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adjusted params to nosetests, disabled pdb on failure

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This commit is contained in:
fawce
2012-02-08 16:52:30 -05:00
parent 81fe2076cb
commit 45f2476045
22 changed files with 1 additions and 3676 deletions
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.gitignore
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@@ -25,6 +25,7 @@ pip-log.txt
dist
build
eggs
cover
parts
bin
var
cover/coverage_html.js
-372
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@@ -1,372 +0,0 @@
// Coverage.py HTML report browser code.
/*jslint browser: true, sloppy: true, vars: true, plusplus: true, maxerr: 50, indent: 4 */
/*global coverage: true, document, window, $ */
coverage = {};
// Find all the elements with shortkey_* class, and use them to assign a shotrtcut key.
coverage.assign_shortkeys = function () {
$("*[class*='shortkey_']").each(function (i, e) {
$.each($(e).attr("class").split(" "), function (i, c) {
if (/^shortkey_/.test(c)) {
$(document).bind('keydown', c.substr(9), function () {
$(e).click();
});
}
});
});
};
// Create the events for the help panel.
coverage.wire_up_help_panel = function () {
$("#keyboard_icon").click(function () {
// Show the help panel, and position it so the keyboard icon in the
// panel is in the same place as the keyboard icon in the header.
$(".help_panel").show();
var koff = $("#keyboard_icon").offset();
var poff = $("#panel_icon").position();
$(".help_panel").offset({
top: koff.top-poff.top,
left: koff.left-poff.left
});
});
$("#panel_icon").click(function () {
$(".help_panel").hide();
});
};
// Loaded on index.html
coverage.index_ready = function ($) {
// Look for a cookie containing previous sort settings:
var sort_list = [];
var cookie_name = "COVERAGE_INDEX_SORT";
var i;
// This almost makes it worth installing the jQuery cookie plugin:
if (document.cookie.indexOf(cookie_name) > -1) {
var cookies = document.cookie.split(";");
for (i = 0; i < cookies.length; i++) {
var parts = cookies[i].split("=");
if ($.trim(parts[0]) === cookie_name && parts[1]) {
sort_list = eval("[[" + parts[1] + "]]");
break;
}
}
}
// Create a new widget which exists only to save and restore
// the sort order:
$.tablesorter.addWidget({
id: "persistentSort",
// Format is called by the widget before displaying:
format: function (table) {
if (table.config.sortList.length === 0 && sort_list.length > 0) {
// This table hasn't been sorted before - we'll use
// our stored settings:
$(table).trigger('sorton', [sort_list]);
}
else {
// This is not the first load - something has
// already defined sorting so we'll just update
// our stored value to match:
sort_list = table.config.sortList;
}
}
});
// Configure our tablesorter to handle the variable number of
// columns produced depending on report options:
var headers = [];
var col_count = $("table.index > thead > tr > th").length;
headers[0] = { sorter: 'text' };
for (i = 1; i < col_count-1; i++) {
headers[i] = { sorter: 'digit' };
}
headers[col_count-1] = { sorter: 'percent' };
// Enable the table sorter:
$("table.index").tablesorter({
widgets: ['persistentSort'],
headers: headers
});
coverage.assign_shortkeys();
coverage.wire_up_help_panel();
// Watch for page unload events so we can save the final sort settings:
$(window).unload(function () {
document.cookie = cookie_name + "=" + sort_list.toString() + "; path=/";
});
};
// -- pyfile stuff --
coverage.pyfile_ready = function ($) {
// If we're directed to a particular line number, highlight the line.
var frag = location.hash;
if (frag.length > 2 && frag[1] === 'n') {
$(frag).addClass('highlight');
coverage.set_sel(parseInt(frag.substr(2), 10));
}
else {
coverage.set_sel(0);
}
$(document)
.bind('keydown', 'j', coverage.to_next_chunk_nicely)
.bind('keydown', 'k', coverage.to_prev_chunk_nicely)
.bind('keydown', '0', coverage.to_top)
.bind('keydown', '1', coverage.to_first_chunk)
;
coverage.assign_shortkeys();
coverage.wire_up_help_panel();
};
coverage.toggle_lines = function (btn, cls) {
btn = $(btn);
var hide = "hide_"+cls;
if (btn.hasClass(hide)) {
$("#source ."+cls).removeClass(hide);
btn.removeClass(hide);
}
else {
$("#source ."+cls).addClass(hide);
btn.addClass(hide);
}
};
// Return the nth line div.
coverage.line_elt = function (n) {
return $("#t" + n);
};
// Return the nth line number div.
coverage.num_elt = function (n) {
return $("#n" + n);
};
// Return the container of all the code.
coverage.code_container = function () {
return $(".linenos");
};
// Set the selection. b and e are line numbers.
coverage.set_sel = function (b, e) {
// The first line selected.
coverage.sel_begin = b;
// The next line not selected.
coverage.sel_end = (e === undefined) ? b+1 : e;
};
coverage.to_top = function () {
coverage.set_sel(0, 1);
coverage.scroll_window(0);
};
coverage.to_first_chunk = function () {
coverage.set_sel(0, 1);
coverage.to_next_chunk();
};
coverage.is_transparent = function (color) {
// Different browsers return different colors for "none".
return color === "transparent" || color === "rgba(0, 0, 0, 0)";
};
coverage.to_next_chunk = function () {
var c = coverage;
// Find the start of the next colored chunk.
var probe = c.sel_end;
while (true) {
var probe_line = c.line_elt(probe);
if (probe_line.length === 0) {
return;
}
var color = probe_line.css("background-color");
if (!c.is_transparent(color)) {
break;
}
probe++;
}
// There's a next chunk, `probe` points to it.
var begin = probe;
// Find the end of this chunk.
var next_color = color;
while (next_color === color) {
probe++;
probe_line = c.line_elt(probe);
next_color = probe_line.css("background-color");
}
c.set_sel(begin, probe);
c.show_selection();
};
coverage.to_prev_chunk = function () {
var c = coverage;
// Find the end of the prev colored chunk.
var probe = c.sel_begin-1;
var probe_line = c.line_elt(probe);
if (probe_line.length === 0) {
return;
}
var color = probe_line.css("background-color");
while (probe > 0 && c.is_transparent(color)) {
probe--;
probe_line = c.line_elt(probe);
if (probe_line.length === 0) {
return;
}
color = probe_line.css("background-color");
}
// There's a prev chunk, `probe` points to its last line.
var end = probe+1;
// Find the beginning of this chunk.
var prev_color = color;
while (prev_color === color) {
probe--;
probe_line = c.line_elt(probe);
prev_color = probe_line.css("background-color");
}
c.set_sel(probe+1, end);
c.show_selection();
};
// Return the line number of the line nearest pixel position pos
coverage.line_at_pos = function (pos) {
var l1 = coverage.line_elt(1),
l2 = coverage.line_elt(2),
result;
if (l1.length && l2.length) {
var l1_top = l1.offset().top,
line_height = l2.offset().top - l1_top,
nlines = (pos - l1_top) / line_height;
if (nlines < 1) {
result = 1;
}
else {
result = Math.ceil(nlines);
}
}
else {
result = 1;
}
return result;
};
// Returns 0, 1, or 2: how many of the two ends of the selection are on
// the screen right now?
coverage.selection_ends_on_screen = function () {
if (coverage.sel_begin === 0) {
return 0;
}
var top = coverage.line_elt(coverage.sel_begin);
var next = coverage.line_elt(coverage.sel_end-1);
return (
(top.isOnScreen() ? 1 : 0) +
(next.isOnScreen() ? 1 : 0)
);
};
coverage.to_next_chunk_nicely = function () {
coverage.finish_scrolling();
if (coverage.selection_ends_on_screen() === 0) {
// The selection is entirely off the screen: select the top line on
// the screen.
var win = $(window);
coverage.select_line_or_chunk(coverage.line_at_pos(win.scrollTop()));
}
coverage.to_next_chunk();
};
coverage.to_prev_chunk_nicely = function () {
coverage.finish_scrolling();
if (coverage.selection_ends_on_screen() === 0) {
var win = $(window);
coverage.select_line_or_chunk(coverage.line_at_pos(win.scrollTop() + win.height()));
}
coverage.to_prev_chunk();
};
// Select line number lineno, or if it is in a colored chunk, select the
// entire chunk
coverage.select_line_or_chunk = function (lineno) {
var c = coverage;
var probe_line = c.line_elt(lineno);
if (probe_line.length === 0) {
return;
}
var the_color = probe_line.css("background-color");
if (!c.is_transparent(the_color)) {
// The line is in a highlighted chunk.
// Search backward for the first line.
var probe = lineno;
var color = the_color;
while (probe > 0 && color === the_color) {
probe--;
probe_line = c.line_elt(probe);
if (probe_line.length === 0) {
break;
}
color = probe_line.css("background-color");
}
var begin = probe + 1;
// Search forward for the last line.
probe = lineno;
color = the_color;
while (color === the_color) {
probe++;
probe_line = c.line_elt(probe);
color = probe_line.css("background-color");
}
coverage.set_sel(begin, probe);
}
else {
coverage.set_sel(lineno);
}
};
coverage.show_selection = function () {
var c = coverage;
// Highlight the lines in the chunk
c.code_container().find(".highlight").removeClass("highlight");
for (var probe = c.sel_begin; probe > 0 && probe < c.sel_end; probe++) {
c.num_elt(probe).addClass("highlight");
}
c.scroll_to_selection();
};
coverage.scroll_to_selection = function () {
// Scroll the page if the chunk isn't fully visible.
if (coverage.selection_ends_on_screen() < 2) {
// Need to move the page. The html,body trick makes it scroll in all
// browsers, got it from http://stackoverflow.com/questions/3042651
var top = coverage.line_elt(coverage.sel_begin);
var top_pos = parseInt(top.offset().top, 10);
coverage.scroll_window(top_pos - 30);
}
};
coverage.scroll_window = function (to_pos) {
$("html,body").animate({scrollTop: to_pos}, 200);
};
coverage.finish_scrolling = function () {
$("html,body").stop(true, true);
};
cover/index.html
-179
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@@ -1,179 +0,0 @@
<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01//EN" "http://www.w3.org/TR/html4/strict.dtd">
<html>
<head>
<meta http-equiv='Content-Type' content='text/html; charset=utf-8'>
<title>Coverage report</title>
<link rel='stylesheet' href='style.css' type='text/css'>
<script type='text/javascript' src='jquery-1.4.3.min.js'></script>
<script type='text/javascript' src='jquery.tablesorter.min.js'></script>
<script type='text/javascript' src='jquery.hotkeys.js'></script>
<script type='text/javascript' src='coverage_html.js'></script>
<script type='text/javascript' charset='utf-8'>
jQuery(document).ready(coverage.index_ready);
</script>
</head>
<body id='indexfile'>
<div id='header'>
<div class='content'>
<h1>Coverage report:
<span class='pc_cov'>36%</span>
</h1>
<img id='keyboard_icon' src='keybd_closed.png'>
</div>
</div>
<div class='help_panel'>
<img id='panel_icon' src='keybd_open.png'>
<p class='legend'>Hot-keys on this page</p>
<div>
<p class='keyhelp'>
<span class='key'>n</span>
<span class='key'>s</span>
<span class='key'>m</span>
<span class='key'>x</span>
<span class='key'>c</span> &nbsp; change column sorting
</p>
</div>
</div>
<div id='index'>
<table class='index'>
<thead>
<tr class='tablehead' title='Click to sort'>
<th class='name left headerSortDown shortkey_n'>Module</th>
<th class='shortkey_s'>statements</th>
<th class='shortkey_m'>missing</th>
<th class='shortkey_x'>excluded</th>
<th class='right shortkey_c'>coverage</th>
</tr>
</thead>
<tfoot>
<tr class='total'>
<td class='name left'>Total</td>
<td>404</td>
<td>258</td>
<td>0</td>
<td class='right'>36%</td>
</tr>
</tfoot>
<tbody>
<tr class='file'>
<td class='name left'><a href='qsim.html'>qsim</a></td>
<td>0</td>
<td>0</td>
<td>0</td>
<td class='right'>100%</td>
</tr>
<tr class='file'>
<td class='name left'><a href='qsim_data.html'>qsim.data</a></td>
<td>0</td>
<td>0</td>
<td>0</td>
<td class='right'>100%</td>
</tr>
<tr class='file'>
<td class='name left'><a href='qsim_data_equity.html'>qsim.data.equity</a></td>
<td>59</td>
<td>30</td>
<td>0</td>
<td class='right'>49%</td>
</tr>
<tr class='file'>
<td class='name left'><a href='qsim_messaging.html'>qsim.messaging</a></td>
<td>0</td>
<td>0</td>
<td>0</td>
<td class='right'>100%</td>
</tr>
<tr class='file'>
<td class='name left'><a href='qsim_simulator.html'>qsim.simulator</a></td>
<td>0</td>
<td>0</td>
<td>0</td>
<td class='right'>100%</td>
</tr>
<tr class='file'>
<td class='name left'><a href='qsim_simulator_config.html'>qsim.simulator.config</a></td>
<td>29</td>
<td>17</td>
<td>0</td>
<td class='right'>41%</td>
</tr>
<tr class='file'>
<td class='name left'><a href='qsim_simulator_feed.html'>qsim.simulator.feed</a></td>
<td>71</td>
<td>44</td>
<td>0</td>
<td class='right'>38%</td>
</tr>
<tr class='file'>
<td class='name left'><a href='qsim_transforms.html'>qsim.transforms</a></td>
<td>0</td>
<td>0</td>
<td>0</td>
<td class='right'>100%</td>
</tr>
<tr class='file'>
<td class='name left'><a href='qsim_transforms_base.html'>qsim.transforms.base</a></td>
<td>125</td>
<td>104</td>
<td>0</td>
<td class='right'>17%</td>
</tr>
<tr class='file'>
<td class='name left'><a href='qsim_transforms_technical.html'>qsim.transforms.technical</a></td>
<td>17</td>
<td>13</td>
<td>0</td>
<td class='right'>24%</td>
</tr>
<tr class='file'>
<td class='name left'><a href='qsim_util.html'>qsim.util</a></td>
<td>103</td>
<td>50</td>
<td>0</td>
<td class='right'>51%</td>
</tr>
</tbody>
</table>
</div>
<div id='footer'>
<div class='content'>
<p>
<a class='nav' href='http://nedbatchelder.com/code/coverage'>coverage.py v3.5.1</a>
</p>
</div>
</div>
</body>
</html>
cover/jquery-1.4.3.min.js
Vendored
-166
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@@ -1,166 +0,0 @@
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* http://jquery.com/
*
* Copyright 2010, John Resig
* Dual licensed under the MIT or GPL Version 2 licenses.
* http://jquery.org/license
*
* Includes Sizzle.js
* http://sizzlejs.com/
* Copyright 2010, The Dojo Foundation
* Released under the MIT, BSD, and GPL Licenses.
*
* Date: Thu Oct 14 23:10:06 2010 -0400
*/
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cover/jquery.hotkeys.js
-99
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@@ -1,99 +0,0 @@
/*
* jQuery Hotkeys Plugin
* Copyright 2010, John Resig
* Dual licensed under the MIT or GPL Version 2 licenses.
*
* Based upon the plugin by Tzury Bar Yochay:
* http://github.com/tzuryby/hotkeys
*
* Original idea by:
* Binny V A, http://www.openjs.com/scripts/events/keyboard_shortcuts/
*/
(function(jQuery){
jQuery.hotkeys = {
version: "0.8",
specialKeys: {
8: "backspace", 9: "tab", 13: "return", 16: "shift", 17: "ctrl", 18: "alt", 19: "pause",
20: "capslock", 27: "esc", 32: "space", 33: "pageup", 34: "pagedown", 35: "end", 36: "home",
37: "left", 38: "up", 39: "right", 40: "down", 45: "insert", 46: "del",
96: "0", 97: "1", 98: "2", 99: "3", 100: "4", 101: "5", 102: "6", 103: "7",
104: "8", 105: "9", 106: "*", 107: "+", 109: "-", 110: ".", 111 : "/",
112: "f1", 113: "f2", 114: "f3", 115: "f4", 116: "f5", 117: "f6", 118: "f7", 119: "f8",
120: "f9", 121: "f10", 122: "f11", 123: "f12", 144: "numlock", 145: "scroll", 191: "/", 224: "meta"
},
shiftNums: {
"`": "~", "1": "!", "2": "@", "3": "#", "4": "$", "5": "%", "6": "^", "7": "&",
"8": "*", "9": "(", "0": ")", "-": "_", "=": "+", ";": ": ", "'": "\"", ",": "<",
".": ">", "/": "?", "\\": "|"
}
};
function keyHandler( handleObj ) {
// Only care when a possible input has been specified
if ( typeof handleObj.data !== "string" ) {
return;
}
var origHandler = handleObj.handler,
keys = handleObj.data.toLowerCase().split(" ");
handleObj.handler = function( event ) {
// Don't fire in text-accepting inputs that we didn't directly bind to
if ( this !== event.target && (/textarea|select/i.test( event.target.nodeName ) ||
event.target.type === "text") ) {
return;
}
// Keypress represents characters, not special keys
var special = event.type !== "keypress" && jQuery.hotkeys.specialKeys[ event.which ],
character = String.fromCharCode( event.which ).toLowerCase(),
key, modif = "", possible = {};
// check combinations (alt|ctrl|shift+anything)
if ( event.altKey && special !== "alt" ) {
modif += "alt+";
}
if ( event.ctrlKey && special !== "ctrl" ) {
modif += "ctrl+";
}
// TODO: Need to make sure this works consistently across platforms
if ( event.metaKey && !event.ctrlKey && special !== "meta" ) {
modif += "meta+";
}
if ( event.shiftKey && special !== "shift" ) {
modif += "shift+";
}
if ( special ) {
possible[ modif + special ] = true;
} else {
possible[ modif + character ] = true;
possible[ modif + jQuery.hotkeys.shiftNums[ character ] ] = true;
// "$" can be triggered as "Shift+4" or "Shift+$" or just "$"
if ( modif === "shift+" ) {
possible[ jQuery.hotkeys.shiftNums[ character ] ] = true;
}
}
for ( var i = 0, l = keys.length; i < l; i++ ) {
if ( possible[ keys[i] ] ) {
return origHandler.apply( this, arguments );
}
}
};
}
jQuery.each([ "keydown", "keyup", "keypress" ], function() {
jQuery.event.special[ this ] = { add: keyHandler };
});
})( jQuery );
cover/jquery.isonscreen.js
-53
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@@ -1,53 +0,0 @@
/* Copyright (c) 2010
* @author Laurence Wheway
* Dual licensed under the MIT (http://www.opensource.org/licenses/mit-license.php)
* and GPL (http://www.opensource.org/licenses/gpl-license.php) licenses.
*
* @version 1.2.0
*/
(function($) {
jQuery.extend({
isOnScreen: function(box, container) {
//ensure numbers come in as intgers (not strings) and remove 'px' is it's there
for(var i in box){box[i] = parseFloat(box[i])};
for(var i in container){container[i] = parseFloat(container[i])};
if(!container){
container = {
left: $(window).scrollLeft(),
top: $(window).scrollTop(),
width: $(window).width(),
height: $(window).height()
}
}
if( box.left+box.width-container.left > 0 &&
box.left < container.width+container.left &&
box.top+box.height-container.top > 0 &&
box.top < container.height+container.top
) return true;
return false;
}
})
jQuery.fn.isOnScreen = function (container) {
for(var i in container){container[i] = parseFloat(container[i])};
if(!container){
container = {
left: $(window).scrollLeft(),
top: $(window).scrollTop(),
width: $(window).width(),
height: $(window).height()
}
}
if( $(this).offset().left+$(this).width()-container.left > 0 &&
$(this).offset().left < container.width+container.left &&
$(this).offset().top+$(this).height()-container.top > 0 &&
$(this).offset().top < container.height+container.top
) return true;
return false;
}
})(jQuery);
cover/jquery.tablesorter.min.js
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cover/qsim.html
-81
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@@ -1,81 +0,0 @@
<!doctype html PUBLIC "-//W3C//DTD html 4.01//EN" "http://www.w3.org/TR/html4/strict.dtd">
<html>
<head>
<meta http-equiv='Content-Type' content='text/html; charset=utf-8'>
<meta http-equiv='X-UA-Compatible' content='IE=emulateIE7' />
<title>Coverage for qsim: 100%</title>
<link rel='stylesheet' href='style.css' type='text/css'>
<script type='text/javascript' src='jquery-1.4.3.min.js'></script>
<script type='text/javascript' src='jquery.hotkeys.js'></script>
<script type='text/javascript' src='jquery.isonscreen.js'></script>
<script type='text/javascript' src='coverage_html.js'></script>
<script type='text/javascript' charset='utf-8'>
jQuery(document).ready(coverage.pyfile_ready);
</script>
</head>
<body id='pyfile'>
<div id='header'>
<div class='content'>
<h1>Coverage for <b>qsim</b> :
<span class='pc_cov'>100%</span>
</h1>
<img id='keyboard_icon' src='keybd_closed.png'>
<h2 class='stats'>
0 statements
<span class='run hide_run shortkey_r' onclick='coverage.toggle_lines(this, "run")'>0 run</span>
<span class='mis shortkey_m' onclick='coverage.toggle_lines(this, "mis")'>0 missing</span>
<span class='exc shortkey_x' onclick='coverage.toggle_lines(this, "exc")'>0 excluded</span>
</h2>
</div>
</div>
<div class='help_panel'>
<img id='panel_icon' src='keybd_open.png'>
<p class='legend'>Hot-keys on this page</p>
<div>
<p class='keyhelp'>
<span class='key'>r</span>
<span class='key'>m</span>
<span class='key'>x</span>
<span class='key'>p</span> &nbsp; toggle line displays
</p>
<p class='keyhelp'>
<span class='key'>j</span>
<span class='key'>k</span> &nbsp; next/prev highlighted chunk
</p>
<p class='keyhelp'>
<span class='key'>0</span> &nbsp; (zero) top of page
</p>
<p class='keyhelp'>
<span class='key'>1</span> &nbsp; (one) first highlighted chunk
</p>
</div>
</div>
<div id='source'>
<table cellspacing='0' cellpadding='0'>
<tr>
<td class='linenos' valign='top'>
</td>
<td class='text' valign='top'>
</td>
</tr>
</table>
</div>
<div id='footer'>
<div class='content'>
<p>
<a class='nav' href='index.html'>&#xab; index</a> &nbsp; &nbsp; <a class='nav' href='http://nedbatchelder.com/code/coverage'>coverage.py v3.5.1</a>
</p>
</div>
</div>
</body>
</html>
cover/qsim_data.html
-81
View File
@@ -1,81 +0,0 @@
<!doctype html PUBLIC "-//W3C//DTD html 4.01//EN" "http://www.w3.org/TR/html4/strict.dtd">
<html>
<head>
<meta http-equiv='Content-Type' content='text/html; charset=utf-8'>
<meta http-equiv='X-UA-Compatible' content='IE=emulateIE7' />
<title>Coverage for qsim.data: 100%</title>
<link rel='stylesheet' href='style.css' type='text/css'>
<script type='text/javascript' src='jquery-1.4.3.min.js'></script>
<script type='text/javascript' src='jquery.hotkeys.js'></script>
<script type='text/javascript' src='jquery.isonscreen.js'></script>
<script type='text/javascript' src='coverage_html.js'></script>
<script type='text/javascript' charset='utf-8'>
jQuery(document).ready(coverage.pyfile_ready);
</script>
</head>
<body id='pyfile'>
<div id='header'>
<div class='content'>
<h1>Coverage for <b>qsim.data</b> :
<span class='pc_cov'>100%</span>
</h1>
<img id='keyboard_icon' src='keybd_closed.png'>
<h2 class='stats'>
0 statements
<span class='run hide_run shortkey_r' onclick='coverage.toggle_lines(this, "run")'>0 run</span>
<span class='mis shortkey_m' onclick='coverage.toggle_lines(this, "mis")'>0 missing</span>
<span class='exc shortkey_x' onclick='coverage.toggle_lines(this, "exc")'>0 excluded</span>
</h2>
</div>
</div>
<div class='help_panel'>
<img id='panel_icon' src='keybd_open.png'>
<p class='legend'>Hot-keys on this page</p>
<div>
<p class='keyhelp'>
<span class='key'>r</span>
<span class='key'>m</span>
<span class='key'>x</span>
<span class='key'>p</span> &nbsp; toggle line displays
</p>
<p class='keyhelp'>
<span class='key'>j</span>
<span class='key'>k</span> &nbsp; next/prev highlighted chunk
</p>
<p class='keyhelp'>
<span class='key'>0</span> &nbsp; (zero) top of page
</p>
<p class='keyhelp'>
<span class='key'>1</span> &nbsp; (one) first highlighted chunk
</p>
</div>
</div>
<div id='source'>
<table cellspacing='0' cellpadding='0'>
<tr>
<td class='linenos' valign='top'>
</td>
<td class='text' valign='top'>
</td>
</tr>
</table>
</div>
<div id='footer'>
<div class='content'>
<p>
<a class='nav' href='index.html'>&#xab; index</a> &nbsp; &nbsp; <a class='nav' href='http://nedbatchelder.com/code/coverage'>coverage.py v3.5.1</a>
</p>
</div>
</div>
</body>
</html>
cover/qsim_data_equity.html
-241
View File
@@ -1,241 +0,0 @@
<!doctype html PUBLIC "-//W3C//DTD html 4.01//EN" "http://www.w3.org/TR/html4/strict.dtd">
<html>
<head>
<meta http-equiv='Content-Type' content='text/html; charset=utf-8'>
<meta http-equiv='X-UA-Compatible' content='IE=emulateIE7' />
<title>Coverage for qsim.data.equity: 49%</title>
<link rel='stylesheet' href='style.css' type='text/css'>
<script type='text/javascript' src='jquery-1.4.3.min.js'></script>
<script type='text/javascript' src='jquery.hotkeys.js'></script>
<script type='text/javascript' src='jquery.isonscreen.js'></script>
<script type='text/javascript' src='coverage_html.js'></script>
<script type='text/javascript' charset='utf-8'>
jQuery(document).ready(coverage.pyfile_ready);
</script>
</head>
<body id='pyfile'>
<div id='header'>
<div class='content'>
<h1>Coverage for <b>qsim.data.equity</b> :
<span class='pc_cov'>49%</span>
</h1>
<img id='keyboard_icon' src='keybd_closed.png'>
<h2 class='stats'>
59 statements
<span class='run hide_run shortkey_r' onclick='coverage.toggle_lines(this, "run")'>29 run</span>
<span class='mis shortkey_m' onclick='coverage.toggle_lines(this, "mis")'>30 missing</span>
<span class='exc shortkey_x' onclick='coverage.toggle_lines(this, "exc")'>0 excluded</span>
</h2>
</div>
</div>
<div class='help_panel'>
<img id='panel_icon' src='keybd_open.png'>
<p class='legend'>Hot-keys on this page</p>
<div>
<p class='keyhelp'>
<span class='key'>r</span>
<span class='key'>m</span>
<span class='key'>x</span>
<span class='key'>p</span> &nbsp; toggle line displays
</p>
<p class='keyhelp'>
<span class='key'>j</span>
<span class='key'>k</span> &nbsp; next/prev highlighted chunk
</p>
<p class='keyhelp'>
<span class='key'>0</span> &nbsp; (zero) top of page
</p>
<p class='keyhelp'>
<span class='key'>1</span> &nbsp; (one) first highlighted chunk
</p>
</div>
</div>
<div id='source'>
<table cellspacing='0' cellpadding='0'>
<tr>
<td class='linenos' valign='top'>
<p id='n1' class='stm run hide_run'><a href='#n1'>1</a></p>
<p id='n2' class='stm run hide_run'><a href='#n2'>2</a></p>
<p id='n3' class='stm run hide_run'><a href='#n3'>3</a></p>
<p id='n4' class='stm run hide_run'><a href='#n4'>4</a></p>
<p id='n5' class='stm run hide_run'><a href='#n5'>5</a></p>
<p id='n6' class='stm run hide_run'><a href='#n6'>6</a></p>
<p id='n7' class='stm run hide_run'><a href='#n7'>7</a></p>
<p id='n8' class='stm run hide_run'><a href='#n8'>8</a></p>
<p id='n9' class='pln'><a href='#n9'>9</a></p>
<p id='n10' class='stm run hide_run'><a href='#n10'>10</a></p>
<p id='n11' class='pln'><a href='#n11'>11</a></p>
<p id='n12' class='stm run hide_run'><a href='#n12'>12</a></p>
<p id='n13' class='stm run hide_run'><a href='#n13'>13</a></p>
<p id='n14' class='stm run hide_run'><a href='#n14'>14</a></p>
<p id='n15' class='stm run hide_run'><a href='#n15'>15</a></p>
<p id='n16' class='stm run hide_run'><a href='#n16'>16</a></p>
<p id='n17' class='stm run hide_run'><a href='#n17'>17</a></p>
<p id='n18' class='stm run hide_run'><a href='#n18'>18</a></p>
<p id='n19' class='stm run hide_run'><a href='#n19'>19</a></p>
<p id='n20' class='stm run hide_run'><a href='#n20'>20</a></p>
<p id='n21' class='pln'><a href='#n21'>21</a></p>
<p id='n22' class='stm run hide_run'><a href='#n22'>22</a></p>
<p id='n23' class='stm mis'><a href='#n23'>23</a></p>
<p id='n24' class='stm mis'><a href='#n24'>24</a></p>
<p id='n25' class='pln'><a href='#n25'>25</a></p>
<p id='n26' class='pln'><a href='#n26'>26</a></p>
<p id='n27' class='stm run hide_run'><a href='#n27'>27</a></p>
<p id='n28' class='stm mis'><a href='#n28'>28</a></p>
<p id='n29' class='stm mis'><a href='#n29'>29</a></p>
<p id='n30' class='pln'><a href='#n30'>30</a></p>
<p id='n31' class='pln'><a href='#n31'>31</a></p>
<p id='n32' class='stm mis'><a href='#n32'>32</a></p>
<p id='n33' class='stm mis'><a href='#n33'>33</a></p>
<p id='n34' class='pln'><a href='#n34'>34</a></p>
<p id='n35' class='pln'><a href='#n35'>35</a></p>
<p id='n36' class='stm mis'><a href='#n36'>36</a></p>
<p id='n37' class='pln'><a href='#n37'>37</a></p>
<p id='n38' class='stm run hide_run'><a href='#n38'>38</a></p>
<p id='n39' class='stm mis'><a href='#n39'>39</a></p>
<p id='n40' class='stm mis'><a href='#n40'>40</a></p>
<p id='n41' class='stm mis'><a href='#n41'>41</a></p>
<p id='n42' class='stm mis'><a href='#n42'>42</a></p>
<p id='n43' class='stm mis'><a href='#n43'>43</a></p>
<p id='n44' class='stm mis'><a href='#n44'>44</a></p>
<p id='n45' class='pln'><a href='#n45'>45</a></p>
<p id='n46' class='stm run hide_run'><a href='#n46'>46</a></p>
<p id='n47' class='stm mis'><a href='#n47'>47</a></p>
<p id='n48' class='stm mis'><a href='#n48'>48</a></p>
<p id='n49' class='stm mis'><a href='#n49'>49</a></p>
<p id='n50' class='pln'><a href='#n50'>50</a></p>
<p id='n51' class='stm run hide_run'><a href='#n51'>51</a></p>
<p id='n52' class='stm mis'><a href='#n52'>52</a></p>
<p id='n53' class='stm mis'><a href='#n53'>53</a></p>
<p id='n54' class='stm mis'><a href='#n54'>54</a></p>
<p id='n55' class='stm mis'><a href='#n55'>55</a></p>
<p id='n56' class='stm mis'><a href='#n56'>56</a></p>
<p id='n57' class='stm mis'><a href='#n57'>57</a></p>
<p id='n58' class='stm mis'><a href='#n58'>58</a></p>
<p id='n59' class='pln'><a href='#n59'>59</a></p>
<p id='n60' class='stm run hide_run'><a href='#n60'>60</a></p>
<p id='n61' class='pln'><a href='#n61'>61</a></p>
<p id='n62' class='stm run hide_run'><a href='#n62'>62</a></p>
<p id='n63' class='stm run hide_run'><a href='#n63'>63</a></p>
<p id='n64' class='stm run hide_run'><a href='#n64'>64</a></p>
<p id='n65' class='stm run hide_run'><a href='#n65'>65</a></p>
<p id='n66' class='pln'><a href='#n66'>66</a></p>
<p id='n67' class='stm run hide_run'><a href='#n67'>67</a></p>
<p id='n68' class='stm mis'><a href='#n68'>68</a></p>
<p id='n69' class='stm mis'><a href='#n69'>69</a></p>
<p id='n70' class='stm mis'><a href='#n70'>70</a></p>
<p id='n71' class='pln'><a href='#n71'>71</a></p>
<p id='n72' class='stm mis'><a href='#n72'>72</a></p>
<p id='n73' class='stm mis'><a href='#n73'>73</a></p>
<p id='n74' class='stm mis'><a href='#n74'>74</a></p>
<p id='n75' class='stm mis'><a href='#n75'>75</a></p>
<p id='n76' class='pln'><a href='#n76'>76</a></p>
<p id='n77' class='pln'><a href='#n77'>77</a></p>
<p id='n78' class='pln'><a href='#n78'>78</a></p>
<p id='n79' class='pln'><a href='#n79'>79</a></p>
<p id='n80' class='pln'><a href='#n80'>80</a></p>
</td>
<td class='text' valign='top'>
<p id='t1' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>datetime</span><span class='strut'>&nbsp;</span></p>
<p id='t2' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>zmq</span><span class='strut'>&nbsp;</span></p>
<p id='t3' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>json</span><span class='strut'>&nbsp;</span></p>
<p id='t4' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>pytz</span><span class='strut'>&nbsp;</span></p>
<p id='t5' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>copy</span><span class='strut'>&nbsp;</span></p>
<p id='t6' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>multiprocessing</span><span class='strut'>&nbsp;</span></p>
<p id='t7' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>logging</span><span class='strut'>&nbsp;</span></p>
<p id='t8' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>random</span><span class='strut'>&nbsp;</span></p>
<p id='t9' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t10' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>qsim</span><span class='op'>.</span><span class='nam'>util</span> <span class='key'>as</span> <span class='nam'>qutil</span><span class='strut'>&nbsp;</span></p>
<p id='t11' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t12' class='stm run hide_run'><span class='key'>class</span> <span class='nam'>DataSource</span><span class='op'>(</span><span class='nam'>object</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t13' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>__init__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>feed</span><span class='op'>,</span> <span class='nam'>source_id</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t14' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>source_id</span>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='op'>=</span> <span class='nam'>source_id</span><span class='strut'>&nbsp;</span></p>
<p id='t15' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>qutil</span><span class='op'>.</span><span class='nam'>logger</span><span class='strut'>&nbsp;</span></p>
<p id='t16' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed</span>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>feed</span><span class='strut'>&nbsp;</span></p>
<p id='t17' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>sync</span>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>qutil</span><span class='op'>.</span><span class='nam'>FeedSync</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed</span><span class='op'>,</span> <span class='nam'>str</span><span class='op'>(</span><span class='nam'>source_id</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t18' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_address</span>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed</span><span class='op'>.</span><span class='nam'>data_address</span><span class='strut'>&nbsp;</span></p>
<p id='t19' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;data address is {ds}&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>ds</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed</span><span class='op'>.</span><span class='nam'>data_address</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t20' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>cur_event</span> <span class='op'>=</span> <span class='nam'>None</span><span class='strut'>&nbsp;</span></p>
<p id='t21' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t22' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>start</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t23' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>proc</span> <span class='op'>=</span> <span class='nam'>multiprocessing</span><span class='op'>.</span><span class='nam'>Process</span><span class='op'>(</span><span class='nam'>target</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>run</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t24' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>proc</span><span class='op'>.</span><span class='nam'>start</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t25' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t26' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t27' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>open</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t28' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;starting data source:{source_id} on {addr}&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>source_id</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>source_id</span><span class='op'>,</span> <span class='nam'>addr</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed</span><span class='op'>.</span><span class='nam'>data_address</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t29' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>context</span> <span class='op'>=</span> <span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>Context</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t30' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t31' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#create the data sink. Based on http://zguide.zeromq.org/py:tasksink2 </span><span class='strut'>&nbsp;</span></p>
<p id='t32' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_socket</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>context</span><span class='op'>.</span><span class='nam'>socket</span><span class='op'>(</span><span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>PUSH</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t33' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_socket</span><span class='op'>.</span><span class='nam'>connect</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_address</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t34' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t35' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#signal we are ready</span><span class='strut'>&nbsp;</span></p>
<p id='t36' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>sync</span><span class='op'>.</span><span class='nam'>confirm</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t37' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t38' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>run</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t39' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>try</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t40' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>open</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t41' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>send_all</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t42' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>close</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t43' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>except</span> <span class='nam'>Exception</span> <span class='key'>as</span> <span class='nam'>err</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t44' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>exception</span><span class='op'>(</span><span class='str'>&quot;Unexpected failure running datasource - {name}.&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>name</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>source_id</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t45' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t46' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>send</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>event</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t47' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>event</span><span class='op'>[</span><span class='str'>&#39;s&#39;</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>source_id</span><span class='strut'>&nbsp;</span></p>
<p id='t48' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>event</span><span class='op'>[</span><span class='str'>&#39;type&#39;</span><span class='op'>]</span> <span class='op'>=</span> <span class='str'>&#39;event&#39;</span><span class='strut'>&nbsp;</span></p>
<p id='t49' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_socket</span><span class='op'>.</span><span class='nam'>send</span><span class='op'>(</span><span class='nam'>json</span><span class='op'>.</span><span class='nam'>dumps</span><span class='op'>(</span><span class='nam'>event</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t50' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t51' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>close</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t52' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>done_msg</span> <span class='op'>=</span> <span class='op'>{</span><span class='op'>}</span><span class='strut'>&nbsp;</span></p>
<p id='t53' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>done_msg</span><span class='op'>[</span><span class='str'>&#39;type&#39;</span><span class='op'>]</span> <span class='op'>=</span> <span class='str'>&#39;DONE&#39;</span><span class='strut'>&nbsp;</span></p>
<p id='t54' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>done_msg</span><span class='op'>[</span><span class='str'>&#39;s&#39;</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>source_id</span><span class='strut'>&nbsp;</span></p>
<p id='t55' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_socket</span><span class='op'>.</span><span class='nam'>send</span><span class='op'>(</span><span class='nam'>json</span><span class='op'>.</span><span class='nam'>dumps</span><span class='op'>(</span><span class='nam'>done_msg</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t56' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_socket</span><span class='op'>.</span><span class='nam'>close</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t57' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>context</span><span class='op'>.</span><span class='nam'>term</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t58' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;finished processing data source&quot;</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t59' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t60' class='stm run hide_run'><span class='key'>class</span> <span class='nam'>RandomEquityTrades</span><span class='op'>(</span><span class='nam'>DataSource</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t61' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t62' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>__init__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>sid</span><span class='op'>,</span> <span class='nam'>feed</span><span class='op'>,</span> <span class='nam'>source_id</span><span class='op'>,</span> <span class='nam'>count</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t63' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>DataSource</span><span class='op'>.</span><span class='nam'>__init__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>feed</span><span class='op'>,</span> <span class='nam'>source_id</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t64' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>count</span> <span class='op'>=</span> <span class='nam'>count</span><span class='strut'>&nbsp;</span></p>
<p id='t65' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>sid</span> <span class='op'>=</span> <span class='nam'>sid</span><span class='strut'>&nbsp;</span></p>
<p id='t66' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t67' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>send_all</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t68' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>trade_start</span> <span class='op'>=</span> <span class='nam'>datetime</span><span class='op'>.</span><span class='nam'>datetime</span><span class='op'>.</span><span class='nam'>now</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t69' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>minute</span> <span class='op'>=</span> <span class='nam'>datetime</span><span class='op'>.</span><span class='nam'>timedelta</span><span class='op'>(</span><span class='nam'>minutes</span><span class='op'>=</span><span class='num'>1</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t70' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>price</span> <span class='op'>=</span> <span class='nam'>random</span><span class='op'>.</span><span class='nam'>uniform</span><span class='op'>(</span><span class='num'>5.0</span><span class='op'>,</span><span class='num'>50.0</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t71' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t72' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>for</span> <span class='nam'>i</span> <span class='key'>in</span> <span class='nam'>range</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>count</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t73' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>price</span> <span class='op'>=</span> <span class='nam'>price</span> <span class='op'>+</span> <span class='nam'>random</span><span class='op'>.</span><span class='nam'>uniform</span><span class='op'>(</span><span class='op'>-</span><span class='num'>0.05</span><span class='op'>,</span><span class='num'>0.05</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t74' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>event</span> <span class='op'>=</span> <span class='op'>{</span><span class='str'>&#39;sid&#39;</span><span class='op'>:</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>sid</span><span class='op'>,</span> <span class='str'>&#39;dt&#39;</span><span class='op'>:</span><span class='nam'>qutil</span><span class='op'>.</span><span class='nam'>format_date</span><span class='op'>(</span><span class='nam'>trade_start</span> <span class='op'>+</span> <span class='op'>(</span><span class='nam'>minute</span> <span class='op'>*</span> <span class='nam'>i</span><span class='op'>)</span><span class='op'>)</span><span class='op'>,</span><span class='str'>&#39;price&#39;</span><span class='op'>:</span><span class='nam'>price</span><span class='op'>,</span> <span class='str'>&#39;volume&#39;</span><span class='op'>:</span><span class='nam'>random</span><span class='op'>.</span><span class='nam'>randrange</span><span class='op'>(</span><span class='num'>100</span><span class='op'>,</span><span class='num'>10000</span><span class='op'>,</span><span class='num'>100</span><span class='op'>)</span><span class='op'>}</span><span class='strut'>&nbsp;</span></p>
<p id='t75' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>send</span><span class='op'>(</span><span class='nam'>event</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t76' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t77' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t78' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t79' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t80' class='pln'><span class='strut'>&nbsp;</span></p>
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<title>Coverage for qsim.messaging: 100%</title>
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<h1>Coverage for <b>qsim.messaging</b> :
<span class='pc_cov'>100%</span>
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0 statements
<span class='run hide_run shortkey_r' onclick='coverage.toggle_lines(this, "run")'>0 run</span>
<span class='mis shortkey_m' onclick='coverage.toggle_lines(this, "mis")'>0 missing</span>
<span class='exc shortkey_x' onclick='coverage.toggle_lines(this, "exc")'>0 excluded</span>
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cover/qsim_simulator.html
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<title>Coverage for qsim.simulator: 100%</title>
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<h1>Coverage for <b>qsim.simulator</b> :
<span class='pc_cov'>100%</span>
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0 statements
<span class='run hide_run shortkey_r' onclick='coverage.toggle_lines(this, "run")'>0 run</span>
<span class='mis shortkey_m' onclick='coverage.toggle_lines(this, "mis")'>0 missing</span>
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cover/qsim_simulator_config.html
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<title>Coverage for qsim.simulator.config: 41%</title>
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<h1>Coverage for <b>qsim.simulator.config</b> :
<span class='pc_cov'>41%</span>
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29 statements
<span class='run hide_run shortkey_r' onclick='coverage.toggle_lines(this, "run")'>12 run</span>
<span class='mis shortkey_m' onclick='coverage.toggle_lines(this, "mis")'>17 missing</span>
<span class='exc shortkey_x' onclick='coverage.toggle_lines(this, "exc")'>0 excluded</span>
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<p id='n43' class='stm mis'><a href='#n43'>43</a></p>
</td>
<td class='text' valign='top'>
<p id='t1' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>json</span><span class='strut'>&nbsp;</span></p>
<p id='t2' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t3' class='stm run hide_run'><span class='key'>class</span> <span class='nam'>Config</span><span class='op'>(</span><span class='nam'>object</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t4' class='pln'>&nbsp; &nbsp; <span class='str'>&quot;&quot;&quot; Name/Value configuration object with type-safe accessors and json serialization/deserialization.&quot;&quot;&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t5' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t6' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>__init__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>props</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t7' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>store</span> <span class='op'>=</span> <span class='nam'>props</span><span class='strut'>&nbsp;</span></p>
<p id='t8' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t9' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>__setitem__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span><span class='nam'>key</span><span class='op'>,</span><span class='nam'>value</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t10' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>store</span><span class='op'>[</span><span class='nam'>key</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>value</span><span class='strut'>&nbsp;</span></p>
<p id='t11' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t12' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>__getitem__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>key</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t13' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>store</span><span class='op'>.</span><span class='nam'>has_key</span><span class='op'>(</span><span class='nam'>key</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t14' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>store</span><span class='op'>[</span><span class='nam'>key</span><span class='op'>]</span><span class='strut'>&nbsp;</span></p>
<p id='t15' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t16' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>__getattr__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span><span class='nam'>attrname</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t17' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>store</span><span class='op'>.</span><span class='nam'>has_key</span><span class='op'>(</span><span class='nam'>attrname</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t18' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>store</span><span class='op'>[</span><span class='nam'>attrname</span><span class='op'>]</span><span class='strut'>&nbsp;</span></p>
<p id='t19' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>else</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t20' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>raise</span> <span class='nam'>AttributeError</span><span class='op'>(</span><span class='str'>&quot;No attribute named {name}&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>name</span><span class='op'>=</span><span class='nam'>attrname</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t21' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t22' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>get_integer</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>name</span><span class='op'>,</span> <span class='nam'>default</span><span class='op'>=</span><span class='num'>0</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t23' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>get_value</span><span class='op'>(</span><span class='nam'>name</span><span class='op'>,</span> <span class='nam'>default</span><span class='op'>,</span> <span class='nam'>type</span><span class='op'>(</span><span class='num'>1</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t24' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t25' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>get_string</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>name</span><span class='op'>,</span> <span class='nam'>default</span><span class='op'>=</span><span class='str'>&#39;&#39;</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t26' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>get_value</span><span class='op'>(</span><span class='nam'>name</span><span class='op'>,</span> <span class='nam'>default</span><span class='op'>,</span> <span class='nam'>type</span><span class='op'>(</span><span class='str'>&#39;&#39;</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t27' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t28' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>get_float</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>name</span><span class='op'>,</span> <span class='nam'>default</span><span class='op'>=</span><span class='num'>0.0</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t29' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>get_value</span><span class='op'>(</span><span class='nam'>name</span><span class='op'>,</span> <span class='nam'>default</span><span class='op'>,</span> <span class='nam'>type</span><span class='op'>(</span><span class='num'>1.0</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t30' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t31' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>get_value</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>name</span><span class='op'>,</span> <span class='nam'>default</span><span class='op'>,</span> <span class='nam'>expected_type</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t32' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>store</span><span class='op'>.</span><span class='nam'>has_key</span><span class='op'>(</span><span class='nam'>name</span><span class='op'>)</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t33' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>val</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>store</span><span class='op'>[</span><span class='nam'>name</span><span class='op'>]</span><span class='strut'>&nbsp;</span></p>
<p id='t34' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span> <span class='nam'>isinstance</span><span class='op'>(</span><span class='nam'>val</span><span class='op'>,</span> <span class='nam'>expected_type</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t35' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>val</span><span class='strut'>&nbsp;</span></p>
<p id='t36' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>else</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t37' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>default</span><span class='strut'>&nbsp;</span></p>
<p id='t38' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t39' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>to_json</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t40' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>json</span><span class='op'>.</span><span class='nam'>dumps</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>store</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t41' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t42' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>from_json</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>json_string</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t43' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>store</span> <span class='op'>=</span> <span class='nam'>json</span><span class='op'>.</span><span class='nam'>loads</span><span class='op'>(</span><span class='nam'>json_string</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
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<title>Coverage for qsim.simulator.feed: 38%</title>
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<h1>Coverage for <b>qsim.simulator.feed</b> :
<span class='pc_cov'>38%</span>
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71 statements
<span class='run hide_run shortkey_r' onclick='coverage.toggle_lines(this, "run")'>27 run</span>
<span class='mis shortkey_m' onclick='coverage.toggle_lines(this, "mis")'>44 missing</span>
<span class='exc shortkey_x' onclick='coverage.toggle_lines(this, "exc")'>0 excluded</span>
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</td>
<td class='text' valign='top'>
<p id='t1' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t2' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>qsim</span><span class='op'>.</span><span class='nam'>data</span><span class='op'>.</span><span class='nam'>equity</span> <span class='key'>as</span> <span class='nam'>qequity</span><span class='strut'>&nbsp;</span></p>
<p id='t3' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>qsim</span><span class='op'>.</span><span class='nam'>util</span> <span class='key'>as</span> <span class='nam'>qutil</span><span class='strut'>&nbsp;</span></p>
<p id='t4' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>zmq</span><span class='strut'>&nbsp;</span></p>
<p id='t5' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>time</span><span class='strut'>&nbsp;</span></p>
<p id='t6' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>logging</span><span class='strut'>&nbsp;</span></p>
<p id='t7' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>json</span><span class='strut'>&nbsp;</span></p>
<p id='t8' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t9' class='stm run hide_run'><span class='key'>class</span> <span class='nam'>DataFeed</span><span class='op'>(</span><span class='nam'>object</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t10' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t11' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>__init__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>config</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t12' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span> <span class='op'>=</span> <span class='nam'>qutil</span><span class='op'>.</span><span class='nam'>logger</span><span class='strut'>&nbsp;</span></p>
<p id='t13' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t14' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_address</span> <span class='op'>=</span> <span class='str'>&quot;tcp://127.0.0.1:{port}&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>port</span><span class='op'>=</span><span class='num'>10101</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t15' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>sync_address</span> <span class='op'>=</span> <span class='str'>&quot;tcp://127.0.0.1:{port}&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>port</span><span class='op'>=</span><span class='num'>10102</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t16' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_address</span> <span class='op'>=</span> <span class='str'>&quot;tcp://127.0.0.1:{port}&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>port</span><span class='op'>=</span><span class='num'>10103</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t17' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t18' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>client_register</span> <span class='op'>=</span> <span class='op'>{</span><span class='op'>}</span><span class='strut'>&nbsp;</span></p>
<p id='t19' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t20' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_workers</span> <span class='op'>=</span> <span class='op'>{</span><span class='op'>}</span><span class='strut'>&nbsp;</span></p>
<p id='t21' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>config</span> <span class='op'>=</span> <span class='nam'>config</span><span class='strut'>&nbsp;</span></p>
<p id='t22' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>for</span> <span class='nam'>name</span><span class='op'>,</span> <span class='nam'>info</span> <span class='key'>in</span> <span class='nam'>config</span><span class='op'>.</span><span class='nam'>iteritems</span><span class='op'>(</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t23' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>info</span><span class='op'>[</span><span class='str'>&#39;class&#39;</span><span class='op'>]</span> <span class='op'>==</span> <span class='str'>&quot;EquityMinuteTrades&quot;</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t24' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>emt</span> <span class='op'>=</span> <span class='nam'>EquityMinuteTrades</span><span class='op'>(</span><span class='nam'>info</span><span class='op'>[</span><span class='str'>&#39;sid&#39;</span><span class='op'>]</span><span class='op'>,</span> <span class='nam'>self</span><span class='op'>,</span> <span class='nam'>name</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t25' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_workers</span><span class='op'>[</span><span class='nam'>name</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>emt</span><span class='strut'>&nbsp;</span></p>
<p id='t26' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>elif</span><span class='op'>(</span><span class='nam'>info</span><span class='op'>[</span><span class='str'>&#39;class&#39;</span><span class='op'>]</span> <span class='op'>==</span> <span class='str'>&quot;RandomEquityTrades&quot;</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t27' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>ret</span> <span class='op'>=</span> <span class='nam'>qequity</span><span class='op'>.</span><span class='nam'>RandomEquityTrades</span><span class='op'>(</span><span class='nam'>info</span><span class='op'>[</span><span class='str'>&#39;sid&#39;</span><span class='op'>]</span><span class='op'>,</span> <span class='nam'>self</span><span class='op'>,</span> <span class='nam'>name</span><span class='op'>,</span> <span class='nam'>info</span><span class='op'>[</span><span class='str'>&#39;count&#39;</span><span class='op'>]</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t28' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_workers</span><span class='op'>[</span><span class='nam'>name</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>ret</span><span class='strut'>&nbsp;</span></p>
<p id='t29' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t30' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span> <span class='op'>=</span> <span class='nam'>qutil</span><span class='op'>.</span><span class='nam'>ParallelBuffer</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_workers</span><span class='op'>.</span><span class='nam'>keys</span><span class='op'>(</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t31' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t32' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>start_data_workers</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t33' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='str'>&quot;&quot;&quot;Start a sub-process for each datasource.&quot;&quot;&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t34' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>for</span> <span class='nam'>source_id</span><span class='op'>,</span> <span class='nam'>source</span> <span class='key'>in</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_workers</span><span class='op'>.</span><span class='nam'>iteritems</span><span class='op'>(</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t35' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;starting {id}&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>id</span><span class='op'>=</span><span class='nam'>source_id</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t36' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>source</span><span class='op'>.</span><span class='nam'>start</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t37' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;ds processes launched&quot;</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t38' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t39' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>register_sync</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>sync_id</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t40' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>client_register</span><span class='op'>[</span><span class='nam'>sync_id</span><span class='op'>]</span> <span class='op'>=</span> <span class='str'>&quot;UNCONFIRMED&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t41' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t42' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>registration_complete</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t43' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>for</span> <span class='nam'>sync_id</span><span class='op'>,</span> <span class='nam'>status</span> <span class='key'>in</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>client_register</span><span class='op'>.</span><span class='nam'>iteritems</span><span class='op'>(</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t44' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span> <span class='nam'>status</span> <span class='op'>==</span> <span class='str'>&quot;UNCONFIRMED&quot;</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t45' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>False</span><span class='strut'>&nbsp;</span></p>
<p id='t46' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t47' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>True</span><span class='strut'>&nbsp;</span></p>
<p id='t48' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t49' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>sync_clients</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t50' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'># Socket to receive signals</span><span class='strut'>&nbsp;</span></p>
<p id='t51' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;waiting for all datasources and clients to be ready&quot;</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t52' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>syncservice</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>context</span><span class='op'>.</span><span class='nam'>socket</span><span class='op'>(</span><span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>REP</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t53' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>syncservice</span><span class='op'>.</span><span class='nam'>bind</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>sync_address</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t54' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t55' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>while</span> <span class='key'>not</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>registration_complete</span><span class='op'>(</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t56' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='com'># wait for synchronization request</span><span class='strut'>&nbsp;</span></p>
<p id='t57' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>msg</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>syncservice</span><span class='op'>.</span><span class='nam'>recv</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t58' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>client_register</span><span class='op'>[</span><span class='nam'>msg</span><span class='op'>]</span> <span class='op'>=</span> <span class='str'>&quot;CONFIRMED&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t59' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#self.logger.info(&quot;confirmed {id}&quot;.format(id=msg))</span><span class='strut'>&nbsp;</span></p>
<p id='t60' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='com'># send synchronization reply</span><span class='strut'>&nbsp;</span></p>
<p id='t61' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>syncservice</span><span class='op'>.</span><span class='nam'>send</span><span class='op'>(</span><span class='str'>&#39;CONFIRMED&#39;</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t62' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t63' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>syncservice</span><span class='op'>.</span><span class='nam'>close</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t64' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;sync&#39;d all datasources and clients&quot;</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t65' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t66' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>run</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t67' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'># Prepare our context and sockets</span><span class='strut'>&nbsp;</span></p>
<p id='t68' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>context</span> <span class='op'>=</span> <span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>Context</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t69' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t70' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>ds_finished_counter</span> <span class='op'>=</span> <span class='num'>0</span><span class='strut'>&nbsp;</span></p>
<p id='t71' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t72' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#create the data sink. Based on http://zguide.zeromq.org/py:tasksink2 </span><span class='strut'>&nbsp;</span></p>
<p id='t73' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#see: http://zguide.zeromq.org/py:taskwork2</span><span class='strut'>&nbsp;</span></p>
<p id='t74' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_socket</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>context</span><span class='op'>.</span><span class='nam'>socket</span><span class='op'>(</span><span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>PULL</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t75' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_socket</span><span class='op'>.</span><span class='nam'>bind</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_address</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t76' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t77' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#create the feed</span><span class='strut'>&nbsp;</span></p>
<p id='t78' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>context</span><span class='op'>.</span><span class='nam'>socket</span><span class='op'>(</span><span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>PUB</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t79' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span><span class='op'>.</span><span class='nam'>bind</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_address</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t80' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t81' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>out_socket</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span><span class='strut'>&nbsp;</span></p>
<p id='t82' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t83' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#start the data source workers</span><span class='strut'>&nbsp;</span></p>
<p id='t84' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>start_data_workers</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t85' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t86' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#wait for all feed subscribers</span><span class='strut'>&nbsp;</span></p>
<p id='t87' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>sync_clients</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t88' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t89' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;entering feed loop on {addr}&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>addr</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_address</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t90' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t91' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>while</span> <span class='nam'>True</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t92' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>message</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_socket</span><span class='op'>.</span><span class='nam'>recv</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t93' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>event</span> <span class='op'>=</span> <span class='nam'>json</span><span class='op'>.</span><span class='nam'>loads</span><span class='op'>(</span><span class='nam'>message</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t94' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>event</span><span class='op'>[</span><span class='str'>&quot;type&quot;</span><span class='op'>]</span> <span class='op'>==</span> <span class='str'>&quot;DONE&quot;</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t95' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>ds_finished_counter</span> <span class='op'>+=</span> <span class='num'>1</span><span class='strut'>&nbsp;</span></p>
<p id='t96' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>len</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_workers</span><span class='op'>)</span> <span class='op'>==</span> <span class='nam'>ds_finished_counter</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t97' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>break</span><span class='strut'>&nbsp;</span></p>
<p id='t98' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>else</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t99' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>append</span><span class='op'>(</span><span class='nam'>event</span><span class='op'>[</span><span class='str'>u&#39;s&#39;</span><span class='op'>]</span><span class='op'>,</span> <span class='nam'>event</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t100' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>send_next</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t101' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t102' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t103' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#drain any remaining messages in the buffer</span><span class='strut'>&nbsp;</span></p>
<p id='t104' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>drain</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t105' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t106' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#send the DONE message</span><span class='strut'>&nbsp;</span></p>
<p id='t107' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span><span class='op'>.</span><span class='nam'>send</span><span class='op'>(</span><span class='str'>&quot;DONE&quot;</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t108' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;received {n} messages, sent {m} messages&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>n</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>received_count</span><span class='op'>,</span> <span class='nam'>m</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>sent_count</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t109' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_socket</span><span class='op'>.</span><span class='nam'>close</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t110' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span><span class='op'>.</span><span class='nam'>close</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t111' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>context</span><span class='op'>.</span><span class='nam'>term</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t112' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t113' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t114' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t115' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t116' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t117' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t118' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t119' class='pln'><span class='strut'>&nbsp;</span></p>
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<h1>Coverage for <b>qsim.transforms.base</b> :
<span class='pc_cov'>17%</span>
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125 statements
<span class='run hide_run shortkey_r' onclick='coverage.toggle_lines(this, "run")'>21 run</span>
<span class='mis shortkey_m' onclick='coverage.toggle_lines(this, "mis")'>104 missing</span>
<span class='exc shortkey_x' onclick='coverage.toggle_lines(this, "exc")'>0 excluded</span>
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</td>
<td class='text' valign='top'>
<p id='t1' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>zmq</span><span class='strut'>&nbsp;</span></p>
<p id='t2' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>logging</span><span class='strut'>&nbsp;</span></p>
<p id='t3' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>datetime</span><span class='strut'>&nbsp;</span></p>
<p id='t4' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>json</span><span class='strut'>&nbsp;</span></p>
<p id='t5' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>copy</span><span class='strut'>&nbsp;</span></p>
<p id='t6' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>multiprocessing</span><span class='strut'>&nbsp;</span></p>
<p id='t7' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>qsim</span><span class='op'>.</span><span class='nam'>util</span> <span class='key'>as</span> <span class='nam'>qutil</span><span class='strut'>&nbsp;</span></p>
<p id='t8' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>qsim</span><span class='op'>.</span><span class='nam'>simulator</span><span class='op'>.</span><span class='nam'>config</span> <span class='key'>as</span> <span class='nam'>config</span><span class='strut'>&nbsp;</span></p>
<p id='t9' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t10' class='stm run hide_run'><span class='key'>class</span> <span class='nam'>Transform</span><span class='op'>(</span><span class='nam'>object</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t11' class='pln'>&nbsp; &nbsp; <span class='str'>&quot;&quot;&quot;Parent class for feed transforms. Subclass and override transform method to create a new derived value from the combined feed.&quot;&quot;&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t12' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t13' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>__init__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>feed</span><span class='op'>,</span> <span class='nam'>config_dict</span><span class='op'>,</span> <span class='nam'>result_address</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t14' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='str'>&quot;&quot;&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t15' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; feed_address&nbsp; &nbsp; - zmq socket address, Transform will CONNECT a PULL socket and receive messages until &quot;DONE&quot; is received.</span><span class='strut'>&nbsp;</span></p>
<p id='t16' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; result_address&nbsp; - zmq socket address, Transform will CONNECT a PUSH socket and send messaes until feed_socket receives &quot;DONE&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t17' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; sync_address&nbsp; &nbsp; - zmq socket address, Transform will CONNECT a REQ socket and send/receive one message before entering feed loop</span><span class='strut'>&nbsp;</span></p>
<p id='t18' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; config&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; - must be a dict that can be wrapped in a config.Config object with at least an entry for &#39;name&#39;:string value</span><span class='strut'>&nbsp;</span></p>
<p id='t19' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; server&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; - if True, transform will bind to the result address (and act as a server), if False it will connect. The</span><span class='strut'>&nbsp;</span></p>
<p id='t20' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; the last transform in a series should be server=True so that clients can connect.</span><span class='strut'>&nbsp;</span></p>
<p id='t21' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; &quot;&quot;&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t22' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>qutil</span><span class='op'>.</span><span class='nam'>logger</span><span class='strut'>&nbsp;</span></p>
<p id='t23' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed</span>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>feed</span><span class='strut'>&nbsp;</span></p>
<p id='t24' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_address</span>&nbsp; &nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>feed</span><span class='op'>.</span><span class='nam'>feed_address</span><span class='strut'>&nbsp;</span></p>
<p id='t25' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>result_address</span>&nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>result_address</span><span class='strut'>&nbsp;</span></p>
<p id='t26' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>config</span>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>config</span><span class='op'>.</span><span class='nam'>Config</span><span class='op'>(</span><span class='nam'>config_dict</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t27' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>name</span>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>config</span><span class='op'>.</span><span class='nam'>get_string</span><span class='op'>(</span><span class='str'>&#39;name&#39;</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t28' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>sync</span>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>FeedSync</span><span class='op'>(</span><span class='nam'>feed</span><span class='op'>,</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>name</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t29' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>state</span>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='op'>=</span> <span class='op'>{</span><span class='op'>}</span><span class='strut'>&nbsp;</span></p>
<p id='t30' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>state</span><span class='op'>[</span><span class='str'>&#39;name&#39;</span><span class='op'>]</span>&nbsp; &nbsp; &nbsp; <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>name</span><span class='strut'>&nbsp;</span></p>
<p id='t31' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>received_count</span>&nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='num'>0</span><span class='strut'>&nbsp;</span></p>
<p id='t32' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>sent_count</span>&nbsp; &nbsp; &nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='num'>0</span><span class='strut'>&nbsp;</span></p>
<p id='t33' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t34' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>run</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t35' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>open</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t36' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>process_all</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t37' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>close</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t38' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t39' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>open</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t40' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>context</span> <span class='op'>=</span> <span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>Context</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t41' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t42' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;starting {name} transform&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>name</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>name</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t43' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#create the feed SUB. </span><span class='strut'>&nbsp;</span></p>
<p id='t44' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>context</span><span class='op'>.</span><span class='nam'>socket</span><span class='op'>(</span><span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>SUB</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t45' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span><span class='op'>.</span><span class='nam'>connect</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_address</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t46' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span><span class='op'>.</span><span class='nam'>setsockopt</span><span class='op'>(</span><span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>SUBSCRIBE</span><span class='op'>,</span><span class='str'>&#39;&#39;</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t47' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t48' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#create the result PUSH</span><span class='strut'>&nbsp;</span></p>
<p id='t49' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>result_socket</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>context</span><span class='op'>.</span><span class='nam'>socket</span><span class='op'>(</span><span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>PUSH</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t50' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>result_socket</span><span class='op'>.</span><span class='nam'>connect</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>result_address</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t51' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t52' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>process_all</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t53' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;starting {name} event loop&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>name</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>name</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t54' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>sync</span><span class='op'>.</span><span class='nam'>confirm</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t55' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t56' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>while</span> <span class='nam'>True</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t57' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>message</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span><span class='op'>.</span><span class='nam'>recv</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t58' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>message</span> <span class='op'>==</span> <span class='str'>&quot;DONE&quot;</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t59' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;{name} received the Done message from the feed&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>name</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>name</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t60' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>result_socket</span><span class='op'>.</span><span class='nam'>send</span><span class='op'>(</span><span class='str'>&quot;DONE&quot;</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t61' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>break</span><span class='op'>;</span><span class='strut'>&nbsp;</span></p>
<p id='t62' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>received_count</span> <span class='op'>+=</span> <span class='num'>1</span><span class='strut'>&nbsp;</span></p>
<p id='t63' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>event</span> <span class='op'>=</span> <span class='nam'>json</span><span class='op'>.</span><span class='nam'>loads</span><span class='op'>(</span><span class='nam'>message</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t64' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>cur_state</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>transform</span><span class='op'>(</span><span class='nam'>event</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t65' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>cur_state</span><span class='op'>[</span><span class='str'>&#39;dt&#39;</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>event</span><span class='op'>[</span><span class='str'>&#39;dt&#39;</span><span class='op'>]</span><span class='strut'>&nbsp;</span></p>
<p id='t66' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>cur_state</span><span class='op'>[</span><span class='str'>&#39;name&#39;</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>name</span><span class='strut'>&nbsp;</span></p>
<p id='t67' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>result_socket</span><span class='op'>.</span><span class='nam'>send</span><span class='op'>(</span><span class='nam'>json</span><span class='op'>.</span><span class='nam'>dumps</span><span class='op'>(</span><span class='nam'>cur_state</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t68' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>sent_count</span> <span class='op'>+=</span> <span class='num'>1</span><span class='strut'>&nbsp;</span></p>
<p id='t69' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t70' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>close</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t71' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;Transform {name} recieved {r} and sent {s}&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>name</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>name</span><span class='op'>,</span> <span class='nam'>r</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>received_count</span><span class='op'>,</span> <span class='nam'>s</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>sent_count</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t72' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t73' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span><span class='op'>.</span><span class='nam'>close</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t74' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>result_socket</span><span class='op'>.</span><span class='nam'>close</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t75' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>context</span><span class='op'>.</span><span class='nam'>term</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t76' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t77' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>transform</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>event</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t78' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='str'>&quot;&quot;&quot; Must return the transformed value as a map with {name:&quot;name of new transform&quot;, value: &quot;value of new field&quot;}</span><span class='strut'>&nbsp;</span></p>
<p id='t79' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Transforms run in parallel and results are merged into a single map, so transform names must be unique. </span><span class='strut'>&nbsp;</span></p>
<p id='t80' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; Best practice is to use the self.state object initialized from the transform configuration, and only set the</span><span class='strut'>&nbsp;</span></p>
<p id='t81' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; transformed value:</span><span class='strut'>&nbsp;</span></p>
<p id='t82' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; self.state[&#39;value&#39;] = transformed_value</span><span class='strut'>&nbsp;</span></p>
<p id='t83' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; &quot;&quot;&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t84' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='op'>{</span><span class='op'>}</span><span class='strut'>&nbsp;</span></p>
<p id='t85' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t86' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t87' class='stm run hide_run'><span class='key'>class</span> <span class='nam'>MergedTransformsFeed</span><span class='op'>(</span><span class='nam'>Transform</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t88' class='pln'>&nbsp; &nbsp; <span class='str'>&quot;&quot;&quot; Merge data feed and array of transform feeds into a single result vector.</span><span class='strut'>&nbsp;</span></p>
<p id='t89' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; PULL from feed</span><span class='strut'>&nbsp;</span></p>
<p id='t90' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; PULL from child transforms</span><span class='strut'>&nbsp;</span></p>
<p id='t91' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; PUSH merged message to client</span><span class='strut'>&nbsp;</span></p>
<p id='t92' class='pln'><span class='str'>&nbsp; &nbsp; </span><span class='strut'>&nbsp;</span></p>
<p id='t93' class='pln'><span class='str'>&nbsp; &nbsp; &quot;&quot;&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t94' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t95' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>__init__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>feed</span><span class='op'>,</span> <span class='nam'>props</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t96' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='str'>&quot;&quot;&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t97' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; config - must have an entry for &#39;transforms&#39;:array of dicts, which are convertedto configs.</span><span class='strut'>&nbsp;</span></p>
<p id='t98' class='pln'><span class='str'>&nbsp; &nbsp; &nbsp; &nbsp; &quot;&quot;&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t99' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>Transform</span><span class='op'>.</span><span class='nam'>__init__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>feed</span><span class='op'>,</span> <span class='nam'>props</span><span class='op'>,</span> <span class='str'>&quot;tcp://127.0.0.1:20202&quot;</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t100' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>transform_address</span>&nbsp; <span class='op'>=</span> <span class='str'>&quot;tcp://127.0.0.1:{port}&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>port</span><span class='op'>=</span><span class='num'>10104</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t101' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>transform_socket</span>&nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>None</span><span class='strut'>&nbsp;</span></p>
<p id='t102' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>create_transforms</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>config</span><span class='op'>.</span><span class='nam'>transforms</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t103' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t104' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t105' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>create_transforms</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>configs</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t106' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>transforms</span> <span class='op'>=</span> <span class='op'>{</span><span class='op'>}</span><span class='strut'>&nbsp;</span></p>
<p id='t107' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>for</span> <span class='nam'>props</span> <span class='key'>in</span> <span class='nam'>configs</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t108' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>class_name</span> <span class='op'>=</span> <span class='nam'>props</span><span class='op'>[</span><span class='str'>&#39;class&#39;</span><span class='op'>]</span><span class='strut'>&nbsp;</span></p>
<p id='t109' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>class_name</span> <span class='op'>==</span> <span class='str'>&#39;MovingAverage&#39;</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t110' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>mavg</span> <span class='op'>=</span> <span class='nam'>MovingAverage</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed</span><span class='op'>,</span> <span class='nam'>props</span><span class='op'>,</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>transform_address</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t111' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>transforms</span><span class='op'>[</span><span class='nam'>mavg</span><span class='op'>.</span><span class='nam'>name</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>mavg</span><span class='strut'>&nbsp;</span></p>
<p id='t112' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t113' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>keys</span> <span class='op'>=</span> <span class='nam'>copy</span><span class='op'>.</span><span class='nam'>copy</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>transforms</span><span class='op'>.</span><span class='nam'>keys</span><span class='op'>(</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t114' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>keys</span><span class='op'>.</span><span class='nam'>append</span><span class='op'>(</span><span class='str'>&quot;feed&quot;</span><span class='op'>)</span> <span class='com'>#for the raw feed</span><span class='strut'>&nbsp;</span></p>
<p id='t115' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span> <span class='op'>=</span> <span class='nam'>MergedParallelBuffer</span><span class='op'>(</span><span class='nam'>keys</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t116' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t117' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>buffers</span> <span class='op'>=</span> <span class='op'>{</span><span class='op'>}</span><span class='strut'>&nbsp;</span></p>
<p id='t118' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>for</span> <span class='nam'>name</span><span class='op'>,</span> <span class='nam'>transform</span> <span class='key'>in</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>transforms</span><span class='op'>.</span><span class='nam'>iteritems</span><span class='op'>(</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t119' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>buffers</span><span class='op'>[</span><span class='nam'>name</span><span class='op'>]</span> <span class='op'>=</span> <span class='op'>[</span><span class='op'>]</span><span class='strut'>&nbsp;</span></p>
<p id='t120' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t121' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>open</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t122' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>context</span> <span class='op'>=</span> <span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>Context</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t123' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t124' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;starting {name} transform&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>name</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>name</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t125' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#create the feed SUB. </span><span class='strut'>&nbsp;</span></p>
<p id='t126' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>context</span><span class='op'>.</span><span class='nam'>socket</span><span class='op'>(</span><span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>SUB</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t127' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span><span class='op'>.</span><span class='nam'>connect</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_address</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t128' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span><span class='op'>.</span><span class='nam'>setsockopt</span><span class='op'>(</span><span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>SUBSCRIBE</span><span class='op'>,</span><span class='str'>&#39;&#39;</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t129' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t130' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#create the result PUSH</span><span class='strut'>&nbsp;</span></p>
<p id='t131' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>result_socket</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>context</span><span class='op'>.</span><span class='nam'>socket</span><span class='op'>(</span><span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>PUSH</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t132' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>result_socket</span><span class='op'>.</span><span class='nam'>bind</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>result_address</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t133' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t134' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#create the transform PULL. </span><span class='strut'>&nbsp;</span></p>
<p id='t135' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>transform_socket</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>context</span><span class='op'>.</span><span class='nam'>socket</span><span class='op'>(</span><span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>PULL</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t136' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>transform_socket</span><span class='op'>.</span><span class='nam'>bind</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>transform_address</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t137' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>out_socket</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>result_socket</span><span class='strut'>&nbsp;</span></p>
<p id='t138' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t139' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'># Initialize poll set</span><span class='strut'>&nbsp;</span></p>
<p id='t140' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>poller</span> <span class='op'>=</span> <span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>Poller</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t141' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>poller</span><span class='op'>.</span><span class='nam'>register</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span><span class='op'>,</span> <span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>POLLIN</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t142' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>poller</span><span class='op'>.</span><span class='nam'>register</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>transform_socket</span><span class='op'>,</span> <span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>POLLIN</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t143' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t144' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>for</span> <span class='nam'>name</span><span class='op'>,</span> <span class='nam'>transform</span> <span class='key'>in</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>transforms</span><span class='op'>.</span><span class='nam'>iteritems</span><span class='op'>(</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t145' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;starting {name}&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>name</span><span class='op'>=</span><span class='nam'>name</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t146' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>proc</span> <span class='op'>=</span> <span class='nam'>multiprocessing</span><span class='op'>.</span><span class='nam'>Process</span><span class='op'>(</span><span class='nam'>target</span><span class='op'>=</span><span class='nam'>transform</span><span class='op'>.</span><span class='nam'>run</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t147' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>proc</span><span class='op'>.</span><span class='nam'>start</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t148' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t149' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>sync</span><span class='op'>.</span><span class='nam'>confirm</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t150' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t151' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>close</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t152' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>transform_socket</span><span class='op'>.</span><span class='nam'>close</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t153' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>Transform</span><span class='op'>.</span><span class='nam'>close</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t154' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t155' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>process_all</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t156' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t157' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>done_count</span> <span class='op'>=</span> <span class='num'>0</span><span class='strut'>&nbsp;</span></p>
<p id='t158' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>while</span> <span class='nam'>True</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t159' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>socks</span> <span class='op'>=</span> <span class='nam'>dict</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>poller</span><span class='op'>.</span><span class='nam'>poll</span><span class='op'>(</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t160' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t161' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span> <span class='key'>in</span> <span class='nam'>socks</span> <span class='key'>and</span> <span class='nam'>socks</span><span class='op'>[</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span><span class='op'>]</span> <span class='op'>==</span> <span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>POLLIN</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t162' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>message</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed_socket</span><span class='op'>.</span><span class='nam'>recv</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t163' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>message</span> <span class='op'>==</span> <span class='str'>&quot;DONE&quot;</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t164' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;finished receiving feed to merge&quot;</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t165' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>done_count</span> <span class='op'>+=</span> <span class='num'>1</span><span class='strut'>&nbsp;</span></p>
<p id='t166' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>else</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t167' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>received_count</span> <span class='op'>+=</span> <span class='num'>1</span><span class='strut'>&nbsp;</span></p>
<p id='t168' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>event</span> <span class='op'>=</span> <span class='nam'>json</span><span class='op'>.</span><span class='nam'>loads</span><span class='op'>(</span><span class='nam'>message</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t169' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>append</span><span class='op'>(</span><span class='str'>&quot;feed&quot;</span><span class='op'>,</span><span class='nam'>event</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t170' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t171' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>transform_socket</span> <span class='key'>in</span> <span class='nam'>socks</span> <span class='key'>and</span> <span class='nam'>socks</span><span class='op'>[</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>transform_socket</span><span class='op'>]</span> <span class='op'>==</span> <span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>POLLIN</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t172' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>t_message</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>transform_socket</span><span class='op'>.</span><span class='nam'>recv</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t173' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>t_message</span> <span class='op'>==</span> <span class='str'>&quot;DONE&quot;</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t174' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;finished receiving a transform to merge&quot;</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t175' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>done_count</span> <span class='op'>+=</span> <span class='num'>1</span><span class='strut'>&nbsp;</span></p>
<p id='t176' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>else</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t177' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>received_count</span> <span class='op'>+=</span> <span class='num'>1</span><span class='strut'>&nbsp;</span></p>
<p id='t178' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>t_event</span> <span class='op'>=</span> <span class='nam'>json</span><span class='op'>.</span><span class='nam'>loads</span><span class='op'>(</span><span class='nam'>t_message</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t179' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>append</span><span class='op'>(</span><span class='nam'>t_event</span><span class='op'>[</span><span class='str'>&#39;name&#39;</span><span class='op'>]</span><span class='op'>,</span> <span class='nam'>t_event</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t180' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t181' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>done_count</span> <span class='op'>&gt;=</span> <span class='nam'>len</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>)</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t182' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>break</span> <span class='com'>#done!</span><span class='strut'>&nbsp;</span></p>
<p id='t183' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t184' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>send_next</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t185' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t186' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;Transform {name} received {r} and sent {s}&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>name</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>name</span><span class='op'>,</span> <span class='nam'>r</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>received_count</span><span class='op'>,</span> <span class='nam'>s</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>sent_count</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t187' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;about to drain {n} messages from merger&#39;s buffer&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>n</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>pending_messages</span><span class='op'>(</span><span class='op'>)</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t188' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t189' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#drain any remaining messages in the buffer</span><span class='strut'>&nbsp;</span></p>
<p id='t190' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>drain</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t191' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t192' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#signal to client that we&#39;re done</span><span class='strut'>&nbsp;</span></p>
<p id='t193' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>result_socket</span><span class='op'>.</span><span class='nam'>send</span><span class='op'>(</span><span class='str'>&quot;DONE&quot;</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t194' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;Transform {name} received {r} and sent {s}&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>name</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>name</span><span class='op'>,</span> <span class='nam'>r</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>received_count</span><span class='op'>,</span> <span class='nam'>s</span><span class='op'>=</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>sent_count</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t195' class='pln'><span class='strut'>&nbsp;</span></p>
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<h1>Coverage for <b>qsim.transforms.technical</b> :
<span class='pc_cov'>24%</span>
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<p id='t1' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>qsim</span><span class='op'>.</span><span class='nam'>transforms</span><span class='op'>.</span><span class='nam'>base</span> <span class='key'>as</span> <span class='nam'>base</span><span class='strut'>&nbsp;</span></p>
<p id='t2' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t3' class='stm run hide_run'><span class='key'>class</span> <span class='nam'>MovingAverage</span><span class='op'>(</span><span class='nam'>base</span><span class='op'>.</span><span class='nam'>Transform</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t4' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t5' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>__init__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>feed</span><span class='op'>,</span> <span class='nam'>props</span><span class='op'>,</span> <span class='nam'>result_address</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t6' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>base</span><span class='op'>.</span><span class='nam'>Transform</span><span class='op'>.</span><span class='nam'>__init__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>feed</span><span class='op'>,</span> <span class='nam'>props</span><span class='op'>,</span> <span class='nam'>result_address</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t7' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>events</span> <span class='op'>=</span> <span class='op'>[</span><span class='op'>]</span><span class='strut'>&nbsp;</span></p>
<p id='t8' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t9' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>window</span> <span class='op'>=</span> <span class='nam'>datetime</span><span class='op'>.</span><span class='nam'>timedelta</span><span class='op'>(</span><span class='nam'>days</span>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>config</span><span class='op'>.</span><span class='nam'>get_integer</span><span class='op'>(</span><span class='str'>&#39;days&#39;</span><span class='op'>)</span><span class='op'>,</span><span class='strut'>&nbsp;</span></p>
<p id='t10' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>seconds</span>&nbsp; &nbsp; &nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>config</span><span class='op'>.</span><span class='nam'>get_integer</span><span class='op'>(</span><span class='str'>&#39;seconds&#39;</span><span class='op'>)</span><span class='op'>,</span><span class='strut'>&nbsp;</span></p>
<p id='t11' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>microseconds</span>&nbsp; &nbsp; <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>config</span><span class='op'>.</span><span class='nam'>get_integer</span><span class='op'>(</span><span class='str'>&#39;microseconds&#39;</span><span class='op'>)</span><span class='op'>,</span><span class='strut'>&nbsp;</span></p>
<p id='t12' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>milliseconds</span>&nbsp; &nbsp; <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>config</span><span class='op'>.</span><span class='nam'>get_integer</span><span class='op'>(</span><span class='str'>&#39;milliseconds&#39;</span><span class='op'>)</span><span class='op'>,</span><span class='strut'>&nbsp;</span></p>
<p id='t13' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>minutes</span>&nbsp; &nbsp; &nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>config</span><span class='op'>.</span><span class='nam'>get_integer</span><span class='op'>(</span><span class='str'>&#39;minutes&#39;</span><span class='op'>)</span><span class='op'>,</span><span class='strut'>&nbsp;</span></p>
<p id='t14' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>hours</span>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>config</span><span class='op'>.</span><span class='nam'>get_integer</span><span class='op'>(</span><span class='str'>&#39;hours&#39;</span><span class='op'>)</span><span class='op'>,</span><span class='strut'>&nbsp;</span></p>
<p id='t15' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>weeks</span>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp; <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>config</span><span class='op'>.</span><span class='nam'>get_integer</span><span class='op'>(</span><span class='str'>&#39;weeks&#39;</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t16' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t17' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t18' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t19' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t20' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>transform</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>event</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t21' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>events</span><span class='op'>.</span><span class='nam'>append</span><span class='op'>(</span><span class='nam'>event</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t22' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t23' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#filter the event list to the window length.</span><span class='strut'>&nbsp;</span></p>
<p id='t24' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>events</span> <span class='op'>=</span> <span class='op'>[</span><span class='nam'>x</span> <span class='key'>for</span> <span class='nam'>x</span> <span class='key'>in</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>events</span> <span class='key'>if</span> <span class='op'>(</span><span class='nam'>qutil</span><span class='op'>.</span><span class='nam'>parse_date</span><span class='op'>(</span><span class='nam'>x</span><span class='op'>[</span><span class='str'>&#39;dt&#39;</span><span class='op'>]</span><span class='op'>)</span> <span class='op'>-</span> <span class='nam'>qutil</span><span class='op'>.</span><span class='nam'>parse_date</span><span class='op'>(</span><span class='nam'>event</span><span class='op'>[</span><span class='str'>&#39;dt&#39;</span><span class='op'>]</span><span class='op'>)</span><span class='op'>)</span> <span class='op'>&lt;=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>window</span><span class='op'>]</span><span class='strut'>&nbsp;</span></p>
<p id='t25' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t26' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>len</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>events</span><span class='op'>)</span> <span class='op'>==</span> <span class='num'>0</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t27' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='num'>0.0</span><span class='strut'>&nbsp;</span></p>
<p id='t28' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t29' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>total</span> <span class='op'>=</span> <span class='num'>0.0</span><span class='strut'>&nbsp;</span></p>
<p id='t30' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>for</span> <span class='nam'>event</span> <span class='key'>in</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>events</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t31' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>total</span> <span class='op'>+=</span> <span class='nam'>event</span><span class='op'>[</span><span class='str'>&#39;price&#39;</span><span class='op'>]</span><span class='strut'>&nbsp;</span></p>
<p id='t32' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t33' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>average</span> <span class='op'>=</span> <span class='nam'>total</span><span class='op'>/</span><span class='nam'>len</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>events</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t34' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t35' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>state</span><span class='op'>[</span><span class='str'>&#39;value&#39;</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>average</span><span class='strut'>&nbsp;</span></p>
<p id='t36' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t37' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>state</span><span class='strut'>&nbsp;</span></p>
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cover/qsim_util.html
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<title>Coverage for qsim.util: 51%</title>
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<h1>Coverage for <b>qsim.util</b> :
<span class='pc_cov'>51%</span>
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103 statements
<span class='run hide_run shortkey_r' onclick='coverage.toggle_lines(this, "run")'>53 run</span>
<span class='mis shortkey_m' onclick='coverage.toggle_lines(this, "mis")'>50 missing</span>
<span class='exc shortkey_x' onclick='coverage.toggle_lines(this, "exc")'>0 excluded</span>
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<p id='t1' class='pln'><span class='str'>&quot;&quot;&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t2' class='pln'><span class='str'>Small classes to assist with db access, timezone calculations, and so on.</span><span class='strut'>&nbsp;</span></p>
<p id='t3' class='pln'><span class='str'>&quot;&quot;&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t4' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t5' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>datetime</span><span class='strut'>&nbsp;</span></p>
<p id='t6' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>pytz</span><span class='strut'>&nbsp;</span></p>
<p id='t7' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>json</span><span class='strut'>&nbsp;</span></p>
<p id='t8' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>logging</span><span class='strut'>&nbsp;</span></p>
<p id='t9' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>uuid</span><span class='strut'>&nbsp;</span></p>
<p id='t10' class='stm run hide_run'><span class='key'>import</span> <span class='nam'>zmq</span><span class='strut'>&nbsp;</span></p>
<p id='t11' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t12' class='stm run hide_run'><span class='nam'>logger</span> <span class='op'>=</span> <span class='nam'>logging</span><span class='op'>.</span><span class='nam'>getLogger</span><span class='op'>(</span><span class='str'>&#39;QSimLogger&#39;</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t13' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t14' class='stm run hide_run'><span class='key'>def</span> <span class='nam'>parse_date</span><span class='op'>(</span><span class='nam'>dt_str</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t15' class='pln'>&nbsp; &nbsp; <span class='str'>&quot;&quot;&quot;parse strings according to the same format as generated by format_date&quot;&quot;&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t16' class='stm mis'>&nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>dt_str</span> <span class='op'>==</span> <span class='nam'>None</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t17' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>None</span><span class='strut'>&nbsp;</span></p>
<p id='t18' class='stm mis'>&nbsp; &nbsp; <span class='nam'>parts</span> <span class='op'>=</span> <span class='nam'>dt_str</span><span class='op'>.</span><span class='nam'>split</span><span class='op'>(</span><span class='str'>&quot;.&quot;</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t19' class='stm mis'>&nbsp; &nbsp; <span class='nam'>dt</span> <span class='op'>=</span> <span class='nam'>datetime</span><span class='op'>.</span><span class='nam'>datetime</span><span class='op'>.</span><span class='nam'>strptime</span><span class='op'>(</span><span class='nam'>parts</span><span class='op'>[</span><span class='num'>0</span><span class='op'>]</span><span class='op'>,</span> <span class='str'>&#39;%Y/%m/%d-%H:%M:%S&#39;</span><span class='op'>)</span><span class='op'>.</span><span class='nam'>replace</span><span class='op'>(</span><span class='nam'>microsecond</span><span class='op'>=</span><span class='nam'>int</span><span class='op'>(</span><span class='nam'>parts</span><span class='op'>[</span><span class='num'>1</span><span class='op'>]</span><span class='op'>+</span><span class='str'>&quot;000&quot;</span><span class='op'>)</span><span class='op'>)</span><span class='op'>.</span><span class='nam'>replace</span><span class='op'>(</span><span class='nam'>tzinfo</span> <span class='op'>=</span> <span class='nam'>pytz</span><span class='op'>.</span><span class='nam'>utc</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t20' class='stm mis'>&nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>dt</span><span class='strut'>&nbsp;</span></p>
<p id='t21' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t22' class='stm run hide_run'><span class='key'>def</span> <span class='nam'>format_date</span><span class='op'>(</span><span class='nam'>dt</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t23' class='pln'>&nbsp; &nbsp; <span class='str'>&quot;&quot;&quot;Format the date into a date with millesecond resolution and string/alphabetical sorting that is equivalent to datetime sorting&quot;&quot;&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t24' class='stm mis'>&nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>dt</span> <span class='op'>==</span> <span class='nam'>None</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t25' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>None</span><span class='strut'>&nbsp;</span></p>
<p id='t26' class='stm mis'>&nbsp; &nbsp; <span class='nam'>dt_str</span> <span class='op'>=</span> <span class='nam'>dt</span><span class='op'>.</span><span class='nam'>strftime</span><span class='op'>(</span><span class='str'>&#39;%Y/%m/%d-%H:%M:%S&#39;</span><span class='op'>)</span> <span class='op'>+</span> <span class='str'>&quot;.&quot;</span> <span class='op'>+</span> <span class='nam'>str</span><span class='op'>(</span><span class='nam'>dt</span><span class='op'>.</span><span class='nam'>microsecond</span> <span class='op'>/</span> <span class='num'>1000</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t27' class='stm mis'>&nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>dt_str</span><span class='strut'>&nbsp;</span></p>
<p id='t28' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t29' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t30' class='stm run hide_run'><span class='key'>class</span> <span class='nam'>ParallelBuffer</span><span class='op'>(</span><span class='nam'>object</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t31' class='pln'>&nbsp; &nbsp; <span class='str'>&quot;&quot;&quot; holds several queues of events by key, allows retrieval in date order or by merging&quot;&quot;&quot;</span><span class='strut'>&nbsp;</span></p>
<p id='t32' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>__init__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>key_list</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t33' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>out_socket</span> <span class='op'>=</span> <span class='nam'>None</span><span class='strut'>&nbsp;</span></p>
<p id='t34' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>sent_count</span> <span class='op'>=</span> <span class='num'>0</span><span class='strut'>&nbsp;</span></p>
<p id='t35' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>received_count</span> <span class='op'>=</span> <span class='num'>0</span><span class='strut'>&nbsp;</span></p>
<p id='t36' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>draining</span> <span class='op'>=</span> <span class='nam'>False</span><span class='strut'>&nbsp;</span></p>
<p id='t37' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span> <span class='op'>=</span> <span class='op'>{</span><span class='op'>}</span><span class='strut'>&nbsp;</span></p>
<p id='t38' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>for</span> <span class='nam'>key</span> <span class='key'>in</span> <span class='nam'>key_list</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t39' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>[</span><span class='nam'>key</span><span class='op'>]</span> <span class='op'>=</span> <span class='op'>[</span><span class='op'>]</span><span class='strut'>&nbsp;</span></p>
<p id='t40' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t41' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>__len__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t42' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>len</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t43' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t44' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>append</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>key</span><span class='op'>,</span> <span class='nam'>value</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t45' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>[</span><span class='nam'>key</span><span class='op'>]</span><span class='op'>.</span><span class='nam'>append</span><span class='op'>(</span><span class='nam'>value</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t46' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>received_count</span> <span class='op'>+=</span> <span class='num'>1</span><span class='strut'>&nbsp;</span></p>
<p id='t47' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t48' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>next</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t49' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='key'>not</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>is_full</span><span class='op'>(</span><span class='op'>)</span> <span class='key'>or</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>draining</span><span class='op'>)</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t50' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span><span class='strut'>&nbsp;</span></p>
<p id='t51' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t52' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>cur</span> <span class='op'>=</span> <span class='nam'>None</span><span class='strut'>&nbsp;</span></p>
<p id='t53' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>earliest</span> <span class='op'>=</span> <span class='nam'>None</span><span class='strut'>&nbsp;</span></p>
<p id='t54' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>for</span> <span class='nam'>source</span><span class='op'>,</span> <span class='nam'>events</span> <span class='key'>in</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>iteritems</span><span class='op'>(</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t55' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span> <span class='nam'>len</span><span class='op'>(</span><span class='nam'>events</span><span class='op'>)</span> <span class='op'>==</span> <span class='num'>0</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t56' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>continue</span><span class='strut'>&nbsp;</span></p>
<p id='t57' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>cur</span> <span class='op'>=</span> <span class='nam'>events</span><span class='strut'>&nbsp;</span></p>
<p id='t58' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>earliest</span> <span class='op'>==</span> <span class='nam'>None</span><span class='op'>)</span> <span class='key'>or</span> <span class='op'>(</span><span class='nam'>cur</span><span class='op'>[</span><span class='num'>0</span><span class='op'>]</span><span class='op'>[</span><span class='str'>&#39;dt&#39;</span><span class='op'>]</span> <span class='op'>&lt;=</span> <span class='nam'>earliest</span><span class='op'>[</span><span class='num'>0</span><span class='op'>]</span><span class='op'>[</span><span class='str'>&#39;dt&#39;</span><span class='op'>]</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t59' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>earliest</span> <span class='op'>=</span> <span class='nam'>cur</span><span class='strut'>&nbsp;</span></p>
<p id='t60' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t61' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>earliest</span> <span class='op'>!=</span> <span class='nam'>None</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t62' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>earliest</span><span class='op'>.</span><span class='nam'>pop</span><span class='op'>(</span><span class='num'>0</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t63' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t64' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>is_full</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t65' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>for</span> <span class='nam'>source</span><span class='op'>,</span> <span class='nam'>events</span> <span class='key'>in</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>iteritems</span><span class='op'>(</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t66' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span> <span class='op'>(</span><span class='nam'>len</span><span class='op'>(</span><span class='nam'>events</span><span class='op'>)</span> <span class='op'>==</span> <span class='num'>0</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t67' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>False</span><span class='strut'>&nbsp;</span></p>
<p id='t68' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>True</span><span class='strut'>&nbsp;</span></p>
<p id='t69' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t70' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>pending_messages</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t71' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>total</span> <span class='op'>=</span> <span class='num'>0</span><span class='strut'>&nbsp;</span></p>
<p id='t72' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>for</span> <span class='nam'>source</span><span class='op'>,</span> <span class='nam'>events</span> <span class='key'>in</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>iteritems</span><span class='op'>(</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t73' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>total</span> <span class='op'>+=</span> <span class='nam'>len</span><span class='op'>(</span><span class='nam'>events</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t74' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>total</span><span class='strut'>&nbsp;</span></p>
<p id='t75' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t76' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>drain</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t77' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>draining</span> <span class='op'>=</span> <span class='nam'>True</span><span class='strut'>&nbsp;</span></p>
<p id='t78' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>while</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>pending_messages</span><span class='op'>(</span><span class='op'>)</span> <span class='op'>&gt;</span> <span class='num'>0</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t79' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>send_next</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t80' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t81' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>send_next</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t82' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='key'>not</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>is_full</span><span class='op'>(</span><span class='op'>)</span> <span class='key'>or</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>draining</span><span class='op'>)</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t83' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span><span class='strut'>&nbsp;</span></p>
<p id='t84' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t85' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>event</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>next</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t86' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>event</span> <span class='op'>!=</span> <span class='nam'>None</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t87' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>out_socket</span><span class='op'>.</span><span class='nam'>send</span><span class='op'>(</span><span class='nam'>json</span><span class='op'>.</span><span class='nam'>dumps</span><span class='op'>(</span><span class='nam'>event</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t88' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>sent_count</span> <span class='op'>+=</span> <span class='num'>1</span><span class='strut'>&nbsp;</span></p>
<p id='t89' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t90' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t91' class='stm run hide_run'><span class='key'>class</span> <span class='nam'>MergedParallelBuffer</span><span class='op'>(</span><span class='nam'>ParallelBuffer</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t92' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t93' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>__init__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>keys</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t94' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>ParallelBuffer</span><span class='op'>.</span><span class='nam'>__init__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>keys</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t95' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed</span> <span class='op'>=</span> <span class='op'>[</span><span class='op'>]</span><span class='strut'>&nbsp;</span></p>
<p id='t96' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>[</span><span class='str'>&quot;feed&quot;</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed</span><span class='strut'>&nbsp;</span></p>
<p id='t97' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t98' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>next</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t99' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='key'>not</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>is_full</span><span class='op'>(</span><span class='op'>)</span> <span class='key'>or</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>draining</span><span class='op'>)</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t100' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span><span class='strut'>&nbsp;</span></p>
<p id='t101' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t102' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>result</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed</span><span class='op'>.</span><span class='nam'>pop</span><span class='op'>(</span><span class='num'>0</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t103' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>for</span> <span class='nam'>source</span><span class='op'>,</span> <span class='nam'>events</span> <span class='key'>in</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>data_buffer</span><span class='op'>.</span><span class='nam'>iteritems</span><span class='op'>(</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t104' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>source</span> <span class='op'>==</span> <span class='str'>&quot;feed&quot;</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t105' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>continue</span><span class='strut'>&nbsp;</span></p>
<p id='t106' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>if</span><span class='op'>(</span><span class='nam'>len</span><span class='op'>(</span><span class='nam'>events</span><span class='op'>)</span> <span class='op'>&gt;</span> <span class='num'>0</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t107' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>cur</span> <span class='op'>=</span> <span class='nam'>events</span><span class='op'>.</span><span class='nam'>pop</span><span class='op'>(</span><span class='num'>0</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t108' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>result</span><span class='op'>[</span><span class='nam'>source</span><span class='op'>]</span> <span class='op'>=</span> <span class='nam'>cur</span><span class='op'>[</span><span class='str'>&#39;value&#39;</span><span class='op'>]</span><span class='strut'>&nbsp;</span></p>
<p id='t109' class='stm mis'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='key'>return</span> <span class='nam'>result</span><span class='strut'>&nbsp;</span></p>
<p id='t110' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t111' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t112' class='stm run hide_run'><span class='key'>class</span> <span class='nam'>FeedSync</span><span class='op'>(</span><span class='nam'>object</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t113' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t114' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>__init__</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>,</span> <span class='nam'>feed</span><span class='op'>,</span> <span class='nam'>name</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t115' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed</span> <span class='op'>=</span> <span class='nam'>feed</span><span class='strut'>&nbsp;</span></p>
<p id='t116' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>id</span> <span class='op'>=</span> <span class='str'>&quot;{name}-{id}&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>name</span><span class='op'>=</span><span class='nam'>name</span><span class='op'>,</span> <span class='nam'>id</span><span class='op'>=</span><span class='nam'>uuid</span><span class='op'>.</span><span class='nam'>uuid1</span><span class='op'>(</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t117' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed</span><span class='op'>.</span><span class='nam'>register_sync</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>id</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t118' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span> <span class='op'>=</span> <span class='nam'>logger</span><span class='strut'>&nbsp;</span></p>
<p id='t119' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#self.logger.info(&quot;registered {id} with feed&quot;.format(id=self.id))</span><span class='strut'>&nbsp;</span></p>
<p id='t120' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t121' class='stm run hide_run'>&nbsp; &nbsp; <span class='key'>def</span> <span class='nam'>confirm</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t122' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>context</span> <span class='op'>=</span> <span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>Context</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t123' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'>#synchronize with feed</span><span class='strut'>&nbsp;</span></p>
<p id='t124' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>sync_socket</span> <span class='op'>=</span> <span class='nam'>context</span><span class='op'>.</span><span class='nam'>socket</span><span class='op'>(</span><span class='nam'>zmq</span><span class='op'>.</span><span class='nam'>REQ</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t125' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>sync_socket</span><span class='op'>.</span><span class='nam'>connect</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>feed</span><span class='op'>.</span><span class='nam'>sync_address</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t126' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'># send a synchronization request to the feed</span><span class='strut'>&nbsp;</span></p>
<p id='t127' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>sync_socket</span><span class='op'>.</span><span class='nam'>send</span><span class='op'>(</span><span class='nam'>self</span><span class='op'>.</span><span class='nam'>id</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t128' class='pln'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='com'># wait for synchronization reply from the feed</span><span class='strut'>&nbsp;</span></p>
<p id='t129' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>sync_socket</span><span class='op'>.</span><span class='nam'>recv</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t130' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>sync_socket</span><span class='op'>.</span><span class='nam'>close</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t131' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>context</span><span class='op'>.</span><span class='nam'>term</span><span class='op'>(</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t132' class='stm run hide_run'>&nbsp; &nbsp; &nbsp; &nbsp; <span class='nam'>self</span><span class='op'>.</span><span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;sync&#39;d feed from {id}&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>id</span> <span class='op'>=</span> <span class='nam'>self</span><span class='op'>.</span><span class='nam'>id</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t133' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t134' class='pln'><span class='strut'>&nbsp;</span></p>
<p id='t135' class='stm run hide_run'><span class='key'>def</span> <span class='nam'>configure_logging</span><span class='op'>(</span><span class='nam'>loglevel</span><span class='op'>=</span><span class='nam'>logging</span><span class='op'>.</span><span class='nam'>DEBUG</span><span class='op'>)</span><span class='op'>:</span><span class='strut'>&nbsp;</span></p>
<p id='t136' class='stm run hide_run'>&nbsp; &nbsp; <span class='nam'>logger</span><span class='op'>.</span><span class='nam'>setLevel</span><span class='op'>(</span><span class='nam'>loglevel</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t137' class='stm run hide_run'>&nbsp; &nbsp; <span class='nam'>handler</span> <span class='op'>=</span> <span class='nam'>logging</span><span class='op'>.</span><span class='nam'>handlers</span><span class='op'>.</span><span class='nam'>RotatingFileHandler</span><span class='op'>(</span><span class='str'>&quot;/tmp/{lfn}.log&quot;</span><span class='op'>.</span><span class='nam'>format</span><span class='op'>(</span><span class='nam'>lfn</span><span class='op'>=</span><span class='str'>&quot;qsim-log&quot;</span><span class='op'>)</span><span class='op'>,</span> <span class='nam'>maxBytes</span><span class='op'>=</span><span class='num'>10</span><span class='op'>*</span><span class='num'>1024</span><span class='op'>*</span><span class='num'>1024</span><span class='op'>,</span> <span class='nam'>backupCount</span><span class='op'>=</span><span class='num'>5</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t138' class='stm run hide_run'>&nbsp; &nbsp; <span class='nam'>handler</span><span class='op'>.</span><span class='nam'>setFormatter</span><span class='op'>(</span><span class='nam'>logging</span><span class='op'>.</span><span class='nam'>Formatter</span><span class='op'>(</span><span class='str'>&quot;%(asctime)s %(levelname)s %(filename)s %(funcName)s - %(message)s&quot;</span><span class='op'>,</span><span class='str'>&quot;%Y-%m-%d %H:%M:%S %Z&quot;</span><span class='op'>)</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t139' class='stm run hide_run'>&nbsp; &nbsp; <span class='nam'>logger</span><span class='op'>.</span><span class='nam'>addHandler</span><span class='op'>(</span><span class='nam'>handler</span><span class='op'>)</span><span class='strut'>&nbsp;</span></p>
<p id='t140' class='stm run hide_run'>&nbsp; &nbsp; <span class='nam'>logger</span><span class='op'>.</span><span class='nam'>info</span><span class='op'>(</span><span class='str'>&quot;logging started...&quot;</span><span class='op'>)</span><span class='err'> </span><span class='err'> </span><span class='err'> </span><span class='strut'>&nbsp;</span></p>
</td>
</tr>
</table>
</div>
<div id='footer'>
<div class='content'>
<p>
<a class='nav' href='index.html'>&#xab; index</a> &nbsp; &nbsp; <a class='nav' href='http://nedbatchelder.com/code/coverage'>coverage.py v3.5.1</a>
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</div>
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</html>
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