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‎DP1/100_How_to_Use_RSP_Tools/103_Image_access_and_display/103_2_Simple_Image_Access_SIA.ipynb‎

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{
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"cell_type": "markdown",
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"id": "9239fea9-0dc7-4586-b1bb-54b2952f4f30",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2025-06-19T02:37:48.201736Z",
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}
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},
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"metadata": {},
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"source": [
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"Option to show the full table of results."
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]

‎DP1/100_How_to_Use_RSP_Tools/103_Image_access_and_display/103_4_Small_Image_Cutout.ipynb‎

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{
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"cell_type": "markdown",
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"id": "5ddf1d6c-7acb-4467-8a32-4659bd45ab5b",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2025-06-11T23:08:20.236367Z",
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"iopub.status.busy": "2025-06-11T23:08:20.236138Z",
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"metadata": {},
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"source": [
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"In the table, the `access_url` contains the web URL datalink for the requested deep_coadd. This datalink will be needed to generate the image cutout.\n"
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]
@@ -569,9 +561,7 @@
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"cell_type": "code",
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"execution_count": null,
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"id": "4e962caa-df6c-4d6f-bbc1-fbf042243ff4",
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"metadata": {
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"scrolled": true
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},
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"metadata": {},
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"outputs": [],
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"source": [
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"display = afwDisplay.Display()\n",

‎DP1/100_How_to_Use_RSP_Tools/104_Butler_data_access/104_1_Get_started_with_the_butler.ipynb‎

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{
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"cell_type": "markdown",
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"id": "a8f211a7-276b-4c66-95c6-1bd5e70824ba",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2025-04-06T20:50:50.091193Z",
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"iopub.status.busy": "2025-04-06T20:50:50.090907Z",
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}
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},
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"metadata": {},
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"source": [
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"Option: define the `dataId` as a dictionary, `dataId`, and pass it to the `butler.get` statement."
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]

‎DP1/100_How_to_Use_RSP_Tools/104_Butler_data_access/104_2_Explore_the_butler_repo.ipynb‎

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{
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"cell_type": "markdown",
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"id": "b1351c05-47b7-4acb-b36d-de6b39b3aa9d",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2025-05-05T22:33:59.034547Z",
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"iopub.status.busy": "2025-05-05T22:33:59.034216Z",
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}
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},
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"metadata": {},
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"source": [
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"Show the schema for the `skymap`."
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]
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{
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"cell_type": "markdown",
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"id": "01a0557d-79ce-4ed0-a501-486dd65cccf3",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2025-05-05T23:07:06.883028Z",
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"iopub.status.busy": "2025-05-05T23:07:06.882766Z",
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}
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},
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"metadata": {},
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"source": [
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"Print the tract and two patch ids for all that overlap the provided coordinates."
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]

‎DP1/100_How_to_Use_RSP_Tools/104_Butler_data_access/104_3_Image_queries_with_the_butler.ipynb‎

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{
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"cell_type": "markdown",
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"id": "d99f33c9-bfcf-4c54-b60f-6f11622546ce",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2025-05-07T01:40:18.936952Z",
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}
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},
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"metadata": {},
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"source": [
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"Use a `-` in front of the string to reverse sort."
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]
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{
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"cell_type": "markdown",
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"id": "926edbb9-ae3d-43a7-9444-2b300c92123a",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2025-05-07T02:10:52.734498Z",
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"iopub.status.busy": "2025-05-07T02:10:52.733703Z",
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"iopub.status.idle": "2025-05-07T02:10:52.738453Z",
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"shell.execute_reply.started": "2025-05-07T02:10:52.734474Z"
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}
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},
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"metadata": {},
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"source": [
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"Execute a query for data with dataset type `deep_coadd` that overlap the defined coordinates.\n",
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"Since the region is larger, significantly more deep coadd image patches are returned."

‎DP1/100_How_to_Use_RSP_Tools/104_Butler_data_access/104_4_Catalog_queries_with_the_butler.ipynb‎

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{
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"id": "0ec1c2d6-e92e-43f6-b2b8-fd2150a7cfb1",
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"metadata": {
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"execution": {
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"metadata": {},
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"source": [
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"Use a `-` in front of the string to reverse sort."
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{
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"cell_type": "markdown",
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"id": "4ebd57a1-86ae-4e30-b04d-a8e02a7e9c3f",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2025-06-18T21:31:57.905176Z",
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},
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"metadata": {},
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"source": [
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"Use a `-` in front of the limit value to have the query return a warning if\n",
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"there were more results that were not returned."
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{
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"cell_type": "markdown",
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"id": "53bb1e82-db6f-4ad7-b644-c006b3af4540",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2025-06-18T17:37:33.034967Z",
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"iopub.status.busy": "2025-06-18T17:37:33.034299Z",
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}
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},
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"metadata": {},
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"source": [
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"## 3. Spatial queries for tables\n",
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"\n",

‎DP1/100_How_to_Use_RSP_Tools/105_Image_reprocessing/105_3_Forced_Photometry.ipynb‎

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{
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"cell_type": "markdown",
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"id": "b93c2c73-cd30-4d00-bd11-eda5ebbfb8cf",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2025-06-07T08:43:43.868244Z",
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}
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},
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"metadata": {},
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"source": [
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"Grab the first 5 matching entries with just their `objectId` and coordinates for testing. These are the only required inputs for the `ForcedMeasurementDriverTask`."
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{
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"cell_type": "markdown",
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"id": "0abd209b-d6b2-4ec5-95d5-7171bb1465fc",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2025-05-21T19:16:20.989310Z",
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"iopub.status.busy": "2025-05-21T19:16:20.989024Z",
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},
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"metadata": {},
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"source": [
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"## 3. Run the forced measurement driver"
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‎DP1/200_Data_Products/201_Catalogs/201_10_Visit_table.ipynb‎

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{
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"cell_type": "markdown",
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"id": "d3383f6e-8c34-4cb7-aa2f-12e9b7f8efc0",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2025-02-08T21:21:31.996887Z",
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}
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"metadata": {},
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"source": [
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"Create an instance of the Rubin data Butler, and assert that it exists."
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]
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{
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"cell_type": "markdown",
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"id": "603e06a9-107f-4b8b-ab10-1f9c069a5eba",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2025-06-07T22:52:06.139975Z",
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"iopub.status.busy": "2025-06-07T22:52:06.139319Z",
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}
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},
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"metadata": {},
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"source": [
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"Show that there is only one dataset reference for the \"LSSTComCam\" `visit_table`."
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]

‎DP1/200_Data_Products/201_Catalogs/201_11_CcdVisit_table.ipynb‎

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{
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"cell_type": "markdown",
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"id": "b3d6c548-ec2e-452a-b2fc-0481d5b56bb8",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2025-06-08T00:46:46.977963Z",
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"iopub.status.busy": "2025-06-08T00:46:46.976974Z",
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"iopub.status.idle": "2025-06-08T00:46:46.980869Z",
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"shell.execute_reply.started": "2025-06-08T00:46:46.977932Z"
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}
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},
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"metadata": {},
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"source": [
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"Confirm that the `visit_detector_table` has 16071 rows."
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]

‎DP1/200_Data_Products/201_Catalogs/201_1_Object_table.ipynb‎

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"cell_type": "code",
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"execution_count": null,
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"id": "cddc1458",
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"execution": {
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"iopub.execute_input": "2025-06-24T18:53:33.916643Z",
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"metadata": {},
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"outputs": [],
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"source": [
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"import re\n",
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"id": "d3383f6e-8c34-4cb7-aa2f-12e9b7f8efc0",
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"execution": {
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"iopub.execute_input": "2025-02-08T21:21:31.996887Z",
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"iopub.status.busy": "2025-02-08T21:21:31.996219Z",
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"metadata": {},
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"source": [
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"Create an instance of the TAP service, and assert that it exists."
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"cell_type": "code",
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"id": "21bf8b9d-b292-4ac2-a529-ea7c12764d1b",
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"execution": {
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"iopub.execute_input": "2025-06-24T18:53:35.530822Z",
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"iopub.status.busy": "2025-06-24T18:53:35.530518Z",
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"metadata": {},
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"outputs": [],
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"source": [
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"butler = Butler('dp1', collections=\"LSSTComCam/DP1\")\n",
@@ -265,15 +241,7 @@
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{
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"cell_type": "markdown",
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"id": "588db4e1-39a3-443b-874b-1588a8345806",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2025-05-31T23:16:18.135961Z",
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"iopub.status.busy": "2025-05-31T23:16:18.135609Z",
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}
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},
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"metadata": {},
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"source": [
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"Option to search column names that contain the string `temp`."
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]

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