Only for reference
see cwubc.ipynb for latest work
In [1]:
import os
import os.path
from os import listdir
import sys
sys.path.append("/Users/bxie/programming/ai2_summarizer/")
from ai2summarizer import elementTreeFromLines, findBlockInfo, formatLists, sortToDict, projectToJSON
import json
import zipfile
import xml.etree.ElementTree as ET
import re
from collections import Counter
import csv
import pickle
#plotting
import matplotlib.pyplot as plt
import pandas as pd
import numpy as np
import matplotlib
%matplotlib inline
matplotlib.style.use('ggplot')
pd.options.display.mpl_style = 'default'
root_directory = "/Users/bxie/Documents/ai2_users_random/"
THRESHOLD = 20 #min number of projects user must have
#regex to ignore non-project files
ignore = 'python|\.|README'
regexp=re.compile(ignore) #use: regexp.search(fname)
running...
done
In [3]:
"""
Adapted from Maja's Project Summarizer (bkyToSummary())
Gets data from blocks file
"""
def parse_blocks(bky_dir):
with open(bky_dir) as f:
bkyLines = f.readlines()
rootElt = elementTreeFromLines(bkyLines, bky_dir)
if rootElt.tag == 'MALFORMED':
return 'MALFORMED BKYFILE'
elif not rootElt.tag == 'xml':
raise RuntimeError('bkyToSummary: Root of bky file is not xml but ' + rootElt.tag)
else:
listOfBlocks = []
listOfOrphans = []
top = []
if len(rootElt) < 1:
return 'NO BLOCKS'
for child in rootElt:
if child.tag == 'block':
top.append(child.attrib['type'])
type = child.attrib['type']
component_selector = False
for grandchild in child:
if grandchild.tag == 'title' or grandchild.tag =='field':
if grandchild.attrib['name'] == 'COMPONENT_SELECTOR':
component_selector = True
if type == 'component_event' or type == 'global_declaration' or type == 'procedures_defnoreturn' or type == 'procedures_defreturn' or type == 'procedures_callnoreturn' or type == 'procedures_callreturn' or type[:-4] == 'lexical_variable':
listOfBlocks += findBlockInfo(child)
elif component_selector:
listOfBlocks += findBlockInfo(child)
else:
listOfOrphans += findBlockInfo(child)
if len(listOfBlocks) == 0:
blocks = 'NO ACTIVE BLOCKS'
else:
blocks = formatLists(listOfBlocks)
if len(listOfOrphans) == 0:
orphans = 'NO ORPHAN BLOCKS'
else:
orphans = formatLists(listOfOrphans)
return {'*Top Level Blocks': sortToDict(top), 'Active Blocks': blocks, 'Orphan Blocks': orphans}
In [7]:
"""
Navigate directory to get blocks data for projects
"""
# return dictionary of (user ids, num projects)
# for users w/ at least min_num_projects
def get_users(min_num_projects):
#regex to ignore non-project files
ignore = 'python|\.|README'
regexp=re.compile(ignore) #use: regexp.search(fname)
new_fnames = filter(lambda x: regexp.search(x) is None, listdir(root_directory))
super_users = {}
for fname in new_fnames:
num_projects = len(get_all_projects(fname))
# num_projects = len(listdir(root_directory + str(fname)))
if num_projects > min_num_projects:
super_users[fname] = num_projects
return super_users
# Given user_id (user directory name), return list of all project ids
def get_all_projects(user_id):
unfiltered_project_names = listdir("{}{}".format(root_directory, user_id))
project_names = filter(lambda x: x.isdigit(), unfiltered_project_names)
return project_names
#given user id and project id, return project summary (as dictionary)
def get_summary(user_id, project_id):
pass
# Given project_id (user directory name), return lists of all active blocks, orphaned blocks
def get_blocks(user_id, project_id):
project_dir = "{}{}/{}/".format(root_directory, user_id, project_id)
all_project_files = listdir(project_dir)
block_files = filter(lambda x: ".bky" in x, all_project_files)
blocks_count = Counter({})
orphan_count = Counter({})
for fname in block_files:
proj_blocks_data = parse_blocks("{}{}".format(project_dir, fname))
#type checking here b/c parse_blocks returns string if no blocks exist (dict if blocks do)
if type(proj_blocks_data) != str:
if type(proj_blocks_data['Active Blocks']) != str:
# print 'has active'
blocks_count += Counter(proj_blocks_data['Active Blocks']['Types'])
if type(proj_blocks_data['Orphan Blocks']) != str:
# print 'has orphans'
orphan_count += Counter(proj_blocks_data['Orphan Blocks']['Types'])
return dict(blocks_count), dict(orphan_count)
# Given blocks dict, save to CSV
def save_blocks_to_csv(blocks_dict, new_fname_path):
writer = csv.writer(open("{}.csv".format(new_fname_path), 'wb'))
for key, value in blocks_dict.items():
writer.writerow([key, value])
return True
In [8]:
"""
Get "all" types of blocks
"""
# get count of all blocks by users with at least n (threshold) projects
def get_all_blocks(threshold=0):
counter_active = Counter({})
counter_orphan = Counter({})
for user_id in get_users(threshold):
for project_id in get_all_projects(user_id):
# print "{}, {}".format(user_id, project_id)
active, orphan = get_blocks(user_id, project_id)
counter_active += Counter(active)
counter_orphan += Counter(orphan)
return dict(counter_active), dict(counter_orphan)
# get list of all block types
# BXX TODO: clean up block types (improper spelling, weird types)
def get_all_block_types(active_blocks, orphan_blocks):
return list(set(active_blocks.keys() + orphan_blocks.keys()))
def load_block_types(fname):
block_types = open(fname, 'rb')
output = pickle.load(block_types)
block_types.close()
return output
def save_block_types(fname):
block_types = open(fname, 'wb')
pickle.dump(BLOCK_TYPES, block_types)
block_types.close()
In [9]:
"""
Create matrix for trajectories
"""
# order of this is important
block_types_fname = 'block_types.pkl'
BLOCK_TYPES = load_block_types(block_types_fname)
# BLOCK_TYPES = get_all_block_types(all_users_blocks[0], all_users_blocks[1])
def get_all_trajectories(threshold=THRESHOLD):
user_ids = get_users(threshold)
user_traj_vectors = [] #list of user trajectory vectors
for uid in user_ids:
V_u = get_trajectory(uid)
user_traj_vectors.append(V_u)
return np.vstack(user_traj_vectors)
# given a user_id, return trajectory as vector of # of blocks used at each project
# BXX TODO: Add weighting
def get_trajectory(user_id, threshold=THRESHOLD):
P_u = get_freq_matrix(user_id, threshold)
# print P_u[:, BLOCK_TYPES.index('color_make_color')]
P_c = np.cumsum(P_u, axis = 0)
# print P_c[:, BLOCK_TYPES.index('color_make_color')]
P_b = P_c>0
# print P_b[:, BLOCK_TYPES.index('color_make_color')]
V_u = np.sum(P_b, axis=1)
return V_u
# given user_id, return matrix of frequency of blocks of each project
# output: n x d matrix where n=# of projects (THRESHOLD), d = # of block types
def get_freq_matrix(user_id, threshold=THRESHOLD):
# print "{}".format(user_id)
output = np.zeros((threshold, len(BLOCK_TYPES)))
project_ids = get_all_projects(user_id)[:threshold] # getting first n projects from user
for i in range(threshold):
pid = project_ids[i]
blocks = get_blocks(user_id, pid)[0]
# print blocks
for blk, count in blocks.items():
output[i, BLOCK_TYPES.index(blk)] = count
return output
In [10]:
T_all = get_all_trajectories(20)
T_all.shape
T_all_mean = T_all.mean(0)
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-10-be867088fe19> in <module>()
----> 1 T_all = get_all_trajectories(20)
2 T_all.shape
3
4 T_all_mean = T_all.mean(0)
<ipython-input-9-6df9f8879a99> in get_all_trajectories(threshold)
13 user_traj_vectors = [] #list of user trajectory vectors
14 for uid in user_ids:
---> 15 V_u = get_trajectory(uid)
16 user_traj_vectors.append(V_u)
17 return np.vstack(user_traj_vectors)
<ipython-input-9-6df9f8879a99> in get_trajectory(user_id, threshold)
20 # BXX TODO: Add weighting
21 def get_trajectory(user_id, threshold=THRESHOLD):
---> 22 P_u = get_freq_matrix(user_id, threshold)
23 # print P_u[:, BLOCK_TYPES.index('color_make_color')]
24 P_c = np.cumsum(P_u, axis = 0)
<ipython-input-9-6df9f8879a99> in get_freq_matrix(user_id, threshold)
37 for i in range(threshold):
38 pid = project_ids[i]
---> 39 blocks = get_blocks(user_id, pid)[0]
40 # print blocks
41 for blk, count in blocks.items():
<ipython-input-7-f0768a1e8803> in get_blocks(user_id, project_id)
40 orphan_count = Counter({})
41 for fname in block_files:
---> 42 proj_blocks_data = parse_blocks("{}{}".format(project_dir, fname))
43
44 #type checking here b/c parse_blocks returns string if no blocks exist (dict if blocks do)
<ipython-input-3-9ad6f5c4e180> in parse_blocks(bky_dir)
27 component_selector = True
28 if type == 'component_event' or type == 'global_declaration' or type == 'procedures_defnoreturn' or type == 'procedures_defreturn' or type == 'procedures_callnoreturn' or type == 'procedures_callreturn' or type[:-4] == 'lexical_variable':
---> 29 listOfBlocks += findBlockInfo(child)
30 elif component_selector:
31 listOfBlocks += findBlockInfo(child)
TypeError: findBlockInfo() takes exactly 3 arguments (1 given)
In [8]:
super_users = get_users(THRESHOLD)
In [36]:
plt.figure(figsize=(12,8))
plt.plot(T_all_mean, linestyle='dotted', linewidth=5)
plt.xlabel('Project Number')
plt.ylabel('Number of Unique Blocks')
# plt.plot(T_all[50,:])
# plt.plot(T_all[68,:])
# plt.plot(T_all[120,:])
plt.plot(T_all[9,:], linewidth=5) #purple
plt.plot(T_all[20,:], linewidth=5) #red
# plt.plot(T_all[48,:])
plt.plot(T_all[51,:], linewidth=5) #green
plt.title("Cummulative Number of Blocks Used by AI User")
# for i in range(T_all.shape[0]):
# plt.plot(T_all[i,:])
Out[36]:
<matplotlib.text.Text at 0x10e8d6dd0>
In [ ]:
In [9]:
super_users_blocks = get_all_blocks(threshold=20)
print 'done, bitch'
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done, bitch
In [9]:
all_users_blocks = get_all_blocks()
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-9-68700836ef4d> in <module>()
----> 1 all_users_blocks = get_all_blocks()
<ipython-input-6-69411ce1833f> in get_all_blocks(threshold)
10 for project_id in get_all_projects(user_id):
11 # print "{}, {}".format(user_id, project_id)
---> 12 active, orphan = get_blocks(user_id, project_id)
13 counter_active += Counter(active)
14 counter_orphan += Counter(orphan)
<ipython-input-5-f0768a1e8803> in get_blocks(user_id, project_id)
40 orphan_count = Counter({})
41 for fname in block_files:
---> 42 proj_blocks_data = parse_blocks("{}{}".format(project_dir, fname))
43
44 #type checking here b/c parse_blocks returns string if no blocks exist (dict if blocks do)
<ipython-input-4-9ad6f5c4e180> in parse_blocks(bky_dir)
27 component_selector = True
28 if type == 'component_event' or type == 'global_declaration' or type == 'procedures_defnoreturn' or type == 'procedures_defreturn' or type == 'procedures_callnoreturn' or type == 'procedures_callreturn' or type[:-4] == 'lexical_variable':
---> 29 listOfBlocks += findBlockInfo(child)
30 elif component_selector:
31 listOfBlocks += findBlockInfo(child)
TypeError: findBlockInfo() takes exactly 3 arguments (1 given)
In [133]:
block_types = open('block_types.pkl', 'wb')
pickle.dump(BLOCK_TYPES, block_types)
block_types.close()
block_types = open('block_types.pkl', 'rb')
print pickle.load(block_types)
['controls_getStartValue', 'ButtonCorrect_Click', 'BiggerDot_Click', 'PAH_Click', 'compondnt_set_get', 'component_set_het', 'math_number', 'GoldSprite5_getproperty', 'Desired_Locations_Initialize', 'math_cos', 'Catch_Phrases_BeforePicking', 'LblGrossPay_setproperty', 'Time_setproperty', 'Canvas1_DrawCircle', 'componenv_set_get', 'NumerotLabel_setproperty', 'register_setproperty', 'ChB1_ManBaiSui_getproperty', 'register_getproperty', 'GoldSprite1_MoveTo', 'Noice_Vibrate', 'Button5_getproperty', 'PictoBoxDeluxe_TakePicture', 'procedures_defreturn', 'eomponent_set_get', 'Canvas1_setproperty', 'comnonent_component_block', 'ChB3_SanSui_setproperty', 'Screen1_setproperty', 'EuroPlusLabel1_setproperty', 'ButtonAdd_Click', 'local_declaration_statement', 'FusiontablesControl1_setproperty', 'Refresh_Click', 'Img6_GuLi_setproperty', 'Screen2_setproperty', 'ScoreLabel_setproperty', 'SpeechRecognizer1_AfterGettingText', 'color_pink', 'TinyWebDB1_GetValue', 'Player1_Vibrate', 'result_setproperty', 'component_set_iet', 'componenu_set_get', 'component_component_block', 'TinyWebDB1_StoreValue', 'Notifier1_AfterTextInput', 'ChB2_ZhouSui_getproperty', 'ChB2_ZhouSui_setproperty', 'Guac_getproperty', 'Point1_PointInDirection', 'Catch_Phrases_AfterPicking', 'text_split_at_spaces', 'logic_false', 'ccmoonent_set_get', 'compfivent_set_get', 'Clock1_Now', 'componant_set_get', 'username_setproperty', 'math_random_set_seed', 'lists_remove_item', 'component_set_det', 'Point2_Touched', 'Class_Names_setproperty', 'EuroPlusNroLabel_setproperty', 'logic_or', 'color_yellow', 'GoldSprite3_setproperty', 'event_Click', 'Point4_Touched', 'math_division', 'MyCanvas_getproperty', 'Point2_setproperty', 'clear_Click', 'lists_position_in', 'componfnt_set_get', 'compninent_set_get', 'BallBwrUsaButton_setproperty', 'math_divide', 'controls_choose', 'ChB5_WuSui_setproperty', 'ButtonGo_Click', 'Score_setproperty', 'ExtraPlusLabel1_setproperty', 'ClockSoundsTimer_setproperty', 'Clock1_Timer', 'Class_Names_getproperty', 'RIghtButton_Click', 'ListPickerPizza_setproperty', 'aomponent_set_get', 'MegaUsaButton_Click', 'text_starts_at', 'DrawingCanvas_Touched', 'TexteBoxUserName_setproperty', 'LeftButton_Click', 'NxtDrive1_MoveBackwardIndefinitely', 'Class_Names_BeforePicking', 'for_lexical_variable_get', 'logout_Click', 'controls_getPlainStartText', 'Right_Click', 'Web1_GotText', 'BluetoothClient1_Disconnect', 'ChB7_ChuEr_Changed', 'PPEC_Click', 'math_abs', 'lists_copy', 'green_Slider1_PositionChanged', 'componenh_set_get', 'NxtDrive1_TurnClockwiseIndefinitely', 'Canvas1_component', 'Notifier1_ShowAlert', 'addParrotButton_Click', 'ButtonNext_Click', 'ChB5_WuSui_getproperty', 'ClockSoundsTimer_Timer', 'password2_getproperty', 'LabelGameOver_setproperty', 'ChB2_ZhouSui_Changed', 'LabelTails_setproperty', 'cpmoopent_set_get', 'componenx_set_get', 'mahcanvas_getproperty', 'ChB1_ManBaiSui_Changed', 'cooponent_set_get', 'logic_compare', 'PPN1_Click', 'text_trim', 'list1_setproperty', 'Class_Names_AfterPicking', 'color_light_gray', 'controls_closeScreen', 'BwrUsaButton_Click', 'CheckBox1_getproperty', 'TaDaSound_Play', 'PirateSprite_CollidedWith', 'math_random_int', 'GoldSprite5_setproperty', 'LabelScore_setproperty', 'math_convert_angles', 'ButtonReset_Click', 'cokmponent_set_get', 'ButtonPlay_Click', 'lists_append_list', 'Point3_Touched', 'TextBoxMeaning_getproperty', 'Point3_setproperty', 'blue_Slider1_PositionChanged', 'GoldSprite2_getproperty', 'controls_closeScreenWithPlainText', 'ButtonRecord_Click', 'math_format_as_decimal', 'Web1_setproperty', 'list3_setproperty', 'text_contains', 'comkonent_component_block', 'GoldSprite4_getproperty', 'PirateSprite_Bounce', 'text_compare', 'ImageSprite1_getproperty', 'color_magenta', 'color_black', 'event_setproperty', 'lists_select_item', 'Point1_setproperty', 'text_replace_all', 'Canvas1_TouchDown', 'math_round', 'math_subtract', 'color_green', 'logic_operation', 'cosponent_set_get', 'lists_add_items', 'controls_do_then_return', 'GoldSprite3_getproperty', 'component_set_get', 'Screen4_setproperty', 'lists_to_csv_table', 'Clock1_Year', 'ButtonCorrect_setproperty', 'Label2_getproperty', 'obsufcated_text', 'Ball1_Bounce', 'ChB8_ChuSan_setproperty', 'Catch_Phrases_getproperty', 'EDD_Click', 'GameSelectLabel_setproperty', 'UncreativeButton_Click', 'controls_eval_but_ignore', 'BallMegaUsaButton_setproperty', 'Screen1_Initialize', 'timer_Timer', 'lists_is_list', 'controls_while', 'TextBoxMeaning_setproperty', 'Clock1_FormatDate', 'componens_set_get', 'lists_insert_item', 'Ball6from49Button_setproperty', 'EuroButton_setproperty', 'Canvas1_Flung', 'global_declaration', 'ButtonBack_Click', 'server_getproperty', 'lists_is_in', 'ChB4_SiSui_getproperty', 'LabelDisplay_setproperty', 'register_Click', 'component_component_bmock', 'Point1_MoveTo', 'BluetoothClient1_Connect', 'SmallerDot_Click', 'VikingButton_Click', 'logic_boolean', 'TinyWebDB1_GotValue', 'ForwardButton_Click', 'LblTax_getproperty', 'HorizontalArrangement2_setproperty', 'TexteBoxUserName_getproperty', 'Image1_setproperty', 'DrawingCanvas_Dragged', 'crmoonent_set_get', 'ButtonStart_Click', 'Button1_Click', 'scoreLabel_setproperty', 'math_tan', 'color_cyan', 'cocm3ponent_set_get', 'Point1_Touched', 'fomponent_set_get', 'Notifier2_AfterTextInput', 'RedButton_Click', 'Type_Support_StoreValue', 'Clock1_Minute', 'compthirteennt_set_get', 'Button1_setproperty', 'ButtonBlue_Click', 'LabelItemEntered1_getproperty', 'Clock1_DayOfMonth', 'Point1_EdgeReached', 'VerticalArrangement1_setproperty', 'math_compare', 'DrawingCanvas_DrawCircle', 'list9_setproperty', 'CheckBox1_Changed', 'PirateSprite_setproperty', 'ButtonCheckYear_Click', 'component_set_fet', 'color_red', 'SCOlabel_setproperty', 'Leaving_Click', 'setting_Click', 'Ball1_CollidedWith', 'BallFinButton_setproperty', 'LottoSWEButton_setproperty', 'NxtDrive1_Stop', 'lists_lookup_in_pairs', 'color_orange', 'NumerotLabel_getproperty', 'red_Slider1_PositionChanged', 'ChB1_ManBaiSui_setproperty', 'Go_Button_Click', 'CSE_Click', 'FusiontablesControl1_GotResult', 'list5_setproperty', 'Screen1_BackPressed', 'DE_Click', 'AccelerometerSensor1_Shaking', 'ResetButton_Click', 'SixFrom49Button_Click', 'math_atan2', 'controls_closeScreenWithValue', 'ChB3_SanSui_Changed', 'SixFrom49Button_setproperty', 'TableArrangement1_setproperty', 'ConnectListPicker_getproperty', 'Notifier1_ShowMessageDialog', 'LabelResult_setproperty', 'Button2_Click', 'Sound2_Play', 'coppoment_set_get', 'Point2_EdgeReached', 'Ball1_setproperty', 'Lab1_Kiss_setproperty', 'TextBoxComment_setproperty', 'component_set_jet', 'WebViewer1_GoHome', 'compongnt_set_get', 'animalList_setproperty', 'text', 'Mole_getproperty', 'ChB7_ChuEr_getproperty', 'text_join', 'DMT_Click', 'oldpassword_getproperty', 'Img5_Kiss_setproperty', 'comsonent_set_get', 'WebViewer1_setproperty', 'Point3_EdgeReached', 'ConnectListPicker_BeforePicking', 'LabelItemEntered1_setproperty', 'ButtonRed_Click', 'Details_setproperty', 'new_Click', 'BallEuroButton_setproperty', 'SetGameLabel_setproperty', 'Guac_setproperty', 'Bio1_Click', 'lists_replace_item', 'LabelDisplay_getproperty', 'ListPickerDrink_getproperty', 'ButtonHypotenuse_Click', 'ConnectListPicker_setproperty', 'VikingButton_setproperty', 'ReturnToScreen_Click', 'list2_setproperty', 'component_method', 'Canvas1_Dragged', 'StopButton_Click', 'text_isEmpty', 'password_getproperty', 'PPN2_Click', 'password2_setproperty', 'text_length', 'Canvas1_Clear', 'ListPickerPizza_getproperty', 'controls_forEach', 'SettingsScreen_Initialize', 'InfoLabel_setproperty', 'Point4_EdgeReached', 'LblNetPay_setproperty', 'Ball1_Touched', 'LblNetPay_getproperty', 'ExtraPlusNroLabel_setproperty', 'Label1_setproperty', 'Label1_getproperty', 'LabelHeads_setproperty', 'Player1_Start', 'comptwont_set_get', 'DrawingCanvas_setproperty', 'TextBox1_getproperty', 'Web1_PostText', 'procedures_callnoreturn', 'local_declaration_expression', 'username_getproperty', 'Settings_Click', 'controls_openAnotherScreen', 'TextBox1_setproperty', 'Sound1_Vibrate', 'Button1_getproperty', 'Canvas1_DrawText', 'EuroPlusLabel2_setproperty', 'MOleTimer_Timer', 'ConnectListPicker_AfterPicking', 'ResetButton_setproperty', 'color_dark_gray', 'TinyDB1_GetValue', 'math_add', 'ClickLimit_setproperty', 'lexical_variable_set', 'GoldSprite1_getproperty', 'color_blue', 'GoldSprite1_setproperty', 'compfournt_set_get', 'Catch_Phrases_setproperty', 'GoldSprite4_setproperty', 'colponent_set_get', 'math_floor', 'math_random_float', 'LblTax_setproperty', 'password_setproperty', 'componbnt_set_get', 'list10_setproperty', 'ButtonDone_Click', 'ListPickerDrink_AfterPicking', 'InputA_getproperty', 'GoldSprite1_CollidingWith', 'SpeechRecognizer1_getproperty', 'ChB3_SanSui_getproperty', 'lists_to_csv_row', 'DrawingCanvas_Clear', 'list4_setproperty', 'controls_closeApplication', 'Ball1_getproperty', 'Resetbutton_Click', 'lists_from_csv_table', 'LottoFINButton_setproperty', 'Screen4_Initialize', 'component_met_get', 'Ball1_MoveTo', 'nameTextBox_getproperty', 'BluetoothClient1_getproperty', 'TinyDB1_StoreValue', 'Player1_setproperty', 'TextBoxWords_setproperty', 'Comment_setproperty', 'Comment_Click', 'compLong_Discnt_set_get', 'lefttime_setproperty', 'BallVikButton_setproperty', 'ChB6_LiuSui_Changed', 'Clock1_setproperty', 'BackwardButton_Click', 'componenw_set_get', 'component_ket_get', 'controls_openAnotherScreenWithStartValue', 'RandomButton_Click', 'logic_negate', 'Notifier1_ShowTextDialog', 'comronent_set_get', 'text_split', 'math_on_list', 'ImageSprite1_Touched', 'RClock_setproperty', 'Label2_setproperty', 'ChB6_LiuSui_getproperty', 'Ball1_EdgeReached', 'Button4_Click', 'LblHours_setproperty', 'Button3_Click', 'IT_Click', 'PirateSprite_EdgeReached', 'TextBoxInput_getproperty', 'math_power', 'Main_setproperty', 'list8_setproperty', 'Button5_setproperty', 'PictoBoxDeluxe_AfterPicture', 'ButtonWipe_Click', 'TextToSpeech1_setproperty', 'server_setproperty', 'color_make_color', 'ButtonSubmit_Click', 'PirateSprite_component', 'Guac_Touched', 'ButtonReset_setproperty', 'math_is_a_number', 'SettingsButton_Click', 'color_split_color', 'Bio2_Click', 'TxtBoxHour_getproperty', 'Clock1_Hour', 'DisconnectButton_Click', 'Mole_setproperty', 'Login_setproperty', 'Clock1_GetMillis', 'numberList_setproperty', 'HorizontalArrangement1_setproperty', 'SpeechRecognizer1_GetText', 'DrawingCanvas_DrawLine', 'com1ponent_set_get', 'compRound_Tripnt_set_get', 'LottoSWEButton_Click', 'Left_Click', 'ImageSprite1_Dragged', 'controls_forRange', 'bomponent_set_get', 'controls_if', 'Canvas1_DrawLine', 'Screen1_OtherScreenClosed', 'color_white', 'Clock1_Second', 'GoldSprite2_setproperty', 'Setting_OtherScreenClosed', 'OhjeLabel_setproperty', 'IS_Click', 'BlueButton_Click', 'LblPay_setproperty', 'Label3_setproperty', 'auth_Click', 'ButtonNewlist_Click', 'Going_Click', 'Login_Initialize', 'ChB6_LiuSui_setproperty', 'Mole_Touched', 'lists_is_empty', 'Screen2_Initialize', 'Player1_Completed', 'ArvontaNroButton_setproperty', 'componenz_set_get', 'cnmponent_set_get', 'Sound1_Play', 'ButtonPlay_getproperty', 'compthreent_set_get', 'restartbutton_Click', 'ImageSprite1_MoveTo', 'domponent_set_get', 'Lab2_GuLi_setproperty', 'text_segment', 'LabelGameOver_getproperty', 'procedures_defnoreturn', 'list6_setproperty', 'compOne_Waynt_set_get', 'procedures_callreturn', 'ClockFrameTimer_Timer', 'Canvas_setproperty', 'pressMeButton_Click', 'letsgo_Play', 'compWeekendnt_set_get', 'TxtBoxPay_getproperty', 'compa1nt_set_get', 'ButtonGreen_Click', 'lists_from_csv_row', 'lexical_variable_get', 'ListPickerPizza_AfterPicking', 'lists_pick_random_item', 'ExtraPlusLabel2_setproperty', 'LabelCorrect_setproperty', 'BallSweButton_setproperty', 'NxtDrive1_TurnCounterClockwiseIndefinitely', 'cqmponent_set_get', 'NS_Click', 'BlackButton_Click', 'math_ceiling', 'LottoFINButton_Click', 'Clock1_Month', 'componeng_set_get', 'lists_create_with', 'Label3omponent_set_get', 'TextToSpeech1_Speak', 'ChB4_SiSui_Changed', 'compoment_set_get', 'TextBoxWords_getproperty', 'text_changeCase', 'LblGrossPay_getproperty', 'component_event', 'Button5_Click', 'Sound1_setproperty', 'green_slider1_PositionChanged', 'EuroButton_Click', 'math_neg', 'ImageSprite1_setproperty', 'ReadyLabel_setproperty', 'list7_setproperty', 'Canvas1_Touched', 'ChB7_ChuEr_setproperty', 'ChB8_ChuSan_Changed', 'color_gray', 'Point4_setproperty', 'FusiontablesControl1_ForgetLogin', 'STA_Main_Initialize', 'RClock_Timer', 'ChB8_ChuSan_getproperty', 'CE_Click', 'FusiontablesControl1_SendQuery', 'math_multiply', 'ClearinDaBoard_Click', 'ListPickerDrink_setproperty', 'ok_Click', 'ButtonNew_Click', 'PirateSprite_Flung', 'ButtonPlay_setproperty', 'Canvas1_getproperty', 'CIM_Click', 'math_trig', 'ChB4_SiSui_setproperty', 'Title_setproperty', 'math_single', 'ChB5_WuSui_Changed', 'lists_length', 'ButtonContinue_Click', 'ClockFrameTimer_setproperty', 'TextBoxComment_getproperty', 'PictureButton_Click', 'LabelWord_setproperty']
In [27]:
# save_blocks_to_csv(all_users_blocks[0], 'all_users_active')
Out[27]:
True
In [8]:
BLOCK_TYPES = get_all_block_types(all_users_blocks[0], all_users_blocks[1])
---------------------------------------------------------------------------
NameError Traceback (most recent call last)
<ipython-input-8-d1b13e103dc7> in <module>()
----> 1 BLOCK_TYPES = get_all_block_types(all_users_blocks[0], all_users_blocks[1])
NameError: name 'all_users_blocks' is not defined
In [40]:
# get list of all blocks
# BXX TODO: clean up block types (improper spelling, weird types)
all_blocks = list(set(all_users_blocks[0].keys() + all_users_blocks[1].keys()))
In [46]:
len(get_users(20))
Out[46]:
141
In [47]:
uid = "000411"
pid = "4505159310770176"
path = "{}{}/{}".format(root_directory, uid, pid)
projectToJSON(path)
---------------------------------------------------------------------------
Exception Traceback (most recent call last)
<ipython-input-47-cf2876b40429> in <module>()
3
4 path = "{}{}/{}".format(root_directory, uid, pid)
----> 5 projectToJSON(path)
/Users/bxie/programming/ai2_user_trajectory/validation_experiments/ai2summarizer.pyc in projectToJSON(projectPath)
51 summary = {}
52 if not projectPath.endswith('zip') and not projectPath.endswith('.aia'):
---> 53 raise Exception("project is not .aia or .zip")
54 with zipfile.ZipFile(projectPath, 'r') as myZip:
55 summary['**Project Name'] = findName(myZip)
Exception: project is not .aia or .zip
In [ ]:
Content source: bxie/ai2_user_trajectory
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