You can run scrapy from your script (https://scrapy.readthedocs.io/en/latest/topics/practices.html#run-from-script), for example:
import scrapy
from scrapy.crawler import CrawlerProcess
class YourSpider(scrapy.Spider):
# Your spider definition
process = CrawlerProcess()
process.crawl(YourSpider)
process.start()