From d7aa2477157d45a390e31de1455be5fccff7fff9 Mon Sep 17 00:00:00 2001 From: llrs Date: Mon, 25 Sep 2023 22:48:26 +0000 Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20llrs/res?= =?UTF-8?q?ios@3be3c28714c2e06266a8b328de69174a4b79c1d1=20=F0=9F=9A=80?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- 404.html | 8 +- LICENSE-text.html | 8 +- LICENSE.html | 8 +- articles/articles/resios.html | 8 + articles/index.html | 74 ++++++ articles/resios.html | 223 ++++++++++++++++++ articles/resios_files/figure-html/pvpc-1.png | Bin 0 -> 87751 bytes .../figure-html/unnamed-chunk-2-1.png | Bin 0 -> 65509 bytes authors.html | 12 +- index.html | 109 ++++++++- news/index.html | 72 ++++++ pkgdown.yml | 5 +- reference/esios_archives.html | 93 ++++++++ reference/esios_indicators.html | 163 +++++++++++++ reference/esios_pvpc.html | 155 ++++++++++++ reference/esios_search_indicators.html | 122 ++++++++++ reference/figures/README-ree-1.png | Bin 0 -> 40177 bytes reference/get_ree_ccaa.html | 102 ++++++++ reference/get_token.html | 97 ++++++++ reference/index.html | 44 +++- reference/ree_call.html | 162 +++++++++++++ reference/resios-package.html | 87 +++++++ search.json | 2 +- sitemap.xml | 32 ++- 24 files changed, 1562 insertions(+), 24 deletions(-) create mode 100644 articles/articles/resios.html create mode 100644 articles/index.html create mode 100644 articles/resios.html create mode 100644 articles/resios_files/figure-html/pvpc-1.png create mode 100644 articles/resios_files/figure-html/unnamed-chunk-2-1.png create mode 100644 news/index.html create mode 100644 reference/esios_archives.html create mode 100644 reference/esios_indicators.html create mode 100644 reference/esios_pvpc.html create mode 100644 reference/esios_search_indicators.html create mode 100644 reference/figures/README-ree-1.png create mode 100644 reference/get_ree_ccaa.html create mode 100644 reference/get_token.html create mode 100644 reference/ree_call.html create mode 100644 reference/resios-package.html diff --git a/404.html b/404.html index 80e2194..956bc25 100644 --- a/404.html +++ b/404.html @@ -24,7 +24,7 @@ resios - 0.1.0 + 0.1.0.9000 + + + + + +
+
+
+ +
+

All vignettes

+

+ +
resios
+
+
+
+ + +
+ + + + + + + diff --git a/articles/resios.html b/articles/resios.html new file mode 100644 index 0000000..f1d2782 --- /dev/null +++ b/articles/resios.html @@ -0,0 +1,223 @@ + + + + + + + + +resios • resios + + + + + + + + + + Skip to contents + + +
+ + + + +
+
+ + + + +
+

RESIOS +

+

To retrieve data you need to ask for it +via email. You can find the official help page for the API +with many examples.

+

Once you get the token I recommend to save it in your .Renviron file +(if you only will use R to retrieve data)

+
+get_token()
+ea <- esios_archives()
+head(ea)
+#>                               name  id horizon archive_type
+#> 1            REE_BalancingEnerBids 181      QM          csv
+#> 2    Resultado_Subasta_Mensual_POR 159       M          xls
+#> 3      Resultado_Subasta_Anual_POR 160       A          xls
+#> 4 Resultado_Subasta_Trimestral_POR 161       T          xls
+#> 5      Espec_Subasta_Trimestral_EP 149       T          pdf
+#> 6      Espec_Subasta_Trimestral_PE 150       T          pdf
+#>                      download.name
+#> 1            REE_BalancingEnerBids
+#> 2    Resultado_Subasta_Mensual_POR
+#> 3      Resultado_Subasta_Anual_POR
+#> 4 Resultado_Subasta_Trimestral_POR
+#> 5      Espec_Subasta_Trimestral_EP
+#> 6      Espec_Subasta_Trimestral_PE
+#>                                                                          download.url
+#> 1 https://esios /archives/181/download?date=2023-09-25T23%3A59%3A59T%2B0200&locale=es
+#> 2 https://esios /archives/159/download?date=2023-09-25T23%3A59%3A59T%2B0200&locale=es
+#> 3 https://esios /archives/160/download?date=2023-09-25T23%3A59%3A59T%2B0200&locale=es
+#> 4 https://esios /archives/161/download?date=2023-09-25T23%3A59%3A59T%2B0200&locale=es
+#> 5 https://esios /archives/149/download?date=2023-09-25T23%3A59%3A59T%2B0200&locale=es
+#> 6 https://esios /archives/150/download?date=2023-09-25T23%3A59%3A59T%2B0200&locale=es
+#>                  date date_time1 date_time2 publication_date
+#> 1 2023-09-25 23:59:59       <NA>       <NA>       2023-09-25
+#> 2 2023-09-25 23:59:59       <NA>       <NA>       2023-08-24
+#> 3 2023-09-25 23:59:59       <NA>       <NA>       2022-12-15
+#> 4 2023-09-25 23:59:59       <NA>       <NA>       2023-06-08
+#> 5 2023-09-25 23:59:59       <NA>       <NA>       2023-06-06
+#> 6 2023-09-25 23:59:59       <NA>       <NA>       2023-06-06
+#>                                                                   taxonomy_terms
+#> 1 156, 165, 178, Mercados y precios, Descargas, Regulación Terciaria, 20, 21, 22
+#> 2  156, 165, 182, Mercados y precios, Descargas, Subastas explícitas, 20, 21, 22
+#> 3  156, 165, 182, Mercados y precios, Descargas, Subastas explícitas, 20, 21, 22
+#> 4  156, 165, 182, Mercados y precios, Descargas, Subastas explícitas, 20, 21, 22
+#> 5  156, 165, 182, Mercados y precios, Descargas, Subastas explícitas, 20, 21, 22
+#> 6  156, 165, 182, Mercados y precios, Descargas, Subastas explícitas, 20, 21, 22
+

Besides the archives you can get daily data from the more than 1900 +indicators available:

+
+ei_df <- esios_search_indicators()
+#> Waiting 5s to retry ■■■■■■                          
+#> Waiting 5s to retry ■■■■■■■■■■■■                    
+#> Waiting 5s to retry ■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■  
+#> Waiting 5s to retry ■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■ 
+dim(ei_df)
+#> [1] 1908    5
+head(ei_df)
+#>                                                                  name
+#> 1                            Generación programada PBF Hidráulica UGH
+#> 2                         Generación programada PBF Hidráulica no UGH
+#> 3                        Generación programada PBF Turbinación bombeo
+#> 4                                   Generación programada PBF Nuclear
+#> 5      Generación programada PBF Hulla antracita Anexo II RD 134/2010
+#> 6 Generación programada PBF Hulla sub-bituminosa Anexo II RD 134/2010
+#>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                description
+#> 1                            <p>Es el programa de energía diario, con desglose horario, de las diferentes Unidades de Programación correspondientes a ventas y adquisiciones de energía en el sistema eléctrico peninsular español. En concreto este indicador se refiere a las unidades de programación con tipo de producción hidráulica UGH.</p><p>Este programa es establecido por el OS a partir de la casación del OM y de las nominaciones de programas de todas y cada una de las Unidades de Programación que le han sido comunicadas por los sujetos titulares de dichas Unidades de Programación, incluyendo las correspondientes a la ejecución de contratos bilaterales con entrega física de los cuales se ha confirmado la ejecución.</p><p><b>Publicación:</b> diariamente a partir de las 13:45 horas con la información del día D+1.</p>
+#> 2                         <p>Es el programa de energía diario, con desglose horario, de las diferentes Unidades de Programación correspondientes a ventas y adquisiciones de energía en el sistema eléctrico peninsular español. En concreto este indicador se refiere a las unidades de programación con tipo de producción hidráulica no UGH.</p><p>Este programa es establecido por el OS a partir de la casación del OM y de las nominaciones de programas de todas y cada una de las Unidades de Programación que le han sido comunicadas por los sujetos titulares de dichas Unidades de Programación, incluyendo las correspondientes a la ejecución de contratos bilaterales con entrega física de los cuales se ha confirmado la ejecución.</p><p><b>Publicación:</b> diariamente a partir de las 13:45 horas con la información del día D+1.</p>
+#> 3                        <p>Es el programa de energía diario, con desglose horario, de las diferentes Unidades de Programación correspondientes a ventas y adquisiciones de energía en el sistema eléctrico peninsular español. En concreto este indicador se refiere a las unidades de programación con tipo de producción turbinación bombeo.</p><p>Este programa es establecido por el OS a partir de la casación del OM y de las nominaciones de programas de todas y cada una de las Unidades de Programación que le han sido comunicadas por los sujetos titulares de dichas Unidades de Programación, incluyendo las correspondientes a la ejecución de contratos bilaterales con entrega física de los cuales se ha confirmado la ejecución.</p><p><b>Publicación:</b> diariamente a partir de las 13:45 horas con la información del día D+1.</p>
+#> 4                                   <p>Es el programa de energía diario, con desglose horario, de las diferentes Unidades de Programación correspondientes a ventas y adquisiciones de energía en el sistema eléctrico peninsular español. En concreto este indicador se refiere a las unidades de programación con tipo de producción nuclear.</p><p>Este programa es establecido por el OS a partir de la casación del OM y de las nominaciones de programas de todas y cada una de las Unidades de Programación que le han sido comunicadas por los sujetos titulares de dichas Unidades de Programación, incluyendo las correspondientes a la ejecución de contratos bilaterales con entrega física de los cuales se ha confirmado la ejecución.</p><p><b>Publicación:</b> diariamente a partir de las 13:45 horas con la información del día D+1.</p>
+#> 5      <p>Es el programa de energía diario, con desglose horario, de las diferentes Unidades de Programación correspondientes a ventas y adquisiciones de energía en el sistema eléctrico peninsular español. En concreto este indicador se refiere a las unidades de programación con tipo de producción Hulla antracita Anexo II RD 134/2010.</p><p>Este programa es establecido por el OS a partir de la casación del OM y de las nominaciones de programas de todas y cada una de las Unidades de Programación que le han sido comunicadas por los sujetos titulares de dichas Unidades de Programación, incluyendo las correspondientes a la ejecución de contratos bilaterales con entrega física de los cuales se ha confirmado la ejecución.</p><p><b>Publicación:</b> diariamente a partir de las 13:45 horas con la información del día D+1.</p>
+#> 6 <p>Es el programa de energía diario, con desglose horario, de las diferentes Unidades de Programación correspondientes a ventas y adquisiciones de energía en el sistema eléctrico peninsular español. En concreto este indicador se refiere a las unidades de programación con tipo de producción Hulla sub-bituminosa Anexo II RD 134/2010.</p><p>Este programa es establecido por el OS a partir de la casación del OM y de las nominaciones de programas de todas y cada una de las Unidades de Programación que le han sido comunicadas por los sujetos titulares de dichas Unidades de Programación, incluyendo las correspondientes a la ejecución de contratos bilaterales con entrega física de los cuales se ha confirmado la ejecución.</p><p><b>Publicación:</b> diariamente a partir de las 13:45 horas con la información del día D+1.</p>
+#>                         short_name id renew
+#> 1                   Hidráulica UGH  1 13:45
+#> 2                Hidráulica no UGH  2 13:45
+#> 3               Turbinación bombeo  3 13:45
+#> 4                          Nuclear  4 13:45
+#> 5      Hulla antracita RD 134/2010  5 13:45
+#> 6 Hulla sub-bituminosa RD 134/2010  6 13:45
+

Some of them are really interesting, like the price per MWh

+
+ei <- esios_pvpc()
+#> Waiting 6s to retry ■■■■■■■■■■■■■                   
+#> Waiting 6s to retry ■■■■■■■■■■■■■■■■■■■■■■■■■■■■    
+#> Waiting 6s to retry ■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■ 
+library("ggplot2")
+ggplot(ei) +
+  geom_path(aes(tz_time, value, col = geo_name, linetype = geo_name)) +
+  theme_minimal() +
+  labs(y = "€/MWh", x = "Hour", title = "Price per time", 
+       col = "Region", linetype = "Region") +
+  scale_y_continuous(sec.axis = sec_axis(trans = function(x){x/1000}, name = "€/KWh", 
+                                         labels = scales::label_number(accuracy = 0.01, suffix = "€"))) +
+  scale_x_datetime(date_breaks = "4 hours", date_labels = "%H") +
+  theme(legend.position = "bottom", legend.direction = "horizontal")
+

+
+
+

REE +

+

You can also query the Red Electrica Española which have also very +interesting data.

+
+rc0 <- ree_call(widget = "demanda-tiempo-real", category = "demanda")
+#> Last updated: 2023-09-25 00:00:00
+plot(rc0$`Demanda real`$datetime, rc0$`Demanda real`$value, type = "l", pch = 2,
+     main = "Electricity demand in peninsular Spain", 
+     xlab = "Time", ylab = "Value (?)")
+lines(rc0$`Demanda programada`$datetime, rc0$`Demanda programada`$value, 
+      type = "l", col = "blue", lty = 2)
+lines(rc0$`Demanda prevista`$datetime, rc0$`Demanda prevista`$value, 
+      type = "l", col = "red", lty = 3)
+abline(h = Sys.time(), col = "black")
+legend("topleft", legend = c("real", "foreseen", "programmed"), 
+       fill = c("black", "red", "blue"))
+

+
+
+
+ + + + +
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