{ "cells": [ { "cell_type": "markdown", "id": "ef9ec743", "metadata": {}, "source": [ "Questions answering with Hugging Face embeddings.\n", "Adapted from the [LlamaIndex example](https://github.com/jerryjliu/gpt_index/blob/main/examples/gatsby/TestGatsby.ipynb). " ] }, { "cell_type": "code", "execution_count": 1, "id": "009d42b4", "metadata": { "execution": { "iopub.execute_input": "2023-02-27T01:42:18.198257Z", "iopub.status.busy": "2023-02-27T01:42:18.198061Z", "iopub.status.idle": "2023-02-27T01:42:18.857472Z", "shell.execute_reply": "2023-02-27T01:42:18.856748Z" } }, "outputs": [], "source": [ "import datasets\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": 2, "id": "268e96a2", "metadata": { "execution": { "iopub.execute_input": "2023-02-27T01:42:18.860345Z", "iopub.status.busy": "2023-02-27T01:42:18.859944Z", "iopub.status.idle": "2023-02-27T01:42:19.003657Z", "shell.execute_reply": "2023-02-27T01:42:19.002999Z" } }, "outputs": [], "source": [ "from minichain import EmbeddingPrompt, TemplatePrompt, show_log, start_chain" ] }, { "cell_type": "markdown", "id": "d9db66d3", "metadata": {}, "source": [ "Load data with embeddings (computed beforehand)" ] }, { "cell_type": "code", "execution_count": 3, "id": "45b2af90", "metadata": { "execution": { "iopub.execute_input": "2023-02-27T01:42:19.006281Z", "iopub.status.busy": "2023-02-27T01:42:19.006013Z", "iopub.status.idle": "2023-02-27T01:42:19.040589Z", "shell.execute_reply": "2023-02-27T01:42:19.040155Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "767c094ef5ca40bba8598c29f12a4e82", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/1 [00:00 -->\n", "
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QAPrompt

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{'question': 'Who was Gatsby?', 'docs': ['doc1', 'doc2', 'doc3']}\n",
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Full Prompt:
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Context information is below.
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Given the context information and not prior knowledge, answer the question:

Who was Gatsby?

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Response:
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QAPrompt

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Input:
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{'question': 'Who was Gatsby?', 'docs': ['doc1', 'doc2', 'doc3']}\\n
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Full Prompt:
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\\n Prompt\\n

Context information is below.
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* doc1

* doc2

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Given the context information and not prior knowledge, answer the question:

Who was Gatsby?

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Response:
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Value:
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\\n')" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "QAPrompt().show({\"question\": \"Who was Gatsby?\", \"docs\": [\"doc1\", \"doc2\", \"doc3\"]}, \"\")" ] }, { "cell_type": "code", "execution_count": 8, "id": "bf80e95a", "metadata": { "execution": { "iopub.execute_input": "2023-02-27T01:42:23.064174Z", "iopub.status.busy": "2023-02-27T01:42:23.063901Z", "iopub.status.idle": "2023-02-27T01:42:23.149001Z", "shell.execute_reply": "2023-02-27T01:42:23.148032Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001b[38;5;15m150103fd-7d30-415e-9d6a-5b90d2828e01\u001b[1m\u001b[0m\n", "└── \u001b[38;5;5m\u001b[0m/1\u001b[0m ⇒ \u001b[38;5;2mstarted\u001b[0m \u001b[38;5;15m2023-02-27 01:42:19Z\u001b[2m\u001b[0m ⧖ \u001b[38;5;4m0.568s\u001b[2m\u001b[0m\n", " ├── \u001b[38;5;5mInput Function\u001b[0m/2/1\u001b[0m ⇒ \u001b[38;5;2mstarted\u001b[0m \u001b[38;5;15m2023-02-27 01:42:19Z\u001b[2m\u001b[0m ⧖ \u001b[38;5;4m0.000s\u001b[2m\u001b[0m\n", " │ ├── \u001b[38;5;4minput\u001b[0m: What did Gatsby do before he met Daisy?\u001b[0m\n", " │ └── \u001b[38;5;5mInput Function\u001b[0m/2/2\u001b[0m ⇒ \u001b[38;5;2msucceeded\u001b[0m \u001b[38;5;15m2023-02-27 01:42:19Z\u001b[2m\u001b[0m\n", " ├── \u001b[38;5;5mPrompted\u001b[0m/3/1\u001b[0m ⇒ \u001b[38;5;2mstarted\u001b[0m \u001b[38;5;15m2023-02-27 01:42:19Z\u001b[2m\u001b[0m ⧖ \u001b[38;5;4m0.564s\u001b[2m\u001b[0m\n", " │ ├── \u001b[38;5;4mprompt\u001b[0m: What did Gatsby do before he met Daisy?\u001b[0m\n", " │ └── \u001b[38;5;5mPrompted\u001b[0m/3/2\u001b[0m ⇒ \u001b[38;5;2msucceeded\u001b[0m \u001b[38;5;15m2023-02-27 01:42:19Z\u001b[2m\u001b[0m\n", " ├── \u001b[38;5;5mResult\u001b[0m/4/1\u001b[0m ⇒ \u001b[38;5;2mstarted\u001b[0m \u001b[38;5;15m2023-02-27 01:42:19Z\u001b[2m\u001b[0m ⧖ \u001b[38;5;4m0.004s\u001b[2m\u001b[0m\n", " │ ├── \u001b[38;5;4mresult\u001b[0m: \u001b[0m\n", " │ │ ├── \u001b[38;5;4m0\u001b[0m: -0.003887228202074766\u001b[0m\n", " │ │ ├── \u001b[38;5;4m1\u001b[0m: 0.0198895875364542\u001b[0m\n", " │ │ ├── \u001b[38;5;4m2\u001b[0m: 0.005014391615986824\u001b[0m\n", " │ │ ├── \u001b[38;5;4m3\u001b[0m: -0.0190346110612154\u001b[0m\n", " │ │ ├── \u001b[38;5;4m4\u001b[0m: -0.042222920805215836\u001b[0m\n", " │ │ ├── \u001b[38;5;4m5\u001b[0m: 0.012635739520192146\u001b[0m\n", " │ │ ├── \u001b[38;5;4m6\u001b[0m: -0.005387490149587393\u001b[0m\n", " │ │ ├── \u001b[38;5;4m7\u001b[0m: 0.03442128375172615\u001b[0m\n", " │ │ ├── \u001b[38;5;4m8\u001b[0m: 0.0464773066341877\u001b[0m\n", " │ │ ├── \u001b[38;5;4m9\u001b[0m: 0.008885958231985569\u001b[0m\n", " │ │ ├── \u001b[38;5;4m10\u001b[0m: -0.04840860515832901\u001b[0m\n", " │ │ ├── \u001b[38;5;4m11\u001b[0m: -0.03726816177368164\u001b[0m\n", " │ │ ├── \u001b[38;5;4m12\u001b[0m: 0.016300739720463753\u001b[0m\n", " │ │ ├── \u001b[38;5;4m13\u001b[0m: -0.0653470978140831\u001b[0m\n", " │ │ ├── \u001b[38;5;4m14\u001b[0m: 0.0007964272517710924\u001b[0m\n", " │ │ ├── \u001b[38;5;4m15\u001b[0m: 0.04424842447042465\u001b[0m\n", " │ │ ├── \u001b[38;5;4m16\u001b[0m: 0.01560900267213583\u001b[0m\n", " │ │ ├── \u001b[38;5;4m17\u001b[0m: 0.035743627697229385\u001b[0m\n", " │ │ ├── \u001b[38;5;4m18\u001b[0m: -0.00965164601802826\u001b[0m\n", " │ │ ├── \u001b[38;5;4m19\u001b[0m: 0.009560459293425083\u001b[0m\n", " │ │ ├── \u001b[38;5;4m20\u001b[0m: -0.02739725448191166\u001b[0m\n", " │ │ ├── \u001b[38;5;4m21\u001b[0m: -0.007629592437297106\u001b[0m\n", " │ │ ├── \u001b[38;5;4m22\u001b[0m: 0.021500661969184875\u001b[0m\n", " │ │ ├── \u001b[38;5;4m23\u001b[0m: 0.013538479804992676\u001b[0m\n", " │ │ ├── \u001b[38;5;4m24\u001b[0m: 0.04506908357143402\u001b[0m\n", " │ │ ├── \u001b[38;5;4m25\u001b[0m: -0.02173086814582348\u001b[0m\n", " │ │ ├── \u001b[38;5;4m26\u001b[0m: -0.037203118205070496\u001b[0m\n", " │ │ ├── \u001b[38;5;4m27\u001b[0m: 0.02240951545536518\u001b[0m\n", " │ │ ├── \u001b[38;5;4m28\u001b[0m: 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-0.005036478396505117\u001b[0m\n", " │ │ ├── \u001b[38;5;4m57\u001b[0m: 0.006569963879883289\u001b[0m\n", " │ │ ├── \u001b[38;5;4m58\u001b[0m: -0.0036258224863559008\u001b[0m\n", " │ │ ├── \u001b[38;5;4m59\u001b[0m: 0.008000718429684639\u001b[0m\n", " │ │ ├── \u001b[38;5;4m60\u001b[0m: -0.0062234364449977875\u001b[0m\n", " │ │ ├── \u001b[38;5;4m61\u001b[0m: -0.023182090371847153\u001b[0m\n", " │ │ ├── \u001b[38;5;4m62\u001b[0m: -0.00882204994559288\u001b[0m\n", " │ │ ├── \u001b[38;5;4m63\u001b[0m: 0.009475354105234146\u001b[0m\n", " │ │ ├── \u001b[38;5;4m64\u001b[0m: 0.017948221415281296\u001b[0m\n", " │ │ ├── \u001b[38;5;4m65\u001b[0m: 0.015006807632744312\u001b[0m\n", " │ │ ├── \u001b[38;5;4m66\u001b[0m: 0.021125024184584618\u001b[0m\n", " │ │ ├── \u001b[38;5;4m67\u001b[0m: 0.05389823764562607\u001b[0m\n", " │ │ ├── \u001b[38;5;4m68\u001b[0m: -0.02793748676776886\u001b[0m\n", " │ │ ├── \u001b[38;5;4m69\u001b[0m: -0.05090532824397087\u001b[0m\n", " │ │ ├── \u001b[38;5;4m70\u001b[0m: -0.03356138616800308\u001b[0m\n", " │ │ ├── \u001b[38;5;4m71\u001b[0m: 0.03817868232727051\u001b[0m\n", " │ │ ├── \u001b[38;5;4m72\u001b[0m: 0.012790110893547535\u001b[0m\n", " │ │ ├── \u001b[38;5;4m73\u001b[0m: 0.07405167073011398\u001b[0m\n", " │ │ ├── \u001b[38;5;4m74\u001b[0m: -0.0328509584069252\u001b[0m\n", " │ │ ├── \u001b[38;5;4m75\u001b[0m: 0.05626484006643295\u001b[0m\n", " │ │ ├── \u001b[38;5;4m76\u001b[0m: 0.019829316064715385\u001b[0m\n", " │ │ ├── \u001b[38;5;4m77\u001b[0m: -0.03345923125743866\u001b[0m\n", " │ │ ├── \u001b[38;5;4m78\u001b[0m: -0.02177395671606064\u001b[0m\n", " │ │ ├── \u001b[38;5;4m79\u001b[0m: 0.02872779779136181\u001b[0m\n", " │ │ ├── \u001b[38;5;4m80\u001b[0m: 0.0135793536901474\u001b[0m\n", " │ │ ├── \u001b[38;5;4m81\u001b[0m: -0.031462039798498154\u001b[0m\n", " │ │ ├── \u001b[38;5;4m82\u001b[0m: 0.002982931211590767\u001b[0m\n", " │ │ ├── \u001b[38;5;4m83\u001b[0m: 0.06613441556692123\u001b[0m\n", " │ │ ├── \u001b[38;5;4m84\u001b[0m: 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-0.021489188075065613\u001b[0m\n", " │ │ ├── \u001b[38;5;4m99\u001b[0m: -0.048992808908224106\u001b[0m\n", " │ │ ├── \u001b[38;5;4m100\u001b[0m: -0.05567613244056702\u001b[0m\n", " │ │ ├── \u001b[38;5;4m101\u001b[0m: 0.021180571988224983\u001b[0m\n", " │ │ ├── \u001b[38;5;4m102\u001b[0m: 0.025468016043305397\u001b[0m\n", " │ │ ├── \u001b[38;5;4m103\u001b[0m: -0.013376590795814991\u001b[0m\n", " │ │ ├── \u001b[38;5;4m104\u001b[0m: 0.019633078947663307\u001b[0m\n", " │ │ ├── \u001b[38;5;4m105\u001b[0m: 0.018038973212242126\u001b[0m\n", " │ │ ├── \u001b[38;5;4m106\u001b[0m: -0.029233181849122047\u001b[0m\n", " │ │ ├── \u001b[38;5;4m107\u001b[0m: -0.010348604992032051\u001b[0m\n", " │ │ ├── \u001b[38;5;4m108\u001b[0m: -0.00217558816075325\u001b[0m\n", " │ │ ├── \u001b[38;5;4m109\u001b[0m: 0.034397006034851074\u001b[0m\n", " │ │ ├── \u001b[38;5;4m110\u001b[0m: -0.003291693516075611\u001b[0m\n", " │ │ ├── \u001b[38;5;4m111\u001b[0m: 0.01378923375159502\u001b[0m\n", " │ │ ├── \u001b[38;5;4m112\u001b[0m: -0.023623095825314522\u001b[0m\n", " │ │ ├── \u001b[38;5;4m113\u001b[0m: 0.0077826292254030704\u001b[0m\n", " │ │ ├── \u001b[38;5;4m114\u001b[0m: 0.0757577195763588\u001b[0m\n", " │ │ ├── \u001b[38;5;4m115\u001b[0m: -0.045490678399801254\u001b[0m\n", " │ │ ├── \u001b[38;5;4m116\u001b[0m: 0.0271370317786932\u001b[0m\n", " │ │ ├── \u001b[38;5;4m117\u001b[0m: 0.01106982585042715\u001b[0m\n", " │ │ ├── \u001b[38;5;4m118\u001b[0m: 0.06986100226640701\u001b[0m\n", " │ │ ├── \u001b[38;5;4m119\u001b[0m: 0.004652573261409998\u001b[0m\n", " │ │ ├── \u001b[38;5;4m120\u001b[0m: -0.026407692581415176\u001b[0m\n", " │ │ ├── \u001b[38;5;4m121\u001b[0m: 0.02654942311346531\u001b[0m\n", " │ │ ├── \u001b[38;5;4m122\u001b[0m: -0.013814344070851803\u001b[0m\n", " │ │ ├── \u001b[38;5;4m123\u001b[0m: 0.015623255632817745\u001b[0m\n", " │ │ ├── \u001b[38;5;4m124\u001b[0m: -0.0013841806212440133\u001b[0m\n", " │ │ ├── \u001b[38;5;4m125\u001b[0m: -0.07441864907741547\u001b[0m\n", " │ │ ├── \u001b[38;5;4m126\u001b[0m: -0.03911731392145157\u001b[0m\n", " │ │ ├── \u001b[38;5;4m127\u001b[0m: 0.012507066130638123\u001b[0m\n", " │ │ ├── \u001b[38;5;4m128\u001b[0m: -0.0019597068894654512\u001b[0m\n", " │ │ ├── \u001b[38;5;4m129\u001b[0m: 0.04322737082839012\u001b[0m\n", " │ │ ├── \u001b[38;5;4m130\u001b[0m: -0.08140037953853607\u001b[0m\n", " │ │ ├── \u001b[38;5;4m131\u001b[0m: -0.046755872666835785\u001b[0m\n", " │ │ ├── \u001b[38;5;4m132\u001b[0m: 0.006243414245545864\u001b[0m\n", " │ │ ├── \u001b[38;5;4m133\u001b[0m: 0.026318460702896118\u001b[0m\n", " │ │ ├── \u001b[38;5;4m134\u001b[0m: 0.0159731637686491\u001b[0m\n", " │ │ ├── \u001b[38;5;4m135\u001b[0m: 0.03304019197821617\u001b[0m\n", " │ │ ├── \u001b[38;5;4m136\u001b[0m: 0.017776355147361755\u001b[0m\n", " │ │ ├── \u001b[38;5;4m137\u001b[0m: 0.001956591848284006\u001b[0m\n", " │ │ ├── \u001b[38;5;4m138\u001b[0m: -0.05270813778042793\u001b[0m\n", " │ │ ├── \u001b[38;5;4m139\u001b[0m: 0.022184859961271286\u001b[0m\n", " │ │ ├── \u001b[38;5;4m140\u001b[0m: -0.004321028012782335\u001b[0m\n", " │ │ ├── \u001b[38;5;4m141\u001b[0m: -0.06809651106595993\u001b[0m\n", " │ │ ├── \u001b[38;5;4m142\u001b[0m: -0.015974225476384163\u001b[0m\n", " │ │ ├── \u001b[38;5;4m143\u001b[0m: 0.04090206325054169\u001b[0m\n", " │ │ ├── \u001b[38;5;4m144\u001b[0m: -0.027739299461245537\u001b[0m\n", " │ │ ├── \u001b[38;5;4m145\u001b[0m: -0.013041611760854721\u001b[0m\n", " │ │ ├── \u001b[38;5;4m146\u001b[0m: 0.02270037867128849\u001b[0m\n", " │ │ ├── \u001b[38;5;4m147\u001b[0m: -0.07612844556570053\u001b[0m\n", " │ │ ├── \u001b[38;5;4m148\u001b[0m: -0.01403880026191473\u001b[0m\n", " │ │ ├── \u001b[38;5;4m149\u001b[0m: 0.007825094275176525\u001b[0m\n", " │ │ ├── \u001b[38;5;4m150\u001b[0m: 0.019956760108470917\u001b[0m\n", " │ │ ├── \u001b[38;5;4m151\u001b[0m: 0.04297448322176933\u001b[0m\n", " │ │ ├── \u001b[38;5;4m152\u001b[0m: 0.06620678305625916\u001b[0m\n", " │ │ ├── \u001b[38;5;4m153\u001b[0m: -0.0013794675469398499\u001b[0m\n", " │ │ ├── \u001b[38;5;4m154\u001b[0m: -0.0007877094903960824\u001b[0m\n", " │ │ ├── \u001b[38;5;4m155\u001b[0m: -0.0028835332486778498\u001b[0m\n", " │ │ ├── \u001b[38;5;4m156\u001b[0m: -0.03251530975103378\u001b[0m\n", " │ │ ├── \u001b[38;5;4m157\u001b[0m: 0.0693008154630661\u001b[0m\n", " │ │ ├── \u001b[38;5;4m158\u001b[0m: 0.02533932775259018\u001b[0m\n", " │ │ ├── \u001b[38;5;4m159\u001b[0m: -0.04930483549833298\u001b[0m\n", " │ │ ├── \u001b[38;5;4m160\u001b[0m: -0.028866160660982132\u001b[0m\n", " │ │ ├── \u001b[38;5;4m161\u001b[0m: 0.013105092570185661\u001b[0m\n", " │ │ ├── \u001b[38;5;4m162\u001b[0m: -0.00032235519029200077\u001b[0m\n", " │ │ ├── \u001b[38;5;4m163\u001b[0m: -0.004497512709349394\u001b[0m\n", " │ │ ├── \u001b[38;5;4m164\u001b[0m: 0.008668838068842888\u001b[0m\n", " │ │ ├── \u001b[38;5;4m165\u001b[0m: -0.03998921066522598\u001b[0m\n", " │ │ ├── \u001b[38;5;4m166\u001b[0m: 0.03472451865673065\u001b[0m\n", " │ │ ├── \u001b[38;5;4m167\u001b[0m: -0.03176688775420189\u001b[0m\n", " │ │ ├── \u001b[38;5;4m168\u001b[0m: -0.050222210586071014\u001b[0m\n", " │ │ ├── \u001b[38;5;4m169\u001b[0m: -0.007928549312055111\u001b[0m\n", " │ │ ├── \u001b[38;5;4m170\u001b[0m: 0.006060054060071707\u001b[0m\n", " │ │ ├── \u001b[38;5;4m171\u001b[0m: -0.02676914818584919\u001b[0m\n", " │ │ ├── \u001b[38;5;4m172\u001b[0m: -0.0004880416381638497\u001b[0m\n", " │ │ ├── \u001b[38;5;4m173\u001b[0m: 0.018508536741137505\u001b[0m\n", " │ │ ├── \u001b[38;5;4m174\u001b[0m: 0.006893310230225325\u001b[0m\n", " │ │ ├── \u001b[38;5;4m175\u001b[0m: 0.042400188744068146\u001b[0m\n", " │ │ ├── \u001b[38;5;4m176\u001b[0m: 0.009105817414820194\u001b[0m\n", " │ │ ├── \u001b[38;5;4m177\u001b[0m: -0.007138664834201336\u001b[0m\n", " │ │ ├── \u001b[38;5;4m178\u001b[0m: 0.003602404613047838\u001b[0m\n", " │ │ ├── \u001b[38;5;4m179\u001b[0m: 0.004579325672239065\u001b[0m\n", " │ │ ├── \u001b[38;5;4m180\u001b[0m: 0.041190255433321\u001b[0m\n", " │ │ ├── \u001b[38;5;4m181\u001b[0m: 0.052081894129514694\u001b[0m\n", " │ │ ├── \u001b[38;5;4m182\u001b[0m: -0.031011149287223816\u001b[0m\n", " │ │ ├── \u001b[38;5;4m183\u001b[0m: -0.057172711938619614\u001b[0m\n", " │ │ ├── \u001b[38;5;4m184\u001b[0m: 0.022979892790317535\u001b[0m\n", " │ │ ├── \u001b[38;5;4m185\u001b[0m: 0.03831249475479126\u001b[0m\n", " │ │ ├── \u001b[38;5;4m186\u001b[0m: -0.01930481381714344\u001b[0m\n", " │ │ ├── \u001b[38;5;4m187\u001b[0m: -0.03624449670314789\u001b[0m\n", " │ │ ├── \u001b[38;5;4m188\u001b[0m: -0.037680286914110184\u001b[0m\n", " │ │ ├── \u001b[38;5;4m189\u001b[0m: 0.011300966143608093\u001b[0m\n", " │ │ ├── \u001b[38;5;4m190\u001b[0m: 0.036070533096790314\u001b[0m\n", " │ │ ├── \u001b[38;5;4m191\u001b[0m: -0.022547848522663116\u001b[0m\n", " │ │ ├── \u001b[38;5;4m192\u001b[0m: 0.01874937303364277\u001b[0m\n", " │ │ ├── \u001b[38;5;4m193\u001b[0m: 0.01988656260073185\u001b[0m\n", " │ │ ├── \u001b[38;5;4m194\u001b[0m: -0.020734472200274467\u001b[0m\n", " │ │ ├── \u001b[38;5;4m195\u001b[0m: -0.007428019307553768\u001b[0m\n", " │ │ ├── \u001b[38;5;4m196\u001b[0m: -0.003264310769736767\u001b[0m\n", " │ │ ├── \u001b[38;5;4m197\u001b[0m: -0.04716583341360092\u001b[0m\n", " │ │ ├── \u001b[38;5;4m198\u001b[0m: -0.026512106880545616\u001b[0m\n", " │ │ ├── \u001b[38;5;4m199\u001b[0m: -0.03813556581735611\u001b[0m\n", " │ │ ├── \u001b[38;5;4m200\u001b[0m: -0.005563961807638407\u001b[0m\n", " │ │ ├── \u001b[38;5;4m201\u001b[0m: 0.010924777947366238\u001b[0m\n", " │ │ ├── \u001b[38;5;4m202\u001b[0m: -0.0033122797030955553\u001b[0m\n", " │ │ ├── \u001b[38;5;4m203\u001b[0m: 0.11311263591051102\u001b[0m\n", " │ │ ├── \u001b[38;5;4m204\u001b[0m: 0.03912902623414993\u001b[0m\n", " │ │ ├── \u001b[38;5;4m205\u001b[0m: -0.014459850266575813\u001b[0m\n", " │ │ ├── \u001b[38;5;4m206\u001b[0m: 0.03189709037542343\u001b[0m\n", " │ │ ├── \u001b[38;5;4m207\u001b[0m: 0.0325789637863636\u001b[0m\n", " │ │ ├── \u001b[38;5;4m208\u001b[0m: -0.017283132299780846\u001b[0m\n", " │ │ ├── \u001b[38;5;4m209\u001b[0m: -0.05573096498847008\u001b[0m\n", " │ │ ├── \u001b[38;5;4m210\u001b[0m: 0.00042612224933691323\u001b[0m\n", " │ │ ├── \u001b[38;5;4m211\u001b[0m: 0.00654100626707077\u001b[0m\n", " │ │ ├── \u001b[38;5;4m212\u001b[0m: 0.05866165831685066\u001b[0m\n", " │ │ ├── \u001b[38;5;4m213\u001b[0m: -0.005709860473871231\u001b[0m\n", " │ │ ├── \u001b[38;5;4m214\u001b[0m: -0.00796140544116497\u001b[0m\n", " │ │ ├── \u001b[38;5;4m215\u001b[0m: -0.004614187870174646\u001b[0m\n", " │ │ ├── \u001b[38;5;4m216\u001b[0m: 0.046565886586904526\u001b[0m\n", " │ │ ├── \u001b[38;5;4m217\u001b[0m: -0.04610903188586235\u001b[0m\n", " │ │ ├── \u001b[38;5;4m218\u001b[0m: -0.020649379119277\u001b[0m\n", " │ │ ├── \u001b[38;5;4m219\u001b[0m: 0.014566184021532536\u001b[0m\n", " │ │ ├── \u001b[38;5;4m220\u001b[0m: -0.03268798068165779\u001b[0m\n", " │ │ ├── \u001b[38;5;4m221\u001b[0m: 0.010726038366556168\u001b[0m\n", " │ │ ├── \u001b[38;5;4m222\u001b[0m: -0.00037832141970284283\u001b[0m\n", " │ │ ├── \u001b[38;5;4m223\u001b[0m: -0.016519244760274887\u001b[0m\n", " │ │ ├── \u001b[38;5;4m224\u001b[0m: 0.001395150669850409\u001b[0m\n", " │ │ ├── \u001b[38;5;4m225\u001b[0m: -0.08267226815223694\u001b[0m\n", " │ │ ├── \u001b[38;5;4m226\u001b[0m: -0.046204376965761185\u001b[0m\n", " │ │ ├── \u001b[38;5;4m227\u001b[0m: -0.031283628195524216\u001b[0m\n", " │ │ ├── \u001b[38;5;4m228\u001b[0m: -0.02102569490671158\u001b[0m\n", " │ │ ├── \u001b[38;5;4m229\u001b[0m: -0.025800546631217003\u001b[0m\n", " │ │ ├── \u001b[38;5;4m230\u001b[0m: -0.020199021324515343\u001b[0m\n", " │ │ ├── \u001b[38;5;4m231\u001b[0m: -0.0056645795702934265\u001b[0m\n", " │ │ ├── \u001b[38;5;4m232\u001b[0m: 0.028101593255996704\u001b[0m\n", " │ │ ├── \u001b[38;5;4m233\u001b[0m: 0.023253001272678375\u001b[0m\n", " │ │ ├── \u001b[38;5;4m234\u001b[0m: 0.05617931857705116\u001b[0m\n", " │ │ ├── \u001b[38;5;4m235\u001b[0m: 0.007474121637642384\u001b[0m\n", " │ │ ├── \u001b[38;5;4m236\u001b[0m: -0.03169779106974602\u001b[0m\n", " │ │ ├── \u001b[38;5;4m237\u001b[0m: -0.0634794682264328\u001b[0m\n", " │ │ ├── \u001b[38;5;4m238\u001b[0m: -0.020578697323799133\u001b[0m\n", " │ │ ├── \u001b[38;5;4m239\u001b[0m: -0.09570180624723434\u001b[0m\n", " │ │ ├── \u001b[38;5;4m240\u001b[0m: 0.0023220584262162447\u001b[0m\n", " │ │ ├── \u001b[38;5;4m241\u001b[0m: 0.02834375575184822\u001b[0m\n", " │ │ ├── \u001b[38;5;4m242\u001b[0m: -0.002714385511353612\u001b[0m\n", " │ │ ├── \u001b[38;5;4m243\u001b[0m: -0.026459665969014168\u001b[0m\n", " │ │ ├── \u001b[38;5;4m244\u001b[0m: -0.03968740254640579\u001b[0m\n", " │ │ ├── \u001b[38;5;4m245\u001b[0m: 0.0010514616733416915\u001b[0m\n", " │ │ ├── \u001b[38;5;4m246\u001b[0m: 0.034720368683338165\u001b[0m\n", " │ │ ├── \u001b[38;5;4m247\u001b[0m: -0.023337475955486298\u001b[0m\n", " │ │ ├── \u001b[38;5;4m248\u001b[0m: 0.03357527032494545\u001b[0m\n", " │ │ ├── \u001b[38;5;4m249\u001b[0m: -0.01888580434024334\u001b[0m\n", " │ │ ├── \u001b[38;5;4m250\u001b[0m: -0.034629978239536285\u001b[0m\n", " │ │ ├── \u001b[38;5;4m251\u001b[0m: -0.005862865597009659\u001b[0m\n", " │ │ ├── \u001b[38;5;4m252\u001b[0m: 0.02481168322265148\u001b[0m\n", " │ │ ├── \u001b[38;5;4m253\u001b[0m: 0.038720741868019104\u001b[0m\n", " │ │ ├── \u001b[38;5;4m254\u001b[0m: 0.05143310874700546\u001b[0m\n", " │ │ ├── \u001b[38;5;4m255\u001b[0m: -0.07362972944974899\u001b[0m\n", " │ │ ├── \u001b[38;5;4m256\u001b[0m: -0.0043714698404073715\u001b[0m\n", " │ │ ├── \u001b[38;5;4m257\u001b[0m: -0.01376280002295971\u001b[0m\n", " │ │ ├── \u001b[38;5;4m258\u001b[0m: 0.03078486956655979\u001b[0m\n", " │ │ ├── \u001b[38;5;4m259\u001b[0m: 0.01876477152109146\u001b[0m\n", " │ │ ├── \u001b[38;5;4m260\u001b[0m: -0.026450321078300476\u001b[0m\n", " │ │ ├── \u001b[38;5;4m261\u001b[0m: 0.019811443984508514\u001b[0m\n", " │ │ ├── \u001b[38;5;4m262\u001b[0m: 0.005419518798589706\u001b[0m\n", " │ │ ├── \u001b[38;5;4m263\u001b[0m: -0.019856290891766548\u001b[0m\n", " │ │ ├── \u001b[38;5;4m264\u001b[0m: 0.019118990749120712\u001b[0m\n", " │ │ ├── \u001b[38;5;4m265\u001b[0m: -0.03570350259542465\u001b[0m\n", " │ │ ├── \u001b[38;5;4m266\u001b[0m: -0.028832420706748962\u001b[0m\n", " │ │ ├── \u001b[38;5;4m267\u001b[0m: -0.06430661678314209\u001b[0m\n", " │ │ ├── \u001b[38;5;4m268\u001b[0m: 0.02233273908495903\u001b[0m\n", " │ │ ├── \u001b[38;5;4m269\u001b[0m: -0.002680010860785842\u001b[0m\n", " │ │ ├── \u001b[38;5;4m270\u001b[0m: 0.022545458748936653\u001b[0m\n", " │ │ ├── \u001b[38;5;4m271\u001b[0m: 0.029415179044008255\u001b[0m\n", " │ │ ├── \u001b[38;5;4m272\u001b[0m: 0.016307689249515533\u001b[0m\n", " │ │ ├── \u001b[38;5;4m273\u001b[0m: -0.030629388988018036\u001b[0m\n", " │ │ ├── \u001b[38;5;4m274\u001b[0m: 0.024303853511810303\u001b[0m\n", " │ │ ├── \u001b[38;5;4m275\u001b[0m: -0.04003429040312767\u001b[0m\n", " │ │ ├── \u001b[38;5;4m276\u001b[0m: 0.06680615246295929\u001b[0m\n", " │ │ ├── \u001b[38;5;4m277\u001b[0m: 0.013873234391212463\u001b[0m\n", " │ │ ├── \u001b[38;5;4m278\u001b[0m: -0.031811632215976715\u001b[0m\n", " │ │ ├── \u001b[38;5;4m279\u001b[0m: 0.006674048490822315\u001b[0m\n", " │ │ ├── \u001b[38;5;4m280\u001b[0m: 0.03402351588010788\u001b[0m\n", " │ │ ├── \u001b[38;5;4m281\u001b[0m: 0.014812447130680084\u001b[0m\n", " │ │ ├── \u001b[38;5;4m282\u001b[0m: -0.002348647452890873\u001b[0m\n", " │ │ ├── \u001b[38;5;4m283\u001b[0m: 0.029263515025377274\u001b[0m\n", " │ │ ├── \u001b[38;5;4m284\u001b[0m: -0.04305024817585945\u001b[0m\n", " │ │ ├── \u001b[38;5;4m285\u001b[0m: 0.05092079937458038\u001b[0m\n", " │ │ ├── \u001b[38;5;4m286\u001b[0m: 0.014998083934187889\u001b[0m\n", " │ │ ├── \u001b[38;5;4m287\u001b[0m: 0.0559835210442543\u001b[0m\n", " │ │ ├── \u001b[38;5;4m288\u001b[0m: 0.05659601092338562\u001b[0m\n", " │ │ ├── \u001b[38;5;4m289\u001b[0m: -0.032506056129932404\u001b[0m\n", " │ │ ├── \u001b[38;5;4m290\u001b[0m: -0.011745196767151356\u001b[0m\n", " │ │ ├── \u001b[38;5;4m291\u001b[0m: 0.004756545182317495\u001b[0m\n", " │ │ ├── \u001b[38;5;4m292\u001b[0m: 0.016696447506546974\u001b[0m\n", " │ │ ├── \u001b[38;5;4m293\u001b[0m: 0.01634025387465954\u001b[0m\n", " │ │ ├── \u001b[38;5;4m294\u001b[0m: 0.0027515410911291838\u001b[0m\n", " │ │ ├── \u001b[38;5;4m295\u001b[0m: -0.006625561509281397\u001b[0m\n", " │ │ ├── \u001b[38;5;4m296\u001b[0m: 0.024717435240745544\u001b[0m\n", " │ │ ├── \u001b[38;5;4m297\u001b[0m: -0.037308208644390106\u001b[0m\n", " │ │ ├── \u001b[38;5;4m298\u001b[0m: -0.014416090212762356\u001b[0m\n", " │ │ ├── \u001b[38;5;4m299\u001b[0m: 0.03212406113743782\u001b[0m\n", " │ │ ├── \u001b[38;5;4m300\u001b[0m: -0.0017894095508381724\u001b[0m\n", " │ │ ├── \u001b[38;5;4m301\u001b[0m: -0.06056123599410057\u001b[0m\n", " │ │ ├── \u001b[38;5;4m302\u001b[0m: 0.031623098999261856\u001b[0m\n", " │ │ ├── \u001b[38;5;4m303\u001b[0m: 0.015540852211415768\u001b[0m\n", " │ │ ├── \u001b[38;5;4m304\u001b[0m: -0.022205905988812447\u001b[0m\n", " │ │ ├── \u001b[38;5;4m305\u001b[0m: -0.020957499742507935\u001b[0m\n", " │ │ ├── \u001b[38;5;4m306\u001b[0m: -0.03665414825081825\u001b[0m\n", " │ │ ├── \u001b[38;5;4m307\u001b[0m: -0.00998745672404766\u001b[0m\n", " │ │ ├── \u001b[38;5;4m308\u001b[0m: -0.07648861408233643\u001b[0m\n", " │ │ ├── \u001b[38;5;4m309\u001b[0m: 0.01648937724530697\u001b[0m\n", " │ │ ├── \u001b[38;5;4m310\u001b[0m: -0.06585470587015152\u001b[0m\n", " │ │ ├── \u001b[38;5;4m311\u001b[0m: -0.009889816865324974\u001b[0m\n", " │ │ ├── \u001b[38;5;4m312\u001b[0m: -0.005081212148070335\u001b[0m\n", " │ │ ├── \u001b[38;5;4m313\u001b[0m: 0.02715182863175869\u001b[0m\n", " │ │ ├── \u001b[38;5;4m314\u001b[0m: 0.08042862266302109\u001b[0m\n", " │ │ ├── \u001b[38;5;4m315\u001b[0m: -0.024754684418439865\u001b[0m\n", " │ │ ├── \u001b[38;5;4m316\u001b[0m: 0.0013086956460028887\u001b[0m\n", " │ │ ├── \u001b[38;5;4m317\u001b[0m: 0.014669244177639484\u001b[0m\n", " │ │ ├── \u001b[38;5;4m318\u001b[0m: -0.003130931407213211\u001b[0m\n", " │ │ ├── \u001b[38;5;4m319\u001b[0m: -0.032377101480960846\u001b[0m\n", " │ │ ├── \u001b[38;5;4m320\u001b[0m: 0.018950892612338066\u001b[0m\n", " │ │ ├── \u001b[38;5;4m321\u001b[0m: -0.03326814994215965\u001b[0m\n", " │ │ ├── \u001b[38;5;4m322\u001b[0m: -0.05920145660638809\u001b[0m\n", " │ │ ├── \u001b[38;5;4m323\u001b[0m: 0.01379262562841177\u001b[0m\n", " │ │ ├── \u001b[38;5;4m324\u001b[0m: 0.015418375842273235\u001b[0m\n", " │ │ ├── \u001b[38;5;4m325\u001b[0m: -0.02721942961215973\u001b[0m\n", " │ │ ├── \u001b[38;5;4m326\u001b[0m: 0.03788064792752266\u001b[0m\n", " │ │ ├── \u001b[38;5;4m327\u001b[0m: 0.013909389264881611\u001b[0m\n", " │ │ ├── \u001b[38;5;4m328\u001b[0m: 0.07906065881252289\u001b[0m\n", " │ │ ├── \u001b[38;5;4m329\u001b[0m: 0.04695257917046547\u001b[0m\n", " │ │ ├── \u001b[38;5;4m330\u001b[0m: 0.025030121207237244\u001b[0m\n", " │ │ ├── \u001b[38;5;4m331\u001b[0m: -0.021177712827920914\u001b[0m\n", " │ │ ├── \u001b[38;5;4m332\u001b[0m: 0.00964528787881136\u001b[0m\n", " │ │ ├── \u001b[38;5;4m333\u001b[0m: -0.00930618867278099\u001b[0m\n", " │ │ ├── \u001b[38;5;4m334\u001b[0m: 0.0705944374203682\u001b[0m\n", " │ │ ├── \u001b[38;5;4m335\u001b[0m: 0.056093744933605194\u001b[0m\n", " │ │ ├── \u001b[38;5;4m336\u001b[0m: -0.048553191125392914\u001b[0m\n", " │ │ ├── \u001b[38;5;4m337\u001b[0m: 0.014934103935956955\u001b[0m\n", " │ │ ├── \u001b[38;5;4m338\u001b[0m: -0.005455792881548405\u001b[0m\n", " │ │ ├── \u001b[38;5;4m339\u001b[0m: 0.01625811494886875\u001b[0m\n", " │ │ ├── \u001b[38;5;4m340\u001b[0m: 0.035979971289634705\u001b[0m\n", " │ │ ├── \u001b[38;5;4m341\u001b[0m: 0.044982053339481354\u001b[0m\n", " │ │ ├── \u001b[38;5;4m342\u001b[0m: 0.006236139684915543\u001b[0m\n", " │ │ ├── \u001b[38;5;4m343\u001b[0m: -0.09025052189826965\u001b[0m\n", " │ │ ├── \u001b[38;5;4m344\u001b[0m: -0.04590274393558502\u001b[0m\n", " │ │ ├── \u001b[38;5;4m345\u001b[0m: -0.005322533659636974\u001b[0m\n", " │ │ ├── \u001b[38;5;4m346\u001b[0m: -0.05016981065273285\u001b[0m\n", " │ │ ├── \u001b[38;5;4m347\u001b[0m: -0.027683105319738388\u001b[0m\n", " │ │ ├── \u001b[38;5;4m348\u001b[0m: -0.07181200385093689\u001b[0m\n", " │ │ ├── \u001b[38;5;4m349\u001b[0m: -0.01848607324063778\u001b[0m\n", " │ │ ├── \u001b[38;5;4m350\u001b[0m: -0.09767501056194305\u001b[0m\n", " │ │ ├── \u001b[38;5;4m351\u001b[0m: 0.0035151278134435415\u001b[0m\n", " │ │ ├── \u001b[38;5;4m352\u001b[0m: -0.036153122782707214\u001b[0m\n", " │ │ ├── \u001b[38;5;4m353\u001b[0m: -0.046863898634910583\u001b[0m\n", " │ │ ├── \u001b[38;5;4m354\u001b[0m: -0.027725093066692352\u001b[0m\n", " │ │ ├── \u001b[38;5;4m355\u001b[0m: 0.02095642127096653\u001b[0m\n", " │ │ ├── \u001b[38;5;4m356\u001b[0m: 0.028504688292741776\u001b[0m\n", " │ │ ├── \u001b[38;5;4m357\u001b[0m: -0.026084287092089653\u001b[0m\n", " │ │ ├── \u001b[38;5;4m358\u001b[0m: -0.016343530267477036\u001b[0m\n", " │ │ ├── \u001b[38;5;4m359\u001b[0m: 0.006354904267936945\u001b[0m\n", " │ │ ├── \u001b[38;5;4m360\u001b[0m: -0.03842195123434067\u001b[0m\n", " │ │ ├── \u001b[38;5;4m361\u001b[0m: -0.020052241161465645\u001b[0m\n", " │ │ ├── \u001b[38;5;4m362\u001b[0m: -0.0039218999445438385\u001b[0m\n", " │ │ ├── \u001b[38;5;4m363\u001b[0m: -0.005180169828236103\u001b[0m\n", " │ │ ├── \u001b[38;5;4m364\u001b[0m: 0.06778889894485474\u001b[0m\n", " │ │ ├── \u001b[38;5;4m365\u001b[0m: -0.053725775331258774\u001b[0m\n", " │ │ ├── \u001b[38;5;4m366\u001b[0m: 0.014296329580247402\u001b[0m\n", " │ │ ├── \u001b[38;5;4m367\u001b[0m: 0.04353368654847145\u001b[0m\n", " │ │ ├── \u001b[38;5;4m368\u001b[0m: 0.006914097815752029\u001b[0m\n", " │ │ ├── \u001b[38;5;4m369\u001b[0m: 0.0655544325709343\u001b[0m\n", " │ │ ├── \u001b[38;5;4m370\u001b[0m: -0.01449697557836771\u001b[0m\n", " │ │ ├── \u001b[38;5;4m371\u001b[0m: 0.03363028168678284\u001b[0m\n", " │ │ ├── \u001b[38;5;4m372\u001b[0m: -0.06275250762701035\u001b[0m\n", " │ │ ├── \u001b[38;5;4m373\u001b[0m: 0.049764081835746765\u001b[0m\n", " │ │ ├── \u001b[38;5;4m374\u001b[0m: -0.009972180239856243\u001b[0m\n", " │ │ ├── \u001b[38;5;4m375\u001b[0m: -0.029209475964307785\u001b[0m\n", " │ │ ├── \u001b[38;5;4m376\u001b[0m: -0.023113129660487175\u001b[0m\n", " │ │ ├── \u001b[38;5;4m377\u001b[0m: 0.016114482656121254\u001b[0m\n", " │ │ ├── \u001b[38;5;4m378\u001b[0m: 0.029449494555592537\u001b[0m\n", " │ │ ├── \u001b[38;5;4m379\u001b[0m: -0.009830719791352749\u001b[0m\n", " │ │ ├── \u001b[38;5;4m380\u001b[0m: 0.03450608626008034\u001b[0m\n", " │ │ ├── \u001b[38;5;4m381\u001b[0m: 0.03422730043530464\u001b[0m\n", " │ │ ├── \u001b[38;5;4m382\u001b[0m: -0.006067289505153894\u001b[0m\n", " │ │ ├── \u001b[38;5;4m383\u001b[0m: 0.04374401643872261\u001b[0m\n", " │ │ ├── \u001b[38;5;4m384\u001b[0m: -0.029037849977612495\u001b[0m\n", " │ │ ├── \u001b[38;5;4m385\u001b[0m: 0.021764082834124565\u001b[0m\n", " │ │ ├── \u001b[38;5;4m386\u001b[0m: -1.3408462109509856e-05\u001b[0m\n", " │ │ ├── \u001b[38;5;4m387\u001b[0m: -0.07287029176950455\u001b[0m\n", " │ │ ├── \u001b[38;5;4m388\u001b[0m: -0.03546876832842827\u001b[0m\n", " │ │ ├── \u001b[38;5;4m389\u001b[0m: 0.03886757418513298\u001b[0m\n", " │ │ ├── \u001b[38;5;4m390\u001b[0m: 0.026129238307476044\u001b[0m\n", " │ │ ├── \u001b[38;5;4m391\u001b[0m: 0.007167821284383535\u001b[0m\n", " │ │ ├── \u001b[38;5;4m392\u001b[0m: 0.016980379819869995\u001b[0m\n", " │ │ ├── \u001b[38;5;4m393\u001b[0m: 0.050290584564208984\u001b[0m\n", " │ │ ├── \u001b[38;5;4m394\u001b[0m: -0.021773403510451317\u001b[0m\n", " │ │ ├── \u001b[38;5;4m395\u001b[0m: 0.008399774320423603\u001b[0m\n", " │ │ ├── \u001b[38;5;4m396\u001b[0m: -0.048103127628564835\u001b[0m\n", " │ │ ├── \u001b[38;5;4m397\u001b[0m: -0.015021353028714657\u001b[0m\n", " │ │ ├── \u001b[38;5;4m398\u001b[0m: -0.019069857895374298\u001b[0m\n", " │ │ ├── \u001b[38;5;4m399\u001b[0m: -0.012140675447881222\u001b[0m\n", " │ │ ├── \u001b[38;5;4m400\u001b[0m: -0.03396833688020706\u001b[0m\n", " │ │ ├── \u001b[38;5;4m401\u001b[0m: 0.06750674545764923\u001b[0m\n", " │ │ ├── \u001b[38;5;4m402\u001b[0m: 0.044069867581129074\u001b[0m\n", " │ │ ├── \u001b[38;5;4m403\u001b[0m: -0.002717355964705348\u001b[0m\n", " │ │ ├── \u001b[38;5;4m404\u001b[0m: -0.024896182119846344\u001b[0m\n", " │ │ ├── \u001b[38;5;4m405\u001b[0m: 0.02222360484302044\u001b[0m\n", " │ │ ├── \u001b[38;5;4m406\u001b[0m: -0.03847828134894371\u001b[0m\n", " │ │ ├── \u001b[38;5;4m407\u001b[0m: -0.010072839446365833\u001b[0m\n", " │ │ ├── \u001b[38;5;4m408\u001b[0m: -0.005221790634095669\u001b[0m\n", " │ │ ├── \u001b[38;5;4m409\u001b[0m: -0.025164682418107986\u001b[0m\n", " │ │ ├── \u001b[38;5;4m410\u001b[0m: -0.012828045524656773\u001b[0m\n", " │ │ ├── \u001b[38;5;4m411\u001b[0m: 0.10586799681186676\u001b[0m\n", " │ │ ├── \u001b[38;5;4m412\u001b[0m: -0.033161766827106476\u001b[0m\n", " │ │ ├── \u001b[38;5;4m413\u001b[0m: 0.021820316091179848\u001b[0m\n", " │ │ ├── \u001b[38;5;4m414\u001b[0m: 0.0011391477892175317\u001b[0m\n", " │ │ ├── \u001b[38;5;4m415\u001b[0m: -0.051194947212934494\u001b[0m\n", " │ │ ├── \u001b[38;5;4m416\u001b[0m: -0.015856537967920303\u001b[0m\n", " │ │ ├── \u001b[38;5;4m417\u001b[0m: 0.025962136685848236\u001b[0m\n", " │ │ ├── \u001b[38;5;4m418\u001b[0m: 0.030953478068113327\u001b[0m\n", " │ │ ├── \u001b[38;5;4m419\u001b[0m: -0.06370990723371506\u001b[0m\n", " │ │ ├── \u001b[38;5;4m420\u001b[0m: 0.01010304968804121\u001b[0m\n", " │ │ ├── \u001b[38;5;4m421\u001b[0m: 0.003352577332407236\u001b[0m\n", " │ │ ├── \u001b[38;5;4m422\u001b[0m: -0.04120684787631035\u001b[0m\n", " │ │ ├── \u001b[38;5;4m423\u001b[0m: -0.025548182427883148\u001b[0m\n", " │ │ ├── \u001b[38;5;4m424\u001b[0m: -0.013285758905112743\u001b[0m\n", " │ │ ├── \u001b[38;5;4m425\u001b[0m: -0.004803207702934742\u001b[0m\n", " │ │ ├── \u001b[38;5;4m426\u001b[0m: 0.07016759365797043\u001b[0m\n", " │ │ ├── \u001b[38;5;4m427\u001b[0m: 0.03535054624080658\u001b[0m\n", " │ │ ├── \u001b[38;5;4m428\u001b[0m: 0.024349261075258255\u001b[0m\n", " │ │ ├── \u001b[38;5;4m429\u001b[0m: -0.008826765231788158\u001b[0m\n", " │ │ ├── \u001b[38;5;4m430\u001b[0m: 0.025963757187128067\u001b[0m\n", " │ │ ├── \u001b[38;5;4m431\u001b[0m: -0.05632730945944786\u001b[0m\n", " │ │ ├── \u001b[38;5;4m432\u001b[0m: -0.018799180164933205\u001b[0m\n", " │ │ ├── \u001b[38;5;4m433\u001b[0m: 0.06442150473594666\u001b[0m\n", " │ │ ├── \u001b[38;5;4m434\u001b[0m: -0.03916173055768013\u001b[0m\n", " │ │ ├── \u001b[38;5;4m435\u001b[0m: -0.04384036734700203\u001b[0m\n", " │ │ ├── \u001b[38;5;4m436\u001b[0m: -0.010013355873525143\u001b[0m\n", " │ │ ├── \u001b[38;5;4m437\u001b[0m: 0.02870503067970276\u001b[0m\n", " │ │ ├── \u001b[38;5;4m438\u001b[0m: -0.039207059890031815\u001b[0m\n", " │ │ ├── \u001b[38;5;4m439\u001b[0m: -0.008780469186604023\u001b[0m\n", " │ │ ├── \u001b[38;5;4m440\u001b[0m: -0.0248566921800375\u001b[0m\n", " │ │ ├── \u001b[38;5;4m441\u001b[0m: 0.02549748308956623\u001b[0m\n", " │ │ ├── \u001b[38;5;4m442\u001b[0m: 0.048325877636671066\u001b[0m\n", " │ │ ├── \u001b[38;5;4m443\u001b[0m: 0.006353657692670822\u001b[0m\n", " │ │ ├── \u001b[38;5;4m444\u001b[0m: -0.03146296367049217\u001b[0m\n", " │ │ ├── \u001b[38;5;4m445\u001b[0m: 0.014660898596048355\u001b[0m\n", " │ │ ├── \u001b[38;5;4m446\u001b[0m: 0.048260852694511414\u001b[0m\n", " │ │ ├── \u001b[38;5;4m447\u001b[0m: 0.010833763517439365\u001b[0m\n", " │ │ ├── \u001b[38;5;4m448\u001b[0m: 0.04239527881145477\u001b[0m\n", " │ │ ├── \u001b[38;5;4m449\u001b[0m: 0.028075523674488068\u001b[0m\n", " │ │ ├── \u001b[38;5;4m450\u001b[0m: -0.03765295818448067\u001b[0m\n", " │ │ ├── \u001b[38;5;4m451\u001b[0m: -0.00021245400421321392\u001b[0m\n", " │ │ ├── \u001b[38;5;4m452\u001b[0m: -0.01637384295463562\u001b[0m\n", " │ │ ├── \u001b[38;5;4m453\u001b[0m: -0.020441051572561264\u001b[0m\n", " │ │ ├── \u001b[38;5;4m454\u001b[0m: -0.0676245465874672\u001b[0m\n", " │ │ ├── \u001b[38;5;4m455\u001b[0m: -0.027973361313343048\u001b[0m\n", " │ │ ├── \u001b[38;5;4m456\u001b[0m: 0.02841685339808464\u001b[0m\n", " │ │ ├── \u001b[38;5;4m457\u001b[0m: -0.04900107905268669\u001b[0m\n", " │ │ ├── \u001b[38;5;4m458\u001b[0m: 0.023237289860844612\u001b[0m\n", " │ │ ├── \u001b[38;5;4m459\u001b[0m: 0.03781578689813614\u001b[0m\n", " │ │ ├── \u001b[38;5;4m460\u001b[0m: -0.007594790775328875\u001b[0m\n", " │ │ ├── \u001b[38;5;4m461\u001b[0m: 0.043228015303611755\u001b[0m\n", " │ │ ├── \u001b[38;5;4m462\u001b[0m: 0.05682665482163429\u001b[0m\n", " │ │ ├── \u001b[38;5;4m463\u001b[0m: -0.0477324053645134\u001b[0m\n", " │ │ ├── \u001b[38;5;4m464\u001b[0m: -0.021895756945014\u001b[0m\n", " │ │ ├── \u001b[38;5;4m465\u001b[0m: -0.0036302392836660147\u001b[0m\n", " │ │ ├── \u001b[38;5;4m466\u001b[0m: 0.02580680511891842\u001b[0m\n", " │ │ ├── \u001b[38;5;4m467\u001b[0m: 0.04808980971574783\u001b[0m\n", " │ │ ├── \u001b[38;5;4m468\u001b[0m: 0.009833880700170994\u001b[0m\n", " │ │ ├── \u001b[38;5;4m469\u001b[0m: -0.029267817735671997\u001b[0m\n", " │ │ ├── \u001b[38;5;4m470\u001b[0m: -0.08730483800172806\u001b[0m\n", " │ │ ├── \u001b[38;5;4m471\u001b[0m: -0.014473497867584229\u001b[0m\n", " │ │ ├── \u001b[38;5;4m472\u001b[0m: 0.006700731813907623\u001b[0m\n", " │ │ ├── \u001b[38;5;4m473\u001b[0m: 0.006656119599938393\u001b[0m\n", " │ │ ├── \u001b[38;5;4m474\u001b[0m: -0.0015066990163177252\u001b[0m\n", " │ │ ├── \u001b[38;5;4m475\u001b[0m: -0.028340918943285942\u001b[0m\n", " │ │ ├── \u001b[38;5;4m476\u001b[0m: -0.030466021969914436\u001b[0m\n", " │ │ ├── \u001b[38;5;4m477\u001b[0m: -0.03252173587679863\u001b[0m\n", " │ │ ├── \u001b[38;5;4m478\u001b[0m: 0.02763795666396618\u001b[0m\n", " │ │ ├── \u001b[38;5;4m479\u001b[0m: 0.014965834096074104\u001b[0m\n", " │ │ ├── \u001b[38;5;4m480\u001b[0m: -0.08788534253835678\u001b[0m\n", " │ │ ├── \u001b[38;5;4m481\u001b[0m: 0.0920148640871048\u001b[0m\n", " │ │ ├── \u001b[38;5;4m482\u001b[0m: 0.023050582036376\u001b[0m\n", " │ │ ├── \u001b[38;5;4m483\u001b[0m: 0.07885754853487015\u001b[0m\n", " │ │ ├── \u001b[38;5;4m484\u001b[0m: 0.01756744459271431\u001b[0m\n", " │ │ ├── \u001b[38;5;4m485\u001b[0m: -0.056676235049963\u001b[0m\n", " │ │ ├── \u001b[38;5;4m486\u001b[0m: -0.0015523789916187525\u001b[0m\n", " │ │ ├── \u001b[38;5;4m487\u001b[0m: 0.049248840659856796\u001b[0m\n", " │ │ ├── \u001b[38;5;4m488\u001b[0m: 0.013111501932144165\u001b[0m\n", " │ │ ├── \u001b[38;5;4m489\u001b[0m: -0.036881934851408005\u001b[0m\n", " │ │ ├── \u001b[38;5;4m490\u001b[0m: 0.004156735725700855\u001b[0m\n", " │ │ ├── \u001b[38;5;4m491\u001b[0m: -0.03959950804710388\u001b[0m\n", " │ │ ├── \u001b[38;5;4m492\u001b[0m: -0.04187732934951782\u001b[0m\n", " │ │ ├── \u001b[38;5;4m493\u001b[0m: -0.033697813749313354\u001b[0m\n", " │ │ ├── \u001b[38;5;4m494\u001b[0m: -0.03416171669960022\u001b[0m\n", " │ │ ├── \u001b[38;5;4m495\u001b[0m: 0.026224296540021896\u001b[0m\n", " │ │ ├── \u001b[38;5;4m496\u001b[0m: -0.00212427438236773\u001b[0m\n", " │ │ ├── \u001b[38;5;4m497\u001b[0m: -0.08400624990463257\u001b[0m\n", " │ │ ├── \u001b[38;5;4m498\u001b[0m: -0.0015784328570589423\u001b[0m\n", " │ │ ├── \u001b[38;5;4m499\u001b[0m: -0.015712128952145576\u001b[0m\n", " │ │ ├── \u001b[38;5;4m500\u001b[0m: 0.00414662342518568\u001b[0m\n", " │ │ ├── \u001b[38;5;4m501\u001b[0m: -0.06312809139490128\u001b[0m\n", " │ │ ├── \u001b[38;5;4m502\u001b[0m: 0.023281363770365715\u001b[0m\n", " │ │ ├── \u001b[38;5;4m503\u001b[0m: -0.04033081233501434\u001b[0m\n", " │ │ ├── \u001b[38;5;4m504\u001b[0m: -0.022044356912374496\u001b[0m\n", " │ │ ├── \u001b[38;5;4m505\u001b[0m: -0.00438954820856452\u001b[0m\n", " │ │ ├── \u001b[38;5;4m506\u001b[0m: 0.04902002960443497\u001b[0m\n", " │ │ ├── \u001b[38;5;4m507\u001b[0m: -0.011810027062892914\u001b[0m\n", " │ │ ├── \u001b[38;5;4m508\u001b[0m: 0.01779176853597164\u001b[0m\n", " │ │ ├── \u001b[38;5;4m509\u001b[0m: -0.023316439241170883\u001b[0m\n", " │ │ ├── \u001b[38;5;4m510\u001b[0m: -0.013815398328006268\u001b[0m\n", " │ │ ├── \u001b[38;5;4m511\u001b[0m: 0.02640579454600811\u001b[0m\n", " │ │ ├── \u001b[38;5;4m512\u001b[0m: -0.08118424564599991\u001b[0m\n", " │ │ ├── \u001b[38;5;4m513\u001b[0m: -0.10231015086174011\u001b[0m\n", " │ │ ├── \u001b[38;5;4m514\u001b[0m: -0.0796288251876831\u001b[0m\n", " │ │ ├── \u001b[38;5;4m515\u001b[0m: -0.0010594624327495694\u001b[0m\n", " │ │ ├── \u001b[38;5;4m516\u001b[0m: -0.0637231320142746\u001b[0m\n", " │ │ ├── \u001b[38;5;4m517\u001b[0m: -0.056297458708286285\u001b[0m\n", " │ │ ├── \u001b[38;5;4m518\u001b[0m: -0.0012530259555205703\u001b[0m\n", " │ │ ├── \u001b[38;5;4m519\u001b[0m: -0.008524828590452671\u001b[0m\n", " │ │ ├── \u001b[38;5;4m520\u001b[0m: -0.03042135015130043\u001b[0m\n", " │ │ ├── \u001b[38;5;4m521\u001b[0m: -0.025304418057203293\u001b[0m\n", " │ │ ├── \u001b[38;5;4m522\u001b[0m: 0.004190725740045309\u001b[0m\n", " │ │ ├── \u001b[38;5;4m523\u001b[0m: 0.024401284754276276\u001b[0m\n", " │ │ ├── \u001b[38;5;4m524\u001b[0m: 0.034874532371759415\u001b[0m\n", " │ │ ├── \u001b[38;5;4m525\u001b[0m: -0.011733213439583778\u001b[0m\n", " │ │ ├── \u001b[38;5;4m526\u001b[0m: -0.0050503043457865715\u001b[0m\n", " │ │ ├── \u001b[38;5;4m527\u001b[0m: 0.008346868678927422\u001b[0m\n", " │ │ ├── \u001b[38;5;4m528\u001b[0m: -0.02921750769019127\u001b[0m\n", " │ │ ├── \u001b[38;5;4m529\u001b[0m: -0.002856032457202673\u001b[0m\n", " │ │ ├── \u001b[38;5;4m530\u001b[0m: -0.029102787375450134\u001b[0m\n", " │ │ ├── \u001b[38;5;4m531\u001b[0m: 0.012367988005280495\u001b[0m\n", " │ │ ├── \u001b[38;5;4m532\u001b[0m: 0.05957779660820961\u001b[0m\n", " │ │ ├── \u001b[38;5;4m533\u001b[0m: -0.03270721435546875\u001b[0m\n", " │ │ ├── \u001b[38;5;4m534\u001b[0m: 0.01106699462980032\u001b[0m\n", " │ │ ├── \u001b[38;5;4m535\u001b[0m: -0.03437996283173561\u001b[0m\n", " │ │ ├── \u001b[38;5;4m536\u001b[0m: -0.0077677154913544655\u001b[0m\n", " │ │ ├── \u001b[38;5;4m537\u001b[0m: 0.04259764403104782\u001b[0m\n", " │ │ ├── \u001b[38;5;4m538\u001b[0m: 0.03433895856142044\u001b[0m\n", " │ │ ├── \u001b[38;5;4m539\u001b[0m: -0.010584652423858643\u001b[0m\n", " │ │ ├── \u001b[38;5;4m540\u001b[0m: 0.04206785559654236\u001b[0m\n", " │ │ ├── \u001b[38;5;4m541\u001b[0m: -0.005901589058339596\u001b[0m\n", " │ │ ├── \u001b[38;5;4m542\u001b[0m: 0.0809914618730545\u001b[0m\n", " │ │ ├── \u001b[38;5;4m543\u001b[0m: -0.01004907675087452\u001b[0m\n", " │ │ ├── \u001b[38;5;4m544\u001b[0m: -0.014947034418582916\u001b[0m\n", " │ │ ├── \u001b[38;5;4m545\u001b[0m: -0.021967414766550064\u001b[0m\n", " │ │ ├── \u001b[38;5;4m546\u001b[0m: 0.01694410853087902\u001b[0m\n", " │ │ ├── \u001b[38;5;4m547\u001b[0m: 0.024536356329917908\u001b[0m\n", " │ │ ├── \u001b[38;5;4m548\u001b[0m: 0.013179230503737926\u001b[0m\n", " │ │ ├── \u001b[38;5;4m549\u001b[0m: 0.01811409927904606\u001b[0m\n", " │ │ ├── \u001b[38;5;4m550\u001b[0m: -0.0033348591532558203\u001b[0m\n", " │ │ ├── \u001b[38;5;4m551\u001b[0m: -0.012882251292467117\u001b[0m\n", " │ │ ├── \u001b[38;5;4m552\u001b[0m: -0.08294843882322311\u001b[0m\n", " │ │ ├── \u001b[38;5;4m553\u001b[0m: -0.026284009218215942\u001b[0m\n", " │ │ ├── \u001b[38;5;4m554\u001b[0m: 0.05716654285788536\u001b[0m\n", " │ │ ├── \u001b[38;5;4m555\u001b[0m: -5.770721438693419e-33\u001b[0m\n", " │ │ ├── \u001b[38;5;4m556\u001b[0m: 0.006357301026582718\u001b[0m\n", " │ │ ├── \u001b[38;5;4m557\u001b[0m: -0.03077971562743187\u001b[0m\n", " │ │ ├── \u001b[38;5;4m558\u001b[0m: 0.02423958107829094\u001b[0m\n", " │ │ ├── \u001b[38;5;4m559\u001b[0m: 0.0932648777961731\u001b[0m\n", " │ │ ├── \u001b[38;5;4m560\u001b[0m: -0.03927141800522804\u001b[0m\n", " │ │ ├── \u001b[38;5;4m561\u001b[0m: 0.004607198294252157\u001b[0m\n", " │ │ ├── \u001b[38;5;4m562\u001b[0m: -0.009199658408761024\u001b[0m\n", " │ │ ├── \u001b[38;5;4m563\u001b[0m: -0.04007495194673538\u001b[0m\n", " │ │ ├── \u001b[38;5;4m564\u001b[0m: -0.03309480473399162\u001b[0m\n", " │ │ ├── \u001b[38;5;4m565\u001b[0m: -0.014829229563474655\u001b[0m\n", " │ │ ├── \u001b[38;5;4m566\u001b[0m: -0.036076925694942474\u001b[0m\n", " │ │ ├── \u001b[38;5;4m567\u001b[0m: 0.023974459618330002\u001b[0m\n", " │ │ ├── \u001b[38;5;4m568\u001b[0m: 0.014334749430418015\u001b[0m\n", " │ │ ├── \u001b[38;5;4m569\u001b[0m: 0.011738981120288372\u001b[0m\n", " │ │ ├── \u001b[38;5;4m570\u001b[0m: 0.026305491104722023\u001b[0m\n", " │ │ ├── \u001b[38;5;4m571\u001b[0m: -0.010234019719064236\u001b[0m\n", " │ │ ├── \u001b[38;5;4m572\u001b[0m: -0.0038947095163166523\u001b[0m\n", " │ │ ├── \u001b[38;5;4m573\u001b[0m: 0.013933834619820118\u001b[0m\n", " │ │ ├── \u001b[38;5;4m574\u001b[0m: -0.021842440590262413\u001b[0m\n", " │ │ ├── \u001b[38;5;4m575\u001b[0m: 0.04014803096652031\u001b[0m\n", " │ │ ├── \u001b[38;5;4m576\u001b[0m: 0.02398701384663582\u001b[0m\n", " │ │ ├── \u001b[38;5;4m577\u001b[0m: 0.007562308572232723\u001b[0m\n", " │ │ ├── \u001b[38;5;4m578\u001b[0m: -0.0007755713304504752\u001b[0m\n", " │ │ ├── \u001b[38;5;4m579\u001b[0m: 0.1080133318901062\u001b[0m\n", " │ │ ├── \u001b[38;5;4m580\u001b[0m: -0.0232221819460392\u001b[0m\n", " │ │ ├── \u001b[38;5;4m581\u001b[0m: -0.05419640615582466\u001b[0m\n", " │ │ ├── \u001b[38;5;4m582\u001b[0m: -0.05870767682790756\u001b[0m\n", " │ │ ├── \u001b[38;5;4m583\u001b[0m: 0.055049289017915726\u001b[0m\n", " │ │ ├── \u001b[38;5;4m584\u001b[0m: -0.00986260175704956\u001b[0m\n", " │ │ ├── \u001b[38;5;4m585\u001b[0m: -0.020703867077827454\u001b[0m\n", " │ │ ├── \u001b[38;5;4m586\u001b[0m: -0.017294231802225113\u001b[0m\n", " │ │ ├── \u001b[38;5;4m587\u001b[0m: -0.021378090605139732\u001b[0m\n", " │ │ ├── \u001b[38;5;4m588\u001b[0m: -0.0075568691827356815\u001b[0m\n", " │ │ ├── \u001b[38;5;4m589\u001b[0m: 0.0320829376578331\u001b[0m\n", " │ │ ├── \u001b[38;5;4m590\u001b[0m: 0.007051725406199694\u001b[0m\n", " │ │ ├── \u001b[38;5;4m591\u001b[0m: 0.017801843583583832\u001b[0m\n", " │ │ ├── \u001b[38;5;4m592\u001b[0m: -0.022040322422981262\u001b[0m\n", " │ │ ├── \u001b[38;5;4m593\u001b[0m: -0.01376914232969284\u001b[0m\n", " │ │ ├── \u001b[38;5;4m594\u001b[0m: 0.019660823047161102\u001b[0m\n", " │ │ ├── \u001b[38;5;4m595\u001b[0m: 0.005341327283531427\u001b[0m\n", " │ │ ├── \u001b[38;5;4m596\u001b[0m: -0.02221737429499626\u001b[0m\n", " │ │ ├── \u001b[38;5;4m597\u001b[0m: 0.010496651753783226\u001b[0m\n", " │ │ ├── \u001b[38;5;4m598\u001b[0m: 0.01511034369468689\u001b[0m\n", " │ │ ├── \u001b[38;5;4m599\u001b[0m: 0.03725795820355415\u001b[0m\n", " │ │ ├── \u001b[38;5;4m600\u001b[0m: 0.008722214959561825\u001b[0m\n", " │ │ ├── \u001b[38;5;4m601\u001b[0m: -0.05763749033212662\u001b[0m\n", " │ │ ├── \u001b[38;5;4m602\u001b[0m: -0.016340825706720352\u001b[0m\n", " │ │ ├── \u001b[38;5;4m603\u001b[0m: -0.000229535173275508\u001b[0m\n", " │ │ ├── \u001b[38;5;4m604\u001b[0m: 0.009402784518897533\u001b[0m\n", " │ │ ├── \u001b[38;5;4m605\u001b[0m: 0.04061824828386307\u001b[0m\n", " │ │ ├── \u001b[38;5;4m606\u001b[0m: 0.019907427951693535\u001b[0m\n", " │ │ ├── \u001b[38;5;4m607\u001b[0m: -0.018085433170199394\u001b[0m\n", " │ │ ├── \u001b[38;5;4m608\u001b[0m: 0.006473230663686991\u001b[0m\n", " │ │ ├── \u001b[38;5;4m609\u001b[0m: -0.11802327632904053\u001b[0m\n", " │ │ ├── \u001b[38;5;4m610\u001b[0m: 0.03228956460952759\u001b[0m\n", " │ │ ├── \u001b[38;5;4m611\u001b[0m: 0.007952426560223103\u001b[0m\n", " │ │ ├── \u001b[38;5;4m612\u001b[0m: 0.004755759611725807\u001b[0m\n", " │ │ ├── \u001b[38;5;4m613\u001b[0m: 0.05796555429697037\u001b[0m\n", " │ │ ├── \u001b[38;5;4m614\u001b[0m: 0.03206593915820122\u001b[0m\n", " │ │ ├── \u001b[38;5;4m615\u001b[0m: 0.0045759002678096294\u001b[0m\n", " │ │ ├── \u001b[38;5;4m616\u001b[0m: 0.03472132980823517\u001b[0m\n", " │ │ ├── \u001b[38;5;4m617\u001b[0m: -0.01541859656572342\u001b[0m\n", " │ │ ├── \u001b[38;5;4m618\u001b[0m: -0.06067410483956337\u001b[0m\n", " │ │ ├── \u001b[38;5;4m619\u001b[0m: 0.030672801658511162\u001b[0m\n", " │ │ ├── \u001b[38;5;4m620\u001b[0m: 0.008894214406609535\u001b[0m\n", " │ │ ├── \u001b[38;5;4m621\u001b[0m: 0.0035295470152050257\u001b[0m\n", " │ │ ├── \u001b[38;5;4m622\u001b[0m: 0.11620364338159561\u001b[0m\n", " │ │ ├── \u001b[38;5;4m623\u001b[0m: -0.010405236855149269\u001b[0m\n", " │ │ ├── \u001b[38;5;4m624\u001b[0m: -0.07650286704301834\u001b[0m\n", " │ │ ├── \u001b[38;5;4m625\u001b[0m: -0.06865312159061432\u001b[0m\n", " │ │ ├── \u001b[38;5;4m626\u001b[0m: -0.043477676808834076\u001b[0m\n", " │ │ ├── \u001b[38;5;4m627\u001b[0m: 0.02466365322470665\u001b[0m\n", " │ │ ├── \u001b[38;5;4m628\u001b[0m: -0.020602161064743996\u001b[0m\n", " │ │ ├── \u001b[38;5;4m629\u001b[0m: -0.004234707914292812\u001b[0m\n", " │ │ ├── \u001b[38;5;4m630\u001b[0m: 0.0005591363296844065\u001b[0m\n", " │ │ ├── \u001b[38;5;4m631\u001b[0m: -0.007192609831690788\u001b[0m\n", " │ │ ├── \u001b[38;5;4m632\u001b[0m: -0.010511847212910652\u001b[0m\n", " │ │ ├── \u001b[38;5;4m633\u001b[0m: 0.024170776829123497\u001b[0m\n", " │ │ ├── \u001b[38;5;4m634\u001b[0m: 0.07789268344640732\u001b[0m\n", " │ │ ├── \u001b[38;5;4m635\u001b[0m: 0.008256817236542702\u001b[0m\n", " │ │ ├── \u001b[38;5;4m636\u001b[0m: 0.01852312684059143\u001b[0m\n", " │ │ ├── \u001b[38;5;4m637\u001b[0m: 0.0073267691768705845\u001b[0m\n", " │ │ ├── \u001b[38;5;4m638\u001b[0m: 0.006290810648351908\u001b[0m\n", " │ │ ├── \u001b[38;5;4m639\u001b[0m: -0.0070859333500266075\u001b[0m\n", " │ │ ├── \u001b[38;5;4m640\u001b[0m: -0.024793867021799088\u001b[0m\n", " │ │ ├── \u001b[38;5;4m641\u001b[0m: 0.0846845805644989\u001b[0m\n", " │ │ ├── \u001b[38;5;4m642\u001b[0m: 0.0028347219340503216\u001b[0m\n", " │ │ ├── \u001b[38;5;4m643\u001b[0m: 0.05728163942694664\u001b[0m\n", " │ │ ├── \u001b[38;5;4m644\u001b[0m: -0.02475057728588581\u001b[0m\n", " │ │ ├── \u001b[38;5;4m645\u001b[0m: 0.001300928881391883\u001b[0m\n", " │ │ ├── \u001b[38;5;4m646\u001b[0m: -0.0078034959733486176\u001b[0m\n", " │ │ ├── \u001b[38;5;4m647\u001b[0m: -0.00807581003755331\u001b[0m\n", " │ │ ├── \u001b[38;5;4m648\u001b[0m: 0.01260744221508503\u001b[0m\n", " │ │ ├── \u001b[38;5;4m649\u001b[0m: 0.02734578587114811\u001b[0m\n", " │ │ ├── \u001b[38;5;4m650\u001b[0m: -0.06054101884365082\u001b[0m\n", " │ │ ├── \u001b[38;5;4m651\u001b[0m: -0.0003099057066719979\u001b[0m\n", " │ │ ├── \u001b[38;5;4m652\u001b[0m: -0.06677668541669846\u001b[0m\n", " │ │ ├── \u001b[38;5;4m653\u001b[0m: -0.009642992168664932\u001b[0m\n", " │ │ ├── \u001b[38;5;4m654\u001b[0m: 0.04419955238699913\u001b[0m\n", " │ │ ├── \u001b[38;5;4m655\u001b[0m: 0.022375885397195816\u001b[0m\n", " │ │ ├── \u001b[38;5;4m656\u001b[0m: 0.07053053379058838\u001b[0m\n", " │ │ ├── \u001b[38;5;4m657\u001b[0m: 0.01769324019551277\u001b[0m\n", " │ │ ├── \u001b[38;5;4m658\u001b[0m: -0.006071730516850948\u001b[0m\n", " │ │ ├── \u001b[38;5;4m659\u001b[0m: 0.038312431424856186\u001b[0m\n", " │ │ ├── \u001b[38;5;4m660\u001b[0m: -0.0003823191800620407\u001b[0m\n", " │ │ ├── \u001b[38;5;4m661\u001b[0m: 0.005449597258120775\u001b[0m\n", " │ │ ├── \u001b[38;5;4m662\u001b[0m: 0.027598610147833824\u001b[0m\n", " │ │ ├── \u001b[38;5;4m663\u001b[0m: 0.09349528700113297\u001b[0m\n", " │ │ ├── \u001b[38;5;4m664\u001b[0m: -0.052799321711063385\u001b[0m\n", " │ │ ├── \u001b[38;5;4m665\u001b[0m: -0.038738686591386795\u001b[0m\n", " │ │ ├── \u001b[38;5;4m666\u001b[0m: -0.037908680737018585\u001b[0m\n", " │ │ ├── \u001b[38;5;4m667\u001b[0m: 0.000825792842078954\u001b[0m\n", " │ │ ├── \u001b[38;5;4m668\u001b[0m: -0.04833551496267319\u001b[0m\n", " │ │ ├── \u001b[38;5;4m669\u001b[0m: -0.06191939115524292\u001b[0m\n", " │ │ ├── \u001b[38;5;4m670\u001b[0m: -0.001491617993451655\u001b[0m\n", " │ │ ├── \u001b[38;5;4m671\u001b[0m: 0.007265156134963036\u001b[0m\n", " │ │ ├── \u001b[38;5;4m672\u001b[0m: 0.0012317452346906066\u001b[0m\n", " │ │ ├── \u001b[38;5;4m673\u001b[0m: 0.09357017278671265\u001b[0m\n", " │ │ ├── \u001b[38;5;4m674\u001b[0m: -0.017656344920396805\u001b[0m\n", " │ │ ├── \u001b[38;5;4m675\u001b[0m: 0.015433751046657562\u001b[0m\n", " │ │ ├── \u001b[38;5;4m676\u001b[0m: 0.06978774815797806\u001b[0m\n", " │ │ ├── \u001b[38;5;4m677\u001b[0m: 0.0681474357843399\u001b[0m\n", " │ │ ├── \u001b[38;5;4m678\u001b[0m: -0.0035361191257834435\u001b[0m\n", " │ │ ├── \u001b[38;5;4m679\u001b[0m: -0.007062133401632309\u001b[0m\n", " │ │ ├── \u001b[38;5;4m680\u001b[0m: 0.021396886557340622\u001b[0m\n", " │ │ ├── \u001b[38;5;4m681\u001b[0m: 0.034925900399684906\u001b[0m\n", " │ │ ├── \u001b[38;5;4m682\u001b[0m: 0.04840550571680069\u001b[0m\n", " │ │ ├── \u001b[38;5;4m683\u001b[0m: -0.00026239242288284004\u001b[0m\n", " │ │ ├── \u001b[38;5;4m684\u001b[0m: -0.05098772421479225\u001b[0m\n", " │ │ ├── \u001b[38;5;4m685\u001b[0m: -0.004788246005773544\u001b[0m\n", " │ │ ├── \u001b[38;5;4m686\u001b[0m: -0.006261441390961409\u001b[0m\n", " │ │ ├── \u001b[38;5;4m687\u001b[0m: -0.03541318327188492\u001b[0m\n", " │ │ ├── \u001b[38;5;4m688\u001b[0m: 2.1640293823566026e-07\u001b[0m\n", " │ │ ├── \u001b[38;5;4m689\u001b[0m: 0.009504515677690506\u001b[0m\n", " │ │ ├── \u001b[38;5;4m690\u001b[0m: 0.002063180785626173\u001b[0m\n", " │ │ ├── \u001b[38;5;4m691\u001b[0m: -0.016988303512334824\u001b[0m\n", " │ │ ├── \u001b[38;5;4m692\u001b[0m: 0.054872218519449234\u001b[0m\n", " │ │ ├── \u001b[38;5;4m693\u001b[0m: -0.008502008393406868\u001b[0m\n", " │ │ ├── \u001b[38;5;4m694\u001b[0m: 0.012229707092046738\u001b[0m\n", " │ │ ├── \u001b[38;5;4m695\u001b[0m: -0.027471216395497322\u001b[0m\n", " │ │ ├── \u001b[38;5;4m696\u001b[0m: 0.008199622854590416\u001b[0m\n", " │ │ ├── \u001b[38;5;4m697\u001b[0m: 0.00016756185505073518\u001b[0m\n", " │ │ ├── \u001b[38;5;4m698\u001b[0m: 0.017955856397747993\u001b[0m\n", " │ │ ├── \u001b[38;5;4m699\u001b[0m: 0.0734444260597229\u001b[0m\n", " │ │ ├── \u001b[38;5;4m700\u001b[0m: 0.018215620890259743\u001b[0m\n", " │ │ ├── \u001b[38;5;4m701\u001b[0m: -0.006734748836606741\u001b[0m\n", " │ │ ├── \u001b[38;5;4m702\u001b[0m: -0.0009413568186573684\u001b[0m\n", " │ │ ├── \u001b[38;5;4m703\u001b[0m: 0.038283318281173706\u001b[0m\n", " │ │ ├── \u001b[38;5;4m704\u001b[0m: 0.03462311252951622\u001b[0m\n", " │ │ ├── \u001b[38;5;4m705\u001b[0m: 0.006868139375001192\u001b[0m\n", " │ │ ├── \u001b[38;5;4m706\u001b[0m: -0.057488370686769485\u001b[0m\n", " │ │ ├── \u001b[38;5;4m707\u001b[0m: 0.034916747361421585\u001b[0m\n", " │ │ ├── \u001b[38;5;4m708\u001b[0m: -0.002445003716275096\u001b[0m\n", " │ │ ├── \u001b[38;5;4m709\u001b[0m: -0.008846830576658249\u001b[0m\n", " │ │ ├── \u001b[38;5;4m710\u001b[0m: -0.017094686627388\u001b[0m\n", " │ │ ├── \u001b[38;5;4m711\u001b[0m: -0.021008862182497978\u001b[0m\n", " │ │ ├── \u001b[38;5;4m712\u001b[0m: -0.0057312799617648125\u001b[0m\n", " │ │ ├── \u001b[38;5;4m713\u001b[0m: 0.06670287251472473\u001b[0m\n", " │ │ ├── \u001b[38;5;4m714\u001b[0m: -0.05895605683326721\u001b[0m\n", " │ │ ├── \u001b[38;5;4m715\u001b[0m: 0.003967765253037214\u001b[0m\n", " │ │ ├── \u001b[38;5;4m716\u001b[0m: -0.04688413068652153\u001b[0m\n", " │ │ ├── \u001b[38;5;4m717\u001b[0m: -0.007967855781316757\u001b[0m\n", " │ │ ├── \u001b[38;5;4m718\u001b[0m: 0.008486705832183361\u001b[0m\n", " │ │ ├── \u001b[38;5;4m719\u001b[0m: 0.04752103611826897\u001b[0m\n", " │ │ ├── \u001b[38;5;4m720\u001b[0m: -0.018809055909514427\u001b[0m\n", " │ │ ├── \u001b[38;5;4m721\u001b[0m: -0.035304129123687744\u001b[0m\n", " │ │ ├── \u001b[38;5;4m722\u001b[0m: 0.05190379545092583\u001b[0m\n", " │ │ ├── \u001b[38;5;4m723\u001b[0m: -0.02688978612422943\u001b[0m\n", " │ │ ├── \u001b[38;5;4m724\u001b[0m: -0.004413092974573374\u001b[0m\n", " │ │ ├── \u001b[38;5;4m725\u001b[0m: 0.006161215715110302\u001b[0m\n", " │ │ ├── \u001b[38;5;4m726\u001b[0m: -0.06472691893577576\u001b[0m\n", " │ │ ├── \u001b[38;5;4m727\u001b[0m: -0.03412643074989319\u001b[0m\n", " │ │ ├── \u001b[38;5;4m728\u001b[0m: 0.07960573583841324\u001b[0m\n", " │ │ ├── \u001b[38;5;4m729\u001b[0m: -0.04458937421441078\u001b[0m\n", " │ │ ├── \u001b[38;5;4m730\u001b[0m: -0.03486024960875511\u001b[0m\n", " │ │ ├── \u001b[38;5;4m731\u001b[0m: -0.012804203666746616\u001b[0m\n", " │ │ ├── \u001b[38;5;4m732\u001b[0m: 0.00819985568523407\u001b[0m\n", " │ │ ├── \u001b[38;5;4m733\u001b[0m: 0.05537816509604454\u001b[0m\n", " │ │ ├── \u001b[38;5;4m734\u001b[0m: 0.03693454712629318\u001b[0m\n", " │ │ ├── \u001b[38;5;4m735\u001b[0m: 0.002208888065069914\u001b[0m\n", " │ │ ├── \u001b[38;5;4m736\u001b[0m: -0.054239824414253235\u001b[0m\n", " │ │ ├── \u001b[38;5;4m737\u001b[0m: -0.0033781256061047316\u001b[0m\n", " │ │ ├── \u001b[38;5;4m738\u001b[0m: 0.012642616406083107\u001b[0m\n", " │ │ ├── \u001b[38;5;4m739\u001b[0m: -0.007412124890834093\u001b[0m\n", " │ │ ├── \u001b[38;5;4m740\u001b[0m: 0.018704794347286224\u001b[0m\n", " │ │ ├── \u001b[38;5;4m741\u001b[0m: 0.020678628236055374\u001b[0m\n", " │ │ ├── \u001b[38;5;4m742\u001b[0m: -0.017073800787329674\u001b[0m\n", " │ │ ├── \u001b[38;5;4m743\u001b[0m: -0.04182546213269234\u001b[0m\n", " │ │ ├── \u001b[38;5;4m744\u001b[0m: -0.04236733540892601\u001b[0m\n", " │ │ ├── \u001b[38;5;4m745\u001b[0m: 0.007342583499848843\u001b[0m\n", " │ │ ├── \u001b[38;5;4m746\u001b[0m: -0.0185915045440197\u001b[0m\n", " │ │ ├── \u001b[38;5;4m747\u001b[0m: 0.051248468458652496\u001b[0m\n", " │ │ ├── \u001b[38;5;4m748\u001b[0m: 0.048972323536872864\u001b[0m\n", " │ │ ├── \u001b[38;5;4m749\u001b[0m: 0.008518674410879612\u001b[0m\n", " │ │ ├── \u001b[38;5;4m750\u001b[0m: -0.029436754062771797\u001b[0m\n", " │ │ ├── \u001b[38;5;4m751\u001b[0m: -0.034767813980579376\u001b[0m\n", " │ │ ├── \u001b[38;5;4m752\u001b[0m: 0.03085225075483322\u001b[0m\n", " │ │ ├── \u001b[38;5;4m753\u001b[0m: 0.051904525607824326\u001b[0m\n", " │ │ ├── \u001b[38;5;4m754\u001b[0m: -0.02561274915933609\u001b[0m\n", " │ │ ├── \u001b[38;5;4m755\u001b[0m: 0.03814048320055008\u001b[0m\n", " │ │ ├── \u001b[38;5;4m756\u001b[0m: 1.1672317964385828e-34\u001b[0m\n", " │ │ ├── \u001b[38;5;4m757\u001b[0m: 0.012339473702013493\u001b[0m\n", " │ │ ├── \u001b[38;5;4m758\u001b[0m: -0.017261575907468796\u001b[0m\n", " │ │ ├── \u001b[38;5;4m759\u001b[0m: 0.03371218964457512\u001b[0m\n", " │ │ ├── \u001b[38;5;4m760\u001b[0m: 0.04937398433685303\u001b[0m\n", " │ │ ├── \u001b[38;5;4m761\u001b[0m: -0.0268130861222744\u001b[0m\n", " │ │ ├── \u001b[38;5;4m762\u001b[0m: -0.03502042964100838\u001b[0m\n", " │ │ ├── \u001b[38;5;4m763\u001b[0m: 0.001780011341907084\u001b[0m\n", " │ │ ├── \u001b[38;5;4m764\u001b[0m: -0.012070025317370892\u001b[0m\n", " │ │ ├── \u001b[38;5;4m765\u001b[0m: 0.004172053188085556\u001b[0m\n", " │ │ ├── \u001b[38;5;4m766\u001b[0m: -0.005994188599288464\u001b[0m\n", " │ │ └── \u001b[38;5;4m767\u001b[0m: -0.004628462716937065\u001b[0m\n", " │ └── \u001b[38;5;5mResult\u001b[0m/4/2\u001b[0m ⇒ \u001b[38;5;2msucceeded\u001b[0m \u001b[38;5;15m2023-02-27 01:42:19Z\u001b[2m\u001b[0m\n", " └── \u001b[38;5;5m\u001b[0m/5\u001b[0m ⇒ \u001b[38;5;2msucceeded\u001b[0m \u001b[38;5;15m2023-02-27 01:42:19Z\u001b[2m\u001b[0m\n", "\n", "\u001b[38;5;15m43a06b19-35d7-444a-a822-c38a3473719d\u001b[1m\u001b[0m\n", "└── \u001b[38;5;5m\u001b[0m/1\u001b[0m ⇒ \u001b[38;5;2mstarted\u001b[0m \u001b[38;5;15m2023-02-27 01:42:19Z\u001b[2m\u001b[0m ⧖ \u001b[38;5;4m3.364s\u001b[2m\u001b[0m\n", " ├── \u001b[38;5;5mInput Function\u001b[0m/2/1\u001b[0m ⇒ \u001b[38;5;2mstarted\u001b[0m \u001b[38;5;15m2023-02-27 01:42:19Z\u001b[2m\u001b[0m ⧖ \u001b[38;5;4m0.007s\u001b[2m\u001b[0m\n", " │ ├── \u001b[38;5;4minput\u001b[0m: \u001b[0m\n", " │ │ ├── \u001b[38;5;4mdocs\u001b[0m: \u001b[0m\n", " │ │ │ └── \u001b[38;5;4m0\u001b[0m: and redolent of this year’s shining motorcars and of dances whose flowers were scarcely withered. It excited him, too, that many men had already loved Daisy—it increased her value in his eyes. He felt their presence all about the house, pervading the air with the shades and echoes of still vibrant emotions. But he knew that he was in Daisy’s house by a colossal accident. However glorious might be his future as Jay Gatsby, he was at present a penniless young man without a past, and at any moment the invisible cloak of his uniform might slip from his shoulders. So he made the most of his time. He took what he could get, ravenously and unscrupulously—eventually he took Daisy one still October night, took her because he had no real right to touch her hand. He might have despised himself, for he had certainly taken her under false pretences. I don’t mean that he had traded on his phantom millions, but he had deliberately given Daisy a sense of security; he let her believe that he was a person from much the same strata as herself—that he was fully able to take care of her. As a matter of fact, he had no such facilities—he had no comfortable family standing behind him, and he was liable at the whim of an impersonal government to be blown anywhere about the world. But he didn’t despise himself and it didn’t turn out as he had imagined. He had intended, probably, to take what he could and go—but now he found that he had committed himself to the following of a grail. He knew that Daisy was extraordinary, but he didn’t realize just how extraordinary a “nice” girl could be. She vanished into her rich house, into her rich, full life, leaving Gatsby—nothing. He felt married to her, that was all. When they met again, two days later, it was Gatsby who was breathless, who was, somehow, betrayed. Her porch was bright with the bought luxury of star-shine; the wicker of the settee squeaked fashionably as she turned toward him and he kissed her curious and lovely mouth. She had caught a cold, and it made her voice huskier and more charming than ever, and Gatsby was overwhelmingly aware of the youth and mystery that wealth imprisons and preserves, of the freshness of many clothes, and of Daisy, gleaming like silver, safe and proud above the hot struggles of the poor. ------------------------------------------------------------------------ “I can’t describe to you how surprised I was to find out I loved her, old sport. I even hoped for a while that she’d throw me over, bu\u001b[0m\n", " │ │ └── \u001b[38;5;4mquestion\u001b[0m: What did Gatsby do before he met Daisy?\u001b[0m\n", " │ └── \u001b[38;5;5mInput Function\u001b[0m/2/2\u001b[0m ⇒ \u001b[38;5;2msucceeded\u001b[0m \u001b[38;5;15m2023-02-27 01:42:19Z\u001b[2m\u001b[0m\n", " ├── \u001b[38;5;5mPrompted\u001b[0m/3/1\u001b[0m ⇒ \u001b[38;5;2mstarted\u001b[0m \u001b[38;5;15m2023-02-27 01:42:19Z\u001b[2m\u001b[0m ⧖ \u001b[38;5;4m3.357s\u001b[2m\u001b[0m\n", " │ ├── \u001b[38;5;4mprompt\u001b[0m: Context information is below. ⏎\n", " │ │ ---------------------⏎\n", " │ │ ⏎\n", " │ │ ⏎\n", " │ │ * and redolent of this year’s shining motorcars and of dances whose flowers were scarcely withered. It excited him, too, that many men had already loved Daisy—it increased her value in his eyes. He felt their presence all about the house, pervading the air with the shades and echoes of still vibrant emotions. But he knew that he was in Daisy’s house by a colossal accident. However glorious might be his future as Jay Gatsby, he was at present a penniless young man without a past, and at any moment the invisible cloak of his uniform might slip from his shoulders. So he made the most of his time. He took what he could get, ravenously and unscrupulously—eventually he took Daisy one still October night, took her because he had no real right to touch her hand. He might have despised himself, for he had certainly taken her under false pretences. I don’t mean that he had traded on his phantom millions, but he had deliberately given Daisy a sense of security; he let her believe that he was a person from much the same strata as herself—that he was fully able to take care of her. As a matter of fact, he had no such facilities—he had no comfortable family standing behind him, and he was liable at the whim of an impersonal government to be blown anywhere about the world. But he didn’t despise himself and it didn’t turn out as he had imagined. He had intended, probably, to take what he could and go—but now he found that he had committed himself to the following of a grail. He knew that Daisy was extraordinary, but he didn’t realize just how extraordinary a “nice” girl could be. She vanished into her rich house, into her rich, full life, leaving Gatsby—nothing. He felt married to her, that was all. When they met again, two days later, it was Gatsby who was breathless, who was, somehow, betrayed. Her porch was bright with the bought luxury of star-shine; the wicker of the settee squeaked fashionably as she turned toward him and he kissed her curious and lovely mouth. She had caught a cold, and it made her voice huskier and more charming than ever, and Gatsby was overwhelmingly aware of the youth and mystery that wealth imprisons and preserves, of the freshness of many clothes, and of Daisy, gleaming like silver, safe and proud above the hot struggles of the poor. ------------------------------------------------------------------------ “I can’t describe to you how surprised I was to find out I loved her, old sport. I even hoped for a while that she’d throw me over, bu⏎\n", " │ │ ⏎\n", " │ │ ⏎\n", " │ │ ---------------------⏎\n", " │ │ ⏎\n", " │ │ Given the context information and not prior knowledge, answer the question: What did Gatsby do before he met Daisy?\u001b[0m\n", " │ └── \u001b[38;5;5mPrompted\u001b[0m/3/2\u001b[0m ⇒ \u001b[38;5;2msucceeded\u001b[0m \u001b[38;5;15m2023-02-27 01:42:22Z\u001b[2m\u001b[0m\n", " ├── \u001b[38;5;5mResult\u001b[0m/4/1\u001b[0m ⇒ \u001b[38;5;2mstarted\u001b[0m \u001b[38;5;15m2023-02-27 01:42:22Z\u001b[2m\u001b[0m ⧖ \u001b[38;5;4m0.000s\u001b[2m\u001b[0m\n", " │ ├── \u001b[38;5;4mresult\u001b[0m: ⏎\n", " │ │ ⏎\n", " │ │ Gatsby had no past before he met Daisy. He was a penniless young man without a past, and at any moment the invisible cloak of his uniform might slip from his shoulders. He was liable at the whim of an impersonal government to be blown anywhere about the world.\u001b[0m\n", " │ └── \u001b[38;5;5mResult\u001b[0m/4/2\u001b[0m ⇒ \u001b[38;5;2msucceeded\u001b[0m \u001b[38;5;15m2023-02-27 01:42:22Z\u001b[2m\u001b[0m\n", " └── \u001b[38;5;5m\u001b[0m/5\u001b[0m ⇒ \u001b[38;5;2msucceeded\u001b[0m \u001b[38;5;15m2023-02-27 01:42:22Z\u001b[2m\u001b[0m\n", "\n", "\u001b[38;5;15mc8458531-d088-4135-a4fd-29438ef1f1bc\u001b[1m\u001b[0m\n", "└── \u001b[38;5;5mgatsby\u001b[0m/1\u001b[0m ⇒ \u001b[38;5;2mstarted\u001b[0m \u001b[38;5;15m2023-02-27 01:42:19Z\u001b[2m\u001b[0m ⧖ \u001b[38;5;4m3.938s\u001b[2m\u001b[0m\n", " └── \u001b[38;5;5mgatsby\u001b[0m/2\u001b[0m ⇒ \u001b[38;5;2msucceeded\u001b[0m \u001b[38;5;15m2023-02-27 01:42:22Z\u001b[2m\u001b[0m\n", "\n" ] } ], "source": [ "show_log(\"gatsby.log\")" ] } ], "metadata": { "jupytext": { "cell_metadata_filter": "tags,-all" }, "kernelspec": { "display_name": "minichain", "language": "python", "name": "minichain" }, 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