539 lines
490 KiB
Plaintext
539 lines
490 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "ab5cd7d1-1a57-46fc-8282-dae0a6cc2944",
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"metadata": {},
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"outputs": [],
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"source": [
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"import matplotlib.pyplot as plt\n",
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"import numpy as np\n",
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"import random\n",
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"import pandas as pd\n",
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"import itertools\n",
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"from joblib import Parallel, delayed\n",
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"import os.path\n",
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"import seaborn as sns"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "3d1ad0b9-f6a8-4e98-84aa-6e02e4279954",
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"metadata": {},
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"outputs": [],
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"source": [
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"SEED = 42\n",
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"np.random.seed(SEED)\n",
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"random.seed(SEED)\n",
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"\n",
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"ZIPF_CONSTANT = 2"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"id": "5a27d416-8f98-4814-af9e-6c6bef95f4ef",
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"metadata": {},
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"outputs": [],
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"source": [
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"def eta_star(db_object_count, c_f, cache_sz, c_delta, lambda_vals):\n",
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" num = (db_object_count * c_f - cache_sz * c_delta)\n",
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" denom = np.sum(1.0/lambda_vals)\n",
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" if denom == 0:\n",
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" print(\"sum(1.0/lambda_vals) == 0\")\n",
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" print(db_object_count, c_f, cache_sz, c_delta, lambda_vals)\n",
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" return max(0, num/denom)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"id": "6276a9ce-f839-4fe6-90f2-2195cf065fc8",
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"metadata": {},
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"outputs": [],
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"source": [
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"def h_i_star(c_f, eta, lambda_vals, c_delta):\n",
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" optimized_hitrate = (c_f - (eta/lambda_vals)) / c_delta\n",
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" return optimized_hitrate"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"id": "dcd31a8c-6864-4b9a-8bb3-998f0c32baf6",
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"metadata": {},
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"outputs": [],
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"source": [
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"def get_index_of_furthest_hitrate_from_boundary(hitrates):\n",
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" lower_bound_violation = hitrates[(hitrates < 0)]\n",
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" upper_bound_violation = hitrates[(hitrates > 1)]\n",
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" smallest_delta = np.abs(np.min(lower_bound_violation))\n",
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" biggest_delta = np.max(upper_bound_violation) - 1\n",
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" if smallest_delta > biggest_delta:\n",
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" index = np.where(hitrates == np.min(local_hitrates))[0][0]\n",
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" return index\n",
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" else:\n",
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" \n",
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" index = np.where(hitrates == np.max(local_hitrates))[0][0]\n",
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" return index"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"id": "9d774304-ae68-43b3-a76a-e970c06c5236",
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"metadata": {},
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"outputs": [],
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"source": [
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"def get_index_of_furthest_hitrate_from_boundary(hitrates):\n",
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" outside_bounds = (hitrates < 0) | (hitrates > 1)\n",
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" distances = np.where(outside_bounds, np.maximum(np.abs(hitrates - 0), np.abs(hitrates - 1)), -np.inf)\n",
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" index = np.argmax(distances)\n",
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" return index"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 7,
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"id": "0e21c26f-058a-4e56-a5ad-1c47bf28656c",
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"metadata": {
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"scrolled": true
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},
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"outputs": [],
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"source": [
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"def optimize_hitrates(db_object_count, cache_size, c_f, c_delta, lambda_vals):\n",
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" optimized_hitrates = np.zeros(db_object_count)\n",
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" current_db_object_count = db_object_count\n",
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" current_cache_size = cache_size\n",
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" \n",
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" differenc_set = np.arange(db_object_count)\n",
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" fix_i = []\n",
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" while True:\n",
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" if current_db_object_count == 0:\n",
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" if current_cache_size > 0:\n",
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" # print(\"Re-optimize objects with optimal hitrate of 0.\")\n",
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" differenc_set = np.where(optimized_hitrates == 0)[0]\n",
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" fix_i = np.setdiff1d(np.arange(db_object_count), differenc_set).tolist()\n",
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" current_db_object_count = len(differenc_set)\n",
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" continue\n",
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" else:\n",
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" # print(\"Stop optimization.\")\n",
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" optimized_hitrates[differenc_set] = 0\n",
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" break\n",
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" \n",
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" eta = eta_star(current_db_object_count, c_f, current_cache_size, c_delta, lambda_vals[differenc_set])\n",
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" optimized_hitrates[differenc_set] = h_i_star(c_f, eta, lambda_vals[differenc_set], c_delta)\n",
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"\n",
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" if eta < 0:\n",
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" # print(\"eta was negative.\")\n",
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" current_cache_size = current_db_object_count * c_f / c_delta # Adjust cache size for next iteration\n",
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" continue\n",
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" \n",
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" if len((optimized_hitrates[differenc_set])[((optimized_hitrates[differenc_set]) < 0) | ((optimized_hitrates[differenc_set])> 1)]) == 0:\n",
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" # print(\"All values optimized.\")\n",
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" break\n",
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" \n",
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" max_outbound_index = get_index_of_furthest_hitrate_from_boundary(optimized_hitrates)\n",
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" fix_i.append(max_outbound_index)\n",
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" differenc_set = np.setdiff1d(np.arange(db_object_count), fix_i)\n",
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" \n",
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" old_hitrate = optimized_hitrates[max_outbound_index]\n",
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" optimized_hitrates[max_outbound_index] = (1 if optimized_hitrates[max_outbound_index] > 1 else 0)\n",
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" \n",
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" current_db_object_count -= 1\n",
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" current_cache_size -= optimized_hitrates[max_outbound_index]\n",
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" return optimized_hitrates"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 8,
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"id": "b6bf3329-3a63-4807-ab8b-8a54f824f47e",
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"metadata": {},
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"outputs": [],
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"source": [
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"def objective_function(optimized_hitrates, optimized_ttl, c_f, c_delta, lambda_vals):\n",
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" return np.sum(lambda_vals*(1-optimized_hitrates)*c_f+optimized_ttl*c_delta)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "d57309c0-2dd9-4b71-8e6d-a0af1600ea3e",
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"metadata": {},
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"outputs": [],
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"source": [
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"def optimize_ttl(optimized_hitrates):\n",
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" return 0.5*np.power(optimized_hitrates,2)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 9,
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"id": "bd4536e9-273b-4f49-b06c-2f00605e0f7d",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Define the task to be parallelized\n",
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"def grid_search_task(db_object_count, cache_size, c_f, c_delta, db_object_counts, cache_sizes, c_f_values, c_delta_values):\n",
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" if db_object_count < cache_size:\n",
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" return None # Skip this combination if db_object_count < cache_size\n",
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" \n",
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" # Generate lambda_vals\n",
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" lambda_vals = np.array([np.random.zipf(ZIPF_CONSTANT) for _ in np.arange(1, db_object_count + 1, 1)])\n",
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" \n",
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" # Call the optimization function\n",
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" optimized_hitrates = optimize_hitrates(db_object_count, cache_size, c_f, c_delta, lambda_vals)\n",
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"\n",
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" optimized_ttl = optimize_ttl(optimized_hitrates)\n",
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" \n",
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" # Compute the objective function\n",
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" objective = objective_function(optimized_hitrates, optimized_ttl, c_f, c_delta, lambda_vals)\n",
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"\n",
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" return (objective, db_object_count, cache_size, c_f, c_delta)\n",
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"\n",
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"# Perform grid search with parallelization and tqdm progress bar\n",
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"def grid_search(db_object_counts, cache_sizes, c_f_values, c_delta_values):\n",
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" results = [] # List to collect the results (objective, parameters)\n",
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" total_combinations = len(db_object_counts) * len(cache_sizes) * len(c_f_values) * len(c_delta_values)\n",
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" \n",
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" # Use Parallel from joblib to parallelize the grid search\n",
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" task_results = Parallel(n_jobs=-1, verbose=1)(\n",
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" delayed(grid_search_task)(db_object_count, cache_size, c_f, c_delta, db_object_counts, cache_sizes, c_f_values, c_delta_values)\n",
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" for db_object_count, cache_size, c_f, c_delta in itertools.product(db_object_counts, cache_sizes, c_f_values, c_delta_values)\n",
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" )\n",
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"\n",
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" # Collect valid results\n",
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" for result in task_results:\n",
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" if result is not None:\n",
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" results.append(result)\n",
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" \n",
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" # Convert the results into a pandas DataFrame\n",
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" df = pd.DataFrame(results, columns=[\"Objective\", \"db_object_count\", \"cache_size\", \"c_f (Miss Cost)\", \"c_delta (Refresh Cost)\"])\n",
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" \n",
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" return df\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 10,
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"id": "a92c6772-6609-41a8-a3d1-4d640b69a864",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"CPU times: user 23.2 ms, sys: 6.79 ms, total: 30 ms\n",
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"Wall time: 27.7 ms\n"
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]
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}
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],
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"source": [
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"%%time\n",
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"# Define the grid search space\n",
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"test_ratios = np.array([0.1, 0.2, 0.5, 0.7, 1, 1.5, 2, 5, 10])\n",
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"db_object_count_values = np.round(np.array([10, 15, 30, 100, 200, 500]))\n",
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"cache_size_values = np.unique(np.round(np.array([db_object_count_values * i for i in test_ratios]).flatten()))\n",
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"c_f_values = np.array([0.1, 0.2, 0.5, 0.7, 1, 1.5, 2, 5, 10])\n",
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"c_delta_values = np.unique(np.array([c_f_values * i for i in test_ratios]).flatten())\n",
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"\n",
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"objective_result_file = \"./objective_grid-search_multi-core.csv\"\n",
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"\n",
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"results_df = None\n",
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"if not os.path.isfile(objective_result_file):\n",
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" # Call the grid search function\n",
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" results_df = grid_search(db_object_count_values, cache_size_values, c_f_values, c_delta_values)\n",
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" results_df.to_csv(objective_result_file,index=False)\n",
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"else:\n",
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" results_df = pd.read_csv(objective_result_file)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 11,
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"id": "45d7f86f-edee-4fc5-835f-1e311ab2e411",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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"\n",
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" .dataframe tbody tr th {\n",
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" vertical-align: top;\n",
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" .dataframe thead th {\n",
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" text-align: right;\n",
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" }\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>Objective</th>\n",
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" <th>db_object_count</th>\n",
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" <th>cache_size</th>\n",
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" <th>c_f (Miss Cost)</th>\n",
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" <th>c_delta (Refresh Cost)</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>0</th>\n",
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" <td>0.620000</td>\n",
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" <td>10</td>\n",
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" <td>1.0</td>\n",
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" <td>0.1</td>\n",
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" </tr>\n",
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" <th>1</th>\n",
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" <td>0.640000</td>\n",
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" <td>10</td>\n",
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" <td>1.0</td>\n",
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||
" <td>0.1</td>\n",
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" <td>0.02</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>2</th>\n",
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" <td>1.820000</td>\n",
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" <td>10</td>\n",
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" <td>1.0</td>\n",
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||
" <td>0.1</td>\n",
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" <td>0.04</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>3</th>\n",
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" <td>1.125000</td>\n",
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" <td>10</td>\n",
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" <td>1.0</td>\n",
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" <td>0.1</td>\n",
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" <td>0.05</td>\n",
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" </tr>\n",
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" <tr>\n",
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||
" <th>4</th>\n",
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||
" <td>1.635000</td>\n",
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" <td>10</td>\n",
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||
" <td>1.0</td>\n",
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" <td>0.1</td>\n",
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" <td>0.07</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <td>...</td>\n",
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" <th>32719</th>\n",
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" <td>7563.333333</td>\n",
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" <td>500</td>\n",
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" <td>10.0</td>\n",
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" <td>15.00</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>32720</th>\n",
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" <td>12545.000000</td>\n",
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" <td>500</td>\n",
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" <td>500.0</td>\n",
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" <td>10.0</td>\n",
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||
" <td>20.00</td>\n",
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||
" </tr>\n",
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||
" <tr>\n",
|
||
" <th>32721</th>\n",
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" <td>45496.000000</td>\n",
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" <td>500</td>\n",
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" <td>500.0</td>\n",
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" <td>10.0</td>\n",
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" <td>25.00</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>32722</th>\n",
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" <td>28060.000000</td>\n",
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" <td>500</td>\n",
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" <td>500.0</td>\n",
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" <td>10.0</td>\n",
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" <td>500</td>\n",
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"</div>"
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||
],
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"text/plain": [
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" Objective db_object_count cache_size c_f (Miss Cost) \\\n",
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"0 0.620000 10 1.0 0.1 \n",
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"1 0.640000 10 1.0 0.1 \n",
|
||
"2 1.820000 10 1.0 0.1 \n",
|
||
"3 1.125000 10 1.0 0.1 \n",
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||
"4 1.635000 10 1.0 0.1 \n",
|
||
"... ... ... ... ... \n",
|
||
"32719 7563.333333 500 500.0 10.0 \n",
|
||
"32720 12545.000000 500 500.0 10.0 \n",
|
||
"32721 45496.000000 500 500.0 10.0 \n",
|
||
"32722 28060.000000 500 500.0 10.0 \n",
|
||
"32723 28987.000000 500 500.0 10.0 \n",
|
||
"\n",
|
||
" c_delta (Refresh Cost) \n",
|
||
"0 0.01 \n",
|
||
"1 0.02 \n",
|
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"2 0.04 \n",
|
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"3 0.05 \n",
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||
"4 0.07 \n",
|
||
"... ... \n",
|
||
"32719 15.00 \n",
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||
"32720 20.00 \n",
|
||
"32721 25.00 \n",
|
||
"32722 50.00 \n",
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"32723 100.00 \n",
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||
"\n",
|
||
"[32724 rows x 5 columns]"
|
||
]
|
||
},
|
||
"execution_count": 11,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"results_df"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 12,
|
||
"id": "8624c964-a9e9-4e51-9090-503c37ed113d",
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"c_delta = results_df[\"c_delta (Refresh Cost)\"]\n",
|
||
"c_f = results_df[\"c_f (Miss Cost)\"]\n",
|
||
"\n",
|
||
"db_object_count = results_df[\"db_object_count\"]\n",
|
||
"cache_size = results_df[\"cache_size\"]\n",
|
||
"\n",
|
||
"c_ratio = pd.DataFrame(c_delta/c_f, columns=['c_delta/c_f'])\n",
|
||
"nb = pd.DataFrame(db_object_count/cache_size, columns=['n/b'])\n",
|
||
"objectives = pd.DataFrame(results_df[\"Objective\"], columns=['Objective'])\n",
|
||
"\n",
|
||
"df = objectives.merge(nb, left_index=True, right_index=True).merge(c_ratio, left_index=True, right_index=True)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 13,
|
||
"id": "ee992ea0-da3e-47a8-bcbb-7a17a7472d07",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x600 with 2 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"plt.figure(figsize=(10, 6))\n",
|
||
"scatter = plt.scatter(df['c_delta/c_f'], df['Objective'], s=df['n/b'] * 10, c=df['n/b'], cmap='viridis', alpha=0.6)\n",
|
||
"\n",
|
||
"# Adding color bar to represent 'n/b' values\n",
|
||
"plt.colorbar(scatter, label='n/b')\n",
|
||
"\n",
|
||
"# Add labels and title\n",
|
||
"plt.xlabel('c_delta/c_f')\n",
|
||
"plt.ylabel('Objective')\n",
|
||
"plt.title('Objective vs. c_delta/c_f with n/b as size and color')\n",
|
||
"\n",
|
||
"# Show the plot\n",
|
||
"plt.show()\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 14,
|
||
"id": "d9b31a70-f35d-4c4d-abb2-1d92e3a7788d",
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1200x800 with 2 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Pivot the data so we can plot it as a heatmap\n",
|
||
"heatmap_data = df.pivot_table(index='Objective', columns='c_delta/c_f', values='n/b')\n",
|
||
"\n",
|
||
"# Create the heatmap\n",
|
||
"plt.figure(figsize=(12, 8))\n",
|
||
"sns.heatmap(heatmap_data, cmap='viridis', annot=True, fmt=\".2f\", linewidths=0.5, cbar_kws={'label': 'n/b'})\n",
|
||
"\n",
|
||
"# Add labels and title\n",
|
||
"plt.xlabel('c_delta/c_f')\n",
|
||
"plt.ylabel('Objective')\n",
|
||
"plt.title('Heatmap of n/b values with Objective vs c_delta/c_f')\n",
|
||
"\n",
|
||
"# Show the plot\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"id": "ae1a71af-85bd-414b-8c95-f51cc0afed34",
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": []
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "graphs",
|
||
"language": "python",
|
||
"name": "graphs"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 3
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython3",
|
||
"version": "3.12.7"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 5
|
||
}
|