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244 lines (198 loc) · 10.3 KB
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import pandas as pd
from datetime import datetime
import html
import re
from playwright.sync_api import sync_playwright
import time
CURRENCY_CHARS = "¥€$£₽₩₺₹"
currency_pattern = re.compile(f"[{re.escape(CURRENCY_CHARS)}]")
def clean_value(text: str) -> str:
if not text:
return ""
s = html.unescape(str(text))
s = "".join(ch for ch in s if ch.isprintable()).replace("\xa0", " ")
s = currency_pattern.sub("", s)
return re.sub(r"\s+", " ", s).strip()
def parse_month_year(text: str) -> datetime:
return datetime.strptime(text.strip(), "%B %Y")
def scrape_mql5_calendar(first_year=2020, last_year=2026, first_month=1, last_month=1):
all_data = []
with sync_playwright() as p:
browser = p.chromium.launch(headless=False)
context = browser.new_context()
page = context.new_page()
# Блокируем только тяжёлые ресурсы, JS не трогаем
page.route("**/*", lambda route: (
route.abort()
if route.request.resource_type in ["image", "font"]
else route.continue_()
))
print("⏳ Заходим на сайт...")
page.goto("https://www.mql5.com/en/economic-calendar", wait_until="domcontentloaded")
# Открываем календарь
date_input = page.locator("#filterDateInput")
date_input.wait_for(state="visible", timeout=15000)
date_input.click()
page.wait_for_selector(".date-picker__part-left", state="visible", timeout=15000)
first_target = datetime(first_year, first_month, 1)
last_target = datetime(last_year, last_month, 1)
# ОТМОТКА НАЗАД до первой нужной даты
while True:
left_part = page.query_selector(".date-picker__part-left")
right_part = page.query_selector(".date-picker__part-right")
left_text = left_part.query_selector(".date-picker__month-title").inner_text().strip()
right_text = right_part.query_selector(".date-picker__month-title").inner_text().strip()
left_dt = parse_month_year(left_text)
right_dt = parse_month_year(right_text)
if right_dt <= first_target:
break
left_part.query_selector(".date-picker__prev").click()
right_part.query_selector(".date-picker__prev").click() # чуть подождать перерисовку
current = first_target
print(f"Период: {first_year}-{last_year}")
# ОСНОВНОЙ ЦИКЛ ВПЕРЁД
while current < last_target:
# убеждаемся, что календарь открыт
if not page.is_visible(".date-picker__part-left"):
page.locator("#filterDateInput").click()
page.wait_for_selector(".date-picker__part-left", state="visible", timeout=15000)
left_part = page.query_selector(".date-picker__part-left")
right_part = page.query_selector(".date-picker__part-right")
left_text = left_part.query_selector(".date-picker__month-title").inner_text().strip()
right_text = right_part.query_selector(".date-picker__month-title").inner_text().strip()
left_dt = parse_month_year(left_text)
right_dt = parse_month_year(right_text)
if right_dt >= last_target:
break
# Выставляем 1 число в обоих календарях
for part in (left_part, right_part):
days_list = part.query_selector(".date-picker__days-list")
if not days_list:
continue
for li in days_list.query_selector_all("li"):
if li.get_attribute("data-day") == "1":
li.click()
break
# Жмём Save
save_btn = page.query_selector("button.buttonActive")
if not save_btn:
print("❌ Не нашли кнопку Save, выходим")
break
save_btn.click()
# Ждём таблицу: сначала появление, потом обновление
try:
body = page.wait_for_selector(".ec-table__body", timeout=15000)
# Доп. пауза, чтобы JS успел подгрузить строки
page.wait_for_timeout(4500)
except:
print(f" Data scraping from-to {left_text} - {right_text} ... table is not visible")
# Пробуем перейти к следующему месяцу
page.locator("#filterDateInput").click()
page.wait_for_selector(".date-picker__next", timeout=15000)
left_part.query_selector(".date-picker__next").click()
right_part.query_selector(".date-picker__next").click()
if current.month == 12:
current = datetime(current.year + 1, 1, 1)
else:
current = datetime(current.year, current.month + 1, 1)
continue
print(f"📥 Сбор данных за {left_text} - {right_text} ... ", end="")
def grab_rows():
return page.evaluate(
"""
() => {
const results = [];
const rows = document.querySelectorAll('.ec-table__item, .ec-table__title');
let currentDateStr = "";
rows.forEach(row => {
if (row.classList.contains('ec-table__title')) {
currentDateStr = row.innerText.trim();
} else if (row.classList.contains('ec-table__item')) {
const txt = (sel) => {
const el = row.querySelector(sel);
return el ? el.innerText.trim() : "";
};
const attr = (sel, at) => {
const el = row.querySelector(sel);
return el ? el.getAttribute(at) : "";
};
results.push({
d_str: currentDateStr,
time: txt('.ec-table__col_time'),
cur: txt('.ec-table__curency-name'),
evt: txt('.ec-table__col_event a'),
act: txt('.ec-table__col_actual'),
fc: txt('.ec-table__col_forecast'),
prev: txt('.ec-table__col_previous'),
imp: attr('.ec-table__importance', 'title')
});
}
});
return results;
}
"""
)
# первый заход
js_data = grab_rows()
# если строк подозрительно мало — подождать и попробовать ещё раз
if len(js_data) < 1000:
page.wait_for_timeout(5000) # доп. ожидание 3 сек
js_data = grab_rows()
year_for_block = right_dt.year
if js_data:
for item in js_data:
raw_date = item["d_str"].split(",")[0].strip()
full_date_str = f"{raw_date} {year_for_block}"
try:
dt_obj = datetime.strptime(full_date_str, "%d %B %Y").strftime("%Y-%m-%d")
except Exception:
dt_obj = full_date_str
all_data.append({
"Date": dt_obj,
"Time": clean_value(item["time"]),
"Currency": clean_value(item["cur"]),
"Event": clean_value(item["evt"]),
"Actual": clean_value(item["act"]),
"Forecast": clean_value(item["fc"]),
"Previous": clean_value(item["prev"]),
"Importance": clean_value(item["imp"]),
})
print(f"✅ +{len(js_data)} строк")
else:
print("❌ пусто")
# Переход к следующему месяцу
page.locator("#filterDateInput").click()
page.wait_for_selector(".date-picker__next", state="visible", timeout=15000)
left_part = page.query_selector(".date-picker__part-left")
right_part = page.query_selector(".date-picker__part-right")
left_part.query_selector(".date-picker__next").click()
right_part.query_selector(".date-picker__next").click()
if current.month == 12:
current = datetime(current.year + 1, 1, 1)
else:
current = datetime(current.year, current.month + 1, 1)
browser.close()
if all_data:
df = pd.DataFrame(all_data)
df = df.drop_duplicates()
df = df.sort_values(by=["Date", "Time"])
filename = f"mql5_calendar_{first_year}_{last_year}.csv"
df.to_csv(filename, index=False, encoding="utf-8-sig")
print(f"Ready! Saved in: {filename} ({len(df)} rows)")
return df
else:
print("No data in")
return None
if __name__ == "__main__":
try:
first_year = int(input("Please input the first year you wanna scrape data: "))
last_year = int(input("Please input the last year you wanna scrape data: "))
first_month = int(input("Please input the first month you wanna scrape data: "))
last_month = int(input("Please input the last month you wanna scrape data: "))
scrape_mql5_calendar(first_year, last_year, first_month, last_month)
except ValueError:
print("\n[Error]: Please enter only numbers (integers) for years and months.")
except KeyboardInterrupt:
print("\n\n[Stopped]: Process interrupted by the user. Goodbye!")
except Exception as e:
print(f"\n[Unexpected Error]: {e}")