File size: 3,264 Bytes
e756a65
 
abf9047
 
e756a65
 
 
 
abf9047
d1d8eae
abf9047
 
 
 
 
 
d1d8eae
abf9047
 
 
 
 
61d63d5
d1d8eae
61d63d5
abf9047
61d63d5
 
 
e756a65
 
61d63d5
 
 
 
 
 
e756a65
 
 
61d63d5
 
 
 
 
 
 
 
 
e756a65
61d63d5
 
 
 
e756a65
61d63d5
 
 
 
 
 
 
 
 
e756a65
 
 
 
 
61d63d5
e756a65
abf9047
 
 
 
e756a65
abf9047
 
 
 
 
e756a65
abf9047
 
e756a65
 
abf9047
 
 
 
 
 
 
 
e756a65
61d63d5
 
 
e756a65
61d63d5
 
e756a65
61d63d5
 
 
 
 
e756a65
61d63d5
 
 
e756a65
61d63d5
 
e756a65
61d63d5
 
 
 
 
abf9047
 
 
61d63d5
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
if (document.location.search.includes('dark-theme=true')) {
  document.body.classList.add('dark-theme');
}

let cursor = 0;
const RANGE = 5;
const LIMIT = 16_000;

const textToImage = async (text) => {
  const inferenceResponse = await fetch(`infer_biggan?input=${text}`);
  const inferenceBlob = await inferenceResponse.blob();

  return URL.createObjectURL(inferenceBlob);
};

const translateText = async (text) => {
  const inferResponse = await fetch(`infer_t5?input=${text}`);
  const inferJson = await inferResponse.json();

  return inferJson.output;
};

const queryDataset = async (start, end) => {
  const queryResponse = await fetch(`query_emotion?start=${start}&end=${end}`);
  const queryJson = await queryResponse.json();

  return queryJson.output;
};

const updateTable = async (cursor, range = RANGE) => {
  const table = document.querySelector('.dataset-output');

  const fragment = new DocumentFragment();

  const observations = await queryDataset(cursor, cursor + range);

  for (const observation of observations) {
    let row = document.createElement('tr');
    let text = document.createElement('td');
    let emotion = document.createElement('td');

    text.textContent = observation.text;
    emotion.textContent = observation.emotion;

    row.appendChild(text);
    row.appendChild(emotion);
    fragment.appendChild(row);
  }

  table.innerHTML = '';

  table.appendChild(fragment);

  table.insertAdjacentHTML(
    'afterbegin',
    `<thead>
      <tr>
        <td>text</td>
        <td>emotion</td>
      </tr>
    </thead>`
  );
};

const imageGenSelect = document.getElementById('image-gen-input');
const imageGenImage = document.querySelector('.image-gen-output');
const textGenForm = document.querySelector('.text-gen-form');
const tableButtonPrev = document.querySelector('.table-previous');
const tableButtonNext = document.querySelector('.table-next');

imageGenSelect.addEventListener('change', async (event) => {
  const value = event.target.value;

  try {
    imageGenImage.src = await textToImage(value);
    imageGenImage.alt = value + ' generated from BigGAN AI model';
  } catch (err) {
    console.error(err);
  }
});

textGenForm.addEventListener('submit', async (event) => {
  event.preventDefault();

  const textGenInput = document.getElementById('text-gen-input');
  const textGenParagraph = document.querySelector('.text-gen-output');

  try {
    textGenParagraph.textContent = await translateText(textGenInput.value);
  } catch (err) {
    console.error(err);
  }
});

tableButtonPrev.addEventListener('click', () => {
  cursor = cursor > RANGE ? cursor - RANGE : 0;

  if (cursor < RANGE) {
    tableButtonPrev.classList.add('hidden');
  }
  if (cursor < LIMIT - RANGE) {
    tableButtonNext.classList.remove('hidden');
  }

  updateTable(cursor);
});

tableButtonNext.addEventListener('click', () => {
  cursor = cursor < LIMIT - RANGE ? cursor + RANGE : cursor;

  if (cursor >= RANGE) {
    tableButtonPrev.classList.remove('hidden');
  }
  if (cursor >= LIMIT - RANGE) {
    tableButtonNext.classList.add('hidden');
  }

  updateTable(cursor);
});

textToImage(imageGenSelect.value)
  .then((image) => (imageGenImage.src = image))
  .catch(console.error);

updateTable(cursor)
  .catch(console.error);