Files
Clover-Edition/data/storytree.py
T

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3.9 KiB
Python

"""
format of tree is
dict {
tree_id: tree_id_text
context: context text?
story_prompt: story_prompt_text
story_continuation: story_continuation_text
action_results: [act_res1, act_res2, act_res3...]
}
where each action_result's format is:
dict{
action: action_text
result: result_text
action_results: [act_res1, act_res2, act_res3...]
}
"""
import csv
import json
def get_numeric_cell(cell_string):
letter = cell_string[0]
number = cell_string[1:]
if number.isnumeric():
col_num = ord(letter.lower()) - 97
row_num = int(number)
return row_num, col_num
else:
return None
def dungeon_data_to_tree(filename):
tree = {}
tree["tree_id"] = filename
current_action_results = []
tree["action_results"] = current_action_results
rows = []
with open(filename) as csvfile:
reader = csv.reader(csvfile, delimiter=',')
for reader_row in reader:
rows.append(reader_row)
tree["story_prompt"] = rows[0][1]
col_ind = 1
n_columns = len(rows[0])
while col_ind < n_columns:
row_and_col = get_numeric_cell(rows[1][col_ind])
# if it's a cell designation got to traverse tree to find starting point
if row_and_col is not None:
cols_to_traverse = [row_and_col[1], col_ind]
current_action_results = tree["action_results"]
while cols_to_traverse[0] is not 1:
new_row_and_col = get_numeric_cell(rows[1][cols_to_traverse[0]])
cols_to_traverse.insert(0, new_row_and_col[1])
for j in range(len(cols_to_traverse) -1):
next_row_and_col = get_numeric_cell(rows[1][cols_to_traverse[j+1]])
traverse_rows = int((next_row_and_col[0] - 2) / 2)
for _ in range(traverse_rows):
current_action_results = current_action_results[-1]["action_results"]
else:
tree["story_continuation"] = rows[1][col_ind]
ind = 2
while(ind < len(rows)):
action_result = {"action": rows[ind][col_ind], "result": None, "action_results": []}
if ind+1 < len(rows):
action_result["result"] = rows[ind+1][col_ind]
current_action_results.append(action_result)
current_action_results = action_result["action_results"]
ind += 2
col_ind += 1
return tree
def build_action_samples_helper(context, story_block, action_results):
samples = []
for action_result in action_results:
if len(action_result["action_results"]) is 0:
row = [context, story_block, action_result["action"], action_result["result"]]
samples.append(row)
else:
sub_result = build_action_samples_helper(context, action_result["result"], action_result["action_results"])
samples += sub_result
return samples
def make_write_actions_batch(tree, filename):
# Traverse to the bottom levels of each tree
with open(filename, mode='w') as file:
writer = csv.writer(file, delimiter=',', quotechar='"', quoting=csv.QUOTE_MINIMAL)
writer.writerow(["context", "story_block_1", "previous_action", "story_block_2"])
first_story_block = tree["story_prompt"] + tree["story_continuation"]
samples = build_action_samples_helper(tree["context"], first_story_block, tree["action_results"])
for sample in samples:
writer.writerow(sample)
def save_tree(tree, filename):
with open(filename, 'w') as fp:
json.dump(tree, fp)
def load_tree(filename):
with open(filename, 'r') as fp:
tree = json.load(fp)
return tree
tree = dungeon_data_to_tree("./data_nick_1.csv")
tree["context"] = "The world has ended. The cities are in ruin and few people are left alive."
make_write_actions_batch(tree, "batch.csv")
save_tree(tree, "tree_data.json")
data = load_tree("tree_data.json")
print("done")