Пример #1
0
def load_external_hit(url="http://65.215.1.20/faces/simp_sim3.py",
                      assignments=1,
                      input="1",
                      title="A nice HIT",
                      description="Please help with our AI task",
                      reward="0.15",
                      duration=900,
                      autoapproval=259200,
                      approvalrate=95,
                      height=500,
                      keywords="image, similarity",
                      numapproved=48,
                      comment=None):
    ell = locals()
    label = get_next_label()
    input2 = log_root + "/" + label + ".input"
    question2 = log_root + "/" + label + ".question"
    properties2 = log_root + "/" + label + ".properties"
    itmpl = tools.my_read(input_template)
    qtmpl = tools.my_read(question_template)
    ptmpl = tools.my_read(properties_template)
    st = string.Template(itmpl).substitute(ell)
    tools.my_write(input2, input_shortcutifier(st))
    st = string.Template(qtmpl).substitute(ell)
    tools.my_write(question2, st)
    st = string.Template(ptmpl).substitute(ell)
    tools.my_write(properties2, st)
    return load_hit_helper(label, input2, question2, properties2, comment)
Пример #2
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def load_external_hit(url="http://65.215.1.20/faces/simp_sim3.py",assignments=1,input="1",title="A nice HIT",description="Please help with our AI task",reward="0.15",duration=900,autoapproval=259200,approvalrate=95,height=500,keywords="image, similarity",numapproved=48,comment=None):    
    ell = locals()
    label = get_next_label()
    input2 = log_root+"/"+label+".input"
    question2 = log_root+"/"+label+".question"
    properties2 = log_root+"/"+label+".properties"
    itmpl=tools.my_read(input_template)
    qtmpl=tools.my_read(question_template)
    ptmpl=tools.my_read(properties_template)
    st = string.Template(itmpl).substitute(ell)
    tools.my_write(input2,input_shortcutifier(st))
    st = string.Template(qtmpl).substitute(ell)
    tools.my_write(question2,st)
    st = string.Template(ptmpl).substitute(ell)
    tools.my_write(properties2,st)
    return load_hit_helper(label,input2,question2,properties2, comment)
Пример #3
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def get_agreement(filename):
    s = tools.my_read(filename).strip().splitlines()
    trips = {}
    for l in s:
        (a, b, c, e) = l.split()
        a = int(a)
        b = int(b)
        c = int(c)
        tb = min(b, c)
        tc = max(b, c)
        if b < c:
            y = 1
        else:
            y = 0
        if (a, tb, tc) not in trips:
            trips[(a, tb, tc)] = [0, 0]
        trips[(a, tb, tc)][y] = trips[(a, tb, tc)][y] + 1
    v = trips.values()
    data = []
    for (a, b) in v:
        if (a + b > 1):
            data.append((a * (a - 1.) + b * (b - 1.)) / (
                (a + b) *
                (a + b - 1.)))  # double count agreement and disagreement pairs
    r = scipy.stats.morestats.bayes_mvs(data, 0.95)[0]
    print "Mean", r[0], "  95% confidence interval", r[1]
    print "This corresponds to a signal of ", 0.5 + np.sqrt(r[0] / 2. - 1 / 4.)
    return r[0]
Пример #4
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def read_out_files(fnames):
    if type(fnames)!=list:
        fnames = [fnames]
    res = []
    for f in fnames:
        res += [map(int,i.split()[:3]) for i in tools.my_read(f).strip().splitlines()]
    return res
Пример #5
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def create_info(dir):
    if dir[-1] != "/" and dir[-1] != "\\":
        dir += "/"
    assert not os.path.exists(dir + "info.csv")
    ids = tools.my_read(dir + "ids.txt").strip().splitlines()
    n = len(ids)
    print n, "ids."
    rs = []
    atts = [i for i in os.listdir(dir) if "." not in i]
    print "Attributes:", atts
    for i in range(n):
        r = {"id": i, "image": ids[i]}
        for att in atts:
            if att[:4] != "att_":
                the_att = "att_" + att
            else:
                the_att = att
            if os.path.exists(dir + att + "/1/" + ids[i]):
                r[the_att] = 1
            else:
                if os.path.exists(dir + att + "/0/" + ids[i]):
                    r[the_att] = 0
                else:
                    r[the_att] = -100
        rs.append(r)
    f = open(dir + "info.csv", "wb")
    c = csv.DictWriter(f, sorted(rs[0].keys()))
    header = {}
    for k in rs[0].keys():
        header[k] = k
    c.writerow(header)
    c.writerows(rs)
    f.close()
Пример #6
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def get_agreement(filename):
    s = tools.my_read(filename).strip().splitlines()
    trips = {}
    for l in s:
        (a,b,c,e) = l.split()
        a = int(a)
        b = int(b)
        c = int(c)
        tb = min(b,c)
        tc = max(b,c)
        if b<c:
            y = 1
        else:
            y = 0
        if (a,tb,tc) not in trips:
            trips[(a,tb,tc)]=[0,0]
        trips[(a,tb,tc)][y]=trips[(a,tb,tc)][y]+1
    v = trips.values()
    data = []
    for (a,b) in v:
        if(a+b>1):
            data.append( (a*(a-1.)+b*(b-1.))/((a+b)*(a+b-1.))) # double count agreement and disagreement pairs
    r =scipy.stats.morestats.bayes_mvs(data, 0.95)[0]
    print "Mean",r[0], "  95% confidence interval",r[1]
    print "This corresponds to a signal of ", 0.5+np.sqrt(r[0]/2.-1/4.)
    return r[0]
Пример #7
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def create_info(dir):
    if dir[-1]!="/" and dir[-1]!="\\":
        dir+="/"
    assert not os.path.exists(dir+"info.csv")
    ids = tools.my_read(dir+"ids.txt").strip().splitlines()
    n = len(ids)
    print n,"ids."
    rs = []
    atts = [i for i in os.listdir(dir) if "." not in i]
    print "Attributes:",atts
    for i in range(n):
            r = { "id": i, "image": ids[i] }
            for att in atts:
                if att[:4]!="att_":
                    the_att="att_"+att
                else:
                    the_att = att
                if os.path.exists(dir+att+"/1/"+ids[i]):
                    r[the_att] = 1
                else:
                    if os.path.exists(dir+att+"/0/"+ids[i]):
                        r[the_att] = 0
                    else:
                        r[the_att] = -100
            rs.append(r)
    f=open(dir+"info.csv","wb")
    c = csv.DictWriter(f,sorted(rs[0].keys()))
    header = {}
    for k in rs[0].keys():
        header[k]=k
    c.writerow(header)
    c.writerows(rs)
    f.close()
Пример #8
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def out2trips(filename):
    lst = []  
    lines = tools.my_read(filename).splitlines()
    for l in lines:
        (a,b,c,d) = l.split()
        if a!=b and a!=c:
            lst.append((int(a),int(b),int(c)))
        else:
            print "dumb trip"
    return lst
Пример #9
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def py_to_server(label="test", pycontents=None):
    if pycontents == None:
        pycontents = tools.my_read(exp_root + "/to_server.py")
    label = str(label)
    url = "http://65.215.1.20/faces/add_exp.py?"
    url += urllib.urlencode([("name", label), ("contents", pycontents)])
    f = urllib2.urlopen(url)
    r = f.read().strip()
    assert r == "<html>SUCCESS</html>"
    return "http://65.215.1.20/faces/exps/" + label + ".py"
Пример #10
0
def out2trips(filename):
    lst = []
    lines = tools.my_read(filename).splitlines()
    for l in lines:
        (a, b, c, d) = l.split()
        if a != b and a != c:
            lst.append((int(a), int(b), int(c)))
        else:
            print "dumb trip"
    return lst
Пример #11
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def read_out_files(fnames):
    if type(fnames) != list:
        fnames = [fnames]
    res = []
    for f in fnames:
        res += [
            map(int,
                i.split()[:3]) for i in tools.my_read(f).strip().splitlines()
        ]
    return res
Пример #12
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def py_to_server(label="test",pycontents=None):
    if pycontents == None:
        pycontents = tools.my_read(exp_root+"/to_server.py")
    label=str(label)
    url = "http://65.215.1.20/faces/add_exp.py?"
    url += urllib.urlencode([("name",label),("contents",pycontents)])
    f=urllib2.urlopen(url)
    r = f.read().strip()
    assert r=="<html>SUCCESS</html>"
    return "http://65.215.1.20/faces/exps/"+label+".py"
Пример #13
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def read_model(model_file):
    d = tools.my_read(model_file).strip().splitlines()
    assert(d[9][-20:].strip()=="port vectors plus 1")
    num_vectors = int(d[9].split()[0])-1
    thresh = float(d[10].split()[0])
    #print num_vectors, thresh
    alphas = np.array([[float(t.split()[0]) for t in d[11:]]])
    #print len(alphas)
    svs = np.array([[float(t.split(":")[1]) for t in r.strip().split()[1:-2]] for r in d[11:]])
    w = np.dot(alphas,svs)
    return w, thresh 
Пример #14
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def test_omers_fit():
    print "Testing Omer's neckties"
    adaptive_trips = read_out_files(glob.glob("c:/sim/turkexps/neckties/small/*.out"))
    print len(adaptive_trips),"adaptive trips"
    random_trips = read_out_files(glob.glob("c:/sim/turkexps/neckties/small/random/*.out"))
    print len(random_trips),"random trips"
    control_trips = read_out_files(glob.glob("c:/sim/turkexps/neckties/small/control/*.out"))
    print len(control_trips),"control trips"
    M = np.array([[float(b) for b in a.split()] for a in tools.my_read("c:/users/adum/simexp/matlab/neckties_fit_5.txt").strip().splitlines()])
    S = np.dot(M,M.T)
    #grad_proj2(random_trips,control_trips,step_size=5,its=2,Sinit=S)
    print "n=",S.shape[0]
    show_nn(S)
    show_posts(S,random_trips)
    doppel_trips(S,random_trips) #also loads posts from file
Пример #15
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def test_omers_fit():
    print "Testing Omer's neckties"
    adaptive_trips = read_out_files(
        glob.glob("c:/sim/turkexps/neckties/small/*.out"))
    print len(adaptive_trips), "adaptive trips"
    random_trips = read_out_files(
        glob.glob("c:/sim/turkexps/neckties/small/random/*.out"))
    print len(random_trips), "random trips"
    control_trips = read_out_files(
        glob.glob("c:/sim/turkexps/neckties/small/control/*.out"))
    print len(control_trips), "control trips"
    M = np.array([[float(b) for b in a.split()] for a in tools.my_read(
        "c:/users/adum/simexp/matlab/neckties_fit_5.txt").strip().splitlines()
                  ])
    S = np.dot(M, M.T)
    #grad_proj2(random_trips,control_trips,step_size=5,its=2,Sinit=S)
    print "n=", S.shape[0]
    show_nn(S)
    show_posts(S, random_trips)
    doppel_trips(S, random_trips)  #also loads posts from file
Пример #16
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def create_data(dir,att,info_file,fit_file,data_file):
    x = tools.my_read(fit_file).strip().splitlines()
    x = [[float(zz) for zz in z.split()] for z in x]
    m = len(x)
    d = len(x[0])
    
    f = open(info_file,"r")
    csvr = csv.DictReader(f)
    y = [int(r[att]) for r in csvr]
    f.close()
    st = ""
    for i in range(m):
        if y[i]!=-100:
            if y[i]==1:
                st+="+1"
            else: #translate 0 to -1
                st+="-1" 
            for j in range(d):
                st+=" "+str(j+1)+":"+str(x[i][j])
            st+=" # "+str(i)
            st+="\n"
    st = st.strip()
    tools.my_write(data_file,st)   
    return (x,y)
Пример #17
0
#print "or"
#print "checktrips.py batch_id, where batch_id is the integer id of the batch"
#print "or"
#print "checktrips.py outfileloc"

if len(sys.argv) == 2:
    label = sys.argv[1].strip()
else:
    label = str(turk.get_last_label())

if "\\" in label or "." in label or "/" in label:
    label = label.replace("/", "\\")
    count = 0
    fname = ""
    for filename in glob.glob(turk.log_root + "/*.out_file_loc"):
        if tools.my_read(filename).strip().replace("/", "\\") == label:
            fname = filename
            count += 1
    if count > 1:
        print "Found more than one .out_file_loc file pointing to", label
        print "Exiting..."
        exit(0)
    if count == 0:
        print "Couldn't find any .out_file_loc file pointing to", label
        print "Maybe try absolute path"
        exit(0)
    label = fname[fname.rindex("\\") + 1:-13]
    print label

trips = tools.remove_comments(
    tools.my_read(turk.log_root + "/" + label + ".trips").strip().split("\n"))
Пример #18
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if len(sys.argv)!=4 and len(sys.argv)!=3:
    print "Usage: runtrips.py config_file trips_file output_file"
    print " or"
    print "Usage: runtrips.py config_file trips_file"
    print "in which case the output file is trips_file.out"
    exit(1)

if len(sys.argv)==3:
    (a,b,c) = sys.argv[2].rpartition(".")
    if b=="":
        sys.argv.append(sys.argv[2]+".out")
    else:
        sys.argv.append(a+".out")
    print "outfile "+sys.argv[-1]

config = tools.remove_comments(tools.my_read(sys.argv[1]).split("\n"))
trips = tools.remove_comments(tools.my_read(sys.argv[2]).strip().split("\n"))

db = config[0]
payment = config[1]
assert float(payment)<0.9  #make sure we don't pay more than 90 cents/hit!
height = config[2]
comment = config[3]
#see if line 4 has an integer
try:
    reps = int(config[4])
    instructions = string.join(config[5:],"\n")
except:
    reps = 1
    instructions = string.join(config[4:],"\n")
Пример #19
0
s+='var datab = "'+db+'";\n'

def list_to_str(lst):
    res = "["
    for i in lst:
        if type(i)==list:
            res+=list_to_str(i)
        else:
            res+=str(i)
        res+=","
    if res[-1]==",":
        return res[:-1] + "]"
    return res+"]"
    
tree = []
inf = tools.my_read(infile).splitlines()
for line in inf:
    (a,b) = line.split(":")
    tree.append([a.split(),b.split()])
    
s+='var tree = '+list_to_str(tree)+";\n"
s+='var ids = ['
ids = tools.my_read(dataroot+"/"+db+"/ids.txt").splitlines()
for i in ids:
    s+='"'+i+'",'
s=s[:-1]
s+='];\n'

s+= '</script></head>\n'
s+= tools.my_read(htmlfile)
tools.my_write(outfile,s)
Пример #20
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def im_filename(j):
    global filenames
    if filenames == None:
        filenames = tools.my_read(fdir + "/ids.txt").strip().splitlines()
    return fdir + "\\" + filenames[j]
Пример #21
0
@author: adum
"""

import tools, turk, csv
from numpy import *
import matplotlib.pyplot as plt
import Tkinter
from PIL import Image, ImageTk
import random

#trip_file = "c:/sim/turkexps/fonts/fonts1.out"
trip_file = "c:/sim/fonts10000.out"

ids = []
id_locs = tools.my_read("c:/matlab/fonts/ids.txt").strip().split("\n")

txt = tools.my_read(trip_file).strip().split("\n")
txt2 = [l.split() for l in txt]
trips = [(int(l[0]), int(l[1]), int(l[2])) for l in txt2]
for t in trips:
    for i in t:
        if i not in ids:
            ids.append(i)

trips2 = [(ids.index(a), ids.index(b), ids.index(c)) for (a, b, c) in trips]

n = len(ids)
print n

Пример #22
0
# -*- coding: utf-8 -*-
"""
Created on Wed Oct 06 08:08:39 2010

@author: adum
"""

import tools, numpy
import random


coords = tools.my_read("c:/sim/tsp/fonts.txt").strip().splitlines()
M = []
for x in coords:
    (a,b,c)=x.split()
    M.append((float(a),float(b),float(c)))
    
print len(M)


def draw_fonts(f,title):
    res="<table width=300 border=1>"
    res+="<tr><td><u>"+title+"</u></td></tr>"
    for i in f:
        res+='<tr><td><font face="'+i+'">'+i+'</font></td></tr>\n'
    res+="</table>\n"
    return res

def font_dist(i,j):
#    if i==5:
#        return 0
Пример #23
0
def list_to_str(lst):
    res = "["
    for i in lst:
        if type(i) == list:
            res += list_to_str(i)
        else:
            res += str(i)
        res += ","
    if res[-1] == ",":
        return res[:-1] + "]"
    return res + "]"


tree = []
inf = tools.my_read(infile).splitlines()
for line in inf:
    (a, b) = line.split(":")
    tree.append([a.split(), b.split()])

s += 'var tree = ' + list_to_str(tree) + ";\n"
s += 'var ids = ['
ids = tools.my_read(dataroot + "/" + db + "/ids.txt").splitlines()
for i in ids:
    s += '"' + i + '",'
s = s[:-1]
s += '];\n'

s += '</script></head>\n'
s += tools.my_read(htmlfile)
tools.my_write(outfile, s)
Пример #24
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def im_filename(j):
    global filenames
    if filenames==None:
        filenames = tools.my_read(fdir+"/ids.txt").strip().splitlines()
    return fdir+"\\"+filenames[j]
Пример #25
0
]


def remove_comments(s):
    if type(s) == list:
        return [remove_comments(i) for i in s]
    if s.find("#") != -1:
        return s[:s.index("#")].strip()
    return s.strip()


if len(sys.argv) != 4:
    print "Usage: runtrips.py config_file trips_file output_file"
    exit(1)

config = remove_comments(tools.my_read(sys.argv[1]).split("\n"))
trips = remove_comments(tools.my_read(sys.argv[2]).strip().split("\n"))

db = config[0]
payment = config[1]
assert float(payment) < 0.9  #make sure we don't pay more than 90 cents/hit!
height = config[2]
comment = config[3]
instructions = string.join(config[4:], "\n")
if "%s" not in instructions:
    print "Instructions should have %s in them!"

inst_shortcut = turk.shortcut_to_server(instructions)

trips = [i.split() for i in trips]
#print trips
Пример #26
0
@author: adum
"""

import tools, turk, csv
from numpy import *
import matplotlib.pyplot as plt
import Tkinter
from PIL import Image, ImageTk
import random

#trip_file = "c:/sim/turkexps/fonts/fonts1.out"
trip_file = "c:/sim/fonts10000.out"

ids = []
id_locs = tools.my_read("c:/matlab/fonts/ids.txt").strip().split("\n")

txt = tools.my_read(trip_file).strip().split("\n")
txt2 = [l.split() for l in txt]
trips = [(int(l[0]),int(l[1]),int(l[2])) for l in txt2]
for t in trips:
    for i in t:
        if i not in ids:
            ids.append(i)

trips2 = [ (ids.index(a),ids.index(b),ids.index(c)) for (a,b,c) in trips]

n = len(ids)
print n

Пример #27
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#print "or"
#print "checktrips.py batch_id, where batch_id is the integer id of the batch"

if len(sys.argv)==2:
    label = sys.argv[1].strip()
else:
    label = str(turk.get_last_label())



if "\\" in label or "." in label or "/" in label:
    label=label.replace("/","\\")
    count = 0
    fname = ""
    for filename in glob.glob(turk.log_root+"/*.out_file_loc"):
        if tools.my_read(filename).strip().replace("/","\\")==label:
            fname = filename
            count += 1
    if count>1:
        print "Found more than one .out_file_loc file pointing to",label
        print "Exiting..."
        exit(0)
    if count==0:
        print "Couldn't find any .out_file_loc file pointing to",label
        print "Maybe try absolute path"
        exit(0)
    label = fname[fname.rindex("\\")+1:-13]
    print label
        
        
trips = tools.remove_comments(tools.my_read(turk.log_root+"/"+label+".trips").strip().split("\n"))