DATA

The economy 's temperature will be taken from several vantage points this week , with readings on trade , output , housing and inflation 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The most troublesome report may be the August merchandise trade deficit due out tomorrow .	{"root_mar":[0.00046,0.04278,0.00318,0.02658,0.81361,0.00722,0.00012,0.00358,0.00181,0.0039,0.0555,0.01481,0.01329,0.01116,0.00199],"edge_mar":[[0.00001,0.00547,0.00046,0.00141,0.00181,0.00064,0.00008,0.0007,0.00019,0.0004,0.00323,0.00218,0.00412,0.00141,0.00457],[0.03106,0.00001,0.00741,0.03896,0.03961,0.00594,0.0007,0.00546,0.00246,0.00457,0.04092,0.01994,0.04426,0.01539,0.04322],[0.05262,0.0926,0.00001,0.00438,0.01286,0.00424,0.00054,0.00365,0.00149,0.00255,0.02064,0.01378,0.02736,0.00792,0.02277],[0.68689,0.48222,0.88936,0.00001,0.03067,0.01203,0.00132,0.00887,0.00324,0.00479,0.03566,0.0241,0.04137,0.01124,0.01922],[0.07,0.15054,0.05708,0.78512,0.00001,0.95864,0.00186,0.02081,0.01172,0.01872,0.15244,0.052,0.10952,0.04269,0.69319],[0.00637,0.02242,0.00383,0.03075,0.00087,0.00001,0.00577,0.06404,0.04978,0.05223,0.38609,0.07994,0.23084,0.05576,0.04778],[0.00119,0.0046,0.00047,0.00169,0.00148,0.00013,0.00001,0.00174,0.00023,0.00054,0.00094,0.00187,0.0043,0.00124,0.00388],[0.01946,0.02727,0.00341,0.01391,0.01524,0.00223,0.08927,0.00001,0.00365,0.00675,0.02238,0.01097,0.01784,0.01109,0.01992],[0.02987,0.0338,0.00692,0.02511,0.0224,0.00264,0.62113,0.52733,0.00001,0.00977,0.02105,0.02239,0.05205,0.01374,0.01624],[0.03046,0.03158,0.00794,0.02228,0.0172,0.00202,0.15574,0.29555,0.4658,0.00001,0.01913,0.03952,0.07041,0.02136,0.01803],[0.03478,0.03211,0.00889,0.02204,0.01483,0.00146,0.10626,0.05142,0.45327,0.87152,0.00001,0.15207,0.09814,0.03323,0.01737],[0.00566,0.02657,0.00228,0.00653,0.00948,0.00083,0.00272,0.00404,0.00122,0.01095,0.07502,0.00001,0.26542,0.01651,0.02052],[0.00267,0.0118,0.00118,0.00533,0.00585,0.00046,0.001,0.00225,0.00077,0.00158,0.04031,0.01418,0.00001,0.75398,0.04215],[0.02746,0.03142,0.00712,0.01452,0.01264,0.00122,0.01315,0.00973,0.00416,0.01131,0.12239,0.54965,0.01936,0.00001,0.02914],[0.00104,0.00482,0.00048,0.00138,0.00145,0.0003,0.00034,0.00083,0.00021,0.00042,0.00428,0.00261,0.0017,0.00327,0.00001]],"gold_arcs":[[-1,4],[2,1],[3,0],[3,2],[4,3],[4,5],[4,14],[5,10],[9,8],[10,6],[10,7],[10,9],[10,12],[12,11],[12,13]]}
The trade gap is expected to widen to about $ 9 billion from July 's $ 7.6 billion , according to a survey by MMS International , a unit of McGraw - Hill Inc. , New York 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Thursday 's report on the September consumer price index is expected to rise , although not as sharply as the 0.9 % gain reported Friday in the producer price index 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That gain was being cited as a reason the stock market was down early in Friday 's session , before it got started on its reckless 190 - point plunge 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Economists are divided as to how much manufacturing strength they expect to see in September reports on industrial production and capacity utilization , also due tomorrow 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Meanwhile , September housing starts , due Wednesday , are thought to have inched upward .	{"root_mar":[0.0141,0.00228,0.00386,0.00185,0.04843,0.00129,0.03172,0.01504,0.00092,0.64696,0.01357,0.00315,0.00187,0.21166,0.00286,0.00043],"edge_mar":[[0.00001,0.06758,0.00697,0.00567,0.03458,0.02087,0.02475,0.01654,0.01342,0.02684,0.00714,0.00404,0.00215,0.01505,0.01727,0.00999],[0.01045,0.00001,0.00093,0.00083,0.00536,0.00261,0.00329,0.00211,0.00227,0.00365,0.001,0.00046,0.00032,0.00186,0.00164,0.00143],[0.16968,0.11862,0.00001,0.00657,0.01329,0.04072,0.02453,0.02677,0.04336,0.01836,0.00623,0.00239,0.00196,0.01248,0.00878,0.00788],[0.08896,0.18221,0.47552,0.00001,0.00797,0.04519,0.05106,0.02835,0.04371,0.02767,0.01205,0.00465,0.00215,0.01846,0.01085,0.00665],[0.07504,0.11362,0.4222,0.94376,0.00001,0.36914,0.17087,0.04503,0.05967,0.05084,0.01955,0.00563,0.00371,0.02803,0.01622,0.01253],[0.00441,0.00329,0.00116,0.0007,0.00421,0.00001,0.00612,0.00381,0.00192,0.0033,0.00096,0.00053,0.0003,0.00198,0.00151,0.00121],[0.03777,0.01105,0.00446,0.00203,0.0614,0.01727,0.00001,0.06405,0.01628,0.0472,0.01363,0.01301,0.00304,0.02335,0.01991,0.01035],[0.02425,0.02712,0.01625,0.00314,0.04035,0.06669,0.26106,0.00001,0.30324,0.02454,0.00891,0.00318,0.00216,0.01616,0.00933,0.00791],[0.00422,0.0023,0.00065,0.00026,0.00345,0.00296,0.00754,0.00632,0.00001,0.00217,0.00125,0.00078,0.00031,0.00214,0.00156,0.00118],[0.20286,0.18082,0.0234,0.0124,0.41646,0.20667,0.18772,0.55604,0.29437,0.00001,0.88694,0.05361,0.01677,0.12561,0.08461,0.26953],[0.06521,0.02036,0.00613,0.00291,0.03931,0.01625,0.0384,0.04923,0.02488,0.0041,0.00001,0.89385,0.01562,0.11161,0.06099,0.0205],[0.01517,0.00537,0.00216,0.00119,0.01586,0.00397,0.01348,0.01234,0.00521,0.00145,0.0004,0.00001,0.93852,0.16499,0.03024,0.00981],[0.03633,0.01584,0.00408,0.00269,0.03446,0.01039,0.02467,0.02065,0.01197,0.00335,0.00133,0.00014,0.00001,0.26396,0.14334,0.03061],[0.22222,0.23866,0.02845,0.01454,0.25055,0.18849,0.13408,0.13917,0.17234,0.12914,0.02438,0.01386,0.01035,0.00001,0.58484,0.60014],[0.0242,0.00852,0.00299,0.00117,0.01962,0.00601,0.01662,0.01157,0.00512,0.0086,0.002,0.00055,0.0006,0.00222,0.00001,0.00987],[0.0051,0.00234,0.00081,0.0003,0.00469,0.00148,0.00411,0.00296,0.00131,0.00183,0.00064,0.00016,0.00016,0.00045,0.00606,0.00001]],"gold_arcs":[[-1,9],[4,2],[4,3],[4,5],[4,6],[4,8],[6,7],[9,0],[9,1],[9,4],[9,10],[9,15],[10,11],[11,12],[12,13],[13,14]]}
`` There 's a possibility of a surprise '' in the trade report , said Michael Englund , director of research at MMS 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A widening of the deficit , if it were combined with a stubbornly strong dollar , would exacerbate trade problems -- but the dollar weakened Friday as stocks plummeted 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In any event , Mr. Englund and many others say that the easy gains in narrowing the trade gap have already been made 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viz.py

from __future__ import division
import numpy as np
import sys,random,math
import ujson

print """
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8" />
<style>
td { text-align: center }
</style>
</head>
<body>
"""

import plots
def cell(p):
    return plots.circle(p*100)
    #h = '{:.3f}'.format(p)
    #h = plots.circle(p*100, text=h)
    #return h

def xml_escape(s):
  return s.replace("&","&amp;").replace("<","&lt;").replace(">","&gt;")

def r():
  return 2*(random.random() - 1) * 5


def svg_deps(text_tokens, dep_pairs):
    tokens = []
    token_info = []
    N = len(text_tokens)

    theta_start=  math.pi * 1.3
    theta_end  = -math.pi * 0.3
    theta_incr = -(theta_start - theta_end) / N
    width = 700
    height = 700
    horz_radius = width/2
    vert_radius = height/2
    leftmar,rightmar = 100,100
    topmar,botmar = 0,50
    cx,cy = (width/2 +leftmar, height/2 +rightmar)

    for i,tok in enumerate(text_tokens):
        theta = theta_start + theta_incr*i

        # reverse delta on 'y' because SVG coordinates are reversed
        info = dict(theta=theta, 
                tx = cx + math.cos(theta)*horz_radius,
                ty = cy - math.sin(theta)*vert_radius,
                px = cx + math.cos(theta)*horz_radius*.96,
                py = cy - math.sin(theta)*vert_radius*.96,
        )
        #print info
        #info = dict(x=i*70 + 50, y=100)
        token_info.append(info)
        left = theta > math.pi/2
        info['anchor'] = 'end' if left else 'start'
        tokens.append("""
            <text x={tx} y={ty} fill=black text-anchor="{anchor}">{text}</text>
            """.format(text=xml_escape(tok.encode('utf8')), **info))
        tokens.append("""
            <circle cx="{px}" cy="{py}" r="1" stroke="blue"
            stroke-width="1" fill="black"/>""".format(**info))
        
    edges = []
    eps = 10
    for (head,child),is_gold,mar in dep_pairs:
        x1,y1 = token_info[child]['px'] , token_info[child]['py'] 
        x2,y2 = token_info[head]['px']  , token_info[head]['py']
        dx,dy = x2-x1, y2-y1
        sdx,sdy = np.sign(dx), np.sign(dy)
        ex,ey = sdx*eps, sdy*eps
        if abs(ex)>abs(dx/5): ex = dx/5
        if abs(ey)>abs(dy/5): ey = dy/5

        x1,y1 = x1+ex*1.2, y1+ey*1.2
        x2,y2 = x2-ex, y2-ey

        #if typ=='gold':
        #    col = "rgb(0,0,200)"
        #    stroke_width = 1
        #    tri = 'TriGold'
        #elif typ=='mar':

        if is_gold:
            if mar < 0.1:
                col = "rgb(200,0,200)"
                tri = 'tri_purple'
            else:
                col = "rgb(0,0,200)"
                tri = 'tri_blue'
        elif mar < 0.5:
            col = "rgb({g},{g},{g})".format(g=220)
            tri = 'tri_gray'
        elif mar >= 0.5:
            col = "rgb(0,100,0)"
            tri = 'tri_green'

        if not is_gold and mar < 0.1:
            continue
        stroke_width = 1 + mar*5

        h = """
        <line x1="{x1}" y1="{y1}" x2="{x2}" y2="{y2}"
            style="stroke:{col}; stroke-width:{stroke_width}"
            marker-end="url(#{tri})"
        />""".format(**locals())
        edges.append(h)

    svg = '\n'.join(tokens)
    svg +='\n'.join(edges)
    #svg += "<text x={cx} y={cy} fill=black>[C]</text>".format(**locals())

    tri_template = """
        <marker id="{name}"
            viewBox="0 0 10 10" refX="0" refY="5" 
            fill="{col}"
            markerUnits="strokeWidth"
            markerWidth="5" markerHeight="5"
            orient="auto">
            <path d="M 0 0 L 10 5 L 0 10 z" />
        </marker>
    """    
    svg = """
    <defs>
        {} {} {} {}
    </defs>
    """.format(
            tri_template.format(name='tri_blue',col='blue'),
            tri_template.format(name='tri_green',col='green'),
            tri_template.format(name='tri_gray',col='gray'),
            tri_template.format(name='tri_purple',col='purple'),
    ) + svg
    svg = "<svg width={outer_width} height={outer_height}>{svg}</svg>".format(
            outer_width =  (leftmar+rightmar +width),
            outer_height = (botmar+topmar + height),
            svg=svg)
    return svg

for line in sys.stdin:
    tokens, mars = line.split('\t')
    tokens = tokens.decode('utf8').split()
    mars = ujson.loads(mars)

    print "<hr>"
    print ' '.join(tokens)
    print "<br>"
    N = len(tokens)
    root_mar,edge_mar = mars['root_mar'], mars['edge_mar']
    edge_mar = np.array(edge_mar)
    assert N==len(root_mar) and N==len(edge_mar[0])

    #print "<table cellpadding=3 border=1 cellspacing=0>"
    #print "<tr>", "<td>", "<td>ROOT",  ''.join('<td>' + tok for tok in tokens)
    #for child in range(N):
    #    print "<tr><td>", tokens[child]
    #    print "<td>", cell(root_mar[child])
    #    for head in range(N):
    #        print "<td>", cell(edge_mar[head][child])
    #print "</table>"

    gold_arcs = set((h,c) for h,c in mars['gold_arcs'])
    arcs = []
    for h in range(N):
        for c in range(N):
            if h==c: continue
            arcs.append( ( (h,c), (h,c) in gold_arcs, edge_mar[h,c] )) 

    erecall = 0
    decacc = 0
    for h,c in mars['gold_arcs']:
        erecall += edge_mar[h][c]
        decacc += int(edge_mar[:,c].argmax() == h)
    erecall = erecall / (len(tokens) - 1)
    decacc = decacc / (len(tokens) - 1)
    print "<small>(edge-only metrics excluding root)"
    print "ERecall = {:.3f}  MBRDecAcc = {:.3f}".format(erecall, decacc)
    print "</small>"
    print "<br>"

    #svg = svg_deps(['ROOT'] + tokens, mars['gold_arcs'])
    svg = svg_deps(tokens, arcs)
    print svg