Mapper.py

#!/usr/bin/env python
# coding=utf-8

import json
import string
import sys
import sys
reload(sys)
sys.setdefaultencoding('utf-8')



def hashtable():
    table=dict()
    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ercuts","undercutting","underdog","underestimate","underlings","undermine","undermined","undermines","undermining","underpaid","underpowered","undersized","undesirable","undetermined","undid","undignified","undissolved","undocumented","undone","undue","unease","uneasily","uneasiness","uneasy","uneconomical","unemployed","unequal","unethical","uneven","uneventful","unexpected","unexpectedly","unexplained","unfairly","unfaithful","unfaithfully","unfamiliar","unfavorable","unfeeling","unfinished","unfit","unforeseen","unforgiving","unfortunate","unfortunately","unfounded","unfriendly","unfulfilled","unfunded","ungovernable","ungrateful","unhappily","unhappiness","unhappy","unhealthy","unhelpful","unilateralism","unimaginable","unimaginably","unimportant","uninformed","uninsured","unintelligible","unintelligile","unipolar","unjust","unjustifiable","unjustifiably","unjustified","unjustly","unkind","unkindly","unknown","unlamentable","unlamentably","unlawful","unlawfully","unlawfulness","unleash","unlicensed","unlikely","unlucky","unmoved","unnatural","unnaturally","unnecessary","unneeded","unnerve","unnerved","unnerving","unnervingly","unnoticed","unobserved","unorthodox","unorthodoxy","unpleasant","unpleasantries","unpopular","unpredictable","unprepared","unproductive","unprofitable","unprove","unproved","unproven","unproves","unproving","unqualified","unravel","unraveled","unreachable","unreadable","unrealistic","unreasonable","unreasonably","unrelenting","unrelentingly","unreliability","unreliable","unresolved","unresponsive","unrest","unruly","unsafe","unsatisfactory","unsavory","unscrupulous","unscrupulously","unsecure","unseemly","unsettle","unsettled","unsettling","unsettlingly","unskilled","unsophisticated","unsound","unspeakable","unspeakablely","unspecified","unstable","unsteadily","unsteadiness","unsteady","unsuccessful","unsuccessfully","unsupported","unsupportive","unsure","unsuspecting","unsustainable","untenable","untested","unthinkable","unthinkably","untimely","untouched","untrue","untrustworthy","untruthful","unusable","unusably","unuseable","unuseably","unusual","unusually","unviewable","unwanted","unwarranted","unwatchable","unwelcome","unwell","unwieldy","unwilling","unwillingly","unwillingness","unwise","unwisely","unworkable","unworthy","unyielding","upbraid","upheaval","uprising","uproar","uproarious","uproariously","uproarous","uproarously","uproot","upset","upseting","upsets","upsetting","upsettingly","urgent","useless","usurp","usurper","utterly","vagrant","vague","vagueness","vain","vainly","vanity","vehement","vehemently","vengeance","vengeful","vengefully","vengefulness","venom","venomous","venomously","vent","vestiges","vex","vexation","vexing","vexingly","vibrate","vibrated","vibrates","vibrating","vibration","vice","vicious","viciously","viciousness","victimize","vile","vileness","vilify","villainous","villainously","villains","villian","villianous","villianously","villify","vindictive","vindictively","vindictiveness","violate","violation","violator","violators","violent","violently","viper","virulence","virulent","virulently","virus","vociferous","vociferously","volatile","volatility","vomit","vomited","vomiting","vomits","vulgar","vulnerable","wack","wail","wallow","wane","waning","wanton","war-like","warily","wariness","warlike","warned","warning","warp","warped","wary","washed-out","waste","wasted","wasteful","wastefulness","wasting","water-down","watered-down","wayward","weak","weaken","weakening","weaker","weakness","weaknesses","weariness","wearisome","weary","wedge","weed","weep","weird","weirdly","wheedle","whimper","whine","whining","whiny","whips","whore","whores","wicked","wickedly","wickedness","wild","wildly","wiles","wilt","wily","wimpy","wince","wobble","wobbled","wobbles","woe","woebegone","woeful","woefully","womanizer","womanizing","worn","worried","worriedly","worrier","worries","worrisome","worry","worrying","worryingly","worse","worsen","worsening","worst","worthless","worthlessly","worthlessness","wound","wounds","wrangle","wrath","wreak","wreaked","wreaks","wreck","wrest","wrestle","wretch","wretched","wretchedly","wretchedness","wrinkle","wrinkled","wrinkles","wrip","wripped","wripping","writhe","wrong","wrongful","wrongly","wrought","yawn","zap","zapped","zaps","zealot","zealous","zealously","zombie"]        
    for word in positive:
        word=word.lower()
        word=word.strip()
        if word in table:
            continue
        else:
            table[word]=1
    for word in negative:
        word=word.lower()
        word=word.strip()
        if word in table:
            continue
        else:
            table[word]=-1
    return (table)

def mapper():
    quote="'"
    checkTable=hashtable()
    count=1
    for dataFile in sys.stdin:
        dataSet=json.loads(dataFile)
        doc = len(dataSet['response']['docs'])
        for i in range(doc):
            positive=0
            negative=0
            date = dataSet['response']['docs'][i]['pub_date']
            leadPara=dataSet['response']['docs'][i]['lead_paragraph']
            if(leadPara is not None):
                leadPara = leadPara.encode("utf8")
            abstract=dataSet['response']['docs'][i]['abstract']
            snippet=dataSet['response']['docs'][i]['snippet']
            webURL = dataSet['response']['docs'][i]['web_url'] 
            if(leadPara is not None):
                for word in leadPara.split():
                    leadPara = leadPara.lower()
                    word = word.strip(string.punctuation + string.digits)
                    if(checkTable.get(word)==1):
                        positive=positive+1
                    elif(checkTable.get(word)==-1):
                        negative=negative+1
                if (positive!=0)and (negative!=0):
                    print "{0}\t{1}\t{2}{3}{4}\t{5}\t{6}".format(date, webURL,quote, leadPara, quote, positive, negative)   
            elif(abstract is not None):
                for word in abstract.split():
                    word = word.strip(string.punctuation + string.digits)
                    if(checkTable.get(word)==1):
                        positive=positive+1
                    elif(checkTable.get(word)==-1):
                        negative=negative+1
                if (positive!=0) and (negative!=0):
                    print "{0}\t{1}\t{2}{3}{4}\t{5}\t{6}".format(date, webURL,quote, abstract, quote, positive, negative)
            elif(snippet is not None):
                for word in snippet.split():
                    word = word.strip(string.punctuation + string.digits)
                    if(checkTable.get(word)==1):
                        positive=positive+1
                    elif(checkTable.get(word)==-1):
                        negative=negative+1      
	               if((positive-negative) is not 0):
                    print "{0}\t{1}\t{2}{3}{4}\t{5}\t{6}".format(date, webURL,quote, snippet, quote, positive, negative)

mapper()