|
55 | 55 | },
|
56 | 56 | "outputs": [],
|
57 | 57 | "source": [
|
58 |
| - "%%capture\n", |
59 |
| - "!pip install --upgrade tensorflow-hub scikit-learn\n", |
60 |
| - "!pip install --upgrade \"labelbox[data]\"" |
| 58 | + "!pip install -q --upgrade tensorflow-hub \\\n", |
| 59 | + " scikit-learn \\\n", |
| 60 | + " seaborn \\\n", |
| 61 | + " \"labelbox[data]\"" |
61 | 62 | ]
|
62 | 63 | },
|
63 | 64 | {
|
|
90 | 91 | ")\n",
|
91 | 92 | "from sklearn.random_projection import GaussianRandomProjection\n",
|
92 | 93 | "import seaborn as sns\n",
|
93 |
| - "import datetime\n", |
| 94 | + "from datetime import datetime\n", |
94 | 95 | "from pprint import pprint\n",
|
95 | 96 | "import tensorflow_hub as hub\n",
|
96 | 97 | "from tqdm.notebook import tqdm\n",
|
97 | 98 | "import requests\n",
|
98 |
| - "import tensorflow as tf" |
| 99 | + "import tensorflow as tf\n", |
| 100 | + "from pprint import pprint" |
99 | 101 | ]
|
100 | 102 | },
|
101 | 103 | {
|
|
361 | 363 | " split = \"cko8sbscr0003h2dk04w86hof\"\n",
|
362 | 364 | " \n",
|
363 | 365 | " embeddings.append(list(model(processor(response.content), training=False)[0].numpy()))\n",
|
364 |
| - " dt = datetime.datetime.utcnow() \n", |
| 366 | + " dt = datetime.utcnow() \n", |
365 | 367 | " message =\"my-new-message\"\n",
|
366 | 368 | "\n",
|
367 | 369 | " uploads.append(\n",
|
|
525 | 527 | },
|
526 | 528 | "outputs": [],
|
527 | 529 | "source": [
|
528 |
| - "metadata = mdo.parse_metadata([datarow.metadata])" |
| 530 | + "metadata = mdo.bulk_export([datarow.uid])[0]" |
529 | 531 | ]
|
530 | 532 | },
|
531 | 533 | {
|
|
584 | 586 | },
|
585 | 587 | "outputs": [],
|
586 | 588 | "source": [
|
587 |
| - "len(client.get_data_row(deletes.data_row_id).metadata[\"fields\"])" |
| 589 | + "len(mdo.bulk_export(deletes.data_row_id)[0].fields)" |
588 | 590 | ]
|
589 | 591 | },
|
590 | 592 | {
|
|
608 | 610 | },
|
609 | 611 | "outputs": [],
|
610 | 612 | "source": [
|
611 |
| - "len(client.get_data_row(deletes.data_row_id).metadata[\"fields\"])" |
| 613 | + "len(mdo.bulk_export(deletes.data_row_id)[0].fields)" |
612 | 614 | ]
|
613 | 615 | },
|
614 | 616 | {
|
|
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