diff --git a/packages/packages.json b/packages/packages.json index fc7fef45..81d6ee26 100644 --- a/packages/packages.json +++ b/packages/packages.json @@ -15,6 +15,7 @@ "custom/napthaai/resolve_market_reasoning/0.1.0": "bafybeigutlttyivlf6yxdeesclv3dwxq6h7yj3varq63b6ujno3q6ytoje", "custom/napthaai/prediction_request_rag/0.1.0": "bafybeibp3hfeywllhmepvqyah763go4i5vtvo4wwihy6h4x7sylsjm5cam", "custom/napthaai/prediction_request_reasoning/0.1.0": "bafybeihrq7vvup2jztclucyrveb3nlgeb2pe5afgrxglgb7ji6b5jv5vtm", + "custom/valory/prepare_tx/0.1.0": "bafybeighlfdmykwbar6wuipeo66blv2vcckxyspvw2oscsjctowly5taf4", "protocol/valory/acn_data_share/0.1.0": "bafybeih5ydonnvrwvy2ygfqgfabkr47s4yw3uqxztmwyfprulwfsoe7ipq", "protocol/valory/websocket_client/0.1.0": "bafybeih43mnztdv3v2hetr2k3gezg7d3yj4ur7cxdvcyaqhg65e52s5sf4", "contract/valory/agent_mech/0.1.0": "bafybeidsau5x2vjofpcdzxkg7airwkrdag65ohtxcby2ut27tfjizgnrnm", diff --git a/packages/valory/customs/prepare_tx/__init__.py b/packages/valory/customs/prepare_tx/__init__.py new file mode 100644 index 00000000..080f086a --- /dev/null +++ b/packages/valory/customs/prepare_tx/__init__.py @@ -0,0 +1,20 @@ +# -*- coding: utf-8 -*- +# ------------------------------------------------------------------------------ +# +# Copyright 2024 Valory AG +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# ------------------------------------------------------------------------------ + +"""This module contains a tool that prepares a transaction.""" diff --git a/packages/valory/customs/prepare_tx/component.yaml b/packages/valory/customs/prepare_tx/component.yaml new file mode 100644 index 00000000..18daab42 --- /dev/null +++ b/packages/valory/customs/prepare_tx/component.yaml @@ -0,0 +1,14 @@ +name: prepare_tx +author: valory +version: 0.1.0 +type: custom +description: A tool to prepare a transaction. +license: Apache-2.0 +aea_version: '>=1.0.0, <2.0.0' +fingerprint: + __init__.py: bafybeieynbsr6aijx2totfi5iw6thjwgzko526zcs5plgvgrq2lufso2sy + prepare_tx.py: bafybeichg7r54hcaqvrxecpzssm7iqrc5kjli33m6hqlnsrojqng7jqvsa +fingerprint_ignore_patterns: [] +entry_point: prepare_tx.py +callable: run +dependencies: {} diff --git a/packages/valory/customs/prepare_tx/prepare_tx.py b/packages/valory/customs/prepare_tx/prepare_tx.py new file mode 100644 index 00000000..62f72132 --- /dev/null +++ b/packages/valory/customs/prepare_tx/prepare_tx.py @@ -0,0 +1,72 @@ +# -*- coding: utf-8 -*- +# ------------------------------------------------------------------------------ +# +# Copyright 2024 Valory AG +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# ------------------------------------------------------------------------------ + +""" +This module implements a tool which prepares a transaction for the transaction settlement skill. +Please note that the gnosis safe parameters are missing from the payload, e.g., `safe_tx_hash`, `safe_tx_gas`, etc. +""" + +import json +from typing import Any, Dict, Optional, Tuple + + +# a test value +VALUE = 1 +# a test address +TO_ADDRESS = "0xFDECa8497223DFa5aE2200D759f769e95dAadE01" + + +def prepare_tx( + prompt: str, +) -> Tuple[Optional[str], Any, Optional[Dict[str, Any]], Any]: + """Perform native transfer.""" + transaction = json.dumps( + { + "value": VALUE, + "to_address": TO_ADDRESS, + } + ) + return transaction, prompt, None, None + + +AVAILABLE_TOOLS = {"prepare_tx": prepare_tx} + + +def error_response(msg: str) -> Tuple[str, None, None, None]: + """Return an error mech response.""" + return msg, None, None, None + + +def run(**kwargs) -> Tuple[str, Optional[str], Optional[Dict[str, Any]], Any]: + """Run the task""" + tool = kwargs.get("tool", None) + if tool is None: + return error_response("No tool has been specified.") + + prompt = kwargs.get("prompt", None) + if prompt is None: + return error_response("No prompt has been given.") + + transaction_builder = AVAILABLE_TOOLS.get(tool, None) + if transaction_builder is None: + return error_response( + f"Tool {tool!r} is not in supported tools: {tuple(AVAILABLE_TOOLS.keys())}." + ) + + return transaction_builder(prompt) diff --git a/poetry.lock b/poetry.lock index 968b25f5..d5fb8e28 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry and should not be changed by hand. +# This file is automatically @generated by Poetry 1.4.0 and should not be changed by hand. [[package]] name = "aiohttp" @@ -1479,14 +1479,14 @@ all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)" [[package]] name = "filelock" -version = "3.13.2" +version = "3.13.3" description = "A platform independent file lock." category = "main" optional = false python-versions = ">=3.8" files = [ - {file = "filelock-3.13.2-py3-none-any.whl", hash = "sha256:e4c33bc026ace328551af557d4d34f59566c98acd4ed66c13b4335f114f04f7a"}, - {file = "filelock-3.13.2.tar.gz", hash = "sha256:9e2106260b5f65600a31bc503721e3db7e64598bb406ebc5921aeaafe441ba34"}, + {file = "filelock-3.13.3-py3-none-any.whl", hash = "sha256:5ffa845303983e7a0b7ae17636509bc97997d58afeafa72fb141a17b152284cb"}, + {file = "filelock-3.13.3.tar.gz", hash = "sha256:a79895a25bbefdf55d1a2a0a80968f7dbb28edcd6d4234a0afb3f37ecde4b546"}, ] [package.extras] @@ -1518,14 +1518,14 @@ dotenv = ["python-dotenv"] [[package]] name = "flatbuffers" -version = "24.3.7" +version = "24.3.25" description = "The FlatBuffers serialization format for Python" category = "main" optional = false python-versions = "*" files = [ - {file = "flatbuffers-24.3.7-py2.py3-none-any.whl", hash = "sha256:80c4f5dcad0ee76b7e349671a0d657f2fbba927a0244f88dd3f5ed6a3694e1fc"}, - {file = "flatbuffers-24.3.7.tar.gz", hash = "sha256:0895c22b9a6019ff2f4de2e5e2f7cd15914043e6e7033a94c0c6369422690f22"}, + {file = "flatbuffers-24.3.25-py2.py3-none-any.whl", hash = "sha256:8dbdec58f935f3765e4f7f3cf635ac3a77f83568138d6a2311f524ec96364812"}, + {file = "flatbuffers-24.3.25.tar.gz", hash = "sha256:de2ec5b203f21441716617f38443e0a8ebf3d25bf0d9c0bb0ce68fa00ad546a4"}, ] [[package]] @@ -1970,14 +1970,14 @@ test = ["eth-utils (>=1.0.1,<3)", "hypothesis (>=3.44.24,<=6.31.6)", "pytest (>= [[package]] name = "httpcore" -version = "1.0.4" +version = "1.0.5" description = "A minimal low-level HTTP client." category = "main" optional = false python-versions = ">=3.8" files = [ - {file = "httpcore-1.0.4-py3-none-any.whl", hash = "sha256:ac418c1db41bade2ad53ae2f3834a3a0f5ae76b56cf5aa497d2d033384fc7d73"}, - {file = "httpcore-1.0.4.tar.gz", hash = "sha256:cb2839ccfcba0d2d3c1131d3c3e26dfc327326fbe7a5dc0dbfe9f6c9151bb022"}, + {file = "httpcore-1.0.5-py3-none-any.whl", hash = "sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5"}, + {file = "httpcore-1.0.5.tar.gz", hash = "sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61"}, ] [package.dependencies] @@ -1988,7 +1988,7 @@ h11 = ">=0.13,<0.15" asyncio = ["anyio (>=4.0,<5.0)"] http2 = ["h2 (>=3,<5)"] socks = ["socksio (>=1.0.0,<2.0.0)"] -trio = ["trio (>=0.22.0,<0.25.0)"] +trio = ["trio (>=0.22.0,<0.26.0)"] [[package]] name = "httplib2" @@ -2081,14 +2081,14 @@ socks = ["socksio (>=1.0.0,<2.0.0)"] [[package]] name = "huggingface-hub" -version = "0.22.0" +version = "0.22.1" description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub" category = "main" optional = false python-versions = ">=3.8.0" files = [ - {file = "huggingface_hub-0.22.0-py3-none-any.whl", hash = "sha256:72dea96299751699180184c06a4689e54cbfacecb1a3d08ac7a269c884bb17c3"}, - {file = "huggingface_hub-0.22.0.tar.gz", hash = "sha256:304f1e235c68c0a9f58bced47f13d6df241a5b4e3678f4981aa1e4f4bce63f6d"}, + {file = "huggingface_hub-0.22.1-py3-none-any.whl", hash = "sha256:eac63947923d15c9a68681d7ed2d9599e058860617064e3ee6bd91a4b954faaf"}, + {file = "huggingface_hub-0.22.1.tar.gz", hash = "sha256:5b8aaee5f3618cd432f49886da9935bbe8fab92d719011826430907b93171dd8"}, ] [package.dependencies] @@ -3073,8 +3073,8 @@ files = [ [package.dependencies] base58 = ">=1.0.3,<3.0.0" -click = {version = "8.0.2", optional = true, markers = "extra == \"all\""} -coverage = {version = ">=6.4.4,<8.0.0", optional = true, markers = "extra == \"all\""} +click = {version = "8.0.2", optional = true, markers = "extra == \"cli\""} +coverage = {version = ">=6.4.4,<8.0.0", optional = true, markers = "extra == \"cli\""} ecdsa = ">=0.15,<0.17.0" jsonschema = ">=4.3.0,<4.4.0" morphys = ">=1.0" @@ -3083,7 +3083,7 @@ protobuf = ">=4.21.6,<4.25.0" py-multibase = ">=1.0.0" py-multicodec = ">=0.2.0" pymultihash = "0.8.2" -pytest = {version = ">=7.0.0,<7.3.0", optional = true, markers = "extra == \"all\""} +pytest = {version = ">=7.0.0,<7.3.0", optional = true, markers = "extra == \"cli\""} python-dotenv = ">=0.14.0,<0.22.0" pyyaml = "6.0.1" requests = "2.28.1" @@ -3619,30 +3619,30 @@ varint = ">=1.0.2,<2.0.0" [[package]] name = "pyasn1" -version = "0.5.1" +version = "0.6.0" description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)" category = "main" optional = false -python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" +python-versions = ">=3.8" files = [ - {file = "pyasn1-0.5.1-py2.py3-none-any.whl", hash = "sha256:4439847c58d40b1d0a573d07e3856e95333f1976294494c325775aeca506eb58"}, - {file = "pyasn1-0.5.1.tar.gz", hash = "sha256:6d391a96e59b23130a5cfa74d6fd7f388dbbe26cc8f1edf39fdddf08d9d6676c"}, + {file = "pyasn1-0.6.0-py2.py3-none-any.whl", hash = "sha256:cca4bb0f2df5504f02f6f8a775b6e416ff9b0b3b16f7ee80b5a3153d9b804473"}, + {file = "pyasn1-0.6.0.tar.gz", hash = "sha256:3a35ab2c4b5ef98e17dfdec8ab074046fbda76e281c5a706ccd82328cfc8f64c"}, ] [[package]] name = "pyasn1-modules" -version = "0.3.0" +version = "0.4.0" description = "A collection of ASN.1-based protocols modules" category = "main" optional = false -python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" +python-versions = ">=3.8" files = [ - {file = "pyasn1_modules-0.3.0-py2.py3-none-any.whl", hash = "sha256:d3ccd6ed470d9ffbc716be08bd90efbd44d0734bc9303818f7336070984a162d"}, - {file = "pyasn1_modules-0.3.0.tar.gz", hash = "sha256:5bd01446b736eb9d31512a30d46c1ac3395d676c6f3cafa4c03eb54b9925631c"}, + {file = "pyasn1_modules-0.4.0-py3-none-any.whl", hash = "sha256:be04f15b66c206eed667e0bb5ab27e2b1855ea54a842e5037738099e8ca4ae0b"}, + {file = "pyasn1_modules-0.4.0.tar.gz", hash = "sha256:831dbcea1b177b28c9baddf4c6d1013c24c3accd14a1873fffaa6a2e905f17b6"}, ] [package.dependencies] -pyasn1 = ">=0.4.6,<0.6.0" +pyasn1 = ">=0.4.6,<0.7.0" [[package]] name = "pycparser" @@ -4146,7 +4146,6 @@ files = [ {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:69b023b2b4daa7548bcfbd4aa3da05b3a74b772db9e23b982788168117739938"}, {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:81e0b275a9ecc9c0c0c07b4b90ba548307583c125f54d5b6946cfee6360c733d"}, {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba336e390cd8e4d1739f42dfe9bb83a3cc2e80f567d8805e11b46f4a943f5515"}, - {file = "PyYAML-6.0.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:326c013efe8048858a6d312ddd31d56e468118ad4cdeda36c719bf5bb6192290"}, {file = "PyYAML-6.0.1-cp310-cp310-win32.whl", hash = "sha256:bd4af7373a854424dabd882decdc5579653d7868b8fb26dc7d0e99f823aa5924"}, {file = "PyYAML-6.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:fd1592b3fdf65fff2ad0004b5e363300ef59ced41c2e6b3a99d4089fa8c5435d"}, {file = "PyYAML-6.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6965a7bc3cf88e5a1c3bd2e0b5c22f8d677dc88a455344035f03399034eb3007"}, @@ -4154,16 +4153,8 @@ files = [ {file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:42f8152b8dbc4fe7d96729ec2b99c7097d656dc1213a3229ca5383f973a5ed6d"}, {file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:062582fca9fabdd2c8b54a3ef1c978d786e0f6b3a1510e0ac93ef59e0ddae2bc"}, {file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d2b04aac4d386b172d5b9692e2d2da8de7bfb6c387fa4f801fbf6fb2e6ba4673"}, - {file = "PyYAML-6.0.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:e7d73685e87afe9f3b36c799222440d6cf362062f78be1013661b00c5c6f678b"}, {file = "PyYAML-6.0.1-cp311-cp311-win32.whl", hash = "sha256:1635fd110e8d85d55237ab316b5b011de701ea0f29d07611174a1b42f1444741"}, {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"}, - {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"}, - {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"}, - {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"}, - {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"}, - {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"}, - {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"}, - {file = "PyYAML-6.0.1-cp312-cp312-win_amd64.whl", hash = "sha256:0d3304d8c0adc42be59c5f8a4d9e3d7379e6955ad754aa9d6ab7a398b59dd1df"}, {file = "PyYAML-6.0.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:50550eb667afee136e9a77d6dc71ae76a44df8b3e51e41b77f6de2932bfe0f47"}, {file = "PyYAML-6.0.1-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1fe35611261b29bd1de0070f0b2f47cb6ff71fa6595c077e42bd0c419fa27b98"}, {file = "PyYAML-6.0.1-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:704219a11b772aea0d8ecd7058d0082713c3562b4e271b849ad7dc4a5c90c13c"}, @@ -4180,7 +4171,6 @@ files = [ {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a0cd17c15d3bb3fa06978b4e8958dcdc6e0174ccea823003a106c7d4d7899ac5"}, {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:28c119d996beec18c05208a8bd78cbe4007878c6dd15091efb73a30e90539696"}, {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7e07cbde391ba96ab58e532ff4803f79c4129397514e1413a7dc761ccd755735"}, - {file = "PyYAML-6.0.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:49a183be227561de579b4a36efbb21b3eab9651dd81b1858589f796549873dd6"}, {file = "PyYAML-6.0.1-cp38-cp38-win32.whl", hash = "sha256:184c5108a2aca3c5b3d3bf9395d50893a7ab82a38004c8f61c258d4428e80206"}, {file = "PyYAML-6.0.1-cp38-cp38-win_amd64.whl", hash = "sha256:1e2722cc9fbb45d9b87631ac70924c11d3a401b2d7f410cc0e3bbf249f2dca62"}, {file = "PyYAML-6.0.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9eb6caa9a297fc2c2fb8862bc5370d0303ddba53ba97e71f08023b6cd73d16a8"}, @@ -4188,7 +4178,6 @@ files = [ {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5773183b6446b2c99bb77e77595dd486303b4faab2b086e7b17bc6bef28865f6"}, {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b786eecbdf8499b9ca1d697215862083bd6d2a99965554781d0d8d1ad31e13a0"}, {file = "PyYAML-6.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bc1bf2925a1ecd43da378f4db9e4f799775d6367bdb94671027b73b393a7c42c"}, - {file = "PyYAML-6.0.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:04ac92ad1925b2cff1db0cfebffb6ffc43457495c9b3c39d3fcae417d7125dc5"}, {file = "PyYAML-6.0.1-cp39-cp39-win32.whl", hash = "sha256:faca3bdcf85b2fc05d06ff3fbc1f83e1391b3e724afa3feba7d13eeab355484c"}, {file = "PyYAML-6.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:510c9deebc5c0225e8c96813043e62b680ba2f9c50a08d3724c7f28a747d1486"}, {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"}, @@ -4410,11 +4399,6 @@ files = [ {file = "scikit_learn-1.3.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f66eddfda9d45dd6cadcd706b65669ce1df84b8549875691b1f403730bdef217"}, {file = "scikit_learn-1.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c6448c37741145b241eeac617028ba6ec2119e1339b1385c9720dae31367f2be"}, {file = "scikit_learn-1.3.1-cp311-cp311-win_amd64.whl", hash = "sha256:c413c2c850241998168bbb3bd1bb59ff03b1195a53864f0b80ab092071af6028"}, - {file = "scikit_learn-1.3.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:ef540e09873e31569bc8b02c8a9f745ee04d8e1263255a15c9969f6f5caa627f"}, - {file = "scikit_learn-1.3.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:9147a3a4df4d401e618713880be023e36109c85d8569b3bf5377e6cd3fecdeac"}, - {file = "scikit_learn-1.3.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d2cd3634695ad192bf71645702b3df498bd1e246fc2d529effdb45a06ab028b4"}, - {file = "scikit_learn-1.3.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0c275a06c5190c5ce00af0acbb61c06374087949f643ef32d355ece12c4db043"}, - {file = "scikit_learn-1.3.1-cp312-cp312-win_amd64.whl", hash = "sha256:0e1aa8f206d0de814b81b41d60c1ce31f7f2c7354597af38fae46d9c47c45122"}, {file = "scikit_learn-1.3.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:52b77cc08bd555969ec5150788ed50276f5ef83abb72e6f469c5b91a0009bbca"}, {file = "scikit_learn-1.3.1-cp38-cp38-macosx_12_0_arm64.whl", hash = "sha256:a683394bc3f80b7c312c27f9b14ebea7766b1f0a34faf1a2e9158d80e860ec26"}, {file = "scikit_learn-1.3.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a15d964d9eb181c79c190d3dbc2fff7338786bf017e9039571418a1d53dab236"},