pyoe2-craftpath 0.2.4

A tool for Path of Exile 2 to find the best craftpaths based on the categories: *most likely, most efficient and cheapest*, between a starting item and a target item.
Documentation
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{
    "cells": [
        {
            "cell_type": "markdown",
            "id": "f3c0d569",
            "metadata": {},
            "source": [
                "# Possible Crafting Analysis Example\n",
                "\n",
                "Note: The structure is generated with ChatGPT, based on the pure Python example in [`example_calculator_for_example_items.py`](https://github.com/WladHD/pyoe2-craftpath/tree/main/python_examples/example_calculator_for_example_items.py).\n",
                "\n",
                "This notebook demonstrates an example workflow for calculating crafting routes in Path of Exile 2. It includes:\n",
                "- Loading example start and target items.\n",
                "- Fetching economy and item data.\n",
                "- Generating an item matrix and computing statistics.\n",
                "- Displaying results in interactive Pandas tables with pretty-print for each route.\n",
                "- Summary of top routes and currency groups.\n",
                "\n"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "8eb2947b",
            "metadata": {},
            "source": [
                "## 1. Imports and Version Check\n",
                "Import necessary modules for PoE2 crafting analysis, JSON parsing, and Pandas display.\n",
                "\n",
                "Check for new version"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 1,
            "id": "d6ed0e3f",
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": [
                        "\u001b[2m2025-11-15T16:21:33.850920Z\u001b[0m \u001b[32m INFO\u001b[0m You are up to date running pyoe2-craftpath with version 0.2.4!\n",
                        "You can always check out https://github.com/WladHD/pyoe2-craftpath if you encounter issues or have ideas.\n"
                    ]
                }
            ],
            "source": [
                "import pyoe2_craftpath as pc\n",
                "import pandas as pd\n",
                "\n",
                "new_version_available = pc.check_for_updates_and_print()"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "73d5464b",
            "metadata": {},
            "source": [
                "## 2. Setup Cache and URLs\n",
                "Define URLs for item data ([Craft of Exile](https://www.craftofexile.com/?game=poe2)) and market data ([PoE Ninja](https://poe.ninja/)). The economy data is gathered for the League `Rise of the Abyssal`."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 2,
            "id": "cc34e63b",
            "metadata": {},
            "outputs": [],
            "source": [
                "COE_MAP = {\n",
                "    \"./cache/coe2.json\": \"https://www.craftofexile.com/json/poe2/main/poec_data.json\"\n",
                "}\n",
                "\n",
                "ECONOMY_MAP = {\n",
                "    \"./cache/pn_abyss.json\": \"https://poe.ninja/poe2/api/economy/exchange/current/overview?league=Rise of the Abyssal&type=Abyss\",\n",
                "    \"./cache/pn_currency.json\": \"https://poe.ninja/poe2/api/economy/exchange/current/overview?league=Rise of the Abyssal&type=Currency\",\n",
                "    \"./cache/pn_essences.json\": \"https://poe.ninja/poe2/api/economy/exchange/current/overview?league=Rise of the Abyssal&type=Essences\",\n",
                "    \"./cache/pn_ritual.json\": \"https://poe.ninja/poe2/api/economy/exchange/current/overview?league=Rise of the Abyssal&type=Ritual\"\n",
                "}"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "acf3aa60",
            "metadata": {},
            "source": [
                "## 3. Fetch and Parse Item and Market Data\n",
                "I've implemented a caching function, that can fetch and cache the given structure in `COE_MAP` and `ECONOMY_MAP`. Use that or provide required CoE's and PN's jsons on your own."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 3,
            "id": "03714d07",
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": [
                        "\u001b[2m2025-11-15T16:21:33.882865Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mretrieve_contents_from_urls_with_cache_unstable_order\u001b[0m\u001b[2m:\u001b[0m Loading cached contents from './cache/coe2.json'\n",
                        "\u001b[2m2025-11-15T16:21:33.914107Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mretrieve_contents_from_urls_with_cache_unstable_order\u001b[0m\u001b[2m:\u001b[0m Loading cached contents from './cache/pn_currency.json'\n",
                        "\u001b[2m2025-11-15T16:21:33.918559Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mretrieve_contents_from_urls_with_cache_unstable_order\u001b[0m\u001b[2m:\u001b[0m Loading cached contents from './cache/pn_abyss.json'\n",
                        "\u001b[2m2025-11-15T16:21:33.922459Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mretrieve_contents_from_urls_with_cache_unstable_order\u001b[0m\u001b[2m:\u001b[0m Loading cached contents from './cache/pn_ritual.json'\n",
                        "\u001b[2m2025-11-15T16:21:33.926524Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mretrieve_contents_from_urls_with_cache_unstable_order\u001b[0m\u001b[2m:\u001b[0m Loading cached contents from './cache/pn_essences.json'\n"
                    ]
                }
            ],
            "source": [
                "raw_fetched_responses_coe = pc.retrieve_contents_from_urls_with_cache_unstable_order(\n",
                "    cache_url_map=COE_MAP,\n",
                "    max_cache_duration_in_sec=60*60*24\n",
                ")\n",
                "\n",
                "raw_fetched_responses_economy = pc.retrieve_contents_from_urls_with_cache_unstable_order(\n",
                "    cache_url_map=ECONOMY_MAP,\n",
                "    max_cache_duration_in_sec=60*60\n",
                ")\n",
                "\n",
                "coe_data = pc.CraftOfExileItemInfoProvider.parse_from_json(\n",
                "    raw_fetched_responses_coe[0])\n",
                "economy = pc.PoeNinjaMarketPriceProvider.parse_from_json_list(\n",
                "    raw_fetched_responses_economy)"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "a6722222",
            "metadata": {},
            "source": [
                "## 4. Load Example Items\n",
                "Load raw string for starting and target items and parse using the `CraftOfExileEmulatorItemImport` class. The content of `start_item_magic_1_affix_bow.json` and `target_item_desecrated_essence_rare_4_affix_bow.json` is generated by the Emulator in [craftofexile.com](https://www.craftofexile.com/?game=poe2) using the Export function (under History/Spending on the right)."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 4,
            "id": "3c2e5238",
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": [
                        "BaseId: 20, Rarity: Magic, ItemLevel: 100\n",
                        "0.\t[Tier 2+, ilvl 76, Prefix] '+# to Accuracy Rating'\n",
                        "\n",
                        "BaseId: 20, Rarity: Rare, ItemLevel: 100\n",
                        "0.\t[Tier 2+, ilvl 76, Prefix] '+# to Accuracy Rating'\n",
                        "0.\t[Tier 2+, ilvl 75, Prefix] 'Adds # to # Lightning Damage'\n",
                        "0.\t[Tier 1+, ilvl 60, Suffix, Ess.] '#% increased Attack Speed'\n",
                        "0.\t[Tier 1+, ilvl 65, Prefix, Des.] 'Attacks with this Weapon Penetrate #% Lightning Resistance'\n",
                        "\n"
                    ]
                }
            ],
            "source": [
                "with open('example_items/start_item_magic_1_affix_bow.json', 'r', encoding='utf-8') as f:\n",
                "    start_raw_string = f.read()\n",
                "with open('example_items/target_item_desecrated_essence_rare_4_affix_bow.json', 'r', encoding='utf-8') as f:\n",
                "    end_raw_string = f.read()\n",
                "\n",
                "start_item = pc.CraftOfExileEmulatorItemImport.parse_itemsnapshot_from_string(\n",
                "    start_raw_string, coe_data)\n",
                "end_item = pc.CraftOfExileEmulatorItemImport.parse_itemsnapshot_from_string(\n",
                "    end_raw_string, coe_data)\n",
                "\n",
                "print(start_item.to_pretty_string(coe_data))\n",
                "print(end_item.to_pretty_string(coe_data))"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "ed072173",
            "metadata": {},
            "source": [
                "## 5. Generate Item Matrix\n",
                "Use `MatrixBuilderPreset.HappyPathMatrixBuilder` to create a crafting matrix from start to target items. Currently only one implementation exists to build the item matrix. Refer to the [README](https://github.com/WladHD/pyoe2-craftpath) for implementation details. You can write your own Rust addon and create a new `DynMatrixBuilder`, which can be passed as the argument `matrix_builder`."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 5,
            "id": "6f5d8e9e",
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": [
                        "Matrix contains 7 items\n",
                        "\u001b[2m2025-11-15T16:21:34.206742Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mgenerate_item_matrix\u001b[0m\u001b[2m:\u001b[0m Using 'Happy Path Matrix Builder' to generate item matrix ...\n",
                        "\u001b[2m2025-11-15T16:21:34.206786Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mgenerate_item_matrix\u001b[0m\u001b[2m:\u001b[0m Description: Builds an optimized item matrix containing reachable items starting from the given item, that only come closer to the target item (target_proximity).\n",
                        "\u001b[2m2025-11-15T16:21:34.206813Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mgenerate_item_matrix\u001b[0m\u001b[2m:\u001b[0m Starting propagation ...\n",
                        "\u001b[2m2025-11-15T16:21:34.218895Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mgenerate_item_matrix\u001b[0m\u001b[2m:\u001b[0m Excluded 12 more expensive routes with same chance successfully\n",
                        "\u001b[2m2025-11-15T16:21:34.218936Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mgenerate_item_matrix\u001b[0m\u001b[2m:\u001b[0m Successfully generated item matrix.\n"
                    ]
                }
            ],
            "source": [
                "matrix_builder_instance = pc.MatrixBuilderPreset.HappyPathMatrixBuilder.get_instance()\n",
                "\n",
                "calc = pc.Calculator.generate_item_matrix(\n",
                "    starting_item=start_item,\n",
                "    target=end_item,\n",
                "    item_provider=coe_data,\n",
                "    market_info=economy,\n",
                "    matrix_builder=matrix_builder_instance\n",
                ")\n",
                "\n",
                "print(f\"Matrix contains {len(calc.matrix)} items\")"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "b0c7ea40",
            "metadata": {},
            "source": [
                "## 6. Calculate Statistics\n",
                "Compute crafting statistics using analyzers for chance, efficiency, and cost. Here again, analyzer instances are of type `DynStatisticAnalyzerPaths`, if you want to handle the statistic login in Rust. You can also let this program calculate all possible paths, and create your own statistics in Python yourself."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 6,
            "id": "386bc54f",
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": [
                        "\u001b[2m2025-11-15T16:21:34.229464Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m Using 'Unique Path by Highest Chance' to calculate statistics ...\n",
                        "\u001b[2m2025-11-15T16:21:34.229506Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m Description: Retrieves N number of unique paths memory efficiently from all possible combinations, sorted by chance.\n",
                        "\u001b[2m2025-11-15T16:21:34.229531Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m\u001b[1mget_statistic\u001b[0m\u001b[2m:\u001b[0m Generating unique craft paths based on item matrix\n",
                        "\u001b[2m2025-11-15T16:21:34.236216Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m\u001b[1mget_statistic\u001b[0m\u001b[2m:\u001b[0m\u001b[1mfinalize_routes\u001b[0m\u001b[2m:\u001b[0m Collecting 36 routes ...\n",
                        "\u001b[2m2025-11-15T16:21:34.236372Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m\u001b[1mget_statistic\u001b[0m\u001b[2m:\u001b[0m\u001b[1mfinalize_routes\u001b[0m\u001b[2m:\u001b[0m Routes collected successfully.\n",
                        "\u001b[2m2025-11-15T16:21:34.236435Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m Successfully calculated statistics.\n",
                        "\u001b[2m2025-11-15T16:21:34.236717Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m Using 'Unique Path by Efficient Cost' to calculate statistics ...\n",
                        "\u001b[2m2025-11-15T16:21:34.236747Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m Description: Retrieves N number of unique paths memory efficiently from all possible combinations, sorted by cost multiplied by amount of tries needed to reach at least 60% chance to gain the item.\n",
                        "\u001b[2m2025-11-15T16:21:34.236775Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m\u001b[1mget_statistic\u001b[0m\u001b[2m:\u001b[0m Generating unique craft paths based on item matrix\n",
                        "\u001b[2m2025-11-15T16:21:34.237214Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m\u001b[1mget_statistic\u001b[0m\u001b[2m:\u001b[0m\u001b[1mfinalize_routes\u001b[0m\u001b[2m:\u001b[0m Collecting 36 routes ...\n",
                        "\u001b[2m2025-11-15T16:21:34.237330Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m\u001b[1mget_statistic\u001b[0m\u001b[2m:\u001b[0m\u001b[1mfinalize_routes\u001b[0m\u001b[2m:\u001b[0m Routes collected successfully.\n",
                        "\u001b[2m2025-11-15T16:21:34.237378Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m Successfully calculated statistics.\n",
                        "\u001b[2m2025-11-15T16:21:34.237559Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m Using 'Unique Path by Lowest Cost' to calculate statistics ...\n",
                        "\u001b[2m2025-11-15T16:21:34.237571Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m Description: Retrieves N number of unique paths memory efficiently from all possible combinations, sorted by cost.\n",
                        "\u001b[2m2025-11-15T16:21:34.237587Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m\u001b[1mget_statistic\u001b[0m\u001b[2m:\u001b[0m Generating unique craft paths based on item matrix\n",
                        "\u001b[2m2025-11-15T16:21:34.238017Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m\u001b[1mget_statistic\u001b[0m\u001b[2m:\u001b[0m\u001b[1mfinalize_routes\u001b[0m\u001b[2m:\u001b[0m Collecting 36 routes ...\n",
                        "\u001b[2m2025-11-15T16:21:34.238128Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m\u001b[1mget_statistic\u001b[0m\u001b[2m:\u001b[0m\u001b[1mfinalize_routes\u001b[0m\u001b[2m:\u001b[0m Routes collected successfully.\n",
                        "\u001b[2m2025-11-15T16:21:34.238172Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics\u001b[0m\u001b[2m:\u001b[0m Successfully calculated statistics.\n"
                    ]
                }
            ],
            "source": [
                "def calculate_stat_results(calc: pc.Calculator, analyzer_preset: pc.StatisticAnalyzerPathPreset, coe_data: pc.ItemInfoProvider, economy: pc.MarketPriceProvider, max_routes=100):\n",
                "    instance = analyzer_preset.get_instance()\n",
                "    res = calc.calculate_statistics(\n",
                "        item_provider=coe_data,\n",
                "        market_provider=economy,\n",
                "        max_routes=max_routes,\n",
                "        max_ram_in_bytes=1_000_000_000,\n",
                "        statistic_analyzer=instance\n",
                "    )\n",
                "    return res, instance\n",
                "\n",
                "\n",
                "chance_results, chance_instance = calculate_stat_results(\n",
                "    calc, pc.StatisticAnalyzerPathPreset.UniquePathChance, coe_data, economy)\n",
                "efficiency_results, efficiency_instance = calculate_stat_results(\n",
                "    calc, pc.StatisticAnalyzerPathPreset.UniquePathEfficiency, coe_data, economy)\n",
                "cost_results, cost_instance = calculate_stat_results(\n",
                "    calc, pc.StatisticAnalyzerPathPreset.UniquePathCost, coe_data, economy)"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "376980da",
            "metadata": {},
            "source": [
                "## 7. Calculate Currency Group Statistics\n",
                "Compute grouped statistics using `CurrencyGroupChance` analyzer. Same as unique paths, but with the goal of collecting routes into groups by the applied currency sequence. The instance is `DynStatisticAnalyzerCurrencyGroups`.\n",
                "\n",
                "The calculation is memory expensive for deep paths, so define the amount of RAM you're comfortable with giving for this calculation."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 7,
            "id": "9a685043",
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": [
                        "\u001b[2m2025-11-15T16:21:34.245104Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics_currency_group\u001b[0m\u001b[2m:\u001b[0m Using 'Currency Groups by Highest Chance (No Unique Paths)' to calculate statistics ...\n",
                        "\u001b[2m2025-11-15T16:21:34.245153Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics_currency_group\u001b[0m\u001b[2m:\u001b[0m Description: Memory efficient implementation of currency sequence grouping. Unique paths are not kept, but instead immediatly summed, thus losing information but allowing memory efficient collection. Best combined with best N routes.\n",
                        "\u001b[2m2025-11-15T16:21:34.245186Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics_currency_group\u001b[0m\u001b[2m:\u001b[0m\u001b[1mget_statistic\u001b[0m\u001b[2m:\u001b[0m\u001b[1mget_grouped_statistic_memory_efficient\u001b[0m\u001b[2m:\u001b[0m Generating unique craft paths based on item matrix\n",
                        "\u001b[2m2025-11-15T16:21:34.247963Z\u001b[0m \u001b[32m INFO\u001b[0m \u001b[1mcalculate_statistics_currency_group\u001b[0m\u001b[2m:\u001b[0m Successfully calculated statistics.\n"
                    ]
                }
            ],
            "source": [
                "group_chance_instance = pc.StatisticAnalyzerCurrencyGroupPreset.CurrencyGroupChance.get_instance()\n",
                "groups = calc.calculate_statistics_currency_group(\n",
                "    item_provider=coe_data,\n",
                "    market_provider=economy,\n",
                "    max_ram_in_bytes=1_000_000_000,\n",
                "    statistic_analyzer=group_chance_instance\n",
                ")"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "1e091b92",
            "metadata": {},
            "source": [
                "## 8. Build Pandas DataFrames for Routes\n",
                "Here is an example, of how the calculated data can be transformed, into a more interesting view. Keep in mind that a route per se has no name. So the position in the sorted list is to identify it (in this example).\n",
                "\n",
                "Construct DataFrames for chance, efficiency, and cost results with pretty-printed routes."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 8,
            "id": "510a2b8c",
            "metadata": {},
            "outputs": [],
            "source": [
                "def build_routes_df(routes: list[pc.ItemRoute], analyzer_instance: pc.DynStatisticAnalyzerPaths, coe_data: pc.ItemInfoProvider, economy: pc.MarketPriceProvider, calc: pc.Calculator, groups: list[pc.GroupRoute]):\n",
                "    data = []\n",
                "    for i, r in enumerate(routes):\n",
                "        group = r.locate_group(calculated_groups=groups)\n",
                "\n",
                "        currency_group = [node.currency_list for node in r.route]\n",
                "\n",
                "        data.append({\n",
                "            'Route': \"#\" + str(i + 1),\n",
                "            'Chance': r.chance,\n",
                "            'Cost per 1 (DIV)': analyzer_instance.calculate_cost_per_craft(currency_group, coe_data, economy).get_divine_value(),\n",
                "            'Tries needed for 60 %': analyzer_instance.calculate_tries_needed_for_60_percent(r),\n",
                "            'Group Chance': group.chance if group is not None else None,\n",
                "            'Group Tries Needed':  group_chance_instance.calculate_tries_needed_for_60_percent(group) if group is not None else None,\n",
                "            'Pretty Print': r.to_pretty_string(\n",
                "                item_provider=coe_data,\n",
                "                market_provider=economy,\n",
                "                calculator=calc,\n",
                "                groups=groups,\n",
                "                statistic_analyzer=analyzer_instance\n",
                "            )\n",
                "        })\n",
                "    return pd.DataFrame(data)\n",
                "\n",
                "\n",
                "df_chance = build_routes_df(\n",
                "    chance_results, chance_instance, coe_data, economy, calc, groups)\n",
                "df_efficiency = build_routes_df(\n",
                "    efficiency_results, efficiency_instance, coe_data, economy, calc, groups)\n",
                "df_cost = build_routes_df(cost_results, cost_instance,\n",
                "                          coe_data, economy, calc, groups)"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "d5b46da8",
            "metadata": {},
            "source": [
                "### 9. Display Top Routes by Chance\n",
                "Show a Pandas DataFrame and print pretty-printed route details.\n",
                "\n",
                "Below is a simple example of how the calculated data can be used. Following examples show a printed table, as well as the raw console output I've coded to visualize routes. The information you want may be different, so adapt to your needs."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 9,
            "id": "4f1c5d3f",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": [
                            "<div>\n",
                            "<style scoped>\n",
                            "    .dataframe tbody tr th:only-of-type {\n",
                            "        vertical-align: middle;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe tbody tr th {\n",
                            "        vertical-align: top;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe thead th {\n",
                            "        text-align: right;\n",
                            "    }\n",
                            "</style>\n",
                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: right;\">\n",
                            "      <th></th>\n",
                            "      <th>Route</th>\n",
                            "      <th>Chance</th>\n",
                            "      <th>Cost per 1 (DIV)</th>\n",
                            "      <th>Tries needed for 60 %</th>\n",
                            "      <th>Group Chance</th>\n",
                            "      <th>Group Tries Needed</th>\n",
                            "      <th>Pretty Print</th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>0</th>\n",
                            "      <td>#1</td>\n",
                            "      <td>0.017745050700144857</td>\n",
                            "      <td>1.814729</td>\n",
                            "      <td>52</td>\n",
                            "      <td>0.017745050700144857</td>\n",
                            "      <td>52</td>\n",
                            "      <td>Group Chance: 1.77451% | Unique Routes: 1 | Tr...</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>1</th>\n",
                            "      <td>#2</td>\n",
                            "      <td>0.017745050700144857</td>\n",
                            "      <td>1.814729</td>\n",
                            "      <td>52</td>\n",
                            "      <td>0.017745050700144857</td>\n",
                            "      <td>52</td>\n",
                            "      <td>Group Chance: 1.77451% | Unique Routes: 1 | Tr...</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>2</th>\n",
                            "      <td>#3</td>\n",
                            "      <td>0.011589403973509934</td>\n",
                            "      <td>0.125886</td>\n",
                            "      <td>79</td>\n",
                            "      <td>0.011589403973509934</td>\n",
                            "      <td>79</td>\n",
                            "      <td>Group Chance: 1.15894% | Unique Routes: 1 | Tr...</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "  Route                Chance  Cost per 1 (DIV)  Tries needed for 60 %  \\\n",
                            "0    #1  0.017745050700144857          1.814729                     52   \n",
                            "1    #2  0.017745050700144857          1.814729                     52   \n",
                            "2    #3  0.011589403973509934          0.125886                     79   \n",
                            "\n",
                            "           Group Chance  Group Tries Needed  \\\n",
                            "0  0.017745050700144857                  52   \n",
                            "1  0.017745050700144857                  52   \n",
                            "2  0.011589403973509934                  79   \n",
                            "\n",
                            "                                        Pretty Print  \n",
                            "0  Group Chance: 1.77451% | Unique Routes: 1 | Tr...  \n",
                            "1  Group Chance: 1.77451% | Unique Routes: 1 | Tr...  \n",
                            "2  Group Chance: 1.15894% | Unique Routes: 1 | Tr...  "
                        ]
                    },
                    "execution_count": 9,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "df_chance.head(3)"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 10,
            "id": "8b55214e",
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": [
                        "--- Route 1: #1 ---\n",
                        "Group Chance: 1.77451% | Unique Routes: 1 | Tries needed for 60%: 52 | Cost per Craft: 3,165 EX | Cost for 60%: 164,575 EX\n",
                        "1. Greater Essence of Haste [ROUGH (!) avg. chance: 100.00000%]\n",
                        "2. Omen of the Sovereign + Omen of Abyssal Echoes + Preserved Jawbone [ROUGH (!) avg. chance: 43.75000%]\n",
                        "3. Perfect Exalted Orb + Omen of Sinistral Exaltation [ROUGH (!) avg. chance: 4.05601%]\n",
                        "\n",
                        "Start Item: BaseItemId(20) (Rarity: Magic)\n",
                        "Exact Chance: 1.77451% | Tries needed for 60%: 52 | Cost per Craft: 3,165 EX | Cost for 60%: 164,575 EX\n",
                        "0. Starting with ...\n",
                        "0.\t[Tier 2+, ilvl 76, Prefix] '+# to Accuracy Rating'\n",
                        "1. Apply Greater Essence of Haste\n",
                        "1.\t+ [1 (~100.000%), Tier 1=, ilvl 60, Suffix, Ess.] '#% increased Attack Speed'\n",
                        "1. \t! Rarity Magic -> Rare\n",
                        "2. Apply Omen of the Sovereign + Omen of Abyssal Echoes + Preserved Jawbone\n",
                        "2.\t+ [7/16 (~43.750%), Tier 1+, ilvl 65, Prefix, Des.] 'Attacks with this Weapon Penetrate #% Lightning Resistance'\n",
                        "3. Apply Perfect Exalted Orb + Omen of Sinistral Exaltation\n",
                        "3.\t+ [84/2071 (~4.056%), Tier 2+, ilvl 75, Prefix] 'Adds # to # Lightning Damage'\n",
                        "\n",
                        "--- Route 2: #2 ---\n",
                        "Group Chance: 1.77451% | Unique Routes: 1 | Tries needed for 60%: 52 | Cost per Craft: 3,165 EX | Cost for 60%: 164,575 EX\n",
                        "1. Greater Essence of Haste [ROUGH (!) avg. chance: 100.00000%]\n",
                        "2. Perfect Exalted Orb + Omen of Sinistral Exaltation [ROUGH (!) avg. chance: 4.05601%]\n",
                        "3. Omen of the Sovereign + Omen of Abyssal Echoes + Preserved Jawbone [ROUGH (!) avg. chance: 43.75000%]\n",
                        "\n",
                        "Start Item: BaseItemId(20) (Rarity: Magic)\n",
                        "Exact Chance: 1.77451% | Tries needed for 60%: 52 | Cost per Craft: 3,165 EX | Cost for 60%: 164,575 EX\n",
                        "0. Starting with ...\n",
                        "0.\t[Tier 2+, ilvl 76, Prefix] '+# to Accuracy Rating'\n",
                        "1. Apply Greater Essence of Haste\n",
                        "1.\t+ [1 (~100.000%), Tier 1=, ilvl 60, Suffix, Ess.] '#% increased Attack Speed'\n",
                        "1. \t! Rarity Magic -> Rare\n",
                        "2. Apply Perfect Exalted Orb + Omen of Sinistral Exaltation\n",
                        "2.\t+ [84/2071 (~4.056%), Tier 2+, ilvl 75, Prefix] 'Adds # to # Lightning Damage'\n",
                        "3. Apply Omen of the Sovereign + Omen of Abyssal Echoes + Preserved Jawbone\n",
                        "3.\t+ [7/16 (~43.750%), Tier 1+, ilvl 65, Prefix, Des.] 'Attacks with this Weapon Penetrate #% Lightning Resistance'\n",
                        "\n",
                        "--- Route 3: #3 ---\n",
                        "Group Chance: 1.15894% | Unique Routes: 1 | Tries needed for 60%: 79 | Cost per Craft: 220 EX | Cost for 60%: 17,345 EX\n",
                        "1. Greater Essence of Haste [ROUGH (!) avg. chance: 100.00000%]\n",
                        "2. Omen of the Sovereign + Omen of Abyssal Echoes + Preserved Jawbone [ROUGH (!) avg. chance: 43.75000%]\n",
                        "3. Greater Exalted Orb + Omen of Sinistral Exaltation [ROUGH (!) avg. chance: 2.64901%]\n",
                        "\n",
                        "Start Item: BaseItemId(20) (Rarity: Magic)\n",
                        "Exact Chance: 1.15894% | Tries needed for 60%: 79 | Cost per Craft: 220 EX | Cost for 60%: 17,345 EX\n",
                        "0. Starting with ...\n",
                        "0.\t[Tier 2+, ilvl 76, Prefix] '+# to Accuracy Rating'\n",
                        "1. Apply Greater Essence of Haste\n",
                        "1.\t+ [1 (~100.000%), Tier 1=, ilvl 60, Suffix, Ess.] '#% increased Attack Speed'\n",
                        "1. \t! Rarity Magic -> Rare\n",
                        "2. Apply Omen of the Sovereign + Omen of Abyssal Echoes + Preserved Jawbone\n",
                        "2.\t+ [7/16 (~43.750%), Tier 1+, ilvl 65, Prefix, Des.] 'Attacks with this Weapon Penetrate #% Lightning Resistance'\n",
                        "3. Apply Greater Exalted Orb + Omen of Sinistral Exaltation\n",
                        "3.\t+ [4/151 (~2.649%), Tier 2+, ilvl 75, Prefix] 'Adds # to # Lightning Damage'\n",
                        "\n"
                    ]
                }
            ],
            "source": [
                "for i, (_, row) in enumerate(df_chance.head(3).iterrows(), start=1):\n",
                "    print(f\"--- Route {i}: {row['Route']} ---\")\n",
                "    print(row['Pretty Print'])"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "aaee13eb",
            "metadata": {},
            "source": [
                "### 10. Console Display Top Routes by Efficiency"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 11,
            "id": "b837ae05",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": [
                            "<div>\n",
                            "<style scoped>\n",
                            "    .dataframe tbody tr th:only-of-type {\n",
                            "        vertical-align: middle;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe tbody tr th {\n",
                            "        vertical-align: top;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe thead th {\n",
                            "        text-align: right;\n",
                            "    }\n",
                            "</style>\n",
                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: right;\">\n",
                            "      <th></th>\n",
                            "      <th>Route</th>\n",
                            "      <th>Chance</th>\n",
                            "      <th>Cost per 1 (DIV)</th>\n",
                            "      <th>Tries needed for 60 %</th>\n",
                            "      <th>Group Chance</th>\n",
                            "      <th>Group Tries Needed</th>\n",
                            "      <th>Pretty Print</th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>0</th>\n",
                            "      <td>#1</td>\n",
                            "      <td>0.0026362038664323375</td>\n",
                            "      <td>0.011356</td>\n",
                            "      <td>348</td>\n",
                            "      <td>0.0026362038664323375</td>\n",
                            "      <td>348</td>\n",
                            "      <td>Group Chance: 0.26362% | Unique Routes: 1 | Tr...</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>1</th>\n",
                            "      <td>#2</td>\n",
                            "      <td>0.0026362038664323375</td>\n",
                            "      <td>0.011356</td>\n",
                            "      <td>348</td>\n",
                            "      <td>0.0026362038664323375</td>\n",
                            "      <td>348</td>\n",
                            "      <td>Group Chance: 0.26362% | Unique Routes: 1 | Tr...</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>2</th>\n",
                            "      <td>#3</td>\n",
                            "      <td>0.006622516556291391</td>\n",
                            "      <td>0.051976</td>\n",
                            "      <td>138</td>\n",
                            "      <td>0.006622516556291391</td>\n",
                            "      <td>138</td>\n",
                            "      <td>Group Chance: 0.66225% | Unique Routes: 1 | Tr...</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "  Route                 Chance  Cost per 1 (DIV)  Tries needed for 60 %  \\\n",
                            "0    #1  0.0026362038664323375          0.011356                    348   \n",
                            "1    #2  0.0026362038664323375          0.011356                    348   \n",
                            "2    #3   0.006622516556291391          0.051976                    138   \n",
                            "\n",
                            "            Group Chance  Group Tries Needed  \\\n",
                            "0  0.0026362038664323375                 348   \n",
                            "1  0.0026362038664323375                 348   \n",
                            "2   0.006622516556291391                 138   \n",
                            "\n",
                            "                                        Pretty Print  \n",
                            "0  Group Chance: 0.26362% | Unique Routes: 1 | Tr...  \n",
                            "1  Group Chance: 0.26362% | Unique Routes: 1 | Tr...  \n",
                            "2  Group Chance: 0.66225% | Unique Routes: 1 | Tr...  "
                        ]
                    },
                    "execution_count": 11,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "df_efficiency.head(3)"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 12,
            "id": "ca8b9066",
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": [
                        "--- Route 1: #1 ---\n",
                        "Group Chance: 0.26362% | Unique Routes: 1 | Tries needed for 60%: 348 | Cost per Craft: 20 EX | Cost for 60%: 6,893 EX\n",
                        "1. Greater Essence of Haste [ROUGH (!) avg. chance: 100.00000%]\n",
                        "2. Greater Exalted Orb [ROUGH (!) avg. chance: 1.05448%]\n",
                        "3. Omen of the Sovereign + Preserved Jawbone [ROUGH (!) avg. chance: 25.00000%]\n",
                        "\n",
                        "Start Item: BaseItemId(20) (Rarity: Magic)\n",
                        "Exact Chance: 0.26362% | Tries needed for 60%: 348 | Cost per Craft: 20 EX | Cost for 60%: 6,893 EX\n",
                        "0. Starting with ...\n",
                        "0.\t[Tier 2+, ilvl 76, Prefix] '+# to Accuracy Rating'\n",
                        "1. Apply Greater Essence of Haste\n",
                        "1.\t+ [1 (~100.000%), Tier 1=, ilvl 60, Suffix, Ess.] '#% increased Attack Speed'\n",
                        "1. \t! Rarity Magic -> Rare\n",
                        "2. Apply Greater Exalted Orb\n",
                        "2.\t+ [6/569 (~1.054%), Tier 2+, ilvl 75, Prefix] 'Adds # to # Lightning Damage'\n",
                        "3. Apply Omen of the Sovereign + Preserved Jawbone\n",
                        "3.\t+ [1/4 (~25.000%), Tier 1+, ilvl 65, Prefix, Des.] 'Attacks with this Weapon Penetrate #% Lightning Resistance'\n",
                        "\n",
                        "--- Route 2: #2 ---\n",
                        "Group Chance: 0.26362% | Unique Routes: 1 | Tries needed for 60%: 348 | Cost per Craft: 20 EX | Cost for 60%: 6,893 EX\n",
                        "1. Greater Essence of Haste [ROUGH (!) avg. chance: 100.00000%]\n",
                        "2. Omen of the Sovereign + Preserved Jawbone [ROUGH (!) avg. chance: 25.00000%]\n",
                        "3. Greater Exalted Orb [ROUGH (!) avg. chance: 1.05448%]\n",
                        "\n",
                        "Start Item: BaseItemId(20) (Rarity: Magic)\n",
                        "Exact Chance: 0.26362% | Tries needed for 60%: 348 | Cost per Craft: 20 EX | Cost for 60%: 6,893 EX\n",
                        "0. Starting with ...\n",
                        "0.\t[Tier 2+, ilvl 76, Prefix] '+# to Accuracy Rating'\n",
                        "1. Apply Greater Essence of Haste\n",
                        "1.\t+ [1 (~100.000%), Tier 1=, ilvl 60, Suffix, Ess.] '#% increased Attack Speed'\n",
                        "1. \t! Rarity Magic -> Rare\n",
                        "2. Apply Omen of the Sovereign + Preserved Jawbone\n",
                        "2.\t+ [1/4 (~25.000%), Tier 1+, ilvl 65, Prefix, Des.] 'Attacks with this Weapon Penetrate #% Lightning Resistance'\n",
                        "3. Apply Greater Exalted Orb\n",
                        "3.\t+ [6/569 (~1.054%), Tier 2+, ilvl 75, Prefix] 'Adds # to # Lightning Damage'\n",
                        "\n",
                        "--- Route 3: #3 ---\n",
                        "Group Chance: 0.66225% | Unique Routes: 1 | Tries needed for 60%: 138 | Cost per Craft: 91 EX | Cost for 60%: 12,510 EX\n",
                        "1. Greater Essence of Haste [ROUGH (!) avg. chance: 100.00000%]\n",
                        "2. Greater Exalted Orb + Omen of Sinistral Exaltation [ROUGH (!) avg. chance: 2.64901%]\n",
                        "3. Omen of the Sovereign + Preserved Jawbone [ROUGH (!) avg. chance: 25.00000%]\n",
                        "\n",
                        "Start Item: BaseItemId(20) (Rarity: Magic)\n",
                        "Exact Chance: 0.66225% | Tries needed for 60%: 138 | Cost per Craft: 91 EX | Cost for 60%: 12,510 EX\n",
                        "0. Starting with ...\n",
                        "0.\t[Tier 2+, ilvl 76, Prefix] '+# to Accuracy Rating'\n",
                        "1. Apply Greater Essence of Haste\n",
                        "1.\t+ [1 (~100.000%), Tier 1=, ilvl 60, Suffix, Ess.] '#% increased Attack Speed'\n",
                        "1. \t! Rarity Magic -> Rare\n",
                        "2. Apply Greater Exalted Orb + Omen of Sinistral Exaltation\n",
                        "2.\t+ [4/151 (~2.649%), Tier 2+, ilvl 75, Prefix] 'Adds # to # Lightning Damage'\n",
                        "3. Apply Omen of the Sovereign + Preserved Jawbone\n",
                        "3.\t+ [1/4 (~25.000%), Tier 1+, ilvl 65, Prefix, Des.] 'Attacks with this Weapon Penetrate #% Lightning Resistance'\n",
                        "\n"
                    ]
                }
            ],
            "source": [
                "for i, (_, row) in enumerate(df_efficiency.head(3).iterrows(), start=1):\n",
                "    print(f\"--- Route {i}: {row['Route']} ---\")\n",
                "    print(row['Pretty Print'])"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "2abcc748",
            "metadata": {},
            "source": [
                "### 11. Console Display Top Routes by Cost"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 13,
            "id": "eb3f3117",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": [
                            "<div>\n",
                            "<style scoped>\n",
                            "    .dataframe tbody tr th:only-of-type {\n",
                            "        vertical-align: middle;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe tbody tr th {\n",
                            "        vertical-align: top;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe thead th {\n",
                            "        text-align: right;\n",
                            "    }\n",
                            "</style>\n",
                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: right;\">\n",
                            "      <th></th>\n",
                            "      <th>Route</th>\n",
                            "      <th>Chance</th>\n",
                            "      <th>Cost per 1 (DIV)</th>\n",
                            "      <th>Tries needed for 60 %</th>\n",
                            "      <th>Group Chance</th>\n",
                            "      <th>Group Tries Needed</th>\n",
                            "      <th>Pretty Print</th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>0</th>\n",
                            "      <td>#1</td>\n",
                            "      <td>0.0011708296164139162</td>\n",
                            "      <td>0.010773</td>\n",
                            "      <td>783</td>\n",
                            "      <td>0.0011708296164139162</td>\n",
                            "      <td>783</td>\n",
                            "      <td>Group Chance: 0.11708% | Unique Routes: 1 | Tr...</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>1</th>\n",
                            "      <td>#2</td>\n",
                            "      <td>0.0011708296164139162</td>\n",
                            "      <td>0.010773</td>\n",
                            "      <td>783</td>\n",
                            "      <td>0.0011708296164139162</td>\n",
                            "      <td>783</td>\n",
                            "      <td>Group Chance: 0.11708% | Unique Routes: 1 | Tr...</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>2</th>\n",
                            "      <td>#3</td>\n",
                            "      <td>0.0026362038664323375</td>\n",
                            "      <td>0.011356</td>\n",
                            "      <td>348</td>\n",
                            "      <td>0.0026362038664323375</td>\n",
                            "      <td>348</td>\n",
                            "      <td>Group Chance: 0.26362% | Unique Routes: 1 | Tr...</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "  Route                 Chance  Cost per 1 (DIV)  Tries needed for 60 %  \\\n",
                            "0    #1  0.0011708296164139162          0.010773                    783   \n",
                            "1    #2  0.0011708296164139162          0.010773                    783   \n",
                            "2    #3  0.0026362038664323375          0.011356                    348   \n",
                            "\n",
                            "            Group Chance  Group Tries Needed  \\\n",
                            "0  0.0011708296164139162                 783   \n",
                            "1  0.0011708296164139162                 783   \n",
                            "2  0.0026362038664323375                 348   \n",
                            "\n",
                            "                                        Pretty Print  \n",
                            "0  Group Chance: 0.11708% | Unique Routes: 1 | Tr...  \n",
                            "1  Group Chance: 0.11708% | Unique Routes: 1 | Tr...  \n",
                            "2  Group Chance: 0.26362% | Unique Routes: 1 | Tr...  "
                        ]
                    },
                    "execution_count": 13,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "df_cost.head(3)"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 14,
            "id": "306fb257",
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": [
                        "--- Route 1: #1 ---\n",
                        "Group Chance: 0.11708% | Unique Routes: 1 | Tries needed for 60%: 783 | Cost per Craft: 19 EX | Cost for 60%: 14,711 EX\n",
                        "1. Greater Essence of Haste [ROUGH (!) avg. chance: 100.00000%]\n",
                        "2. Exalted Orb [ROUGH (!) avg. chance: 0.46833%]\n",
                        "3. Omen of the Sovereign + Preserved Jawbone [ROUGH (!) avg. chance: 25.00000%]\n",
                        "\n",
                        "Start Item: BaseItemId(20) (Rarity: Magic)\n",
                        "Exact Chance: 0.11708% | Tries needed for 60%: 783 | Cost per Craft: 19 EX | Cost for 60%: 14,711 EX\n",
                        "0. Starting with ...\n",
                        "0.\t[Tier 2+, ilvl 76, Prefix] '+# to Accuracy Rating'\n",
                        "1. Apply Greater Essence of Haste\n",
                        "1.\t+ [1 (~100.000%), Tier 1=, ilvl 60, Suffix, Ess.] '#% increased Attack Speed'\n",
                        "1. \t! Rarity Magic -> Rare\n",
                        "2. Apply Exalted Orb\n",
                        "2.\t+ [21/4484 (~0.468%), Tier 2+, ilvl 75, Prefix] 'Adds # to # Lightning Damage'\n",
                        "3. Apply Omen of the Sovereign + Preserved Jawbone\n",
                        "3.\t+ [1/4 (~25.000%), Tier 1+, ilvl 65, Prefix, Des.] 'Attacks with this Weapon Penetrate #% Lightning Resistance'\n",
                        "\n",
                        "--- Route 2: #2 ---\n",
                        "Group Chance: 0.11708% | Unique Routes: 1 | Tries needed for 60%: 783 | Cost per Craft: 19 EX | Cost for 60%: 14,711 EX\n",
                        "1. Greater Essence of Haste [ROUGH (!) avg. chance: 100.00000%]\n",
                        "2. Omen of the Sovereign + Preserved Jawbone [ROUGH (!) avg. chance: 25.00000%]\n",
                        "3. Exalted Orb [ROUGH (!) avg. chance: 0.46833%]\n",
                        "\n",
                        "Start Item: BaseItemId(20) (Rarity: Magic)\n",
                        "Exact Chance: 0.11708% | Tries needed for 60%: 783 | Cost per Craft: 19 EX | Cost for 60%: 14,711 EX\n",
                        "0. Starting with ...\n",
                        "0.\t[Tier 2+, ilvl 76, Prefix] '+# to Accuracy Rating'\n",
                        "1. Apply Greater Essence of Haste\n",
                        "1.\t+ [1 (~100.000%), Tier 1=, ilvl 60, Suffix, Ess.] '#% increased Attack Speed'\n",
                        "1. \t! Rarity Magic -> Rare\n",
                        "2. Apply Omen of the Sovereign + Preserved Jawbone\n",
                        "2.\t+ [1/4 (~25.000%), Tier 1+, ilvl 65, Prefix, Des.] 'Attacks with this Weapon Penetrate #% Lightning Resistance'\n",
                        "3. Apply Exalted Orb\n",
                        "3.\t+ [21/4484 (~0.468%), Tier 2+, ilvl 75, Prefix] 'Adds # to # Lightning Damage'\n",
                        "\n",
                        "--- Route 3: #3 ---\n",
                        "Group Chance: 0.26362% | Unique Routes: 1 | Tries needed for 60%: 348 | Cost per Craft: 20 EX | Cost for 60%: 6,893 EX\n",
                        "1. Greater Essence of Haste [ROUGH (!) avg. chance: 100.00000%]\n",
                        "2. Greater Exalted Orb [ROUGH (!) avg. chance: 1.05448%]\n",
                        "3. Omen of the Sovereign + Preserved Jawbone [ROUGH (!) avg. chance: 25.00000%]\n",
                        "\n",
                        "Start Item: BaseItemId(20) (Rarity: Magic)\n",
                        "Exact Chance: 0.26362% | Tries needed for 60%: 348 | Cost per Craft: 20 EX | Cost for 60%: 6,893 EX\n",
                        "0. Starting with ...\n",
                        "0.\t[Tier 2+, ilvl 76, Prefix] '+# to Accuracy Rating'\n",
                        "1. Apply Greater Essence of Haste\n",
                        "1.\t+ [1 (~100.000%), Tier 1=, ilvl 60, Suffix, Ess.] '#% increased Attack Speed'\n",
                        "1. \t! Rarity Magic -> Rare\n",
                        "2. Apply Greater Exalted Orb\n",
                        "2.\t+ [6/569 (~1.054%), Tier 2+, ilvl 75, Prefix] 'Adds # to # Lightning Damage'\n",
                        "3. Apply Omen of the Sovereign + Preserved Jawbone\n",
                        "3.\t+ [1/4 (~25.000%), Tier 1+, ilvl 65, Prefix, Des.] 'Attacks with this Weapon Penetrate #% Lightning Resistance'\n",
                        "\n"
                    ]
                }
            ],
            "source": [
                "for i, (_, row) in enumerate(df_cost.head(3).iterrows(), start=1):\n",
                "    print(f\"--- Route {i}: {row['Route']} ---\")\n",
                "    print(row['Pretty Print'])"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "0904f8db",
            "metadata": {},
            "source": [
                "## 12. Console Display Best Currency Groups"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "1d868c3f",
            "metadata": {},
            "source": [
                "Here are the best currency groups (which group unique paths based on the used currencies). The goal of this statistic is to provide a general overview, over how good the applied currencies are.\n",
                "\n",
                "F. e. multiple unique paths may lead to a desired item, but each of them does not have a 100 % chance.\n",
                "BUT together they COULD have a 100 % chance. Or a higher one in general.\n",
                "\n",
                "The calculation is very memory expensive for deep routes, but if can be achieved, is worth it (IMO)."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 15,
            "id": "7a7ff147",
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": [
                        "     Group          Group Chance  Group Tries Needed  \\\n",
                        "0  Group 1  0.017745050700144857                  52   \n",
                        "1  Group 2  0.017745050700144857                  52   \n",
                        "2  Group 3  0.011589403973509934                  79   \n",
                        "\n",
                        "                                          Currencies  \n",
                        "0  Greater Essence of Haste, Omen of Sinistral Ex...  \n",
                        "1  Greater Essence of Haste, Omen of the Sovereig...  \n",
                        "2  Greater Essence of Haste, Omen of Sinistral Ex...  \n"
                    ]
                }
            ],
            "source": [
                "df_groups = pd.DataFrame([\n",
                "    {\n",
                "        'Group': f'Group {i+1}',\n",
                "        'Group Chance': g.chance,\n",
                "        'Group Tries Needed': group_chance_instance.calculate_tries_needed_for_60_percent(g),\n",
                "        'Currencies': ', '.join(\n",
                "            [' + '.join([c.get_item_name(item_info=coe_data) for c in currency_list.list])\n",
                "             for currency_list in g.group]\n",
                "        )\n",
                "    }\n",
                "    for i, g in enumerate(groups)\n",
                "])\n",
                "\n",
                "print(df_groups.head(3))"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "00959300",
            "metadata": {},
            "source": [
                "## 13. Visualize Top Routes and Groups\n",
                "Another example of how the results can be visualized. Same as with the pandas tables ... display the info you actually want.\n",
                "Keep in mind, the naming of routes is handled by their respective position in the sorted lists. Change to your needs."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 16,
            "id": "dd7fe050",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "image/png": 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",
                        "text/plain": [
                            "<Figure size 1000x600 with 1 Axes>"
                        ]
                    },
                    "metadata": {},
                    "output_type": "display_data"
                },
                {
                    "data": {
                        "image/png": 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",
                        "text/plain": [
                            "<Figure size 1000x600 with 1 Axes>"
                        ]
                    },
                    "metadata": {},
                    "output_type": "display_data"
                },
                {
                    "data": {
                        "image/png": 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",
                        "text/plain": [
                            "<Figure size 1000x600 with 1 Axes>"
                        ]
                    },
                    "metadata": {},
                    "output_type": "display_data"
                },
                {
                    "name": "stderr",
                    "output_type": "stream",
                    "text": [
                        "/tmp/ipykernel_4276/2485579578.py:42: UserWarning: Tight layout not applied. The bottom and top margins cannot be made large enough to accommodate all Axes decorations.\n",
                        "  plt.tight_layout()\n"
                    ]
                },
                {
                    "data": {
                        "image/png": 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",
                        "text/plain": [
                            "<Figure size 1000x600 with 1 Axes>"
                        ]
                    },
                    "metadata": {},
                    "output_type": "display_data"
                }
            ],
            "source": [
                "import matplotlib.pyplot as plt\n",
                "\n",
                "# 14a. Top Routes by Chance\n",
                "plt.figure(figsize=(10, 6))\n",
                "plt.bar(df_chance['Route'], df_chance['Chance'].apply(\n",
                "    lambda x: x.get_raw_value() if x else 0), color='skyblue')\n",
                "plt.xticks(rotation=45, ha='right')\n",
                "plt.ylabel('Chance')\n",
                "plt.title('Top Routes by Chance')\n",
                "plt.tight_layout()\n",
                "plt.show()\n",
                "\n",
                "# 14b. Top Routes by Cost per 1 (DIV)\n",
                "plt.figure(figsize=(10, 6))\n",
                "plt.bar(df_cost['Route'], df_cost['Cost per 1 (DIV)'].apply(\n",
                "    lambda x: x if x else 0), color='salmon')\n",
                "plt.xticks(rotation=45, ha='right')\n",
                "plt.ylabel('Cost per 1 (Divines)')\n",
                "plt.title('Top Routes by Cost per 1 (DIV)')\n",
                "plt.tight_layout()\n",
                "plt.show()\n",
                "\n",
                "# 14c. Top Routes by Cost per 1 * by tries needed for 60 percent (DIV)\n",
                "heights = df_efficiency['Cost per 1 (DIV)'] * \\\n",
                "    df_efficiency['Tries needed for 60 %'].apply(lambda x: x if x else 0)\n",
                "\n",
                "plt.figure(figsize=(10, 6))\n",
                "plt.bar(df_efficiency['Route'], heights, color='salmon')\n",
                "plt.xticks(rotation=45, ha='right')\n",
                "plt.ylabel('Cost per 1 (Divines)')\n",
                "plt.title('Top Routes by Cost per 1 * Tries needed for 60 %')\n",
                "plt.tight_layout()\n",
                "plt.show()\n",
                "\n",
                "# 14d. Top Currency Groups by Chance\n",
                "plt.figure(figsize=(10, 6))\n",
                "plt.bar(df_groups['Currencies'], df_groups['Group Chance'].apply(\n",
                "    lambda x: x.get_raw_value() if x else 0), color='lightgreen')\n",
                "plt.xticks(rotation=45, ha='right')\n",
                "plt.ylabel('Group Chance')\n",
                "plt.title('Top Currency Groups by Chance')\n",
                "plt.tight_layout()\n",
                "plt.show()"
            ]
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