diff --git a/docs/examples/hybrid-layer.ipynb b/docs/examples/hybrid-layer.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..98fccf6972026d62e6d53a3c96492ca90287207e
--- /dev/null
+++ b/docs/examples/hybrid-layer.ipynb
@@ -0,0 +1,205 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Semantic Router: Hybrid Layer"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "The Hybrid Layer in the Semantic Router library can improve decision making performance particularly for niche use-cases that contain specific terminology, such as finance or medical. It helps us provide more importance to decision making based on the keywords contained in our utterances and user queries."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Getting Started"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "We start by installing the library:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "!pip install -qU semantic-router==0.0.5"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "We start by defining a dictionary mapping decisions to example phrases that should trigger those decisions."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import os\n",
+ "\n",
+ "os.environ[\"COHERE_API_KEY\"] = \"BQBiUqqjDRsYl1QKKux4JsqKdDkjyInS5T3Z3eJP\""
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from semantic_router.schema import Decision\n",
+ "\n",
+ "politics = Decision(\n",
+ " name=\"politics\",\n",
+ " utterances=[\n",
+ " \"isn't politics the best thing ever\",\n",
+ " \"why don't you tell me about your political opinions\",\n",
+ " \"don't you just love the president\",\n",
+ " \"don't you just hate the president\",\n",
+ " \"they're going to destroy this country!\",\n",
+ " \"they will save the country!\",\n",
+ " ],\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Let's define another for good measure:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "chitchat = Decision(\n",
+ " name=\"chitchat\",\n",
+ " utterances=[\n",
+ " \"how's the weather today?\",\n",
+ " \"how are things going?\",\n",
+ " \"lovely weather today\",\n",
+ " \"the weather is horrendous\",\n",
+ " \"let's go to the chippy\",\n",
+ " ],\n",
+ ")\n",
+ "\n",
+ "chitchat = Decision(\n",
+ " name=\"chitchat\",\n",
+ " utterances=[\n",
+ " \"how's the weather today?\",\n",
+ " \"how are things going?\",\n",
+ " \"lovely weather today\",\n",
+ " \"the weather is horrendous\",\n",
+ " \"let's go to the chippy\",\n",
+ " ],\n",
+ ")\n",
+ "\n",
+ "decisions = [politics, chitchat]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Now we initialize our embedding model:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from semantic_router.encoders import CohereEncoder\n",
+ "from getpass import getpass\n",
+ "\n",
+ "os.environ[\"COHERE_API_KEY\"] = os.environ[\"COHERE_API_KEY\"] or getpass(\n",
+ " \"Enter Cohere API Key: \"\n",
+ ")\n",
+ "\n",
+ "encoder = CohereEncoder()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Now we define the `DecisionLayer`. When called, the decision layer will consume text (a query) and output the category (`Decision`) it belongs to — to initialize a `DecisionLayer` we need our `encoder` model and a list of `decisions`."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from semantic_router.layer import HybridDecisionLayer\n",
+ "\n",
+ "dl = HybridDecisionLayer(encoder=encoder, decisions=decisions)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dl(\"don't you love politics?\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dl(\"how's the weather today?\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "---"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "decision-layer",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.5"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/poetry.lock b/poetry.lock
index c748530efa9170898e70117fdb6b63fec96103cd..8aaee95e2f97fcca98a70d0b023978aabf71d13e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,112 +1,100 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
[[package]]
name = "aiohttp"
-version = "3.8.6"
+version = "3.9.1"
description = "Async http client/server framework (asyncio)"
optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
files = [
- {file = "aiohttp-3.8.6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:41d55fc043954cddbbd82503d9cc3f4814a40bcef30b3569bc7b5e34130718c1"},
- {file = "aiohttp-3.8.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1d84166673694841d8953f0a8d0c90e1087739d24632fe86b1a08819168b4566"},
- {file = "aiohttp-3.8.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:253bf92b744b3170eb4c4ca2fa58f9c4b87aeb1df42f71d4e78815e6e8b73c9e"},
- {file = "aiohttp-3.8.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3fd194939b1f764d6bb05490987bfe104287bbf51b8d862261ccf66f48fb4096"},
- {file = "aiohttp-3.8.6-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6c5f938d199a6fdbdc10bbb9447496561c3a9a565b43be564648d81e1102ac22"},
- {file = "aiohttp-3.8.6-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2817b2f66ca82ee699acd90e05c95e79bbf1dc986abb62b61ec8aaf851e81c93"},
- {file = "aiohttp-3.8.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0fa375b3d34e71ccccf172cab401cd94a72de7a8cc01847a7b3386204093bb47"},
- {file = "aiohttp-3.8.6-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9de50a199b7710fa2904be5a4a9b51af587ab24c8e540a7243ab737b45844543"},
- {file = "aiohttp-3.8.6-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:e1d8cb0b56b3587c5c01de3bf2f600f186da7e7b5f7353d1bf26a8ddca57f965"},
- {file = "aiohttp-3.8.6-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:8e31e9db1bee8b4f407b77fd2507337a0a80665ad7b6c749d08df595d88f1cf5"},
- {file = "aiohttp-3.8.6-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:7bc88fc494b1f0311d67f29fee6fd636606f4697e8cc793a2d912ac5b19aa38d"},
- {file = "aiohttp-3.8.6-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:ec00c3305788e04bf6d29d42e504560e159ccaf0be30c09203b468a6c1ccd3b2"},
- {file = "aiohttp-3.8.6-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:ad1407db8f2f49329729564f71685557157bfa42b48f4b93e53721a16eb813ed"},
- {file = "aiohttp-3.8.6-cp310-cp310-win32.whl", hash = "sha256:ccc360e87341ad47c777f5723f68adbb52b37ab450c8bc3ca9ca1f3e849e5fe2"},
- {file = "aiohttp-3.8.6-cp310-cp310-win_amd64.whl", hash = "sha256:93c15c8e48e5e7b89d5cb4613479d144fda8344e2d886cf694fd36db4cc86865"},
- {file = "aiohttp-3.8.6-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:6e2f9cc8e5328f829f6e1fb74a0a3a939b14e67e80832975e01929e320386b34"},
- {file = "aiohttp-3.8.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:e6a00ffcc173e765e200ceefb06399ba09c06db97f401f920513a10c803604ca"},
- {file = "aiohttp-3.8.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:41bdc2ba359032e36c0e9de5a3bd00d6fb7ea558a6ce6b70acedf0da86458321"},
- {file = "aiohttp-3.8.6-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:14cd52ccf40006c7a6cd34a0f8663734e5363fd981807173faf3a017e202fec9"},
- {file = "aiohttp-3.8.6-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2d5b785c792802e7b275c420d84f3397668e9d49ab1cb52bd916b3b3ffcf09ad"},
- {file = "aiohttp-3.8.6-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1bed815f3dc3d915c5c1e556c397c8667826fbc1b935d95b0ad680787896a358"},
- {file = "aiohttp-3.8.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:96603a562b546632441926cd1293cfcb5b69f0b4159e6077f7c7dbdfb686af4d"},
- {file = "aiohttp-3.8.6-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d76e8b13161a202d14c9584590c4df4d068c9567c99506497bdd67eaedf36403"},
- {file = "aiohttp-3.8.6-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:e3f1e3f1a1751bb62b4a1b7f4e435afcdade6c17a4fd9b9d43607cebd242924a"},
- {file = "aiohttp-3.8.6-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:76b36b3124f0223903609944a3c8bf28a599b2cc0ce0be60b45211c8e9be97f8"},
- {file = "aiohttp-3.8.6-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:a2ece4af1f3c967a4390c284797ab595a9f1bc1130ef8b01828915a05a6ae684"},
- {file = "aiohttp-3.8.6-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:16d330b3b9db87c3883e565340d292638a878236418b23cc8b9b11a054aaa887"},
- {file = "aiohttp-3.8.6-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:42c89579f82e49db436b69c938ab3e1559e5a4409eb8639eb4143989bc390f2f"},
- {file = "aiohttp-3.8.6-cp311-cp311-win32.whl", hash = "sha256:efd2fcf7e7b9d7ab16e6b7d54205beded0a9c8566cb30f09c1abe42b4e22bdcb"},
- {file = "aiohttp-3.8.6-cp311-cp311-win_amd64.whl", hash = "sha256:3b2ab182fc28e7a81f6c70bfbd829045d9480063f5ab06f6e601a3eddbbd49a0"},
- {file = "aiohttp-3.8.6-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:fdee8405931b0615220e5ddf8cd7edd8592c606a8e4ca2a00704883c396e4479"},
- {file = "aiohttp-3.8.6-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d25036d161c4fe2225d1abff2bd52c34ed0b1099f02c208cd34d8c05729882f0"},
- {file = "aiohttp-3.8.6-cp36-cp36m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5d791245a894be071d5ab04bbb4850534261a7d4fd363b094a7b9963e8cdbd31"},
- {file = "aiohttp-3.8.6-cp36-cp36m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0cccd1de239afa866e4ce5c789b3032442f19c261c7d8a01183fd956b1935349"},
- {file = "aiohttp-3.8.6-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1f13f60d78224f0dace220d8ab4ef1dbc37115eeeab8c06804fec11bec2bbd07"},
- {file = "aiohttp-3.8.6-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8a9b5a0606faca4f6cc0d338359d6fa137104c337f489cd135bb7fbdbccb1e39"},
- {file = "aiohttp-3.8.6-cp36-cp36m-musllinux_1_1_aarch64.whl", hash = "sha256:13da35c9ceb847732bf5c6c5781dcf4780e14392e5d3b3c689f6d22f8e15ae31"},
- {file = "aiohttp-3.8.6-cp36-cp36m-musllinux_1_1_i686.whl", hash = "sha256:4d4cbe4ffa9d05f46a28252efc5941e0462792930caa370a6efaf491f412bc66"},
- {file = "aiohttp-3.8.6-cp36-cp36m-musllinux_1_1_ppc64le.whl", hash = "sha256:229852e147f44da0241954fc6cb910ba074e597f06789c867cb7fb0621e0ba7a"},
- {file = "aiohttp-3.8.6-cp36-cp36m-musllinux_1_1_s390x.whl", hash = "sha256:713103a8bdde61d13490adf47171a1039fd880113981e55401a0f7b42c37d071"},
- {file = "aiohttp-3.8.6-cp36-cp36m-musllinux_1_1_x86_64.whl", hash = "sha256:45ad816b2c8e3b60b510f30dbd37fe74fd4a772248a52bb021f6fd65dff809b6"},
- {file = "aiohttp-3.8.6-cp36-cp36m-win32.whl", hash = "sha256:2b8d4e166e600dcfbff51919c7a3789ff6ca8b3ecce16e1d9c96d95dd569eb4c"},
- {file = "aiohttp-3.8.6-cp36-cp36m-win_amd64.whl", hash = "sha256:0912ed87fee967940aacc5306d3aa8ba3a459fcd12add0b407081fbefc931e53"},
- {file = "aiohttp-3.8.6-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:e2a988a0c673c2e12084f5e6ba3392d76c75ddb8ebc6c7e9ead68248101cd446"},
- {file = "aiohttp-3.8.6-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ebf3fd9f141700b510d4b190094db0ce37ac6361a6806c153c161dc6c041ccda"},
- {file = "aiohttp-3.8.6-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3161ce82ab85acd267c8f4b14aa226047a6bee1e4e6adb74b798bd42c6ae1f80"},
- {file = "aiohttp-3.8.6-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d95fc1bf33a9a81469aa760617b5971331cdd74370d1214f0b3109272c0e1e3c"},
- {file = "aiohttp-3.8.6-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c43ecfef7deaf0617cee936836518e7424ee12cb709883f2c9a1adda63cc460"},
- {file = "aiohttp-3.8.6-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ca80e1b90a05a4f476547f904992ae81eda5c2c85c66ee4195bb8f9c5fb47f28"},
- {file = "aiohttp-3.8.6-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:90c72ebb7cb3a08a7f40061079817133f502a160561d0675b0a6adf231382c92"},
- {file = "aiohttp-3.8.6-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:bb54c54510e47a8c7c8e63454a6acc817519337b2b78606c4e840871a3e15349"},
- {file = "aiohttp-3.8.6-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:de6a1c9f6803b90e20869e6b99c2c18cef5cc691363954c93cb9adeb26d9f3ae"},
- {file = "aiohttp-3.8.6-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:a3628b6c7b880b181a3ae0a0683698513874df63783fd89de99b7b7539e3e8a8"},
- {file = "aiohttp-3.8.6-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:fc37e9aef10a696a5a4474802930079ccfc14d9f9c10b4662169671ff034b7df"},
- {file = "aiohttp-3.8.6-cp37-cp37m-win32.whl", hash = "sha256:f8ef51e459eb2ad8e7a66c1d6440c808485840ad55ecc3cafefadea47d1b1ba2"},
- {file = "aiohttp-3.8.6-cp37-cp37m-win_amd64.whl", hash = "sha256:b2fe42e523be344124c6c8ef32a011444e869dc5f883c591ed87f84339de5976"},
- {file = "aiohttp-3.8.6-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:9e2ee0ac5a1f5c7dd3197de309adfb99ac4617ff02b0603fd1e65b07dc772e4b"},
- {file = "aiohttp-3.8.6-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:01770d8c04bd8db568abb636c1fdd4f7140b284b8b3e0b4584f070180c1e5c62"},
- {file = "aiohttp-3.8.6-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:3c68330a59506254b556b99a91857428cab98b2f84061260a67865f7f52899f5"},
- {file = "aiohttp-3.8.6-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:89341b2c19fb5eac30c341133ae2cc3544d40d9b1892749cdd25892bbc6ac951"},
- {file = "aiohttp-3.8.6-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:71783b0b6455ac8f34b5ec99d83e686892c50498d5d00b8e56d47f41b38fbe04"},
- {file = "aiohttp-3.8.6-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f628dbf3c91e12f4d6c8b3f092069567d8eb17814aebba3d7d60c149391aee3a"},
- {file = "aiohttp-3.8.6-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b04691bc6601ef47c88f0255043df6f570ada1a9ebef99c34bd0b72866c217ae"},
- {file = "aiohttp-3.8.6-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7ee912f7e78287516df155f69da575a0ba33b02dd7c1d6614dbc9463f43066e3"},
- {file = "aiohttp-3.8.6-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:9c19b26acdd08dd239e0d3669a3dddafd600902e37881f13fbd8a53943079dbc"},
- {file = "aiohttp-3.8.6-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:99c5ac4ad492b4a19fc132306cd57075c28446ec2ed970973bbf036bcda1bcc6"},
- {file = "aiohttp-3.8.6-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:f0f03211fd14a6a0aed2997d4b1c013d49fb7b50eeb9ffdf5e51f23cfe2c77fa"},
- {file = "aiohttp-3.8.6-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:8d399dade330c53b4106160f75f55407e9ae7505263ea86f2ccca6bfcbdb4921"},
- {file = "aiohttp-3.8.6-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:ec4fd86658c6a8964d75426517dc01cbf840bbf32d055ce64a9e63a40fd7b771"},
- {file = "aiohttp-3.8.6-cp38-cp38-win32.whl", hash = "sha256:33164093be11fcef3ce2571a0dccd9041c9a93fa3bde86569d7b03120d276c6f"},
- {file = "aiohttp-3.8.6-cp38-cp38-win_amd64.whl", hash = "sha256:bdf70bfe5a1414ba9afb9d49f0c912dc524cf60141102f3a11143ba3d291870f"},
- {file = "aiohttp-3.8.6-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:d52d5dc7c6682b720280f9d9db41d36ebe4791622c842e258c9206232251ab2b"},
- {file = "aiohttp-3.8.6-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:4ac39027011414dbd3d87f7edb31680e1f430834c8cef029f11c66dad0670aa5"},
- {file = "aiohttp-3.8.6-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3f5c7ce535a1d2429a634310e308fb7d718905487257060e5d4598e29dc17f0b"},
- {file = "aiohttp-3.8.6-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b30e963f9e0d52c28f284d554a9469af073030030cef8693106d918b2ca92f54"},
- {file = "aiohttp-3.8.6-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:918810ef188f84152af6b938254911055a72e0f935b5fbc4c1a4ed0b0584aed1"},
- {file = "aiohttp-3.8.6-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:002f23e6ea8d3dd8d149e569fd580c999232b5fbc601c48d55398fbc2e582e8c"},
- {file = "aiohttp-3.8.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4fcf3eabd3fd1a5e6092d1242295fa37d0354b2eb2077e6eb670accad78e40e1"},
- {file = "aiohttp-3.8.6-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:255ba9d6d5ff1a382bb9a578cd563605aa69bec845680e21c44afc2670607a95"},
- {file = "aiohttp-3.8.6-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:d67f8baed00870aa390ea2590798766256f31dc5ed3ecc737debb6e97e2ede78"},
- {file = "aiohttp-3.8.6-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:86f20cee0f0a317c76573b627b954c412ea766d6ada1a9fcf1b805763ae7feeb"},
- {file = "aiohttp-3.8.6-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:39a312d0e991690ccc1a61f1e9e42daa519dcc34ad03eb6f826d94c1190190dd"},
- {file = "aiohttp-3.8.6-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:e827d48cf802de06d9c935088c2924e3c7e7533377d66b6f31ed175c1620e05e"},
- {file = "aiohttp-3.8.6-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:bd111d7fc5591ddf377a408ed9067045259ff2770f37e2d94e6478d0f3fc0c17"},
- {file = "aiohttp-3.8.6-cp39-cp39-win32.whl", hash = "sha256:caf486ac1e689dda3502567eb89ffe02876546599bbf915ec94b1fa424eeffd4"},
- {file = "aiohttp-3.8.6-cp39-cp39-win_amd64.whl", hash = "sha256:3f0e27e5b733803333bb2371249f41cf42bae8884863e8e8965ec69bebe53132"},
- {file = "aiohttp-3.8.6.tar.gz", hash = "sha256:b0cf2a4501bff9330a8a5248b4ce951851e415bdcce9dc158e76cfd55e15085c"},
+ {file = "aiohttp-3.9.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e1f80197f8b0b846a8d5cf7b7ec6084493950d0882cc5537fb7b96a69e3c8590"},
+ {file = "aiohttp-3.9.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c72444d17777865734aa1a4d167794c34b63e5883abb90356a0364a28904e6c0"},
+ {file = "aiohttp-3.9.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9b05d5cbe9dafcdc733262c3a99ccf63d2f7ce02543620d2bd8db4d4f7a22f83"},
+ {file = "aiohttp-3.9.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5c4fa235d534b3547184831c624c0b7c1e262cd1de847d95085ec94c16fddcd5"},
+ {file = "aiohttp-3.9.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:289ba9ae8e88d0ba16062ecf02dd730b34186ea3b1e7489046fc338bdc3361c4"},
+ {file = "aiohttp-3.9.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bff7e2811814fa2271be95ab6e84c9436d027a0e59665de60edf44e529a42c1f"},
+ {file = "aiohttp-3.9.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:81b77f868814346662c96ab36b875d7814ebf82340d3284a31681085c051320f"},
+ {file = "aiohttp-3.9.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3b9c7426923bb7bd66d409da46c41e3fb40f5caf679da624439b9eba92043fa6"},
+ {file = "aiohttp-3.9.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:8d44e7bf06b0c0a70a20f9100af9fcfd7f6d9d3913e37754c12d424179b4e48f"},
+ {file = "aiohttp-3.9.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:22698f01ff5653fe66d16ffb7658f582a0ac084d7da1323e39fd9eab326a1f26"},
+ {file = "aiohttp-3.9.1-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:ca7ca5abfbfe8d39e653870fbe8d7710be7a857f8a8386fc9de1aae2e02ce7e4"},
+ {file = "aiohttp-3.9.1-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:8d7f98fde213f74561be1d6d3fa353656197f75d4edfbb3d94c9eb9b0fc47f5d"},
+ {file = "aiohttp-3.9.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:5216b6082c624b55cfe79af5d538e499cd5f5b976820eac31951fb4325974501"},
+ {file = "aiohttp-3.9.1-cp310-cp310-win32.whl", hash = "sha256:0e7ba7ff228c0d9a2cd66194e90f2bca6e0abca810b786901a569c0de082f489"},
+ {file = "aiohttp-3.9.1-cp310-cp310-win_amd64.whl", hash = "sha256:c7e939f1ae428a86e4abbb9a7c4732bf4706048818dfd979e5e2839ce0159f23"},
+ {file = "aiohttp-3.9.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:df9cf74b9bc03d586fc53ba470828d7b77ce51b0582d1d0b5b2fb673c0baa32d"},
+ {file = "aiohttp-3.9.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ecca113f19d5e74048c001934045a2b9368d77b0b17691d905af18bd1c21275e"},
+ {file = "aiohttp-3.9.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:8cef8710fb849d97c533f259103f09bac167a008d7131d7b2b0e3a33269185c0"},
+ {file = "aiohttp-3.9.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bea94403a21eb94c93386d559bce297381609153e418a3ffc7d6bf772f59cc35"},
+ {file = "aiohttp-3.9.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:91c742ca59045dce7ba76cab6e223e41d2c70d79e82c284a96411f8645e2afff"},
+ {file = "aiohttp-3.9.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6c93b7c2e52061f0925c3382d5cb8980e40f91c989563d3d32ca280069fd6a87"},
+ {file = "aiohttp-3.9.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ee2527134f95e106cc1653e9ac78846f3a2ec1004cf20ef4e02038035a74544d"},
+ {file = "aiohttp-3.9.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:11ff168d752cb41e8492817e10fb4f85828f6a0142b9726a30c27c35a1835f01"},
+ {file = "aiohttp-3.9.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:b8c3a67eb87394386847d188996920f33b01b32155f0a94f36ca0e0c635bf3e3"},
+ {file = "aiohttp-3.9.1-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:c7b5d5d64e2a14e35a9240b33b89389e0035e6de8dbb7ffa50d10d8b65c57449"},
+ {file = "aiohttp-3.9.1-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:69985d50a2b6f709412d944ffb2e97d0be154ea90600b7a921f95a87d6f108a2"},
+ {file = "aiohttp-3.9.1-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:c9110c06eaaac7e1f5562caf481f18ccf8f6fdf4c3323feab28a93d34cc646bd"},
+ {file = "aiohttp-3.9.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:d737e69d193dac7296365a6dcb73bbbf53bb760ab25a3727716bbd42022e8d7a"},
+ {file = "aiohttp-3.9.1-cp311-cp311-win32.whl", hash = "sha256:4ee8caa925aebc1e64e98432d78ea8de67b2272252b0a931d2ac3bd876ad5544"},
+ {file = "aiohttp-3.9.1-cp311-cp311-win_amd64.whl", hash = "sha256:a34086c5cc285be878622e0a6ab897a986a6e8bf5b67ecb377015f06ed316587"},
+ {file = "aiohttp-3.9.1-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:f800164276eec54e0af5c99feb9494c295118fc10a11b997bbb1348ba1a52065"},
+ {file = "aiohttp-3.9.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:500f1c59906cd142d452074f3811614be04819a38ae2b3239a48b82649c08821"},
+ {file = "aiohttp-3.9.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:0b0a6a36ed7e164c6df1e18ee47afbd1990ce47cb428739d6c99aaabfaf1b3af"},
+ {file = "aiohttp-3.9.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:69da0f3ed3496808e8cbc5123a866c41c12c15baaaead96d256477edf168eb57"},
+ {file = "aiohttp-3.9.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:176df045597e674fa950bf5ae536be85699e04cea68fa3a616cf75e413737eb5"},
+ {file = "aiohttp-3.9.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b796b44111f0cab6bbf66214186e44734b5baab949cb5fb56154142a92989aeb"},
+ {file = "aiohttp-3.9.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f27fdaadce22f2ef950fc10dcdf8048407c3b42b73779e48a4e76b3c35bca26c"},
+ {file = "aiohttp-3.9.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bcb6532b9814ea7c5a6a3299747c49de30e84472fa72821b07f5a9818bce0f66"},
+ {file = "aiohttp-3.9.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:54631fb69a6e44b2ba522f7c22a6fb2667a02fd97d636048478db2fd8c4e98fe"},
+ {file = "aiohttp-3.9.1-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:4b4c452d0190c5a820d3f5c0f3cd8a28ace48c54053e24da9d6041bf81113183"},
+ {file = "aiohttp-3.9.1-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:cae4c0c2ca800c793cae07ef3d40794625471040a87e1ba392039639ad61ab5b"},
+ {file = "aiohttp-3.9.1-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:565760d6812b8d78d416c3c7cfdf5362fbe0d0d25b82fed75d0d29e18d7fc30f"},
+ {file = "aiohttp-3.9.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:54311eb54f3a0c45efb9ed0d0a8f43d1bc6060d773f6973efd90037a51cd0a3f"},
+ {file = "aiohttp-3.9.1-cp312-cp312-win32.whl", hash = "sha256:85c3e3c9cb1d480e0b9a64c658cd66b3cfb8e721636ab8b0e746e2d79a7a9eed"},
+ {file = "aiohttp-3.9.1-cp312-cp312-win_amd64.whl", hash = "sha256:11cb254e397a82efb1805d12561e80124928e04e9c4483587ce7390b3866d213"},
+ {file = "aiohttp-3.9.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:8a22a34bc594d9d24621091d1b91511001a7eea91d6652ea495ce06e27381f70"},
+ {file = "aiohttp-3.9.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:598db66eaf2e04aa0c8900a63b0101fdc5e6b8a7ddd805c56d86efb54eb66672"},
+ {file = "aiohttp-3.9.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:2c9376e2b09895c8ca8b95362283365eb5c03bdc8428ade80a864160605715f1"},
+ {file = "aiohttp-3.9.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:41473de252e1797c2d2293804e389a6d6986ef37cbb4a25208de537ae32141dd"},
+ {file = "aiohttp-3.9.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9c5857612c9813796960c00767645cb5da815af16dafb32d70c72a8390bbf690"},
+ {file = "aiohttp-3.9.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ffcd828e37dc219a72c9012ec44ad2e7e3066bec6ff3aaa19e7d435dbf4032ca"},
+ {file = "aiohttp-3.9.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:219a16763dc0294842188ac8a12262b5671817042b35d45e44fd0a697d8c8361"},
+ {file = "aiohttp-3.9.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f694dc8a6a3112059258a725a4ebe9acac5fe62f11c77ac4dcf896edfa78ca28"},
+ {file = "aiohttp-3.9.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:bcc0ea8d5b74a41b621ad4a13d96c36079c81628ccc0b30cfb1603e3dfa3a014"},
+ {file = "aiohttp-3.9.1-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:90ec72d231169b4b8d6085be13023ece8fa9b1bb495e4398d847e25218e0f431"},
+ {file = "aiohttp-3.9.1-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:cf2a0ac0615842b849f40c4d7f304986a242f1e68286dbf3bd7a835e4f83acfd"},
+ {file = "aiohttp-3.9.1-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:0e49b08eafa4f5707ecfb321ab9592717a319e37938e301d462f79b4e860c32a"},
+ {file = "aiohttp-3.9.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:2c59e0076ea31c08553e868cec02d22191c086f00b44610f8ab7363a11a5d9d8"},
+ {file = "aiohttp-3.9.1-cp38-cp38-win32.whl", hash = "sha256:4831df72b053b1eed31eb00a2e1aff6896fb4485301d4ccb208cac264b648db4"},
+ {file = "aiohttp-3.9.1-cp38-cp38-win_amd64.whl", hash = "sha256:3135713c5562731ee18f58d3ad1bf41e1d8883eb68b363f2ffde5b2ea4b84cc7"},
+ {file = "aiohttp-3.9.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:cfeadf42840c1e870dc2042a232a8748e75a36b52d78968cda6736de55582766"},
+ {file = "aiohttp-3.9.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:70907533db712f7aa791effb38efa96f044ce3d4e850e2d7691abd759f4f0ae0"},
+ {file = "aiohttp-3.9.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:cdefe289681507187e375a5064c7599f52c40343a8701761c802c1853a504558"},
+ {file = "aiohttp-3.9.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d7481f581251bb5558ba9f635db70908819caa221fc79ee52a7f58392778c636"},
+ {file = "aiohttp-3.9.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:49f0c1b3c2842556e5de35f122fc0f0b721334ceb6e78c3719693364d4af8499"},
+ {file = "aiohttp-3.9.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0d406b01a9f5a7e232d1b0d161b40c05275ffbcbd772dc18c1d5a570961a1ca4"},
+ {file = "aiohttp-3.9.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8d8e4450e7fe24d86e86b23cc209e0023177b6d59502e33807b732d2deb6975f"},
+ {file = "aiohttp-3.9.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3c0266cd6f005e99f3f51e583012de2778e65af6b73860038b968a0a8888487a"},
+ {file = "aiohttp-3.9.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:ab221850108a4a063c5b8a70f00dd7a1975e5a1713f87f4ab26a46e5feac5a0e"},
+ {file = "aiohttp-3.9.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:c88a15f272a0ad3d7773cf3a37cc7b7d077cbfc8e331675cf1346e849d97a4e5"},
+ {file = "aiohttp-3.9.1-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:237533179d9747080bcaad4d02083ce295c0d2eab3e9e8ce103411a4312991a0"},
+ {file = "aiohttp-3.9.1-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:02ab6006ec3c3463b528374c4cdce86434e7b89ad355e7bf29e2f16b46c7dd6f"},
+ {file = "aiohttp-3.9.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:04fa38875e53eb7e354ece1607b1d2fdee2d175ea4e4d745f6ec9f751fe20c7c"},
+ {file = "aiohttp-3.9.1-cp39-cp39-win32.whl", hash = "sha256:82eefaf1a996060602f3cc1112d93ba8b201dbf5d8fd9611227de2003dddb3b7"},
+ {file = "aiohttp-3.9.1-cp39-cp39-win_amd64.whl", hash = "sha256:9b05d33ff8e6b269e30a7957bd3244ffbce2a7a35a81b81c382629b80af1a8bf"},
+ {file = "aiohttp-3.9.1.tar.gz", hash = "sha256:8fc49a87ac269d4529da45871e2ffb6874e87779c3d0e2ccd813c0899221239d"},
]
[package.dependencies]
aiosignal = ">=1.1.2"
-async-timeout = ">=4.0.0a3,<5.0"
+async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
attrs = ">=17.3.0"
-charset-normalizer = ">=2.0,<4.0"
frozenlist = ">=1.1.1"
multidict = ">=4.5,<7.0"
yarl = ">=1.0,<2.0"
[package.extras]
-speedups = ["Brotli", "aiodns", "cchardet"]
+speedups = ["Brotli", "aiodns", "brotlicffi"]
[[package]]
name = "aiosignal"
@@ -235,13 +223,13 @@ uvloop = ["uvloop (>=0.15.2)"]
[[package]]
name = "certifi"
-version = "2023.7.22"
+version = "2023.11.17"
description = "Python package for providing Mozilla's CA Bundle."
optional = false
python-versions = ">=3.6"
files = [
- {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
- {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
+ {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
+ {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
]
[[package]]
@@ -423,19 +411,19 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
[[package]]
name = "cohere"
-version = "4.34"
-description = ""
+version = "4.37"
+description = "Python SDK for the Cohere API"
optional = false
-python-versions = ">=3.7,<4.0"
+python-versions = ">=3.8,<4.0"
files = [
- {file = "cohere-4.34-py3-none-any.whl", hash = "sha256:1003b27f1eefe83be9d9c4b76fbd0949bdb4bd30aaaebb53534d77291da5f02d"},
- {file = "cohere-4.34.tar.gz", hash = "sha256:597bb4ea490a8873ba8166b1bd491380595f4bc22b9e1ff8b3bbe3a4e6fd74bb"},
+ {file = "cohere-4.37-py3-none-any.whl", hash = "sha256:f3fad3a0f8d86761d4de851dfd2233a1e5c7634a024102212d850bde9c9bb031"},
+ {file = "cohere-4.37.tar.gz", hash = "sha256:788021d9d992c6c31d1985d95cccb277c7265882c4acd7a49b3e47da77b4bec8"},
]
[package.dependencies]
aiohttp = ">=3.0,<4.0"
backoff = ">=2.0,<3.0"
-fastavro = {version = "1.8.2", markers = "python_version >= \"3.8\""}
+fastavro = ">=1.8,<2.0"
importlib_metadata = ">=6.0,<7.0"
requests = ">=2.25.0,<3.0.0"
urllib3 = ">=1.26,<3"
@@ -575,13 +563,13 @@ files = [
[[package]]
name = "exceptiongroup"
-version = "1.1.3"
+version = "1.2.0"
description = "Backport of PEP 654 (exception groups)"
optional = false
python-versions = ">=3.7"
files = [
- {file = "exceptiongroup-1.1.3-py3-none-any.whl", hash = "sha256:343280667a4585d195ca1cf9cef84a4e178c4b6cf2274caef9859782b567d5e3"},
- {file = "exceptiongroup-1.1.3.tar.gz", hash = "sha256:097acd85d473d75af5bb98e41b61ff7fe35efe6675e4f9370ec6ec5126d160e9"},
+ {file = "exceptiongroup-1.2.0-py3-none-any.whl", hash = "sha256:4bfd3996ac73b41e9b9628b04e079f193850720ea5945fc96a08633c66912f14"},
+ {file = "exceptiongroup-1.2.0.tar.gz", hash = "sha256:91f5c769735f051a4290d52edd0858999b57e5876e9f85937691bd4c9fa3ed68"},
]
[package.extras]
@@ -603,42 +591,48 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
[[package]]
name = "fastavro"
-version = "1.8.2"
+version = "1.9.0"
description = "Fast read/write of AVRO files"
optional = false
python-versions = ">=3.8"
files = [
- {file = "fastavro-1.8.2-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:0e08964b2e9a455d831f2557402a683d4c4d45206f2ab9ade7c69d3dc14e0e58"},
- {file = "fastavro-1.8.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:401a70b1e5c7161420c6019e0c8afa88f7c8a373468591f5ec37639a903c2509"},
- {file = "fastavro-1.8.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eef1ed3eaa4240c05698d02d8d0c010b9a03780eda37b492da6cd4c9d37e04ec"},
- {file = "fastavro-1.8.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:543185a672ff6306beb329b57a7b8a3a2dd1eb21a5ccc530150623d58d48bb98"},
- {file = "fastavro-1.8.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:ffbf8bae1edb50fe7beeffc3afa8e684686550c2e5d31bf01c25cfa213f581e1"},
- {file = "fastavro-1.8.2-cp310-cp310-win_amd64.whl", hash = "sha256:bb545eb9d876bc7b785e27e98e7720ada7eee7d7a1729798d2ed51517f13500a"},
- {file = "fastavro-1.8.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:2b837d3038c651046252bc92c1b9899bf21c7927a148a1ff89599c36c2a331ca"},
- {file = "fastavro-1.8.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d3510e96c0a47e4e914bd1a29c954eb662bfa24849ad92e597cb97cc79f21af7"},
- {file = "fastavro-1.8.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ccc0e74f2c2ab357f39bb73d67fcdb6dc10e23fdbbd399326139f72ec0fb99a3"},
- {file = "fastavro-1.8.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:add51c70d0ab1175601c75cd687bbe9d16ae312cd8899b907aafe0d79ee2bc1d"},
- {file = "fastavro-1.8.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:d9e2662f57e6453e9a2c9fb4f54b2a9e62e3e46f5a412ac00558112336d23883"},
- {file = "fastavro-1.8.2-cp311-cp311-win_amd64.whl", hash = "sha256:fea75cf53a93c56dd56e68abce8d314ef877b27451c870cd7ede7582d34c08a7"},
- {file = "fastavro-1.8.2-cp38-cp38-macosx_11_0_x86_64.whl", hash = "sha256:f489020bb8664c2737c03457ad5dbd490579ddab6f0a7b5c17fecfe982715a89"},
- {file = "fastavro-1.8.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a547625c138efd5e61300119241041906ee8cb426fc7aa789900f87af7ed330d"},
- {file = "fastavro-1.8.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:53beb458f30c9ad4aa7bff4a42243ff990ffb713b6ce0cd9b360cbc3d648fe52"},
- {file = "fastavro-1.8.2-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:7b1b2cbd2dd851452306beed0ab9bdaeeab1cc8ad46f84b47cd81eeaff6dd6b8"},
- {file = "fastavro-1.8.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:d29e9baee0b2f37ecd09bde3b487cf900431fd548c85be3e4fe1b9a0b2a917f1"},
- {file = "fastavro-1.8.2-cp38-cp38-win_amd64.whl", hash = "sha256:66e132c710663230292bc63e2cb79cf95b16ccb94a5fc99bb63694b24e312fc5"},
- {file = "fastavro-1.8.2-cp39-cp39-macosx_11_0_x86_64.whl", hash = "sha256:38aca63ce604039bcdf2edd14912d00287bdbf8b76f9aa42b28e6ca0bf950092"},
- {file = "fastavro-1.8.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9787835f6449ee94713e7993a700432fce3763024791ffa8a58dc91ef9d1f950"},
- {file = "fastavro-1.8.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:536cb448bc83811056be02749fd9df37a69621678f02597d272970a769e9b40c"},
- {file = "fastavro-1.8.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:e9d5027cf7d9968f8f819958b41bfedb933323ea6d6a0485eefacaa1afd91f54"},
- {file = "fastavro-1.8.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:792adfc0c80c7f1109e0ab4b0decef20691fdf0a45091d397a0563872eb56d42"},
- {file = "fastavro-1.8.2-cp39-cp39-win_amd64.whl", hash = "sha256:650b22766259f7dd7519dfa4e4658f0e233c319efa130b9cf0c36a500e09cc57"},
- {file = "fastavro-1.8.2.tar.gz", hash = "sha256:ab9d9226d4b66b6b3d0661a57cd45259b0868fed1c0cd4fac95249b9e0973320"},
+ {file = "fastavro-1.9.0-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:00826f295f290ba95f1f68d5c36970b4db7f9245a1b1a33dd9d464a382733894"},
+ {file = "fastavro-1.9.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3ff7ac97cfe07ad90fdcca3ea90b14461ba8831bc45f02e13440b6c634f291c8"},
+ {file = "fastavro-1.9.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8c251e7122b436458b8e1151c0613d6dac2b5edb6acbbc35de3b4c5f6ebb80b7"},
+ {file = "fastavro-1.9.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:35a32f5d33f91fcb7e8daf7afc82a75c8d7c774cf4d93937b2ad487d28f3f707"},
+ {file = "fastavro-1.9.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:228e7c525ff15a9f21f1adb2097ec87888933ef5c8a682c2f1d5d83796e4dd42"},
+ {file = "fastavro-1.9.0-cp310-cp310-win_amd64.whl", hash = "sha256:d694bb1c2b20f1703bcb698a74f58f0f503eda8f49cb6d46209c8f3715098348"},
+ {file = "fastavro-1.9.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:0f044b71d8b0ba6bbd6166be6836c3caeadd26eeaabee70b6ac7c6a9b884f6bf"},
+ {file = "fastavro-1.9.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:172d6d5c186ba51ec6eaa98eaaadc8e859b5a56862ae724413424a858619da7f"},
+ {file = "fastavro-1.9.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:07dee19dcc2797a8cb1b410d9e65febb55af2a18d9a7b85465b039d4276b9a29"},
+ {file = "fastavro-1.9.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:83402b450f718b690ebd88f1df2ea70609f1192bed1498308d29ac737e992391"},
+ {file = "fastavro-1.9.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:b3704847d79377a5b4252ccf6d3a391497cdb8f57017cde2613f92f5274d6261"},
+ {file = "fastavro-1.9.0-cp311-cp311-win_amd64.whl", hash = "sha256:602492ea0c458020cd19138ff2b9e97aa187ae01c290183dd9bbb7ff2d2e83c4"},
+ {file = "fastavro-1.9.0-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:1cea6c2508dfb06d65cddb5b90bd6a79d3e481f1d80adc5f6ce6e3dacb4a8773"},
+ {file = "fastavro-1.9.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8629d4367373db7d195672834c59c86e2642172bbebd5ec6d83797b39ac4ef01"},
+ {file = "fastavro-1.9.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f45dfc29de276b509c8dbbfa6076ba6562be055c877928d4ffa1cf35b8ec59dc"},
+ {file = "fastavro-1.9.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:cc3b2de071e4d6de19974ffd328e63f7c85de2348d614222238fda2b35578b63"},
+ {file = "fastavro-1.9.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:a0d2570052b4e2d7b46bec4cd74c8b12d8e21cd151f5bfc837da990cb62385c5"},
+ {file = "fastavro-1.9.0-cp312-cp312-win_amd64.whl", hash = "sha256:718e5df505029269e7a80afdd7e5f196d24f1473ad47eea41061ce630609f80e"},
+ {file = "fastavro-1.9.0-cp38-cp38-macosx_11_0_x86_64.whl", hash = "sha256:6cebcc09c932931e3084c96fe2c666c9cfc8c4043520651fbfeb58575edeb7da"},
+ {file = "fastavro-1.9.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb7e3a058a169d2c8bd19dfcbc7ae14c879750ce49fbaf3c436af683991f7eae"},
+ {file = "fastavro-1.9.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c5af71895a01618c98ae7c563ee75b18f721d8a66324d66613bd2fcd8b2f8ac9"},
+ {file = "fastavro-1.9.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:db30121ce34f5a0a4c368504a5e2df05449382e8d4918c0b43058ffb1d31d723"},
+ {file = "fastavro-1.9.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:48d9214982c0c0f29e583df11781dc6884e8f3f3336b97991c6e7587f509a02b"},
+ {file = "fastavro-1.9.0-cp38-cp38-win_amd64.whl", hash = "sha256:3d4a71d39760de455dbe0b2121ea1bbd85fc851e8bab2970d9e9d6d8825277d2"},
+ {file = "fastavro-1.9.0-cp39-cp39-macosx_11_0_x86_64.whl", hash = "sha256:f803c33f4fd4e3bfc17bbdbf3c036fbcb92a1f8e6bd19a035800518479ce6b36"},
+ {file = "fastavro-1.9.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:00361ea6d5a46813f3758511153fed9698308cae175500ff62562893d3570156"},
+ {file = "fastavro-1.9.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:44fc998387271d57d0e3b29c30049ba903d2aead9471b12c20725284d60dd57e"},
+ {file = "fastavro-1.9.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:52e7df50431c21543682afd0ca95c40569c49e4c4599dcb78343f7c24fda6145"},
+ {file = "fastavro-1.9.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:215f40921d3f1f229cea89af25533e7be3fde16dd85c55436c15fb1ad067b486"},
+ {file = "fastavro-1.9.0-cp39-cp39-win_amd64.whl", hash = "sha256:0c046ed9759d1100df59dc18452901253cff5a37d9e8e8701d0102116c3202cb"},
+ {file = "fastavro-1.9.0.tar.gz", hash = "sha256:71aad82b17442dc41223f8351b9f28a60dd877a8e5a7525eaf6342f45f6d23e1"},
]
[package.extras]
-codecs = ["lz4", "python-snappy", "zstandard"]
+codecs = ["cramjam", "lz4", "zstandard"]
lz4 = ["lz4"]
-snappy = ["python-snappy"]
+snappy = ["cramjam"]
zstandard = ["zstandard"]
[[package]]
@@ -713,31 +707,31 @@ files = [
[[package]]
name = "idna"
-version = "3.4"
+version = "3.6"
description = "Internationalized Domain Names in Applications (IDNA)"
optional = false
python-versions = ">=3.5"
files = [
- {file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
- {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+ {file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"},
+ {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
]
[[package]]
name = "importlib-metadata"
-version = "6.8.0"
+version = "6.9.0"
description = "Read metadata from Python packages"
optional = false
python-versions = ">=3.8"
files = [
- {file = "importlib_metadata-6.8.0-py3-none-any.whl", hash = "sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb"},
- {file = "importlib_metadata-6.8.0.tar.gz", hash = "sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743"},
+ {file = "importlib_metadata-6.9.0-py3-none-any.whl", hash = "sha256:1c8dc6839ddc9771412596926f24cb5a553bbd40624ee2c7e55e531542bed3b8"},
+ {file = "importlib_metadata-6.9.0.tar.gz", hash = "sha256:e8acb523c335a91822674e149b46c0399ec4d328c4d1f6e49c273da5ff0201b9"},
]
[package.dependencies]
zipp = ">=0.5"
[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
perf = ["ipython"]
testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
@@ -754,13 +748,13 @@ files = [
[[package]]
name = "ipykernel"
-version = "6.26.0"
+version = "6.27.1"
description = "IPython Kernel for Jupyter"
optional = false
python-versions = ">=3.8"
files = [
- {file = "ipykernel-6.26.0-py3-none-any.whl", hash = "sha256:3ba3dc97424b87b31bb46586b5167b3161b32d7820b9201a9e698c71e271602c"},
- {file = "ipykernel-6.26.0.tar.gz", hash = "sha256:553856658eb8430bbe9653ea041a41bff63e9606fc4628873fc92a6cf3abd404"},
+ {file = "ipykernel-6.27.1-py3-none-any.whl", hash = "sha256:dab88b47f112f9f7df62236511023c9bdeef67abc73af7c652e4ce4441601686"},
+ {file = "ipykernel-6.27.1.tar.gz", hash = "sha256:7d5d594b6690654b4d299edba5e872dc17bb7396a8d0609c97cb7b8a1c605de6"},
]
[package.dependencies]
@@ -787,24 +781,23 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
[[package]]
name = "ipython"
-version = "8.17.2"
+version = "8.18.1"
description = "IPython: Productive Interactive Computing"
optional = false
python-versions = ">=3.9"
files = [
- {file = "ipython-8.17.2-py3-none-any.whl", hash = "sha256:1e4d1d666a023e3c93585ba0d8e962867f7a111af322efff6b9c58062b3e5444"},
- {file = "ipython-8.17.2.tar.gz", hash = "sha256:126bb57e1895594bb0d91ea3090bbd39384f6fe87c3d57fd558d0670f50339bb"},
+ {file = "ipython-8.18.1-py3-none-any.whl", hash = "sha256:e8267419d72d81955ec1177f8a29aaa90ac80ad647499201119e2f05e99aa397"},
+ {file = "ipython-8.18.1.tar.gz", hash = "sha256:ca6f079bb33457c66e233e4580ebfc4128855b4cf6370dddd73842a9563e8a27"},
]
[package.dependencies]
-appnope = {version = "*", markers = "sys_platform == \"darwin\""}
colorama = {version = "*", markers = "sys_platform == \"win32\""}
decorator = "*"
exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
jedi = ">=0.16"
matplotlib-inline = "*"
pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
-prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
+prompt-toolkit = ">=3.0.41,<3.1.0"
pygments = ">=2.4.0"
stack-data = "*"
traitlets = ">=5"
@@ -841,6 +834,17 @@ docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alab
qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+[[package]]
+name = "joblib"
+version = "1.3.2"
+description = "Lightweight pipelining with Python functions"
+optional = false
+python-versions = ">=3.7"
+files = [
+ {file = "joblib-1.3.2-py3-none-any.whl", hash = "sha256:ef4331c65f239985f3f2220ecc87db222f08fd22097a3dd5698f693875f8cbb9"},
+ {file = "joblib-1.3.2.tar.gz", hash = "sha256:92f865e621e17784e7955080b6d042489e3b8e294949cc44c6eac304f59772b1"},
+]
+
[[package]]
name = "jupyter-client"
version = "8.6.0"
@@ -897,6 +901,50 @@ files = [
[package.dependencies]
traitlets = "*"
+[[package]]
+name = "mmh3"
+version = "3.1.0"
+description = "Python wrapper for MurmurHash (MurmurHash3), a set of fast and robust hash functions."
+optional = false
+python-versions = "*"
+files = [
+ {file = "mmh3-3.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:16ee043b1bac040b4324b8baee39df9fdca480a560a6d74f2eef66a5009a234e"},
+ {file = "mmh3-3.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:04ac865319e5b36148a4b6cdf27f8bda091c47c4ab7b355d7f353dfc2b8a3cce"},
+ {file = "mmh3-3.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9e751f5433417a21c2060b0efa1afc67cfbe29977c867336148c8edb086fae70"},
+ {file = "mmh3-3.1.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bdb863b89c1b34e3681d4a3b15d424734940eb8036f3457cb35ef34fb87a503c"},
+ {file = "mmh3-3.1.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1230930fbf2faec4ddf5b76d0768ae73c102de173c301962bdd468177275adf9"},
+ {file = "mmh3-3.1.0-cp310-cp310-win32.whl", hash = "sha256:b8ed7a2361718795a1b519a08d05f44947a20b27e202b53946561a00dde669c1"},
+ {file = "mmh3-3.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:29e878e7467a000f34ab68c218ad7ad81312c0a94bc10df3c50a48bcad39dd83"},
+ {file = "mmh3-3.1.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c271472325b70d64a4fbb1f2e964ca5b093ac10258e1390f8408890b065868fe"},
+ {file = "mmh3-3.1.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:0109320f7e0e262123ff4f1acd06acfbc8b3bf19cc13d98c0bc369264430aaeb"},
+ {file = "mmh3-3.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:524e29dfe66499695f9496edcfc96782d130aabd6ba12c50c72372163cc6f3ea"},
+ {file = "mmh3-3.1.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:66bdb06a03074e65e614da1aa199b1d16c90608bec9d8fc3faa81d887ffe93cc"},
+ {file = "mmh3-3.1.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2a4d471eb75df8320061ab3b8cbe11c970be9f116b01bc2222ebda9c0a777520"},
+ {file = "mmh3-3.1.0-cp311-cp311-win32.whl", hash = "sha256:a886d9ce995a4bdfd7a600ddf61b9015cccbc73c50b898f8ff3c78af24384710"},
+ {file = "mmh3-3.1.0-cp311-cp311-win_amd64.whl", hash = "sha256:5edb5ac882c04aff8a2a18ae8b74a0c339ac9b83db9820d8456f518bb558e0d8"},
+ {file = "mmh3-3.1.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:190fd10981fbd6c67e10ce3b56bcc021562c0df0fee2e2864347d64e65b1783a"},
+ {file = "mmh3-3.1.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cd781b115cf649811cfde76368c33d2e553b6f88bb41131c314f30d8e65e9d24"},
+ {file = "mmh3-3.1.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f48bb0a867077acc1f548591ad49506389f36d18f36dccd10becf071e5cbdda4"},
+ {file = "mmh3-3.1.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7d0936a82438e340636a11b9a938378870fc1c7a139632dac09a9a9277351704"},
+ {file = "mmh3-3.1.0-cp37-cp37m-win32.whl", hash = "sha256:d196cc035c2238493248522ae4e54c3cb790549b1564f6dea4d88dfe4b326313"},
+ {file = "mmh3-3.1.0-cp37-cp37m-win_amd64.whl", hash = "sha256:731d37f089b6c212fab1beea24e673161146eb6c76baf9ac074a3424d1172d41"},
+ {file = "mmh3-3.1.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:9977fb81f8c66f4eee8439734a18dba7826fe78723d15ab53f42db977005be0f"},
+ {file = "mmh3-3.1.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:bf4f3f20a8b8405c08b13bc9e4ac33bf55129b50b535cd07ce1891b7f96326ac"},
+ {file = "mmh3-3.1.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:87cdbc6e70099ad92f17a28b4054ffb1938657e8fb7c1e4e03b194a1b4683fd6"},
+ {file = "mmh3-3.1.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6dd81321d14f62aa3711f30533c85a74dc7596e0fee63c8eddd375bc92ab846c"},
+ {file = "mmh3-3.1.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2e6eba88e5c1a2778f3de00a9502e3c214ebb757337ece2a7d71e060d188ddfa"},
+ {file = "mmh3-3.1.0-cp38-cp38-win32.whl", hash = "sha256:d91e696925f208d28f3bb7bdf29815524ce955248276af256519bd3538c411ce"},
+ {file = "mmh3-3.1.0-cp38-cp38-win_amd64.whl", hash = "sha256:cbc2917df568aeb86ec5aa863bfb20fa14e01039cbdce7650efbabc30960df49"},
+ {file = "mmh3-3.1.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:3b22832d565128be83d69f5d49243bb567840a954df377c9f5b26646a6eec39b"},
+ {file = "mmh3-3.1.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:ced92a0e285a9111413541c197b0c17d280cee96f7c564b258caf5de5ab8ee01"},
+ {file = "mmh3-3.1.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f906833753b4ddcb690c2c1b74e77725868bc3a8b762b7a77737d08be89ae41d"},
+ {file = "mmh3-3.1.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:72b5685832a7a87a55ebff481794bc410484d7bd4c5e80dae4d8ac50739138ef"},
+ {file = "mmh3-3.1.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8d2aa4d422c7c088bbc5d367b45431268ebe6742a0a64eade93fab708e25757c"},
+ {file = "mmh3-3.1.0-cp39-cp39-win32.whl", hash = "sha256:4459bec818f534dc8378568ad89ab310ff47cda3e00ab322edce48dd899bba32"},
+ {file = "mmh3-3.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:03e04b3480e71828f48d17653451a3286555f0534942cb6ba93065b10ad5f9dc"},
+ {file = "mmh3-3.1.0.tar.gz", hash = "sha256:9b0f2b2ab4a915333c9d1089572e290a021ebb5b900bb7f7114dccc03995d732"},
+]
+
[[package]]
name = "multidict"
version = "6.0.4"
@@ -1002,49 +1050,63 @@ files = [
{file = "nest_asyncio-1.5.8.tar.gz", hash = "sha256:25aa2ca0d2a5b5531956b9e273b45cf664cae2b145101d73b86b199978d48fdb"},
]
+[[package]]
+name = "nltk"
+version = "3.8.1"
+description = "Natural Language Toolkit"
+optional = false
+python-versions = ">=3.7"
+files = [
+ {file = "nltk-3.8.1-py3-none-any.whl", hash = "sha256:fd5c9109f976fa86bcadba8f91e47f5e9293bd034474752e92a520f81c93dda5"},
+ {file = "nltk-3.8.1.zip", hash = "sha256:1834da3d0682cba4f2cede2f9aad6b0fafb6461ba451db0efb6f9c39798d64d3"},
+]
+
+[package.dependencies]
+click = "*"
+joblib = "*"
+regex = ">=2021.8.3"
+tqdm = "*"
+
+[package.extras]
+all = ["matplotlib", "numpy", "pyparsing", "python-crfsuite", "requests", "scikit-learn", "scipy", "twython"]
+corenlp = ["requests"]
+machine-learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"]
+plot = ["matplotlib"]
+tgrep = ["pyparsing"]
+twitter = ["twython"]
+
[[package]]
name = "numpy"
-version = "1.26.2"
+version = "1.25.2"
description = "Fundamental package for array computing in Python"
optional = false
python-versions = ">=3.9"
files = [
- {file = "numpy-1.26.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:3703fc9258a4a122d17043e57b35e5ef1c5a5837c3db8be396c82e04c1cf9b0f"},
- {file = "numpy-1.26.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cc392fdcbd21d4be6ae1bb4475a03ce3b025cd49a9be5345d76d7585aea69440"},
- {file = "numpy-1.26.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:36340109af8da8805d8851ef1d74761b3b88e81a9bd80b290bbfed61bd2b4f75"},
- {file = "numpy-1.26.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bcc008217145b3d77abd3e4d5ef586e3bdfba8fe17940769f8aa09b99e856c00"},
- {file = "numpy-1.26.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:3ced40d4e9e18242f70dd02d739e44698df3dcb010d31f495ff00a31ef6014fe"},
- {file = "numpy-1.26.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:b272d4cecc32c9e19911891446b72e986157e6a1809b7b56518b4f3755267523"},
- {file = "numpy-1.26.2-cp310-cp310-win32.whl", hash = "sha256:22f8fc02fdbc829e7a8c578dd8d2e15a9074b630d4da29cda483337e300e3ee9"},
- {file = "numpy-1.26.2-cp310-cp310-win_amd64.whl", hash = "sha256:26c9d33f8e8b846d5a65dd068c14e04018d05533b348d9eaeef6c1bd787f9919"},
- {file = "numpy-1.26.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b96e7b9c624ef3ae2ae0e04fa9b460f6b9f17ad8b4bec6d7756510f1f6c0c841"},
- {file = "numpy-1.26.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:aa18428111fb9a591d7a9cc1b48150097ba6a7e8299fb56bdf574df650e7d1f1"},
- {file = "numpy-1.26.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:06fa1ed84aa60ea6ef9f91ba57b5ed963c3729534e6e54055fc151fad0423f0a"},
- {file = "numpy-1.26.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:96ca5482c3dbdd051bcd1fce8034603d6ebfc125a7bd59f55b40d8f5d246832b"},
- {file = "numpy-1.26.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:854ab91a2906ef29dc3925a064fcd365c7b4da743f84b123002f6139bcb3f8a7"},
- {file = "numpy-1.26.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:f43740ab089277d403aa07567be138fc2a89d4d9892d113b76153e0e412409f8"},
- {file = "numpy-1.26.2-cp311-cp311-win32.whl", hash = "sha256:a2bbc29fcb1771cd7b7425f98b05307776a6baf43035d3b80c4b0f29e9545186"},
- {file = "numpy-1.26.2-cp311-cp311-win_amd64.whl", hash = "sha256:2b3fca8a5b00184828d12b073af4d0fc5fdd94b1632c2477526f6bd7842d700d"},
- {file = "numpy-1.26.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:a4cd6ed4a339c21f1d1b0fdf13426cb3b284555c27ac2f156dfdaaa7e16bfab0"},
- {file = "numpy-1.26.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5d5244aabd6ed7f312268b9247be47343a654ebea52a60f002dc70c769048e75"},
- {file = "numpy-1.26.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6a3cdb4d9c70e6b8c0814239ead47da00934666f668426fc6e94cce869e13fd7"},
- {file = "numpy-1.26.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aa317b2325f7aa0a9471663e6093c210cb2ae9c0ad824732b307d2c51983d5b6"},
- {file = "numpy-1.26.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:174a8880739c16c925799c018f3f55b8130c1f7c8e75ab0a6fa9d41cab092fd6"},
- {file = "numpy-1.26.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:f79b231bf5c16b1f39c7f4875e1ded36abee1591e98742b05d8a0fb55d8a3eec"},
- {file = "numpy-1.26.2-cp312-cp312-win32.whl", hash = "sha256:4a06263321dfd3598cacb252f51e521a8cb4b6df471bb12a7ee5cbab20ea9167"},
- {file = "numpy-1.26.2-cp312-cp312-win_amd64.whl", hash = "sha256:b04f5dc6b3efdaab541f7857351aac359e6ae3c126e2edb376929bd3b7f92d7e"},
- {file = "numpy-1.26.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:4eb8df4bf8d3d90d091e0146f6c28492b0be84da3e409ebef54349f71ed271ef"},
- {file = "numpy-1.26.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:1a13860fdcd95de7cf58bd6f8bc5a5ef81c0b0625eb2c9a783948847abbef2c2"},
- {file = "numpy-1.26.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:64308ebc366a8ed63fd0bf426b6a9468060962f1a4339ab1074c228fa6ade8e3"},
- {file = "numpy-1.26.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:baf8aab04a2c0e859da118f0b38617e5ee65d75b83795055fb66c0d5e9e9b818"},
- {file = "numpy-1.26.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:d73a3abcac238250091b11caef9ad12413dab01669511779bc9b29261dd50210"},
- {file = "numpy-1.26.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:b361d369fc7e5e1714cf827b731ca32bff8d411212fccd29ad98ad622449cc36"},
- {file = "numpy-1.26.2-cp39-cp39-win32.whl", hash = "sha256:bd3f0091e845164a20bd5a326860c840fe2af79fa12e0469a12768a3ec578d80"},
- {file = "numpy-1.26.2-cp39-cp39-win_amd64.whl", hash = "sha256:2beef57fb031dcc0dc8fa4fe297a742027b954949cabb52a2a376c144e5e6060"},
- {file = "numpy-1.26.2-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:1cc3d5029a30fb5f06704ad6b23b35e11309491c999838c31f124fee32107c79"},
- {file = "numpy-1.26.2-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:94cc3c222bb9fb5a12e334d0479b97bb2df446fbe622b470928f5284ffca3f8d"},
- {file = "numpy-1.26.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:fe6b44fb8fcdf7eda4ef4461b97b3f63c466b27ab151bec2366db8b197387841"},
- {file = "numpy-1.26.2.tar.gz", hash = "sha256:f65738447676ab5777f11e6bbbdb8ce11b785e105f690bc45966574816b6d3ea"},
+ {file = "numpy-1.25.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:db3ccc4e37a6873045580d413fe79b68e47a681af8db2e046f1dacfa11f86eb3"},
+ {file = "numpy-1.25.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:90319e4f002795ccfc9050110bbbaa16c944b1c37c0baeea43c5fb881693ae1f"},
+ {file = "numpy-1.25.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dfe4a913e29b418d096e696ddd422d8a5d13ffba4ea91f9f60440a3b759b0187"},
+ {file = "numpy-1.25.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f08f2e037bba04e707eebf4bc934f1972a315c883a9e0ebfa8a7756eabf9e357"},
+ {file = "numpy-1.25.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:bec1e7213c7cb00d67093247f8c4db156fd03075f49876957dca4711306d39c9"},
+ {file = "numpy-1.25.2-cp310-cp310-win32.whl", hash = "sha256:7dc869c0c75988e1c693d0e2d5b26034644399dd929bc049db55395b1379e044"},
+ {file = "numpy-1.25.2-cp310-cp310-win_amd64.whl", hash = "sha256:834b386f2b8210dca38c71a6e0f4fd6922f7d3fcff935dbe3a570945acb1b545"},
+ {file = "numpy-1.25.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c5462d19336db4560041517dbb7759c21d181a67cb01b36ca109b2ae37d32418"},
+ {file = "numpy-1.25.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c5652ea24d33585ea39eb6a6a15dac87a1206a692719ff45d53c5282e66d4a8f"},
+ {file = "numpy-1.25.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0d60fbae8e0019865fc4784745814cff1c421df5afee233db6d88ab4f14655a2"},
+ {file = "numpy-1.25.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:60e7f0f7f6d0eee8364b9a6304c2845b9c491ac706048c7e8cf47b83123b8dbf"},
+ {file = "numpy-1.25.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:bb33d5a1cf360304754913a350edda36d5b8c5331a8237268c48f91253c3a364"},
+ {file = "numpy-1.25.2-cp311-cp311-win32.whl", hash = "sha256:5883c06bb92f2e6c8181df7b39971a5fb436288db58b5a1c3967702d4278691d"},
+ {file = "numpy-1.25.2-cp311-cp311-win_amd64.whl", hash = "sha256:5c97325a0ba6f9d041feb9390924614b60b99209a71a69c876f71052521d42a4"},
+ {file = "numpy-1.25.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:b79e513d7aac42ae918db3ad1341a015488530d0bb2a6abcbdd10a3a829ccfd3"},
+ {file = "numpy-1.25.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:eb942bfb6f84df5ce05dbf4b46673ffed0d3da59f13635ea9b926af3deb76926"},
+ {file = "numpy-1.25.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3e0746410e73384e70d286f93abf2520035250aad8c5714240b0492a7302fdca"},
+ {file = "numpy-1.25.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d7806500e4f5bdd04095e849265e55de20d8cc4b661b038957354327f6d9b295"},
+ {file = "numpy-1.25.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:8b77775f4b7df768967a7c8b3567e309f617dd5e99aeb886fa14dc1a0791141f"},
+ {file = "numpy-1.25.2-cp39-cp39-win32.whl", hash = "sha256:2792d23d62ec51e50ce4d4b7d73de8f67a2fd3ea710dcbc8563a51a03fb07b01"},
+ {file = "numpy-1.25.2-cp39-cp39-win_amd64.whl", hash = "sha256:76b4115d42a7dfc5d485d358728cdd8719be33cc5ec6ec08632a5d6fca2ed380"},
+ {file = "numpy-1.25.2-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:1a1329e26f46230bf77b02cc19e900db9b52f398d6722ca853349a782d4cff55"},
+ {file = "numpy-1.25.2-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4c3abc71e8b6edba80a01a52e66d83c5d14433cbcd26a40c329ec7ed09f37901"},
+ {file = "numpy-1.25.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:1b9735c27cea5d995496f46a8b1cd7b408b3f34b6d50459d9ac8fe3a20cc17bf"},
+ {file = "numpy-1.25.2.tar.gz", hash = "sha256:fd608e19c8d7c55021dffd43bfe5492fab8cc105cc8986f813f8c3c048b38760"},
]
[[package]]
@@ -1108,18 +1170,40 @@ files = [
[[package]]
name = "pexpect"
-version = "4.8.0"
+version = "4.9.0"
description = "Pexpect allows easy control of interactive console applications."
optional = false
python-versions = "*"
files = [
- {file = "pexpect-4.8.0-py2.py3-none-any.whl", hash = "sha256:0b48a55dcb3c05f3329815901ea4fc1537514d6ba867a152b581d69ae3710937"},
- {file = "pexpect-4.8.0.tar.gz", hash = "sha256:fc65a43959d153d0114afe13997d439c22823a27cefceb5ff35c2178c6784c0c"},
+ {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"},
+ {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"},
]
[package.dependencies]
ptyprocess = ">=0.5"
+[[package]]
+name = "pinecone-text"
+version = "0.7.0"
+description = "Text utilities library by Pinecone.io"
+optional = false
+python-versions = ">=3.8,<4.0"
+files = [
+ {file = "pinecone_text-0.7.0-py3-none-any.whl", hash = "sha256:d20c7adc2259965a30fcbcf93a5eeb3f8d12babc9ea65ba858f1a6a5973d0737"},
+ {file = "pinecone_text-0.7.0.tar.gz", hash = "sha256:8bda3c7337511dfb61da541299024ee73dbbed5d94e2af558a12357591b46174"},
+]
+
+[package.dependencies]
+mmh3 = ">=3.1.0,<4.0.0"
+nltk = ">=3.6.5,<4.0.0"
+numpy = ">=1.21.5,<=1.25.2"
+wget = ">=3.2,<4.0"
+
+[package.extras]
+dense = ["openai (>=1.2.3,<2.0.0)", "sentence-transformers (>=2.0.0)", "torch (>=1.13.1)", "transformers (>=4.26.1)"]
+openai = ["openai (>=1.2.3,<2.0.0)"]
+splade = ["sentence-transformers (>=2.0.0)", "torch (>=1.13.1)", "transformers (>=4.26.1)"]
+
[[package]]
name = "platformdirs"
version = "4.0.0"
@@ -1282,17 +1366,18 @@ email = ["email-validator (>=1.0.3)"]
[[package]]
name = "pygments"
-version = "2.16.1"
+version = "2.17.2"
description = "Pygments is a syntax highlighting package written in Python."
optional = false
python-versions = ">=3.7"
files = [
- {file = "Pygments-2.16.1-py3-none-any.whl", hash = "sha256:13fc09fa63bc8d8671a6d247e1eb303c4b343eaee81d861f3404db2935653692"},
- {file = "Pygments-2.16.1.tar.gz", hash = "sha256:1daff0494820c69bc8941e407aa20f577374ee88364ee10a98fdbe0aece96e29"},
+ {file = "pygments-2.17.2-py3-none-any.whl", hash = "sha256:b27c2826c47d0f3219f29554824c30c5e8945175d888647acd804ddd04af846c"},
+ {file = "pygments-2.17.2.tar.gz", hash = "sha256:da46cec9fd2de5be3a8a784f434e4c4ab670b4ff54d605c4c2717e9d49c4c367"},
]
[package.extras]
plugins = ["importlib-metadata"]
+windows-terminal = ["colorama (>=0.4.6)"]
[[package]]
name = "pytest"
@@ -1493,6 +1578,103 @@ files = [
[package.dependencies]
cffi = {version = "*", markers = "implementation_name == \"pypy\""}
+[[package]]
+name = "regex"
+version = "2023.10.3"
+description = "Alternative regular expression module, to replace re."
+optional = false
+python-versions = ">=3.7"
+files = [
+ {file = "regex-2023.10.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4c34d4f73ea738223a094d8e0ffd6d2c1a1b4c175da34d6b0de3d8d69bee6bcc"},
+ {file = "regex-2023.10.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a8f4e49fc3ce020f65411432183e6775f24e02dff617281094ba6ab079ef0915"},
+ {file = "regex-2023.10.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4cd1bccf99d3ef1ab6ba835308ad85be040e6a11b0977ef7ea8c8005f01a3c29"},
+ {file = "regex-2023.10.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:81dce2ddc9f6e8f543d94b05d56e70d03a0774d32f6cca53e978dc01e4fc75b8"},
+ {file = "regex-2023.10.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9c6b4d23c04831e3ab61717a707a5d763b300213db49ca680edf8bf13ab5d91b"},
+ {file = "regex-2023.10.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c15ad0aee158a15e17e0495e1e18741573d04eb6da06d8b84af726cfc1ed02ee"},
+ {file = "regex-2023.10.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6239d4e2e0b52c8bd38c51b760cd870069f0bdf99700a62cd509d7a031749a55"},
+ {file = "regex-2023.10.3-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:4a8bf76e3182797c6b1afa5b822d1d5802ff30284abe4599e1247be4fd6b03be"},
+ {file = "regex-2023.10.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:d9c727bbcf0065cbb20f39d2b4f932f8fa1631c3e01fcedc979bd4f51fe051c5"},
+ {file = "regex-2023.10.3-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:3ccf2716add72f80714b9a63899b67fa711b654be3fcdd34fa391d2d274ce767"},
+ {file = "regex-2023.10.3-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:107ac60d1bfdc3edb53be75e2a52aff7481b92817cfdddd9b4519ccf0e54a6ff"},
+ {file = "regex-2023.10.3-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:00ba3c9818e33f1fa974693fb55d24cdc8ebafcb2e4207680669d8f8d7cca79a"},
+ {file = "regex-2023.10.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:f0a47efb1dbef13af9c9a54a94a0b814902e547b7f21acb29434504d18f36e3a"},
+ {file = "regex-2023.10.3-cp310-cp310-win32.whl", hash = "sha256:36362386b813fa6c9146da6149a001b7bd063dabc4d49522a1f7aa65b725c7ec"},
+ {file = "regex-2023.10.3-cp310-cp310-win_amd64.whl", hash = "sha256:c65a3b5330b54103e7d21cac3f6bf3900d46f6d50138d73343d9e5b2900b2353"},
+ {file = "regex-2023.10.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:90a79bce019c442604662d17bf69df99090e24cdc6ad95b18b6725c2988a490e"},
+ {file = "regex-2023.10.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c7964c2183c3e6cce3f497e3a9f49d182e969f2dc3aeeadfa18945ff7bdd7051"},
+ {file = "regex-2023.10.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4ef80829117a8061f974b2fda8ec799717242353bff55f8a29411794d635d964"},
+ {file = "regex-2023.10.3-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5addc9d0209a9afca5fc070f93b726bf7003bd63a427f65ef797a931782e7edc"},
+ {file = "regex-2023.10.3-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c148bec483cc4b421562b4bcedb8e28a3b84fcc8f0aa4418e10898f3c2c0eb9b"},
+ {file = "regex-2023.10.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8d1f21af4c1539051049796a0f50aa342f9a27cde57318f2fc41ed50b0dbc4ac"},
+ {file = "regex-2023.10.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0b9ac09853b2a3e0d0082104036579809679e7715671cfbf89d83c1cb2a30f58"},
+ {file = "regex-2023.10.3-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:ebedc192abbc7fd13c5ee800e83a6df252bec691eb2c4bedc9f8b2e2903f5e2a"},
+ {file = "regex-2023.10.3-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:d8a993c0a0ffd5f2d3bda23d0cd75e7086736f8f8268de8a82fbc4bd0ac6791e"},
+ {file = "regex-2023.10.3-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:be6b7b8d42d3090b6c80793524fa66c57ad7ee3fe9722b258aec6d0672543fd0"},
+ {file = "regex-2023.10.3-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:4023e2efc35a30e66e938de5aef42b520c20e7eda7bb5fb12c35e5d09a4c43f6"},
+ {file = "regex-2023.10.3-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:0d47840dc05e0ba04fe2e26f15126de7c755496d5a8aae4a08bda4dd8d646c54"},
+ {file = "regex-2023.10.3-cp311-cp311-win32.whl", hash = "sha256:9145f092b5d1977ec8c0ab46e7b3381b2fd069957b9862a43bd383e5c01d18c2"},
+ {file = "regex-2023.10.3-cp311-cp311-win_amd64.whl", hash = "sha256:b6104f9a46bd8743e4f738afef69b153c4b8b592d35ae46db07fc28ae3d5fb7c"},
+ {file = "regex-2023.10.3-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:bff507ae210371d4b1fe316d03433ac099f184d570a1a611e541923f78f05037"},
+ {file = "regex-2023.10.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:be5e22bbb67924dea15039c3282fa4cc6cdfbe0cbbd1c0515f9223186fc2ec5f"},
+ {file = "regex-2023.10.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4a992f702c9be9c72fa46f01ca6e18d131906a7180950958f766c2aa294d4b41"},
+ {file = "regex-2023.10.3-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7434a61b158be563c1362d9071358f8ab91b8d928728cd2882af060481244c9e"},
+ {file = "regex-2023.10.3-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c2169b2dcabf4e608416f7f9468737583ce5f0a6e8677c4efbf795ce81109d7c"},
+ {file = "regex-2023.10.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a9e908ef5889cda4de038892b9accc36d33d72fb3e12c747e2799a0e806ec841"},
+ {file = "regex-2023.10.3-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:12bd4bc2c632742c7ce20db48e0d99afdc05e03f0b4c1af90542e05b809a03d9"},
+ {file = "regex-2023.10.3-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:bc72c231f5449d86d6c7d9cc7cd819b6eb30134bb770b8cfdc0765e48ef9c420"},
+ {file = "regex-2023.10.3-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:bce8814b076f0ce5766dc87d5a056b0e9437b8e0cd351b9a6c4e1134a7dfbda9"},
+ {file = "regex-2023.10.3-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:ba7cd6dc4d585ea544c1412019921570ebd8a597fabf475acc4528210d7c4a6f"},
+ {file = "regex-2023.10.3-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:b0c7d2f698e83f15228ba41c135501cfe7d5740181d5903e250e47f617eb4292"},
+ {file = "regex-2023.10.3-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:5a8f91c64f390ecee09ff793319f30a0f32492e99f5dc1c72bc361f23ccd0a9a"},
+ {file = "regex-2023.10.3-cp312-cp312-win32.whl", hash = "sha256:ad08a69728ff3c79866d729b095872afe1e0557251da4abb2c5faff15a91d19a"},
+ {file = "regex-2023.10.3-cp312-cp312-win_amd64.whl", hash = "sha256:39cdf8d141d6d44e8d5a12a8569d5a227f645c87df4f92179bd06e2e2705e76b"},
+ {file = "regex-2023.10.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:4a3ee019a9befe84fa3e917a2dd378807e423d013377a884c1970a3c2792d293"},
+ {file = "regex-2023.10.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76066d7ff61ba6bf3cb5efe2428fc82aac91802844c022d849a1f0f53820502d"},
+ {file = "regex-2023.10.3-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bfe50b61bab1b1ec260fa7cd91106fa9fece57e6beba05630afe27c71259c59b"},
+ {file = "regex-2023.10.3-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9fd88f373cb71e6b59b7fa597e47e518282455c2734fd4306a05ca219a1991b0"},
+ {file = "regex-2023.10.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b3ab05a182c7937fb374f7e946f04fb23a0c0699c0450e9fb02ef567412d2fa3"},
+ {file = "regex-2023.10.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:dac37cf08fcf2094159922edc7a2784cfcc5c70f8354469f79ed085f0328ebdf"},
+ {file = "regex-2023.10.3-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:e54ddd0bb8fb626aa1f9ba7b36629564544954fff9669b15da3610c22b9a0991"},
+ {file = "regex-2023.10.3-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:3367007ad1951fde612bf65b0dffc8fd681a4ab98ac86957d16491400d661302"},
+ {file = "regex-2023.10.3-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:16f8740eb6dbacc7113e3097b0a36065a02e37b47c936b551805d40340fb9971"},
+ {file = "regex-2023.10.3-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:f4f2ca6df64cbdd27f27b34f35adb640b5d2d77264228554e68deda54456eb11"},
+ {file = "regex-2023.10.3-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:39807cbcbe406efca2a233884e169d056c35aa7e9f343d4e78665246a332f597"},
+ {file = "regex-2023.10.3-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:7eece6fbd3eae4a92d7c748ae825cbc1ee41a89bb1c3db05b5578ed3cfcfd7cb"},
+ {file = "regex-2023.10.3-cp37-cp37m-win32.whl", hash = "sha256:ce615c92d90df8373d9e13acddd154152645c0dc060871abf6bd43809673d20a"},
+ {file = "regex-2023.10.3-cp37-cp37m-win_amd64.whl", hash = "sha256:0f649fa32fe734c4abdfd4edbb8381c74abf5f34bc0b3271ce687b23729299ed"},
+ {file = "regex-2023.10.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:9b98b7681a9437262947f41c7fac567c7e1f6eddd94b0483596d320092004533"},
+ {file = "regex-2023.10.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:91dc1d531f80c862441d7b66c4505cd6ea9d312f01fb2f4654f40c6fdf5cc37a"},
+ {file = "regex-2023.10.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:82fcc1f1cc3ff1ab8a57ba619b149b907072e750815c5ba63e7aa2e1163384a4"},
+ {file = "regex-2023.10.3-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7979b834ec7a33aafae34a90aad9f914c41fd6eaa8474e66953f3f6f7cbd4368"},
+ {file = "regex-2023.10.3-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ef71561f82a89af6cfcbee47f0fabfdb6e63788a9258e913955d89fdd96902ab"},
+ {file = "regex-2023.10.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dd829712de97753367153ed84f2de752b86cd1f7a88b55a3a775eb52eafe8a94"},
+ {file = "regex-2023.10.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:00e871d83a45eee2f8688d7e6849609c2ca2a04a6d48fba3dff4deef35d14f07"},
+ {file = "regex-2023.10.3-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:706e7b739fdd17cb89e1fbf712d9dc21311fc2333f6d435eac2d4ee81985098c"},
+ {file = "regex-2023.10.3-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:cc3f1c053b73f20c7ad88b0d1d23be7e7b3901229ce89f5000a8399746a6e039"},
+ {file = "regex-2023.10.3-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:6f85739e80d13644b981a88f529d79c5bdf646b460ba190bffcaf6d57b2a9863"},
+ {file = "regex-2023.10.3-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:741ba2f511cc9626b7561a440f87d658aabb3d6b744a86a3c025f866b4d19e7f"},
+ {file = "regex-2023.10.3-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:e77c90ab5997e85901da85131fd36acd0ed2221368199b65f0d11bca44549711"},
+ {file = "regex-2023.10.3-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:979c24cbefaf2420c4e377ecd1f165ea08cc3d1fbb44bdc51bccbbf7c66a2cb4"},
+ {file = "regex-2023.10.3-cp38-cp38-win32.whl", hash = "sha256:58837f9d221744d4c92d2cf7201c6acd19623b50c643b56992cbd2b745485d3d"},
+ {file = "regex-2023.10.3-cp38-cp38-win_amd64.whl", hash = "sha256:c55853684fe08d4897c37dfc5faeff70607a5f1806c8be148f1695be4a63414b"},
+ {file = "regex-2023.10.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:2c54e23836650bdf2c18222c87f6f840d4943944146ca479858404fedeb9f9af"},
+ {file = "regex-2023.10.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:69c0771ca5653c7d4b65203cbfc5e66db9375f1078689459fe196fe08b7b4930"},
+ {file = "regex-2023.10.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6ac965a998e1388e6ff2e9781f499ad1eaa41e962a40d11c7823c9952c77123e"},
+ {file = "regex-2023.10.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1c0e8fae5b27caa34177bdfa5a960c46ff2f78ee2d45c6db15ae3f64ecadde14"},
+ {file = "regex-2023.10.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6c56c3d47da04f921b73ff9415fbaa939f684d47293f071aa9cbb13c94afc17d"},
+ {file = "regex-2023.10.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7ef1e014eed78ab650bef9a6a9cbe50b052c0aebe553fb2881e0453717573f52"},
+ {file = "regex-2023.10.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d29338556a59423d9ff7b6eb0cb89ead2b0875e08fe522f3e068b955c3e7b59b"},
+ {file = "regex-2023.10.3-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:9c6d0ced3c06d0f183b73d3c5920727268d2201aa0fe6d55c60d68c792ff3588"},
+ {file = "regex-2023.10.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:994645a46c6a740ee8ce8df7911d4aee458d9b1bc5639bc968226763d07f00fa"},
+ {file = "regex-2023.10.3-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:66e2fe786ef28da2b28e222c89502b2af984858091675044d93cb50e6f46d7af"},
+ {file = "regex-2023.10.3-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:11175910f62b2b8c055f2b089e0fedd694fe2be3941b3e2633653bc51064c528"},
+ {file = "regex-2023.10.3-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:06e9abc0e4c9ab4779c74ad99c3fc10d3967d03114449acc2c2762ad4472b8ca"},
+ {file = "regex-2023.10.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:fb02e4257376ae25c6dd95a5aec377f9b18c09be6ebdefa7ad209b9137b73d48"},
+ {file = "regex-2023.10.3-cp39-cp39-win32.whl", hash = "sha256:3b2c3502603fab52d7619b882c25a6850b766ebd1b18de3df23b2f939360e1bd"},
+ {file = "regex-2023.10.3-cp39-cp39-win_amd64.whl", hash = "sha256:adbccd17dcaff65704c856bd29951c58a1bd4b2b0f8ad6b826dbd543fe740988"},
+ {file = "regex-2023.10.3.tar.gz", hash = "sha256:3fef4f844d2290ee0ba57addcec17eec9e3df73f10a2748485dfd6a3a188cc0f"},
+]
+
[[package]]
name = "requests"
version = "2.31.0"
@@ -1516,28 +1698,28 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
[[package]]
name = "ruff"
-version = "0.1.5"
+version = "0.1.6"
description = "An extremely fast Python linter and code formatter, written in Rust."
optional = false
python-versions = ">=3.7"
files = [
- {file = "ruff-0.1.5-py3-none-macosx_10_7_x86_64.whl", hash = "sha256:32d47fc69261c21a4c48916f16ca272bf2f273eb635d91c65d5cd548bf1f3d96"},
- {file = "ruff-0.1.5-py3-none-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl", hash = "sha256:171276c1df6c07fa0597fb946139ced1c2978f4f0b8254f201281729981f3c17"},
- {file = "ruff-0.1.5-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:17ef33cd0bb7316ca65649fc748acc1406dfa4da96a3d0cde6d52f2e866c7b39"},
- {file = "ruff-0.1.5-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b2c205827b3f8c13b4a432e9585750b93fd907986fe1aec62b2a02cf4401eee6"},
- {file = "ruff-0.1.5-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bb408e3a2ad8f6881d0f2e7ad70cddb3ed9f200eb3517a91a245bbe27101d379"},
- {file = "ruff-0.1.5-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:f20dc5e5905ddb407060ca27267c7174f532375c08076d1a953cf7bb016f5a24"},
- {file = "ruff-0.1.5-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:aafb9d2b671ed934998e881e2c0f5845a4295e84e719359c71c39a5363cccc91"},
- {file = "ruff-0.1.5-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a4894dddb476597a0ba4473d72a23151b8b3b0b5f958f2cf4d3f1c572cdb7af7"},
- {file = "ruff-0.1.5-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a00a7ec893f665ed60008c70fe9eeb58d210e6b4d83ec6654a9904871f982a2a"},
- {file = "ruff-0.1.5-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:a8c11206b47f283cbda399a654fd0178d7a389e631f19f51da15cbe631480c5b"},
- {file = "ruff-0.1.5-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:fa29e67b3284b9a79b1a85ee66e293a94ac6b7bb068b307a8a373c3d343aa8ec"},
- {file = "ruff-0.1.5-py3-none-musllinux_1_2_i686.whl", hash = "sha256:9b97fd6da44d6cceb188147b68db69a5741fbc736465b5cea3928fdac0bc1aeb"},
- {file = "ruff-0.1.5-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:721f4b9d3b4161df8dc9f09aa8562e39d14e55a4dbaa451a8e55bdc9590e20f4"},
- {file = "ruff-0.1.5-py3-none-win32.whl", hash = "sha256:f80c73bba6bc69e4fdc73b3991db0b546ce641bdcd5b07210b8ad6f64c79f1ab"},
- {file = "ruff-0.1.5-py3-none-win_amd64.whl", hash = "sha256:c21fe20ee7d76206d290a76271c1af7a5096bc4c73ab9383ed2ad35f852a0087"},
- {file = "ruff-0.1.5-py3-none-win_arm64.whl", hash = "sha256:82bfcb9927e88c1ed50f49ac6c9728dab3ea451212693fe40d08d314663e412f"},
- {file = "ruff-0.1.5.tar.gz", hash = "sha256:5cbec0ef2ae1748fb194f420fb03fb2c25c3258c86129af7172ff8f198f125ab"},
+ {file = "ruff-0.1.6-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:88b8cdf6abf98130991cbc9f6438f35f6e8d41a02622cc5ee130a02a0ed28703"},
+ {file = "ruff-0.1.6-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:5c549ed437680b6105a1299d2cd30e4964211606eeb48a0ff7a93ef70b902248"},
+ {file = "ruff-0.1.6-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1cf5f701062e294f2167e66d11b092bba7af6a057668ed618a9253e1e90cfd76"},
+ {file = "ruff-0.1.6-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:05991ee20d4ac4bb78385360c684e4b417edd971030ab12a4fbd075ff535050e"},
+ {file = "ruff-0.1.6-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:87455a0c1f739b3c069e2f4c43b66479a54dea0276dd5d4d67b091265f6fd1dc"},
+ {file = "ruff-0.1.6-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:683aa5bdda5a48cb8266fcde8eea2a6af4e5700a392c56ea5fb5f0d4bfdc0240"},
+ {file = "ruff-0.1.6-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:137852105586dcbf80c1717facb6781555c4e99f520c9c827bd414fac67ddfb6"},
+ {file = "ruff-0.1.6-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bd98138a98d48a1c36c394fd6b84cd943ac92a08278aa8ac8c0fdefcf7138f35"},
+ {file = "ruff-0.1.6-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3a0cd909d25f227ac5c36d4e7e681577275fb74ba3b11d288aff7ec47e3ae745"},
+ {file = "ruff-0.1.6-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:e8fd1c62a47aa88a02707b5dd20c5ff20d035d634aa74826b42a1da77861b5ff"},
+ {file = "ruff-0.1.6-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:fd89b45d374935829134a082617954120d7a1470a9f0ec0e7f3ead983edc48cc"},
+ {file = "ruff-0.1.6-py3-none-musllinux_1_2_i686.whl", hash = "sha256:491262006e92f825b145cd1e52948073c56560243b55fb3b4ecb142f6f0e9543"},
+ {file = "ruff-0.1.6-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:ea284789861b8b5ca9d5443591a92a397ac183d4351882ab52f6296b4fdd5462"},
+ {file = "ruff-0.1.6-py3-none-win32.whl", hash = "sha256:1610e14750826dfc207ccbcdd7331b6bd285607d4181df9c1c6ae26646d6848a"},
+ {file = "ruff-0.1.6-py3-none-win_amd64.whl", hash = "sha256:4558b3e178145491e9bc3b2ee3c4b42f19d19384eaa5c59d10acf6e8f8b57e33"},
+ {file = "ruff-0.1.6-py3-none-win_arm64.whl", hash = "sha256:03910e81df0d8db0e30050725a5802441c2022ea3ae4fe0609b76081731accbc"},
+ {file = "ruff-0.1.6.tar.gz", hash = "sha256:1b09f29b16c6ead5ea6b097ef2764b42372aebe363722f1605ecbcd2b9207184"},
]
[[package]]
@@ -1583,22 +1765,22 @@ files = [
[[package]]
name = "tornado"
-version = "6.3.3"
+version = "6.4"
description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
optional = false
python-versions = ">= 3.8"
files = [
- {file = "tornado-6.3.3-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:502fba735c84450974fec147340016ad928d29f1e91f49be168c0a4c18181e1d"},
- {file = "tornado-6.3.3-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:805d507b1f588320c26f7f097108eb4023bbaa984d63176d1652e184ba24270a"},
- {file = "tornado-6.3.3-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1bd19ca6c16882e4d37368e0152f99c099bad93e0950ce55e71daed74045908f"},
- {file = "tornado-6.3.3-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7ac51f42808cca9b3613f51ffe2a965c8525cb1b00b7b2d56828b8045354f76a"},
- {file = "tornado-6.3.3-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:71a8db65160a3c55d61839b7302a9a400074c9c753040455494e2af74e2501f2"},
- {file = "tornado-6.3.3-cp38-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:ceb917a50cd35882b57600709dd5421a418c29ddc852da8bcdab1f0db33406b0"},
- {file = "tornado-6.3.3-cp38-abi3-musllinux_1_1_i686.whl", hash = "sha256:7d01abc57ea0dbb51ddfed477dfe22719d376119844e33c661d873bf9c0e4a16"},
- {file = "tornado-6.3.3-cp38-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:9dc4444c0defcd3929d5c1eb5706cbe1b116e762ff3e0deca8b715d14bf6ec17"},
- {file = "tornado-6.3.3-cp38-abi3-win32.whl", hash = "sha256:65ceca9500383fbdf33a98c0087cb975b2ef3bfb874cb35b8de8740cf7f41bd3"},
- {file = "tornado-6.3.3-cp38-abi3-win_amd64.whl", hash = "sha256:22d3c2fa10b5793da13c807e6fc38ff49a4f6e1e3868b0a6f4164768bb8e20f5"},
- {file = "tornado-6.3.3.tar.gz", hash = "sha256:e7d8db41c0181c80d76c982aacc442c0783a2c54d6400fe028954201a2e032fe"},
+ {file = "tornado-6.4-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:02ccefc7d8211e5a7f9e8bc3f9e5b0ad6262ba2fbb683a6443ecc804e5224ce0"},
+ {file = "tornado-6.4-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:27787de946a9cffd63ce5814c33f734c627a87072ec7eed71f7fc4417bb16263"},
+ {file = "tornado-6.4-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f7894c581ecdcf91666a0912f18ce5e757213999e183ebfc2c3fdbf4d5bd764e"},
+ {file = "tornado-6.4-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e43bc2e5370a6a8e413e1e1cd0c91bedc5bd62a74a532371042a18ef19e10579"},
+ {file = "tornado-6.4-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f0251554cdd50b4b44362f73ad5ba7126fc5b2c2895cc62b14a1c2d7ea32f212"},
+ {file = "tornado-6.4-cp38-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:fd03192e287fbd0899dd8f81c6fb9cbbc69194d2074b38f384cb6fa72b80e9c2"},
+ {file = "tornado-6.4-cp38-abi3-musllinux_1_1_i686.whl", hash = "sha256:88b84956273fbd73420e6d4b8d5ccbe913c65d31351b4c004ae362eba06e1f78"},
+ {file = "tornado-6.4-cp38-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:71ddfc23a0e03ef2df1c1397d859868d158c8276a0603b96cf86892bff58149f"},
+ {file = "tornado-6.4-cp38-abi3-win32.whl", hash = "sha256:6f8a6c77900f5ae93d8b4ae1196472d0ccc2775cc1dfdc9e7727889145c45052"},
+ {file = "tornado-6.4-cp38-abi3-win_amd64.whl", hash = "sha256:10aeaa8006333433da48dec9fe417877f8bcc21f48dda8d661ae79da357b2a63"},
+ {file = "tornado-6.4.tar.gz", hash = "sha256:72291fa6e6bc84e626589f1c29d90a5a6d593ef5ae68052ee2ef000dfd273dee"},
]
[[package]]
@@ -1623,18 +1805,18 @@ telegram = ["requests"]
[[package]]
name = "traitlets"
-version = "5.13.0"
+version = "5.14.0"
description = "Traitlets Python configuration system"
optional = false
python-versions = ">=3.8"
files = [
- {file = "traitlets-5.13.0-py3-none-any.whl", hash = "sha256:baf991e61542da48fe8aef8b779a9ea0aa38d8a54166ee250d5af5ecf4486619"},
- {file = "traitlets-5.13.0.tar.gz", hash = "sha256:9b232b9430c8f57288c1024b34a8f0251ddcc47268927367a0dd3eeaca40deb5"},
+ {file = "traitlets-5.14.0-py3-none-any.whl", hash = "sha256:f14949d23829023013c47df20b4a76ccd1a85effb786dc060f34de7948361b33"},
+ {file = "traitlets-5.14.0.tar.gz", hash = "sha256:fcdaa8ac49c04dfa0ed3ee3384ef6dfdb5d6f3741502be247279407679296772"},
]
[package.extras]
docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=3.0.3)", "mypy (>=1.6.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
[[package]]
name = "typing-extensions"
@@ -1665,96 +1847,122 @@ zstd = ["zstandard (>=0.18.0)"]
[[package]]
name = "wcwidth"
-version = "0.2.10"
+version = "0.2.12"
description = "Measures the displayed width of unicode strings in a terminal"
optional = false
python-versions = "*"
files = [
- {file = "wcwidth-0.2.10-py2.py3-none-any.whl", hash = "sha256:aec5179002dd0f0d40c456026e74a729661c9d468e1ed64405e3a6c2176ca36f"},
- {file = "wcwidth-0.2.10.tar.gz", hash = "sha256:390c7454101092a6a5e43baad8f83de615463af459201709556b6e4b1c861f97"},
+ {file = "wcwidth-0.2.12-py2.py3-none-any.whl", hash = "sha256:f26ec43d96c8cbfed76a5075dac87680124fa84e0855195a6184da9c187f133c"},
+ {file = "wcwidth-0.2.12.tar.gz", hash = "sha256:f01c104efdf57971bcb756f054dd58ddec5204dd15fa31d6503ea57947d97c02"},
+]
+
+[[package]]
+name = "wget"
+version = "3.2"
+description = "pure python download utility"
+optional = false
+python-versions = "*"
+files = [
+ {file = "wget-3.2.zip", hash = "sha256:35e630eca2aa50ce998b9b1a127bb26b30dfee573702782aa982f875e3f16061"},
]
[[package]]
name = "yarl"
-version = "1.9.2"
+version = "1.9.3"
description = "Yet another URL library"
optional = false
python-versions = ">=3.7"
files = [
- {file = "yarl-1.9.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:8c2ad583743d16ddbdf6bb14b5cd76bf43b0d0006e918809d5d4ddf7bde8dd82"},
- {file = "yarl-1.9.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:82aa6264b36c50acfb2424ad5ca537a2060ab6de158a5bd2a72a032cc75b9eb8"},
- {file = "yarl-1.9.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c0c77533b5ed4bcc38e943178ccae29b9bcf48ffd1063f5821192f23a1bd27b9"},
- {file = "yarl-1.9.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ee4afac41415d52d53a9833ebae7e32b344be72835bbb589018c9e938045a560"},
- {file = "yarl-1.9.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9bf345c3a4f5ba7f766430f97f9cc1320786f19584acc7086491f45524a551ac"},
- {file = "yarl-1.9.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2a96c19c52ff442a808c105901d0bdfd2e28575b3d5f82e2f5fd67e20dc5f4ea"},
- {file = "yarl-1.9.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:891c0e3ec5ec881541f6c5113d8df0315ce5440e244a716b95f2525b7b9f3608"},
- {file = "yarl-1.9.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c3a53ba34a636a256d767c086ceb111358876e1fb6b50dfc4d3f4951d40133d5"},
- {file = "yarl-1.9.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:566185e8ebc0898b11f8026447eacd02e46226716229cea8db37496c8cdd26e0"},
- {file = "yarl-1.9.2-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:2b0738fb871812722a0ac2154be1f049c6223b9f6f22eec352996b69775b36d4"},
- {file = "yarl-1.9.2-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:32f1d071b3f362c80f1a7d322bfd7b2d11e33d2adf395cc1dd4df36c9c243095"},
- {file = "yarl-1.9.2-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:e9fdc7ac0d42bc3ea78818557fab03af6181e076a2944f43c38684b4b6bed8e3"},
- {file = "yarl-1.9.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:56ff08ab5df8429901ebdc5d15941b59f6253393cb5da07b4170beefcf1b2528"},
- {file = "yarl-1.9.2-cp310-cp310-win32.whl", hash = "sha256:8ea48e0a2f931064469bdabca50c2f578b565fc446f302a79ba6cc0ee7f384d3"},
- {file = "yarl-1.9.2-cp310-cp310-win_amd64.whl", hash = "sha256:50f33040f3836e912ed16d212f6cc1efb3231a8a60526a407aeb66c1c1956dde"},
- {file = "yarl-1.9.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:646d663eb2232d7909e6601f1a9107e66f9791f290a1b3dc7057818fe44fc2b6"},
- {file = "yarl-1.9.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:aff634b15beff8902d1f918012fc2a42e0dbae6f469fce134c8a0dc51ca423bb"},
- {file = "yarl-1.9.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:a83503934c6273806aed765035716216cc9ab4e0364f7f066227e1aaea90b8d0"},
- {file = "yarl-1.9.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b25322201585c69abc7b0e89e72790469f7dad90d26754717f3310bfe30331c2"},
- {file = "yarl-1.9.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:22a94666751778629f1ec4280b08eb11815783c63f52092a5953faf73be24191"},
- {file = "yarl-1.9.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8ec53a0ea2a80c5cd1ab397925f94bff59222aa3cf9c6da938ce05c9ec20428d"},
- {file = "yarl-1.9.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:159d81f22d7a43e6eabc36d7194cb53f2f15f498dbbfa8edc8a3239350f59fe7"},
- {file = "yarl-1.9.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:832b7e711027c114d79dffb92576acd1bd2decc467dec60e1cac96912602d0e6"},
- {file = "yarl-1.9.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:95d2ecefbcf4e744ea952d073c6922e72ee650ffc79028eb1e320e732898d7e8"},
- {file = "yarl-1.9.2-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:d4e2c6d555e77b37288eaf45b8f60f0737c9efa3452c6c44626a5455aeb250b9"},
- {file = "yarl-1.9.2-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:783185c75c12a017cc345015ea359cc801c3b29a2966c2655cd12b233bf5a2be"},
- {file = "yarl-1.9.2-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:b8cc1863402472f16c600e3e93d542b7e7542a540f95c30afd472e8e549fc3f7"},
- {file = "yarl-1.9.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:822b30a0f22e588b32d3120f6d41e4ed021806418b4c9f0bc3048b8c8cb3f92a"},
- {file = "yarl-1.9.2-cp311-cp311-win32.whl", hash = "sha256:a60347f234c2212a9f0361955007fcf4033a75bf600a33c88a0a8e91af77c0e8"},
- {file = "yarl-1.9.2-cp311-cp311-win_amd64.whl", hash = "sha256:be6b3fdec5c62f2a67cb3f8c6dbf56bbf3f61c0f046f84645cd1ca73532ea051"},
- {file = "yarl-1.9.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:38a3928ae37558bc1b559f67410df446d1fbfa87318b124bf5032c31e3447b74"},
- {file = "yarl-1.9.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ac9bb4c5ce3975aeac288cfcb5061ce60e0d14d92209e780c93954076c7c4367"},
- {file = "yarl-1.9.2-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3da8a678ca8b96c8606bbb8bfacd99a12ad5dd288bc6f7979baddd62f71c63ef"},
- {file = "yarl-1.9.2-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:13414591ff516e04fcdee8dc051c13fd3db13b673c7a4cb1350e6b2ad9639ad3"},
- {file = "yarl-1.9.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bf74d08542c3a9ea97bb8f343d4fcbd4d8f91bba5ec9d5d7f792dbe727f88938"},
- {file = "yarl-1.9.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6e7221580dc1db478464cfeef9b03b95c5852cc22894e418562997df0d074ccc"},
- {file = "yarl-1.9.2-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:494053246b119b041960ddcd20fd76224149cfea8ed8777b687358727911dd33"},
- {file = "yarl-1.9.2-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:52a25809fcbecfc63ac9ba0c0fb586f90837f5425edfd1ec9f3372b119585e45"},
- {file = "yarl-1.9.2-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:e65610c5792870d45d7b68c677681376fcf9cc1c289f23e8e8b39c1485384185"},
- {file = "yarl-1.9.2-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:1b1bba902cba32cdec51fca038fd53f8beee88b77efc373968d1ed021024cc04"},
- {file = "yarl-1.9.2-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:662e6016409828ee910f5d9602a2729a8a57d74b163c89a837de3fea050c7582"},
- {file = "yarl-1.9.2-cp37-cp37m-win32.whl", hash = "sha256:f364d3480bffd3aa566e886587eaca7c8c04d74f6e8933f3f2c996b7f09bee1b"},
- {file = "yarl-1.9.2-cp37-cp37m-win_amd64.whl", hash = "sha256:6a5883464143ab3ae9ba68daae8e7c5c95b969462bbe42e2464d60e7e2698368"},
- {file = "yarl-1.9.2-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:5610f80cf43b6202e2c33ba3ec2ee0a2884f8f423c8f4f62906731d876ef4fac"},
- {file = "yarl-1.9.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:b9a4e67ad7b646cd6f0938c7ebfd60e481b7410f574c560e455e938d2da8e0f4"},
- {file = "yarl-1.9.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:83fcc480d7549ccebe9415d96d9263e2d4226798c37ebd18c930fce43dfb9574"},
- {file = "yarl-1.9.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5fcd436ea16fee7d4207c045b1e340020e58a2597301cfbcfdbe5abd2356c2fb"},
- {file = "yarl-1.9.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:84e0b1599334b1e1478db01b756e55937d4614f8654311eb26012091be109d59"},
- {file = "yarl-1.9.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3458a24e4ea3fd8930e934c129b676c27452e4ebda80fbe47b56d8c6c7a63a9e"},
- {file = "yarl-1.9.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:838162460b3a08987546e881a2bfa573960bb559dfa739e7800ceeec92e64417"},
- {file = "yarl-1.9.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f4e2d08f07a3d7d3e12549052eb5ad3eab1c349c53ac51c209a0e5991bbada78"},
- {file = "yarl-1.9.2-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:de119f56f3c5f0e2fb4dee508531a32b069a5f2c6e827b272d1e0ff5ac040333"},
- {file = "yarl-1.9.2-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:149ddea5abf329752ea5051b61bd6c1d979e13fbf122d3a1f9f0c8be6cb6f63c"},
- {file = "yarl-1.9.2-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:674ca19cbee4a82c9f54e0d1eee28116e63bc6fd1e96c43031d11cbab8b2afd5"},
- {file = "yarl-1.9.2-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:9b3152f2f5677b997ae6c804b73da05a39daa6a9e85a512e0e6823d81cdad7cc"},
- {file = "yarl-1.9.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:5415d5a4b080dc9612b1b63cba008db84e908b95848369aa1da3686ae27b6d2b"},
- {file = "yarl-1.9.2-cp38-cp38-win32.whl", hash = "sha256:f7a3d8146575e08c29ed1cd287068e6d02f1c7bdff8970db96683b9591b86ee7"},
- {file = "yarl-1.9.2-cp38-cp38-win_amd64.whl", hash = "sha256:63c48f6cef34e6319a74c727376e95626f84ea091f92c0250a98e53e62c77c72"},
- {file = "yarl-1.9.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:75df5ef94c3fdc393c6b19d80e6ef1ecc9ae2f4263c09cacb178d871c02a5ba9"},
- {file = "yarl-1.9.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:c027a6e96ef77d401d8d5a5c8d6bc478e8042f1e448272e8d9752cb0aff8b5c8"},
- {file = "yarl-1.9.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:f3b078dbe227f79be488ffcfc7a9edb3409d018e0952cf13f15fd6512847f3f7"},
- {file = "yarl-1.9.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:59723a029760079b7d991a401386390c4be5bfec1e7dd83e25a6a0881859e716"},
- {file = "yarl-1.9.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b03917871bf859a81ccb180c9a2e6c1e04d2f6a51d953e6a5cdd70c93d4e5a2a"},
- {file = "yarl-1.9.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c1012fa63eb6c032f3ce5d2171c267992ae0c00b9e164efe4d73db818465fac3"},
- {file = "yarl-1.9.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a74dcbfe780e62f4b5a062714576f16c2f3493a0394e555ab141bf0d746bb955"},
- {file = "yarl-1.9.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8c56986609b057b4839968ba901944af91b8e92f1725d1a2d77cbac6972b9ed1"},
- {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:2c315df3293cd521033533d242d15eab26583360b58f7ee5d9565f15fee1bef4"},
- {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:b7232f8dfbd225d57340e441d8caf8652a6acd06b389ea2d3222b8bc89cbfca6"},
- {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:53338749febd28935d55b41bf0bcc79d634881195a39f6b2f767870b72514caf"},
- {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:066c163aec9d3d073dc9ffe5dd3ad05069bcb03fcaab8d221290ba99f9f69ee3"},
- {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:8288d7cd28f8119b07dd49b7230d6b4562f9b61ee9a4ab02221060d21136be80"},
- {file = "yarl-1.9.2-cp39-cp39-win32.whl", hash = "sha256:b124e2a6d223b65ba8768d5706d103280914d61f5cae3afbc50fc3dfcc016623"},
- {file = "yarl-1.9.2-cp39-cp39-win_amd64.whl", hash = "sha256:61016e7d582bc46a5378ffdd02cd0314fb8ba52f40f9cf4d9a5e7dbef88dee18"},
- {file = "yarl-1.9.2.tar.gz", hash = "sha256:04ab9d4b9f587c06d801c2abfe9317b77cdf996c65a90d5e84ecc45010823571"},
+ {file = "yarl-1.9.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:32435d134414e01d937cd9d6cc56e8413a8d4741dea36af5840c7750f04d16ab"},
+ {file = "yarl-1.9.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9a5211de242754b5e612557bca701f39f8b1a9408dff73c6db623f22d20f470e"},
+ {file = "yarl-1.9.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:525cd69eff44833b01f8ef39aa33a9cc53a99ff7f9d76a6ef6a9fb758f54d0ff"},
+ {file = "yarl-1.9.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fc94441bcf9cb8c59f51f23193316afefbf3ff858460cb47b5758bf66a14d130"},
+ {file = "yarl-1.9.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e36021db54b8a0475805acc1d6c4bca5d9f52c3825ad29ae2d398a9d530ddb88"},
+ {file = "yarl-1.9.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e0f17d1df951336a02afc8270c03c0c6e60d1f9996fcbd43a4ce6be81de0bd9d"},
+ {file = "yarl-1.9.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c5f3faeb8100a43adf3e7925d556801d14b5816a0ac9e75e22948e787feec642"},
+ {file = "yarl-1.9.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:aed37db837ecb5962469fad448aaae0f0ee94ffce2062cf2eb9aed13328b5196"},
+ {file = "yarl-1.9.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:721ee3fc292f0d069a04016ef2c3a25595d48c5b8ddc6029be46f6158d129c92"},
+ {file = "yarl-1.9.3-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:b8bc5b87a65a4e64bc83385c05145ea901b613d0d3a434d434b55511b6ab0067"},
+ {file = "yarl-1.9.3-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:dd952b9c64f3b21aedd09b8fe958e4931864dba69926d8a90c90d36ac4e28c9a"},
+ {file = "yarl-1.9.3-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:c405d482c320a88ab53dcbd98d6d6f32ada074f2d965d6e9bf2d823158fa97de"},
+ {file = "yarl-1.9.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:9df9a0d4c5624790a0dea2e02e3b1b3c69aed14bcb8650e19606d9df3719e87d"},
+ {file = "yarl-1.9.3-cp310-cp310-win32.whl", hash = "sha256:d34c4f80956227f2686ddea5b3585e109c2733e2d4ef12eb1b8b4e84f09a2ab6"},
+ {file = "yarl-1.9.3-cp310-cp310-win_amd64.whl", hash = "sha256:cf7a4e8de7f1092829caef66fd90eaf3710bc5efd322a816d5677b7664893c93"},
+ {file = "yarl-1.9.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:d61a0ca95503867d4d627517bcfdc28a8468c3f1b0b06c626f30dd759d3999fd"},
+ {file = "yarl-1.9.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:73cc83f918b69110813a7d95024266072d987b903a623ecae673d1e71579d566"},
+ {file = "yarl-1.9.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d81657b23e0edb84b37167e98aefb04ae16cbc5352770057893bd222cdc6e45f"},
+ {file = "yarl-1.9.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:26a1a8443091c7fbc17b84a0d9f38de34b8423b459fb853e6c8cdfab0eacf613"},
+ {file = "yarl-1.9.3-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fe34befb8c765b8ce562f0200afda3578f8abb159c76de3ab354c80b72244c41"},
+ {file = "yarl-1.9.3-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2c757f64afe53a422e45e3e399e1e3cf82b7a2f244796ce80d8ca53e16a49b9f"},
+ {file = "yarl-1.9.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:72a57b41a0920b9a220125081c1e191b88a4cdec13bf9d0649e382a822705c65"},
+ {file = "yarl-1.9.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:632c7aeb99df718765adf58eacb9acb9cbc555e075da849c1378ef4d18bf536a"},
+ {file = "yarl-1.9.3-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:b0b8c06afcf2bac5a50b37f64efbde978b7f9dc88842ce9729c020dc71fae4ce"},
+ {file = "yarl-1.9.3-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:1d93461e2cf76c4796355494f15ffcb50a3c198cc2d601ad8d6a96219a10c363"},
+ {file = "yarl-1.9.3-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:4003f380dac50328c85e85416aca6985536812c082387255c35292cb4b41707e"},
+ {file = "yarl-1.9.3-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:4d6d74a97e898c1c2df80339aa423234ad9ea2052f66366cef1e80448798c13d"},
+ {file = "yarl-1.9.3-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:b61e64b06c3640feab73fa4ff9cb64bd8182de52e5dc13038e01cfe674ebc321"},
+ {file = "yarl-1.9.3-cp311-cp311-win32.whl", hash = "sha256:29beac86f33d6c7ab1d79bd0213aa7aed2d2f555386856bb3056d5fdd9dab279"},
+ {file = "yarl-1.9.3-cp311-cp311-win_amd64.whl", hash = "sha256:f7271d6bd8838c49ba8ae647fc06469137e1c161a7ef97d778b72904d9b68696"},
+ {file = "yarl-1.9.3-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:dd318e6b75ca80bff0b22b302f83a8ee41c62b8ac662ddb49f67ec97e799885d"},
+ {file = "yarl-1.9.3-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:c4b1efb11a8acd13246ffb0bee888dd0e8eb057f8bf30112e3e21e421eb82d4a"},
+ {file = "yarl-1.9.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c6f034386e5550b5dc8ded90b5e2ff7db21f0f5c7de37b6efc5dac046eb19c10"},
+ {file = "yarl-1.9.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cd49a908cb6d387fc26acee8b7d9fcc9bbf8e1aca890c0b2fdfd706057546080"},
+ {file = "yarl-1.9.3-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:aa4643635f26052401750bd54db911b6342eb1a9ac3e74f0f8b58a25d61dfe41"},
+ {file = "yarl-1.9.3-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e741bd48e6a417bdfbae02e088f60018286d6c141639359fb8df017a3b69415a"},
+ {file = "yarl-1.9.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7c86d0d0919952d05df880a1889a4f0aeb6868e98961c090e335671dea5c0361"},
+ {file = "yarl-1.9.3-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3d5434b34100b504aabae75f0622ebb85defffe7b64ad8f52b8b30ec6ef6e4b9"},
+ {file = "yarl-1.9.3-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:79e1df60f7c2b148722fb6cafebffe1acd95fd8b5fd77795f56247edaf326752"},
+ {file = "yarl-1.9.3-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:44e91a669c43f03964f672c5a234ae0d7a4d49c9b85d1baa93dec28afa28ffbd"},
+ {file = "yarl-1.9.3-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:3cfa4dbe17b2e6fca1414e9c3bcc216f6930cb18ea7646e7d0d52792ac196808"},
+ {file = "yarl-1.9.3-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:88d2c3cc4b2f46d1ba73d81c51ec0e486f59cc51165ea4f789677f91a303a9a7"},
+ {file = "yarl-1.9.3-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:cccdc02e46d2bd7cb5f38f8cc3d9db0d24951abd082b2f242c9e9f59c0ab2af3"},
+ {file = "yarl-1.9.3-cp312-cp312-win32.whl", hash = "sha256:96758e56dceb8a70f8a5cff1e452daaeff07d1cc9f11e9b0c951330f0a2396a7"},
+ {file = "yarl-1.9.3-cp312-cp312-win_amd64.whl", hash = "sha256:c4472fe53ebf541113e533971bd8c32728debc4c6d8cc177f2bff31d011ec17e"},
+ {file = "yarl-1.9.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:126638ab961633f0940a06e1c9d59919003ef212a15869708dcb7305f91a6732"},
+ {file = "yarl-1.9.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c99ddaddb2fbe04953b84d1651149a0d85214780e4d0ee824e610ab549d98d92"},
+ {file = "yarl-1.9.3-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8dab30b21bd6fb17c3f4684868c7e6a9e8468078db00f599fb1c14e324b10fca"},
+ {file = "yarl-1.9.3-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:828235a2a169160ee73a2fcfb8a000709edf09d7511fccf203465c3d5acc59e4"},
+ {file = "yarl-1.9.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc391e3941045fd0987c77484b2799adffd08e4b6735c4ee5f054366a2e1551d"},
+ {file = "yarl-1.9.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:51382c72dd5377861b573bd55dcf680df54cea84147c8648b15ac507fbef984d"},
+ {file = "yarl-1.9.3-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:28a108cb92ce6cf867690a962372996ca332d8cda0210c5ad487fe996e76b8bb"},
+ {file = "yarl-1.9.3-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:8f18a7832ff85dfcd77871fe677b169b1bc60c021978c90c3bb14f727596e0ae"},
+ {file = "yarl-1.9.3-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:7eaf13af79950142ab2bbb8362f8d8d935be9aaf8df1df89c86c3231e4ff238a"},
+ {file = "yarl-1.9.3-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:66a6dbf6ca7d2db03cc61cafe1ee6be838ce0fbc97781881a22a58a7c5efef42"},
+ {file = "yarl-1.9.3-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:1a0a4f3aaa18580038cfa52a7183c8ffbbe7d727fe581300817efc1e96d1b0e9"},
+ {file = "yarl-1.9.3-cp37-cp37m-win32.whl", hash = "sha256:946db4511b2d815979d733ac6a961f47e20a29c297be0d55b6d4b77ee4b298f6"},
+ {file = "yarl-1.9.3-cp37-cp37m-win_amd64.whl", hash = "sha256:2dad8166d41ebd1f76ce107cf6a31e39801aee3844a54a90af23278b072f1ccf"},
+ {file = "yarl-1.9.3-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:bb72d2a94481e7dc7a0c522673db288f31849800d6ce2435317376a345728225"},
+ {file = "yarl-1.9.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:9a172c3d5447b7da1680a1a2d6ecdf6f87a319d21d52729f45ec938a7006d5d8"},
+ {file = "yarl-1.9.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:2dc72e891672343b99db6d497024bf8b985537ad6c393359dc5227ef653b2f17"},
+ {file = "yarl-1.9.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b8d51817cf4b8d545963ec65ff06c1b92e5765aa98831678d0e2240b6e9fd281"},
+ {file = "yarl-1.9.3-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:53ec65f7eee8655bebb1f6f1607760d123c3c115a324b443df4f916383482a67"},
+ {file = "yarl-1.9.3-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cfd77e8e5cafba3fb584e0f4b935a59216f352b73d4987be3af51f43a862c403"},
+ {file = "yarl-1.9.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e73db54c967eb75037c178a54445c5a4e7461b5203b27c45ef656a81787c0c1b"},
+ {file = "yarl-1.9.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:09c19e5f4404574fcfb736efecf75844ffe8610606f3fccc35a1515b8b6712c4"},
+ {file = "yarl-1.9.3-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:6280353940f7e5e2efaaabd686193e61351e966cc02f401761c4d87f48c89ea4"},
+ {file = "yarl-1.9.3-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:c25ec06e4241e162f5d1f57c370f4078797ade95c9208bd0c60f484834f09c96"},
+ {file = "yarl-1.9.3-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:7217234b10c64b52cc39a8d82550342ae2e45be34f5bff02b890b8c452eb48d7"},
+ {file = "yarl-1.9.3-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:4ce77d289f8d40905c054b63f29851ecbfd026ef4ba5c371a158cfe6f623663e"},
+ {file = "yarl-1.9.3-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:5f74b015c99a5eac5ae589de27a1201418a5d9d460e89ccb3366015c6153e60a"},
+ {file = "yarl-1.9.3-cp38-cp38-win32.whl", hash = "sha256:8a2538806be846ea25e90c28786136932ec385c7ff3bc1148e45125984783dc6"},
+ {file = "yarl-1.9.3-cp38-cp38-win_amd64.whl", hash = "sha256:6465d36381af057d0fab4e0f24ef0e80ba61f03fe43e6eeccbe0056e74aadc70"},
+ {file = "yarl-1.9.3-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:2f3c8822bc8fb4a347a192dd6a28a25d7f0ea3262e826d7d4ef9cc99cd06d07e"},
+ {file = "yarl-1.9.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:b7831566595fe88ba17ea80e4b61c0eb599f84c85acaa14bf04dd90319a45b90"},
+ {file = "yarl-1.9.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:ff34cb09a332832d1cf38acd0f604c068665192c6107a439a92abfd8acf90fe2"},
+ {file = "yarl-1.9.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fe8080b4f25dfc44a86bedd14bc4f9d469dfc6456e6f3c5d9077e81a5fedfba7"},
+ {file = "yarl-1.9.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8535e111a064f3bdd94c0ed443105934d6f005adad68dd13ce50a488a0ad1bf3"},
+ {file = "yarl-1.9.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0d155a092bf0ebf4a9f6f3b7a650dc5d9a5bbb585ef83a52ed36ba46f55cc39d"},
+ {file = "yarl-1.9.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:778df71c8d0c8c9f1b378624b26431ca80041660d7be7c3f724b2c7a6e65d0d6"},
+ {file = "yarl-1.9.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b9f9cafaf031c34d95c1528c16b2fa07b710e6056b3c4e2e34e9317072da5d1a"},
+ {file = "yarl-1.9.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:ca6b66f69e30f6e180d52f14d91ac854b8119553b524e0e28d5291a724f0f423"},
+ {file = "yarl-1.9.3-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:e0e7e83f31e23c5d00ff618045ddc5e916f9e613d33c5a5823bc0b0a0feb522f"},
+ {file = "yarl-1.9.3-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:af52725c7c39b0ee655befbbab5b9a1b209e01bb39128dce0db226a10014aacc"},
+ {file = "yarl-1.9.3-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:0ab5baaea8450f4a3e241ef17e3d129b2143e38a685036b075976b9c415ea3eb"},
+ {file = "yarl-1.9.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:6d350388ba1129bc867c6af1cd17da2b197dff0d2801036d2d7d83c2d771a682"},
+ {file = "yarl-1.9.3-cp39-cp39-win32.whl", hash = "sha256:e2a16ef5fa2382af83bef4a18c1b3bcb4284c4732906aa69422cf09df9c59f1f"},
+ {file = "yarl-1.9.3-cp39-cp39-win_amd64.whl", hash = "sha256:d92d897cb4b4bf915fbeb5e604c7911021a8456f0964f3b8ebbe7f9188b9eabb"},
+ {file = "yarl-1.9.3-py3-none-any.whl", hash = "sha256:271d63396460b6607b588555ea27a1a02b717ca2e3f2cf53bdde4013d7790929"},
+ {file = "yarl-1.9.3.tar.gz", hash = "sha256:4a14907b597ec55740f63e52d7fee0e9ee09d5b9d57a4f399a7423268e457b57"},
]
[package.dependencies]
@@ -1779,4 +1987,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
[metadata]
lock-version = "2.0"
python-versions = "^3.10"
-content-hash = "c0b2fcab1a4add0d43415d41359db59dd15ce87f14f5227e8f0cfb956a679dcd"
+content-hash = "b751e9eced707d903729ec6f473ec547e00bd7ef98e7536da003e5d2f4a80783"
diff --git a/pyproject.toml b/pyproject.toml
index ce9aa8f0c01ecff5159cc03ac288995693e13b22..76ac7539cb2b21a902572467ed188ed871a34573 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,11 +1,12 @@
[tool.poetry]
name = "semantic-router"
-version = "0.0.4"
+version = "0.0.5"
description = "Super fast semantic router for AI decision making"
authors = [
"James Briggs <james@aurelio.ai>",
"Siraj Aizlewood <siraj@aurelio.ai>",
"Simonas Jakubonis <simonas@aurelio.ai>",
+ "Luca Mannini <luca@aurelio.ai>",
"Bogdan Buduroiu <bogdan@aurelio.ai>"
]
readme = "README.md"
@@ -15,7 +16,8 @@ python = "^3.10"
pydantic = "^1.8.2"
openai = "^0.28.1"
cohere = "^4.32"
-numpy = "^1.26.2"
+numpy = "^1.25.2"
+pinecone-text = "^0.7.0"
[tool.poetry.group.dev.dependencies]
diff --git a/semantic_router/__init__.py b/semantic_router/__init__.py
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..734906f8554e11898fbefe8c95ef92a555dc5c8d 100644
--- a/semantic_router/__init__.py
+++ b/semantic_router/__init__.py
@@ -0,0 +1,3 @@
+from .layer import DecisionLayer, HybridDecisionLayer
+
+__all__ = ["DecisionLayer", "HybridDecisionLayer"]
diff --git a/semantic_router/encoders/__init__.py b/semantic_router/encoders/__init__.py
index 3fc9481593d725ce2bc91b89dd404d4c5b19d602..0c86ce7c47290d1490565837bb8a98a5631941f2 100644
--- a/semantic_router/encoders/__init__.py
+++ b/semantic_router/encoders/__init__.py
@@ -1,5 +1,6 @@
from .base import BaseEncoder
from .cohere import CohereEncoder
from .openai import OpenAIEncoder
+from .bm25 import BM25Encoder
-__all__ = ["BaseEncoder", "CohereEncoder", "OpenAIEncoder"]
+__all__ = ["BaseEncoder", "CohereEncoder", "OpenAIEncoder", "BM25Encoder"]
diff --git a/semantic_router/encoders/base.py b/semantic_router/encoders/base.py
index 4b5ca40d338e279b5ee8cb14eeb0a1c0c042d08c..b6de1f89b80f42ea42d3abe76bbf61441936aa6e 100644
--- a/semantic_router/encoders/base.py
+++ b/semantic_router/encoders/base.py
@@ -7,5 +7,5 @@ class BaseEncoder(BaseModel):
class Config:
arbitrary_types_allowed = True
- def __call__(self, texts: list[str]) -> list[float]:
+ def __call__(self, docs: list[str]) -> list[float]:
raise NotImplementedError("Subclasses must implement this method")
diff --git a/semantic_router/encoders/bm25.py b/semantic_router/encoders/bm25.py
new file mode 100644
index 0000000000000000000000000000000000000000..0d498197b5e548ad3fd7cc0eade0b457f47d795f
--- /dev/null
+++ b/semantic_router/encoders/bm25.py
@@ -0,0 +1,40 @@
+from pinecone_text.sparse import BM25Encoder as encoder
+
+from semantic_router.encoders import BaseEncoder
+
+
+class BM25Encoder(BaseEncoder):
+ model: encoder | None = None
+ idx_mapping: dict[int, int] | None = None
+
+ def __init__(self, name: str = "bm25"):
+ super().__init__(name=name)
+ # initialize BM25 encoder with default params (trained on MSMarco)
+ self.model = encoder.default()
+ self.idx_mapping = {
+ idx: i
+ for i, idx in enumerate(self.model.get_params()["doc_freq"]["indices"])
+ }
+
+ def __call__(self, docs: list[str]) -> list[list[float]]:
+ if len(docs) == 1:
+ sparse_dicts = self.model.encode_queries(docs)
+ elif len(docs) > 1:
+ sparse_dicts = self.model.encode_documents(docs)
+ else:
+ raise ValueError("No documents to encode.")
+ # convert sparse dict to sparse vector
+ embeds = [[0.0] * len(self.idx_mapping)] * len(docs)
+ for i, output in enumerate(sparse_dicts):
+ indices = output["indices"]
+ values = output["values"]
+ for idx, val in zip(indices, values):
+ if idx in self.idx_mapping:
+ position = self.idx_mapping[idx]
+ embeds[i][position] = val
+ else:
+ print(idx, "not in encoder.idx_mapping")
+ return embeds
+
+ def fit(self, docs: list[str]):
+ self.model.fit(docs)
diff --git a/semantic_router/encoders/cohere.py b/semantic_router/encoders/cohere.py
index bea75ba20a3fd3f137b998e348d51c651ab01038..fd20fa7586da1a4370d541e8659b826b93db9fac 100644
--- a/semantic_router/encoders/cohere.py
+++ b/semantic_router/encoders/cohere.py
@@ -17,8 +17,8 @@ class CohereEncoder(BaseEncoder):
raise ValueError("Cohere API key cannot be 'None'.")
self.client = cohere.Client(cohere_api_key)
- def __call__(self, texts: list[str]) -> list[list[float]]:
+ def __call__(self, docs: list[str]) -> list[list[float]]:
if self.client is None:
raise ValueError("Cohere client is not initialized.")
- embeds = self.client.embed(texts, input_type="search_query", model=self.name)
+ embeds = self.client.embed(docs, input_type="search_query", model=self.name)
return embeds.embeddings
diff --git a/semantic_router/encoders/openai.py b/semantic_router/encoders/openai.py
index 87feec4ca3fdbc93d777e4b6d91d7aa0b16bee07..5700c8003b05bcb7a3be237b7ac655d9b13d56d4 100644
--- a/semantic_router/encoders/openai.py
+++ b/semantic_router/encoders/openai.py
@@ -14,7 +14,7 @@ class OpenAIEncoder(BaseEncoder):
if openai.api_key is None:
raise ValueError("OpenAI API key cannot be 'None'.")
- def __call__(self, texts: list[str]) -> list[list[float]]:
+ def __call__(self, docs: list[str]) -> list[list[float]]:
"""Encode a list of texts using the OpenAI API. Returns a list of
vector embeddings.
"""
@@ -22,7 +22,7 @@ class OpenAIEncoder(BaseEncoder):
# exponential backoff in case of RateLimitError
for j in range(5):
try:
- res = openai.Embedding.create(input=texts, engine=self.name)
+ res = openai.Embedding.create(input=docs, engine=self.name)
if isinstance(res, dict) and "data" in res:
break
except RateLimitError:
diff --git a/semantic_router/layer.py b/semantic_router/layer.py
index 5add0784a6b966de926c276cbc89a000b9a5673b..adff961c16cb87965f06975afed8b185d4932f8c 100644
--- a/semantic_router/layer.py
+++ b/semantic_router/layer.py
@@ -1,6 +1,13 @@
import numpy as np
+from numpy.linalg import norm
+from tqdm.auto import tqdm
-from semantic_router.encoders import BaseEncoder, CohereEncoder, OpenAIEncoder
+from semantic_router.encoders import (
+ BaseEncoder,
+ CohereEncoder,
+ OpenAIEncoder,
+ BM25Encoder,
+)
from semantic_router.linear import similarity_matrix, top_scores
from semantic_router.schema import Decision
@@ -8,27 +15,27 @@ from semantic_router.schema import Decision
class DecisionLayer:
index = None
categories = None
- similarity_threshold = 0.82
+ score_threshold = 0.82
def __init__(self, encoder: BaseEncoder, decisions: list[Decision] = []):
self.encoder = encoder
# decide on default threshold based on encoder
if isinstance(encoder, OpenAIEncoder):
- self.similarity_threshold = 0.82
+ self.score_threshold = 0.82
elif isinstance(encoder, CohereEncoder):
- self.similarity_threshold = 0.3
+ self.score_threshold = 0.3
else:
- self.similarity_threshold = 0.82
+ self.score_threshold = 0.82
# if decisions list has been passed, we initialize index now
if decisions:
# initialize index now
- for decision in decisions:
+ for decision in tqdm(decisions):
self._add_decision(decision=decision)
def __call__(self, text: str) -> str | None:
results = self._query(text)
top_class, top_class_scores = self._semantic_classify(results)
- passed = self._pass_threshold(top_class_scores, self.similarity_threshold)
+ passed = self._pass_threshold(top_class_scores, self.score_threshold)
if passed:
return top_class
else:
@@ -98,3 +105,135 @@ class DecisionLayer:
return max(scores) > threshold
else:
return False
+
+
+class HybridDecisionLayer:
+ index = None
+ sparse_index = None
+ categories = None
+ score_threshold = 0.82
+
+ def __init__(
+ self, encoder: BaseEncoder, decisions: list[Decision] = [], alpha: float = 0.3
+ ):
+ self.encoder = encoder
+ self.sparse_encoder = BM25Encoder()
+ self.alpha = alpha
+ # decide on default threshold based on encoder
+ if isinstance(encoder, OpenAIEncoder):
+ self.score_threshold = 0.82
+ elif isinstance(encoder, CohereEncoder):
+ self.score_threshold = 0.3
+ else:
+ self.score_threshold = 0.82
+ # if decisions list has been passed, we initialize index now
+ if decisions:
+ # initialize index now
+ for decision in tqdm(decisions):
+ self._add_decision(decision=decision)
+
+ def __call__(self, text: str) -> str | None:
+ results = self._query(text)
+ top_class, top_class_scores = self._semantic_classify(results)
+ passed = self._pass_threshold(top_class_scores, self.score_threshold)
+ if passed:
+ return top_class
+ else:
+ return None
+
+ def add(self, decision: Decision):
+ self._add_decision(decision=decision)
+
+ def _add_decision(self, decision: Decision):
+ # create embeddings
+ dense_embeds = np.array(self.encoder(decision.utterances)) # * self.alpha
+ sparse_embeds = np.array(
+ self.sparse_encoder(decision.utterances)
+ ) # * (1 - self.alpha)
+
+ # create decision array
+ if self.categories is None:
+ self.categories = np.array([decision.name] * len(decision.utterances))
+ self.utterances = np.array(decision.utterances)
+ else:
+ str_arr = np.array([decision.name] * len(decision.utterances))
+ self.categories = np.concatenate([self.categories, str_arr])
+ self.utterances = np.concatenate(
+ [self.utterances, np.array(decision.utterances)]
+ )
+ # create utterance array (the dense index)
+ if self.index is None:
+ self.index = dense_embeds
+ else:
+ self.index = np.concatenate([self.index, dense_embeds])
+ # create sparse utterance array
+ if self.sparse_index is None:
+ self.sparse_index = sparse_embeds
+ else:
+ self.sparse_index = np.concatenate([self.sparse_index, sparse_embeds])
+
+ def _query(self, text: str, top_k: int = 5):
+ """Given some text, encodes and searches the index vector space to
+ retrieve the top_k most similar records.
+ """
+ # create dense query vector
+ xq_d = np.array(self.encoder([text]))
+ xq_d = np.squeeze(xq_d) # Reduce to 1d array.
+ # create sparse query vector
+ xq_s = np.array(self.sparse_encoder([text]))
+ xq_s = np.squeeze(xq_s)
+ # convex scaling
+ xq_d, xq_s = self._convex_scaling(xq_d, xq_s)
+
+ if self.index is not None:
+ # calculate dense vec similarity
+ index_norm = norm(self.index, axis=1)
+ xq_d_norm = norm(xq_d.T)
+ sim_d = np.dot(self.index, xq_d.T) / (index_norm * xq_d_norm)
+ # calculate sparse vec similarity
+ sparse_norm = norm(self.sparse_index, axis=1)
+ xq_s_norm = norm(xq_s.T)
+ sim_s = np.dot(self.sparse_index, xq_s.T) / (sparse_norm * xq_s_norm)
+ total_sim = sim_d + sim_s
+ # get indices of top_k records
+ top_k = min(top_k, total_sim.shape[0])
+ idx = np.argpartition(total_sim, -top_k)[-top_k:]
+ scores = total_sim[idx]
+ # get the utterance categories (decision names)
+ decisions = self.categories[idx] if self.categories is not None else []
+ return [
+ {"decision": d, "score": s.item()} for d, s in zip(decisions, scores)
+ ]
+ else:
+ return []
+
+ def _convex_scaling(self, dense: list[float], sparse: list[float]):
+ # scale sparse and dense vecs
+ dense = np.array(dense) * self.alpha
+ sparse = np.array(sparse) * (1 - self.alpha)
+ return dense, sparse
+
+ def _semantic_classify(self, query_results: list[dict]) -> tuple[str, list[float]]:
+ scores_by_class = {}
+ for result in query_results:
+ score = result["score"]
+ decision = result["decision"]
+ if decision in scores_by_class:
+ scores_by_class[decision].append(score)
+ else:
+ scores_by_class[decision] = [score]
+
+ # Calculate total score for each class
+ total_scores = {
+ decision: sum(scores) for decision, scores in scores_by_class.items()
+ }
+ top_class = max(total_scores, key=lambda x: total_scores[x], default=None)
+
+ # Return the top class and its associated scores
+ return str(top_class), scores_by_class.get(top_class, [])
+
+ def _pass_threshold(self, scores: list[float], threshold: float) -> bool:
+ if scores:
+ return max(scores) > threshold
+ else:
+ return False
diff --git a/semantic_router/schema.py b/semantic_router/schema.py
index b0de34d01da3fe17fcecab900accbbf5daba3c45..37a43dd41007634706caedc1b5c5dadd6d734bba 100644
--- a/semantic_router/schema.py
+++ b/semantic_router/schema.py
@@ -17,9 +17,9 @@ class Decision(BaseModel):
class EncoderType(Enum):
+ HUGGINGFACE = "huggingface"
OPENAI = "openai"
COHERE = "cohere"
- HUGGINGFACE = "huggingface"
@dataclass
diff --git a/tests/unit/encoders/test_bm25.py b/tests/unit/encoders/test_bm25.py
new file mode 100644
index 0000000000000000000000000000000000000000..c198715133829ff4869167b80117c40dba72d4fb
--- /dev/null
+++ b/tests/unit/encoders/test_bm25.py
@@ -0,0 +1,35 @@
+import pytest
+
+from semantic_router.encoders import BM25Encoder
+
+
+@pytest.fixture
+def bm25_encoder():
+ return BM25Encoder()
+
+
+class TestBM25Encoder:
+ def test_initialization(self, bm25_encoder):
+ assert len(bm25_encoder.idx_mapping) != 0
+
+ def test_fit(self, bm25_encoder):
+ bm25_encoder.fit(["some docs", "and more docs", "and even more docs"])
+ assert len(bm25_encoder.idx_mapping) != 0
+
+ def test_call_method(self, bm25_encoder):
+ result = bm25_encoder(["test"])
+ assert isinstance(result, list), "Result should be a list"
+ assert all(
+ isinstance(sublist, list) for sublist in result
+ ), "Each item in result should be a list"
+
+ def test_call_method_no_docs(self, bm25_encoder):
+ with pytest.raises(ValueError):
+ bm25_encoder([])
+
+ def test_call_method_no_word(self, bm25_encoder):
+ result = bm25_encoder(["doc with fake word gta5jabcxyz"])
+ assert isinstance(result, list), "Result should be a list"
+ assert all(
+ isinstance(sublist, list) for sublist in result
+ ), "Each item in result should be a list"
diff --git a/tests/unit/test_layer.py b/tests/unit/test_layer.py
index 96e06a086469b78c03dde08ff4508c33ea548095..a746c4ec8f220f0896abb5c415749cb7b62a5796 100644
--- a/tests/unit/test_layer.py
+++ b/tests/unit/test_layer.py
@@ -1,7 +1,10 @@
import pytest
from semantic_router.encoders import BaseEncoder, CohereEncoder, OpenAIEncoder
-from semantic_router.layer import DecisionLayer # Replace with the actual module name
+from semantic_router.layer import (
+ DecisionLayer,
+ HybridDecisionLayer,
+) # Replace with the actual module name
from semantic_router.schema import Decision
@@ -45,16 +48,16 @@ def decisions():
class TestDecisionLayer:
def test_initialization(self, openai_encoder, decisions):
decision_layer = DecisionLayer(encoder=openai_encoder, decisions=decisions)
- assert decision_layer.similarity_threshold == 0.82
+ assert decision_layer.score_threshold == 0.82
assert len(decision_layer.index) == 5
assert len(set(decision_layer.categories)) == 2
def test_initialization_different_encoders(self, cohere_encoder, openai_encoder):
decision_layer_cohere = DecisionLayer(encoder=cohere_encoder)
- assert decision_layer_cohere.similarity_threshold == 0.3
+ assert decision_layer_cohere.score_threshold == 0.3
decision_layer_openai = DecisionLayer(encoder=openai_encoder)
- assert decision_layer_openai.similarity_threshold == 0.82
+ assert decision_layer_openai.score_threshold == 0.82
def test_add_decision(self, openai_encoder):
decision_layer = DecisionLayer(encoder=openai_encoder)
@@ -107,9 +110,87 @@ class TestDecisionLayer:
assert not decision_layer._pass_threshold([], 0.5)
assert decision_layer._pass_threshold([0.6, 0.7], 0.5)
- def test_failover_similarity_threshold(self, base_encoder):
+ def test_failover_score_threshold(self, base_encoder):
decision_layer = DecisionLayer(encoder=base_encoder)
- assert decision_layer.similarity_threshold == 0.82
+ assert decision_layer.score_threshold == 0.82
+
+
+class TestHybridDecisionLayer:
+ def test_initialization(self, openai_encoder, decisions):
+ decision_layer = HybridDecisionLayer(
+ encoder=openai_encoder, decisions=decisions
+ )
+ assert decision_layer.score_threshold == 0.82
+ assert len(decision_layer.index) == 5
+ assert len(set(decision_layer.categories)) == 2
+
+ def test_initialization_different_encoders(self, cohere_encoder, openai_encoder):
+ decision_layer_cohere = HybridDecisionLayer(encoder=cohere_encoder)
+ assert decision_layer_cohere.score_threshold == 0.3
+
+ decision_layer_openai = HybridDecisionLayer(encoder=openai_encoder)
+ assert decision_layer_openai.score_threshold == 0.82
+
+ def test_add_decision(self, openai_encoder):
+ decision_layer = HybridDecisionLayer(encoder=openai_encoder)
+ decision = Decision(name="Decision 3", utterances=["Yes", "No"])
+ decision_layer.add(decision)
+ assert len(decision_layer.index) == 2
+ assert len(set(decision_layer.categories)) == 1
+
+ def test_add_multiple_decisions(self, openai_encoder, decisions):
+ decision_layer = HybridDecisionLayer(encoder=openai_encoder)
+ for decision in decisions:
+ decision_layer.add(decision)
+ assert len(decision_layer.index) == 5
+ assert len(set(decision_layer.categories)) == 2
+
+ def test_query_and_classification(self, openai_encoder, decisions):
+ decision_layer = HybridDecisionLayer(
+ encoder=openai_encoder, decisions=decisions
+ )
+ query_result = decision_layer("Hello")
+ assert query_result in ["Decision 1", "Decision 2"]
+
+ def test_query_with_no_index(self, openai_encoder):
+ decision_layer = HybridDecisionLayer(encoder=openai_encoder)
+ assert decision_layer("Anything") is None
+
+ def test_semantic_classify(self, openai_encoder, decisions):
+ decision_layer = HybridDecisionLayer(
+ encoder=openai_encoder, decisions=decisions
+ )
+ classification, score = decision_layer._semantic_classify(
+ [
+ {"decision": "Decision 1", "score": 0.9},
+ {"decision": "Decision 2", "score": 0.1},
+ ]
+ )
+ assert classification == "Decision 1"
+ assert score == [0.9]
+
+ def test_semantic_classify_multiple_decisions(self, openai_encoder, decisions):
+ decision_layer = HybridDecisionLayer(
+ encoder=openai_encoder, decisions=decisions
+ )
+ classification, score = decision_layer._semantic_classify(
+ [
+ {"decision": "Decision 1", "score": 0.9},
+ {"decision": "Decision 2", "score": 0.1},
+ {"decision": "Decision 1", "score": 0.8},
+ ]
+ )
+ assert classification == "Decision 1"
+ assert score == [0.9, 0.8]
+
+ def test_pass_threshold(self, openai_encoder):
+ decision_layer = HybridDecisionLayer(encoder=openai_encoder)
+ assert not decision_layer._pass_threshold([], 0.5)
+ assert decision_layer._pass_threshold([0.6, 0.7], 0.5)
+
+ def test_failover_score_threshold(self, base_encoder):
+ decision_layer = HybridDecisionLayer(encoder=base_encoder)
+ assert decision_layer.score_threshold == 0.82
# Add more tests for edge cases and error handling as needed.