RecommenderSystem/GetFeatures.py at master · Freya02/RecommenderSystem · GitHub

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import re
import os as op
import VeeQuestCrawler.VeeQuestCrawler.spiders.featurecrawler as crawler
import DatabaseConnection as db
from scrapy.crawler import CrawlerProcess
import ramandsdprocessing as getramandsd
import Constants
"""process = CrawlerProcess({
    'USER_AGENT': 'Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1)'
})
process.crawl(crawler.QuotesSpider)
process.start()"""
global phonename
phonename=""
def getPhoneFeatures():
    file=open(Constants.base_file+"\\ScrapedPages\\gsmarenaFeatures\\Page.txt","r")
    features={}
    global rear,front
    for words in file:
        regex=re.search('data-spec="[a-zA-Z0-9]*">[a-zA-Z0-9 (),:~+&.\/-]*',words)
        regex1=re.search('<td class="ttl"\><a href="glossary.php3\?term=camera"\>[a-zA-Z]*<\/a></td>',words)
        if regex1:
            temp=regex1.group(0)
            if("Single" in temp or "Dual" in temp or "Triple" in temp or "Quad" in temp):
                rear=temp[52:]
        regex1=re.search('<td class="ttl"\><a href="glossary.php3\?term=secondary-camera"\>[a-zA-Z]*<\/a></td>',words)
        if regex1:
            temp=regex1.group(0)
            if("Single" in temp or "Dual" in temp or "Triple" in temp or "Quad" in temp):
                front=temp[62:]
        if regex:
            temp=regex.group(0)
            temp=temp[11:]
            temp=temp.split("\">")
            print (temp)
            features[temp[0]]=temp[1]
    values=[]
    cursor=db.mydb.cursor()
    phoneid=cursor.rowcount+1
    values.append(phoneid)
    values.append(features["modelname"].lower())
    phonename=features["modelname"].lower()
    temp=features["year"]
    if temp=="-":
        values.append(0)
        values.append(0)
    else:
        year=temp[0:4]
        values.append(int(year))
        month=temp[6:]
        switcher = {"January":1,"February":2,"March":3,"April":4,"May":5,"June":6,"July":7,
                "August":8,"September":9,"October":10,"November":11,"December":12}
        values.append(switcher[month])

    if features["weight"]!="-":
        values.append(int(features["weight"][0:3]))
    else:
        values.append(0)

    if features["displaysize"]!="-":
        values.append(float(features["displaysize"][0:4]))
    else:
        values.append(0)

    if features["displayresolution"] != "-":
        values.append(features["displayresolution"][20:25])
    else:
        values.append("")
    ostype = features["os"].split(" ")
    if ostype[0]!="-":
        values.append(ostype[0])
    else:
        values.append("")
    if ostype[1]!="-":
        values.append(ostype[1])
    else:
        values.append(0)

    if features["chipset"]!="-":
        values.append(features["chipset"])
    else:
        values.append("")

    if features["cpu"] != "-":
        values.append(features["cpu"])
    else:
        values.append("")
    if features["gpu"] != "":
        values.append(features["gpu"])
    else:
        values.append("")

    rmp=features["cam1modules"].split(" ")
    #try:
    rmp=float(rmp[0])
    #catch:
    values.append(rmp)
    if "Single" in rear:
        values.append(1)
    elif "Dual" in rear:
        values.append(2)
    elif "Triple" in rear:
        values.append(3)
    elif "Quad" in rear:
        values.append(4)
    else:
        values.append(0)
    fmp=features["cam2modules"].split(" ")
    fmp=float(fmp[0])
    values.append(fmp)
    if "Single" in front:
        values.append(1)
    elif "Dual" in front:
        values.append(2)
    elif "Triple" in front:
        values.append(3)
    elif "Quad" in front:
        values.append(4)
    else:
        values.append(0)
    if "Fingerprint" in features["sensors"]:
        values.append(True)
    else:
        values.append(False)
    if "gyro" in features["sensors"]:
        values.append(True)
    else:
        values.append(False)
    bat=features["batdescription1"].split(" ")
    for word in bat:
        try:
            values.append(int(word))
        except ValueError:
            continue
    try:
        pr=features["price"].split(" ")
        for word in pr:
            try:
                values.append(int(word)*80-2000)
            except ValueError:
                print()
    except KeyError:
        values.append(0)
    query="insert into phonefeatures values(%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s)"
    values=tuple(values)
    cursor.execute(query,values)
    db.mydb.commit()
    variants=features["internalmemory"]
    querystmt="SELECT phoneID FROM `phonefeatures` WHERE ModelName=\""+features["modelname"]+"\""
    cursor.execute(querystmt)
    phid = cursor.fetchone()
    variants=getramandsd.getRamAndSD(phid[0],variants)
    for info in variants:
        query="insert into phonevariants values(%s,%s,%s)"
        values=tuple(info)
        cursor=db.mydb.cursor(buffered=True)
        print("------------------------------------------------------------------",values)
        #if len(values)==3:
        cursor.execute(query,values)
        db.mydb.commit()
    return phonename
def getPhoneName():
    return phonename