aoe2-data/jupyter-data/AoE-data.ipynb

In [16]:

import requests
import json

In [4]:

nac4_finals_draft_id='FMHZx'

In [22]:

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

In [20]:

# draft_dict['events']

In [23]:

marcel_vs_canuck= 'lipeX'

In [25]:

marcel_vs_canuck_json = download_draft_json(marcel_vs_canuck)

In [44]:

# marcel_vs_canuck_json

In [29]:

import pandas as pd

In [36]:

draft_events = marcel_vs_canuck_json['events']

In [41]:

draft_events_df = pd.DataFrame.from_dict(draft_events)

In [45]:

draft_picks = draft_events_df[draft_events_df['actionType'] == 'pick']

In [46]:

draft_picks

Out [46]:

	player	executingPlayer	actionType	chosenOptionId	isRandomlyChosen	offset
2	HOST	HOST	pick	Koala	False	13973
3	GUEST	GUEST	pick	Nordinseln	False	26925
8	HOST	HOST	pick	Vier Seen	False	54947

In [ ]:

# the last pick is the neutral map
def mark_neutral_map(draft_picks):
    draft_picks.
    draft_picks['neutral_map'] = 

In [49]:

draft_picks.tail(1)

Out [49]:

	player	executingPlayer	actionType	chosenOptionId	isRandomlyChosen	offset
8	HOST	HOST	pick	Vier Seen	False	54947