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Parser for CSM draws
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| from bs4 import BeautifulSoup | |
| from urllib.request import urlopen | |
| import json | |
| import os | |
| import re | |
| BASE_URL = "https://www.canada.ca/" | |
| HTML_PAGE_PATH_SUFFIX = "en/immigration-refugees-citizenship/services/immigrate-canada/express-entry/submit-profile/rounds-invitations.html" | |
| INPUT_HTML = """ | |
| <!DOCTYPE html> | |
| <html lang="en"> | |
| <head> | |
| <title>Title</title> | |
| <!-- Required meta tags --> | |
| <meta charset="utf-8" /> | |
| <meta | |
| name="viewport" | |
| content="width=device-width, initial-scale=1, shrink-to-fit=no" | |
| /> | |
| <!-- Bootstrap CSS v5.2.1 --> | |
| <link | |
| href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.2/dist/css/bootstrap.min.css" | |
| rel="stylesheet" | |
| integrity="sha384-T3c6CoIi6uLrA9TneNEoa7RxnatzjcDSCmG1MXxSR1GAsXEV/Dwwykc2MPK8M2HN" | |
| crossorigin="anonymous" | |
| /> | |
| </head> | |
| <body> | |
| <header> | |
| <!-- place navbar here --> | |
| </header> | |
| <main> | |
| <div class="container-fluid"></div> | |
| </main> | |
| <footer> | |
| <!-- place footer here --> | |
| </footer> | |
| <!-- Bootstrap JavaScript Libraries --> | |
| <script | |
| src="https://cdn.jsdelivr.net/npm/@popperjs/core@2.11.8/dist/umd/popper.min.js" | |
| integrity="sha384-I7E8VVD/ismYTF4hNIPjVp/Zjvgyol6VFvRkX/vR+Vc4jQkC+hVqc2pM8ODewa9r" | |
| crossorigin="anonymous" | |
| ></script> | |
| <script | |
| src="https://cdn.jsdelivr.net/npm/bootstrap@5.3.2/dist/js/bootstrap.min.js" | |
| integrity="sha384-BBtl+eGJRgqQAUMxJ7pMwbEyER4l1g+O15P+16Ep7Q9Q+zqX6gSbd85u4mG4QzX+" | |
| crossorigin="anonymous" | |
| ></script> | |
| </body> | |
| </html> | |
| """ | |
| def getJsonFile(bs4Soup): | |
| jsonManager = bs4Soup.find_all(attrs={"data-wb-jsonmanager": True}) | |
| dataJsonSuffix = json.loads(jsonManager[0]["data-wb-jsonmanager"])["url"] | |
| dataJson = urlopen(BASE_URL + dataJsonSuffix) | |
| return json.load(dataJson) | |
| def createColDiv(text, emptySoup): | |
| createColDivDiv = emptySoup.new_tag("div") | |
| createColDivDiv["class"] = "col" | |
| createColDivDiv.string = text | |
| return createColDivDiv | |
| def createHeader(headerData, emptySoup): | |
| inner_div = emptySoup.new_tag("div") | |
| inner_div["class"] = "crs-container col" | |
| inner_div_h1 = emptySoup.new_tag("h1") | |
| inner_div_h1.string = "Express Entry Round " + headerData["drawNumber"] | |
| inner_div_div = emptySoup.new_tag("div") | |
| inner_div_div["class"] = "row justify-content-center align-items-center g-2" | |
| inner_div_div_div1 = createColDiv( | |
| "Number of Invitation: " + headerData["drawSize"], emptySoup | |
| ) | |
| inner_div_div_div2 = createColDiv( | |
| "Date and time: " + headerData["drawDateFull"], emptySoup | |
| ) | |
| inner_div_div_div3 = createColDiv( | |
| "Lowest CRS score: " + headerData["drawCRS"], emptySoup | |
| ) | |
| inner_div_div.append(inner_div_div_div1) | |
| inner_div_div.append(inner_div_div_div2) | |
| inner_div_div.append(inner_div_div_div3) | |
| inner_div.append(inner_div_h1) | |
| inner_div.append(inner_div_div) | |
| return inner_div | |
| def createTableHeader(emptySoup): | |
| thead = emptySoup.new_tag("thead") | |
| tr = emptySoup.new_tag("tr") | |
| for key in ["CRS Score", "Number of invitations"]: | |
| th = emptySoup.new_tag("th") | |
| h3 = emptySoup.new_tag("h3") | |
| h3.string = key | |
| th.append(h3) | |
| tr.append(th) | |
| thead.append(tr) | |
| return thead | |
| def createTableBody(jsonData, emptySoup): | |
| tbody = emptySoup.new_tag("tbody") | |
| keys_that_start_with_dd = [k for k in jsonData.keys() if re.search(r"dd\d+$", k)] | |
| for key in keys_that_start_with_dd: | |
| tr = emptySoup.new_tag("tr") | |
| keyWithInterval = key + "_interval" | |
| hasStrong = jsonData[key + "_has_bold"] | |
| for keyToAdd in [keyWithInterval, key]: | |
| td = emptySoup.new_tag("td") | |
| if hasStrong: | |
| strong = emptySoup.new_tag("strong") | |
| strong.string = jsonData[keyToAdd] | |
| td.append(strong) | |
| else: | |
| td.string = jsonData[keyToAdd] | |
| tr.append(td) | |
| tbody.append(tr) | |
| return tbody | |
| def createTable(jsonData, emptySoup): | |
| wrapper_div = emptySoup.new_tag("div") | |
| wrapper_div["class"] = "table-responsive" | |
| table = emptySoup.new_tag("table") | |
| table["class"] = "table table-primary" | |
| thead = createTableHeader(emptySoup) | |
| tbody = createTableBody(jsonData, emptySoup) | |
| table.append(thead) | |
| table.append(tbody) | |
| return table | |
| def parseHtmlAndCreateData(soup, data): | |
| draws_list = [] | |
| json_elements = soup.find_all(attrs={"data-json-replace": True}) | |
| for data_round in data["rounds"]: | |
| data_to_append = {} | |
| for element in json_elements: | |
| json_replace_path = element["data-json-replace"] | |
| last_key = json_replace_path.split("/")[-1] | |
| # Add the key to the dataToAppend dictionary | |
| data_to_append[last_key] = ( | |
| data_round[last_key] if last_key in data_round else None | |
| ) | |
| # Check if the last key ends with "dd" and a number | |
| last_key_ends_with_draw_pattern = re.search(r"^dd\d+$", last_key) | |
| if last_key_ends_with_draw_pattern: | |
| drawInterval = element.find_parent().find_parent() | |
| hasStrong = drawInterval.find("strong") | |
| if hasStrong: | |
| # If the strong tag exists, then the parent is one up | |
| drawInterval = drawInterval.find_parent() | |
| # Edge case for the last draw | |
| if not drawInterval: | |
| data_to_append[last_key + "_interval"] = "Total" | |
| data_to_append[last_key + "_has_bold"] = True | |
| else: | |
| # If the strong tag exists, then take its text, otherwise take the text of the td tag | |
| drawInterval = ( | |
| drawInterval.find("strong") if hasStrong else drawInterval | |
| ) | |
| # Save the interval and if the text is bold | |
| data_to_append[last_key + "_interval"] = ( | |
| drawInterval.text.strip() or "Total" | |
| ) | |
| data_to_append[last_key + "_has_bold"] = hasStrong is not None | |
| draws_list.append(data_to_append) | |
| return draws_list | |
| def main(): | |
| html = urlopen(BASE_URL + HTML_PAGE_PATH_SUFFIX) | |
| soup = BeautifulSoup(html.read(), "html.parser") | |
| data = getJsonFile(soup) | |
| data_parsed_list = parseHtmlAndCreateData(soup, data) | |
| with open( | |
| os.path.join(os.path.dirname(__file__), "output.json"), "w", encoding="utf-8" | |
| ) as file: | |
| json.dump(data_parsed_list, file, indent=4) | |
| empty_soup = BeautifulSoup(INPUT_HTML, "html.parser") | |
| main_div = empty_soup.find("div", {"class": "container-fluid"}) | |
| for data_parsed_to_append in data_parsed_list: | |
| div = empty_soup.new_tag("div") | |
| div["class"] = "row justify-content-center align-items-center g-2" | |
| div.append(createHeader(data_parsed_to_append, empty_soup)) | |
| div.append(createTable(data_parsed_to_append, empty_soup)) | |
| main_div.append(div) | |
| with open( | |
| os.path.join(os.path.dirname(__file__), "output.html"), "w", encoding="utf-8" | |
| ) as file: | |
| file.write(empty_soup.prettify()) | |
| main() |
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| <!DOCTYPE html> | |
| <html lang="en"> | |
| <head> | |
| <title>Title</title> | |
| <!-- Required meta tags --> | |
| <meta charset="utf-8" /> | |
| <meta | |
| name="viewport" | |
| content="width=device-width, initial-scale=1, shrink-to-fit=no" | |
| /> | |
| <!-- Bootstrap CSS v5.2.1 --> | |
| <link | |
| href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.2/dist/css/bootstrap.min.css" | |
| rel="stylesheet" | |
| integrity="sha384-T3c6CoIi6uLrA9TneNEoa7RxnatzjcDSCmG1MXxSR1GAsXEV/Dwwykc2MPK8M2HN" | |
| crossorigin="anonymous" | |
| /> | |
| </head> | |
| <body> | |
| <header> | |
| <!-- place navbar here --> | |
| </header> | |
| <main> | |
| <div class="container-fluid"></div> | |
| </main> | |
| <footer> | |
| <!-- place footer here --> | |
| </footer> | |
| <!-- Bootstrap JavaScript Libraries --> | |
| <script | |
| src="https://cdn.jsdelivr.net/npm/@popperjs/core@2.11.8/dist/umd/popper.min.js" | |
| integrity="sha384-I7E8VVD/ismYTF4hNIPjVp/Zjvgyol6VFvRkX/vR+Vc4jQkC+hVqc2pM8ODewa9r" | |
| crossorigin="anonymous" | |
| ></script> | |
| <script | |
| src="https://cdn.jsdelivr.net/npm/bootstrap@5.3.2/dist/js/bootstrap.min.js" | |
| integrity="sha384-BBtl+eGJRgqQAUMxJ7pMwbEyER4l1g+O15P+16Ep7Q9Q+zqX6gSbd85u4mG4QzX+" | |
| crossorigin="anonymous" | |
| ></script> | |
| </body> | |
| </html> |
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| from bs4 import BeautifulSoup | |
| from urllib.request import urlopen | |
| import json | |
| import os | |
| import re | |
| BASE_URL = "https://www.canada.ca/" | |
| HTML_PAGE_PATH_SUFFIX = "en/immigration-refugees-citizenship/services/immigrate-canada/express-entry/submit-profile/rounds-invitations.html" | |
| def getJsonFile(bs4Soup): | |
| jsonManager = bs4Soup.find_all(attrs={"data-wb-jsonmanager": True}) | |
| dataJsonSuffix = json.loads(jsonManager[0]["data-wb-jsonmanager"])["url"] | |
| dataJson = urlopen(BASE_URL + dataJsonSuffix) | |
| return json.load(dataJson) | |
| def createColDiv(text, emptySoup): | |
| createColDivDiv = emptySoup.new_tag("div") | |
| createColDivDiv["class"] = "col" | |
| createColDivDiv.string = text | |
| return createColDivDiv | |
| def createHeader(headerData, emptySoup): | |
| inner_div = emptySoup.new_tag("div") | |
| inner_div["class"] = "crs-container col" | |
| inner_div_h1 = emptySoup.new_tag("h1") | |
| inner_div_h1.string = "Express Entry Round " + headerData["drawNumber"] | |
| inner_div_div = emptySoup.new_tag("div") | |
| inner_div_div["class"] = "row justify-content-center align-items-center g-2" | |
| inner_div_div_div1 = createColDiv( | |
| "Number of Invitation: " + headerData["drawSize"], emptySoup | |
| ) | |
| inner_div_div_div2 = createColDiv( | |
| "Date and time: " + headerData["drawDateFull"], emptySoup | |
| ) | |
| inner_div_div_div3 = createColDiv( | |
| "Lowest CRS score: " + headerData["drawCRS"], emptySoup | |
| ) | |
| inner_div_div.append(inner_div_div_div1) | |
| inner_div_div.append(inner_div_div_div2) | |
| inner_div_div.append(inner_div_div_div3) | |
| inner_div.append(inner_div_h1) | |
| inner_div.append(inner_div_div) | |
| return inner_div | |
| def createTableHeader(emptySoup): | |
| thead = emptySoup.new_tag("thead") | |
| tr = emptySoup.new_tag("tr") | |
| for key in ["CRS Score", "Number of invitations"]: | |
| th = emptySoup.new_tag("th") | |
| h3 = emptySoup.new_tag("h3") | |
| h3.string = key | |
| th.append(h3) | |
| tr.append(th) | |
| thead.append(tr) | |
| return thead | |
| def createTableBody(jsonData, emptySoup): | |
| tbody = emptySoup.new_tag("tbody") | |
| keys_that_start_with_dd = [k for k in jsonData.keys() if re.search(r"dd\d+$", k)] | |
| for key in keys_that_start_with_dd: | |
| tr = emptySoup.new_tag("tr") | |
| keyWithInterval = key + "_interval" | |
| hasStrong = jsonData[key + "_has_bold"] | |
| for keyToAdd in [keyWithInterval, key]: | |
| td = emptySoup.new_tag("td") | |
| if hasStrong: | |
| strong = emptySoup.new_tag("strong") | |
| strong.string = jsonData[keyToAdd] | |
| td.append(strong) | |
| else: | |
| td.string = jsonData[keyToAdd] | |
| tr.append(td) | |
| tbody.append(tr) | |
| return tbody | |
| def createTable(jsonData, emptySoup): | |
| wrapper_div = emptySoup.new_tag("div") | |
| wrapper_div["class"] = "table-responsive" | |
| table = emptySoup.new_tag("table") | |
| table["class"] = "table table-primary" | |
| thead = createTableHeader(emptySoup) | |
| tbody = createTableBody(jsonData, emptySoup) | |
| table.append(thead) | |
| table.append(tbody) | |
| return table | |
| def parseHtmlAndCreateData(soup, data): | |
| draws_list = [] | |
| json_elements = soup.find_all(attrs={"data-json-replace": True}) | |
| for data_round in data["rounds"]: | |
| data_to_append = {} | |
| for element in json_elements: | |
| json_replace_path = element["data-json-replace"] | |
| last_key = json_replace_path.split("/")[-1] | |
| # Add the key to the dataToAppend dictionary | |
| data_to_append[last_key] = ( | |
| data_round[last_key] if last_key in data_round else None | |
| ) | |
| # Check if the last key ends with "dd" and a number | |
| last_key_ends_with_draw_pattern = re.search(r"^dd\d+$", last_key) | |
| if last_key_ends_with_draw_pattern: | |
| drawInterval = element.find_parent().find_parent() | |
| hasStrong = drawInterval.find("strong") | |
| if hasStrong: | |
| # If the strong tag exists, then the parent is one up | |
| drawInterval = drawInterval.find_parent() | |
| # Edge case for the last draw | |
| if not drawInterval: | |
| data_to_append[last_key + "_interval"] = "Total" | |
| data_to_append[last_key + "_has_bold"] = True | |
| else: | |
| # If the strong tag exists, then take its text, otherwise take the text of the td tag | |
| drawInterval = ( | |
| drawInterval.find("strong") if hasStrong else drawInterval | |
| ) | |
| # Save the interval and if the text is bold | |
| data_to_append[last_key + "_interval"] = ( | |
| drawInterval.text.strip() or "Total" | |
| ) | |
| data_to_append[last_key + "_has_bold"] = hasStrong is not None | |
| draws_list.append(data_to_append) | |
| return draws_list | |
| def main(): | |
| html = urlopen(BASE_URL + HTML_PAGE_PATH_SUFFIX) | |
| soup = BeautifulSoup(html.read(), "html.parser") | |
| data = getJsonFile(soup) | |
| data_parsed_list = parseHtmlAndCreateData(soup, data) | |
| with open( | |
| os.path.join(os.path.dirname(__file__), "output.json"), "w", encoding="utf-8" | |
| ) as file: | |
| json.dump(data_parsed_list, file, indent=4) | |
| input_base_html_file = os.path.join(os.path.dirname(__file__), "input.html") | |
| with open(input_base_html_file, "r", encoding="utf-8") as file: | |
| base_html = file.read() | |
| empty_soup = BeautifulSoup(base_html, "html.parser") | |
| main_div = empty_soup.find("div", {"class": "container-fluid"}) | |
| for data_parsed_to_append in data_parsed_list: | |
| div = empty_soup.new_tag("div") | |
| div["class"] = "row justify-content-center align-items-center g-2" | |
| div.append(createHeader(data_parsed_to_append, empty_soup)) | |
| div.append(createTable(data_parsed_to_append, empty_soup)) | |
| main_div.append(div) | |
| with open( | |
| os.path.join(os.path.dirname(__file__), "output.html"), "w", encoding="utf-8" | |
| ) as file: | |
| file.write(empty_soup.prettify()) | |
| main() |
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