043f72c9d00571372c0a70b437201d0b987d63365e38e75efe40dc50425 |
Hashes for rusty_logger-0.1.3-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5717a4234b058902af82d72138708dfca7a4546175a1d0eb0e39ccf992a81ccd |
|
MD5 | ce73895600615a285c0b15c27403a854 |
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BLAKE2b-256 | afcd8ce595fa1b4723db94465fcf8e69f247cc00ca7cc5c354323681fcb8280d |
Hashes for rusty_logger-0.1.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3fd6b9e99381239f59e49c29cecac113c3ad37ebeb3161e2f397f6eb4302ab04 |
|
MD5 | 907c09e419ab38b9b2101e87c5e427a4 |
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BLAKE2b-256 | 5e04c2ccd2b20d83588c9aceb9ecf6dd2fe2b2666915cb7766b9650a4960031e |
Hashes for rusty_logger-0.1.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e3c0229b433fed9054f67c098c151984a50b274e61ca02c9ed13ce4bfae5a492 |
|
MD5 | 0cb7b02b6c7ced2aa7d2fde493453d76 |
|
BLAKE2b-256 | 4d51308e8796ab6956fe4e65dcf2e68a91d74187747c26cf17a30d8a2d4fa1a8 |
Hashes for rusty_logger-0.1.3-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 554815a5999a9906e589e16acb759c68a6f4f885566d834da74868d7f629e1fc |
|
MD5 | 966a0d69e1028f1bfbb8a998f863fa3a |
|
BLAKE2b-256 | 14607790443fcc688b5d47d81e79ab323430a5adc94789717a0e672604e9ba1e |
Hashes for rusty_logger-0.1.3-cp311-cp311-macosx_10_7_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6ef9e7bf4dd643a8b04f875196723d6c3a5582fb04cc463b14e7a9280c96813d |
|
MD5 | 17d2a446b88df25491ca992bbe2b02c4 |
|
BLAKE2b-256 | 04927ddeb14dec5a50e44af748ad5cf17edda54a7748960a6880c4ba25d57af7 |
Hashes for rusty_logger-0.1.3-cp310-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d0e5454591648edde260d5c6d03cf53c46d914305dbab484cad6e55d4e215bd5 |
|
MD5 | 999af0945e2a2ae31ff2fbfe939d8e67 |
|
BLAKE2b-256 | ae0b4ddc3508c87f619bd872358afc2c191f6901ef4fad5ef2558eb71a9d393d |
Hashes for rusty_logger-0.1.3-cp310-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9a31053c186928682fd88f1a425ebf9dabc0b437007424e7eef09468a37880d0 |
|
MD5 | fa2f88779f2a7158639d8be9e230357d |
|
BLAKE2b-256 | e0b7fa9dc9a3776fff5292e5d5cb71538c985448f5cda21ce81b6508b5023acf |
Hashes for rusty_logger-0.1.3-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8d161610e8f913db314ed41829bfa4f81dbc900f933bdb03909f89f3a13e015d |
|
MD5 | e08d90b675c47f8fd3b2c74d4d7cccb4 |
|
BLAKE2b-256 | f3816023ab28354d1a01fa109b89232494eeccbbbbcb13a1dd1be4ab446634a3 |
Hashes for rusty_logger-0.1.3-cp310-cp310-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6500e172b520f348fe8ca8e1ee2f049a1133e2ff38bc2146fc7a1fb4f9242103 |
|
MD5 | a4aac39ef7d15752f3228a7478bdb13e |
|
BLAKE2b-256 | aa587038cf757d19cc564b3ced8e142b097b25176afedfafc388efadc11f8f99 |
Hashes for rusty_logger-0.1.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ef809efa8a461685e5fef6ffe7c2a31f16d08502bf871e333860743559de38ba |
|
MD5 | aefc58943b827d99c82d7dfd009fb26e |
|
BLAKE2b-256 | c2cf27f95f3ef2ee6510d6e9bb06ac9ad9cdbbdfd5f5af3a3b834a7cac3725cd |
Hashes for rusty_logger-0.1.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4e21217e9eead6c0fa45af0082e6f8ac799c27c6101534044f8c9490b80501b3 |
|
MD5 | 324fade1fbbd0470f60d1986e6ba205c |
|
BLAKE2b-256 | d09d5fdc2b71c2deff13feea623f04bf6237bb77c6f4a0d4e72af58965625e64 |
Hashes for rusty_logger-0.1.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0ef6d2c8c868f54a88503e7fdff9a90279681b5d69fc96b196c627accaea1b57 |
|
MD5 | 133854659b1ebe35ef4473d7c8eb7844 |
|
BLAKE2b-256 | d74f73fe21c0a48660a042959efd7bec741592931bed757e519b14b15d444fa3 |
Hashes for rusty_logger-0.1.3-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 30bf9f80c84066c41e520e86b1bc84780901b49f42c13a8ce66aef8748d3fd8b |
|
MD5 | d7dfef161482c758a4de950c67f8cfea |
|
BLAKE2b-256 | 9176442c4e7e9b0967f684882c0b92b9985108cc94515051e563cf015e4db348 |
Hashes for rusty_logger-0.1.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 92f6d1af3f7efe59d2a264b7688616c48daffa0f46da4eb257ee13146be8f039 |
|
MD5 | 9d0d0dbf369ca20ef21f5cc7a934dd9a |
|
BLAKE2b-256 | 5ecca7f92a57c272b804512b3ae01737cd0ac9ca0ced823074d5c3f6b79e0096 |
Hashes for rusty_logger-0.1.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5763d077413a747be908f383dc5e22c32abb90e19333dbd7718d95bb93589c61 |
|
MD5 | 3b787929d6365d154409faaae91ef6d7 |
|
BLAKE2b-256 | b9501660c3172497c71c8c8a8331457de0baa26e973ae739e0237b1930995805 |
Hashes for rusty_logger-0.1.3-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 31810e7f7a72f9430ae59592ed65f61c2dcb6347cde85218e701d0121731560b |
|
MD5 | 3aee5132ed818bd240b7dc77bcb4faed |
|
BLAKE2b-256 | 2cc4bc219d487369b45dad3d0c72c9eb8754fd33f46ce2a67c451036a1178279 |
Hashes for rusty_logger-0.1.3-cp310-cp310-macosx_10_7_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a0875a9f4c18526596c97b6fdfc52aca98a13171c813891aa5112c1958403439 |
|
MD5 | 97f9969d987f0dd05937417845a21fe0 |
|
BLAKE2b-256 | e20649cc074a5381f051f4490ce0695c3aaa13de6d7a053f6cf0b5f03dbad2c9 |
Hashes for rusty_logger-0.1.3-cp39-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a076fa812605dcd6c5d55f858e081b2a95c4e050c265b76547a57d517a320866 |
|
MD5 | a65ae7d9f3b2f57d7d287655874bf565 |
|
BLAKE2b-256 | c5db7965bc7d1a815fc5e70e95c41c361226f90aa3861f12d06179f920601727 |
Hashes for rusty_logger-0.1.3-cp39-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0865353858e52da3e99655bcbe3042d68eadb5c7df2c840c8ec61a4db5d1d2bf |
|
MD5 | 2c1f668d83a4ffe8a12b737a40f6fd4e |
|
BLAKE2b-256 | 233a7573c480f52f125a5cc00216d554882ce7671d544d15e49b0689d5dd2fcc |
Hashes for rusty_logger-0.1.3-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5e25598b8e7eea09bde37f33246e29b41900a27711347dcf0f9c12678b98ca78 |
|
MD5 | 5b09dd574cc5a8835b1f41b9f93efb42 |
|
BLAKE2b-256 | abd56ef42deb61009c596153022460801bae182fbdd57b1e74032891b9b40d6a |
Hashes for rusty_logger-0.1.3-cp39-cp39-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 558833df3605669e070b132ffd38e89db461f02d7f73ba61c39d9b5bc91b71da |
|
MD5 | 447601867a6e10b58aedf830668b6286 |
|
BLAKE2b-256 | 321d8b99653ad3119682d03522ca46a2289340260f7f4ce0ca34bda485eaee32 |
Hashes for rusty_logger-0.1.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0c2fde98f475fce2a5ba162b4e489101035b248e95252ffb183aad304fdc4b5d |
|
MD5 | b826696d01c083398fd776b70d72b161 |
|
BLAKE2b-256 | 0b4e93cae6494b2b920229dbeb2e5ff165f7ccf190f1386df299f7d1b08556ec |
Hashes for rusty_logger-0.1.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 58b66dbf42f9919c8c24134ebfba1f25f4a0d72c4353811ce3939209d7f6a54a |
|
MD5 | a3255d0954db6a3d987660fcd65ac2fd |
|
BLAKE2b-256 | 0f10c07a1b911027f9d041878e6f2479c11e3ea893f870f687a0eb03165e8359 |
Hashes for rusty_logger-0.1.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a956b5aa2fd1d959bd47116cfcd120d82abb4197975a704a85bfa98b180b0ed0 |
|
MD5 | 463bc6a52cb72b50b0e0e4df42e6320d |
|
BLAKE2b-256 | db3f18d6374d82b940eb9be0951d81cc19795764d8b95a42edd296e35bb0c7cb |
Hashes for rusty_logger-0.1.3-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8d91c12476f6dc5471f4b95955284f6ea921b6fc209c12eda425a9a5b9d9e163 |
|
MD5 | a1e3619823e7697e8bcc51e4eb2d8a20 |
|
BLAKE2b-256 | 7ef4bb84520d85595b453a9a966fb29ff13343369517f055f2f6c2e412001313 |
Hashes for rusty_logger-0.1.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 508ad8179978b62274b0ad5f6736f04a4320fb2fd84ca5809a3159113ee1e590 |
|
MD5 | e7d7b9739c6fed1fb95353649bfce752 |
|
BLAKE2b-256 | 667ed3fb39abaa580b31416b540ea90e0ac8844211438708a1a71eb05560e104 |
Hashes for rusty_logger-0.1.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3ba8ed0f28cfdfb2b385067d3b06de6000b27bdb1f2c4a039b82a77cd5496f15 |
|
MD5 | 1c26d1e1b29ecc63d7951a2d32ec66d7 |
|
BLAKE2b-256 | d811a577b24fdeeed77d59114fca0fbc6b3e03d678289e58bf652a712c30b6f8 |
Hashes for rusty_logger-0.1.3-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d3cbafa41f0f832e1b235b30182981aa20056fb17e7ea83baf512957bffc7573 |
|
MD5 | 6d2115474c7a20acc7dda0e6f41848d9 |
|
BLAKE2b-256 | 6f7d58a37a2953eae96ee5cf062ddef7bf3552a6d90da2871ffe8bdce6a47ebb |
Hashes for rusty_logger-0.1.3-cp39-cp39-macosx_10_7_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 570ae63e5f950e61ab36163fae1382f748a3d042d2441337913d2080b4d94ea9 |
|
MD5 | 5f4fef251403aba56a8b70ff94b1dd75 |
|
BLAKE2b-256 | ba07ff688f94a2008f81cb3f8afbb0f61a94103f3466061799b43d44fdb834bf |
Hashes for rusty_logger-0.1.3-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fce161f79f33c237dc0a2181db63987c17a5f6d600fa12fe78427233dce31732 |
|
MD5 | 766af961bde3899eafa9e422022de862 |
|
BLAKE2b-256 | 0c14e39b12ada34e2e309c7798ddcc4bef9e1b4458cda02bfcbb9720509670a1 |
Hashes for rusty_logger-0.1.3-cp38-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fb58ab8f66de5bb3149aa2e0abc5afef42081ab2398a01c2390a0f58eb24fe2c |
|
MD5 | 43d385981c992f92a8bf929eff177b6e |
|
BLAKE2b-256 | 8bc63853dc68f68594656c10c9add2c3eb9d7c17e9f0b61775951e6eda3bcad8 |
Hashes for rusty_logger-0.1.3-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c634325e29979307a27a604d89d4b3e7cdf9ef50666930238f193643137d1fba |
|
MD5 | 9b32132f936872b1e43decbcac25cd75 |
|
BLAKE2b-256 | 78edd8f910dbb479c9e007b88426a7ce416a17c3e1ea0a9660fd3a9c8fc473b0 |
Hashes for rusty_logger-0.1.3-cp38-cp38-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 81c0a037b3fce199aaf6da9540f810a89000c2a09a71fc582cdefccd1d3ef684 |
|
MD5 | 1bd78ab4a5f930d8b860dff73c428a41 |
|
BLAKE2b-256 | b4727a663d169bef2807ed9cdad3132a7e91573a744de8b0c4896fae9cf29fb8 |
Hashes for rusty_logger-0.1.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | be6bdc665f4bcd153058520d75abca2fb09298a1dd048489b76eddf55f7ae42c |
|
MD5 | 59a01c78690445f31f9e2513613db524 |
|
BLAKE2b-256 | 650c142dfec560569bcc260085969eaef51749f465ca27511dc2c23b32d29523 |
Hashes for rusty_logger-0.1.3-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6b68d03e32ac8877370fb0faec4862bb26f8d5d5c472dcd116331f5472a9e89c |
|
MD5 | b5cf8954e71c888634c5110dc5e6bf2a |
|
BLAKE2b-256 | dbd6f4da2cca1e3080828739470a87017b648796d92b92f3a421cc56272ee358 |
Hashes for rusty_logger-0.1.3-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a11efca6f978ac15efd4df8304375f66b5801fab05d9d225df23428fa5e56291 |
|
MD5 | 67a5bad02a7d063f6285cdc2cef58e28 |
|
BLAKE2b-256 | 8eee8b2ba57176511c5185323c9380638109904e96918ae1b4add98eec7e9421 |
Hashes for rusty_logger-0.1.3-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d16695ee7293b916d91bf866525a41e1c824c2957d9538f094fc75f23a8f8d43 |
|
MD5 | da9aa7c3ac5293684c253ac23bf62e6b |
|
BLAKE2b-256 | 9da2b966c87160bf857c096d652ef0724fef02b53d8b82c9c633def90aee60fb |
Hashes for rusty_logger-0.1.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dc3e77ba1e5026fd53b3a015341eea897f7337ae2b4712f5e16609c60b5730ec |
|
MD5 | 7f01b5d4e44fd998003a9962adf273e0 |
|
BLAKE2b-256 | 2adf1b3c779404fa44cb8470b2b2ddddbff957353b3e51218248ea8e3c46b8cd |
Hashes for rusty_logger-0.1.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a9459d7ea4cfa7f80dce4f9a5a236fbbda5c128685e381dfc85872b8ac29313a |
|
MD5 | 82df573675805135be7d93bb22abefb1 |
|
BLAKE2b-256 | 55a4a1f64f91005db424f8d5965645bf1b3aacee4e4f70ccf46590e94b2695b7 |
Hashes for rusty_logger-0.1.3-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 636b47d39d122e6dcb20460018919781553995735ff817ecfe82f0c20f32ae22 |
|
MD5 | 7be11daa916b69fa9320e5a6b606193e |
|
BLAKE2b-256 | a5670f52008232fbca06aab1f4de0f798ba47167caa3358bdb0144a43b13aeda |
Hashes for rusty_logger-0.1.3-cp38-cp38-macosx_10_7_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b89d0e39223bb47cfc7221abb686c2d5e14c9966ce0e4adf0079314aabc459e6 |
|
MD5 | 74ec50d79a3547a16abc4e5a2081e17a |
|
BLAKE2b-256 | 5b72dc8506d5193202d6771c37ea08e3c852f74218d473fa5bb7fb6bd007b364 |