diff --git a/mos_target_fits.ipynb b/mos_target_fits.ipynb new file mode 100644 index 0000000..f0e9c10 --- /dev/null +++ b/mos_target_fits.ipynb @@ -0,0 +1,400 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "bed3cbcb", + "metadata": {}, + "source": [ + "# Working with MOS target files\n", + "\n", + "## Learning goals\n", + "\n", + "The goal of this tutorial is to introduce you to the MOS target files, which contain information about the targets observed with the SDSS-V Multi-Object Spectrograph (MOS) spectrographs (i.e., APOGEE and BOSS). In particular, this tutorial uses the FITS version of the MOS target files. By the end of this tutorial, you should be able to:\n", + "\n", + "- Understand what the MOS target files are and what information they contain.\n", + "- Access the MOS target files using the `sdss-access` package.\n", + "- Read the MOS target FITS files using `astropy`, including how to handle catalogues that have been partitioned into multiple files.\n", + "\n", + "## What are the MOS target files?\n", + "\n", + "SDSS-V target selection is a complex process that involves cross-matching multiple input catalogues and then applying various sets of selection criteria to identify targets that are suitable for observation with the SDSS-V MOS spectrographs. Each set of selection criteria is referred to as a \"carton\" and it defines a target class of objects that are of interest for a specific SDSS-V science program (e.g., RM, AQMES, Galactic Genesis, etc.) The input catalogues, results of the cross-match, and carton outputs, are stored in a PostgreSQL database at University of Utah. The contents of the database are also accessible to the public through the Catalog Archive Server (CAS) for each data release. More information about the SDSS-V target selection process can be found [here](https://www.sdss.org/dr20/targeting/).\n", + "\n", + "The MOS target files contain the same information as the target selection database and are named for each one of the tables in the database. For example, the `catalogdb.catalog` table (`mos_catalog` in CAS) contains the `catalogid` identifiers for each unique target for a specific cross-match. This table is released as the [mos_target_catalog](https://data.sdss.org/datamodel/files/MOS_TARGET/V_TARG/mos_target_catalog.html) file product. The list of all MOS target products can be found in a table at the bottom of [this page](https://sdss.org/dr20/targeting/cross-match/).\n", + "\n", + "For each table/MOS target product we provide two types of files: binary FITS tables and [Parquet files](https://parquet.apache.org). We recommend using [Parquet files](#using-parquet-files) as they are smaller, more efficient to read, and they can be processed in such a way that you can handle data that is larger than your computer's memory. To bypass that problem, the FITS files for large tables are partitioned into multiple files, which can be read one at a time. This tutorial uses the FITS files. We recommend reading the `mos_target_parquet.ipynb` notebook first, which includes examples of how to read the Parquet files.\n", + "\n", + "## Dependencies\n", + "\n", + "This tutorial makes use of the following Python packages:\n", + "\n", + "- `sdss-access` to access SDSS data.\n", + "- `astropy` to read FITS files.\n", + "\n", + "These packages can be installed using `pip`:\n", + "\n", + "```bash\n", + "pip install sdss_access astropy\n", + "```\n" + ] + }, + { + "cell_type": "markdown", + "id": "42cc84b2", + "metadata": {}, + "source": [ + "## Which files should I use?\n", + "\n", + "These are our recommendations when querying the MOS targeting data:\n", + "\n", + "- If you can, use [CASJobs](https://casjobs.sdss.org/) to query the `mos_` tables. Those tables have indices that will make most queries faster, and you don't need to worry about downloading large files or making sure your computer has enough memory.\n", + "- If CASJobs is not an option, use the Parquet files and `polars` to read them. With Parquet files you don't need to worry about chunking, and `polars` will allow you to perform operations on the data without having to load it all in memory.\n", + "- Use FITS files only as a last resource if you are using a programming language that doesn't have good support for Parquet files (e.g., IDL) or if you want to use the files with a software that only accepts FITS files.\n" + ] + }, + { + "cell_type": "markdown", + "id": "3f6a9b54", + "metadata": {}, + "source": [ + "## Using FITS files\n", + "\n", + "In this section we will show how to work with the MOS target FITS files. As mentioned above, we do not recommend using these files unless you are using a programming language that doesn't have good support for Parquet files (in which case a Python tutorial may not be that useful!)\n", + "\n", + "The MOS target FITS files contain the same information as the Parquet files in the form of binary FITS tables. However, to ensure that each file can be read in memory, large tables are partitioned into multiple files. For example, the `mos_target_sdss_id_flat` table is partitioned in 140 files, `mos_sdss_id_flat-001.fits` to `mos_sdss_id_flat-140.fits`. Let's write a function to retrieve the file paths. FITS files are also less efficient storing data than Parquet, so the total size of the FITS files for this example is significantly larger than the Parquet files.\n", + "\n", + "
\n", + "Warning: This code expects the code to exist locally and will not download any data. We recommend running this notebook in SciServer. If you are sure that you want to download the data locally, set the download parameter to True.\n", + "
\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "db75e5b0", + "metadata": {}, + "outputs": [], + "source": [ + "from sdss_access import Access, Path\n", + "\n", + "import os\n", + "import pathlib\n", + "\n", + "# For DR20, the targeting version is 2.0.0.\n", + "V_TARG = \"2.0.0\"\n", + "\n", + "# If necessary, set the SAS_BASE_PATH environment variable.\n", + "os.environ[\"SAS_BASE_DIR\"] = \"/uufs/chpc.utah.edu/common/home/sdss50/\"\n", + "\n", + "\n", + "def get_mos_target_fits_path(mos_target_product, download=False):\n", + " \"\"\"Get the path to the FITS file for a given MOS target product, downloading it if it doesn't exist.\"\"\"\n", + "\n", + " path = Path(release=\"DR20\")\n", + "\n", + " # Get the local SAS path to the FITS file for the specified MOS target product.\n", + " mos_target_path = path.full(mos_target_product, v_targ=V_TARG, ftype=\"fits\", num=\"*\")\n", + "\n", + " # If the file contains a * it means it's partitioned. We do a bit of globbing to get all the files.\n", + " if \"*\" in mos_target_path:\n", + " mos_target_paths = pathlib.Path(mos_target_path).parent.glob(pathlib.Path(mos_target_path).name)\n", + " mos_target_paths = list(sorted(map(str, mos_target_paths)))\n", + " else:\n", + " mos_target_paths = [mos_target_path]\n", + "\n", + " # Check that all the files exist.\n", + " if not all(pathlib.Path(file).exists() for file in mos_target_paths):\n", + " if download:\n", + " access = Access(release=\"DR20\")\n", + " access.remote()\n", + " access.add(mos_target_product, v_targ=V_TARG, ftype=\"fits\", num=\"*\")\n", + " access.set_stream()\n", + " access.commit()\n", + " else:\n", + " raise FileNotFoundError(f\"One or more files for {mos_target_product!r} do not exist locally.\")\n", + "\n", + " return mos_target_paths" + ] + }, + { + "cell_type": "markdown", + "id": "e0863891", + "metadata": {}, + "source": [ + "This looks pretty similar to the Parquet function but note that we are adding `num=\"*\"` to retrieve all the chunk files for each table. Let's see the result for the `mos_target_sdss_id_flat` and `mos_carton` tables. The first one will be a list of multiple files, with the second containing a single file because the `carton` table is small and doesn't need to be partitioned.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "83891e91", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['/uufs/chpc.utah.edu/common/home/sdss50/dr20/mos/target/2.0.0/fits/mos_sdss_id_flat-001.fits', '/uufs/chpc.utah.edu/common/home/sdss50/dr20/mos/target/2.0.0/fits/mos_sdss_id_flat-002.fits', '/uufs/chpc.utah.edu/common/home/sdss50/dr20/mos/target/2.0.0/fits/mos_sdss_id_flat-003.fits', '/uufs/chpc.utah.edu/common/home/sdss50/dr20/mos/target/2.0.0/fits/mos_sdss_id_flat-004.fits', '/uufs/chpc.utah.edu/common/home/sdss50/dr20/mos/target/2.0.0/fits/mos_sdss_id_flat-005.fits', '/uufs/chpc.utah.edu/common/home/sdss50/dr20/mos/target/2.0.0/fits/mos_sdss_id_flat-006.fits', 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'/uufs/chpc.utah.edu/common/home/sdss50/dr20/mos/target/2.0.0/fits/mos_sdss_id_flat-137.fits', '/uufs/chpc.utah.edu/common/home/sdss50/dr20/mos/target/2.0.0/fits/mos_sdss_id_flat-138.fits', '/uufs/chpc.utah.edu/common/home/sdss50/dr20/mos/target/2.0.0/fits/mos_sdss_id_flat-139.fits', '/uufs/chpc.utah.edu/common/home/sdss50/dr20/mos/target/2.0.0/fits/mos_sdss_id_flat-140.fits']\n", + "['/uufs/chpc.utah.edu/common/home/sdss50/dr20/mos/target/2.0.0/fits/mos_carton.fits']\n" + ] + } + ], + "source": [ + "mos_carton_files = get_mos_target_fits_path(\"mos_target_carton\", download=False)\n", + "mos_carton_to_target_files = get_mos_target_fits_path(\"mos_target_carton_to_target\", download=False)\n", + "mos_target_files = get_mos_target_fits_path(\"mos_target_target\", download=False)\n", + "mos_sdss_id_flat_files = get_mos_target_fits_path(\"mos_target_sdss_id_flat\", download=False)\n", + "mos_catalog_to_gaia_dr3_files = get_mos_target_fits_path(\"mos_target_catalog_to_gaia_dr3_source\", download=False)\n", + "mos_gaia_dr3_files = get_mos_target_fits_path(\"mos_target_gaia_dr3_source\", download=False)\n", + "\n", + "print(mos_sdss_id_flat_files)\n", + "print(mos_carton_files)\n" + ] + }, + { + "cell_type": "markdown", + "id": "49385a79", + "metadata": {}, + "source": [ + "There are two main ways to handle the partitioned files: we can either read each of them sequentially and concatenate the results (e.g., with the `astropy.table` `vstack` function), or we can read them one at a time and perform the necessary operations on each file before moving to the next one, saving the results we are interested in. The first approach is a bit less convoluted but it may exceed the available memory if the resulting table is too large. Here we will take the second approach.\n", + "\n", + "We'll start by reading the `mos_carton` file and getting the `carton_pk` identifiers for the Galactic Genesis cartons.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "95871aed", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " carton carton_pk mapper_pk ... program target_selection_plan\n", + "------------------- --------- --------- ... -------- ---------------------\n", + " mwm_snc_100pc 126 0 ... mwm_snc 0.1.0\n", + " mwm_snc_250pc 127 0 ... mwm_snc 0.1.0\n", + " mwm_cb_300pc 128 0 ... mwm_cb 0.1.0\n", + "mwm_cb_cvcandidates 134 0 ... mwm_cb 0.1.0\n", + " mwm_halo_sm 140 0 ... mwm_halo 0.1.0\n", + " mwm_halo_bb 143 0 ... mwm_halo 0.1.0\n", + " mwm_yso_s1 144 0 ... mwm_yso 0.1.0\n", + " mwm_yso_s2 145 0 ... mwm_yso 0.1.0\n", + " mwm_yso_s2-5 146 0 ... mwm_yso 0.1.0\n", + " mwm_yso_s3 147 0 ... mwm_yso 0.1.0\n" + ] + } + ], + "source": [ + "import numpy\n", + "from astropy.table import Table\n", + "\n", + "# Read the carton table and print a sample.\n", + "carton_table = Table.read(mos_carton_files[0], format=\"fits\")\n", + "print(carton_table[:10])" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "868405a5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Carton PKs: [544, 1628, 1810, 1811]\n" + ] + } + ], + "source": [ + "# This file species is a single file, so we can do normal slicing on it.\n", + "# But we want to get any carton that starts with \"mwm_galactic_core\", which\n", + "# is not totally trivial. Since the table is small, we will simply loop over the rows.\n", + "carton_pks = []\n", + "for row in carton_table:\n", + " if row[\"carton\"].startswith(\"mwm_galactic_core\"):\n", + " carton_pks.append(int(row[\"carton_pk\"]))\n", + "\n", + "print(f\"Carton PKs: {carton_pks}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "9e2722c7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "target_pk\n", + "---------\n", + "246626552\n", + "246628288\n", + "246629026\n", + "246650074\n", + "246650089\n", + "246650110\n", + "246650860\n", + "246655241\n", + "246655333\n", + "246655420\n", + " ...\n", + "365440161\n", + "365440162\n", + "365440163\n", + "365440164\n", + "365440165\n", + "365440166\n", + "365440167\n", + "365440168\n", + "365440169\n", + "365440170\n", + "Length = 11461373 rows\n" + ] + } + ], + "source": [ + "from astropy.table import vstack, unique\n", + "\n", + "# We will now do the same with the files in the mos_target_carton_to_target table/\n", + "# Here we iterate over each chunk file, get the rows that match the carton PKs,\n", + "# and keep only the target_pk column.\n", + "target_pk_chunks = []\n", + "for carton_to_target_file in mos_carton_to_target_files:\n", + " carton_to_target_table = Table.read(carton_to_target_file, format=\"fits\")\n", + "\n", + " # Get the rows that match the carton PKs and keep only the target_pk column.\n", + " matching_rows = carton_to_target_table[numpy.isin(carton_to_target_table[\"carton_pk\"], carton_pks)]\n", + " target_pks = matching_rows[\"target_pk\"]\n", + "\n", + " # Add these partial results to the list of target PK chunks.\n", + " target_pk_chunks.append(target_pks)\n", + "\n", + "# Concatenate the results.\n", + "carton_to_target_gal_gen = vstack(target_pk_chunks)\n", + "\n", + "# Many target_pks will be repeated, so we get the unique values.\n", + "carton_to_target_gal_gen = unique(carton_to_target_gal_gen)\n", + "\n", + "# Print results\n", + "print(carton_to_target_gal_gen)" + ] + }, + { + "cell_type": "markdown", + "id": "2cbdc011", + "metadata": {}, + "source": [ + "We will do the same to get the `catalogids` and the `sdss_ids`.\n", + "\n", + "
\n", + "Warning: The following cell may take over an hour to run! You can uncomment the `if len(...)` lines to test the code with a smaller number of files. Note that this will not give you the full results, but it will allow you to check that the code is working as expected without having to wait for all files to be processed.\n", + "
\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "41c6fee6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " sdss_id catalogid \n", + "--------- -----------------\n", + "115413196 27021598066708077\n" + ] + } + ], + "source": [ + "from astropy.table import join\n", + "\n", + "# Get the catalogids from the mos_target table\n", + "catalogid_chunks = []\n", + "for target_file in mos_target_files:\n", + " target_table = Table.read(target_file, format=\"fits\")\n", + "\n", + " # Get the rows that match the target PKs and keep only the catalogid column.\n", + " # We will us the join function from astropy.table which is likely to be more\n", + " # efficient.\n", + " matching_rows = join(\n", + " target_table,\n", + " carton_to_target_gal_gen,\n", + " keys_left=[\"target_pk\"],\n", + " keys_right=[\"target_pk\"],\n", + " join_type=\"inner\",\n", + " )\n", + " catalogids = matching_rows[\"catalogid\"]\n", + "\n", + " # Add these partial results to the list of catalogid chunks.\n", + " if len(catalogids) > 0:\n", + " catalogid_chunks.append(catalogids)\n", + "\n", + " # Uncomment the following lines if you want to stop after the\n", + " # first file with results (for testing purposes).\n", + " if len(catalogid_chunks) > 0:\n", + " break\n", + "\n", + "# Concatenate the results and get only unique values.\n", + "catalogids = unique(vstack(catalogid_chunks))\n", + "\n", + "# Now do the same to get the associated sdss_ids from the mos_target_sdss_id_flat table.\n", + "sdss_id_chunks = []\n", + "for sdss_id_file in mos_sdss_id_flat_files:\n", + " sdss_id_table = Table.read(sdss_id_file, format=\"fits\")\n", + "\n", + " matching_rows = sdss_id_table[numpy.isin(sdss_id_table[\"catalogid\"], catalogids[\"catalogid\"])]\n", + " sdss_ids = matching_rows[[\"sdss_id\", \"catalogid\"]]\n", + "\n", + " if len(sdss_ids) > 0:\n", + " sdss_id_chunks.append(sdss_ids)\n", + "\n", + " # Uncomment the following lines if you want to stop after the\n", + " # first file with results (for testing purposes).\n", + " if len(sdss_id_chunks) > 0:\n", + " break\n", + "\n", + "sdss_ids = unique(vstack(sdss_id_chunks))\n", + "\n", + "print(sdss_ids)" + ] + }, + { + "cell_type": "markdown", + "id": "56e3fe4b", + "metadata": {}, + "source": [ + "We will not show how to get the Galactic coordinates for these targets using the Gaia DR3 tables, but the process would be similar to what we just did but using the `mos_target_gaia_dr3_source` and `mos_target_catalog_to_gaia_dr3_source`.\n", + "\n", + "One important thing to note is the very different performance of the operations with FITS files compared to Parquet files. The operation we just performed using FITS files (getting all the `sdss_ids` associated with the Galactic Genesis cartons) took over two hours while the same operations with Parquet files took approximately 30 seconds.\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "dr20_tutorials", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.14.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/mos_target_parquet.ipynb b/mos_target_parquet.ipynb new file mode 100644 index 0000000..6b4e42e --- /dev/null +++ b/mos_target_parquet.ipynb @@ -0,0 +1,764 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "bed3cbcb", + "metadata": {}, + "source": [ + "# Working with MOS target Parquet files\n", + "\n", + "## Learning goals\n", + "\n", + "The goal of this tutorial is to introduce you to the MOS target Parquet files, which contain information about the targets observed with the SDSS-V Multi-Object Spectrograph (MOS) spectrographs (i.e., APOGEE and BOSS). By the end of this tutorial, you should be able to:\n", + "\n", + "- Understand what the MOS target files are and what information they contain.\n", + "- Access the MOS target files using the `sdss-access` package.\n", + "- Read the MOS target Parquet files using `polars` and use the streaming engine to efficiently select data.\n", + "- Use the MOS target files to explore targeting information for a specific SDSS-V science program.\n", + "\n", + "## What are the MOS target files?\n", + "\n", + "SDSS-V target selection is a complex process that involves cross-matching multiple input catalogues and then applying various sets of selection criteria to identify targets that are suitable for observation with the SDSS-V MOS spectrographs. Each set of selection criteria is referred to as a \"carton\" and it defines a target class of objects that are of interest for a specific SDSS-V science program (e.g., RM, AQMES, Galactic Genesis, etc.) The input catalogues, results of the cross-match, and carton outputs, are stored in a PostgreSQL database at University of Utah. The contents of the database are also accessible to the public through the Catalog Archive Server (CAS) for each data release. More information about the SDSS-V target selection process can be found [here](https://www.sdss.org/dr20/targeting/).\n", + "\n", + "The MOS target files contain the same information as the target selection database and are named for each one of the tables in the database. For example, the `catalogdb.catalog` table (`mos_catalog` in CAS) contains the `catalogid` identifiers for each unique target for a specific cross-match. This table is released as the [mos_target_catalog](https://data.sdss.org/datamodel/files/MOS_TARGET/V_TARG/mos_target_catalog.html) file product. The list of all MOS target products can be found in a table at the bottom of [this page](https://sdss.org/dr20/targeting/cross-match/).\n", + "\n", + "For each table/MOS target product we provide two types of files: binary FITS tables and [Parquet files](https://parquet.apache.org). We recommend using [Parquet files](#using-parquet-files) as they are smaller, more efficient to read, and they can be processed in such a way that you can handle data that is larger than your computer's memory. This tutorial uses the Parquet files. Check the `mos_target_fits.ipynb` notebook for an example of how to read the FITS files.\n", + "\n", + "## Dependencies\n", + "\n", + "This tutorial makes use of the following Python packages:\n", + "\n", + "- `sdss-access` to access SDSS data.\n", + "- `polars` to scan Parquet files and filter results.\n", + "- `matplotlib` and `seaborn` for plotting.\n", + "- `pyarrow`, recommended for `seaborn` to work with `polars` dataframes, but not strictly necessary.\n", + "\n", + "These packages can be installed using `pip`:\n", + "\n", + "```bash\n", + "pip install sdss_access polars matplotlib seaborn pyarrow\n", + "```\n", + "\n", + "Although we recommend using `polars` to handle Parquet files, we also show an example of how to read a Parquet file using `pandas`. You can install `pandas` with `pip install pandas`.\n" + ] + }, + { + "cell_type": "markdown", + "id": "42cc84b2", + "metadata": {}, + "source": [ + "## Which files should I use?\n", + "\n", + "These are our recommendations when querying the MOS targeting data:\n", + "\n", + "- If you can, use [CASJobs](https://casjobs.sdss.org/) to query the `mos_` tables. Those tables have indices that will make most queries faster, and you don't need to worry about downloading large files or making sure your computer has enough memory.\n", + "- If CASJobs is not an option, use the Parquet files and `polars` to read them. With Parquet files you don't need to worry about chunking, and `polars` will allow you to perform operations on the data without having to load it all in memory.\n", + "- Use FITS files only as a last resource if you are using a programming language that doesn't have good support for Parquet files (e.g., IDL) or if you want to use the files with a software that only accepts FITS files.\n" + ] + }, + { + "cell_type": "markdown", + "id": "f267ca23", + "metadata": {}, + "source": [ + "## Using Parquet files\n", + "\n", + "Let's first explain what we aim to do in this tutorial and what files we'll need. We want to select all the objects targeted in the [Galactic Genesis carton](https://sdss.org/dr20/mwm/programs/gg/) and retrieve their `sdss_ids` (the SDSS unique identifier). Finally, we'll plot the distribution of the targets in Galactic coordinates using Gaia DR3 data.\n", + "\n", + "### Downloading the files\n", + "\n", + "Before we start, we need to make sure we have access to the appropriate MOS target files. Some of these files are fairly large so we recommend that you run this tutorial in a SciServer environment or in a computer with at least 100GB of free disk space. Let's write a function to check the files exist and download them if they don't:\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "e41679e6", + "metadata": {}, + "outputs": [], + "source": [ + "from sdss_access import Access, Path\n", + "\n", + "import os\n", + "import os.path\n", + "\n", + "\n", + "# For DR20, the targeting version is 2.0.0.\n", + "V_TARG = \"2.0.0\"\n", + "\n", + "# If necessary, set the SAS_BASE_PATH environment variable.\n", + "# os.environ[\"SAS_BASE_DIR\"] = \"/uufs/chpc.utah.edu/common/home/sdss50/\"\n", + "\n", + "\n", + "def get_mos_target_parquet_path(mos_target_product):\n", + " \"\"\"Get the path to the Parquet file for a given MOS target product, downloading it if it doesn't exist.\"\"\"\n", + "\n", + " path = Path(release=\"DR20\")\n", + "\n", + " # Get the local SAS path to the Parquet file for the specified MOS target product.\n", + " mos_target_path = path.full(mos_target_product, v_targ=V_TARG, ftype=\"parquet\")\n", + "\n", + " # Check if the file exists locally, and if not, download it.\n", + " if not os.path.exists(mos_target_path):\n", + " access = Access(release=\"DR20\")\n", + " access.remote()\n", + " access.add(mos_target_product, v_targ=V_TARG, ftype=\"parquet\")\n", + " access.set_stream()\n", + " access.commit()\n", + "\n", + " return mos_target_path" + ] + }, + { + "cell_type": "markdown", + "id": "47caa722", + "metadata": {}, + "source": [ + "We'll get the paths for a series of files now. We'll explain how to use each one of them as we go.\n", + "\n", + "
\n", + "Warning: The next cells will download over 35GB of data to your computer. Consider running this tutorial in a SciServer environment.\n", + "
\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "5c6a07c8", + "metadata": {}, + "outputs": [], + "source": [ + "mos_carton_file = get_mos_target_parquet_path(\"mos_target_carton\")\n", + "mos_carton_to_target_file = get_mos_target_parquet_path(\"mos_target_carton_to_target\")\n", + "mos_target_file = get_mos_target_parquet_path(\"mos_target_target\")\n", + "mos_sdss_id_flat_file = get_mos_target_parquet_path(\"mos_target_sdss_id_flat\")" + ] + }, + { + "cell_type": "markdown", + "id": "b650dfc9", + "metadata": {}, + "source": [ + "Let's start by opening one of the files and understanding what we get. We'll use the `mos_target_carton` file. In this tutorial we will use the [polars](https://docs.pola.rs) library (see below for a quick example reading a file using `pandas`). One of the main advantages of using `polars` is that we can do \"lazy\" operations, which allows us to work with files that could not otherwise fit in memory. The lazy API optimised how certain operations are performed and streams data in such a way that we don't overflow the computer memory. The data structure we work with is a dataframe, which is a table-like data structure that allows us to easily manipulate and analyze the data. Let's read the `mos_target_carton` file and see what it looks like:\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "eff6a890", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "shape: (10, 7)\n", + "┌─────────────────┬───────────┬───────────┬─────────────┬────────────┬────────────┬────────────────┐\n", + "│ carton ┆ carton_pk ┆ mapper_pk ┆ category_pk ┆ version_pk ┆ program ┆ target_selecti │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ on_plan │\n", + "│ str ┆ i32 ┆ i32 ┆ i32 ┆ i32 ┆ str ┆ --- │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ str │\n", + "╞═════════════════╪═══════════╪═══════════╪═════════════╪════════════╪════════════╪════════════════╡\n", + "│ bhm_aqmes_bonus ┆ 291 ┆ 1 ┆ 0 ┆ 49 ┆ bhm_filler ┆ 0.1.0 │\n", + "│ -bright ┆ ┆ ┆ ┆ ┆ ┆ │\n", + "│ bhm_aqmes_bonus ┆ 290 ┆ 1 ┆ 0 ┆ 49 ┆ bhm_filler ┆ 0.1.0 │\n", + "│ -dark ┆ ┆ ┆ ┆ ┆ ┆ │\n", + "│ bhm_aqmes_bonus ┆ 1516 ┆ 1 ┆ 0 ┆ 174 ┆ bhm_filler ┆ 1.0.37 │\n", + "│ _bright ┆ ┆ ┆ ┆ ┆ ┆ │\n", + "│ bhm_aqmes_bonus ┆ 1049 ┆ 1 ┆ 0 ┆ 96 ┆ bhm_filler ┆ 0.5.4 │\n", + "│ _bright ┆ ┆ ┆ ┆ ┆ ┆ │\n", + "│ bhm_aqmes_bonus ┆ 1050 ┆ 1 ┆ 0 ┆ 96 ┆ bhm_filler ┆ 0.5.4 │\n", + "│ _core ┆ ┆ ┆ ┆ ┆ ┆ │\n", + "│ bhm_aqmes_bonus ┆ 1515 ┆ 1 ┆ 0 ┆ 174 ┆ bhm_filler ┆ 1.0.37 │\n", + "│ _core ┆ ┆ ┆ ┆ ┆ ┆ │\n", + "│ bhm_aqmes_bonus ┆ 1051 ┆ 1 ┆ 0 ┆ 96 ┆ bhm_filler ┆ 0.5.4 │\n", + "│ _faint ┆ ┆ ┆ ┆ ┆ ┆ │\n", + "│ bhm_aqmes_bonus ┆ 1517 ┆ 1 ┆ 0 ┆ 174 ┆ bhm_filler ┆ 1.0.37 │\n", + "│ _faint ┆ ┆ ┆ ┆ ┆ ┆ │\n", + "│ bhm_aqmes_med ┆ 1508 ┆ 1 ┆ 0 ┆ 174 ┆ bhm_aqmes ┆ 1.0.37 │\n", + "│ bhm_aqmes_med ┆ 278 ┆ 1 ┆ 0 ┆ 49 ┆ bhm_aqmes ┆ 0.1.0 │\n", + "└─────────────────┴───────────┴───────────┴─────────────┴────────────┴────────────┴────────────────┘\n" + ] + } + ], + "source": [ + "import polars\n", + "\n", + "mos_carton = polars.scan_parquet(mos_carton_file)\n", + "print(mos_carton.sort(\"carton\").head(10).collect())" + ] + }, + { + "cell_type": "markdown", + "id": "f169c667", + "metadata": {}, + "source": [ + "First, we used `scan_parquet` to load the file. Unlike `read_parquet`, which would read the entire dataframe in memory, `scan_parquet` creates a lazy dataframe that allows us to perform lazy operations. Next we have sorted the dataframe by the `carton` column and used `head(10)` to select the first 10 rows of the sorted dataframe. Finally, we have used `collect()` to execute the lazy operations and return a new dataframe with the results. In general lazy operations like `sort` or `head` don't do anything until `collect()` is called. When this happens the streaming engine decides how to best perform the operations and returns the results without having to load the entire dataframe in memory.\n", + "\n", + "The `carton` table contains a list of all the cartons that have been defined in SDSS-V. The column `carton_pk` is the unique identifier for each carton and the `carton` column contains the name of the carton. Similarly, the `carton_to_target` table contains the mapping between the cartons and the targets (`target`), which are identified by their `catalogid`. The same physical object can have different `catalogids`, corresponding to different cross-matches, but it will only have one `sdss_id`, which is the global for each target in SDSS. The `sdss_id_flat` table contains the mapping between the `catalogid` and the `sdss_id`.\n", + "\n", + "We are going to perform a series of joins from `carton` to `sdss_id_flat`. After that, we will select only the targets in the Galactic Genesis carton and retrieve their `sdss_ids`. Let's start by defining those joins.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "06098215", + "metadata": {}, + "outputs": [], + "source": [ + "mos_carton_to_target = polars.scan_parquet(mos_carton_to_target_file)\n", + "mos_target = polars.scan_parquet(mos_target_file)\n", + "mos_sdss_id_flat = polars.scan_parquet(mos_sdss_id_flat_file)\n", + "\n", + "# Performing a series of joins from carton to sdss_id_flat.\n", + "# Note that nothing is actually happening until we call collect() at the end.\n", + "df = (\n", + " mos_carton.join(mos_carton_to_target, left_on=\"carton_pk\", right_on=\"carton_pk\")\n", + " .join(mos_target, left_on=\"target_pk\", right_on=\"target_pk\")\n", + " .join(mos_sdss_id_flat, left_on=\"catalogid\", right_on=\"catalogid\")\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "795875b9", + "metadata": {}, + "source": [ + "Now we'll apply a filter to select only the targets in the Galactic Genesis cartons. Throughout SDSS-V several cartons have been defined to match the Galactic Genesis sample, with all starting with the name `mwm_galactic_core`. In `polars` we can match all these cartons with the expression `polars.col.carton.str.starts_with(\"mwm_galactic_core\")`. `polars.col` is a way to refer to a specific column in a dataframe and use it in an expression. `.str` is an accessor to string operations, and `starts_with` is a method to check if a string starts with a specific substring. The same `catalogid` and `sdss_id` can be in multiple targets, so we will also apply a `unique` operation to keep only one entry per target.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "20b484fb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "shape: (10, 2)\n", + "┌───────────┬───────────────────┐\n", + "│ sdss_id ┆ catalogid │\n", + "│ --- ┆ --- │\n", + "│ i64 ┆ i64 │\n", + "╞═══════════╪═══════════════════╡\n", + "│ 100162232 ┆ 63050395983043472 │\n", + "│ 83400020 ┆ 63050395339178687 │\n", + "│ 116855416 ┆ 63050396583921136 │\n", + "│ 84110594 ┆ 63050395397935831 │\n", + "│ 85551693 ┆ 63050395536775130 │\n", + "│ 66925238 ┆ 63050395005359373 │\n", + "│ 63817969 ┆ 63050394882472476 │\n", + "│ 81836102 ┆ 63050395260159438 │\n", + "│ 66725730 ┆ 63050394997176381 │\n", + "│ 82958652 ┆ 63050395315389918 │\n", + "└───────────┴───────────────────┘\n", + "There are 6,003,617 unique targets in the Galactic Genesis cartons.\n" + ] + } + ], + "source": [ + "# Select targets in the Galactic Genesis cartons.\n", + "gal_gen = df.filter(polars.col.carton.str.starts_with(\"mwm_galactic_core_dist\")).unique(subset=[\"sdss_id\"])\n", + "\n", + "# Print a sample of the results. We select only the `sdss_id` and `catalogid` columns.\n", + "print(gal_gen.select(\"sdss_id\", \"catalogid\").head(10).collect())\n", + "\n", + "# Let's see how many targets we have in the Galactic Genesis cartons.\n", + "n_gal_gen = gal_gen.select(polars.len()).collect()\n", + "print(f\"There are {n_gal_gen.item(0, 0):,d} unique targets in the Galactic Genesis cartons.\")" + ] + }, + { + "cell_type": "markdown", + "id": "8ff0f221", + "metadata": {}, + "source": [ + "If we want to save the results to a Parquet file we can do it with the `sink_parquet` method. For example\n", + "\n", + "```python\n", + "gal_gen.select(\"sdss_id\", \"catalogid\").sink_parquet(\"galactic_genesis_targets.parquet\")\n", + "```\n", + "\n", + "Note that `collect()` is not needed in this case because `sink_parquet` will execute the lazy operations.\n" + ] + }, + { + "cell_type": "markdown", + "id": "71859fc9", + "metadata": {}, + "source": [ + "We are now going to to get the Galactic coordinates for these targets in the Gaia DR3 table. To do that we need two additional tables: `mos_target_gaia_dr3_source` and `mos_target_catalog_to_gaia_dr3_source`. The first one is the Gaia DR3 source catalogue while the second is a relational table that maps the `catalogid` to the Gaia DR3 `source_id`. **The combined size of these two tables is about 23GB**.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "eaf96daf", + "metadata": {}, + "outputs": [], + "source": [ + "mos_catalog_to_gaia_dr3_file = get_mos_target_parquet_path(\"mos_target_catalog_to_gaia_dr3_source\")\n", + "mos_gaia_dr3_file = get_mos_target_parquet_path(\"mos_target_gaia_dr3_source\")" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "ab6a63a0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "shape: (10, 5)\n", + "┌───────────────────┬────────────────────┬────────────┬──────────┬──────┐\n", + "│ catalogid ┆ target_id ┆ version_id ┆ distance ┆ best │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", + "│ i64 ┆ i64 ┆ i16 ┆ f64 ┆ bool │\n", + "╞═══════════════════╪════════════════════╪════════════╪══════════╪══════╡\n", + "│ 63050394783186977 ┆ 421450778387497216 ┆ 31 ┆ null ┆ true │\n", + "│ 63050394783186991 ┆ 421450817049644928 ┆ 31 ┆ null ┆ true │\n", + "│ 63050394783187015 ┆ 421450885769111296 ┆ 31 ┆ null ┆ true │\n", + "│ 63050394783187034 ┆ 421450954488575360 ┆ 31 ┆ null ┆ true │\n", + "│ 63050394783187044 ┆ 421450988848311424 ┆ 31 ┆ null ┆ true │\n", + "│ 63050394783187068 ┆ 421451091927539072 ┆ 31 ┆ null ┆ true │\n", + "│ 63050394783187081 ┆ 421451126287566336 ┆ 31 ┆ null ┆ true │\n", + "│ 63050394783187138 ┆ 421451298078818304 ┆ 31 ┆ null ┆ true │\n", + "│ 63050394783187176 ┆ 421451401165151104 ┆ 31 ┆ null ┆ true │\n", + "│ 63050394783187179 ┆ 421451401165161728 ┆ 31 ┆ null ┆ true │\n", + "└───────────────────┴────────────────────┴────────────┴──────────┴──────┘\n" + ] + } + ], + "source": [ + "# Peek the contents of the catalog_to_gaia_dr3_source table.\n", + "mos_catalog_to_gaia_dr3 = polars.scan_parquet(mos_catalog_to_gaia_dr3_file)\n", + "print(mos_catalog_to_gaia_dr3.head(10).collect())" + ] + }, + { + "cell_type": "markdown", + "id": "f7fbe1a5", + "metadata": {}, + "source": [ + "The `target_id` column matches `source_id` in the Gaia DR3 table. `version_id` is the version of the cross-match. Given that `catalogids` are unique across cross-matches, we can ignore this column for our case. `best` indicates the best match for a target in Gaia DR3 when multiple matches are possible.\n", + "\n", + "We will join our `gal_gen` dataframe with the `catalog_to_gaia_dr3` dataframe to get the `source_id` for each target, and then we'll join the resulting dataframe with the `gaia_dr3` dataframe to get the Galactic coordinates.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "d9da07d4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "shape: (6_003_617, 6)\n", + "┌───────────┬───────────────────┬────────────┬───────────┬────────────┬────────────┐\n", + "│ sdss_id ┆ catalogid ┆ ra ┆ dec ┆ l ┆ b │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", + "│ i64 ┆ i64 ┆ f64 ┆ f64 ┆ f64 ┆ f64 │\n", + "╞═══════════╪═══════════════════╪════════════╪═══════════╪════════════╪════════════╡\n", + "│ 114816737 ┆ 63050396551223108 ┆ 45.490906 ┆ 0.741372 ┆ 176.671934 ┆ -48.034428 │\n", + "│ 114816743 ┆ 63050396551223147 ┆ 45.305053 ┆ 0.736093 ┆ 176.483565 ┆ -48.171322 │\n", + "│ 114816884 ┆ 63050396551223591 ┆ 44.46438 ┆ 0.581058 ┆ 175.759885 ┆ -48.879117 │\n", + "│ 114817226 ┆ 63050396551224821 ┆ 45.804445 ┆ 0.905555 ┆ 176.821198 ┆ -47.694995 │\n", + "│ 114817225 ┆ 63050396551224821 ┆ 45.804445 ┆ 0.905555 ┆ 176.821198 ┆ -47.694995 │\n", + "│ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", + "│ 114816034 ┆ 63050396551217835 ┆ 314.81209 ┆ -0.439629 ┆ 48.380468 ┆ -28.325645 │\n", + "│ 114816131 ┆ 63050396551218862 ┆ 315.081782 ┆ -0.394044 ┆ 48.582723 ┆ -28.533425 │\n", + "│ 114816138 ┆ 63050396551218926 ┆ 314.916117 ┆ -0.458151 ┆ 48.423184 ┆ -28.424395 │\n", + "│ 114816300 ┆ 63050396551220763 ┆ 314.734998 ┆ -0.233283 ┆ 48.536304 ┆ -28.153385 │\n", + "│ 114816312 ┆ 63050396551220850 ┆ 314.861128 ┆ -0.223924 ┆ 48.619155 ┆ -28.256658 │\n", + "└───────────┴───────────────────┴────────────┴───────────┴────────────┴────────────┘\n" + ] + } + ], + "source": [ + "mos_gaia_dr3 = polars.scan_parquet(mos_gaia_dr3_file)\n", + "\n", + "# Join the gal_gen to Gaia DR3 and select the relevant columns, including\n", + "# Galactic coordinates l and b. We materialise the results with collect().\n", + "# One should only do that if the resulting table is expected to fit in memory.\n", + "gaia_gg_data = (\n", + " gal_gen.join(mos_catalog_to_gaia_dr3, left_on=\"catalogid\", right_on=\"catalogid\")\n", + " .join(mos_gaia_dr3, left_on=\"target_id\", right_on=\"source_id\")\n", + " .filter(polars.col.best)\n", + " .select(\"sdss_id\", \"catalogid\", \"ra\", \"dec\", \"l\", \"b\")\n", + " .collect()\n", + ")\n", + "\n", + "print(gaia_gg_data)" + ] + }, + { + "cell_type": "markdown", + "id": "c4a29abc", + "metadata": {}, + "source": [ + "Let's plot these results.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "43e96567", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Galactic Latitude (degrees)')" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import seaborn\n", + "\n", + "%matplotlib inline\n", + "\n", + "# We add a new column with the Galactic longitude in the range [-180, 180]\n", + "# instead of [0, 360] to make the plot easier to read.\n", + "# We use the `when` expression in `polars` to apply a condition and create a\n", + "# new column based on that condition.\n", + "gaia_gg_data = gaia_gg_data.with_columns(\n", + " ll=polars.when(polars.col.l > 180).then(polars.col.l - 360).otherwise(polars.col.l)\n", + ")\n", + "\n", + "# Set the theme for the plot.\n", + "seaborn.set_theme(style=\"white\", font_scale=1.2)\n", + "\n", + "# Plot the distribution of targets in Galactic coordinates.\n", + "# We use a 2D histogram with 200 bins in each direction\n", + "# and a threshold of 0.025% to only show bins with a significant number of targets.\n", + "ax = seaborn.histplot(gaia_gg_data, x=\"ll\", y=\"b\", bins=200, pthresh=0.025)\n", + "\n", + "ax.set_xlabel(\"Galactic Longitude (degrees)\")\n", + "ax.set_ylabel(\"Galactic Latitude (degrees)\")" + ] + }, + { + "cell_type": "markdown", + "id": "c9304898", + "metadata": {}, + "source": [ + "You can see that Galacic Genesis, as expected, mainly targets stars in the Galactic plane and the Magellanic Clouds.\n" + ] + }, + { + "cell_type": "markdown", + "id": "846727fd", + "metadata": {}, + "source": [ + "### Using `pandas` to read Parquet files\n", + "\n", + "It is possible to use `pandas` to read Parquet files. For example:\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "9236bee3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " carton carton_pk mapper_pk category_pk \\\n", + "319 bhm_spiders_clusters_lsdr10 1502 1.0 0 \n", + "271 openfibertargets_nov2020_6b 1337 NaN 0 \n", + "435 mwm_bin_rv_short_rgb_apogee 1661 0.0 0 \n", + "224 openfibertargets_nov2020_31 1020 NaN 0 \n", + "335 manual_mwm_halo_distant_bhb_boss 1528 0.0 0 \n", + "248 openfibertargets_nov2020_27 1292 NaN 0 \n", + "5 mwm_rv_long-bplates 160 0.0 0 \n", + "54 bhm_rm_var 342 1.0 0 \n", + "36 mwm_halo_sm 140 0.0 0 \n", + "250 openfibertargets_nov2020_11 1289 NaN 0 \n", + "\n", + " version_pk program target_selection_plan \n", + "319 174 bhm_spiders 1.0.37 \n", + "271 140 open_fiber 1.0.7 \n", + "435 191 mwm_bin 1.0.51 \n", + "224 95 open_fiber 0.5.3 \n", + "335 167 mwm_halo 1.0.35 \n", + "248 140 open_fiber 1.0.7 \n", + "5 49 mwm_rv 0.1.0 \n", + "54 49 bhm_rm 0.1.0 \n", + "36 49 mwm_halo 0.1.0 \n", + "250 140 open_fiber 1.0.7 " + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas\n", + "\n", + "df = pandas.read_parquet(mos_carton_file)\n", + "df.sample(10)" + ] + }, + { + "cell_type": "markdown", + "id": "0cd675d5", + "metadata": {}, + "source": [ + "Once open, you can treat it as any other `pandas` dataframe.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "e5a4c42b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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cartoncarton_pkmapper_pkcategory_pkversion_pkprogramtarget_selection_plan
413mwm_galactic_core_dist_apogee16280.00181mwm_galactic1.0.44
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" + ], + "text/plain": [ + " carton carton_pk mapper_pk category_pk \\\n", + "413 mwm_galactic_core_dist_apogee 1628 0.0 0 \n", + "\n", + " version_pk program target_selection_plan \n", + "413 181 mwm_galactic 1.0.44 " + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[df.carton == \"mwm_galactic_core_dist_apogee\"]" + ] + }, + { + "cell_type": "markdown", + "id": "c192b944", + "metadata": {}, + "source": [ + "However, note that when we run `read_parquet` the entire file was read into memory. [Here](https://pandas.pydata.org/docs/user_guide/scale.html) are a few tips if you need to handle files larger than your computer's memory with `pandas`.\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "dr20_tutorials", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.14.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/view_spectrum_ASPCAP.ipynb b/view_spectrum_ASPCAP.ipynb index 9063fc7..8415cb0 100644 --- a/view_spectrum_ASPCAP.ipynb +++ b/view_spectrum_ASPCAP.ipynb @@ -44,7 +44,11 @@ "import numpy as np\n", "\n", "from sdss_access import Access\n", - "access = Access(release='ipl-4')" + "access = Access(release=\"dr20\")\n", + "\n", + "import warnings\n", + "\n", + "warnings.simplefilter(\"ignore\")" ] }, { @@ -99,13 +103,13 @@ } ], "source": [ - "mwmStar_filename = access.full('mwmStar', v_astra='0.8.1', component='', sdss_id=sdss_id)\n", + "mwmStar_filename = access.full('mwmStar', v_astra='0.6.0', component='', sdss_id=sdss_id)\n", "if not access.exists('',full=mwmStar_filename):\n", " access.remote()\n", - " access.add('mwmStar', v_astra='0.8.0', component='', sdss_id=sdss_id)\n", + " access.add('mwmStar', v_astra='0.6.0', component='', sdss_id=sdss_id)\n", " access.set_stream()\n", " access.commit()\n", - " mwmStar_filename = access.full('mwmStar', v_astra='0.8.1', component='', sdss_id=sdss_id)\n", + " mwmStar_filename = access.full('mwmStar', v_astra='0.6.0', component='', sdss_id=sdss_id)\n", "\n", "access.exists('', full=mwmStar_filename)" ] @@ -131,17 +135,7 @@ "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\u001b[1;33m[WARNING]: \u001b[0m/var/folders/nd/01s30xjn2z1_lx_f3bqdbwt4nm074c/T/ipykernel_6237/3069109418.py:5: RuntimeWarning: divide by zero encountered in power\n", - " obs_err = mwmStar[\"ivar\"][0]**(-0.5)\n", - "\n" - ] - } - ], + "outputs": [], "source": [ "mwmStar = Table.read(mwmStar_filename, hdu=3)\n", "\n", @@ -160,18 +154,18 @@ "data": { "text/html": [ "
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39108224sdss5apStar0.8.0110411948468851.52M03322788-0658199apo25m6058960589-1111162.82494251.00.0091.722880.00.0--4615.089417.508294.9999990.028501041-1.18057440.0135839283.24554090----------115100.802 .. 16999.8070.0 .. 0.00.0 .. 0.00.0 .. 0.00.0 .. 0.0-- .. --9.1113340
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spectrum_pk_idreleasefiletypev_astrahealpixsdss_idapredobjtelescopemin_mjdmax_mjdn_entriesn_visitsn_good_visitsn_good_rvssnrmean_fiberstd_fiberspectrum_flagsv_rade_v_radstd_v_radmedian_e_v_raddoppler_teffdoppler_e_teffdoppler_loggdoppler_e_loggdoppler_fe_hdoppler_e_fe_hdoppler_rchi2doppler_flagsxcorr_v_radxcorr_v_relxcorr_e_v_relccfwhmautofwhmn_componentswavelengthfluxivarpixel_flagscontinuumnmf_rectified_model_fluxnmf_rchi2nmf_flags
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" ], "text/plain": [ "\n", - "spectrum_pk release filetype ... nmf_rectified_model_flux nmf_rchi2 nmf_flags\n", - " int64 bytes5 bytes6 ... float32[8575] float32 int64 \n", - "----------- ------- -------- ... ------------------------ --------- ---------\n", - " 39108224 sdss5 apStar ... -- .. -- 9.111334 0" + "spectrum_pk_id release filetype ... nmf_rectified_model_flux nmf_rchi2 nmf_flags\n", + " int64 bytes4 bytes6 ... float32[8575] float32 int64 \n", + "-------------- ------- -------- ... ------------------------ --------- ---------\n", + " 48535910 dr17 apStar ... -- .. -- 50.799736 0" ] }, "execution_count": 5, @@ -213,7 +207,7 @@ }, { "data": { - "image/png": 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ihElpooGe7sQpqMjLCg6ly1VOI7xa5UUih0N9xb4LAAAApC7CpDQRzJLic4SXypVJDWI8N16KPV1Bqfq4AAAAACDNECal2zC32vgHLikbjsSIGr6l0lOXq/SCAgAAAADUX4RJaTbMLW5hklK8E69qqFTBswUAAAAASGaESWkikbO5HSQd8UZ9vnjuUE+x6wIAAACpizApTejDzuI2m5tI4Z5JsW2ZlLIH4RVVNYneBMRTiv3eAwAAAAgiTEq3BtyJGOZ2MD73mSpqDT2TUueAPJUeCwAAAACkM8KkNKG0wxblB6pF5/+bpP3I07GuQik7UBWT+0hVDAsEAAAAACQzwqQ00TDuDbiD8RXhSBQtk1LouVNn+AMAAAAA1F+ESekiigbc0VYyqcO24EKKPl8Mc0svvNoAAABA6iJMShMN4nyApwZIVCZ5w2RuAAAAAIBkRpiUJvRhZ5EUvew/UBPlUK3UikRiPptbaj1dKf+4AAAAACDdECaliWgqk/4xZUXgtNthbmpwQGWSN+pQxFQKYFLooQAAAABAWiNMShN6NU0kVUJzVu/0fBv1XiLp05TOUvXZys3MSPQmII74tQcAAABSF2FSms3mFonMjAh2E7W6JuJ7TlPKE0bTagAAAABAsiFMShN6lhRJlVBGwwaeZ3rLycpI2YqUWE9xn6oBUmo+KgAAAABIP4RJaSaSoSeZSpiUn53p+X7iNczNLtiqbwxPVwolMKnWiB0AAAAA0hVhUhrO5qYGLfJ0LEKYRDTg3rGvUqSCVI1cUvVxIb0q7AAAAAAQJqXhbG7eD/DUyiJz2PTz7nLL69T7iVdl0l8++kGkgoNK+sbhOAAAAAAg2bgbs4QUms0t9Lqv1+40BEL6UDZ5uvfdkx3X+7/vfra8XL2feI1uWrezLD53FNuWSSmLUW4AAAAAkBqoTEqz2dysjuf/PvlHy9us3Foacpm5Z5KbWeLi1SsnVTIeYxCXSglMKj0WhJNSuy4AAAAAAyqT0sSB6hrt/6/X7hL7D9SdtputzU1Fki4zwzrC2V9l7MsUDw0bNvTcKDwZpWqvGcIFAAAAAEgN9feIG74xZUmO4Y86DM4805tTA26rgGrZuFG+hj7xqkyqUXoamZ8P3yuTfF0zAAAAAADRI0xKEyu2hA5Z82O2tZzMDMN5OSOcNPGqQcr6a8X20tCZ1tRwye9gqT6L1+x38ZaiDwsAAAAA0g49k9JEtUNCoVbaSOZhcCpz4KO2TFqzfZ9lrx956tGp1n2Z/BwK56J9U0TktsmQTP7EZ8ie8tylUAKTSo8F4fF6AwAAAKmLMClNqI2y1bBInvYSJjkFOH/5aHng9N7yKkOwVFoRPB8LO/ZViKWbSgLn3QY/boIi9fJNe/bHdDidvK/LXv4mhvcAAAAAAEB0CJPSRE5mQ8uqIRkc1Zoqj/ZXuQ+TqmoOBk7v3R8MjEqU8Kj8QI2YsXy743qO/sv0qCp/zIGYW9+s2xU4bXffarj2ylfrxCdLtkR0X+kuVRuLAwAAAEC6oUlNmmiglBCpuYsMjsz9lJoWZLtfr1KnU6OEVAd9nN5ebd5t1VtJViUN/uuMkNut21EmerdtFHK5XF6GV1KLwuBjLausFs0LncOkV+etF/GUSvELw54AAAAAIDVQmZQmqg8GK4icqn9kaCNDFTvm26rD3Dbu3h84Pf2HbYHTV0z41vV2btxV7nifXiqXVm4L9nCyCpKk7fsOBE6f9PfPQ9Yvlx/52CzX9wl7hEnphZcbAAAASF2ESWlC7fMz+tm5gdN7yoNhim6DRaDjZr2qNTvKRCRkcGMOdNReSFb9jtRwSCVnkfNKve8Nu8ps1x03JDAAAAAAgCRDmJSGDbjD+f7nvbbXmYeYHagOVjyp1Colr3buqzScf3zayoiag1vlMN5uH/8gx/z8phJ6JgEAAABAaiBMShcepiB7YsZqx2FwsnpHrwp6ZGow6PFLpdIAXN7Pd+v3WFYbfb022DzbyoFq98GRbpcy7K1kv7vZ4GLpD299H/P7iBeKrNJLIsJYAAAAAPFBmJQmvFQmqWaNHSbm3XlyyOXVyixufhsxfpbWq8iqSmnTnrqKJxmwXDHhG8f1vPntxpDLVm41Nht3OgBW+0zZ+WGz9RA8IFH0oDea2REBAAAAwNcwqaKi7iDfyubNm72uDnGSk5lhefnSTfZD2uxCFXmA+p+vYzurmR76rNm+z3ZWunBkRZMeSummKo3BrWwvDYZX1TXhKyv+8Ob3ng7sOdAHkGx4XwIAAEDMw6QjjzxSLFy4MOTy//3vf6J///6eNwDxsb/K+gDh/YXOAWBedobIzgjdTX7Y7FzhE613F2zS/t9WUmFZYWWuWLLz8+79ng6SyqtqtABKLn/ec8FG5Xa2lVY6rl+9zLzNcsigOexKZYx6AgAAAIA0DZOGDRsmhgwZIv72t79p58vKysQVV1whLr30UnHnnXfGYhvhg4Y2BT0rthorf6xYVQPVRJgMvHfjsWLZuFFhlyutqNL+/2mncWa5SpuG33Z+2mF8fDmZzru8lwbddv2k7Jzw8EyxzFQJJmeLk4GSWhmQqk25acAdf2r/MQAAAABIWJj09NNPa1VIjz32mDjhhBPEgAEDtEqlr7/+Wtx6662+bRj8VeViyJZduGIZsESYCxRkWw+3s1u/OTq69KWvteBlV1mwUbaT3//XOAxNbeBt5eb/LjI04fbbhl3GcEwPlMoq68KzWFNDK4a0pL73FtZV+AEAAABAwhtwn3baaeLcc88VX331lVi/fr1WpdS3b19fNwz+iqz9dt0wN3OYJCtlwoUydorzsrTbh6tOys6q2zUb5WVZXl9z0Pv9y2FmGRE2IncrXDhzq02PpUEPzBDxkMjwiGFu8RdNpR0AAAAA+BYmrV69WgwdOlR89NFHYvLkyWLs2LHil7/8pfZ/VVV8qivgXaQZigx+ZKBkDmUmLd5iufzQrk0d15dxaLydXK+cKc5ObmaGNvzrwU9WhFwn7//cZ+aISGSHGeYmbS217mP02tXHiCM7NvZ0f8k0RE0GSbIKKlHIkuKP5xwAAABAUoRJAwcOFF26dBGLFi0Sp556qvjLX/4iPvvsM/HOO++IY445JiYbiehlKU20n7/kiKjWZQ6XVP3bFfuynv9+u9H34WaySuO5L9aGXe7Sl76xvPyITk1EQU78wyE3Q9LczMa00WKIXTzVUpqUVpZvKWUYJQAAAJCiIuqZ9MYbb4jGjYMVGscee6xYsGCBNtMbUo859HEKeXq3LXJcl3rbcFU7+5OoefC3d52ibW/nZvmOy5VXJv7g2S60sRqamEyVU6kq3tOuq69pVkZsh3UCAAAASE+ewyQ5a5uVoqIi8dJLL3la1zPPPCP69+8viouLtR85fO6TTz4JXF9RUSFuvPFG0axZM1FYWChGjx4ttm7daliH7Nl0xhlniPz8fNGyZUtx++23i+pq4wHbzJkztaArJydHdO/eXbzyyisi3dR6aJC97qEzAj9WYcPucvswqXUj57DFiwqbMMmpoinWrji2s+P1s1fvDJyWwYGc4S3eAVKfe6ZYBhdfrtoRcrt4Vo5QlxR/FIMBAAAAiAXPZQn/+te/HKeQtwubrLRv31489NBD4rDDDtMOhidOnCjOPvtsrcqpT58+2uxwkyZNEm+99ZZo1KiRuOmmmwKNv6WamhotSGrdurWYPXu22Lx5s7jssstEVlaW+Otf/6ots3btWm2ZMWPGiNdee01Mnz5dXHPNNaJNmzZi1KjwU9SnG6tjz+aFueLh0f3E2P8t1s6f//w829u3bZznuH41CJJBlQysVI9MXi6e+Gy17e2bFmRHXE2j3vcdp/Ww7MdkR7/PRvnWDcF13/60W1xwTCcRb1YNydUgSzY831NelVTBhgyy0qEyqqomOCdhtXIaAAAAAOorz0dyN998s+G8bLpdXl4usrOzteogL2HSWWedZTj/wAMPaNVKc+fO1YImWen0+uuvi5NPPlm7fsKECaJXr17a9UOGDBFTpkwRy5YtE9OmTROtWrXS+jndf//94k9/+pO49957tW169tlntR5PjzzyiLYOefsvv/xSjB8/Pq3CJHUWs5ws+8qef/y6v+XlBxwOgv954UDxywHttNOyabaTcFVFnZsbK5sGdGgsFm3YEzhfnJupBRBn9m8jPvp+c+Dy5y89Spv57fzn5wo3WhTliCM6NBYLlHXbkUGMHnrIYM3J2/N/FuPO7qst73fVj134Ii/vf99Ux9tu3F1u6JulBk7q44st92UyalVX/LYvNvbuD4Z4pRXVojgvO273HW1hUiq9DvUFzzkAAABScpjb7t27DT/79u0TK1asEMcff7z4z3/+E/GGyCoj2YuprKxMG+42f/58LagaMWJEYJmePXuKjh07ijlz6mbykv/369dPC5J0MiAqKSkRS5cuDSyjrkNfRl+HlcrKSm0d6k99d/6gDoHTuQ5h0jFdrGdjK3PoBXRst2aB09Ee+HRpXhg43TgvKxAkXXtCF+3/dTvLtYMtGRyZqz9kZZzbIKtxfrY48fAWYbfnv9cNjvgx/bx7v/BTNM/tS7PW2gZ5dqFXvHv9qPepVlXJ0/W5kXPmoRkMpWqLCrJYYphb/bNm+77A6TnKsFkAAACgXodJVuQwNTlczVy15MbixYu1fkiyn5Ecivbuu++K3r17iy1btmiVRWqjb0kGR/I6Sf6vBkn69fp1TsvIgGj/fuuD/QcffFAbVqf/dOgQDGLqK7ezkEUSWKi30YeuHd+9WUTrl5VHuq/X7bLsn7Rya6l4bd5603ozRJgsSZvNTScXvfK4YP+j3w3vZnkbGWh5pQcffs9eVlpRFXHQI2fH++vHyy2vO/ov0+MS1rh5OuyeswPV9Wt4mKzQ018fNRwIV7mXbH7aWRbxbQ9rWUhVTQTW7Ag+51dP/FZc/+p8rbIwXup7eAsAAIB6FCZJmZmZYtOmTZ5v16NHD7Fw4UIxb948cf3114vLL79cG7qWSHfccYfYu3dv4GfDhg0i1S28+1TbhttSca51qDLzjydZ3sZcgCGHoTmt32oI3hMzVlvORKaGKrrDWxVpAZGTfRXBAyQZPGVnBnf/1o2sh6+py3hlNawsGo9PWxkIJNTKHRkG+d1zydw8vEQZqhWpcFmSvE/ZPNzKlGV14XAyUwO+vUp/KnU/yGjobp/wqyqsNsqBbn9863tRnyWiui5qykuW0bCB+GTJFjHi0c+133+7SQkAAACAePP8tfEHH3wQUkkgG18/+eST4rjjjvO8AbL6SM6wJh111FHim2++EY8//rg4//zzxYEDB8SePXsM1UlyNjfZcFuS/3/99deG9emzvanLmGeAk+fl7HF5edbNomWVlPxJJWqz6w27yjyHJsfZVBrlZlvfLtsUpDQp8F7hs620MnC6UjmIuuSlb0KWbVKQLbaUOFd9nPbPLwOnMxs0MDwn20v3iz+/Vzc0UlVVUxvR8DbZW0ltvOyH17/eIO46s7eIhY+/3yTOP9Q43GoWuiEPznDVw8Xqtk63UZefNXaYqyAwWalVVS99uTZw+v2FwZD9rW83ioEdmoRdlxp8lFVWRVzhE21x3HbldxDxob8XH92pifjLr/qKez9YKuau2SXGT/tRvDV/g7jrjN5iVJ9WYYf1AgAAALHk+QjlnHPOMZyXH2hbtGihNcnWm1xH4+DBg1rPIhksyVnZ5Oxro0eP1q6TvZnWr1+v9VSS5P+yafe2bdtEy5YttcumTp2qBUVyqJy+zMcff2y4D7mMvo50FK4JtpXmRdaVOyXl1aJ1cejlDUwZU5+2jVzdT7PCnCgOit0fXMmeSYZb2hyYhXuuvr1L9uOqNVQHZR3qkdPC5jmzM+GKo8SVr8wXibD3UFhjFQb5xfwayvuZcssJgfNrleE9ZuM++kFccEzHpB42pfZDksGfbu7a4HDNjxdvFg/8qp+n9U5fvk1cMCj+MwRKDaMILBLRrimW+28i9GxdLP5z7RAxSe43k34QG3fvF2NenS9OOKy5uOesPqJ7y2CPOQAAACCeGkYS9qg/snG27EskZ11r06aN5+FkX3zxhVi3bp3WO0menzlzprj44ou1XkVXX321uO2228Rnn32mNeS+8sortRBIzuQmjRw5UguN5AxyixYtEpMnTxZ33XWXuPHGGwOVRbIP05o1a8TYsWPF8uXLxdNPPy3efPNNceutt3p96CnLzYxB8vo/nnpYRLPH+aE4z3r7Lh7cwXL4XKti58oycyWWrCT69q5TPIdJctiJ+b7fW7Qp7Ax40js3DBX92wdDtqYF7qrh1N5PfjaJ9uNA3GookVynHGa0pzy0ymXkY7MCpy97ObTizGo98sev3kN+DoOyGwqoViyZhxO68e263SJRlN7hSR3kpRJ9d9HfQmXQfWb/tmL6H04SNw3vrlV9zlq5Q/zisS/EA5OWWQ77BQAAAGLN36YuHsmKossuu0zrm3TKKadoQ9xkIHTqqadq148fP16ceeaZWmXSiSeeqA1Ze+eddwK3z8jIEB999JH2vwyZLrnkEm1948aNCyzTpUsXMWnSJK0aacCAAVr11IsvvqjN6AZvcj1UNKk9jrywO6A/rntzy8tzMoPbpOZXRTY9nnRNC/2Znt0qMlv6c93sf5VK02iroEpWHajVLE0L3G3TnvIDwm9ySF40YYoeyjj1b/Kj75Jd03A3oVC4ZaLpRyPXd8LDM633i9ro+miFy5/UZt/mxxZtE/j6NpTKaR+uLz2T9FesgendRQv0R/UQU287UYzo1VJ773hh1lpx8iOfi//N3ygOxnmmQAAAAKQ3V181y+ogtx599FHXy7700kuO1+fm5oqnnnpK+7HTqVOnkGFsZsOGDRMLFixwvV2pTq0wcFOVpOvQJN915Y5sHKsGKW7vw245u3CorFJpqm0zK1w0wm13w4Z1vZf+e91gcf7z87TLvlq9Uztw3bp3v6GaSD7X5sqfKg+zlB3RsbF2X+8v3Cz8Fm1/p537wvfWUYMzP8jnUt9/1dnerAIUc9WVPG9+bcdP/VHcf471EDT19la/M+agota0j+guGtzR1WNT16/+LlmZ/sM2w/lvlVkQy6IMUFz2C4dP5H50w2vfOQbynZoViBcvHyQ+W7FNjPtwmTY89A9vLRKvzftJjDu7r+jbzt2QYgAAACAaro64J0yYIPr27avN2Ca/qbb7tru+fYsNb47qHL5xsFUFhh/DY7rZ9AZRh5Kp+1+jPOfKJKttiiRk0++npcWwur37jQfyasNv3S8HthWPTPkx0C9KXt/77k9FucVQttxDQ/Mqq6Mb5nZst2Zi9uqdhsuKwzxfZpEMidu0x5+haSqrbVBnhLN7HfUKKrXp97Qfton7z7EOjr7fuMdwnzIg1dchl3Eavqa+XRbmeA9V5RBEndW2TVlqnGBgzfYy3xpwO/VMCrcPJKJSxul3NtWG6Q3v0VIc1625ePmrteKJ6SvFd+v3iLOe/FJcMKijuH1UD9eVjgAAAEAkXH263rt3r/jf//6nNbnu2rWrNhytWTPr2b2QuqwOxuwaZl8yuJP4eLH36dzthqLYHQiqFSnqYW+4YW5WlSlWYU+kPaLk+jcplUl2Lh/aKRAm6eyO3+es2aWtNzfL3XDDqbeeIO77cJn4cpUxOLKqeLj7/WViQPvgrInhRDJkaJ9SRRYvevWSXeWUOjTN6nnRe2Ld9e4Sx/twUqOsN5Lhn+pN1FkN7e53v4/Tx6v3bf6dcVONFg9uZwS0+p2Pt3AVbio3383I3m9jTuomfnVEO/Hgxz+I9xZuEv/5er2Y9P0m8YeRPcTFgzuKzAiGVgIAAADhuPqU2aRJE7F2bd1U17JZtmy8jfSjhy3qj93B0MCOjSO+Dy9qbQ6+8rPjewBlVZVXXhn+oN7qQE89gG+SbwzF5AG87JPiRjuLYYl168zWDmTN8lyEVPJgWP449Uay8/JX60QifLDwZzHtB2P1jpWtJZUhjb0fn7ZSu2yVUu0jeXn86usZbsiaFT2Aks/7EfdPC7u81V1E2mg8gs2NO/XxxKI5faJ4eepbFeeKxy44Qrw1Zqjo3aZYlFRUi3s+WCrOfOJLMXeNMUx2o770lwIAAEDiuDpy1xtgt23bVjtoPvroo7Wm11bkzGlAvFx0TEfLioxwlUl+VCg0L8wOrMfcO0oe1Ko9gux6S4WrhjJnVFtLwg8VG9mnlXj+0qO1078Z1CGkMumWEd0tb7c7Bo29k8H/vbNEtCxyN1Oe+UD6kyVbxMQ5P0V1/+qw4EhGfnktZlIDFashyV76YzkNc9tV5ry/1NoMh/PSp80rdXZAs0RXJUnbS4O/v+EqlCIZNj6oc1Px4e+OF69/vV48MmWFWL6lVFzw/Fxx1oC24s7Te4o2jfKifAQAAABAHVefrp9//nlx7rnnilWrVonf//734tprrxVFRUVuboo0Fc2QMTNZzSHXd+mQjuLfc9cbruvZJrgflivDqE7v19p1BY8fmhfmigfP7SvueCc4HOrpmasjOpBVjyHlAeVdZ/QUf5m0XDv/0pfhq3tylRnuTunZMuT6Dk0LtO0xNwR3M9varn0HxNGPea9KSrRtpZENyXLqheR6HUqgE8n69Ju4rRZ5bPqqwOlaizDnf9/9LK46rovn7TCHH+FmimuQZMPNkmGYm2yWHWvy/fLSIZ3Emf3aiEemrhCvz1svPly0SUxbtlXcdHJ3cc0JXQyzYELUm6GPAAAAycT1p5Zf/OIX2v/z588XN998M2FSPeZn0BMPej+izs2Mw7bev/FYLcTRlSphUoem1kO8/Pywbj6WLlCaK9tVInnVwHQ/slImnFtGHKZsU5bta20OJ679d90sUpFWfqQCGZa1V/adnWGqb9xQRwWHC2Cs1IraiIcWWvlxS4kvoYzar8zKmh1lgWGRKvk49GGW5r5PsTyYToaD9D3loYHt4p/3iMFdmvt+X00KssVfzumnNeS+78Ol4pt1u8XfJ68Qb367Qdx9Zm9xSq9Wvt8nAAAA0ofnxjJyZjeCJMSKPOD77I8nWQ7LalkcDI4k82xFLWyagcdLtk2j29+d3D3iA9lIhrq0bmR8nhJhyi0nRHV7GSpY9XWKNb9CQDseRpgFyPwp0h42eVmZIbd945uNvvTEeXfBJpEM3PT60oMrvW+UuTdWtL2lIqlS023YZd2o36/JUfu2ayTe/O1Q8dj5A7Xhnj/tLBdXT/xWXPbSvJg+VgAAAKQ2pnlB0pHNZFXHda/71n5A+0aOM8kN6NA4pPpKDST8rnowHxaqM3WpfWvczr5m1wC50mbGOityynq3jzGWlRp+hDL6aygfU30Ok2RlkXkfWbdjX+BA3inckN5d8LP4aWdkw6Ps6qD08CBceOIUaLRvEr7/jmwYb1dR5VeAUVXjvdpr0+7QAMc8HDAWrIaSqsNzVQ08teAOH0qfc0Q7MeOPw8RvT+oqsjIaiC9W7rBdXr5/xTpYAwAAQP1GmISkI0OEy4d2CpxvlFfXTLt5Ua7nYEidgS7Ww1zkAZpVc2Kvsx+qB5GyAXKmMqVWbT0YyqOHMpFWFplf23g+Jr+GktmprK47SB/2j8893W70M3Mju0ObYXV62LmrLNhLSgYpMtQKFyDYNZ23sq8idB1DuzbV1uHXzGt7ImgcP2XZ1rBBkgzC/FZRFfpeoE4cEGuFOZnijtN6icm3nCj6tTOG82bq60+YBAAAADPCJCSlXx/dPnC6MDcz7sGQG+b+Nz/vqbCcMSuayiQZI53ev7XldROvrJuxTbrwmA6enxe5bLTD0ax89afhWi8rt7257jqjl+P1cj3f/PlkES+b91oPO3Lj7jN6hFym7iZ2/bdliBWrA/adFs3H9SBn0x7jY1UDntIK64bs+j5mNWTL7LR/fhlyWaN8+5kWZaDj9XnY66JxvFmJ6bGt2lYassxuF/2yvFbv1FhUUT34yQrL2/s1zM1K1xaF4vjD7Ps0+RX0AQAAIHURJiEpRdL3J95hk/mwsKMy7Ec9EA83hXq44Sl2j6VJfrBn1A3DuiXNsC7Z+FfVt22x5XL92zfSXis1OLSrOGtRlBcybNFs1thhvoROpzzyRcS3lTPlCYfhj7IyyU4swiR5z6u22w+RW73NeN0JD88MnP7vNxsctzOSECewURZBlnn9bshlz35qtudN+Nec9Yb7Gfv24pBlfvnUbN9fkwMemmbFMEsy9Hi7ZEhHy+tnrwoOgyNcAgAAgBlhEpJSooY5haMeXKohgdRP6ekkh6fpOplmofNKVvlcpgz707UszrHtH+WW3e1kn6L/XT/U8/rO7N8m5PV6aHQ/y2Uf+FVf7f8sm8blkQRjeugUrtdSrPowNVYCPp26l5j3GbvqpEhCjL+fF/o8y7t7YsaqkMu37K0QG3aViTveXWK7vkenrrSspJLDv+T2PTljdUTP56dLt2rD6ezCqI27yl2vSw08vNKroOTP8i2hlUlerd0Rvq9VtcOQV/PMd077ih/09yiru5GzNv7+jUWuwiR6KwEAAKSn5DlKBxRuh0glE3XmNbXv0VGdmkSxzrr/567ZGXJdRsMGMX2OIplJ7s8WQ9bsqsy6tSiM6rWWQ/TkQa8dqxBycJem4r+/HRrRQe+/rhwkLpvwjeMyxYeGZNoNh/z3nPXi5lMOC3tfXrZPr+ZauH6X5fX7LBo8ywopN9UmbgISSd6/3A4vDaz3lFuHSe8t3CQGdmzqeFs/m2WXVNhXDsrgLL9ppqvXaeW2UtGnrXMfouxM++C0uuagyPQpWHVD//W2G3oZrq9TPBqWAwAAIHlRmQREqtY+vMjOCv5qFeba94hxe8D3s8WQIKtmvn6Rj0WtrnJLb5ZuXpfdfUSyXXrlUfum+Z7XN6JXy8CyXhuENykI/zrm54Tfhu0l/jR2ltVA6pBOqyozOaxqo8XMZRkZDcWKrZFV4+zwoTG1DLJWbd9ned0rs3+KusLFqkrLSllllXjlq59srw8XuKlBYYar3xf7ZdRZG7UlY9k06dBMkXqIFa7xvBxK6DTjIKCiWg0AgPRAmARE6JcD29pep45mKYomTDp08NnEIqTxgwwizhpg/TiUSeRsvX39kLD9jhJ1MGEVGJ3o0HQ4nKaF2WH7Nrlh1ZTaPIPYrn3Ofbbe+u0QbfijyipMMjeJ1131yrdiS4SNxssrjQHL/Wf30Z5r+XN4q7pqMzezvD3/xVoRK20a1w13lH20nGwrqRTPfr4m4p5i2ZnB6/NcNNpXG/OblUTagypCelgV6+F0AAAASE2ESUCE/jjSOHOXPJjueKhapkwJUKocmi6Hoxcn3HLq4TFrnl1pMzW5m8qkloXBHkVeK438DJnsgixzoNShWbBBttfqpMZ52SHVUfJn7h0nh3lNvFeYhOvhY1cBNtk0O5+sOtFdc3wXw3U5ShBi5fjuzSwvV6vuwg3dspOZ0SCm+0bRoQqxcL3EznjiK8frw1UmqeFQw4bhH9NTnwX7TFkNW40n/dfbbZRknnHQqrdVMvW3AwAAQGzxyQ+IkNVBdM6hy8qUPjVeDhLlwZra46ZBmBnRYuGJCwZoB4VuRtmECwViyW2vJb/6b9kNOyoOUzVW49B02S68mLF8W9gqKSu5puqYA8pU9HnZxv31SYdgQ/pyVWifLqvKJPX3ILOhu2Cp2k2jnij41XuoUb7za3tAGZomq73sQk0rTQuyDTM9llZUi6Lcmrg34PZyP/L9icAIAAAAEpVJgE9kT5GV2+r6wGwtqfCl4kA/zCsw9eIZ2q1pyDCnSI3oXddHSNe6UV7INPbTbjNWvOgyXTy2VDj4lMOlnHo/6VVK8jV52DR73d797qts9Ebr4Q7v7bYldDa5WtvhlttKI+t9VG6qZNMDVC/VcllhQkg5zE/tu+K194pf+5zT767cnmMf+sxyhji75VXNCrJD+lupYh3T6uv3klmZq5MAAACQvgiTAA/U4MB8wKoOiSlRAoRoGunqB3odmhaI/u2C1UlzVlvP3BWJ4T1aGM53aJoXMiNdpU2zbzcVIPpzNrBDY5HMnPrrhBsuperRuijibfjLx8tdh3RW7HokSS08PAYn5aahX2rfoNtHhQ7HlA5rWWgYUjji0dBZ+PKVIErO0mcOLdTz4cKiiip/Ao895fa9q3aUemtIrb4/DOnaVNSYXqtLX/pGrFGakse6ekuvTPJaAKW/DjUx3r5w26AGjTR7BgAAiVKexhNPECYBMbBhd3lIU+VIqDlUhsshRF61KMozHOgXH+oNZLcdqqoa9/2gautpxdKUW07wtK1y+FKk9GFT6jq++fPJrht/m18PdZ/RQ8Jo/eHNRYY/lGplkt4zzKwwJ8P2j+tfzumrPb4HzuljuNyqJ48u3B9qPcDVg0w5810k9pTbN8VWA2M31KqtHfsOWPZjunzCt4HTS34uEbGk93v6YNGmiG7fvMifcDKSD2uyAsyKU2UYAAAA/FU/juaAeubjxVt8aZR9gjL72NGdm4gFG/aIWAjXV8iuMkntGRNN1UyiqI/bbupzr6+fl+VlyCFDhRMenhm47MctJeKFWcGZzgpyslz3fqowvU61SoSnhj5+UtdbkG3dY+jiwR0dmlnXbaM5sHtr/kZP2zHnjuFi6IOfWc6sFmlwuWmPffWROgw0HBlwyCFiuoMHa8Wx3ZqJ/333s+1t9ts0xvdLtYdeXir9daz08LvvF69Bkfyd1p/3eXeeLFoV+xOoAgAAgMokICb8GqJy/bCugdMXHdMhcDoeba/VaiS7yiQvDbgTOSzGDdnvSE5zH80QN69kyGEOn+QQL79kKZVJsuLMavTcG9cOFg/8KvRxOzEEI2pIaLM7tCjKsQ2T9Kbh5qqm1+ZtMJzf6dDj6Z6zeotGSkWdvL9Im7A/fv6AwOlVh3qgeQlSrYIrqxDk/07rKRLJzWyNVvSm4RUxDrusfL0m/PBe9blW97lIK7Cc7iddS9oBAAAkwiTAJ7Kv0bUnGKdfdzO9uPlA9E+/6GE5fbvanyjesYxd36cqT5VJIumZg53JtxzvuarF7+WjGQ5YUlFlqEQ5vFVoP6ecrIbi+O7BCriXLz8q4soku1ZPg7o0C7uecI3qRz3+pe2Bu9XMipFqpsyU988Zq2yDgiY2IaNdhZvqV0e0DWmqH2/6ZAFenf3UbO05sapMimWoItd9w+sLwi6nvt+qpz9VqkX9kIyVlgAAAPFEmAT4yDw1eyTDpH59dHvLy9UKGfWANx6Pxe7+zMOqnLRvkvxDTPwYHhVJmGT33Fx3Ymg46cS8r709PziMqrrmoLjDohpGHnC3KArODHhkp6aW6/7z6daVNOWVNY7VLrLXk3yMTW32oexDIanb35NNe/aHhBbywN6pOb7u6YuPCLv+lspzEWlzbqchbtIxXZpq2+imD1asqDNOOvULs2NVmVRWad9jKlpugyp1P1JPz1+/x5ewS4aFMtTsc88UX3o1qbejwgkAANQn9EwCfGQ1C1c0lSp2t33+Um/VI9EqsNkOu4DAyl1n9hJTlm0VycwcaMRqiJucOU5WsumybIYL9m0bnMHPDad9rVFelmGGPl3jvCzDMLDtpfstb+9mhjk1TJp224mie8si178Hbp/rN7/ZIK47KTj8U8pyMaugNKxHy7DLmPdpeYBv3nZ52QXPz7O8vZtKxLaNEx+shqsECy/09rNW7hDnHhkcjhsN+Rzrjba9hG7bSyq1IatWv89Wr6VXdq+vDBfry6QCAAAAfqAyCfCRHDIUD73aeAsZIqEGD7IJ9NkD2kS1vuYx7D3kl2bKLGpv/3ZIRAeHTtUF8qBYhjZqkOR0YN/DYlhapIpys0R7i9nW1OGT0u4y6+qShjbbqM48pxYmmUcByedShmgh939ovfL6v5/XP8yjqGv8bH5d3A5zk7ezm9lNf21kEHHXGf71M3LaHxJZiRIuHHz/xmNtw2I5Q+XoZ2aHXP7Fjzt82z618qu0osr1cOFPl26xrTT0MuTYTlml9Wv2zbrw/ZzCKdkfu8ouAAAAvxEmAT4yH7xEwm64jpthPH6qqKo2nNanEjdvq1tW1R3Jpp0y3KxzC2PgE1M27VfyPfbVkc/x8d2beep7Za7esJtFzK5hc2FupuUyVg/JaihbrhLA/qJvaxGO1X6YFXWVTWjwFqlwjanl62MOExPBHCI6hYRm6uyD4V6bSMj3hmMfqpuZT/pxS6nryjV1Jk29WbifYdKOfdaN4LcfahAfTWPuDxZtjnr7AAAA4oUwCfCRHEqUimRI0Cg/9n2aEs3NEMNYqLFp5us1dJAHr1+u2ml7vXxMX//5ZMNl5oN0u0DULq9Rb68GkPstDqStDuabFOR4Gnr1+tcbQg7SwwUjXhV47HOmenrmasfrx44KNthPKIf+0bJ6K5LAK1YTNu4sO+A6mJGNxeWysreROfT6YUtJ1NtiNVRU+suk5VqApA/NiwRNvQEAQH3CAH/ARz4XSCQNWXBSXWM80HnqoiNSrkeIlynk/fTro9qLhyf/GHK5PCDW+7/4pWVRnuNjtGuEnW9x+bizexv2gUgqk7oqFWByXXPvHC6G/DVYlWJl1z5jxck+m6FHkWqiVOV43cdnm8I88+2jWbefMm36dCXbOiWZscihbm7JMGnJxr0hl9/8xiJxau/WYZ93c78mfXl5+cUvfS38pAasflV2AQAAxAOVSYCPcnwY5pYsOir9deQQqdxs49tFXpz6Q6UDuxn8/OS2ssNqONHbY4aI1o3ybGdi09mMhAuwOog3N8+uqg5fnbHbNHxJzlTnlgzn7Pom2W2TF6Vhgi31+U3kjG7RN+AO1aY4Nyb76q1vLhLvLdgUspx8Ha2ePxk2XvHKt67WHW4ZGSrJUNftbb1SA1a536nD5CIdLgegfohmWCwAJAOOBgEf1ZqOac8/un29rd4xB2PHd29uOH9MF+vePOlOvt5L7xtpuGzarSc49rqSDc6ThdzGf14w0HDZgeqDor3STypwuSnEUfsydW0efpiUWvURrjJK9a+5PxnOH+axUbn5Pm8Y1s1wmd4zSTaNt3rN1A/9D5zTx3SdcShfuN9/vRouXMDlNzez87l57/rtCZ3DNmn3yup+H5++ynI5vwM5+doe/ZfphsvkeT1Q8ps6tM0ujOUgEwAAJCPCJMBHnZvne2rGW5+YwySvB47pdEBkbnYdrmLNrwNiuZ7bTj3M9jq32jYyVpjI4TdWFUtb91o3I7brY6Q2kY+mkby5SXinZqGz1HkZzlhganRec/BgoNlyuP22Z5tiy1nqvJIVU33bxn6WRjdhkv66qK/XZ3880XLZ0/u39Tyrnt/kdk68clDg/Nrtpa6HSLoVSfNuWdVkt//oFQmDHpgRuOyxaaui6rkEAAAQT4RJgI/MB6UlFfU3QDHPHierZ/wIAqTrTuxabyu23DCHQ25mopK3+cs5fQPn5e0j6ZcUbqiZG7mm8Mtu+wd1biJiSVbryOo+M1kppYp2XzI/Z+GGuanVJObhnv3bNxJ+iWUAm+Ux+LGb4U5WhV00uKPjjH9e7bSZMU334e+OC3kPaqMEoL99baHtbd1UvtmJZD9LpxAdgDeb9+5P9CYAQFQIkwAfmQ+6nabXRmozh3Fu/OqIYJVHpLIzQw+W/9+ZvTwdCGeZGinLIhZ5e9l0XdXK1CMnksdsJgM0fR3y9NGdQgMrpxnrIjnIN/dcChcmleyvtg0oerYucgwTHMOFODbwNzfUD8fp9cw6VOVU49N0btWHKsPstGuc5ykkUvfbZJkxzUvIFMvgfcOuskDPFnkaQPz8uGVfojcBAKJCmATE0GVDOyV6E5LS8B4tEr0JSUmt/or0ANIqfOmmzJjmRr6pwk7v6WQeXlaYG/vqsmE9W8S8+sM83bsapsnwwdwkVR2+mpeVoYVet516uGVj64MeApZ4TgZpDgwjeY716ruJc+p6WD0xY1XUr4W8/fB/fOG4zEGLQMhpGFonZTKBcDP/2f3euakujBXzNvnZtFcN1zbtoUoC3tBAOr7vwwCQbAiTgBjy2hg4XQzo0DjRm5CyerUpjqjZslOVh34w28xUaRfNkCG3WhTlxbxB9dmmijC1MqnKooJn2aaSkOtzDg0bqzQNwVvvodpjVJ/WIlmZw5p3bxhqGbzs3V8V0yFudtorgZHTAdvp//wqZs20Y8Vpe5dvCe6LkVCb6C9YvyeqdSH9QiR6fEVH7S3o5YsHxAdhKRAeYRIQI/3aFad0XyDUH2WV3poHy0obtan1rrK6g9l+pn5AqbJ/y1nb7IZZTV++VaxQDtjLKqvE699sCF3Jobzine9+NnzorKxyHrKlOrVXy8DpKbeckNTPr11/pIXrd0e13uWbowtHzGQIaW6I71TF5DTUy+5g4tYR1k3vrdatH5h4aQS+bkeZ7XY8/OkKEY1SZcimOQgFrMj9jxDJH2rQLSe6AID6hjAJiJGbR9QNewHiSQYQFw/uYLis0DRszY3uLQsDp81Dt1KBU3+nTOUDvhz6s7s8WG0j+wIdozQe16uzsm36LFWF6f9j2CbldYp11Zf6jfjkm48Pu7x5e9o1Ce1b5Ecg8a9DQ+acWIVsVkFPq+Icyyb2u8rsgxy7nkryQG97aaVheKOb2QRLlEqtxT/vDZwe+dgs4daa7WW2YdjcNbvCzhjn9M262og9x9RMHkBsqRMbWM2ACgDJjncuIEaO7dYs0ZuQVPxozgx39ijhh9XsZ278+fSegdON8+uGt8kDc3WWuniy22dmjR0W0ax3TooO9YiSujQvNFThyA/8av8cPWRR4zb1oL2qOhhOTLjiaN+3NVLq9pord9w8//p5+f81x3cJXJ5j0QDeDT34mOXQXP3h0f1s3z+sLtNfN3MQpgY8Zht2WfcNkhVm7y74OXD+7+f1C5w+sqP9sN3Hp68KnH7+izUiEg3ChGGySsQcFrmpHpGVUmc+8VXg/J6y6IYoAunAz6FPmQ0bRvV3GgASjSM6IAaBCZBI5h5JyudV14rzsurFPh6LCh41XMnNyhCbdgcDhp92lAm1eEUPMbIyG4TtSaNWe9U3Tq/71tJgT5/rX/tOzPzjSaJz80Lfh820KMqJaAiJeR+59OVvtFDUKoBSAyOVbD6vhorq0Ehzw3rV+ws3iccvOMJxaGA4RXnmBtzehq2q/ajymwbXVVld42kWvUj8tLNM9GpjHB6L+FJ/v+z2e7jnVNnolfqWoP6tAID6gsokAEgxFaZvOPu2897wXFbQ6JVkyVBNIw+AzhrQxvLyWNxXn7bFgR5Jd763xFCZZD4IN1czqdvUUAn2wgVf6vWxHuaWlRFcf9NCY2N1rz5atNlw/u35G13fdntphev+K17DJBkESnL/lT2oVFYVBfKyt78LhknXn9Q1cHp3+QHx7OfByqLcrIaG3w/99Gd/PNF2eyIdLlqi9DWS23jhC/Msl5PPo1Oz7n0Vxsf8/cbgsDu7ZvPRVmn89ePlntcJf5kr1uJxP6nsw0WbfFuX+sWEWsUKAPUFYRIApJhq06ww8Zh1LR5uGt4tLvcjD4qWHpqx7eY3FoX0ztG/QL5kSMdAcKT2WVLp13dulp8UoZybhtVeA7pfH9XecP7rtbtc3/bu95e6XrZri8KwlVNTbw2GRtlKPyA3vwNzV+8wnB/Wo0Xg9DlPzTZc19Q0s6GuUAkV/eKll8rKLaW2B/an/fNLQ9iUaxqSOHHOT64DAbezeVVWRVZFhdgorWAoYzKpFcG/1Qdq+F2pj5jxDfEM7ZMRYRIApJgqpTIplYY1qL2KEqW6plZUHKpMUg/G9RChZ+siw/Ot98FQg41Uc9so42xmJaYKGKcP358s2RI23PKiXZNgM+xRvVt7CpPeMQ1x0yubrNj1mTIPMVUf8zfrIpvpTg6xc+uLlXWBmJvfeavZo7yESW6uMwfbdstzMBY7asP24f/4wrF6LRxmcpPv5cH3hWj/tqqVScymWP/w+wAQJgFAylF7qqTSwVkyhGLNi3K0ZszmsCHrUPWI+eC55FAlwI9b9yXVaxFh+56wTWSl5VtKtWAgmoPWO0/vGTKEzOvrf9mxnQKnzbdVD7CldTv2iY++32IIhexmrHMKNu2Gsrl97c3D8aQ/v7skcPtw65n/k3NgtWvfgcB6bv6vsepO+n7DHuEnm8nxDKheche0yd8nN6Gb+TYnPDzTcP3PSg84r9vCgXPs0IAbqL9qlM9+drPCpirCJABIMV57y9QXMhBQZ5Nbcu/IuAdMB6prxb7KuoDoyc9WBQ7qsg814DZXe6hVYgg2gg5nZO9WUc8a2Sgv23D5ExcMDJzfstcYdL0wyzjT2k0ndwsJnE7p1VL7/4Ff9bXd76yGpMl9xNyvyE64Cir1fo/u1CTk+g5Ng5VZVvQPuXZhxFUT57sKvszPjXnbdAddfKievHRr4LQMK5IpdI0lu4os9fKVW+uGLUqrt+0zLOO0XnN4qNpT7q2BtNshjckQ9sej6s3HHN7YMymCnmUAkuP9ZfBfZ3iaITeVECYBQIq59VTjsKNUooYFhblZMbsPOzIsqjhUmaQqq6w7UPlpZ7mhIsdqKFEyUGfusgoG/GAXJKzfVRb2ti2L/e8v1aQguL/8+rm5hmqf1+ZtMCw77PAWIcHO9B+2af9H8qXjbp9mgFIPiOU2mrU/VE21tcS6+iTr0HBLp9fczUG3VSARaT8e8+3SKVBSH7M8INmwq8wQ2pyt9OpSv+0++i/TbZ+j8kPvRdLIx2aFXH/5hG/T7vmtFz2T+OIBqFcWb/S3kre+IkwCgBTTXukbk4zfFtdn8sDX6kO/Pg29OUQpVQ7skukArqNSwaKGJn7uL5v3WA9zW/JzXXNzp6FesdhvizyEj4e3LrbdhholiAtXPWc3w6LT8DkZlJrXsX5nXQCnblPnFgUhyz0+fZUWSHyw0DjDnu7kR76wHPqkcgoqJHndWU8aG5JLe/d7D8zktj5gMePbrrLw1Wv1ndVQCKfX5YIXvjacN79G+rfkJ/7987D37eW9yO2yG3eVB76lV4fZJYvNeyMb3hdLaj80mqMD9Yf823X+89Yzq6YbwiQASOHqHcIk75wOni556WtRZnG9OrxpxaEZtSS12DmZXovzTDOwRUPva3TRIOM6K2x64YQrAW9aaD1TWrTsZmAz+8s5fbTXSv7I3k1m63eVe77vfVEeKG481OdG3TdzMhtYhley6miXT5VQXoYpyub05v3croeUrmS/9fMycfZPItWHTCVyWFO4wFDltnLRS6P4RJi5Yrsv61GrTaPdD9RA8UCSVrECCPXDpr2J3oSkQZgEAIAHX63aqf3/j1/3Dxw4qwdcFYdOywONez5YlpSVSXrDcD/l5xjDss+WWx+8hRvOEavQza5ptvl12VseDDj2WoQdaqNNu+3/2+h+xnXuD97HyT1Dh6eFs720MmQ/yzk0q5S8v+ZKACcfT9tG7ocJtioOfV6chprZhQtuZm5TyaqVM574yvK6lVuD/YGSkT6sNRrRDmsyvw5e319kJVE4cp1O1VIqdUieq+F4cZ7F77PldcNUo9YgVj2TCJPqu2T6wgix8+OWEnHdqwsSvRlJgzAJAIAI6AfzUmFu8ENkk4Ic142mU6l6LUeZ3U6atNh6qFUTlxVCsXRm/zaBx61Wkpm3z2roSdfmBWHXX5hTN6TumC5NtftRe6Mc2SG0cbYkK4zsXgt9hkb1oLul0mj/xuHdAqfPeXqOyM6y/3g3d3VdGKq78rjOwg8jHv3Ct1Bg5o/bkyp8NRv0gPvKHjt7IhgWqJIhj9wGOdxCBjIyuPFbLF4Dtw29/SB/n/TiuK/X7hb7fAgBY9Val55J9Q/hUXra7XESg1RHmAQAQARylQP2FkrVi9UwuHT44Nkk39iTqKHFcDZZjSKnurcKUmI9NFOud9zZfUIqAn73n4WG5Y7v3ixwOsPiMciAKBy9h5ZebWCY5a2Bu20tyAmGcwW5dadLlVnh8pVeVzIcs6quOvHwFiHD4KYdaiSuy1VCUZVdGJp9qIm3V14rUfwOMqKthLHqURQNuyF+iTogUp8f+XvqV0CV6Ibqtcowslk/+jPUzS/q+xDD3Oq/ZA7A4Q96JYUiTAIAwHQg/8KlR3rqd6E2sT5QHToM6NlLjkz5MOmcI9oZzo/q28rV7b7+88lxe27010xWTckP/vLH3F9IHa53/qAOIeuodFFBUHPofhas36Pdh9o/qtJi/7Dyp1/0CJyuOHAwZCiZup3mGQYfm75K+/8Liwqf9xZuMpxvVpgtvr3rFBGL0ozvDj1+Sd0OGTD8fKgPVDSWb9nrutlztJWC5mFlu/ZF/u20fC7Oe3ZuVNujrycW/J7hUX3u3W5zNOGfels1sDEHqYnGbG5A/bJpT/I18k80wiQAACKYfatRfnA4lBqGNGgQ+qdVrSJJ1SFv5ttmNmwY8o2eudJBVs20LKqbzj4RvaLCHaQ2V4aS6do1yfN8P+rB+bAeLV1sqRDDleVKKqq0bb0gBt+ItmmcZ/m6q7MSqtbvjOzD9La9xrBn8tItUQcaY99eHDi9KkyfpWdmrhZ+ijTIkaGXX0O85HO0KcJQTu37JB+Luk1u+yRFwiqEs3ou1QDKryHDn63YFrbnWaQiCb/UodINYjaADrFCJVL6vd5UJSVZmPTggw+KQYMGiaKiItGyZUtxzjnniBUrVhiWGTZsmDbzi/ozZswYwzLr168XZ5xxhsjPz9fWc/vtt4vqauMv+MyZM8WRRx4pcnJyRPfu3cUrr7wSl8cIAKj/OjbNdzW1t1R1KIhSGz63LHbfELm+0kOpS4d0ilmT72i5GaLlR5XUwYPGGZ/2K5VDnZqF7ktW1P3HagY8t9Uj4Spoercp1h6zuTpp4YY9lsvf9qZxWKDZQYuDdRmgnG5qtv30zDUiWt9vDM6oc8EL8xwP7tQhgn4cBMreVJFUzPjZ20iGPue/ENnBzVUT51tWjdWHSqdIyKGnsgpxwfrdUa0nzGSUnqgz4PnRzwlA7LiZtCBZ3u/iKaGf9D7//HNx4403irlz54qpU6eKqqoqMXLkSFFWVmZY7tprrxWbN28O/Dz88MOB62pqarQg6cCBA2L27Nli4sSJWlB09913B5ZZu3attszw4cPFwoULxS233CKuueYaMXly7Jv/AQDqn2KlobZ0bLfQPjm5SjChHozJKhKzHI8hRn0eEpdp6heUTB+w1GobNwfQVtvs5rUx9EjS1lMdErqZexk5eWTKj64/yJqpQzCdmMO/m99YZPkc7QgTTplndXMbVLx/w7GG85FUo1jdRq8Y+fB764bw0TyPXrcx2Zry69vjx5BDJ2u27wu8FiMfm+V5FjnzUFQ3tzcb0rWuF9rUH7YKv9j1g9rg8neVnklA/UHj7SQMkz799FNxxRVXiD59+ogBAwZoIZCsMpo/f75hOVlx1Lp168BPcXFx4LopU6aIZcuWiVdffVUMHDhQnHbaaeL+++8XTz31lBYwSc8++6zo0qWLeOSRR0SvXr3ETTfdJM477zwxfvz4uD9mAEDya9fYOJTp+O7Nw85eZp7GXR1OkZ2EVTqxoj9Wc5hkPhj/35ghcQ/N1oc5yJvxhxMdt+n9G491tc2NTc3In/zM+xAreT9nD2hjWcVgfj6dAiOn616/5pjA47Hq9WUOP8IFQ2WVVSGvu9vXuF1T4+/cIqXqyIrVtsSy74w6JEm3taTCMLQp3FCnBT8ZZ9Jzel3evX6o8NO4X/a0DUv3xPgg6V9z17uunjMPuZPOfmq2p15LVtVfI3vX9XCbHmXfJDfD0e54Jzj80lnwb4T8vYm2STyA2GCIm72k+nS7d2/dB4emTY3fAL/22muiefPmom/fvuKOO+4Q5eXBD4Nz5swR/fr1E61aBRt9jho1SpSUlIilS5cGlhkxYoRhnXIZebmVyspK7fbqDwAgfbRtEhyKJCtIivOyXVcb6cMV1J5BjZX+SunihVlrDQdE5lAjEUP/dioHrVZVR8V5xhAokn5JGqXiYNXW0sDpy4Z29BSgfftTcKiZ2sRbUtfTvDDXttLJqSJM3YcLcpwfuxTuAHfQAzPEoAdCD+TDVaV9fvtJ2mN4RwlQqmtqYzYEaeehwNeL1duCr6Nu3hpjOLRSea2nLtsSMtTv9/91FzIM7NhEFJqqI6PVyGHfjnWYZNd/yy4ojaaqy66CT/Yqy2zYQKzatk+s22EcAeG3cNV7OvVpeXHWWkOIRpgEJI9IK4PTQdKESbK/gBx+dtxxx2mhke6iiy7Sqo4+++wzLUj697//LS655JLA9Vu2bDEESZJ+Xl7ntIwMifbv32/Zy6lRo0aBnw4dQmdzAQCkLnNT6tys0D+XakCkHtjrBUm7y4MHPzVKD51UJ3uTJONU6NJFxwT/nudkNRQZYdIHtW+RF60b5YZUqkkZFs3ZnahVPupQuScvHBgSSsnzd53Ry1NlkhroeR32d/nQTq6G6sn1qs+BlYJDM9NlNGzgOFw0nJMf+SLkcVg9rkenrfS87ue+WBty2d+nBNdjnhnQPEzwy5U7XN2PfE7la5nlYmisF52bF9let60ktsPv5q7Z5bh/mYPSaNgFU8W5WeKYLnVfVk+LYqjbgZqaqMMzXa2L3zU/q5WofPKXuW9ifR6eDmcMcasHYZLsnbRkyRLxxhtvGC6/7rrrtCoiWX108cUXi3/961/i3XffFatX+zsrh0qGVrJKSv/ZsGFDzO4LAJD8rIa0qVUd8kPkdSd2NXzA3KuEJ+nUD8PcL0j3w+YSw3CyDk0LRLw1UoafySFRH36/yXC9VUBjbkzthjrE8eu1uzwfZOquOr5z4HSTghzLsEo1qo/xizP9Mbx8xdER9VMyX6+er6mtdXVAWl1zUOwO0/NGf96bFmS7HrJmd9/maeithjypjbvdsmtIrh78X/nKt5bbIquSbvnvIsvbzRo7zPLylkWRV+7J4ZhexKP5s9O+IoePhNuXou651kCIEb1aRR0mmYe56dutvnds3L3f1e+G1dBJ3d7y0DBVVi7JfSlS6jYRJkXP49s56imGuNWDMEn2MProo4+06qP27ds7Ljt48GDt/1WrVmn/yx5KW7ca/yjo5+V1TsvI3kt5eaEl63LGN3md+gMASF8VFh+8zd+A60UV+vAudert9BLa5Fr+f+PrwVnAEjXTW2NluOLxf5sp7n5/WeD8w6P7WX6zLIdf6VVq8rRX6n7iNUz61RHtAqe3lQQPIosOVfKEC3/+OPJw7TEVWDyua0/oYng8Vo/d6Zv2QZ2bhH8AQogft+4TU5Z5P3hXw1grdtsmGzeHO1COZHr4Eb1aOl5vFczplWVOw+pk9ZuXZuwTr7QOBg3bYhF+q0GdOUSKpAosGXiptGmghEnfrNttGdZEIpqQq9ahNmnS4s2Ww/vMPcm8qFT6otnNRgr38qhESgvJNnFCsklomCTfyGSQJCuNZsyYoTXJDkfOxia1aVPXlHLo0KFi8eLFYtu2YEM9OTOcDIB69+4dWGb6dOM3U3IZeTkAAOGUuzhgMDfZTteyaKtZ6dS+QV5mGItX1ZR5iFW01OFxb3+3KeLHbRz2FTxYzrYYdmkVsBzTpYntYzOP8LM7GFcP2GVI0bVFXUVZm0bBvmLhgpv/frsxcP747nWzaoV73hqGeT2cwoNwwUKvNvZDvuzW9+8wTaStempMWlzXbmGqqenznaf3dBxW6yTXpvG/Su5nakWdPG01ZFPfL0qVfcstu4oqp9DF3FhbpQbPbqnLyudf7qOyWbcV+Ug7NssXh7cq1PbJmT9G1ojb/HtTGeEQPbntF71gX+2waY/1DHuLI6iq023ZWxnXarRUt6+yfoaw8MbudxFJECbJoW2yH9Lrr78uioqKtN5G8kfvYySHssmZ2eTsbuvWrRMffPCBuOyyy8SJJ54o+vfvry0zcuRILTS69NJLxaJFi8TkyZPFXXfdpa1bVhhJY8aMEWvWrBFjx44Vy5cvF08//bR48803xa233prIhw8AqCeyLfqXmL+RVpeRBwrX/us7kY6sqo5enLXG3yErMfiGsSAn9gHXmf2Cs7N59d363YHTRbnhm2VLXVsU2gYzA9o3Mpy3CzHUA/YPF20Sa7aXeeoDJod+HaNUMZ09sK3tfchtuO3Uww+t37kCxWkfCtvw+8cdEQ/zMT9vuq9Wh87UJqsT5f38Y8qPIVVd4cIjPWBSq5bk6W4t615TJ25DSxmMyO1TA0+3ZDgVyRDQSEUbfjQ4lAKdEhjqFt2sbroR42dpQ8/kvuknfb8w9xsLN2TUbT+7ssrEvAenkvStPk4fDHELL6H1ec8884z2/7Bhxm83JkyYIK644gqRnZ0tpk2bJh577DFRVlamNcIePXq0FhbpMjIytCFy119/vVZpVFBQIC6//HIxbty4wDKy4mnSpElaePT4449rQ+lefPFFrRcTAACRDBtxEzilY2NOqzBp096KpKhMcgoZqiKYPcyOXVDR1mY2OL3pspPX5nnv36iv06rReCsXs+ntKK0IHIRLT34W7FcpwyS3+/XX64JB2OGtQquC1PXod/efr9eL/3dmL+069fmU1S3y+XJ6LfX9a+9++wNvuU6n7VenqJ9yywmBy5cpvb9Uf59sDIykZz9fI07u0SLk8g5N3VV1qaGSV/rwTJU8v2FXmTYUUKqs8jZkSoZHag8qP9/Xdu074DiMtDrKSQz0vVgOdXtm5moxc8U2bciYH0NurfZFcxXW0vtGupoxMbC9hzZ4ntJzTaqKYIimVfjhJghRfwfcvEeFW0c060lGXoctA6koob/N4cbryvDo888/D7ueTp06iY8//thxGRlYLViwwPM2AgDQoih0iIg5EFEbcieq8iYZ6BU+JxzWXDtokAev6hT3ieQUYsXjuCBRB1FWw9ycporXbdpTYej5JBsLq0MG9aBDVmZYNbo2u2l4N9HOJlCz+j3SWfUcWrcz/PTuTlUc4cILtTfNym3BYZoyfJh8y3HazHFuPPeFsSovVmTgNfKxWZ5u8+vn5rquLpLLJTIE2BdmKF64x66HMwM7NBbNCrLFzrID4pu1u8Sx3ZtHvW1u3u9lVd8Fx3Ryvc7Xv96g/fhZDaMGZ2t2lInBXZ0f+6yV2w2hkDxu63PPFMMy4cKhtTuMv6d7yg+kTJhElgQkSQNuAACSmZx57MFf9TVcZv5AnB1lmOSlb0oy0w9Y7GbjeveGoRE1svaDVd+YoNgfGSRqBiWrpr3mb9X1/U+twln8896QGcp0mcqQGbfk7FXh9m11W+WwRPmcjXr8S8My8rIPF9U1KI6019mXq7Y73K5aDLhvauD8jOXbDI2si10Ecbrpy+3vxy+P/WaAOLx1satG8eb3JhmquSFfN/N7lPxx2zw83HuieUIDs6smzteC6Ujp9y+D1ZN71jVTnxrBrG7ZFjOwuemP93/vLPFlNrUHP1kR8W2rlaqmO95ZEnb5+z/6IXBahsWvfLXOc2HA1GV1fcN0f/rfYlFfzLEYuqqiMgkgTAIAwJUOYSoqrA4ydPU5HPJK/4Ath2fIgx71IHLcL3uLIzo2FcnIz+MCpz44XvhV4WbVM8lpWnKd0yxfWQ0ben5c5qFKr18zOCQ8VR+zXRXGyq2lhvBhxh9OFO/dMNRw4Kvtew4BxbiPlrsallN3WXA915/UVQtr+raLbKZfWeETTZiqBzpqA+yjXM6s59X7Nx4b8W3VUNLN0NYKj42s3VbD6dSRnsG+SVt9mdXMbU8VuV/pQZCsioo3r7MY7jHNePd3U+8vSVYqmcMtvYeU/HlsWt3s27qvVu0Q9cX/vgtOHGAV4Km7TrjPB0CqIkwCAMCFgtzgAe9/rj0m5ABaHZ6TztMuqweF20orDAeRXnrFxIJ8zexmoar1+X7+e93gqNfjtbeUWjmihjRVypTgukJlf1Y1LQxOIb9xl/0sNpFUJslKJ9XAjo1DlpHDj9Qwyapp+vpd5YZwoMjmsZiPnSdcfpThvNUBotWsbJ8sCVawdG5WN5tdQ4s+VOG8dvUg36ry1H3Dy35iXtapqkYOSYy0UXh70+/6D5ucZyHbcqivmlOAGs2sSuqrJYfgykrSDbv2i5Xb9ol40ve5v326wvL6h0f3iXi9eoCjNqo3LONxiJzbdlJepk6P5PcmUcKFb2plUiTvh0AqIEwCAMAFdWiL1YxK2con7yyHZtypTv0ALg8M1aFlLV00fY41uwNvvwPAfu2NQck/ft3ftwo1r+uxG3IYzrsL7Wf5qlEalsvtUSuD7Mjm2+GGc57QvVng9M824cFLX64Th7UMNvKWTcLN65JVIJe//I3hsr42M7GplRRLfg42C7ei93xSG5ObndqrbhiV2RGd/KvKUx+vX/vV2FF1M+n5QW7T+PMHBM7nhJnE4Ob/LtKef6cwSQ1MvFQlmV+vgpxMcWy3ZoHqJC+sgtlIlNr0gBraLbRheySswqQa03ucOYBSQyj5/9797sKn+T8Ff2fk7ZxeGznUzi7s8spqlsd4hkm5yj7dwBBXAukjfT/tAgDgQZtGwTL2QotZedTKJD9mCKqvMpUhVeYP404z3sWL3YF3r7aNYno/LR37Nblbh/TaNaFVcZE04I52KJ45lCsy9RGyOrQ65VCvGifdlZBITl9uFf79uHVfyLAoN9U5cjatO0/v6Thc6vuN1rO1mQNRi6fUcgr2WIm0x5r5eVKHaMnARa0wijakqrHo1aV66FxjH7pw3lvws/CLnNVNmrbMW5hUHeWsj3pY5nVYX8emzsOozGGKVShnfj9etCF0YoSyyrqhbV7CmbvfXyriTfbPMg9HjXeYpA4VrkcFV4CvEv+pDgCAeiDcwZsalJSaes0kqvFyIrRvkm8IMfKUb28b5wWHUCWKXdPgjjEegmc3FCvctt51hjH8cAox3AwtkbO4+dHk3RxKmANU2adpYAdjQNe5eYGn9d7x7hLbSpWXlWbA8rE4N1cPan5oOX22wZVbjcOcXpmzPurhOsMOD60uueb4zknRO81pG9TqSj/eH9UQ8/IJxkbuZ/VvLVqHqVT8mylsen+RsZmzF7IaSXXKoeqxBRv2iB0ehmlFS99Pe7Wx7rllF4qe2rsu/LIbVrZ4o3EYoRxibJah9DmTLnwhtNfTii11MxfuNfVLclJSEawQchvwuPmb6FR5FI8ZU9WG5VbUq9N4ZDvSHGESAAA+UMOkdK5MOqxVcAjg3v1V4oBSnZCTlRzPi1Wfl1hrF6aywO0BTYsIKpzUA1QZJvmhaYFxO8z7fEaDBuJw03DQXS4O2s0H08s3O1cK/f7k7oGZxR79TX8XW173fM5auUOrSjJPXe7k2hO6uAqEOlmEZurvQSLJ7e/WwjrU87u6osqhiueiwR3DVpNFEsDaaWBRaSqbqMsQQJ2tL14GdjAOgw3fmyr4XO0oDf09evPbYLNoafQzc0MCGDcNuPfsr0qq/VW3x8WMeX4L93ypQ6PNQwiBdJEcn+oAAEihMCncN5qpTD0YkpUJm5W+N/scZgdLNeYDuUgbz6rDJ930ngn3mjx0br+wyw7v4dy35YZhXUMOes1VLbII4twj2xsuc+ozZLWt0rX//i5wemjXpo4z1Zkmi3MVUHgZblRy6EBbu98Gzv2yercJDteTzj2inUgW5iBDfQ+LdPiclS4OlWgybGySn+14gJ4ZRSg/+si2Yfe9U3rWVftM99g3ySs5NNXM65+Ig8oNfvXMnJD3F6v9WB+yZledZeWm1xdq6460z1o0nCqRxk9daTi/z9RMPBbVv2qDbevrg6d/2lmeVhXIgI4wCQAAH6h9UtSDznRWWXVQ/LQzWPlRnWTfdvt54OzmviK6nSk8cjucS1VRFTzIadPY++3dDAk09wmSQWJ/U2jhdXY6M6ueW2o41Lwo/DBKtYJKDpXxUqlVqhzAhgsHx5zULerXLVbOGWgMWnR+t32pdkj3CnMyLfcHNUCKpApP19hFDy996NgXP+5wHSpG8jWBWlUkyYq4l79aa7Ns8D1JrZysDBPuWH2BMeiBGYaAw01lki7WYZL5/VBupzpETg7lU7f9rfkbDedbFhv3je0llQmdzQ3xb5CerPKi/DtX3xAmAQDgA/Vbdr2pbUF2RlyCimQiH+vhh4a6yQPu8dOC3yhXVCVXmBQv7RrnRbwP9GhtrHBJBl0thkmZq0hk5Yl8zLPGDvPtfotzrRrfZ7geXiq3R4YY6lTpf3jre8tle1v0tNEDB3lgNG/trsDlVx7XOXBaBgDyfo5VZqVLtjBJnZlS5SVscMMpcJP7i9VBlzrkrCgv8vfN/u2Nr99+JVDV9WlbrPVt2l9VI+as2elqvZEECOp+ae6n50QNltQKPGnj7nLPs1GWuTygl0HObmVY2aO/7m85JPj6k7q6Wp/dfajMYcMJD88MmRVOD7jkssf/babhutP++aXvgUUiwySnmfb8os5iKU8DkUifT7cAAMSQ1Te5ZQdqtA+A6RQmqRUklTWyMqk8bb+x09VGVM/gXwghZzHT5WaF3xfDhTLhGidL+sFvh6YF2sGwW/J3ZeKVR4c0bK67LnT/adCg1vXBn/xdbFEUfD63WjQpVnsxjXktOMROKrIZJiSH+JkfY/PCXE+POxnIcCVemhZaV5HNVUK61sV5YsotJ4iRj83ytG4ZYG5ShtdKMjBSfw/0oW+yEfdr89Zrs7oN7xF+tsFMDzP1/XHk4eKmkw8TP+3cZ6iGi6TqZ0B7Y5XftpIKcXir4rBDq/VqHxkGuQ0L5TZepwwv7duuUSDYUq3YvFc88/kaEQkZFsnXSb4/6PcZzoL1u8Xwnq1s+yf5HYaGG64ey8Ik+frGmjoEHYgUlUkAAPggXYMSK3q1SOn+KrFbmRUomaoz6gt5sPX9PadGtY7myoF7sQ9NjfMtQhXzLHmyMilSsjly6GW5htnBdMW52ZaP00pdsBv8Pd3qMDSmIDdDHNfNWF10Rv82roffJbOmBdbPU5FF5Vc0rHoi6ewC9vLKYKhQUV1jGzr59V48opfeN2mbq+oe88g9p8o7fX9tpMxi+emSLWLP/tAwJFzVyWBTvzD1fVVWlcxdEwzhrMj1Vzs0RFeZhyPbvQZueqCFC5T0xy2rBMPRm1w/MWOV5fXzf3J+DrwKF06ZK738qhySr+ewf3zuS8XRhl1ltpVNT8xY7cPWIt3Vr79+AAAg6enNmHeWxW/K7WQW7TfYxXnZUfV2Ug/63BwAWlVffPV/wYNmN9tgHpbjhdXB6+9O7m45w9QmZbhPSxcVU+pQy3UOM7m1b5InfmsaxtO5mc0saKJ+sQt1/Q7EI1nfgZqaqKd/l/unOciyW9fQbs1EXlaG2FJSIZZucp450Kpaxekx6uFHlfKYtpZWikUb9gqvzL9zv/tPXaNst8+TXEaGc26Y+zPZrd+P/UVWTsmgY9TjX7puQv7Odz9bXn/FhG99HQqWqGFu83/a7du6nGbDdLs/JLt07c2ULAiTAADwgRzWgrpvRfX+I9tMlR/pNtxPN6hz6CxkyezWUw937E3kRjSVSVaO7tREnH90h5DLG+dnGX4HLxvaKXDeqs+L6oBDpUZmw4biaOV1k+s6vHVxTCo00q26UlbzyPcCq/cD8wG8fE1vHxm6P4bT3tQk3u6x5WZliBMOa66dnuZiVrdKD7P/5R6qWFP3jxZF2RHN9imfqxuHG5u66wfO5iF9Vn7YtFf8v/eWurovcwWg14rS0/q2Drls6q0niGjJoXcyMHBqRr7Vw/Awc18icxCh7ouyf5O5h9HppgDMjwkm5Db8VhliGC11NkwZ3KmPUb7HxfJvc5nFjHuxCH3UdREmxR9hEgAAPrD6ECMbUadrgIKgO0/vWa9mrZMNw9UQRd5O7wHkdh3KcYpn8r7e/O3gkGqlLhaNv2VliduG5bLCQg0Vdu6z7r2iH0C7fd7qW5Zk1xjd7/cquwBHv1ze31u/HWK4bqFF1Y6X5/fbu04JBFXv3jDU1W1GHJrVzU2Y5CUGOq57XUilevjTHy17f7lx9gDrWfj2uRgi5iXw3FZaGdXre9cZvUJmo2vXJN/XZvx2HvpkecS3VcMW+f/KbcFeV24MefCzmDayLqt017zdqVKtRBliqc5guHGXsaG7Hz78frPhuVVn69tVZv/eGw0Z+hEoxRdhEgAAMfLj1n1p/cGmSvmm9iplxqt0Yzd7VrLyGj7FojKpsdJnxukgyXyQ/EvlgNvqd099PKU2B2e/Pqq94+OW1408FEBo21DvBrqFPpdvXjc4IcG3m2oOL9VAqg6m6iQ7J/dsqQVWS34uEZv3Olf5ZHlowN3p0LBI8/N6zwfLhB/DP3eWVmr7+NUT54e97ZKfnYfWvT0mGOrZNbg2s9tfmhzqyWV+H5H932IdKO2rSPzfW7VnkddKHKfltu6tdHV72YvKjj4hhlxu9urgDIayyb3fs7o59SC794OlIZVKkVYuxXJWPYRHmAQAAHxj963omQOsmxenKj8Cmfosmp5JVsOU7CohzJfJJtJ2z7t52anLgtPQe22orU57X98qk6x0bVno+zplhZmcjc1MfV0yw8wcKOVGWMmj3o/T72DzwhxxRIfGgUbcTrqZnif993zOHcNdbYeZXvkXyXuE1XP3/o3HWi77uKnZ8ke/O86wDWqPqT++vThkSKLbCje5LqfHIgOlL24/ScSKm99dPbRQK2XshoJ5tXKrt2omL1VF1ebu7xb2haleOv/5ebaPXdruMCmBV1YTJuim/bDN8DzLflhuGuBbqVT64EmxGkIHa+n36QYAgBhIx8DAitpf48Uv1wVOF5mm5UZqi7YyyWoq8mi/NXf7O+pm6vZaZcCTm4O8ZBPJLGl+3I8MO9TXodDF7IL92jUSsXZKr1biu/V7xPQftopLhgT7brmVpQQ7790wVAzs2NTVAWndDIOR/e3Yb1Gx1a5Jnhbo2IUF0qO/6S+6tjCGYo2U3mORvt+HC5KcZoP0y2crtmthiRW32xcN+XrKoVaxCJOqXMzGtzrKMGve2l2iV1t/ft/0hulu9L13injkN/0jup8VW8I3zvfy+um/O+F67qEOlUkAAPiAb7DcH2wh9UVbmWTF6kAwFgeHrYpzvFUm1cNhbubnLV5huJw5TVWQkxHRe4esiJH9kcJVI7mtDjz10LDFr1bvdH4vr42sqs6Ol+ddVnqpB7hnPvGV2LmvMiSMkOt0OhDOzcwIeW52OfQP87sCUz4OuwqqWJOBtFPQFi31fUEVLlDUh3fJ4WZ2Ml28p9rdv1v3frgsJLRXh+15CfT12QztmEO3P7z5fUQVYnlZmRH1TWIWOH/wyQ4AAPhGHlCYp1SXslwMP0Dq8NBaxjXzQXIklQZy+a7NQxt5q8HE5ceG7++lHtelwjC3WFFfH6sZ8dyMbGmrNIS3I1+/aIaUHtayUHRsmq9Vpc1aucN2ObtZDd0OqYuWOTxyam4un49rjg/dl7taNLKPV6WaWkFlxWpYpJNHft3fU6WMU+WP2+fYyQ6b26phnXkWObfhVobpTdUqDMnMjP7N6PMV2w3n1efMzfOny4zyjVE+L05hj/74L37p64iqS8Nx2zss3fHJDgCAGErHb7xyLCoJvDSuTQep3lPJ63TisXje7Co0LjymvePtClwMw5m7dlfgdAyKsFJGuNfL6bl22odkaOJngCMbuZ/Sq6V2etqyra6GN7p9nPJ8rCpxFm/cE3JfqjU7ykJuU+nDgXasyFBLPodL7xvpavn2NqGU3VAqN7OIrdsZ+py5dbvSb8rvzwQFylBxdTiWus5qF0PhwvnDW98bG2MrswXK5t5utz9cZVIsvThrjafZ8fQG4OpzumyTf8PnUlnqfXoBACAB5If47/7fqeLI+6eKdGc1VXXJ/irRsig3IduD+Lvv7D4iGVj1Xiq06N9ltZyTnUqlQX0c5hbvXjL1wam9WokJX60TM5ZvEzUHax0bCHt93g5rVRRy2WPnD4j6eb/h9YWO1xfnhu7rTQ/Ntqay2o5juzXVGmbHghzqpv++yaFT5iFP5lkanarWvvzTMHH83+xnMFOt31U3m5mTyUu2iqM6BXteqcb9sre4O4LZ+NTm0m4CrXCzo1r9zW1e6P/MZnZNymUloHwNYznkzswc9jh58rPV4obh3R1/v75dtztw2qrPldt9MN1RmQQAgE+qakJLwNPxIG2qxTf7VCall3YuhiYlSufmxp425wxsG93vaT3ctetTZZxVhZLcZr8fw6AuTUVRbqbYWXZALNxgrPjRZWfUDSMb0KGxp/uUy55/tLEiLpLjfqsZDXX/OK9fyDaNPrKdq3XI2717w1DDZWf0i88MnHqwJH/sAgqr/lj6Y2la4L4K8rFpK8Mu4/S3qmebopBA0c3QvOys4CH3pt37RSSqqmstq2qkn3ft18KWC18IHfIVztkRzLTqti+RX/y6L3VooPw9d3L1xG+jaqaeLgiTAADwCU2m6/zGdNAkle5Pv+F+SE7NTAefx3VvFtWBTT3MkpKGXSDz0Ll94x5yyffvYT3qhrrJWd38Zq4saZTn/fE5PicWlRSdmhmD0+cuOdI2sMk1NUfvG4dZ9OyoQaEeMlkNWdVDRbfDCNdsDx3C9uJlR7oO7BoplV4y4JL37abfVJFyu3Ahhp0DypdVW/caezNFuk6pTztjHzO3ZJWQU0PuCovZBiMlQx2/G6dXViXvcM/6hE+9AADEKEx6MAEHRMngmC6hQwQyqUxCkpBNoNUD09OjrMDwezgHnA/oYzksb4TeNykGYVKTfGPo0DvCg3g7VqPympuGFvcyVdaomuRnuWqSnShODfithhFasSoGa1Xsfvh1h2YFYauorMhh3rq1Fn2s3DigVCZVVBuDmuqDBy2rd+Ssh+HYNZV3G/LYzfImh4omC70iSQ2koumNhSDCJAAAfGKe/cPNVL6pKMdi5rbmRbFpyAxEW/mgNraNRDYzFfouX6mSMVepxDKgH3Z4S61X0o9b94n1O0P76+iHx5G8s48+yjjkrDjX+wxq8rHPu/Nky+sOOPTUcdMHJtP0ZUgyfhESi+GZ2abH3SjP2/uBm+3QXxsZash+PpHYd2hom1zHec/ONVxn1YfpgkEdXE2E0LwwR3xx+0kiGlbD3hLd6D3c0LjpP2yL27akMv76AQAQo2/T0zVMsuoF4mVKYaA+oVGr/5pYNImOh0b5WWJQ5yYxqU7qLDsk+1BdpQ6ZUrWymOBA3sepveuqrcJVfKlaFuUkZZgUC/k5mYaeTE6zkO3cVxl6++xM0SNMZdS+iuqoq3X06e6tQpKyyhqxbW9FSO8nPXx79hLjUD7zlz9+vIdtL60I9COSlUrFHkM5v6n77xbTcyMlT91U/UaYBACAT3YpMzxZ9aBIF7VxnCoeSLQ0zYxTtv/ciF6ttP+nL99qOytXJMfesW563r1lMKxS3TS8u2EbnLZP16uNv0PwktVfzumjzVinPvaHP/3RtqrFbRhnVn0oRLKanMKODBzVYX1Os7ntLKsMqQRSeyEd2amx7W2L8zK158BNI3EnJ/39c0Ol0l8/Xi4SSQ5pk8GWfC1fnLUm5PrNFgETvCNMAgAgRuS0xemoBUPakEbIkvyXl8AgXg+T5q3ZJUoqjLNmJTO7oMNtPyHVuLP7iHRw9sDQ2e4iqaQNFyg/fmgWuS0lkc3kJlXV2NfSNBANApVLurP6tw2cLnQYyqv3xoo0KKsP1lkMWYU/0qN+EQCAODDP6tI0QUM1Eo0qJKQThrmlls7NC7Qqn1Xb9onPV2wXZw1om1RDY/RG1G5nt9IrorxIly8EZH8sK9tLQ4ezOQm3X8xZs0urkMlqGHkdh953yaq6rLK6Rpz/wjzb9yXzPiCHoenT3usNuBP1d1vuy/K50bfHb9+u2yV+IkyKGSqTAACIkVT+ps/LB8VYN80F4knuy89delTgPFlSdM/lPy8YkHTvnaeEmdWtQZLNbKZfFu0649HkPBmMOamr4+M895k5lpfbLd+msbuZ3axmNdX/Rqp9m3TqcLs/v7vEdvhduamSSq7L7ZBG/bT8/6z+0c1s6ZXVdr49ZkjE67v3rF4hl32yZIv4eU/kFWFwRpgEAIBP5FTB3/zZeqaddJJOByVIT7K5rY7KpOiM6N066aobTz001O2z5dsce9UkUjxnuUs1bYrdhT+q845qZ/sc33Nm75DLZo0dFnKZeSiayrxu++Ao9PIPFm12XJfVfVntN1ef0MX2NrGotNbvW3520rend9tGvt7Hf77e4Mt6LhncwdVy+Wn2e5hejxYAgBhrUZTneUgBgPolQxmuQpSUeo7o2EQ7eJZTrn+7brcY2q2Zdrk+0RcBYnKxGsonQxe7oYDdWhaE3F6GPyc8PNP2Pi4b2tn2upZKOKXP1Bduavrzj24v/nZeaFWeuk3mdcjz6kQfg7s0FfPW7rK8bSQOd+ivpTefj6YKSR/K5jSbof5aqkPx3Ipisryw5PuBvo8t2rBbnP3U7NjdWT1CmAQAAAB4kKn0WiFXSM1eOsN7tBT/+26jmP7D1kCYhPobMN3+1iLx1vyN2umWRbmeh1bazZZndV/6Zff+sre494NlgcvUrKOhqV+TXP7LPw0Xx//tM9v7kY3BZcCpa+VzbyunflytinPFgrtHaqcjCXq89u7yGoi9ePlRomvzAjHuox9ELOgz8kkDOjQxPJZyh+Ay1THMDQAAAIiwcW9D0iRfyQqRZBgqMkLpmxSsyqj7n1e8/inOy3QMjpz2uTeuGxzRPplvup8qZZhb7qHG105DyeTwL9nfSbe1pEKs21kWOJ+dab0nhquKckvt4/TobwYYtuujm44TyWRgh8YiKyN20cbBWJY91WOESQAAAECklUkJ3ZLUk+jm27oTDm8hsjMaatOKr94ePIBH/XR6vzaO+5hTAJOb2TDq0FmuX40jGudnueplpBYwyf5dpRXB7WyUF7oO/b4iZddPSc5yqGpksf2J5kevtSm3nGB5efM0meHQq8TH/gAAAEA9oh4kUpgUnUimro+HwpxMMaRbM/HFj9u16iQ5zCnKtjFIoE7N8h2vl0PI7GRHGCblZRlDqwzlzaJVsbtwQu3/vq+i2vB+08fnZtVefje9hL5OPZL84LZPldnFgzuK1+atN1zWtNC60fjJPesqFWFEZRIAAADggTqcogG1SSnr1END3WTfJBUBYv2jzhgmT3sJR7IthqS5kWsKkxooR94DOzZ2tY4cJciSWWbOoW05vV9r0c2hj1OsWYVDVx3Xydf1y9fqP9ceY3m9HzPnXj+sqyGQ0vcNfT9RFdtUgaU7wiQAAADAAyqT0sPJvVpp/8//abeh8THSS0FOZGGSGkDIcKS6Jlja1tzlkKyBHYLVR3vLq0TVoXVkNmwo2jXJs7xNonqOLd1UKprbVPZESja7turhVJCTZTkcL5wTDmseuF3TAufX4LjuNN4PhzAJAAAAiHg2N9KkVNWucZ7o3aZYm3L8s+XbAj1vqEZLPU6BRKSNnRsrYZKc7atGaeLsNgBp3yQ4PK+i+qAoOzSU64NFm0KWlWGL13AlUvI+bjmlu+GyS4Z0FM9eepThsvdvPDYpGup76Q+lG3d2n4RsV31CmAQAAABEWpmU0C1BPGd1Q+qSYcKfT+/p6zoPmppsqdPLu9W+aTBMys8xVjeZxTu0Oe/o9iEzqsnwVWVXPRVJ4KMOQYvHY7VrcI6g5IwJAQAAgCQlZ1WyOo3UM6J3K/HPGau0Rtwj+9QNe0NqGtK1qeXlkQYXIWFSBO8ValPpveUHRPXBg0nTvF7tCSWrovReVInaJv35kM+ZrASzcoqHRtp6eAV7hEkAAACAB5kZ9ExKF33bNhIti3LEttJKMXf1rroLec1TUuN8f/v9qM2zpYqq6ILn/VU1gZ5JyaA+hi3nHWWspkJ0GOYGAAAAeCCb3+oIk1Jbw4YNxCmHGnFPX74t0ZuDGPIy3b0bao8kzaH3iquP7+K62kldThY66W83153YNWl7ESWafF6uOb6LoW+T+vsci/tbF8fhd8mEMAkAAACIuGcSaVK69E3asa9S+59XPDX5HQRkmxp3T5z9U0hlo9fKpOe+WKOdrjUNoYPR6CPbBU7nZWWkbdgTa4RJAAAAQIRhkrkvClLPcd2bi9wsDptSnQwa1Onno15fjnVwsV/pg+Rmmy4a3DGk51JlNb3anLQozgmcblro7/BFBPGuCAAAAHiQqYRJZEmpTzYaPr57i8B5hjamLj8rV/YfqLG8fPHGkojW99wXawOnP12yJeLtSgfqzG96Y3D4jzAJAAAA8KAoNzhldKZpKAtS06m93c8ChfrLz+okux5MXsPIPeUHQi5rnM+09Ug8/voBAAAAEVcmUZqUDoZ7mFIc9Ztf1Ul267n40LA1tz5eHFqF9IeRh0e8XYBfCJMAAACACHsmkSWlh5ZFuaJ/+0ba6blrdolyD31vAFVxnrewqmVRsP+PrmPTfB+3CIgMYRIAAACilk7TIzdQxqnUkCaljWE9gn2TkB6WjRsV8fuZvN2sscNCLu/RqsjTesb+okfIZY3zaSqNxCNMAgAAACLEbG7p47yj2id6E1DPWPVNspvlzU7zwtDKpIO1zOaGxCNMAgAAACJElpQ+rA7qASdWVU1eK53UHm26mhreeJDmYdKDDz4oBg0aJIqKikTLli3FOeecI1asWGFYpqKiQtx4442iWbNmorCwUIwePVps3brVsMz69evFGWecIfLz87X13H777aK62jiOeebMmeLII48UOTk5onv37uKVV16Jy2MEAABA6qIBd/pIp6Gc8IfcT24+pXvIZZHOHmk11BZIyzDp888/14KiuXPniqlTp4qqqioxcuRIUVZWFljm1ltvFR9++KF46623tOU3bdokzj333MD1NTU1WpB04MABMXv2bDFx4kQtKLr77rsDy6xdu1ZbZvjw4WLhwoXilltuEddcc42YPHly3B8zAAAA6je1+XJFdU1CtwVAcjvniLaG816bt1cfZEgbklNCI/VPP/3UcF6GQLKyaP78+eLEE08Ue/fuFS+99JJ4/fXXxcknn6wtM2HCBNGrVy8tgBoyZIiYMmWKWLZsmZg2bZpo1aqVGDhwoLj//vvFn/70J3HvvfeK7Oxs8eyzz4ouXbqIRx55RFuHvP2XX34pxo8fL0aNGpWQxw4AAID67yCFSQAcdGleJHIyG4rK6shCIcIkJKuk6pkkwyOpadOm2v8yVJLVSiNGjAgs07NnT9GxY0cxZ84c7bz8v1+/flqQpJMBUUlJiVi6dGlgGXUd+jL6OswqKyu126s/AAAAgFktaRKAMH45wFid5EWNxXuMVWNvIG3DpIMHD2rDz4477jjRt29f7bItW7ZolUWNGzc2LCuDI3mdvowaJOnX69c5LSNDov3791v2cmrUqFHgp0OHDj4/WgAAAKQCsiQA4fzfaT0jvm1ji55J9OxCMkiavVD2TlqyZIk2/CzR7rjjDnHbbbcFzsvQiUAJAAAAZif3apnoTQCQ5JoV5miN2yNRlBcaJgHJICnCpJtuukl89NFH4osvvhDt27cPXN66dWutsfaePXsM1UlyNjd5nb7M119/bVifPtubuox5Bjh5vri4WOTl5YVsj5zxTf4AAAAATjo2zU/0JgAAkF7D3ORUqjJIevfdd8WMGTO0Jtmqo446SmRlZYnp06cHLluxYoVYv369GDp0qHZe/r948WKxbdu2wDJyZjgZFPXu3TuwjLoOfRl9HQAAAAAAJLuHzu3LMDckhcxED22TM7W9//77oqioKNDjSPYpkhVD8v+rr75aG3Imm3LLgOh3v/udFgLJmdykkSNHaqHRpZdeKh5++GFtHXfddZe2br26aMyYMeLJJ58UY8eOFVdddZUWXL355pti0qRJiXz4AAAAAAA4DpFTdWlekLBtAZImTHrmmWe0/4cNG2a4fMKECeKKK67QTo8fP140bNhQjB49WptlTc7C9vTTTweWzcjI0IbIXX/99VrIVFBQIC6//HIxbty4wDKy4kkGR7feeqt4/PHHtaF0L774orYuAAAAwAtZFRBp/xMAiEbbxqFtWoBEaFArx5rBkWzALauk9u7dq1VHAQAAAABST/mBatH77sna6WXjRiXFkLJk3CaklkgyD/ZCAAAAAACSFNWQSEYJbcANAAAAAACA+oUwCQAAAAAAAK4RJgEAAAAAAMA1eiYBAAAAAEB/IsA1KpMAAAAAAADgGmESAAAAAAAAXCNMAgAAAAAAgGuESQAAAAAAAHCNMAkAAAAAAACuESYBAAAAAADANcIkAAAAAAAAuEaYBAAAAAAAANcIkwAAAAAAAOAaYRIAAAAAAABcI0wCAAAAAACAa4RJAAAAAAAAcC3T/aLpq7a2Vvu/pKQk0ZsCAAAAAADgGz3r0LMPNwiTXCgtLdX+79ChQ6I3BQAAAAAAICbZR6NGjVwt26DWS/SUpg4ePCg2bdokioqKRIMGDRK9OYgibZWB4IYNG0RxcXGiNwdJhv0DTtg/4IT9A07YP+CE/QNO2D8Qr/1DxkIySGrbtq1o2NBdNyQqk1yQT2b79u0TvRnwifxF480Ydtg/4IT9A07YP+CE/QNO2D/ghP0D8dg/3FYk6WjADQAAAAAAANcIkwAAAAAAAOAaYRLSRk5Ojrjnnnu0/wEz9g84Yf+AE/YPOGH/gBP2Dzhh/0Ay7x804AYAAAAAAIBrVCYBAAAAAADANcIkAAAAAAAAuEaYBAAAAAAAANcIkwAAAAAAAOAaYRKS2hdffCHOOuss0bZtW9GgQQPx3nvvGa6/4oortMvVn1/84heB69etWyeuvvpq0aVLF5GXlye6deumdbw/cOCAYRnzOuTP3LlzDff11ltviZ49e4rc3FzRr18/8fHHH8fhGUAs9w+pc+fOIcs89NBDhmW+//57ccIJJ2ivfYcOHcTDDz8csi3sH6m3f8ycOdPyvUH+fPPNN9oyvH+k7v4h/fDDD+KXv/ylaNSokSgoKBCDBg0S69evD1xfUVEhbrzxRtGsWTNRWFgoRo8eLbZu3WpYh1z+jDPOEPn5+aJly5bi9ttvF9XV1YZl5L525JFHarOxdO/eXbzyyisxfOSIx/6xa9cu8bvf/U706NFD+/zRsWNH8fvf/17s3bvXsA6r94833njDsAz7R2q+fwwbNizktR8zZoxhHbx/pOf+YffZQv7IzxM63j9Sc/9oYPPa//3vfw8sI//GXHzxxaK4uFg0btxYO97dt29f3I9fCJOQ1MrKysSAAQPEU089ZbuMPPjbvHlz4Oc///lP4Lrly5eLgwcPiueee04sXbpUjB8/Xjz77LPizjvvDFnPtGnTDOs56qijAtfNnj1bXHjhhdov6oIFC8Q555yj/SxZsiQGjxrx2j9048aNMywjDwB0JSUlYuTIkaJTp05i/vz52hv5vffeK55//vnAMuwfqbl/HHvssYbr5M8111yjhdNHH320YT28f6Te/rF69Wpx/PHHax+y5Idx+aHs//2//6d94NLdeuut4sMPP9Q+jH3++edi06ZN4txzzw1cX1NTox0Iyi8w5H4wceJE7YP83XffHVhm7dq12jLDhw8XCxcuFLfccou2n02ePDnGzwBiuX/IfUH+/OMf/9B+1+Xr/umnn2rvA2YTJkwwvH/I9wcd+0fqvn9I1157reG1Vw/2eP9I3/1DHvibP3/cd9992pcWp512mmFdvH+k3v6x2fTav/zyy1qYJL+w0skgSR7bTp06VXz00UdaQHXdddfF//ilFqgn5O767rvvGi67/PLLa88++2xP63n44Ydru3TpEji/du1abd0LFiywvc1vfvOb2jPOOMNw2eDBg2t/+9vferpvJN/+0alTp9rx48fbXv/000/XNmnSpLaysjJw2Z/+9KfaHj16BM6zf6TH+8eBAwdqW7RoUTtu3LjAZbx/pO7+cf7559decskltrfZs2dPbVZWVu1bb70VuOyHH37Q1jVnzhzt/Mcff1zbsGHD2i1btgSWeeaZZ2qLi4sD7yljx46t7dOnT8h9jxo1yrfHh/jvH1befPPN2uzs7NqqqirHdavYP1J3/zjppJNqb775Ztvref9IDX69fwwcOLD2qquuCrtuFftH8hNhXkNJflY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"text/plain": [ "
" ] @@ -246,15 +240,6 @@ "id": "d8d78154-7bc8-4804-aa65-485627815382", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\u001b[1;33m[WARNING]: \u001b[0m/var/folders/nd/01s30xjn2z1_lx_f3bqdbwt4nm074c/T/ipykernel_6237/1282916058.py:10: RuntimeWarning: divide by zero encountered in divide\n", - " norm_flux = flux / continuum\n", - "\n" - ] - }, { "data": { "text/plain": [ @@ -267,7 +252,7 @@ }, { "data": { - "image/png": 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", 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" ] @@ -288,11 +273,137 @@ "\n", "norm_flux = flux / continuum\n", "\n", + "model = mwmStar[\"nmf_rectified_model_flux\"][0][mask]\n", + "\n", "plt.plot(wl_plot, norm_flux)\n", + "plt.plot(wl_plot, model, \"--\", linewidth=1)\n", "plt.xlabel(\"λ [Å]\")\n", "plt.ylabel(\"normlized flux\")" ] }, + { + "cell_type": "markdown", + "id": "4ebddcc3-90f5-4026-9177-1aeb44836b50", + "metadata": {}, + "source": [ + "Adding the NMF model flux really shows just how much detail in the APOGEE spectra is being neglected by this high-level view. The code below splits the spectrum into 8 chunks so we can see individual lines, and the model fit. A few absorption line labels are added to guide the eye." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "4f8bc32f-eb35-47bd-9895-6dc49866ccdf", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def plot_spectrum(wave,flux,errs,model,mask):\n", + " # number of subplots\n", + " dd=8\n", + " f,a=plt.subplots(dd,figsize=(24,18))\n", + " qqq=int(len(wave)/dd)\n", + " # range of wavelengths to plot\n", + " beg,end=15000,17000\n", + " ran=end-beg\n", + "\n", + "\n", + " # lines that contribute most strongly to elements in ASPCAP windows, from ASPCAP windows file\n", + " # these are not exact, and were determined from where the windows weights peak, not from a linelist\n", + " # they may not be accurate. but i put them there to guide the eye \n", + " multiwindows={\n", + " 'Mg':[15697.699],\n", + " 'Al':[16723.532,16755.446,16767.951],\n", + " 'Si':[16099.411,16064.529],\n", + " 'Ca':[16141.281,16155.336,16161.810],\n", + " 'Ti':[15339.246],\n", + " 'Mn':[15163.310,15266.518,15221.870],\n", + " 'Fe':[16386.643],\n", + " 'Ni':[16872.056,16315.035,15559.513],\n", + " 'Cu':[16010.025],\n", + " 'K':[15167.081,15172.530],\n", + " }\n", + " \n", + " colors={'Mg': \"tab:blue\", \n", + " 'Al': \"tab:pink\",\n", + " 'Si': \"tab:olive\",\n", + " 'Ca': \"yellowgreen\",\n", + " 'Ti': \"tab:cyan\",\n", + " 'Mn': \"tab:purple\",\n", + " 'Fe': \"tab:orange\",\n", + " 'Ni': \"tab:gray\", \n", + " 'Cu': \"tab:brown\",\n", + " 'K': \"indigo\"}\n", + " med = 0.9\n", + " for k in range(dd):\n", + " # set yscale of plot\n", + " a[k].set_ylim(med*0.6,med*1.2)\n", + " \n", + " # plotting vertical lines for the elements in the ASPCAP windows \n", + " lineq=[]\n", + " linee=[]\n", + " for el in multiwindows:\n", + " for line in multiwindows[el]:\n", + " a[k].axvline(line,color=colors[el],linestyle='dashed')\n", + " \n", + " lineq.append(line)\n", + " linee.append(el)\n", + " \n", + " zipped=zip(lineq,linee)\n", + " szipped = sorted(zipped)\n", + " lineq,linee=zip(*szipped)\n", + "\n", + " # some minor adjustments to the vertical placement of the labels to avoid overlap\n", + " buff=8\n", + " linev=[]\n", + " for l in range(len(lineq)):\n", + " line=lineq[l]\n", + " el=linee[l]\n", + " vert=med*1.13\n", + " if np.any([np.abs(line-q)0 and linev[-1]==vert:\n", + " vert=med*0.67\n", + " linev.append(vert)\n", + "\n", + " q=a[k].annotate(el,(line,vert),color='k',horizontalalignment='center')\n", + " q.set_bbox(dict(facecolor=colors[el], alpha=0.8, pad=1, edgecolor = 'None'))\n", + "\n", + " # now actually plotting the spectra\n", + " for k in range(dd):\n", + " a[k].plot(wave, flux, 'k-', lw=2.5)\n", + " a[k].plot(wave, model, 'r-', lw=1.2)\n", + " a[k].fill_between(wave, (flux+errs), (flux-errs), color='gray', alpha=0.4, edgecolor=None)\n", + "\n", + " a[k].set_xlim(beg+k*ran/dd,beg+(k+1)*ran/dd)\n", + " a[k].ticklabel_format(style='plain', axis='x')\n", + " a[k].vlines(wave[mask > 0], ymin=0, ymax=1.3, color='blue', lw=0.25, alpha=0.3)\n", + " for el in multiwindows:\n", + " a[-1].plot([],[],color=colors[el],linestyle='dashed',label=el)\n", + " \n", + " f.subplots_adjust(top=0.94,left=0.05,right=0.95)\n", + "\n", + " plt.show()\n", + " return f\n", + "\n", + "wave = mwmStar[\"wavelength\"][0]\n", + "flux = mwmStar[\"flux\"][0]/mwmStar[\"continuum\"][0]\n", + "errs = 1/np.sqrt(mwmStar[\"ivar\"][0])/mwmStar[\"continuum\"][0]\n", + "mask = mwmStar[\"pixel_flags\"][0] != 0\n", + "model = mwmStar[\"nmf_rectified_model_flux\"][0]\n", + "\n", + "f = plot_spectrum(wave,flux,errs,model,mask)" + ] + }, { "cell_type": "markdown", "id": "f0343c99-7237-49b1-aced-e9daddcf0c91", @@ -302,7 +413,7 @@ "\n", "This notebook was created to give an example of using the `sdss-access` tool, and illustrate how to use an APOGEE spectrum.\n", "\n", - "**Authors**: Adam Wheeler, John Donor\n", + "**Authors**: Adam Wheeler, John Donor, Pierre Thibodeaux\n", "\n", "**Last Update**: 2026 March 04\n", "\n", @@ -331,7 +442,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.7" + "version": "3.12.2" } }, "nbformat": 4,