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Create optimized_crscraper, still need to test
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import requests | ||
from bs4 import BeautifulSoup | ||
from bs4.element import Tag | ||
from typing import Optional, Union | ||
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Course = str | ||
Section = str | ||
Schedule = list[dict[str, str | int | float]] | ||
ListOfCoursesWithTime = list[dict[Course, list[dict[Section, Schedule]]]] | ||
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class CRScraper: | ||
def __init__(self, login_url: str, username: str, password: str, all_course_table_schedule_url: list[str]) -> None: | ||
self.username = username | ||
self.password = password | ||
self.login_url = login_url | ||
self.all_course_table_schedule_url = all_course_table_schedule_url | ||
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# Start a session | ||
self.session = requests.Session() | ||
self.data: ListOfCoursesWithTime = [] # Now in sorted format directly | ||
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def main(self) -> Optional[ListOfCoursesWithTime]: | ||
self.login_into_crs() | ||
self.access_all_possible_course_schedules() | ||
return self.data | ||
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def login_into_crs(self) -> None: | ||
# Get the login page to retrieve the CSRF token and any other hidden fields | ||
login_page = self.session.get(self.login_url) | ||
login_page.raise_for_status() # Ensure we got a successful response | ||
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# Parse login page to find the form fields | ||
soup = BeautifulSoup(login_page.text, 'html.parser') | ||
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# Find the CSRF token or other hidden fields if necessary | ||
csrf_token_candidate = soup.find('input', {'name': 'csrf_token'}) | ||
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# Ensure csrf_token_tag is either a Tag or None | ||
csrf_token_tag: Optional[Tag] = csrf_token_candidate if isinstance(csrf_token_candidate, Tag) else None | ||
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csrf_value: Optional[Union[str, list[str]]] = '' | ||
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if csrf_token_tag: | ||
csrf_value = csrf_token_tag.get('value', '') | ||
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# Login credentials | ||
payload: dict[str, Optional[Union[str, list[str]]]] = { | ||
'txt_login': self.username, # Replace with the actual form field name | ||
'pwd_password': self.password, # Replace with the actual form field name | ||
'csrf_token': csrf_value, # Include the CSRF token if required | ||
# Include any other hidden form fields that may be required | ||
} | ||
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# Perform the login | ||
login_response = self.session.post(self.login_url, data=payload) | ||
login_response.raise_for_status() # Ensure the login was successful | ||
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def access_all_possible_course_schedules(self) -> None: | ||
if self.all_course_table_schedule_url: | ||
for course_url in self.all_course_table_schedule_url: | ||
response = self.session.get(course_url) | ||
response.raise_for_status() | ||
soup = BeautifulSoup(response.text, 'html.parser') | ||
table = soup.select_one("html body div#content div#rightcolumn table#tbl-search") | ||
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if table: | ||
for row in table.find_all("tr")[1:]: | ||
cells = row.find_all("td") | ||
if cells: | ||
self.append_sorted_row_data(cells) | ||
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def append_sorted_row_data(self, cells: list[Tag]) -> None: | ||
course, section = self.extract_course_and_section(cells[1].get_text(separator="\n", strip=True).split('\n')) | ||
formatted_schedule = self.format_schedule(cells) | ||
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course_entry = next((subject for subject in self.data if course in subject), None) | ||
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if course_entry: | ||
course_entry[course].append({section: formatted_schedule}) | ||
else: | ||
self.data.append({course: [{section: formatted_schedule}]}) | ||
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def extract_course_and_section(self, class_info: list[str]) -> tuple[str, str]: | ||
class_name = class_info[0].split(" ") | ||
return f"{class_name[0]} {class_name[1]}", class_name[2] | ||
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def format_schedule(self, cells: list[Tag]) -> Schedule: | ||
schedule_parts = cells[3].get_text(separator="\n", strip=True).split('\n') | ||
schedule = schedule_parts[0].split('; ') if len(schedule_parts) == 1 else schedule_parts | ||
available_total_slots = cells[6].get_text(separator="\n", strip=True).replace('\xa0', '').replace('\n', '') | ||
demand = cells[7].get_text(separator="\n", strip=True).replace('\xa0', '') | ||
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return [ | ||
{ | ||
"Day": sched.split(" ")[0], | ||
"Time": sched.split(" ")[1], | ||
"Room": sched.split(" ")[2] if len(sched.split(" ")) > 2 else "", | ||
"Available Slots": int(available_total_slots.split("/")[0]), | ||
"Total Slots": int(available_total_slots.split("/")[1]), | ||
"Demand": int(demand), | ||
"Credits": sum(float(credit) for credit in cells[2].get_text(separator="\n", strip=True).split('\n')), | ||
"Instructors": cells[1].get_text(separator=", ", strip=True).split(', ')[1] | ||
} for sched in schedule | ||
] |