update

jupyter/src/AoE-data.ipynb

@@ -0,0 +1,140 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "53445797-52c4-4443-8095-889cf1c24298",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "%load_ext autoreload\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "4de950c8-cabe-4874-aa78-548342993b05",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "%autoreload 1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "a121cdfe-114a-4aae-b107-df891338dfcc",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import drafts"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "a05a0d5e-012e-46b8-a52c-7f8a3a412e62",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "nac4_finals_draft_id='FMHZx'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "4f068845-8292-4b38-bd2b-0d89a2eea434",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "marcel_vs_canuck= 'lipeX'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "8a375968-3d08-46e2-b7be-45a926de40f1",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "marcel_vs_canuck_json = drafts.download_draft_json(marcel_vs_canuck)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "fa4e0d16-e397-4ff5-8a70-87e6e6cacba9",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "draft_picks=drafts.get_picked_maps(marcel_vs_canuck_json)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "a668fe2a-9006-4987-86bc-2179ebdfd0a2",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'Vier Seen'"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "drafts.neutral_map_as_string(draft_picks)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7b337190-7887-40b7-9d10-b8039f5f2dfd",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

jupyter/src/drafts.py

@@ -0,0 +1,27 @@
+import requests
+import json
+import pandas as pd
+
+def download_draft_json(draft_id):
+    url = "https://aoe2cm.net/api/draft/{}".format(draft_id)
+
+    payload={}
+    headers = {}
+
+    response = requests.request("GET", url, headers=headers, data=payload)
+
+    # print(response.text)
+    draft_json_string = response.text
+    draft_dict = json.loads(draft_json_string)
+    return draft_dict
+
+def get_picked_maps(draft_json):
+    draft_events = draft_json['events']
+    draft_events_df = pd.DataFrame.from_dict(draft_events)
+    draft_picks = draft_events_df[draft_events_df['actionType'] == 'pick']
+    return draft_picks
+
+# the last pick is the neutral map
+def neutral_map_as_string(draft_picks):
+    # print(draft_picks.tail(1)['chosenOptionId'])
+    return str(draft_picks.tail(1)['chosenOptionId'][8])