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import os
import docx2txt
from docx import Document
from docx.opc.constants import RELATIONSHIP_TYPE as RT
import re
from pymongo import MongoClient
import shutil
import uuid
import datetime
from PIL import Image
source = "./source"
dist = "../server/public/files"
db = MongoClient("localhost", 27017)["Dash"]
view_doc_guids = []
def extract_links(fileName):
links = []
doc = Document(fileName)
rels = doc.part.rels
for rel in rels:
item = rels[rel]
if item.reltype == RT.HYPERLINK and ".aspx" not in item._target:
links.append(item._target)
return links
def extract_value(kv_string):
pieces = kv_string.split(":")
return (pieces[1] if len(pieces) > 1 else kv_string).strip()
def mkdir_if_absent(path):
try:
if not os.path.exists(path):
os.mkdir(path)
except OSError:
print("Failed to create the appropriate directory structures for %s" % file_name)
def guid():
return str(uuid.uuid4())
def write_image(folder, name):
path = f"http://localhost:1050/files/{folder}/{name}"
data_doc_guid = guid()
view_doc_guid = guid()
view_doc = {
"_id": view_doc_guid,
"fields": {
"proto": {
"fieldId": data_doc_guid,
"__type": "proxy"
},
"x": 10,
"y": 10,
"width": 300,
"zIndex": 2,
"libraryBrush": False
},
"__type": "Doc"
}
image = Image.open(f"{dist}/{folder}/{name}")
native_width, native_height = image.size
data_doc = {
"_id": data_doc_guid,
"fields": {
"proto": {
"_id": "imageProto",
"__type": "proxy"
},
"data": {
"url": path,
"type": "image"
},
"title": name,
"nativeWidth": native_width,
"author": "Bill Buxton",
"creationDate": {
"date": datetime.datetime.utcnow().microsecond,
"__type": "date"
},
"isPrototype": True,
"page": -1,
"nativeHeight": native_height,
"height": native_height
},
"__type": "Doc"
}
db.newDocuments.insert_one(view_doc)
db.newDocuments.insert_one(data_doc)
print(path)
return view_doc_guid
def parse_document(file_name: str):
print(f"Parsing {file_name}...")
result = {}
pure_name = file_name.split(".")[0]
dir_path = dist + "/" + pure_name
mkdir_if_absent(dir_path)
raw = str(docx2txt.process(source + "/" + file_name, dir_path))
print("Extracting images...\n")
for image in os.listdir(dir_path):
view_doc_guids.append(write_image(pure_name, image))
print()
def sanitize(line): return re.sub("[\n\t]+", "", line).replace(u"\u00A0", " ").replace(
u"\u2013", "-").replace(u"\u201c", '''"''').replace(u"\u201d", '''"''').strip()
def remove_empty(line): return len(line) > 1
lines = list(map(sanitize, raw.split("\n")))
lines = list(filter(remove_empty, lines))
result["file_name"] = file_name
result["title"] = lines[2].strip()
result["short_description"] = lines[3].strip().replace(
"Short Description: ", "")
cur = 5
notes = ""
while lines[cur] != "Device Details":
notes += lines[cur] + " "
cur += 1
result["buxton_notes"] = notes.strip()
cur += 1
clean = list(
map(lambda data: data.strip().split(":"), lines[cur].split("|")))
result["company"] = clean[0][len(clean[0]) - 1].strip()
result["year"] = clean[1][len(clean[1]) - 1].strip()
result["original_price"] = clean[2][len(clean[2]) - 1].strip()
cur += 1
result["degrees_of_freedom"] = extract_value(
lines[cur]).replace("NA", "N/A")
cur += 1
dimensions = lines[cur].lower()
if dimensions.startswith("dimensions"):
dim_concat = dimensions[11:].strip()
cur += 1
while lines[cur] != "Key Words":
dim_concat += (" " + lines[cur].strip())
cur += 1
result["dimensions"] = dim_concat
else:
result["dimensions"] = "N/A"
cur += 1
result["primary_key"] = extract_value(lines[cur])
cur += 1
result["secondary_key"] = extract_value(lines[cur])
while lines[cur] != "Links":
result["secondary_key"] += (" " + extract_value(lines[cur]).strip())
cur += 1
cur += 1
link_descriptions = []
while lines[cur] != "Image":
link_descriptions.append(lines[cur].strip())
cur += 1
result["link_descriptions"] = link_descriptions
result["hyperlinks"] = extract_links(source + "/" + file_name)
images = []
captions = []
cur += 3
while cur + 1 < len(lines) and lines[cur] != "NOTES:":
images.append(lines[cur])
captions.append(lines[cur + 1])
cur += 2
result["images"] = images
result["captions"] = captions
notes = []
if (cur < len(lines) and lines[cur] == "NOTES:"):
cur += 1
while cur < len(lines):
notes.append(lines[cur])
cur += 1
if len(notes) > 0:
result["notes"] = notes
print("...contents dictionary constructed.")
return result
def wrap(document):
return {
"_id": guid(),
"fields": document,
"__type": "Doc"
}
def upload(collection, mongofied):
for doc in mongofied:
collection.insert_one(doc)
if os.path.exists(dist):
shutil.rmtree(dist)
while os.path.exists(dist):
pass
os.mkdir(dist)
mkdir_if_absent(source)
candidates = 0
mongofied = []
for file_name in os.listdir(source):
if file_name.endswith('.docx'):
candidates += 1
mongofied.append(wrap(parse_document(file_name)))
for doc in mongofied:
db.newDocuments.insert_one(doc)
proxified = list(
map(lambda guid: {"fieldId": guid, "type": "proxy"}, view_doc_guids))
db.newDocuments.update_one(
{"fields.title": "WS collection 1"},
{"$push": {"fields.data.fields": {"$each": proxified}}}
)
print("...dictionaries written to Dash Document.\n")
print(f"{candidates} candidates processed.")
lines = ['*', '!.gitignore']
with open(dist + "/.gitignore", 'w') as f:
f.write('\n'.join(lines))
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