TokenGeeX is an efficient tokenizer for code based on UnigramLM and TokenMonster.
Project description
TokenGeeX - Efficient Tokenizer for CodeGeeX
This repository holds the code for the TokenGeeX Rust crate and Python package. TokenGeeX is a tokenizer for CodeGeeX aimed at code and Chinese. It is based on UnigramLM (Taku Kudo 2018) and TokenMonster.
Python
You can install the PyPI TokenGeeX package through pip.
pip install tokengeex
Example usage:
import tokengeex
tokenizer = tokengeex.load("code-32k-strict.json")
# Vocab
print(tokenizer.vocab_size()) # 32768
print(tokenizer.token_to_id("token")) # 13513
print(tokenizer.id_to_token(13513)) # "token"
# Encode
ids = tokenizer.encode("def main(): print(\"Hello world!\")")
print(ids) # [68, 437, 12747, 58, 14653, 2807, 1735, 10120]
# Decode
print(tokenizer.decode(ids)) # "def main(): print(\"Hello world!\")"
# Byte fallbacks
print([tokenizer.id_to_token(id) for id in tokenizer.encode("电脑")]) # ["电", "<0xe8>", "<0x84>", "<0x91>"]
Rust
You can install the Rust library crate through cargo.
cargo add tokengeex
Example usage:
fn main() {
let tokenizer = tokengeex::load("code-32k-strict.json").unwrap();
// Vocab
println!("{}", tokenizer.vocab_size()); // 32768
println!("{}", .token_to_id("token").unwrap()) // 13513
println!("{:?}", .id_to_token(13513).unwrap()) // "token"
// Encode
let ids = tokenizer.encode("def main(): print(\"Hello world!\")");
println!("{:?}", ids); // [68, 437, 12747, 58, 14653, 2807, 1735, 10120]
// Decode
println!("{:?}", tokenizer.decode(ids)); // "def main(): print(\"Hello world!\")"
// Byte fallbacks
println!("{:?}", tokenizer.encode("电脑").map(|id| tokenizer.id_to_token(id))); // ["电", "<0xe8>", "<0x84>", "<0x91>"]
}
CLI
You can install the Rust binary crate through cargo.
cargo install tokengeex --features cli
Here's a sample command to train a strict 1k vocabulary on 250MB of data.
RUST_LOG=info TOKENGEEX_PARALLELISM=true tokengeex train --model 'unigram' \
--input 'data/train/code-250MB.bin' \
--output 'data/vocab/code-1k-strict.json' \
--special-token '<|CODE_PREFIX|>' \
--special-token '<|CODE_SUFFIX|>' \
--special-token '<|CODE_MIDDLE|>' \
--special-token '<|EOS|>' \
--vocab-size 1024 \
--shrinking-factor '0.7' \
--num-sub-iterations '2' \
--vg-max-token-length '8' \
--vg-max-words-per-token '2' \
--vg-initial-vocab-size '4096' \
--vg-insert-probability '0.01' \
--vg-cache 'data/cache/code-4k-250MB-strict.json' \
--vg-strict true
Here's a sample command to train a strict 4k vocabulary on 250MB of data.
RUST_LOG=info TOKENGEEX_PARALLELISM=true tokengeex train --model 'unigram' \
--input 'data/train/code-250MB.bin' \
--output 'data/vocab/code-4k-strict.json' \
--special-token '<|CODE_PREFIX|>' \
--special-token '<|CODE_SUFFIX|>' \
--special-token '<|CODE_MIDDLE|>' \
--special-token '<|EOS|>' \
--vocab-size 4096 \
--shrinking-factor '0.7' \
--num-sub-iterations '2' \
--suggested-tokens-file 'data/tokens/suggested.json' \
--added-tokens-file 'data/tokens/added.json' \
--vg-max-token-length '16' \
--vg-max-words-per-token '3' \
--vg-initial-vocab-size '100000' \
--vg-insert-probability '0.01' \
--vg-cache 'data/cache/code-100k-250MB-strict.json' \
--vg-strict true
Here's a sample command to train a strict 16k vocabulary on 250MB of data.
RUST_LOG=info TOKENGEEX_PARALLELISM=true tokengeex train --model 'unigram' \
--input 'data/train/code-250MB.bin' \
--output 'data/vocab/code-16k-strict.json' \
--special-token '<|CODE_PREFIX|>' \
--special-token '<|CODE_SUFFIX|>' \
--special-token '<|CODE_MIDDLE|>' \
--special-token '<|EOS|>' \
--vocab-size 16384 \
--shrinking-factor '0.7' \
--num-sub-iterations '2' \
--suggested-tokens-file 'data/tokens/suggested.json' \
--added-tokens-file 'data/tokens/added.json' \
--vg-max-token-length '24' \
--vg-max-words-per-token '3' \
--vg-initial-vocab-size '1000000' \
--vg-insert-probability '0.01' \
--vg-cache 'data/cache/code-1000k-250MB-strict.json' \
--vg-strict true
Here's a sample command to train a strict 32k vocabulary on 250MB of data.
RUST_LOG=info TOKENGEEX_PARALLELISM=true tokengeex train --model 'unigram' \
--input 'data/train/code-100MB.bin' \
--output 'data/vocab/code-32k-strict.json' \
--special-token '<|CODE_PREFIX|>' \
--special-token '<|CODE_SUFFIX|>' \
--special-token '<|CODE_MIDDLE|>' \
--special-token '<|EOS|>' \
--vocab-size 32768 \
--shrinking-factor '0.7' \
--num-sub-iterations '2' \
--suggested-tokens-file 'data/tokens/suggested.json' \
--added-tokens-file 'data/tokens/added.json' \
--vg-max-token-length '24' \
--vg-max-words-per-token '3' \
--vg-initial-vocab-size '1000000' \
--vg-insert-probability '0.01' \
--vg-cache 'data/cache/code-1000k-100MB-strict.json' \
--vg-strict true
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
Built Distributions
Hashes for tokengeex-0.5.0-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1a4282aab575b46882426b6a40761fefff708ad8accca3d32ed7c972bb3181d2 |
|
MD5 | 5e6e84853be10669b496eec39465b1da |
|
BLAKE2b-256 | 6fbbb7b8d52650d7ad297ad0bd50a875be15d91da6b7deb7ce13aadba006a334 |
Hashes for tokengeex-0.5.0-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cf89021c335e0979583916605fd62b60bf1d855e201522a3e4f035d0f4f1ed7a |
|
MD5 | dea57eba53017f2ea3ba47a94b98dbf1 |
|
BLAKE2b-256 | fb7ef053b5f2c654a6c0939721c8fbd701f8a2330cd9fbe369d2a546e44f4738 |
Hashes for tokengeex-0.5.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5be52b14b1ad65942780e6105ea9fa41f9faf60d5af9b8e15d037101297bf951 |
|
MD5 | e056ff8b0a620887c86c5f0244500dd0 |
|
BLAKE2b-256 | 29b924679a2e650997f3c7eada879ebb86f0e0dbd825f80b9163a9be3da77861 |
Hashes for tokengeex-0.5.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 69bdad9c9831123da78c8272d2f7322c34a0275157c846a7d22db6f770b0fdc7 |
|
MD5 | 105edb1dc8bdb81ae8796ad6bb0fc83c |
|
BLAKE2b-256 | 884959ed95a187764f8cf2e0ac29237e49891a94876a3053dc189e4be8a5f2c5 |
Hashes for tokengeex-0.5.0-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 789ec5ae8627ed93ff04668eb324f1a3f8a6a6e9cab855da0a2ca0e9a7889b87 |
|
MD5 | a10384a76f5cc4938f6f06b27cefa681 |
|
BLAKE2b-256 | 4211f25ccbeec13806cab58207db083dd0e728699dc6c25fac9c01aa0db460ad |
Hashes for tokengeex-0.5.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6dda546b0347d49bf36042fe01f8b6f503a807e6081a61b7b0f54a1cd71c8d71 |
|
MD5 | 3a859c7d7d822a426900223141f465a9 |
|
BLAKE2b-256 | be3d2f49d33a7905e9d2688ab088f3178fb9919545bb4dcd69f894d79c0e8c12 |
Hashes for tokengeex-0.5.0-pp310-pypy310_pp73-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 85f8447c6d0b516093b17d0bc8738b9ef0fda3e0e29fd10cd61b328cac6335d9 |
|
MD5 | 5d208bbbdbb4a0d70378a237bdfeff54 |
|
BLAKE2b-256 | 67988577b20a79d41e11169fd9b9980ae77acdeacdadcdbec248dae0b510fa48 |
Hashes for tokengeex-0.5.0-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a75e43dae08e924677e0f34ebf2facc7061d4abe0d82b2918e52c8fdb7fdd1bd |
|
MD5 | 03f5b8cbb1d750a6799b3d1b5584a858 |
|
BLAKE2b-256 | f74dd1a5c7d91c38c38547fccea514da94e3405f60be70e305a9229188bbda95 |
Hashes for tokengeex-0.5.0-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 79e28a6d03008951062972006f4a3b8d2da04ef90740ff6cb1952a3e0ef8d4ac |
|
MD5 | 96b28d972b87130eed9ecaa453c1e5c5 |
|
BLAKE2b-256 | 548614e7937ed0e0a1d9c4db2f85f06d25569c93a7a9855c546faa8ea640397a |
Hashes for tokengeex-0.5.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 130d6938f3e2b7bd40997f3dec3a52657cb6ad55754651a02c8b21aeb0d655fe |
|
MD5 | fe21ed975fd1cec71d572ce6903cea03 |
|
BLAKE2b-256 | 37e8f3b15999cd978a204115ac0fa9f7c626b54ae61a95cc0b7136e2125f6cae |
Hashes for tokengeex-0.5.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 50a55debbfe89861342f1e4b0adfeb42444043c1c28de7e669093c27a31c8826 |
|
MD5 | df779f7e379cce8a549968d88d9da0a0 |
|
BLAKE2b-256 | 69cc4fa5f36187ec0c40e79f331eafee79f0111f07aa5382c7a36f5e82aaac8f |
Hashes for tokengeex-0.5.0-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fd5be78901cc3b58dd29907b7eb19e35e3a043b5ce3b0d3f3eb5022c8a12b970 |
|
MD5 | 26136613b9a0e7af4200a0c0912055fa |
|
BLAKE2b-256 | c0e2e6ee9feaff1f1f7e5f450e92b4b0448e5f333e401c039a6baabc46ea1994 |
Hashes for tokengeex-0.5.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0a6caad845c8045f425e3cfcd9c4318d90d929997e173045f448110cdc253013 |
|
MD5 | 2cf3b83c373527b45451dc4e58de8b54 |
|
BLAKE2b-256 | d450b97c66d94cf2028bf0571ce978b1a02ccefd42e8a9325926e371b031dcf9 |
Hashes for tokengeex-0.5.0-pp39-pypy39_pp73-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 47545f0999886f2635487af696bcb35999075f83821b5ffa776249ebdf469b23 |
|
MD5 | 5038e1380aec6c2181b1bf0f06c50175 |
|
BLAKE2b-256 | 5d00a29a3d13da3248fd38491aff7f96ac77955dc4c4f9caf72053d4fa4f9cb3 |
Hashes for tokengeex-0.5.0-pp38-pypy38_pp73-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 55bb7b772f70be0ce6745825d41989f589434541cfc11b789630833b88dce7d4 |
|
MD5 | f0aaa252b5624cfc570a261ac1e7cddc |
|
BLAKE2b-256 | 145273bd1b0fc5c41bee0eedab400fc46466958643c9cd51ad95030bce3cb1de |
Hashes for tokengeex-0.5.0-pp38-pypy38_pp73-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 676c3e4f2cf631f4c546ba0e76195e3b410a6e05b6e866f0cf4a2935a1c1919f |
|
MD5 | faf460b19db1d616919abfae191d821d |
|
BLAKE2b-256 | 78ee0c840b3a3184afa0676391e74f614c553167a5e6821d292d4e82838d3c1c |
Hashes for tokengeex-0.5.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f8194512fda94a99e62db11e6e99f1753696e5cd564d6fe87b906b989fb155c5 |
|
MD5 | 260997c6a0339836cf1d716b7d8738a0 |
|
BLAKE2b-256 | 82390df86a9c8ed562a19ed6aad9525445751edb61374d239be30d764141e66f |
Hashes for tokengeex-0.5.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 153a5b692055b0b83a25fddce1ed3f130e3c7e82145cbc93f4d6298538da7f9f |
|
MD5 | 1e8de0c344a8b9b249ce03c5cd501399 |
|
BLAKE2b-256 | becd503614004970ce3cfda8cd332ff83a305eb138fcd7228a93ea570ad87607 |
Hashes for tokengeex-0.5.0-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 378973d34b3c5f686749aefba197821c0516a51c797fe1e1d56808190dc1aaca |
|
MD5 | 3d506b0e92aaf7bac236be68d0b678c9 |
|
BLAKE2b-256 | 1ce6e707426e9175a6ceee0df31ce20db68236e1744c31409856d1a44294e6fb |
Hashes for tokengeex-0.5.0-pp38-pypy38_pp73-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c0a90be483bde8c4ef9cc945cbd5eec9fd8706c910049576f032ac7f4cc91afe |
|
MD5 | a951c3b9957340c923c7a78b01fb9d5e |
|
BLAKE2b-256 | 1a32c3c38d5374f9e1a403a0400b7dc9c9ca818b4cf43d34758c557796ddce9d |
Hashes for tokengeex-0.5.0-pp38-pypy38_pp73-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b446aca5952d3b472f0b599f56109c5a2abaa683b8945d376bbb556cb1f83cba |
|
MD5 | 07f897a04145e50a1bf2d311cfdb8330 |
|
BLAKE2b-256 | e45f0aacc23f03441e5778cb1fcbb24023d5ce7f46c3cfae4cb57eaae14fd3c0 |
Hashes for tokengeex-0.5.0-pp37-pypy37_pp73-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a7672e80b9fdb52ea4a4687392cb8a1b1cff560ad2c2b87243b58bd4c05978b2 |
|
MD5 | 8455bc2fa7e4655ef18d1600639b8fe4 |
|
BLAKE2b-256 | e290449bb4b5f84d88b2f07c6a4e93df33e867c9bd8d9120bf0114403bb554f3 |
Hashes for tokengeex-0.5.0-pp37-pypy37_pp73-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 00ec9a68fdcd784fec96de47e76e14d0a215b6730fdd00a41c030dba31fb05bc |
|
MD5 | af4edc43f9f1ebd3a2eb728bac66fd45 |
|
BLAKE2b-256 | 308eb66e8e7a804c23a9e4e74cdbea1e1994ab59c576c97de121641089e5029b |
Hashes for tokengeex-0.5.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 06dfd77361c661f7f048abd5f09948974cb2e86ea1b37feeb0a4080618fcfb53 |
|
MD5 | 9eae71319f65d59d3a7a7d9bede14e82 |
|
BLAKE2b-256 | d1f24245f1ff404c2e64c46fbfe639e79af456daae55089adf3d67d938a2a3f1 |
Hashes for tokengeex-0.5.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ead75027ff8f6f3870ae2ae082abd78bf07b61d0a6c7bc8346d11f731808192a |
|
MD5 | 08d7912a5494c46edb704a92f634e5a6 |
|
BLAKE2b-256 | f273cb729426a4d818c444784fce0af1ceb342fde4c02867e33b3de39d0af716 |
Hashes for tokengeex-0.5.0-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9b11c8ec5ff5dc7bdc956753749b9c833afef16b2571fed3ff36d2dc13b6b6ba |
|
MD5 | 4886e427f2f99d725a8c7cbb9f4f25ff |
|
BLAKE2b-256 | 1651178b724f7ffbb9d6a59d1341600a018924616b8fb17282b5e484c53ffb10 |
Hashes for tokengeex-0.5.0-pp37-pypy37_pp73-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cd21e048fe3fe926087c942096cbc5dd485e58dae271be788dfedeaf56fc6e37 |
|
MD5 | 15c24cc216af72a21e1850afa86de1b5 |
|
BLAKE2b-256 | 342e1d468f3ab6cbbd913e4195144aa5e84831483cb32984d7f489ed1fc319f4 |
Hashes for tokengeex-0.5.0-cp313-cp313-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a4aedd57067557e98b1af12b8c72b0d202ab8c92e810ef56a57ba5313971d2e8 |
|
MD5 | 41d637e4c683a76afb15925043a24c0e |
|
BLAKE2b-256 | a79e839c66a6d16a88e4994435e23d55a7ff793b13b0643ef5bfe50207048afe |
Hashes for tokengeex-0.5.0-cp313-cp313-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bb96c0db1cb994b7aacc50563b41e331d976ab4f2ddc96bc3d88f2d79d3a05fd |
|
MD5 | 70d365028076bd5ed6f35f11c4204425 |
|
BLAKE2b-256 | fabaeac928c6fc51f39287e755b0e468aae27889cc3203c0052275aa455eb8e1 |
Hashes for tokengeex-0.5.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b616ce9f49b1cd90ff63cf42a89922fb56f70118b73b4c53473a56d82f19d823 |
|
MD5 | 494633dd7ed7e0cd44d619b344887e56 |
|
BLAKE2b-256 | cb53067632a205e7aab4de196989e7d46021700e79a9a8ccd5880ab79a680070 |
Hashes for tokengeex-0.5.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2df2c48b77b6be5b1c9bbc3336a4c3cdd0f3bcc95250cb01eddc32272d5e26e7 |
|
MD5 | 8ace1a3b0a922a0da6b0b2e743d77047 |
|
BLAKE2b-256 | 64a2f1fa15ccb3a4b4a5b31e7dbe0342b0907a7571607c13cea541ddbdd16676 |
Hashes for tokengeex-0.5.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 91c86c5459def6482390c3573c8c7bc8e21a17305abf8c96b90a497228202e47 |
|
MD5 | 45ed7f5355f664dd317e92da2b0b76e3 |
|
BLAKE2b-256 | c238b8bdbe31f13a9857e7bc5c64b1bad9f6172209d6eb6e0f75764c4a94d2cc |
Hashes for tokengeex-0.5.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d5724fe46183ab8f5d14267214552eb61957fefcc665602a8178da0f5d782aa4 |
|
MD5 | b428ca14cfaaaa8b2536003a520b8e8f |
|
BLAKE2b-256 | 42be5e21476a84b8bb620058a30a5dea4098b35f7b291b047f3de148a3d790cb |
Hashes for tokengeex-0.5.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 55655702f6da1171135d3028f50056f267b43e50b519ff04ee8127572149fcb4 |
|
MD5 | 4b1831c2432fab0ba06072ad1ddf48bf |
|
BLAKE2b-256 | bd47b1156b7f6a84bdd18ab0352fb786e7d2b2184ed27e1d5f5869df7c5b5741 |
Hashes for tokengeex-0.5.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | add31b91b009ca93c614eaa66ea1d1ca321b0e071a77933c338477832495391d |
|
MD5 | b54b2c2c11b11aa2ea91f715f0532bbb |
|
BLAKE2b-256 | 1956f4009ae18d87678e8e3c4029f56d9c39609a9ff97c846d0f01d3ceb98be0 |
Hashes for tokengeex-0.5.0-cp313-cp313-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 396e6e28ae4c01104ee486fa784c9630283dcd763809c8cf32acffca03cd02bd |
|
MD5 | 1746f87c800a695dad495b1badba7b1b |
|
BLAKE2b-256 | 62f4099b034be9a7448b9ebce41d743bfd3b0a8e469374343ce897b265b42840 |
Hashes for tokengeex-0.5.0-cp313-cp313-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1408e6cb93f88798603d28abc92f12d17cf274d0b1a3778853e1a8dd2a9aad4e |
|
MD5 | ac8edd7d115bcfd42ad52c1f52e3834e |
|
BLAKE2b-256 | d9ec4dc80e7f58f8baf9b30adc1811cec2bebaa2ab537e2b3540e97fc616480c |
Hashes for tokengeex-0.5.0-cp312-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8122af9a3e1f92ab4984f3dddeb065dc974f33a8844520fd684f9ee2b626e5b4 |
|
MD5 | 36774f9ff76dfea0ab6863fe43c80357 |
|
BLAKE2b-256 | ec7eaad46542353e0cd9b875716b6494bad26acfb2a3707acb2b662b9cf9f87a |
Hashes for tokengeex-0.5.0-cp312-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | db0c8a231338d63de145d5998ff748690b9eb896a0d5d94b9595bf8b4a3ee231 |
|
MD5 | 6e4ffc36375691dd468e7699b80ffd3c |
|
BLAKE2b-256 | aa9ae1b96ce11ec83558bc4edf46829aa71b439a96a85259e89918a289aca850 |
Hashes for tokengeex-0.5.0-cp312-cp312-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 60e8c3d3e099357a6f069851af02d2895813d53030c3fc9338aa523a343dd699 |
|
MD5 | 3895ca173886c52f0f038c00a07e351b |
|
BLAKE2b-256 | fde67d56a90a0daaf30386858e709133eee393d17003ea5793b6b1dc16b94e77 |
Hashes for tokengeex-0.5.0-cp312-cp312-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ec8a32d3e55773895a9ef16cb8e2b2613acf408c654077daf28fc9e31e744b51 |
|
MD5 | a2622d5a46404750532414b58f7f347a |
|
BLAKE2b-256 | 36fd760b5e80456cb97dc3fe3e3a0690e7e5ea51df65bdeff945f22890691f35 |
Hashes for tokengeex-0.5.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 522c6b5c4bca9ffe7a997920e096efd6db57a63af6d0b92452e266c40441a316 |
|
MD5 | cf8175ae296781324a90830b77160f25 |
|
BLAKE2b-256 | ac97b5a9a7e16e53fc625e82b4c42a30a87a188a94a38a80d38b121c9003ceb9 |
Hashes for tokengeex-0.5.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e95c4e60921e611511aebbe4a0d8c3d1642e2e61b9105467e26f29c9dfbd7978 |
|
MD5 | c054f2a5d9d1abb7f4b71650e29f9cf8 |
|
BLAKE2b-256 | 7e686b473f71f889b5b9b0156c460380fb779bbf9612d4dbbee0091310118d56 |
Hashes for tokengeex-0.5.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 653e23272c72061ec38bb5dab2875c2c97f9b8e920659308196594ead320455f |
|
MD5 | 8632e702f29ae53ae6a8e64434430718 |
|
BLAKE2b-256 | cf4a891fec500e2245a5adfe4f84c80694dd3029d08e5572386cae5f0a55eb0e |
Hashes for tokengeex-0.5.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 473c885d5480d7188c540ab7557e41e60f341c92e01b4e25794876d33fc2b12f |
|
MD5 | c16998d4cfbeab55b88399cd1113fffa |
|
BLAKE2b-256 | 5a0b3fef17c5f28b133e1eaec1982fe4023cd0f3a104d55d4248992dbfb280be |
Hashes for tokengeex-0.5.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 29738a0e1405a450a48e2c014347ee5d1a608af17dc42146e62ffb1610b4955b |
|
MD5 | f2c228d1fa30c02e9cb295c343eb9a04 |
|
BLAKE2b-256 | 954c22946cb8a798b1ac27de2f1e2b1820b57cb664c480ea5d323713fe5a2e2c |
Hashes for tokengeex-0.5.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8f88c52fc89ac4537dad61ea992d9d221191d75f315bfb9cc58c09dd91f7a9de |
|
MD5 | a58090c6c97fd08e86ceda3f9144370e |
|
BLAKE2b-256 | c11424fcd14a53c67e26f8ffb4c2135272fc58ac2d32e13a162ccfb764121598 |
Hashes for tokengeex-0.5.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fa13f2c885a700af6b31cbcb031baa4dac222e20008962342875f29359926b9a |
|
MD5 | 18c9b77841aef7e85f51ab33cb8b2699 |
|
BLAKE2b-256 | 40a8a95feed951912aec9a293465c52a089f552690111ee8143b69849654dca9 |
Hashes for tokengeex-0.5.0-cp312-cp312-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c2d38e127715a87a508297363aee8d21c7648dc9e94e343cda56de143b3b0281 |
|
MD5 | cbbd4219407f76bf9bae8879eb4fe304 |
|
BLAKE2b-256 | f52f011812c83f4a11a3711f0ee40f290fe69e079d0ee13adbe11db4090ee71b |
Hashes for tokengeex-0.5.0-cp311-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e984dd5cb185f479624c217967c7e837ce0744cf423346de62b64b1653e4f3d6 |
|
MD5 | 6f356cbb5d88a50abf9dbeb6fc2b2ce5 |
|
BLAKE2b-256 | 22bfc3dfa9da2481dcffe7aa6bced77d7f26b7d23158de0d7ec40857a29f0419 |
Hashes for tokengeex-0.5.0-cp311-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9ba90d393fe1b17758abe5279cd5a0f6cb347880252561d2f70c14d0bfe781b6 |
|
MD5 | 676892803a7c7b04e9c54e44625b5f29 |
|
BLAKE2b-256 | 91c1ee00230e0d10b337e3e0faeb85dbc95c46b3a8de179d028c720cbbc92c3b |
Hashes for tokengeex-0.5.0-cp311-cp311-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 53252509828a5f250c6ead46390b8e15ab18f543ed9451c2841d183706694670 |
|
MD5 | dccb4f0226305b7f81f5c764fcb546c4 |
|
BLAKE2b-256 | de4a2b6e3661926960e7b69ecb6ca5d6daeda3f820de60ad82dbaadedca7aade |
Hashes for tokengeex-0.5.0-cp311-cp311-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cd9f8a5349525b09277b6c1b15671eba9f2025d4c9d18f9736e32085e5627698 |
|
MD5 | f7bfa5548eaa1d7da075de9269cf5c0f |
|
BLAKE2b-256 | 55a517d772cc41af8427369317f67463ba15c04dbc101c3a86cee8951047b4e0 |
Hashes for tokengeex-0.5.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e12bbb9a5cc10f7728deed828737402934e735d250f776dc35775ad83f7f268a |
|
MD5 | b6161107ae7464dec2c225506f5b8298 |
|
BLAKE2b-256 | 224c5886427dffb4d1893aa4f461d7ebe37578ba0ea790276a60e735dacc8f3b |
Hashes for tokengeex-0.5.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 925fa960585ac5404970a74726db29b91cd27cc5ab7b0a0f772c46f18b65d52c |
|
MD5 | 4a74e3448d8c1ee1bc91c70b3a1579d9 |
|
BLAKE2b-256 | 7321af0085eeb5e8143246d55933503894840ebcdd72d2ea1c31269c7f4e39a8 |
Hashes for tokengeex-0.5.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a68258d7e8200eee0620b3bc4c7b36032b74a8cac7df4016371fd135cfa8b9dc |
|
MD5 | bee179eac1e9461829c557e10e39aea6 |
|
BLAKE2b-256 | 01dd7595b16655dfa416e12b48108867a418937b4adb7ea24807713eda480520 |
Hashes for tokengeex-0.5.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9d86cbb5e5c06c9240b3184123869fddadb3e634a227c6f440d27c43f785c842 |
|
MD5 | 601825c756b2c50df7a7148d1e27ca62 |
|
BLAKE2b-256 | 2ee5f6a7e315d295323f875dcacfaa8e64f0a5252a3c685e086f8d55ad32a142 |
Hashes for tokengeex-0.5.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2293f6ae8f856c533c7b22e87d948d1559f85d4b9996eb2effd82275d6731589 |
|
MD5 | a3dd43eb1456cc91d5f805a30d814417 |
|
BLAKE2b-256 | aff36dcdd6c274352e1bd04813dc9dbf92a9917e7d81bff44da45f437ec63fe0 |
Hashes for tokengeex-0.5.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6b27eb7214ffd5fca7d9bd9f468b0b1fd9117382edc08ce5a59fb3502158434d |
|
MD5 | ae51c7927690877fd8d79f7689c92fb9 |
|
BLAKE2b-256 | 2fbb09537edc48c7e50eaed5d495aa729cef4a48b555591a3c8595d54a8f569b |
Hashes for tokengeex-0.5.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4fa3a464edc25557ccf8c91457b902702f7a555b58aa48010cfc66693acd2f8c |
|
MD5 | b0e1d2b9a017810ebb690ed587b98d7b |
|
BLAKE2b-256 | 3cc0e78316f340140f74b726c3a37e98c25672c975e0865e8ae23276ec301918 |
Hashes for tokengeex-0.5.0-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | cb302214616123d2480adeb62b12acf0adc78d71000b6f32777f9b004938e65d |
|
MD5 | d23b144ee686592a86720714863c45f2 |
|
BLAKE2b-256 | bad10e55fb5635204820d0a2233d1631c8e8d83852b36b56df26f00a7a0cd6dc |
Hashes for tokengeex-0.5.0-cp310-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 03f156d9d973f1ac9df3348db59371be603a4b92e9415e8cd986aa7ec0329309 |
|
MD5 | 5451006ae02dac8b44804a125f8cf323 |
|
BLAKE2b-256 | f8f53713fd834f941d092482997cad081ef6c2d8a90e24f170fd3f8df9c3dcff |
Hashes for tokengeex-0.5.0-cp310-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 25a17fcd6fe6ecbda2288749f4fc525d1a40b1c9fd38a12443bb3d08658d44df |
|
MD5 | 2b39c876753f28dc4360d36e6d98ea61 |
|
BLAKE2b-256 | 2f6cfd56c82718781ecb07ea9cb113e4523ef2354ebb2ab925ec22c04873b3de |
Hashes for tokengeex-0.5.0-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bb221284e78ff8b5b34fcd4140d45db8a3916051d15dd40e82c5c2bdbb35a87c |
|
MD5 | fd52079021f58041e378ef45239e0016 |
|
BLAKE2b-256 | d2525b5d11ecc36e5395caffbfa4bf0a6561783220036f17eb995239d4e8d4e5 |
Hashes for tokengeex-0.5.0-cp310-cp310-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e00465ddc4943e82de48df5816c39659773dd36bc8dbfbf506a6d795a712c8bf |
|
MD5 | 2f0c453e5050cdb1f1f926dbcde7ff0b |
|
BLAKE2b-256 | dbd744e83cee9ca084bc37fe237d71eacbe76d14240ac35f0f9073a8967aebe5 |
Hashes for tokengeex-0.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8df4a215e53535244eea414d1dce48100ee7d087fa3b36707889ff35af0bb199 |
|
MD5 | d3d633101a6d7c2ada4a6f4d4cc95e3f |
|
BLAKE2b-256 | 18072afcdcc8d2373f8a9ebe9bcb3fdc2fecbc069fdb56c6b72fc15ca3882dd1 |
Hashes for tokengeex-0.5.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 007a9a1e7f1057d6df8e33da2dc9520abc33721fa8b11f2fdcb27e8cae94d2df |
|
MD5 | 0e97a3ef21838fbbc74084b520703f23 |
|
BLAKE2b-256 | 13625b7a8561abb036ceda173c5594437699a48919881c9e7f05fb88f2fd2019 |
Hashes for tokengeex-0.5.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | dfb351a2985575e38cb8b7fb2cf9dd7facf62c465acb4758d38734b7c94d0f08 |
|
MD5 | 229dbebd007e3f2994058d3b5f580f77 |
|
BLAKE2b-256 | 473c7c6d5e8f8237a0c70fd06a603d363b71cc2f7aade2a39454b8b7583b9c4b |
Hashes for tokengeex-0.5.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e8d249d4302259e5d00050afed08533679791986a22ae781a812ea6b649147bc |
|
MD5 | 20a55f05d379a1b72e72595d24260cb6 |
|
BLAKE2b-256 | e58e3d1e5f47f9eb0916b9842385d07f6679e7663c1a03de48d8f13b4dcab33f |
Hashes for tokengeex-0.5.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 06b8f8a3559f128a8d1bc5498e182572b1dabf43d066e1326550f885eceb277c |
|
MD5 | 45c6eeae8c36dbcef06e23dbb4bf1dd4 |
|
BLAKE2b-256 | e7924bee736a592a9e73aa6491db8d4568c6dbaea2d6f804b264077c27d0d64d |
Hashes for tokengeex-0.5.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1b41b5c95e32aba618552eb2ca223a64e99ba70e31cf71d1a4de89037e6e9f19 |
|
MD5 | 410180e734d7886dfa1a900c7d876b66 |
|
BLAKE2b-256 | 89b3cf5c23505beed5230cf889a36f43ad47b178a70b75554dab35ed3a776e20 |
Hashes for tokengeex-0.5.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7cdcedd18df9cb3be4c5e918b172100364d3518a6b2c6c3874e15383bea22f26 |
|
MD5 | 445728bd8b90a20b42cb178cea9a4bf0 |
|
BLAKE2b-256 | 6a0297aacbf2dc05db649deef74b9f5e3dd2a4fafec13ad573c149208d9b2ada |
Hashes for tokengeex-0.5.0-cp310-cp310-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 07868e91c02b57b35134168e93860997707bf63468b36bb43f0cb9e49b32cab9 |
|
MD5 | 21ecb3e02951544aa642d213d3c77dfb |
|
BLAKE2b-256 | 3be10debfb371a52345f985a7a39b9e4341e2284c29e3e68c59025878aa40c8b |
Hashes for tokengeex-0.5.0-cp39-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | acce85363bf5f663d41c1653eb2a84e2813bd582b64f3642e1f5db626c23af33 |
|
MD5 | feb7b60fcd98c9a2ed6bc4466d2698d9 |
|
BLAKE2b-256 | 253a69853995da1da775c88145a1cc902c01c98a1ba5344ec95521e9f3ba93c8 |
Hashes for tokengeex-0.5.0-cp39-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d566e082d5bcacaf0d4e537eb92d93c87fbdd70970715ebaf321c1e7475822bd |
|
MD5 | 868db65163c7058ae539fc2e63c69e40 |
|
BLAKE2b-256 | 8ffd61ba2fcd9e688714a923b0f4583a75969e578846eeeec473dc7fe86a3d0a |
Hashes for tokengeex-0.5.0-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c42a92f6c81dac3e4f9e05707282f19aed3cf336c22a4a51cb0ded54931b8d53 |
|
MD5 | a5f7d94715b607b815c9454575b52b9c |
|
BLAKE2b-256 | bd62b4faea966fa66bf5aef1f1ac50b582b855001a3a0f04aa719eaa1dd28ab2 |
Hashes for tokengeex-0.5.0-cp39-cp39-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bb2d7aba24b276741af19f948bca753561cab2a2259b20e6bda75ae89045a7ad |
|
MD5 | 71e6039ceed489b8eddf81029f1bba05 |
|
BLAKE2b-256 | 7fc9a7b09bf6e542b1819af79384b23519e7172d6be403447840718db2844d45 |
Hashes for tokengeex-0.5.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2232cecd0419c9db2c061a3ec643915de1a0130b7dd6ef53834d548ba9db04e5 |
|
MD5 | a1e413b0b32285b8ce0230ce61f8f45a |
|
BLAKE2b-256 | bc15fca2e0497150d867198876a13fde8a8307fff7a5337c377256f64b62bc23 |
Hashes for tokengeex-0.5.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 383c189e78d4562d0f40f8070494f7ba24a812f1833d17b7498bb3cfc9e982ee |
|
MD5 | c7715361d07c4c0392de4c587914815b |
|
BLAKE2b-256 | e9843c1c0cb1eedf6f2ddf8cd0d05f1fccb3bb8153699ea7707e473944ea4dcf |
Hashes for tokengeex-0.5.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 07640b491942f21fc7103963d4c418f4bf6dc87b78a1e770229ddf6d4340f1ea |
|
MD5 | aa354f9dea8b338505e75c2b8dfe3350 |
|
BLAKE2b-256 | 1d0f4a334406cf0b457479391949f0bded5e994703f098fd23293e6a16b04c71 |
Hashes for tokengeex-0.5.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | aacbabb67da8f9872ae19806cae67c954be1ee71e15a5bcf2934d839836b390b |
|
MD5 | 554c573154d4db71f390a0c1d6e1610c |
|
BLAKE2b-256 | f136b89e91948c8a6363e35b8cf9317a7bbcd49836bdc694969331a2ed71c69b |
Hashes for tokengeex-0.5.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1055221d48693c19cb3827ea119dfade3c11e5a855f29fe7da173807f4776061 |
|
MD5 | fe4cc6f9cac4d1831ad49c6b7b755291 |
|
BLAKE2b-256 | 842fae3cccd82c7538b0c55f16d6eb4725a2b5ed9ca1316ae8d4c106f3d17afb |
Hashes for tokengeex-0.5.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 21a7a49e5880f351c4e9712d9fc80add44a55f2c7a81da4760cd3a87c0d849ba |
|
MD5 | 37bb56f0e77f22d49cc91deb9dd547a2 |
|
BLAKE2b-256 | f89dfde21fb2be7807a9e22a5feaa4587f85eb9f457c4440679ae9e9adb12f59 |
Hashes for tokengeex-0.5.0-cp39-cp39-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e036fe2691800d66ae22edb0490a32ba7d3897ef2366fa70f085172e58b60efe |
|
MD5 | 52ffaa151d0e942088f8488275d4106f |
|
BLAKE2b-256 | ceea9105f98daf5e48a6d0166fd1e7188d8fef9fab14252ed3a77de062172701 |
Hashes for tokengeex-0.5.0-cp39-cp39-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 237670e4d637eff94d9f20a420534a45f6e765df17a00dcd85a7dbf98c1add04 |
|
MD5 | 7f1cc8b4d01f0bda84b0bdd027f2c42d |
|
BLAKE2b-256 | 82f9989007b0405c7304b52115b341e7d48115cf420a03c6144727ea5a133e63 |
Hashes for tokengeex-0.5.0-cp38-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b647aec4025995a89a72707d11d1f83e5421e08260607a44101446f6affbc31b |
|
MD5 | 4b25755ebb7049ed1587c7d089fc1ae3 |
|
BLAKE2b-256 | ec1b3c208dca397cbd2aac124d537859cbbb9854bee30459bd66ba967fb15e80 |
Hashes for tokengeex-0.5.0-cp38-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 090fb0cdf0fee1ddc1106b62a9c973c70a37a326baa9e27252dae960bb62eddc |
|
MD5 | 7bad2ac90ed50f1fdde8a0aa324d2fb6 |
|
BLAKE2b-256 | 4011ce3336a2674d8e468e405ee8879e79fc2c2d6b266b6010b0cb372b8740b8 |
Hashes for tokengeex-0.5.0-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9c2418ba4c85390fa5cef00f1e350958d9a3ec3137535586478509552a8f21c0 |
|
MD5 | ff09ff5c0697ec895b51c8e7a55f0fc1 |
|
BLAKE2b-256 | b91656b8707b51f635a3dd85ad788ca951259bf73f0a0166132348e7312f1dc5 |
Hashes for tokengeex-0.5.0-cp38-cp38-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0baf6966a501598e5405d904279b46f6886dac4c9055a76893689f6280cdf311 |
|
MD5 | 5c28982e44de77d52e636b5214959049 |
|
BLAKE2b-256 | e78c5e1ffbd6e7cfb8669382f7874b8393ed94d604e7b9719627451430e997f0 |
Hashes for tokengeex-0.5.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | adf2af4030f4750bcbefda028843871f468ab86b8f5c985dfe972f761c3b470e |
|
MD5 | 0a9f74870e9c082be93a933416effc87 |
|
BLAKE2b-256 | a2b8ab8d0e943c7b425698d43deb55f37548a610dd8ed48130a9195b6d8eb08b |
Hashes for tokengeex-0.5.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 423f8ef8072e85c1f43c600274f449922c8623f0edd16fa138f2894298a4d288 |
|
MD5 | 90f6f1835b2d88811ec87df33a828c9a |
|
BLAKE2b-256 | 9aea4abd3715577e47132366e6328da14fe42e2dbd9d3d4331bbf5a1753af52e |
Hashes for tokengeex-0.5.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c0df2295ab9c1aa4476d2ebbae59fe906b33bb07871f79ec2060f36f51ca91dc |
|
MD5 | 876acc9f952f9956735181584fe2a7bf |
|
BLAKE2b-256 | 4819bde77fb3b98be978006694213c2ed602142b13e62f64cddda6cd1caef2d7 |
Hashes for tokengeex-0.5.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6fd7543e940a8e5b4c0d61c8b3c3883034a0d26c3d3480ce33b9539a12224b42 |
|
MD5 | cb74fac9cbd2cdd562a566d496598707 |
|
BLAKE2b-256 | 90d546a47649c8d02f5aca8e2a328d87bbe9281dd5f27c0f10bfe90e40528236 |
Hashes for tokengeex-0.5.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2bd9aad048294de97bd990e36859387fc042910c20b699a0fd070f5f93a87582 |
|
MD5 | 5361575b3864b244c343a95981478080 |
|
BLAKE2b-256 | 279e2fecaa609c6e05135febd90338ccdc813b56a0db7c96f46fd661dffab663 |
Hashes for tokengeex-0.5.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e5c871573fda8ecdcc7f66b51a093b733331fe81476bbf162c6cd32eb7947375 |
|
MD5 | fc6cc3fc77d5e33c3167c2c37e2272e0 |
|
BLAKE2b-256 | 06e88d692de9076b3c4813e04e59a7d9695cf2e57f5bdf95762429388ee67e64 |
Hashes for tokengeex-0.5.0-cp38-cp38-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 782515753c48f439fd9ddb2d6cd5d6660453d81f847f074280b53e0a0fe61b3f |
|
MD5 | 7c56bbeccd06202b60862339228af653 |
|
BLAKE2b-256 | 86bf19fc7f36db8c7b0343a2a43e227b4f62d90cc6ee294c0e63a61a3fe55840 |
Hashes for tokengeex-0.5.0-cp38-cp38-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 815adab7ee3203e6f94f970c9bb4ae79e10940de39d5c9aeba731f2d5c47dda0 |
|
MD5 | 5ca64ffd382063cfbd4e744181cf5ceb |
|
BLAKE2b-256 | d275c53059dcb15bd5cc2109cc2559868b30858940844f128eb160541cc47404 |
Hashes for tokengeex-0.5.0-cp37-none-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6f86848f67a9d71157391b10271ba8acc96d39d0194311398018c6f2708755af |
|
MD5 | df253639892f8a615ec9f39455b1ef27 |
|
BLAKE2b-256 | 2303d33c42941caf7683f646e9cf249bca1967927ae5bef8c2f2ca648e1eae03 |
Hashes for tokengeex-0.5.0-cp37-none-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9331668a409032c7ec3b0c55456d02086521ded9a0b16f7819a7e8ba440f1ce5 |
|
MD5 | 49c5da162081be6b0e4c7dceee4c7ffe |
|
BLAKE2b-256 | 8a7698ea5b930e5faa20bc69306d5820c6cc282c87e56204c172e9336793b3e2 |
Hashes for tokengeex-0.5.0-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 117fb789a5b64dd9c4924281a4aa3c9edd306d4c4cbd19288dac348b10911554 |
|
MD5 | ffb05843580f7ef93997853d06470132 |
|
BLAKE2b-256 | 8c21ad6bb38a418216ed7aa40007b954c15a35f7db1be90ea8b6c414786721e5 |
Hashes for tokengeex-0.5.0-cp37-cp37m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6dd21340851988bb3a6fe8f7e2ec612a3528c36c08f241769c6c50b2b6bd2c72 |
|
MD5 | 34d189423abc4efecb9fc7c0248c1b41 |
|
BLAKE2b-256 | b9e4e90d34416df2f885f846cb2ce495959b7b0add0be2278ce67f316b49df35 |
Hashes for tokengeex-0.5.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5e525b577fdd03ef0777486f64c62f50c2cf16c8a3cbf3dbd9fb4c1cfb7e7a99 |
|
MD5 | 549ee00ed4924451eac0d1e141e96020 |
|
BLAKE2b-256 | 3281f8fa3c1bd225a50f84bda9c319af216d076f9868d1da3ce2e5cac0b02ff3 |
Hashes for tokengeex-0.5.0-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | fcb5709f655b94f3d73f31f4ced265e3b3d3977e74fd87cf4c97bbb0950d4537 |
|
MD5 | 15c742553446dfc8af3b6713dafef4cd |
|
BLAKE2b-256 | aa149e863cf7bab2b687517ead399ec4041ec2cc14b48ad7c9e498db99ee5e95 |
Hashes for tokengeex-0.5.0-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2eb6d00204f8f3b7b5dfd56c8f24ca76dfdcedc2bce51a83303621c2782ef15d |
|
MD5 | b423de05726d4169e456882f7a03d0c7 |
|
BLAKE2b-256 | ffb6be0052421161da2ad62955676413b6cb11391a98c6f065f8d87cc982ef76 |
Hashes for tokengeex-0.5.0-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 545cc91c66fc9f97ab448806694be353f24eead53fbc46091a50887e7a518a15 |
|
MD5 | b3a03ad145c02bb71e4ae753375d940e |
|
BLAKE2b-256 | d972841bed2cbb2660386c3a36dd216271ae5bdedc7914733675f8d1bbd73c24 |
Hashes for tokengeex-0.5.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 23841b072fc6816afc6fef275a48c5d310bfefe1c5d3dbb7db43a6bf1a31eb85 |
|
MD5 | 6f1d3d32cf7a83dece56168751573efd |
|
BLAKE2b-256 | d914a35468511f7dd74f9920c7312e6e38223a68f892672a3c53270e2230f6b0 |
Hashes for tokengeex-0.5.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 85d96442e8699a37518dbbf30d930bb3e9a79c145733efe4bf170d7f9c4a98c2 |
|
MD5 | 4c6ddf4b08d8337fed5ca6521878ee20 |
|
BLAKE2b-256 | 42cf0d6cc310c44ba314ed9d77d42fb4219d8621f0fe7d210e7c823f48cf602a |
Hashes for tokengeex-0.5.0-cp37-cp37m-macosx_11_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 8a0e7c2da9e69d99a1bdbc3067b76c268ec9106511b955fdc215ef046759f527 |
|
MD5 | 2d9fcca173781517a05920c94b7c4279 |
|
BLAKE2b-256 | f7de31b5d77e7c5846ebc3c1bd382f3c7463778e39a05c2868330522503f8fcf |
Hashes for tokengeex-0.5.0-cp37-cp37m-macosx_10_12_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bcacc50e402fa9d21c6d4f99ca0ebb2b5b5725db89e446a422958b5b46342116 |
|
MD5 | 1084b08ce9b7a48d9c5441a3303a4bb8 |
|
BLAKE2b-256 | b8bfda86d2e5cf06ab9012312d8c1350741a6c34c336a3f30218ae5c23b5d9e8 |