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Code Issues Packages Projects Releases Wiki Activity

auto select content element in kaggle crawler now (#423)

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XianBW
2024-10-11 22:34:12 +08:00
committed by GitHub
parent a6ddf08e2a
commit e7656883ba
1 changed files with 21 additions and 3 deletions
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rdagent/scenarios/kaggle/kaggle_crawler.py
+21 -3
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@@ -49,9 +49,27 @@ def crawl_descriptions(competition: str, wait: float = 3.0, force: bool = False)
inner_text += child.get_attribute("innerHTML").strip()
subtitles.append(inner_text)
def kaggle_description_css_selectors() -> tuple[str, str]:
# Get the class name of the main contents
ab_elm = site_body.find_element(By.ID, "abstract")
others_elm = ab_elm.find_element(By.XPATH, "../*[2]")
first_elm = others_elm.find_element(By.XPATH, "./*[1]")
first_content_elm = first_elm.find_element(By.XPATH, "./*[1]/*[2]")
selector_elm = first_content_elm.find_element(By.XPATH, "./*[1]/*[1]")
main_class = selector_elm.get_attribute("class").split()[-1]
# Get the class name of the citation
citation_elm = site_body.find_element(By.ID, "citation")
citation_content_elm = citation_elm.find_element(By.XPATH, "./*[1]/*[2]/*[1]/*[1]")
citation_class = citation_content_elm.get_attribute("class").split()[-1]
return main_class, citation_class
main_class, citation_class = kaggle_description_css_selectors()
# Get main contents
contents = []
elements = site_body.find_elements(By.CSS_SELECTOR, ".fbHzUd")
elements = site_body.find_elements(By.CSS_SELECTOR, f".{main_class}")
for e in elements:
content = e.get_attribute("innerHTML")
contents.append(content)
@@ -61,14 +79,14 @@ def crawl_descriptions(competition: str, wait: float = 3.0, force: bool = False)
descriptions[subtitles[i]] = contents[i]
# Get the citation
element = site_body.find_element(By.CSS_SELECTOR, ".bZEXEC")
element = site_body.find_element(By.CSS_SELECTOR, f".{citation_class}")
citation = element.get_attribute("innerHTML")
descriptions[subtitles[-1]] = citation
data_url = f"https://www.kaggle.com/competitions/{competition}/data"
driver.get(data_url)
time.sleep(wait)
data_element = driver.find_element(By.CSS_SELECTOR, ".fbHzUd")
data_element = driver.find_element(By.CSS_SELECTOR, f".{main_class}")
descriptions["Data Description"] = data_element.get_attribute("innerHTML")
driver.quit()