Upload features.py with huggingface_hub
Browse files- features.py +347 -0
features.py
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| 1 |
+
"""
|
| 2 |
+
from bs4 import BeautifulSoup
|
| 3 |
+
|
| 4 |
+
|
| 5 |
+
with open("mini_dataset/6.html") as f:
|
| 6 |
+
test = f.read()
|
| 7 |
+
|
| 8 |
+
soup = BeautifulSoup(test, "html.parser")
|
| 9 |
+
"""
|
| 10 |
+
|
| 11 |
+
|
| 12 |
+
# has_title
|
| 13 |
+
def has_title(soup):
|
| 14 |
+
if soup.title is None:
|
| 15 |
+
return 0
|
| 16 |
+
if len(soup.title.text) > 0:
|
| 17 |
+
return 1
|
| 18 |
+
else:
|
| 19 |
+
return 0
|
| 20 |
+
|
| 21 |
+
|
| 22 |
+
# has_input
|
| 23 |
+
def has_input(soup):
|
| 24 |
+
if len(soup.find_all("input")):
|
| 25 |
+
return 1
|
| 26 |
+
else:
|
| 27 |
+
return 0
|
| 28 |
+
|
| 29 |
+
|
| 30 |
+
# has_button
|
| 31 |
+
def has_button(soup):
|
| 32 |
+
if len(soup.find_all("button")) > 0:
|
| 33 |
+
return 1
|
| 34 |
+
else:
|
| 35 |
+
return 0
|
| 36 |
+
|
| 37 |
+
|
| 38 |
+
# has_image
|
| 39 |
+
def has_image(soup):
|
| 40 |
+
if len(soup.find_all("image")) == 0:
|
| 41 |
+
return 0
|
| 42 |
+
else:
|
| 43 |
+
return 1
|
| 44 |
+
|
| 45 |
+
|
| 46 |
+
# has_submit
|
| 47 |
+
def has_submit(soup):
|
| 48 |
+
for button in soup.find_all("input"):
|
| 49 |
+
if button.get("type") == "submit":
|
| 50 |
+
return 1
|
| 51 |
+
else:
|
| 52 |
+
pass
|
| 53 |
+
return 0
|
| 54 |
+
|
| 55 |
+
|
| 56 |
+
# has_link
|
| 57 |
+
def has_link(soup):
|
| 58 |
+
if len(soup.find_all("link")) > 0:
|
| 59 |
+
return 1
|
| 60 |
+
else:
|
| 61 |
+
return 0
|
| 62 |
+
|
| 63 |
+
|
| 64 |
+
# has_password
|
| 65 |
+
def has_password(soup):
|
| 66 |
+
for input in soup.find_all("input"):
|
| 67 |
+
if (input.get("type") or input.get("name") or input.get("id")) == "password":
|
| 68 |
+
return 1
|
| 69 |
+
else:
|
| 70 |
+
pass
|
| 71 |
+
return 0
|
| 72 |
+
|
| 73 |
+
|
| 74 |
+
# has_email_input
|
| 75 |
+
def has_email_input(soup):
|
| 76 |
+
for input in soup.find_all("input"):
|
| 77 |
+
if (input.get("type") or input.get("id") or input.get("name")) == "email":
|
| 78 |
+
return 1
|
| 79 |
+
else:
|
| 80 |
+
pass
|
| 81 |
+
return 0
|
| 82 |
+
|
| 83 |
+
|
| 84 |
+
# has_hidden_element
|
| 85 |
+
def has_hidden_element(soup):
|
| 86 |
+
for input in soup.find_all("input"):
|
| 87 |
+
if input.get("type") == "hidden":
|
| 88 |
+
return 1
|
| 89 |
+
else:
|
| 90 |
+
pass
|
| 91 |
+
return 0
|
| 92 |
+
|
| 93 |
+
|
| 94 |
+
# has_audio
|
| 95 |
+
def has_audio(soup):
|
| 96 |
+
if len(soup.find_all("audio")) > 0:
|
| 97 |
+
return 1
|
| 98 |
+
else:
|
| 99 |
+
return 0
|
| 100 |
+
|
| 101 |
+
|
| 102 |
+
# has_video
|
| 103 |
+
def has_video(soup):
|
| 104 |
+
if len(soup.find_all("video")) > 0:
|
| 105 |
+
return 1
|
| 106 |
+
else:
|
| 107 |
+
return 0
|
| 108 |
+
|
| 109 |
+
|
| 110 |
+
# number_of_inputs
|
| 111 |
+
def number_of_inputs(soup):
|
| 112 |
+
return len(soup.find_all("input"))
|
| 113 |
+
|
| 114 |
+
|
| 115 |
+
# number_of_buttons
|
| 116 |
+
def number_of_buttons(soup):
|
| 117 |
+
return len(soup.find_all("button"))
|
| 118 |
+
|
| 119 |
+
|
| 120 |
+
# number_of_images
|
| 121 |
+
def number_of_images(soup):
|
| 122 |
+
image_tags = len(soup.find_all("image"))
|
| 123 |
+
count = 0
|
| 124 |
+
for meta in soup.find_all("meta"):
|
| 125 |
+
if meta.get("type") or meta.get("name") == "image":
|
| 126 |
+
count += 1
|
| 127 |
+
return image_tags + count
|
| 128 |
+
|
| 129 |
+
|
| 130 |
+
# number_of_option
|
| 131 |
+
def number_of_option(soup):
|
| 132 |
+
return len(soup.find_all("option"))
|
| 133 |
+
|
| 134 |
+
|
| 135 |
+
# number_of_list
|
| 136 |
+
def number_of_list(soup):
|
| 137 |
+
return len(soup.find_all("li"))
|
| 138 |
+
|
| 139 |
+
|
| 140 |
+
# number_of_TH
|
| 141 |
+
def number_of_TH(soup):
|
| 142 |
+
return len(soup.find_all("th"))
|
| 143 |
+
|
| 144 |
+
|
| 145 |
+
# number_of_TR
|
| 146 |
+
def number_of_TR(soup):
|
| 147 |
+
return len(soup.find_all("tr"))
|
| 148 |
+
|
| 149 |
+
|
| 150 |
+
# number_of_href
|
| 151 |
+
def number_of_href(soup):
|
| 152 |
+
count = 0
|
| 153 |
+
for link in soup.find_all("link"):
|
| 154 |
+
if link.get("href"):
|
| 155 |
+
count += 1
|
| 156 |
+
return count
|
| 157 |
+
|
| 158 |
+
|
| 159 |
+
# number_of_paragraph
|
| 160 |
+
def number_of_paragraph(soup):
|
| 161 |
+
return len(soup.find_all("p"))
|
| 162 |
+
|
| 163 |
+
|
| 164 |
+
# number_of_script
|
| 165 |
+
def number_of_script(soup):
|
| 166 |
+
return len(soup.find_all("script"))
|
| 167 |
+
|
| 168 |
+
|
| 169 |
+
# length_of_title
|
| 170 |
+
def length_of_title(soup):
|
| 171 |
+
if soup.title == None:
|
| 172 |
+
return 0
|
| 173 |
+
return len(soup.title.text)
|
| 174 |
+
|
| 175 |
+
|
| 176 |
+
"""
|
| 177 |
+
print("has_title --> ", has_title(soup))
|
| 178 |
+
print("has_input --> ", has_input(soup))
|
| 179 |
+
print("has_button --> ", has_button(soup))
|
| 180 |
+
print("has_image --> ", has_image(soup))
|
| 181 |
+
print("has_submit --> ", has_submit(soup))
|
| 182 |
+
print("has_link --> ", has_link(soup))
|
| 183 |
+
print("has_password --> ", has_password(soup))
|
| 184 |
+
print("has_email_input --> ", has_email_input(soup))
|
| 185 |
+
print("has_hidden_element --> ", has_hidden_element(soup))
|
| 186 |
+
print("has_audio --> ", has_audio(soup))
|
| 187 |
+
print("has_video --> ", has_video(soup))
|
| 188 |
+
print("number_of_inputs --> ", number_of_inputs(soup))
|
| 189 |
+
print("number_of_buttons --> ", number_of_buttons(soup))
|
| 190 |
+
print("number_of_images --> ", number_of_images(soup))
|
| 191 |
+
print("number_of_option --> ", number_of_option(soup))
|
| 192 |
+
print("number_of_list --> ", number_of_list(soup))
|
| 193 |
+
print("number_of_TH --> ", number_of_TH(soup))
|
| 194 |
+
print("number_of_TR --> ", number_of_TR(soup))
|
| 195 |
+
print("number_of_href --> ", number_of_href(soup))
|
| 196 |
+
print("number_of_paragraph --> ", number_of_paragraph(soup))
|
| 197 |
+
print("number_of_script --> ", number_of_script(soup))
|
| 198 |
+
print("length_of_title --> ", length_of_title(soup))
|
| 199 |
+
|
| 200 |
+
"""
|
| 201 |
+
|
| 202 |
+
|
| 203 |
+
# has h1
|
| 204 |
+
def has_h1(soup):
|
| 205 |
+
if len(soup.find_all("h1")) > 0:
|
| 206 |
+
return 1
|
| 207 |
+
else:
|
| 208 |
+
return 0
|
| 209 |
+
|
| 210 |
+
|
| 211 |
+
# has h2
|
| 212 |
+
def has_h2(soup):
|
| 213 |
+
if len(soup.find_all("h2")) > 0:
|
| 214 |
+
return 1
|
| 215 |
+
else:
|
| 216 |
+
return 0
|
| 217 |
+
|
| 218 |
+
|
| 219 |
+
# has h3
|
| 220 |
+
def has_h3(soup):
|
| 221 |
+
if len(soup.find_all("h3")) > 0:
|
| 222 |
+
return 1
|
| 223 |
+
else:
|
| 224 |
+
return 0
|
| 225 |
+
|
| 226 |
+
|
| 227 |
+
# length of text
|
| 228 |
+
def length_of_text(soup):
|
| 229 |
+
return len(soup.get_text())
|
| 230 |
+
|
| 231 |
+
|
| 232 |
+
# number of clickable button
|
| 233 |
+
def number_of_clickable_button(soup):
|
| 234 |
+
count = 0
|
| 235 |
+
for button in soup.find_all("button"):
|
| 236 |
+
if button.get("type") == "button":
|
| 237 |
+
count += 1
|
| 238 |
+
return count
|
| 239 |
+
|
| 240 |
+
|
| 241 |
+
# number of a
|
| 242 |
+
def number_of_a(soup):
|
| 243 |
+
return len(soup.find_all("a"))
|
| 244 |
+
|
| 245 |
+
|
| 246 |
+
# number of img
|
| 247 |
+
def number_of_img(soup):
|
| 248 |
+
return len(soup.find_all("img"))
|
| 249 |
+
|
| 250 |
+
|
| 251 |
+
# number of div class
|
| 252 |
+
def number_of_div(soup):
|
| 253 |
+
return len(soup.find_all("div"))
|
| 254 |
+
|
| 255 |
+
|
| 256 |
+
# number of figures
|
| 257 |
+
def number_of_figure(soup):
|
| 258 |
+
return len(soup.find_all("figure"))
|
| 259 |
+
|
| 260 |
+
|
| 261 |
+
# has footer
|
| 262 |
+
def has_footer(soup):
|
| 263 |
+
if len(soup.find_all("footer")) > 0:
|
| 264 |
+
return 1
|
| 265 |
+
else:
|
| 266 |
+
return 0
|
| 267 |
+
|
| 268 |
+
|
| 269 |
+
# has form
|
| 270 |
+
def has_form(soup):
|
| 271 |
+
if len(soup.find_all("form")) > 0:
|
| 272 |
+
return 1
|
| 273 |
+
else:
|
| 274 |
+
return 0
|
| 275 |
+
|
| 276 |
+
|
| 277 |
+
# has textarea
|
| 278 |
+
def has_text_area(soup):
|
| 279 |
+
if len(soup.find_all("textarea")) > 0:
|
| 280 |
+
return 1
|
| 281 |
+
else:
|
| 282 |
+
return 0
|
| 283 |
+
|
| 284 |
+
|
| 285 |
+
# has iframe
|
| 286 |
+
def has_iframe(soup):
|
| 287 |
+
if len(soup.find_all("iframe")) > 0:
|
| 288 |
+
return 1
|
| 289 |
+
else:
|
| 290 |
+
return 0
|
| 291 |
+
|
| 292 |
+
|
| 293 |
+
# has text input
|
| 294 |
+
def has_text_input(soup):
|
| 295 |
+
for input in soup.find_all("input"):
|
| 296 |
+
if input.get("type") == "text":
|
| 297 |
+
return 1
|
| 298 |
+
return 0
|
| 299 |
+
|
| 300 |
+
|
| 301 |
+
# number of meta
|
| 302 |
+
def number_of_meta(soup):
|
| 303 |
+
return len(soup.find_all("meta"))
|
| 304 |
+
|
| 305 |
+
|
| 306 |
+
# has nav
|
| 307 |
+
def has_nav(soup):
|
| 308 |
+
if len(soup.find_all("nav")) > 0:
|
| 309 |
+
return 1
|
| 310 |
+
else:
|
| 311 |
+
return 0
|
| 312 |
+
|
| 313 |
+
|
| 314 |
+
# has object
|
| 315 |
+
def has_object(soup):
|
| 316 |
+
if len(soup.find_all("object")) > 0:
|
| 317 |
+
return 1
|
| 318 |
+
else:
|
| 319 |
+
return 0
|
| 320 |
+
|
| 321 |
+
|
| 322 |
+
# has picture
|
| 323 |
+
def has_picture(soup):
|
| 324 |
+
if len(soup.find_all("picture")) > 0:
|
| 325 |
+
return 1
|
| 326 |
+
else:
|
| 327 |
+
return 0
|
| 328 |
+
|
| 329 |
+
|
| 330 |
+
# number of sources
|
| 331 |
+
def number_of_sources(soup):
|
| 332 |
+
return len(soup.find_all("source"))
|
| 333 |
+
|
| 334 |
+
|
| 335 |
+
# number of span
|
| 336 |
+
def number_of_span(soup):
|
| 337 |
+
return len(soup.find_all("span"))
|
| 338 |
+
|
| 339 |
+
|
| 340 |
+
# number of table
|
| 341 |
+
def number_of_table(soup):
|
| 342 |
+
return len(soup.find_all("table"))
|
| 343 |
+
|
| 344 |
+
|
| 345 |
+
|
| 346 |
+
|
| 347 |
+
|