{ "cells": [ { "cell_type": "markdown", "id": "2175a4a2-7304-40ea-a95b-373f54f9c1df", "metadata": {}, "source": [ "\n", "# Spyctral's Tutorial\n" ] }, { "cell_type": "markdown", "id": "c6e5cd2a-1a62-43a7-9feb-d194be77379a", "metadata": {}, "source": [ "***This tutorial is a guide to use Spyctral package. Here we show, step by step, how to get started and the principal available options.***" ] }, { "cell_type": "markdown", "id": "a2f8ae60-1bbe-45ab-939e-f4bcdc0bf126", "metadata": {}, "source": [ "### Install the library" ] }, { "cell_type": "code", "execution_count": 2, "id": "4d98f2ea-3e31-4100-b144-dadb30b400f5", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Collecting spyctral-tools\n", " Using cached spyctral_tools-0.0.1rc0-py3-none-any.whl.metadata (6.4 kB)\n", "Requirement already satisfied: attrs in /home/ccerdosino/anaconda3/envs/spyctral/lib/python3.13/site-packages (from spyctral-tools) (25.1.0)\n", "Collecting numpy (from spyctral-tools)\n", " Using cached numpy-2.2.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (62 kB)\n", "Requirement already satisfied: python-dateutil in /home/ccerdosino/anaconda3/envs/spyctral/lib/python3.13/site-packages (from spyctral-tools) (2.9.0.post0)\n", "Collecting 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asdf-standard-1.1.1 asdf-transform-schemas-0.5.0 asdf_wcs_schemas-0.4.0 astropy-7.0.1 astropy-iers-data-0.2025.2.24.0.34.4 contourpy-1.3.1 cycler-0.12.1 fonttools-4.56.0 gwcs-0.24.0 jmespath-1.0.1 kiwisolver-1.4.8 matplotlib-3.10.0 ndcube-2.3.1 numpy-2.2.3 pandas-2.2.3 pillow-11.1.0 pyerfa-2.0.1.5 pyparsing-3.2.1 pytz-2025.1 scipy-1.15.2 semantic_version-2.10.0 specutils-1.19.0 spyctral-tools-0.0.1rc0 tzdata-2025.1\n" ] } ], "source": [ "!pip install spyctral-tools " ] }, { "cell_type": "markdown", "id": "8229f812-4730-4b9d-9db4-3174c9e6287b", "metadata": {}, "source": [ "### Import packages" ] }, { "cell_type": "markdown", "id": "65bd6ade-a15e-4762-af99-955681ba182f", "metadata": {}, "source": [ "The first thing to do is import the necessary libraries. In general, you will need the following:\n", "\n", " * `spyctral`: the library that we present in this tutorial.\n", " * `numpy`: to manipulate arrays.\n", " * `matplotlib.pyplot`: to create and customize a wide range of static, animated, and interactive plots.\n", " * `os`: to interact with the operating system, such as handling file paths and managing directories.\n", " * `csv`: to read and write CSV files, which are commonly used for storing tabular data.\n", " \n", "**Note**: In this tutorial, we assume that you already have experience using these libraries." ] }, { "cell_type": "code", "execution_count": 3, "id": "7944fc0a-a46e-47eb-a53c-afe2c1ee72d5", "metadata": {}, "outputs": [], "source": [ "import spyctral as spy\n", "import numpy as np\n", "import os\n", "import csv\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "id": "d41ea777-f2c2-4b09-b5ad-dc22074f2088", "metadata": {}, "source": [ "### Load the data" ] }, { "cell_type": "markdown", "id": "a1e91d2a-bc66-4d05-a824-e5f683967c17", "metadata": {}, "source": [ "Next step is load the data. Spyctral needs a minimum of one text file and you need to know the source code of the file to be analysed to use the correct read function. \n", "\n", "The file path is the only mandatory setting in read functions and you must be sure to incluide the correct file/files path. You can also include extra configuration like asign the object name or the ammount of decimals to get the parameters values. Explore all the different options for each read function with help task to adapt it to your needs. \n" ] }, { "cell_type": "markdown", "id": "f39923bb-9a5d-47b3-84db-369b5efa215c", "metadata": {}, "source": [ "### Single loading" ] }, { "cell_type": "markdown", "id": "b294ee57-5b0a-4401-acab-c1ac15b51e78", "metadata": {}, "source": [ "For this tutorial step we will use a data file available in test folder for your try as well. " ] }, { "cell_type": "code", "execution_count": 4, "id": "cd809c0c-9c9a-4c15-a4f5-1d627474801a", "metadata": {}, "outputs": [], "source": [ "star_object_1 = spy.read_fisa('../../tests/datasets/case_SC_FISA.fisa')" ] }, { "cell_type": "code", "execution_count": 5, "id": "71466305-ff6f-47ce-aab9-c5157f219210", "metadata": {}, "outputs": [], "source": [ "star_object_2 = spy.read_starlight('../../tests/datasets/case_SC_Starlight.out', object_name='object_2')" ] }, { "cell_type": "markdown", "id": "9dc192ba-5a57-4ec0-972f-a2b50977fbf9", "metadata": {}, "source": [ "Those lines created two `SpectralSummary` objects that store all the information from FISA and STARLIGHT files. Here we show the objects and how they save the data." ] }, { "cell_type": "code", "execution_count": 6, "id": "bf6ad549-5e87-4844-90ad-fd6b6a0336a5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "star_object_1" ] }, { "cell_type": "code", "execution_count": 7, "id": "3f0ba0fa-fc0b-4556-8a05-78f83002485a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "star_object_2" ] }, { "cell_type": "markdown", "id": "b36896b2-e724-4d4d-8217-8375271dfca4", "metadata": {}, "source": [ "### Set loading" ] }, { "cell_type": "markdown", "id": "ec70c97a-df4c-4032-a205-36c0ea0e019d", "metadata": {}, "source": [ "If you have a set of files, you can load all the files at once. To make that you can define the files list and their folder path. For example we select a set of 15 STARLIGHT files, and we save the objects from each file in a dictionary `ss_objects`. " ] }, { "cell_type": "code", "execution_count": 10, "id": "d1334faa-60bc-4c94-af70-1a752749ad60", "metadata": {}, "outputs": [], "source": [ "folder_files_path ='../../tests/datasets/set_STARLIGHT_files'" ] }, { "cell_type": "code", "execution_count": 12, "id": "b2c82d6e-1744-466b-91c6-b0635386e262", "metadata": {}, "outputs": [], "source": [ "files_list = [f for f in os.listdir(folder_files_path) if os.path.isfile(os.path.join(folder_files_path, f)) and f.endswith('.out')]" ] }, { "cell_type": "code", "execution_count": 13, "id": "a8df9a8b-243b-423d-b4ee-1a21f88fb064", "metadata": {}, "outputs": [], "source": [ "ss_objects = {}\n", "for idx, file in enumerate(files_list):\n", " var_name = f\"ss_obj_{idx}\" \n", " ss_objects[var_name] = spy.read_starlight(f'{folder_files_path}/{file}', object_name=file) " ] }, { "cell_type": "code", "execution_count": 14, "id": "6a22ce51-9756-4af9-a594-eba4c5695990", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "30" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(ss_objects)" ] }, { "cell_type": "code", "execution_count": 15, "id": "9eeb8a1c-e6b4-49e4-aba3-f4904974c4cc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ss_objects['ss_obj_1']" ] }, { "cell_type": "code", "execution_count": 16, "id": "2dc68922-c83c-4fc0-8efe-106d516fd64a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ss_objects['ss_obj_14']" ] }, { "cell_type": "markdown", "id": "7616c86d-d6ba-45ca-a9ed-8f1dfa1b39f6", "metadata": {}, "source": [ "**Note:** The next steps are available for all `SpectralSummary`, we make the showing with the second one for simplicity." ] }, { "cell_type": "markdown", "id": "5ad76ed9-be11-4a89-8247-9625c4dd74cf", "metadata": {}, "source": [ "### Getting data information" ] }, { "cell_type": "markdown", "id": "71d88e8a-8bd8-4976-a71f-6fa6ab296e4e", "metadata": {}, "source": [ "The created object contains several atributes and methods. You can obtain the object name, header information, spectra tables, age, reddening and other parameters. Here we show how to get some of them: " ] }, { "cell_type": "code", "execution_count": 17, "id": "925908c8-a416-4d7a-9687-acbb82e92f5f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "
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" ], "text/plain": [ " j x_j Mini_j Mcor_j age_j Z_j _j YAV \\\n", "0 5.0 13.323198 0.081313 0.1334 8.710000e+06 0.004 0.017050 0.0 \n", "1 16.0 33.277591 12.942000 13.7960 1.278050e+09 0.004 0.000267 0.0 \n", "2 39.0 53.399210 24.894000 26.8560 1.278050e+09 0.008 0.000223 0.0 \n", "\n", " Mstars component_j a/Fe SSP_chi2r SSP_adev SSP_AV SSP_x \n", "0 0.8983 0.8983 0.0 4.6516 4.4419 2.4721 92.8005 \n", "1 0.5837 0.5837 0.0 2.0388 2.8490 0.4472 100.5466 \n", "2 0.5907 0.5907 0.0 2.8045 3.2546 0.3218 101.3126 " ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ssps_vector = star_object_2.extra_info.ssps_vector\n", "ssps_vector" ] }, { "cell_type": "code", "execution_count": 21, "id": "45c6a661-5d7f-4b2d-9c6a-2ab9d917d799", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 8.710000e+06\n", "1 1.278050e+09\n", "2 1.278050e+09\n", "Name: age_j, dtype: float64" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ssps_ages = star_object_2.extra_info.ssps_vector.age_j\n", "ssps_ages" ] }, { "cell_type": "code", "execution_count": 22, "id": "7d5de474-d6ff-4da3-8adb-ffe434aa6bed", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1108933312.92" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "star_object_2.age" ] }, { "cell_type": "code", "execution_count": 23, "id": "65dc889e-de76-4ba6-b437-4ba59a4d1889", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.006" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "star_object_2.z_value" ] }, { "cell_type": "code", "execution_count": 24, "id": "a48c4853-a69d-433a-b86e-ba85f921546e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.2533548387096774" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "star_object_2.reddening" ] }, { "cell_type": "markdown", "id": "89845140-6612-4465-ad44-631c6d97758c", "metadata": {}, "source": [ "These methods are:\n", "\n", "- `header_info_df`\n", "- `get_spectrum()`\n", "- `feh_ratio`\n", "- `get_all_properties`\n", "- `plot`\n" ] }, { "cell_type": "code", "execution_count": 25, "id": "2069d6c9-e956-4691-b030-baf3f24d654d", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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value
Date2007-04-01 00:00:00
Cid@UFSCOUTPUT of StarlightChains_v04.for
arq_obsSL573_1922_n4020.dat
arq_baseBase.BC03.Sbmm
arq_masksMask.txt
arq_configStCv04.C11.config
N_base69.0
N_YAV_components0.0
i_FitPowerLaw0.0
alpha_PowerLaw-9.99
red_law_optionCCM
q_norm1.458241
l_ini3808.0
l_fin6854.0
dl2.0
l_norm4020.0
llow_norm4010.0
lupp_norm4030.0
fobs_norm1.010416
llow_SN5500.97
lupp_SN5700.97
S_N_in_S_N_window42.952
S_N_in_norm_window36.115
S_N_err_in_S_N_window42.952
S_N_err_in_norm_window36.115
fscale_chi21.0
idum_orig-2007200.0
NOl_eff1524.0
Nl_eff1458.0
Ntot_cliped66.0
clip_methodNSIGMA
Nglobal_steps2387560.0
N_chains7.0
NEX0s_base31.0
Clip_Bug0.0
RC_Crash0.0
Burn_In1.0
n_censored_weights0.0
wei_nsig_threshold2.0
wei_limit36.12
idt_all26.0
wdt_TotTime26.506
wdt_UsrTime26.486
wdt_SysTime0.02
chi2_Nl_eff1.22947
adev2.30437
sum_of_x102.66808
Flux_tot2.97885
Mini_tot16876.3
Mcor_tot9240.6
v0_min164.96
vd_min330.07
AV_min0.7854
YAV_min0.0
Nl_obs1524.0
\n", "
" ], "text/plain": [ " value\n", "Date 2007-04-01 00:00:00\n", "Cid@UFSC OUTPUT of StarlightChains_v04.for\n", "arq_obs SL573_1922_n4020.dat\n", "arq_base Base.BC03.Sbmm\n", "arq_masks Mask.txt\n", "arq_config StCv04.C11.config\n", "N_base 69.0\n", "N_YAV_components 0.0\n", "i_FitPowerLaw 0.0\n", "alpha_PowerLaw -9.99\n", "red_law_option CCM\n", "q_norm 1.458241\n", "l_ini 3808.0\n", "l_fin 6854.0\n", "dl 2.0\n", "l_norm 4020.0\n", "llow_norm 4010.0\n", "lupp_norm 4030.0\n", "fobs_norm 1.010416\n", "llow_SN 5500.97\n", "lupp_SN 5700.97\n", "S_N_in_S_N_window 42.952\n", "S_N_in_norm_window 36.115\n", "S_N_err_in_S_N_window 42.952\n", "S_N_err_in_norm_window 36.115\n", "fscale_chi2 1.0\n", "idum_orig -2007200.0\n", "NOl_eff 1524.0\n", "Nl_eff 1458.0\n", "Ntot_cliped 66.0\n", "clip_method NSIGMA\n", "Nglobal_steps 2387560.0\n", "N_chains 7.0\n", "NEX0s_base 31.0\n", "Clip_Bug 0.0\n", "RC_Crash 0.0\n", "Burn_In 1.0\n", "n_censored_weights 0.0\n", "wei_nsig_threshold 2.0\n", "wei_limit 36.12\n", "idt_all 26.0\n", "wdt_TotTime 26.506\n", "wdt_UsrTime 26.486\n", "wdt_SysTime 0.02\n", "chi2_Nl_eff 1.22947\n", "adev 2.30437\n", "sum_of_x 102.66808\n", "Flux_tot 2.97885\n", "Mini_tot 16876.3\n", "Mcor_tot 9240.6\n", "v0_min 164.96\n", "vd_min 330.07\n", "AV_min 0.7854\n", "YAV_min 0.0\n", "Nl_obs 1524.0" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_header_info = star_object_2.header_info_df\n", "df_header_info" ] }, { "cell_type": "code", "execution_count": 26, "id": "7383bd78-778b-47dd-8075-b708358e9bc0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ " (length=1524))>" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "star_object_2.spectra.observed_spectrum" ] }, { "cell_type": "code", "execution_count": 27, "id": "bf51754e-5370-49ee-a55d-25c2c06de713", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "np.float64(-0.5006023505691852)" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "star_object_2.feh_ratio" ] }, { "cell_type": "markdown", "id": "09addf28-2260-4009-9787-5bc3bed26acb", "metadata": {}, "source": [ "The `get_all_properties` method creates a DataFrame containing all relevant parameters of the instance. Numerical values are formatted to display in scientific notation where necessary. " ] }, { "cell_type": "code", "execution_count": 28, "id": "bdce7fd8-310f-4c54-a2cc-385748500168", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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PropertyValue
0object_nameobject_2
1age1.11e+09
2err_age4.31e+08
3reddening0.253355
4av_value0.7854
5z_value0.006
6feh_ratio-0.500602
7normalization_point4020.0
\n", "
" ], "text/plain": [ " Property Value\n", "0 object_name object_2\n", "1 age 1.11e+09\n", "2 err_age 4.31e+08\n", "3 reddening 0.253355\n", "4 av_value 0.7854\n", "5 z_value 0.006\n", "6 feh_ratio -0.500602\n", "7 normalization_point 4020.0" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "star_object_2.get_all_properties" ] }, { "cell_type": "markdown", "id": "310b7224-fdff-402d-abd1-dabddeedc60e", "metadata": {}, "source": [ "### Using the values" ] }, { "cell_type": "markdown", "id": "a7e3ee4b-ee81-466c-860d-eba3bb527ef9", "metadata": {}, "source": [ "It's possible to work with each value and make separed calculations:" ] }, { "cell_type": "code", "execution_count": 29, "id": "8964fff8-0a4f-473b-b5cd-521595c6f987", "metadata": {}, "outputs": [], "source": [ "object_age = star_object_2.age" ] }, { "cell_type": "code", "execution_count": 30, "id": "93b701d1-68c9-44c0-9ac0-cd8b66bdccab", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "9.04490543009716\n" ] } ], "source": [ "log_object_age = np.log10(object_age)\n", "print(log_object_age)" ] }, { "cell_type": "code", "execution_count": 31, "id": "fc8dc24f-f44a-47b2-8da7-33ca5e799d0c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "8.931933943575011\n" ] } ], "source": [ "average_age = np.average(ssps_ages)\n", "print(np.log10(average_age))" ] }, { "cell_type": "code", "execution_count": 32, "id": "c9b6a4c1-2a92-4286-b54e-477df823666b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1278050000.0\n", "9.106547844666926\n" ] } ], "source": [ "median_age = np.median(ssps_ages)\n", "print(median_age)\n", "print(np.log10(median_age))" ] }, { "cell_type": "markdown", "id": "15d67755-f6c2-48e7-8398-dd2f8b9a8832", "metadata": {}, "source": [ "### Saving data" ] }, { "cell_type": "markdown", "id": "96e932b0-9612-4bf8-9fc6-fbdab2c637b8", "metadata": {}, "source": [ "Using `cvs` library you can save the information in the objects. Here is how to do it for header information:" ] }, { "cell_type": "code", "execution_count": 28, "id": "7ce67275-46c0-413f-bd2e-0500fbc3f9a9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "File saved as: output_file_name.txt\n" ] } ], "source": [ "output_file = 'output_file_name.txt'\n", "\n", "df_fixed = df_header_info.reset_index()\n", "df_fixed.columns = ['Parameter', 'Value'] \n", "\n", "with open(output_file, 'w', newline='') as f:\n", " writer = csv.writer(f, delimiter='\\t') \n", " writer.writerow(df_fixed.columns) \n", " writer.writerows(df_fixed.values) \n", " \n", "print(f\"File saved as: {output_file}\")" ] }, { "cell_type": "code", "execution_count": 29, "id": "ea4fcc2e-4266-4110-982b-64f640c642cb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "File saved as: ssps_vector.txt\n" ] } ], "source": [ "output_file = 'ssps_vector.txt'\n", "\n", "df_fixed = ssps_vector.reset_index()\n", "\n", "with open(output_file, 'w', newline='') as f:\n", " writer = csv.writer(f, delimiter='\\t') \n", " writer.writerow(df_fixed.columns) \n", " writer.writerows(df_fixed.values) \n", " \n", "print(f\"File saved as: {output_file}\")" ] }, { "cell_type": "markdown", "id": "cfdcb82f-c85a-4af0-a35e-387094ef209b", "metadata": {}, "source": [ "### Plotting spectra" ] }, { "cell_type": "markdown", "id": "51c4fdc6-5995-42a4-9f07-d8aa1074706d", "metadata": {}, "source": [ "The `plot` method returns a `SpectralPlotter` object to generate plots from spectral data provided by a SpectralSummary object.\n", "Spectra plotting can be done in several ways:\n", "\n", "- All spectra\n", "- Plot a single spectrum\n", "- All spectra with an offset spacing\n", "- Subplot indivual spectrum\n", "\n", "**Note:** By default the `plot` method use the `.all_spectra()`" ] }, { "cell_type": "markdown", "id": "cec2e588-783d-40ed-a8bd-3e072d5ae6ac", "metadata": {}, "source": [ "#### Plotting all spectra" ] }, { "cell_type": "code", "execution_count": 33, "id": "88702874-91ad-47d8-9825-4b9523cda2a8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "star_object_2.plot()" ] }, { "cell_type": "markdown", "id": "a2a07dec-7d1a-4dcf-afef-467b5502b660", "metadata": {}, "source": [ "#### Single spectrum plot" ] }, { "cell_type": "code", "execution_count": 34, "id": "f2ca3aa5-4fd9-463a-8842-b70163d7a1db", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "star_object_2.plot.single('observed_spectrum')" ] }, { "cell_type": "markdown", "id": "a59c885e-f722-4887-956b-4390840aef35", "metadata": {}, "source": [ "#### Splited spectra" ] }, { "cell_type": "code", "execution_count": 35, "id": "db09c9ab-87f5-498a-8d1f-c72e33079876", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "star_object_2.plot.split(1.5)" ] }, { "cell_type": "markdown", "id": "e7b1f274-3f46-4e45-93dd-50b10da51203", "metadata": {}, "source": [ "#### Subplotting all spectra" ] }, { "cell_type": "code", "execution_count": 36, "id": "f1d08715-02a1-483c-8cfb-217870599b6b", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "array([,\n", " ,\n", " ], dtype=object)" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "star_object_2.plot.subplots()" ] }, { "cell_type": "markdown", "id": "7080b6dd-52c4-42b2-ab3c-01f0749050ac", "metadata": {}, "source": [ "#### Comparing plots" ] }, { "cell_type": "markdown", "id": "a9845ccf-2a76-4a0d-b733-4f5d7f70dc3c", "metadata": {}, "source": [ "In astronomical analysis is important to compare the spectrum and is very simple to make it using the tools from `Spectuils` and `Matplotlib`libraries. \n", "First you could save the spectrum in new variables:" ] }, { "cell_type": "code", "execution_count": 37, "id": "cb643bb7-fa86-42ae-86ce-8b9522d22e5e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10, 5)) \n", "star_object_1.plot.single('Observed_spectrum', label=\"FISA object\", color='red')\n", "star_object_2.plot.single('observed_spectrum', label=\"STARLIGHT object\", color='blue')\n", "\n", "plt.title(\"Comparison of two different objects\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "053851a0-9a06-4599-be9e-59a398d586b5", "metadata": {}, "source": [ "#### Setting your preference in plots" ] }, { "cell_type": "markdown", "id": "406f9075-366f-41b8-aa0c-7f98f194a0ae", "metadata": {}, "source": [ "You can set your personal configuration plot. Plots are based on the `Matplotlib` library; hence, its characteristics may be used." ] }, { "cell_type": "code", "execution_count": 38, "id": "711a936d-5cbf-4261-b607-4a5f042f1a54", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "star_object_2.plot.single(\n", " 'observed_spectrum', \n", " color = 'green', \n", " linestyle = '-', \n", " linewidth = 1.2, \n", " marker = '*', \n", " markersize = 0.7, \n", " markeredgecolor = 'red', \n", " alpha = 0.5\n", ")" ] }, { "cell_type": "markdown", "id": "f8a93d42-e6a8-4f48-b1e6-f053cacd4e2c", "metadata": {}, "source": [ "***NOTE:*** All the files used in this tutorial are vailable for you in `test` directory. " ] }, { "cell_type": "code", "execution_count": null, "id": "08104ed4-7d16-4a79-9e77-aa8928235bcb", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.13.2" } }, "nbformat": 4, "nbformat_minor": 5 }