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hombit committed May 31, 2024
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16 changes: 11 additions & 5 deletions docs/tutorials/work_with_lsdb.ipynb
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"id": "6171e5bbd47ce869",
"metadata": {},
"source": [
"# Load large catalog data from the LSDB\n",
"# Load large catalog data with LSDB\n",
"\n",
"Here we load a small part of ZTF DR14 stored as HiPSCat catalog using the [LSDB](https://lsdb.readthedocs.io/).\n",
"Here we load a small part of ZTF DR14 stored as HiPSCat catalog using [LSDB](https://lsdb.readthedocs.io/).\n",
"\n",
"The notebook is an adaptation of [the tutorial](https://github.com/lincc-frameworks/Rare_Gems_Demo/blob/main/Notebook_2_Basic_Time_Domain.ipynb) presented by Neven Caplar at the Rare Gems in Big Data conference, May 2024. "
]
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"id": "c055a44b8ce3b34",
"metadata": {},
"source": [
"## Install LSDB and its dependencies and import the necessary modules\n",
"## Install dependencies for the notebook\n",
"\n",
"We also need `aiohttp`, which is an optional LSDB's dependency, needed to access the catalog data from the web."
"The notebook requires `nested-dask` and few other packages to be installed.\n",
"- `lsdb` to load and join \"object\" (pointing) and \"source\" (detection) ZTF catalogs\n",
"- `light-curve` to extract features from light curves\n",
"- `matplotlib` to plot the results"
]
},
{
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},
"outputs": [],
"source": [
"# Uncomment the following line to install nested-dask\n",
"# %pip install nested-dask\n",
"\n",
"# Comment the following line to skip dependencies installation\n",
"%pip install aiohttp lsdb light-curve matplotlib"
"%pip install --quiet lsdb light-curve matplotlib"
]
},
{
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