import gc
import pickle
import zlib
import numpy
import pandas
from pandas._libs.tslib import Timestamp
from hwgen.common import init_objects, get_user_data, get_all_assignments, get_student_list, make_gb_question_map
cats, cat_lookup, all_qids, _, _, levels, cat_ixs, cat_page_lookup, lev_page_lookup, all_page_ids = init_objects(-1)
reverse_qid_dict = {}
for ix,q in enumerate(all_qids):
reverse_qid_dict[q]=ix
from hwgen.profiler import get_attempts_from_db, get_age_df
profile_cache="../../../isaac_data_files/gengen_cache/"
base = "../../../isaac_data_files/"
prof_fname = base+"gengen_profiles.pkl"
dob_cache = base+"dob_cache.pkl"
LOAD_FROM_PROF_CACHE = True
SAVE_TO_PROF_CACHE = True
def ass_extract(ass):
id = ass[1]["id"]
ts = ass[1]['creation_date']
gb_id = ass[1]["gameboard_id"]
import datetime
import pickle
from math import nan
import numpy
import pandas as pd
from pandas._libs.tslib import NaTType
from hwgen.common import extract_runs_w_timestamp_df2, n_components, n_concepts, init_objects, make_db_call
profile_cache = "../../../isaac_data_files/profile_cache/"
LOAD_FROM_CACHE = False
SAVE_TO_CACHE = True
cats, cat_lookup, all_qids, users, diffs, levels, cat_ixs, cat_page_lookup, level_page_lookup, all_page_ids = init_objects(
-1)
def profile_student(psi,
age,
ts,
cats,
cat_lookup,
cat_ixs,
levels,
concepts_all,
df,
cache,
attempts_df=None):
pf = profile_student_enc(psi, age, ts, cats, cat_lookup, cat_ixs, levels,
concepts_all, df, cache, attempts_df)