poeninja exploration notebook

notebook.ipynb

notebook.py

# %%
%load_ext autoreload
%autoreload 2
import requests

# %%
MAIN_ENDPOINT = f"https://poe.ninja/api/data/0/getbuildoverview"

PARAMS = {"overview": "archnemesis", "type": "exp", "language": "en"}

def try_get_builds(url, params):
    r = requests.get(url=url, params=params)
    try:
        return r.json()
    except:
        return {}

data = try_get_builds(MAIN_ENDPOINT, PARAMS)

# %%
def get_user_ascendancy(user_idx: int, api_data: dict):
    asc_idx = api_data["classes"][user_idx]
    return api_data["classNames"][asc_idx]

# %%
def summarize_player(idx, data):
    classes = data['classes']
    names = data['names']
    name = names[idx]
    person_class = classes[idx]
    class_name = get_user_ascendancy(idx, data)
    return (name, person_class, class_name)

# %%
def get_skill_enjoyers(skills, data):
    enjoyers = []
    for skill_id, skill_map in data['activeSkillUse'].items():
        if int(skill_id) in skills:
            enjoyers = [data['names'][x] for x in skill_map]
    return enjoyers

# %%
solya_si = 9391  # case study randomly chosen necro. they are using (phantasmal) cremation as their main skill
print(summarize_player(solya_si, data))
cremation = 115  # conductivity in allSkills vs cremation in activeSkills, 69 in skill details
phant_cremation = 412  # divergent multistrike in allSkills vs phantasmal_cremation in activeSkills
crema_enjoyers = get_skill_enjoyers([cremation, phant_cremation], data)
print(crema_enjoyers[:10]) # a lot of duplicated names and mostly aurabot/aurastacker names e.g. mostly Ascendants, notably Solya_Si is NOT in here

# %%
aurastack_cafu = 345  # case 2, they are 2nd in the list of people using active skill 115, note that this person is ACTUALLY using spark
spark = 9  # 9 is spark in activeSkills but phant flame wall in allSkills
anom_spark = 10  # 10 is anom spark in activeSkills but cwdt in allSkills
print(summarize_player(aurastack_cafu, data))
spark_enjoyers = get_skill_enjoyers([spark, anom_spark], data)
print(data['names'][aurastack_cafu] in spark_enjoyers)  # hmmmmmm thats weird they arent in the list?

# %%
maximus_mazorkis = 1  # this person is interesting because they seemingly show up EVERYWHERE multiple times, while not having an active skill (aurabot)
print(summarize_player(maximus_mazorkis, data))
print(data['names'][maximus_mazorkis] in spark_enjoyers)   # hmmmmmm
print(data['names'][maximus_mazorkis] in crema_enjoyers)   # HMMMMMMMMMMMMMMMMM, interesting... this suggests that activeSkillUse is not doing what we think

# %%
# i suspect skillDetails is the actual skill data despite how things are labeled in the json
def get_player_details(idx, data):
    for i, skill in enumerate(data['skillDetails']):
        for person, l in skill['dps'].items():
            if (p:=int(person)) == idx:
                return (summarize_player(p, data), f"skill={skill['name']}", f"dps={l[0]}")

# %%
print(get_player_details(solya_si, data))
print(get_player_details(aurastack_cafu, data))
print(get_player_details(maximus_mazorkis, data))  # finally

# %%
print(summarize_player(588, data))
print(summarize_player(588+345, data))
print(summarize_player(588+345+7377, data))

# %%
def find_characters_by_skill(skill_idx: int, data: dict):
    pointer = data['activeSkillUse'][str(skill_idx)][0]
    for i in data['activeSkillUse'][str(skill_idx)][1:]:
        yield pointer
        pointer += i

def get_first_n_by_skill(n: int, skill_idx: int, data: dict):
    return [x for x, _ in zip(find_characters_by_skill(skill_idx, data), range(n))]
        

# %%
for c in get_first_n_by_skill(10, cremation, data):
    print(f"Player: {data['names'][c]}[idx = {c}, asc = {get_user_ascendancy(c, data)}] playing {data['activeSkills'][cremation]['name']}")

# %%