path: root/tensorflow/tensorboard/components/vz_projector/vz-projector-data-panel.html

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@license
Copyright 2016 The TensorFlow Authors. All Rights Reserved.

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
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    http://www.apache.org/licenses/LICENSE-2.0

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<link rel="import" href="../polymer/polymer.html">
<link rel="import" href="../paper-button/paper-button.html">
<link rel="import" href="../paper-dropdown-menu/paper-dropdown-menu.html">
<link rel="import" href="../paper-input/paper-input.html">
<link rel="import" href="../paper-input/paper-textarea.html">
<link rel="import" href="../paper-item/paper-item.html">
<link rel="import" href="../paper-listbox/paper-listbox.html">
<link rel="import" href="../paper-icon-button/paper-icon-button.html">
<link rel="import" href="../paper-checkbox/paper-checkbox.html">
<link rel="import" href="../paper-dialog/paper-dialog.html">
<link rel="import" href="../paper-dialog-scrollable/paper-dialog-scrollable.html">
<link rel="import" href="../paper-tooltip/paper-tooltip.html">
<link rel="import" href="../tf-imports/d3.html">
<link rel="import" href="vz-projector-legend.html">
<link rel="import" href="styles.html">
<link rel="import" href="bundle.html">

<dom-module id="vz-projector-data-panel">
<template>
<style include="vz-projector-styles"></style>
<style>
.container {
  padding: 10px 20px 20px 20px;
}

input[type=file] {
  display: none;
}

.file-name {
  margin-right: 10px;
}

.dirs {
  color: rgba(0, 0, 0, 0.7);
  font-size: 12px;
}

.dirs table tr {
  vertical-align: top;
}

.dirs table tr td {
  padding-bottom: 10px;
}

paper-item {
  --paper-item-disabled: {
    border-bottom: 1px solid black;
    justify-content: center;
    font-size: 12px;
    line-height: normal;
    min-height: 0px;
  };
}

.item-details {
  margin-left: 5px;
  color: gray;
  font-size: 12px;
}

paper-dropdown-menu {
  width: 100%;
}

paper-dropdown-menu paper-item {
  justify-content: space-between;
}

.title {
  align-items: center;
  border-bottom: 1px solid rgba(0, 0, 0, 0.1);
  color: black;
  display: flex;
  font-weight: 500;
  height: 59px;
  padding-left: 20px;
}

#normalize-data-checkbox {
  margin: 10px 0;
}

#projector-config-template {
  --paper-input-container-input: {
    line-height: 13px;
    font-family: monospace;
    font-size: 12px;
  };
}

#generate-share-url {
  padding: 16px;
  margin-left: 24px;
}

#projector-share-button-container {
  margin: 10px 0;
}

.config-checkbox {
  display: inline-block;
  font-size: 11px;
  margin-left: 10px;
}

.projector-config-options {
  margin-top: 12px;
}

.projector-config-dialog-container {
  padding: 24px;
}

.code {
  background-color: #f7f7f7;
  display: table;
  font-family: monospace;
  margin-top: 7px;
  padding: 15px;
}

.delimiter {
  color: #B71C1C;
}

.upload-step {
  display: flex;
  justify-content: space-between;
  margin-bottom: 6px;
}

.upload-step paper-button {
  margin-left: 30px;
}

.step-label {
  color: rgb(38, 180, 226);
}

.scrollable-container {
  margin-top: 0;
  min-width: 400px;
}

#projectorConfigDialog p {
  margin: 8px 0 8px;
}

.data-step {
  margin-top: 40px;
}

.data-step-contents {
  display: table;
  width: 100%;
}

.data-step-contents-contents {
  display: table-cell;
  margin-top: 6px;
}

.data-step-contents-upload {
  display: table-cell;
  text-align: right;
  vertical-align: bottom;
}

#demo-data-buttons-container {
  display: none;
}

.colorby-container {
  margin-bottom: 10px;
}
</style>
<div class="title">DATA</div>
<div class="container">
  <!-- List of runs -->
  <template is="dom-if" if="[[_hasChoices(runNames)]]">
    <paper-dropdown-menu no-animations label="[[_getNumRunsLabel(runNames)]] found">
      <paper-listbox attr-for-selected="value" class="dropdown-content" selected="{{selectedRun}}">
        <template is="dom-repeat" items="[[runNames]]">
          <paper-item value="[[item]]" label="[[item]]">
            [[item]]
          </paper-item>
        </template>
      </paper-listbox>
    </paper-dropdown-menu>
  </template>

  <template is="dom-if" if="[[tensorNames]]">
    <!-- List of tensors in checkpoint -->
    <paper-dropdown-menu no-animations label="[[_getNumTensorsLabel(tensorNames)]] found">
      <paper-listbox attr-for-selected="value" class="dropdown-content" selected="{{selectedTensor}}">
        <template is="dom-repeat" items="[[tensorNames]]">
          <paper-item value="[[item.name]]" label="[[item.name]]">
            [[item.name]]
            <span class="item-details">
              [[item.shape.0]]x[[item.shape.1]]
            </span>
          </paper-item>
        </template>
      </paper-listbox>
    </paper-dropdown-menu>
  </template>
  <!-- Label by -->
  <template is="dom-if" if="[[_hasChoices(labelOptions)]]">
    <paper-dropdown-menu no-animations label="Label by">
      <paper-listbox attr-for-selected="value" class="dropdown-content" selected="{{selectedLabelOption}}">
        <template is="dom-repeat" items="[[labelOptions]]">
          <paper-item value="[[item]]" label="[[item]]">
            [[item]]
          </paper-item>
        </template>
      </paper-listbox>
    </paper-dropdown-menu>
  </template>

  <!-- Color by -->
  <div hidden$="[[!_hasChoices(colorOptions)]]" class="colorby-container">
    <paper-dropdown-menu id="colorby" no-animations label="Color by">
      <paper-listbox attr-for-selected="value" class="dropdown-content" selected="{{selectedColorOptionName}}">
        <template is="dom-repeat" items="[[colorOptions]]">
          <paper-item class$="[[getSeparatorClass(item.isSeparator)]]" value="[[item.name]]" label="[[item.name]]" disabled="[[item.isSeparator]]">
            [[item.name]]
            <span class="item-details">[[item.desc]]</span>
          </paper-item>
        </template>
      </paper-listbox>
    </paper-dropdown-menu>
    <div hidden$="[[!showForceCategoricalColorsCheckbox]]">
      <paper-checkbox id="force-categorical-checkbox"></paper-checkbox>
      Use categorical coloring
      <paper-icon-button icon="help" class="help-icon"></paper-icon-button>
      <paper-tooltip position="bottom" animation-delay="0" fit-to-visible-bounds>
        For metadata fields that have many unique values we use a gradient color map
        by default. This checkbox allows you to force categorical coloring by a given
        metadata field.
      </paper-tooltip>
    </div>
    <template dom-if="[[colorLegendRenderInfo]]">
      <vz-projector-legend render-info="[[colorLegendRenderInfo]]"></vz-projector-legend>
    </template>
  </div>
  <paper-checkbox id="normalize-data-checkbox" checked="{{normalizeData}}">
    Sphereize data
    <paper-icon-button icon="help" class="help-icon"></paper-icon-button>
    <paper-tooltip position="bottom" animation-delay="0" fit-to-visible-bounds>
      The data is normalized by shifting each point by the centroid and making
      it unit norm.
    </paper-tooltip>
  </paper-checkbox>
  <p id="demo-data-buttons-container">
    <span>
      <paper-tooltip position="bottom" animation-delay="0" fit-to-visible-bounds>
        Load data from your computer
      </paper-tooltip>
      <paper-button id="upload" class="ink-button" onclick="dataDialog.open()">Load data</paper-button>
    </span>
    <span id="publish-container">
      <paper-tooltip position="bottom" animation-delay="0" fit-to-visible-bounds>
        Publish your embedding visualization and data
      </paper-tooltip>
      <paper-button id="host-embedding" class="ink-button" onclick="projectorConfigDialog.open()">Publish</paper-button>
    </span>
  </p>
  <div>
    <paper-dialog id="dataDialog" with-backdrop>
      <h2>Load data from your computer</h2>
      <paper-dialog-scrollable class="scrollable-container">
        <div class="data-step" id="upload-tensors-step-container">
          <div class="upload-step">
            <div>
                <b><span class="step-label">Step 1:</span> Load a TSV file of vectors.</b>
            </div>
          </div>
          <div class="data-step-contents">
            <div class="data-step-contents-contents">
              Example of 3 vectors with dimension 4:
              <div class="code">
                0.1<span class="delimiter">\t</span>0.2<span class="delimiter">\t</span>0.5<span class="delimiter">\t</span>0.9<br/>
                0.2<span class="delimiter">\t</span>0.1<span class="delimiter">\t</span>5.0<span class="delimiter">\t</span>0.2<br/>
                0.4<span class="delimiter">\t</span>0.1<span class="delimiter">\t</span>7.0<span class="delimiter">\t</span>0.8
              </div>
            </div>
            <div class="data-step-contents-upload">
              <paper-button id="upload-tensors" title="Choose a TSV tensor file">Choose file</paper-button>
              <input type="file" id="file" name="file"/>
            </div>
          </div>
        </div>
        <div class="data-step">
          <div class="upload-step">
            <div>
                <span class="step-label" id="upload-metadata-label"><b>Step 2</b> (optional):</span> <b>Load a TSV file of metadata.</b>
            </div>
          </div>
          <div class="data-step-contents">
            <div class="data-step-contents-contents">
              Example of 3 data points and 2 columns.<br/>
              <i>Note: If there is more than one column, the first row will be parsed as column labels.</i>
              <div class="code">
                <b>Pokémon<span class="delimiter">\t</span>Species</b><br/>
                Wartortle<span class="delimiter">\t</span>Turtle<br/>
                Venusaur<span class="delimiter">\t</span>Seed<br/>
                Charmeleon<span class="delimiter">\t</span>Flame
              </div>
            </div>
            <div class="data-step-contents-upload">
              <paper-button id="upload-metadata" title="Choose a TSV metadata file" class="ink-button">Choose file</paper-button>
              <input type="file" id="file-metadata" name="file-metadata"/>
            </div>
          </div>
        </div>
      </paper-dialog-scrollable>
      <div class="dismiss-dialog-note">Click outside to dismiss.</div>
    </paper-dialog>
    <paper-dialog id="projectorConfigDialog" with-backdrop>
      <h2>Publish your embedding visualization and data</h2>
      <paper-dialog-scrollable class="scrollable-container">
        <div>
          <p>
            If you'd like to share your visualization with the world, follow these simple steps.
            See <a target=_blank href="https://www.tensorflow.org/get_started/embedding_viz">this tutorial</a> for more.
          </p>
          <h4><span class="step-label">Step 1:</span> Make data public</h4>
          <p>
            Host tensors, metadata, sprite image, and bookmarks TSV files <i>publicly</i> on the web.
          </p>
          <p>
            One option is using a <a target=_blank href="https://gist.github.com/">github gist</a>.
            If you choose this approach, make sure to link directly to the raw file.
          </p>
        </div>
        <div>
          <h4><span class="step-label">Step 2:</span> Projector config</h4>
          <div class="projector-config-options">
            <i>Optional:</i>
            <div class="config-checkbox">
              <paper-checkbox id="config-metadata-checkbox" checked>Metadata</paper-checkbox>
            </div>
            <div class="config-checkbox">
              <paper-checkbox id="config-sprite-checkbox">Sprite</paper-checkbox>
            </div>
            <div class="config-checkbox">
              <paper-checkbox id="config-bookmarks-checkbox">Bookmarks</paper-checkbox>
            </div>
          </div>
        </div>
        <paper-textarea id="projector-config-template" label="template_projector_config.json"></paper-textarea>
        <div>
          <h4><span class="step-label">Step 3:</span> Host projector config</h4>
          After you have hosted the projector config JSON file you built above, paste the URL to the config below.
        </div>
        <paper-input id="projector-config-url" label="Path to projector config"></paper-input>
        <paper-input id="projector-share-url" label="Your shareable URL" readonly></paper-input>
        <div id="projector-share-button-container">
          <a target=_blank id="projector-share-url-link">
            <paper-button title="Test your shareable URL" class="ink-button">Test your shareable URL</paper-button>
          </a>
        </div>
      </paper-dialog-scrollable>
      <div class="dismiss-dialog-note">Click outside to dismiss.</div>
    </paper-dialog>
  </div>
  <div class="dirs">
    <table>
      <tr>
        <td>Checkpoint:</td>
        <td><span id="checkpoint-file"></span></td>
      </tr>
      <tr>
        <td>Metadata:</td>
        <td><span id="metadata-file"></span></td>
      </tr>
    </table>
  </div>
</div>
<!-- Closing global template -->
</template>
<script src="vz-projector-data-panel.js"></script>
</dom-module>