added flask interface

flaskapp/__init__.py

@@ -0,0 +1,34 @@
+# -*- coding: utf-8 -*-
+import flask
+
+from flask import Flask,jsonify,send_from_directory, render_template
+from config import Config
+import yaml
+import os
+
+from storage import MailThread,db_session
+
+app = Flask(__name__, template_folder="templates", static_folder="static")
+package_directory = os.path.dirname(os.path.abspath(__file__))
+
+cfg = Config(file(os.path.join(package_directory, 'config.cfg')))
+
+
+def render_index(mths,code=200):
+    return render_template("index.html",mths=mths,
+                           title=cfg.title.decode("utf8"),
+                           ), code    
+from classifier import get_pipe
+mail_threads=db_session.query(MailThread).all()
+pipe1,le=get_pipe("pipe1",b"answered")
+pipe2,le2=get_pipe("pipe2b", b"maintopic")
+answered=le.inverse_transform(pipe1.predict(mail_threads))
+maintopic=le2.inverse_transform(pipe2.predict(mail_threads))
+for i, t in enumerate(mail_threads):
+    t.answered=answered[i]
+    t.maintopic=maintopic[i]
+@app.route("/")
+def hello():
+    mth=mail_threads
+    return render_index(mth) 
+

flaskapp/static/bootstrap/css/bootstrap-reboot.css

@@ -0,0 +1,459 @@
+/*! normalize.css v5.0.0 | MIT License | github.com/necolas/normalize.css */
+html {
+  font-family: sans-serif;
+  line-height: 1.15;
+  -ms-text-size-adjust: 100%;
+  -webkit-text-size-adjust: 100%;
+}
+
+body {
+  margin: 0;
+}
+
+article,
+aside,
+footer,
+header,
+nav,
+section {
+  display: block;
+}
+
+h1 {
+  font-size: 2em;
+  margin: 0.67em 0;
+}
+
+figcaption,
+figure,
+main {
+  display: block;
+}
+
+figure {
+  margin: 1em 40px;
+}
+
+hr {
+  -webkit-box-sizing: content-box;
+          box-sizing: content-box;
+  height: 0;
+  overflow: visible;
+}
+
+pre {
+  font-family: monospace, monospace;
+  font-size: 1em;
+}
+
+a {
+  background-color: transparent;
+  -webkit-text-decoration-skip: objects;
+}
+
+a:active,
+a:hover {
+  outline-width: 0;
+}
+
+abbr[title] {
+  border-bottom: none;
+  text-decoration: underline;
+  text-decoration: underline dotted;
+}
+
+b,
+strong {
+  font-weight: inherit;
+}
+
+b,
+strong {
+  font-weight: bolder;
+}
+
+code,
+kbd,
+samp {
+  font-family: monospace, monospace;
+  font-size: 1em;
+}
+
+dfn {
+  font-style: italic;
+}
+
+mark {
+  background-color: #ff0;
+  color: #000;
+}
+
+small {
+  font-size: 80%;
+}
+
+sub,
+sup {
+  font-size: 75%;
+  line-height: 0;
+  position: relative;
+  vertical-align: baseline;
+}
+
+sub {
+  bottom: -0.25em;
+}
+
+sup {
+  top: -0.5em;
+}
+
+audio,
+video {
+  display: inline-block;
+}
+
+audio:not([controls]) {
+  display: none;
+  height: 0;
+}
+
+img {
+  border-style: none;
+}
+
+svg:not(:root) {
+  overflow: hidden;
+}
+
+button,
+input,
+optgroup,
+select,
+textarea {
+  font-family: sans-serif;
+  font-size: 100%;
+  line-height: 1.15;
+  margin: 0;
+}
+
+button,
+input {
+  overflow: visible;
+}
+
+button,
+select {
+  text-transform: none;
+}
+
+button,
+html [type="button"],
+[type="reset"],
+[type="submit"] {
+  -webkit-appearance: button;
+}
+
+button::-moz-focus-inner,
+[type="button"]::-moz-focus-inner,
+[type="reset"]::-moz-focus-inner,
+[type="submit"]::-moz-focus-inner {
+  border-style: none;
+  padding: 0;
+}
+
+button:-moz-focusring,
+[type="button"]:-moz-focusring,
+[type="reset"]:-moz-focusring,
+[type="submit"]:-moz-focusring {
+  outline: 1px dotted ButtonText;
+}
+
+fieldset {
+  border: 1px solid #c0c0c0;
+  margin: 0 2px;
+  padding: 0.35em 0.625em 0.75em;
+}
+
+legend {
+  -webkit-box-sizing: border-box;
+          box-sizing: border-box;
+  color: inherit;
+  display: table;
+  max-width: 100%;
+  padding: 0;
+  white-space: normal;
+}
+
+progress {
+  display: inline-block;
+  vertical-align: baseline;
+}
+
+textarea {
+  overflow: auto;
+}
+
+[type="checkbox"],
+[type="radio"] {
+  -webkit-box-sizing: border-box;
+          box-sizing: border-box;
+  padding: 0;
+}
+
+[type="number"]::-webkit-inner-spin-button,
+[type="number"]::-webkit-outer-spin-button {
+  height: auto;
+}
+
+[type="search"] {
+  -webkit-appearance: textfield;
+  outline-offset: -2px;
+}
+
+[type="search"]::-webkit-search-cancel-button,
+[type="search"]::-webkit-search-decoration {
+  -webkit-appearance: none;
+}
+
+::-webkit-file-upload-button {
+  -webkit-appearance: button;
+  font: inherit;
+}
+
+details,
+menu {
+  display: block;
+}
+
+summary {
+  display: list-item;
+}
+
+canvas {
+  display: inline-block;
+}
+
+template {
+  display: none;
+}
+
+[hidden] {
+  display: none;
+}
+
+html {
+  -webkit-box-sizing: border-box;
+          box-sizing: border-box;
+}
+
+*,
+*::before,
+*::after {
+  -webkit-box-sizing: inherit;
+          box-sizing: inherit;
+}
+
+@-ms-viewport {
+  width: device-width;
+}
+
+html {
+  -ms-overflow-style: scrollbar;
+  -webkit-tap-highlight-color: transparent;
+}
+
+body {
+  font-family: -apple-system, system-ui, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif;
+  font-size: 1rem;
+  font-weight: normal;
+  line-height: 1.5;
+  color: #292b2c;
+  background-color: #fff;
+}
+
+[tabindex="-1"]:focus {
+  outline: none !important;
+}
+
+h1, h2, h3, h4, h5, h6 {
+  margin-top: 0;
+  margin-bottom: .5rem;
+}
+
+p {
+  margin-top: 0;
+  margin-bottom: 1rem;
+}
+
+abbr[title],
+abbr[data-original-title] {
+  cursor: help;
+}
+
+address {
+  margin-bottom: 1rem;
+  font-style: normal;
+  line-height: inherit;
+}
+
+ol,
+ul,
+dl {
+  margin-top: 0;
+  margin-bottom: 1rem;
+}
+
+ol ol,
+ul ul,
+ol ul,
+ul ol {
+  margin-bottom: 0;
+}
+
+dt {
+  font-weight: bold;
+}
+
+dd {
+  margin-bottom: .5rem;
+  margin-left: 0;
+}
+
+blockquote {
+  margin: 0 0 1rem;
+}
+
+a {
+  color: #0275d8;
+  text-decoration: none;
+}
+
+a:focus, a:hover {
+  color: #014c8c;
+  text-decoration: underline;
+}
+
+a:not([href]):not([tabindex]) {
+  color: inherit;
+  text-decoration: none;
+}
+
+a:not([href]):not([tabindex]):focus, a:not([href]):not([tabindex]):hover {
+  color: inherit;
+  text-decoration: none;
+}
+
+a:not([href]):not([tabindex]):focus {
+  outline: 0;
+}
+
+pre {
+  margin-top: 0;
+  margin-bottom: 1rem;
+  overflow: auto;
+}
+
+figure {
+  margin: 0 0 1rem;
+}
+
+img {
+  vertical-align: middle;
+}
+
+[role="button"] {
+  cursor: pointer;
+}
+
+a,
+area,
+button,
+[role="button"],
+input,
+label,
+select,
+summary,
+textarea {
+  -ms-touch-action: manipulation;
+      touch-action: manipulation;
+}
+
+table {
+  border-collapse: collapse;
+  background-color: transparent;
+}
+
+caption {
+  padding-top: 0.75rem;
+  padding-bottom: 0.75rem;
+  color: #636c72;
+  text-align: left;
+  caption-side: bottom;
+}
+
+th {
+  text-align: left;
+}
+
+label {
+  display: inline-block;
+  margin-bottom: .5rem;
+}
+
+button:focus {
+  outline: 1px dotted;
+  outline: 5px auto -webkit-focus-ring-color;
+}
+
+input,
+button,
+select,
+textarea {
+  line-height: inherit;
+}
+
+input[type="radio"]:disabled,
+input[type="checkbox"]:disabled {
+  cursor: not-allowed;
+}
+
+input[type="date"],
+input[type="time"],
+input[type="datetime-local"],
+input[type="month"] {
+  -webkit-appearance: listbox;
+}
+
+textarea {
+  resize: vertical;
+}
+
+fieldset {
+  min-width: 0;
+  padding: 0;
+  margin: 0;
+  border: 0;
+}
+
+legend {
+  display: block;
+  width: 100%;
+  padding: 0;
+  margin-bottom: .5rem;
+  font-size: 1.5rem;
+  line-height: inherit;
+}
+
+input[type="search"] {
+  -webkit-appearance: none;
+}
+
+output {
+  display: inline-block;
+}
+
+[hidden] {
+  display: none !important;
+}
+/*# sourceMappingURL=bootstrap-reboot.css.map */

flaskapp/static/bootstrap/css/bootstrap-reboot.min.css

@@ -0,0 +1 @@
+/*! normalize.css v5.0.0 | MIT License | github.com/necolas/normalize.css */html{font-family:sans-serif;line-height:1.15;-ms-text-size-adjust:100%;-webkit-text-size-adjust:100%}body{margin:0}article,aside,footer,header,nav,section{display:block}h1{font-size:2em;margin:.67em 0}figcaption,figure,main{display:block}figure{margin:1em 40px}hr{-webkit-box-sizing:content-box;box-sizing:content-box;height:0;overflow:visible}pre{font-family:monospace,monospace;font-size:1em}a{background-color:transparent;-webkit-text-decoration-skip:objects}a:active,a:hover{outline-width:0}abbr[title]{border-bottom:none;text-decoration:underline;text-decoration:underline dotted}b,strong{font-weight:inherit}b,strong{font-weight:bolder}code,kbd,samp{font-family:monospace,monospace;font-size:1em}dfn{font-style:italic}mark{background-color:#ff0;color:#000}small{font-size:80%}sub,sup{font-size:75%;line-height:0;position:relative;vertical-align:baseline}sub{bottom:-.25em}sup{top:-.5em}audio,video{display:inline-block}audio:not([controls]){display:none;height:0}img{border-style:none}svg:not(:root){overflow:hidden}button,input,optgroup,select,textarea{font-family:sans-serif;font-size:100%;line-height:1.15;margin:0}button,input{overflow:visible}button,select{text-transform:none}[type=reset],[type=submit],button,html [type=button]{-webkit-appearance:button}[type=button]::-moz-focus-inner,[type=reset]::-moz-focus-inner,[type=submit]::-moz-focus-inner,button::-moz-focus-inner{border-style:none;padding:0}[type=button]:-moz-focusring,[type=reset]:-moz-focusring,[type=submit]:-moz-focusring,button:-moz-focusring{outline:1px dotted ButtonText}fieldset{border:1px solid silver;margin:0 2px;padding:.35em .625em .75em}legend{-webkit-box-sizing:border-box;box-sizing:border-box;color:inherit;display:table;max-width:100%;padding:0;white-space:normal}progress{display:inline-block;vertical-align:baseline}textarea{overflow:auto}[type=checkbox],[type=radio]{-webkit-box-sizing:border-box;box-sizing:border-box;padding:0}[type=number]::-webkit-inner-spin-button,[type=number]::-webkit-outer-spin-button{height:auto}[type=search]{-webkit-appearance:textfield;outline-offset:-2px}[type=search]::-webkit-search-cancel-button,[type=search]::-webkit-search-decoration{-webkit-appearance:none}::-webkit-file-upload-button{-webkit-appearance:button;font:inherit}details,menu{display:block}summary{display:list-item}canvas{display:inline-block}template{display:none}[hidden]{display:none}html{-webkit-box-sizing:border-box;box-sizing:border-box}*,::after,::before{-webkit-box-sizing:inherit;box-sizing:inherit}@-ms-viewport{width:device-width}html{-ms-overflow-style:scrollbar;-webkit-tap-highlight-color:transparent}body{font-family:-apple-system,system-ui,BlinkMacSystemFont,"Segoe UI",Roboto,"Helvetica Neue",Arial,sans-serif;font-size:1rem;font-weight:400;line-height:1.5;color:#292b2c;background-color:#fff}[tabindex="-1"]:focus{outline:0!important}h1,h2,h3,h4,h5,h6{margin-top:0;margin-bottom:.5rem}p{margin-top:0;margin-bottom:1rem}abbr[data-original-title],abbr[title]{cursor:help}address{margin-bottom:1rem;font-style:normal;line-height:inherit}dl,ol,ul{margin-top:0;margin-bottom:1rem}ol ol,ol ul,ul ol,ul ul{margin-bottom:0}dt{font-weight:700}dd{margin-bottom:.5rem;margin-left:0}blockquote{margin:0 0 1rem}a{color:#0275d8;text-decoration:none}a:focus,a:hover{color:#014c8c;text-decoration:underline}a:not([href]):not([tabindex]){color:inherit;text-decoration:none}a:not([href]):not([tabindex]):focus,a:not([href]):not([tabindex]):hover{color:inherit;text-decoration:none}a:not([href]):not([tabindex]):focus{outline:0}pre{margin-top:0;margin-bottom:1rem;overflow:auto}figure{margin:0 0 1rem}img{vertical-align:middle}[role=button]{cursor:pointer}[role=button],a,area,button,input,label,select,summary,textarea{-ms-touch-action:manipulation;touch-action:manipulation}table{border-collapse:collapse;background-color:transparent}caption{padding-top:.75rem;padding-bottom:.75rem;color:#636c72;text-align:left;caption-side:bottom}th{text-align:left}label{display:inline-block;margin-bottom:.5rem}button:focus{outline:1px dotted;outline:5px auto -webkit-focus-ring-color}button,input,select,textarea{line-height:inherit}input[type=checkbox]:disabled,input[type=radio]:disabled{cursor:not-allowed}input[type=date],input[type=time],input[type=datetime-local],input[type=month]{-webkit-appearance:listbox}textarea{resize:vertical}fieldset{min-width:0;padding:0;margin:0;border:0}legend{display:block;width:100%;padding:0;margin-bottom:.5rem;font-size:1.5rem;line-height:inherit}input[type=search]{-webkit-appearance:none}output{display:inline-block}[hidden]{display:none!important}/*# sourceMappingURL=bootstrap-reboot.min.css.map */

flaskapp/static/bootstrap/css/bootstrap-reboot.min.css.map

@@ -0,0 +1 @@
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flaskapp/templates/index.html

@@ -0,0 +1,46 @@
+<html>
+    <head>
+	<title>{{title}}</title>
+	<script src="static/jquery-3.2.0.min.js" ></script>
+	<link rel="stylesheet" href="static/bootstrap/css/bootstrap.min.css"/>
+	<script src="static/bootstrap/js/bootstrap.min.js" ></script>
+    </head>
+    <body>
+	<div class="container">
+	    <div class="row">
+		<div class="col-12">
+		    <h1>{{title}}</h1>
+		    
+		    <div id="accordion" role="tablist" aria-multiselectable="true">
+
+			{% for m in mths %}
+			<div class="card" style="padding-top: 2pt; padding-bottom:2pt; border-radius:0;margin-top:1pt; margin-bottom:1pt">
+			    <div class="" role="tab" id="heading{{m.firstmail}}">
+				<b class="mb-0">
+				    <a data-toggle="collapse" data-parent="#accordion" href="#collapse{{m.firstmail}}" aria-expanded="true" aria-controls="collapse1">
+					{{m.tstr()}}
+				    </a>
+				</b>
+			    </div>
+
+			    <div id="collapse{{m.firstmail}}" class="collapse" role="tabpanel" aria-labelledby="headingOne">
+
+				<div class="card-block">
+				    <div style="white-space: pre-wrap;font:Courier, monospace; font-size:small; width:50em; border: thin blue solid;">					{{ m.text() }}				    </div>
+				</div>
+			    </div>
+			</div>
+			{% endfor %}
+		    </div>
+		    <div style="white-space: pre-wrap;font:Courier, monospace; font-size:small; width:50em">
+
+			{% for m in mths %}
+			ID: {{m.tstr()}}	    
+			{{ m.text() }}
+			{% endfor %}
+			
+		    </div>
+		</div>
+	    </div>
+	</div>
+    </body>