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[SN-94] Update notebooks for Project set_labeling_parameter_overrides add support for global keys #1342

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merged 1 commit into from
Jan 4, 2024
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[SN-94] Update notebooks for Project set_labeling_parameter_overrides add support for global keys #1342

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73 changes: 45 additions & 28 deletions examples/project_configuration/queue_management.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -73,14 +73,14 @@
"metadata": {},
"source": [
"# API Key and Client\n",
"Provide a valid api key below in order to properly connect to the Labelbox Client."
"See the developer guide for [creating an API key](https://docs.labelbox.com/reference/create-api-key)."
],
"cell_type": "markdown"
},
{
"metadata": {},
"source": [
"# Add your api key\n",
"# Add your API key\n",
"API_KEY = \"\"\n",
"client = lb.Client(api_key=API_KEY)"
],
Expand All @@ -98,9 +98,7 @@
{
"metadata": {},
"source": [
"## Create two Labelbox projects\n",
"# Project defaults to batch mode with benchmark quality settings if queue mode argument is not provided\n",
"# Note that queue mode will be deprecated once dataset mode is deprecated \n",
"# Create Labelbox project\n",
"\n",
"project = client.create_project(name=\"batch-test-project\",\n",
" description=\"a description\",\n",
Expand Down Expand Up @@ -139,7 +137,7 @@
"data_rows = dataset.create_data_rows(uploads)\n",
"data_rows.wait_till_done()\n",
"print(\"Errors\" , data_rows.errors)\n",
"print(\"Dataset status: \", data_rows.status)"
"print(\"Dataset status: \", data_rows.status)\n"
],
"cell_type": "code",
"outputs": [],
Expand Down Expand Up @@ -196,33 +194,48 @@
"source": [
"## Queue Order\n",
"- Add priority for each data row\n",
"- Remove all the batch priority in your project"
"- Update priority for each data row"
],
"cell_type": "markdown"
},
{
"metadata": {},
"source": [
"## See current LPOs\n",
"print(project.labeling_parameter_overrides().get_many(4))\n",
"# Select data rows from batches \n",
"data_rows = []\n",
"for batch in list(project.batches()):\n",
" for data_row in batch.export_data_rows(): \n",
" data_rows.append(data_row)\n",
"\n",
"# Get label parameter overrides (LPOs)\n",
"project_lpos = list(project.labeling_parameter_overrides())\n",
"\n",
"## Select data rows from batches \n",
"data_rows = []\n",
"for b in list(project.batches()):\n",
" for dr in b.export_data_rows(): \n",
" data_rows.append(dr)\n",
" \n",
"## Add LPOs\n",
"lpos1 = []\n",
"p=1;\n",
"for dr in data_rows: \n",
" lpos1.append((dr, p, 1))\n",
" p+=1\n",
"for lpo in project_lpos:\n",
" print(lpo)\n",
" print(\"Data row:\", lpo.data_row().uid)"
],
"cell_type": "code",
"outputs": [],
"execution_count": null
},
{
"metadata": {},
"source": [
"# Add LPOs\n",
"lpos = []\n",
"priority=1\n",
"for data_row in data_rows: \n",
" lpos.append((data_row, priority, 1))\n",
" priority+=1\n",
"\n",
"\n",
"project.set_labeling_parameter_overrides(lpos1)\n",
"# Get the project's LPOs"
"project.set_labeling_parameter_overrides(lpos)\n",
"\n",
"# Check results\n",
"project_lpos = list(project.labeling_parameter_overrides())\n",
"\n",
"for lpo in project_lpos:\n",
" print(lpo)"
],
"cell_type": "code",
"outputs": [],
Expand All @@ -231,14 +244,18 @@
{
"metadata": {},
"source": [
"## Verify LPOs\n",
"# Update LPOs\n",
"global_keys = []\n",
"for data_row in data_rows:\n",
" global_keys.append(data_row.global_key)\n",
"\n",
"project.update_data_row_labeling_priority(data_rows=lb.GlobalKeys(global_keys), priority=1)\n",
"\n",
"# Check results\n",
"project_lpos = list(project.labeling_parameter_overrides())\n",
"## Remove LPOs\n",
"# project.unset_labeling_parameter_overrides(dataset.export_data_rows())\n",
"\n",
"for lpo in project_lpos:\n",
" print(lpo)\n",
" print(\"Data row:\", lpo.data_row().uid)"
" print(lpo)"
],
"cell_type": "code",
"outputs": [],
Expand Down