From 18ed6cb1c893f35b0a4ec05d237548564b6fbaa3 Mon Sep 17 00:00:00 2001 From: klau506 Date: Fri, 7 Mar 2025 12:14:58 +0100 Subject: [PATCH 1/6] try fix figures. png extention --- vignettes/TutorialsExample.Rmd | 127 +++++++++++++++++---------------- vignettes/figs/ex_shocks22.png | Bin 0 -> 254319 bytes 2 files changed, 66 insertions(+), 61 deletions(-) create mode 100644 vignettes/figs/ex_shocks22.png diff --git a/vignettes/TutorialsExample.Rmd b/vignettes/TutorialsExample.Rmd index e57bf22..4d00372 100644 --- a/vignettes/TutorialsExample.Rmd +++ b/vignettes/TutorialsExample.Rmd @@ -1,19 +1,19 @@ --- -title: "Step-by-step example" + title: "Step-by-step example" output: rmarkdown::html_vignette vignette: > %\VignetteIndexEntry{TutorialsExample} - %\VignetteEngine{knitr::rmarkdown} - %\VignetteEncoding{UTF-8} +%\VignetteEngine{knitr::rmarkdown} +%\VignetteEncoding{UTF-8} --- - -# Step by step example - -## Introduction - -In this example, we analyze the distributional impacts of energy price shocks in Spain, focusing on two scenarios: - -- **Scenario 1**: A price shock affecting fuel prices for private transportation, similar to what occurred during the 2022 energy crisis. + + # Step by step example + + ## Introduction + + In this example, we analyze the distributional impacts of energy price shocks in Spain, focusing on two scenarios: + + - **Scenario 1**: A price shock affecting fuel prices for private transportation, similar to what occurred during the 2022 energy crisis. - **Scenario 2**: A policy intervention where the government implements a measure to reduce domestic energy prices to mitigate the crisis. We will use the `medusa` package to evaluate the socioeconomic impacts of these scenarios. @@ -23,8 +23,8 @@ We will use the `medusa` package to evaluate the socioeconomic impacts of these ### Define the Scenarios 1. Download the example file into your working directory by running: - -```r + + ```r ex_shocks() ``` @@ -32,86 +32,90 @@ ex_shocks() ex_shocks -3. Each column labeled `Scenario__` represents a different scenario. We will keep Scenario 1 and Scenario 2 (but you can also rename them to be more intuitive). +adsf + +ex_shocks + + 3. Each column labeled `Scenario__` represents a different scenario. We will keep Scenario 1 and Scenario 2 (but you can also rename them to be more intuitive). 4. Enter the price shocks for each **COICOP** category and each Scenario. In this case, we introduce: - - `1.5` in **"Use of personal vehicles"** for both scenarios to indicate that fuel prices increase by 50%. - - `0.5` in **"Electricity, gas and other fuels"** in **Scenario 2** to indicate that, due to the government policy, domestic energy prices decrease by 50%. - - Mantain `1` in all other categories to indicate that prices in these categories remain unaffected. + - `1.5` in **"Use of personal vehicles"** for both scenarios to indicate that fuel prices increase by 50%. +- `0.5` in **"Electricity, gas and other fuels"** in **Scenario 2** to indicate that, due to the government policy, domestic energy prices decrease by 50%. +- Mantain `1` in all other categories to indicate that prices in these categories remain unaffected. ex_shocks2 - -5. Save the edited CSV file. + + 5. Save the edited CSV file. 6. Upload the edited file into R: - -```r + + ```r exampledf <- read.csv("Example_shocks.csv", header = TRUE, sep = ",", dec = ".") ``` ### Run Distributional Impact Calculation 7. Identify the variables available for distributional impact analysis: - -```r + + ```r available_var_impact() ``` This function will return the set of available variables in the console. For this example, we will select **"DECILE"**, which refers to household income deciles. For more information on available variables, visit [here](https://bc3lc.github.io/medusa/articles/AvailableVariables.html). -available_var - -8. Compute the distributional impacts by income decile for 2019 data: - -```r +available_var + + 8. Compute the distributional impacts by income decile for 2019 data: + + ```r calc_di(2019, # Base year: 2019 shocks = exampledf, # File containing the shocks var_impact = "DECILE") # Select income deciles as the socioeconomic variable ``` -di_decile - -By default, this function saves the produced results and the corresponding figure in your working directory for each specified variable, in this case, for **DECILE**. - -di_decile2 - -### Results Interpretation +di_decile + + By default, this function saves the produced results and the corresponding figure in your working directory for each specified variable, in this case, for **DECILE**. -The figure generated by `calc_di` illustrates the relative impact (%) on total equivalent consumption expenditure (which we use as a proxy of income) across income deciles. A **negative change** indicates that households are negatively affected, meaning their income decreases by that percentage relative to their previous income. Conversely, a **positive change** implies a cost reduction, allowing households to save and increase their income by the given percentage. +di_decile2 + + ### Results Interpretation + + The figure generated by `calc_di` illustrates the relative impact (%) on total equivalent consumption expenditure (which we use as a proxy of income) across income deciles. A **negative change** indicates that households are negatively affected, meaning their income decreases by that percentage relative to their previous income. Conversely, a **positive change** implies a cost reduction, allowing households to save and increase their income by the given percentage. - In **Scenario 1** (left panel), all deciles experience a significant welfare loss, but the impact is higher on **middle- and high-income households**. This suggests that these households, which rely more on private transportation, are more exposed to fuel price increases. - In **Scenario 2** (right panel), the policy intervention is **progressive**, as it **benefits lower-income households the most** while having a smaller impact on higher-income households. This suggests that reducing domestic energy prices mitigates the effects of rising fuel prices, especially for vulnerable groups. DI_DECILE_R - ---- - -## Step 2: Calculate Intersectional Distributional Impacts (Income & Gender) - -### Define Intersectional Variables - -9. Download the intersectional variables file into your working directory by running: - -```r + + --- + + ## Step 2: Calculate Intersectional Distributional Impacts (Income & Gender) + + ### Define Intersectional Variables + + 9. Download the intersectional variables file into your working directory by running: + + ```r ex_var_intersec() ``` available_var_intersec - -10. Locate and open the CSV file **"Var_intersec.csv"** in your working directory. Delete the rows for the variables you do not want to analyze. In this case, we will keep the combination **QUINTILE-GENDERRP**, which represents the household income quintile and the gender of the reference person in the household. For more information on available variables, visit [here](https://bc3lc.github.io/medusa/articles/AvailableVariables.html). + + 10. Locate and open the CSV file **"Var_intersec.csv"** in your working directory. Delete the rows for the variables you do not want to analyze. In this case, we will keep the combination **QUINTILE-GENDERRP**, which represents the household income quintile and the gender of the reference person in the household. For more information on available variables, visit [here](https://bc3lc.github.io/medusa/articles/AvailableVariables.html). available_var_intersec2 - -11. Save the edited CSV file and upload it into R: - -```r + + 11. Save the edited CSV file and upload it into R: + + ```r example_vars <- read.csv("Var_intersec.csv", header = TRUE, sep = ",", dec = ".") ``` ### Compute Intersectional Distributional Impacts 12. We will run `calc_di` similarly to step 8, but in this case, we will **disable calculations for individual variables** and introduce intersectional variables: - -```r + + ```r calc_di(2019, # Base year: 2019 shocks = exampledf, # File containing the shocks var_impact = NULL, # Skip single-variable analysis @@ -119,16 +123,17 @@ calc_di(2019, # Base year: 2019 ``` dii_quintile_gender - -By default, this function saves the produced results and the corresponding figure in your working directory for each specified intersectional variables, in this case, for **QUINTILE-GENDERRP**. + + By default, this function saves the produced results and the corresponding figure in your working directory for each specified intersectional variables, in this case, for **QUINTILE-GENDERRP**. dii_quintile_gender2 - -### Results Interpretation - -The figure generated by `calc_di` shows the relative impact (%) on total equivalent consumption expenditure across income quintiles, disaggregated by the gender of the reference person in the household. A **negative change** indicates a welfare loss, while a **positive change** implies a cost reduction, improving household welfare. + + ### Results Interpretation + + The figure generated by `calc_di` shows the relative impact (%) on total equivalent consumption expenditure across income quintiles, disaggregated by the gender of the reference person in the household. A **negative change** indicates a welfare loss, while a **positive change** implies a cost reduction, improving household welfare. - In **Scenario 1** (left panel), all income quintiles experience a welfare loss, with middle- and high-income households being more affected. The impact is similar across genders, though minor differences exist. - In **Scenario 2** (right panel), the policy intervention is **progressive**, as it **benefits lower-income households the most**, while the negative impact remains for higher-income groups. Women-headed households in the lowest quintiles appear to benefit slightly more from the intervention than men-headed households, reinforcing the redistributive nature of the policy. -DI_QUINTILE_GENDERRP \ No newline at end of file +DI_QUINTILE_GENDERRP + diff --git a/vignettes/figs/ex_shocks22.png b/vignettes/figs/ex_shocks22.png new file mode 100644 index 0000000000000000000000000000000000000000..feaaf854553e47139e9f12110a59bada639635cb GIT binary patch literal 254319 zcmaHT2UHW?+OCL#B8Uh`FN#uCqy|D4r1v67mEL>kRq0(I^iD`9Y5-{xnsf-#LX)mQ zARz+MODH$r`Of*y|KGdTU2BqANoLR9vuED&Jo|YQr>&_(LB>dS?bR-1C?-0~*j^KB31H{RE-J$Ulh zi%3QH@tc)*5Sg<(|N_UT@jOxaX zwV=}!6)V9(mF4f1SMG_+;W-Sm3N{Kh!BnX^S42-AB=lO<8vSdRR8sZv?L5ZT z-fz`nI;8&vdH26J$lZXE#6)s%R#qL6Eq%1*-&^0^z5LqR+JVtgdt&522Pd+uiFbE( zeJCs(Ap!sUNcw07i2-l(7GDY#6%`j*hX0%)yEa17UR(R#_F_x_|8+142}%5h>}#l6z!n7&=bB*LeONo_44PwnKQMAw#q@zko<;2Y>9&Y~V zxEZ^tkR;NMWkF)Rd;WusRFgA$=ZpNPRJ}VNM}uo@f$g*Q@7O4xcV~^L{mIkNGw2rh 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vignettes/TutorialsExample.Rmd | 127 ++++++++++++++++----------------- vignettes/figs/ex_shocks22.png | Bin 254319 -> 0 bytes 2 files changed, 61 insertions(+), 66 deletions(-) delete mode 100644 vignettes/figs/ex_shocks22.png diff --git a/vignettes/TutorialsExample.Rmd b/vignettes/TutorialsExample.Rmd index 4d00372..e57bf22 100644 --- a/vignettes/TutorialsExample.Rmd +++ b/vignettes/TutorialsExample.Rmd @@ -1,19 +1,19 @@ --- - title: "Step-by-step example" +title: "Step-by-step example" output: rmarkdown::html_vignette vignette: > %\VignetteIndexEntry{TutorialsExample} -%\VignetteEngine{knitr::rmarkdown} -%\VignetteEncoding{UTF-8} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} --- - - # Step by step example - - ## Introduction - - In this example, we analyze the distributional impacts of energy price shocks in Spain, focusing on two scenarios: - - - **Scenario 1**: A price shock affecting fuel prices for private transportation, similar to what occurred during the 2022 energy crisis. + +# Step by step example + +## Introduction + +In this example, we analyze the distributional impacts of energy price shocks in Spain, focusing on two scenarios: + +- **Scenario 1**: A price shock affecting fuel prices for private transportation, similar to what occurred during the 2022 energy crisis. - **Scenario 2**: A policy intervention where the government implements a measure to reduce domestic energy prices to mitigate the crisis. We will use the `medusa` package to evaluate the socioeconomic impacts of these scenarios. @@ -23,8 +23,8 @@ We will use the `medusa` package to evaluate the socioeconomic impacts of these ### Define the Scenarios 1. Download the example file into your working directory by running: - - ```r + +```r ex_shocks() ``` @@ -32,90 +32,86 @@ ex_shocks() ex_shocks -adsf - -ex_shocks - - 3. Each column labeled `Scenario__` represents a different scenario. We will keep Scenario 1 and Scenario 2 (but you can also rename them to be more intuitive). +3. Each column labeled `Scenario__` represents a different scenario. We will keep Scenario 1 and Scenario 2 (but you can also rename them to be more intuitive). 4. Enter the price shocks for each **COICOP** category and each Scenario. In this case, we introduce: - - `1.5` in **"Use of personal vehicles"** for both scenarios to indicate that fuel prices increase by 50%. -- `0.5` in **"Electricity, gas and other fuels"** in **Scenario 2** to indicate that, due to the government policy, domestic energy prices decrease by 50%. -- Mantain `1` in all other categories to indicate that prices in these categories remain unaffected. + - `1.5` in **"Use of personal vehicles"** for both scenarios to indicate that fuel prices increase by 50%. + - `0.5` in **"Electricity, gas and other fuels"** in **Scenario 2** to indicate that, due to the government policy, domestic energy prices decrease by 50%. + - Mantain `1` in all other categories to indicate that prices in these categories remain unaffected. ex_shocks2 - - 5. Save the edited CSV file. + +5. Save the edited CSV file. 6. Upload the edited file into R: - - ```r + +```r exampledf <- read.csv("Example_shocks.csv", header = TRUE, sep = ",", dec = ".") ``` ### Run Distributional Impact Calculation 7. Identify the variables available for distributional impact analysis: - - ```r + +```r available_var_impact() ``` This function will return the set of available variables in the console. For this example, we will select **"DECILE"**, which refers to household income deciles. For more information on available variables, visit [here](https://bc3lc.github.io/medusa/articles/AvailableVariables.html). -available_var - - 8. Compute the distributional impacts by income decile for 2019 data: - - ```r +available_var + +8. Compute the distributional impacts by income decile for 2019 data: + +```r calc_di(2019, # Base year: 2019 shocks = exampledf, # File containing the shocks var_impact = "DECILE") # Select income deciles as the socioeconomic variable ``` -di_decile - - By default, this function saves the produced results and the corresponding figure in your working directory for each specified variable, in this case, for **DECILE**. +di_decile + +By default, this function saves the produced results and the corresponding figure in your working directory for each specified variable, in this case, for **DECILE**. + +di_decile2 + +### Results Interpretation -di_decile2 - - ### Results Interpretation - - The figure generated by `calc_di` illustrates the relative impact (%) on total equivalent consumption expenditure (which we use as a proxy of income) across income deciles. A **negative change** indicates that households are negatively affected, meaning their income decreases by that percentage relative to their previous income. Conversely, a **positive change** implies a cost reduction, allowing households to save and increase their income by the given percentage. +The figure generated by `calc_di` illustrates the relative impact (%) on total equivalent consumption expenditure (which we use as a proxy of income) across income deciles. A **negative change** indicates that households are negatively affected, meaning their income decreases by that percentage relative to their previous income. Conversely, a **positive change** implies a cost reduction, allowing households to save and increase their income by the given percentage. - In **Scenario 1** (left panel), all deciles experience a significant welfare loss, but the impact is higher on **middle- and high-income households**. This suggests that these households, which rely more on private transportation, are more exposed to fuel price increases. - In **Scenario 2** (right panel), the policy intervention is **progressive**, as it **benefits lower-income households the most** while having a smaller impact on higher-income households. This suggests that reducing domestic energy prices mitigates the effects of rising fuel prices, especially for vulnerable groups. DI_DECILE_R - - --- - - ## Step 2: Calculate Intersectional Distributional Impacts (Income & Gender) - - ### Define Intersectional Variables - - 9. Download the intersectional variables file into your working directory by running: - - ```r + +--- + +## Step 2: Calculate Intersectional Distributional Impacts (Income & Gender) + +### Define Intersectional Variables + +9. Download the intersectional variables file into your working directory by running: + +```r ex_var_intersec() ``` available_var_intersec - - 10. Locate and open the CSV file **"Var_intersec.csv"** in your working directory. Delete the rows for the variables you do not want to analyze. In this case, we will keep the combination **QUINTILE-GENDERRP**, which represents the household income quintile and the gender of the reference person in the household. For more information on available variables, visit [here](https://bc3lc.github.io/medusa/articles/AvailableVariables.html). + +10. Locate and open the CSV file **"Var_intersec.csv"** in your working directory. Delete the rows for the variables you do not want to analyze. In this case, we will keep the combination **QUINTILE-GENDERRP**, which represents the household income quintile and the gender of the reference person in the household. For more information on available variables, visit [here](https://bc3lc.github.io/medusa/articles/AvailableVariables.html). available_var_intersec2 - - 11. Save the edited CSV file and upload it into R: - - ```r + +11. Save the edited CSV file and upload it into R: + +```r example_vars <- read.csv("Var_intersec.csv", header = TRUE, sep = ",", dec = ".") ``` ### Compute Intersectional Distributional Impacts 12. We will run `calc_di` similarly to step 8, but in this case, we will **disable calculations for individual variables** and introduce intersectional variables: - - ```r + +```r calc_di(2019, # Base year: 2019 shocks = exampledf, # File containing the shocks var_impact = NULL, # Skip single-variable analysis @@ -123,17 +119,16 @@ calc_di(2019, # Base year: 2019 ``` dii_quintile_gender - - By default, this function saves the produced results and the corresponding figure in your working directory for each specified intersectional variables, in this case, for **QUINTILE-GENDERRP**. + +By default, this function saves the produced results and the corresponding figure in your working directory for each specified intersectional variables, in this case, for **QUINTILE-GENDERRP**. dii_quintile_gender2 - - ### Results Interpretation - - The figure generated by `calc_di` shows the relative impact (%) on total equivalent consumption expenditure across income quintiles, disaggregated by the gender of the reference person in the household. A **negative change** indicates a welfare loss, while a **positive change** implies a cost reduction, improving household welfare. + +### Results Interpretation + +The figure generated by `calc_di` shows the relative impact (%) on total equivalent consumption expenditure across income quintiles, disaggregated by the gender of the reference person in the household. A **negative change** indicates a welfare loss, while a **positive change** implies a cost reduction, improving household welfare. - In **Scenario 1** (left panel), all income quintiles experience a welfare loss, with middle- and high-income households being more affected. The impact is similar across genders, though minor differences exist. - In **Scenario 2** (right panel), the policy intervention is **progressive**, as it **benefits lower-income households the most**, while the negative impact remains for higher-income groups. Women-headed households in the lowest quintiles appear to benefit slightly more from the intervention than men-headed households, reinforcing the redistributive nature of the policy. -DI_QUINTILE_GENDERRP - +DI_QUINTILE_GENDERRP \ No newline at end of file diff --git a/vignettes/figs/ex_shocks22.png b/vignettes/figs/ex_shocks22.png deleted file mode 100644 index feaaf854553e47139e9f12110a59bada639635cb..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 254319 zcmaHT2UHW?+OCL#B8Uh`FN#uCqy|D4r1v67mEL>kRq0(I^iD`9Y5-{xnsf-#LX)mQ zARz+MODH$r`Of*y|KGdTU2BqANoLR9vuED&Jo|YQr>&_(LB>dS?bR-1C?-0~*j^KB31H{RE-J$Ulh zi%3QH@tc)*5Sg<(|N_UT@jOxaX zwV=}!6)V9(mF4f1SMG_+;W-Sm3N{Kh!BnX^S42-AB=lO<8vSdRR8sZv?L5ZT z-fz`nI;8&vdH26J$lZXE#6)s%R#qL6Eq%1*-&^0^z5LqR+JVtgdt&522Pd+uiFbE( zeJCs(Ap!sUNcw07i2-l(7GDY#6%`j*hX0%)yEa17UR(R#_F_x_|8+142}%5h>}#l6z!n7&=bB*LeONo_44PwnKQMAw#q@zko<;2Y>9&Y~V zxEZ^tkR;NMWkF)Rd;WusRFgA$=ZpNPRJ}VNM}uo@f$g*Q@7O4xcV~^L{mIkNGw2rh 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insertions(+), 2 deletions(-) create mode 100644 vignettes/figs/ex_shocks22.png diff --git a/vignettes/TutorialsExample.Rmd b/vignettes/TutorialsExample.Rmd index e57bf22..1aeb8e9 100644 --- a/vignettes/TutorialsExample.Rmd +++ b/vignettes/TutorialsExample.Rmd @@ -39,7 +39,7 @@ ex_shocks() - `0.5` in **"Electricity, gas and other fuels"** in **Scenario 2** to indicate that, due to the government policy, domestic energy prices decrease by 50%. - Mantain `1` in all other categories to indicate that prices in these categories remain unaffected. -ex_shocks2 +ex_shocks2 5. Save the edited CSV file. @@ -131,4 +131,4 @@ The figure generated by `calc_di` shows the relative impact (%) on total equival - In **Scenario 1** (left panel), all income quintiles experience a welfare loss, with middle- and high-income households being more affected. The impact is similar across genders, though minor differences exist. - In **Scenario 2** (right panel), the policy intervention is **progressive**, as it **benefits lower-income households the most**, while the negative impact remains for higher-income groups. Women-headed households in the lowest quintiles appear to benefit slightly more from the intervention than men-headed households, reinforcing the redistributive nature of the policy. -DI_QUINTILE_GENDERRP \ No newline at end of file +DI_QUINTILE_GENDERRP diff --git a/vignettes/figs/ex_shocks22.png b/vignettes/figs/ex_shocks22.png new file mode 100644 index 0000000000000000000000000000000000000000..feaaf854553e47139e9f12110a59bada639635cb GIT binary patch literal 254319 zcmaHT2UHW?+OCL#B8Uh`FN#uCqy|D4r1v67mEL>kRq0(I^iD`9Y5-{xnsf-#LX)mQ zARz+MODH$r`Of*y|KGdTU2BqANoLR9vuED&Jo|YQr>&_(LB>dS?bR-1C?-0~*j^KB31H{RE-J$Ulh zi%3QH@tc)*5Sg<(|N_UT@jOxaX zwV=}!6)V9(mF4f1SMG_+;W-Sm3N{Kh!BnX^S42-AB=lO<8vSdRR8sZv?L5ZT z-fz`nI;8&vdH26J$lZXE#6)s%R#qL6Eq%1*-&^0^z5LqR+JVtgdt&522Pd+uiFbE( zeJCs(Ap!sUNcw07i2-l(7GDY#6%`j*hX0%)yEa17UR(R#_F_x_|8+142}%5h>}#l6z!n7&=bB*LeONo_44PwnKQMAw#q@zko<;2Y>9&Y~V zxEZ^tkR;NMWkF)Rd;WusRFgA$=ZpNPRJ}VNM}uo@f$g*Q@7O4xcV~^L{mIkNGw2rh 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214 +++++++++++++++++++++++++++ data/all_coicop.rda | Bin 0 -> 1096 bytes data/mapping_gcam_medusa.rda | Bin 0 -> 649 bytes inst/extdata/mapping_gcam_medusa.csv | 36 +++++ inst/extdata/queries_GCAM_MEDUSA.xml | 20 +++ inst/extdata/saveDataFiles.R | 98 ++++++++++++ man/all_coicop.Rd | 19 +++ man/get_prices_gcam.Rd | 52 +++++++ man/mapping_gcam_medusa.Rd | 19 +++ man/order_var.Rd | 6 - man/order_vars.Rd | 19 +++ 15 files changed, 499 insertions(+), 7 deletions(-) create mode 100644 R/get_gcam_prices.R create mode 100644 data/all_coicop.rda create mode 100644 data/mapping_gcam_medusa.rda create mode 100644 inst/extdata/mapping_gcam_medusa.csv create mode 100644 inst/extdata/queries_GCAM_MEDUSA.xml create mode 100644 man/all_coicop.Rd create mode 100644 man/get_prices_gcam.Rd create mode 100644 man/mapping_gcam_medusa.Rd create mode 100644 man/order_vars.Rd diff --git a/.gitignore b/.gitignore index 5930292..4937f48 100644 --- a/.gitignore +++ b/.gitignore @@ -51,6 +51,9 @@ figures/ outputs_di/ outputs_dii/ +# GCAM +output +*.dat # Tests tests/testthat/test_inputs/csv/* diff --git a/DESCRIPTION b/DESCRIPTION index 2f312e3..f48f672 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -32,9 +32,12 @@ Imports: stringr, here, spatstat.geom, - tibble + tibble, + countrycode Remotes: github::JGCRI/rpackageutils, + github::JGCRI/gcamdata, + github::JGCRI/rgcam, github::eurostat/restatapi Suggests: rmarkdown, diff --git a/NAMESPACE b/NAMESPACE index 9386b7e..e80ea01 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -14,6 +14,7 @@ export(check_year) export(elevate_hbs) export(ex_shocks) export(ex_var_intersec) +export(get_prices_gcam) export(id_ep1) export(id_ep2) export(id_tp) @@ -22,9 +23,11 @@ export(impact_intersectional) export(intersectional_graph) export(load_rawhbs) export(order_var) +export(order_vars) export(price_shock) export(rename_values) export(standardize) export(weighted.median) export(weighted.quantile) importFrom(dplyr,"%>%") +importFrom(magrittr,"%>%") diff --git a/R/data.R b/R/data.R index 6ec14c4..07b5612 100644 --- a/R/data.R +++ b/R/data.R @@ -662,3 +662,15 @@ #' @source medusa #' @format .csv "graph_labels" + +#' Mapping between the GCAM items names and the COICOP codes +#' +#' @source medusa +#' @format .csv +"mapping_gcam_medusa" + +#' List of all COICOP codes available in MEDUSA +#' +#' @source medusa +#' @format .csv +"all_coicop" diff --git a/R/get_gcam_prices.R b/R/get_gcam_prices.R new file mode 100644 index 0000000..1689972 --- /dev/null +++ b/R/get_gcam_prices.R @@ -0,0 +1,214 @@ +# library(tidyr) +# library(dplyr) +# library(magrittr) +# library(ggplot2) +# library(rgcam) +# library(gcamdata) +# library(countrycode) +# library(tibble) + +#------------------------ +#' get_prices_gcam +#' +#' Extract and format prices from a GCAM-Europe database or project file for MEDUSA +#' @keywords GCAM, GCAM-Europe, prices +#' @return a dataframe with prices by sector and GCAM-Europe region +#' @param db_path Path to the GCAM database +#' @param query_path Path to the query file +#' @param db_name Name of the GCAM database +#' @param prj_name Name of the rgcam project. This can be an existing project, or, if not, this will be the name +#' @param prj rgcam loaded project +#' @param scenarios Vector names of the GCAM scenarios to be processed +#' @param queries Name of the GCAM query file. The file by default includes the queries required to run rfasst +#' @param final_db_year Final year in the GCAM database (this allows to process databases with user-defined "stop periods") +#' @param saveOutput Writes the files.By default=T +#' @param base_scen The base scenario that other scenarios will be compared against +#' @param selected_year The year of analysis, when the scenarios wil be compared +#' @importFrom magrittr %>% +#' @export +get_prices_gcam <- function(db_path = NULL, query_path = "inst/extdata", db_name = NULL, prj_name, prj = NULL, + scenarios, queries = "queries_GCAM_MEDUSA.xml", final_db_year = 2100, + saveOutput = T, base_scen, selected_year) { + + db_path <- 'C:\\Users\\claudia.rodes\\Documents\\GitHub\\gcam-core-eu\\output' + db_name <- 'database_basexdb_heatpumps2' + query_path = "inst/extdata" + prj_name = 'medusa.dat' + prj = NULL + scenarios = c('Reference_HeatPumps17_2100','Reference_heatpumps') + queries = "queries_GCAM_MEDUSA.xml" + final_db_year = 2030 + saveOutput = T + base_scen = 'Reference_heatpumps' + selected_year = 2015 + + + # Set countries + EU_COUNTRIES <- c("Austria", "Belgium", "Bulgaria", "Croatia", + "Cyprus", "Czech Republic", "Denmark", + "Estonia", "Finland", "France", "Germany", + "Greece", "Hungary", "Ireland", "Italy", + "Latvia", "Lithuania", "Luxembourg", "Malta", + "Netherlands", "Poland", "Portugal", "Romania", + "Slovakia", "Slovenia", "Spain", "Sweden") + + crop_prod_COUNTRY <- "Austria" + + # Set crop coicop codes (for adjustment) + crop_coicop_codes <- c("CP01111", + "CP01112", + "CP01154", + "CP0116", + "CP01163", + "CP0117", + "CP01176", + "CP01181") + + # Set delivered biomass code (not working well) + deliv_bio_coicop <- "CP04549" + + # Load price mapping files + map_price <- medusa::mapping_gcam_medusa %>% + dplyr::filter(query == "prices by sector") %>% + dplyr::select(sector = gcam) %>% + dplyr::distinct() %>% + dplyr::pull() + + map_cost <- medusa::mapping_gcam_medusa %>% + dplyr::filter(query == "costs by subsector") %>% + dplyr::select(sector = gcam) %>% + dplyr::distinct() %>% + dplyr::pull() + + # Load the rgcam project if prj not passed as a parameter: + if (is.null(prj)) { + if (!is.null(db_path) & !is.null(db_name)) { + rlang::inform('Creating project ...') + conn <- rgcam::localDBConn(db_path, + db_name,migabble = FALSE) + + prj <- rgcam::addScenario(conn = conn, + proj = prj_name, + scenario = scenarios, + queryFile = paste0(query_path,"/",queries), + clobber = F, + saveProj = F) + + if (!file.exists('output')) dir.create('output') + rgcam::saveProject(prj, file = file.path('output',prj_name)) + + QUERY_LIST <- c(rgcam::listQueries(prj, c(scenarios))) + } else { + rlang::inform('Loading project ...') + prj <- rgcam::loadProject(prj_name) + + QUERY_LIST <- c(rgcam::listQueries(prj, c(scenarios))) + } + } else { + QUERY_LIST <- c(rgcam::listQueries(prj, c(scenarios))) + } + + + rlang::inform('Extracting prices ...') + + + prices <- rgcam::getQuery(prj, "prices by sector") %>% + dplyr::filter(region %in% EU_COUNTRIES, + sector %in% map_price) + + costs <- rgcam::getQuery(prj, "costs by subsector") %>% + dplyr::filter(region %in% EU_COUNTRIES, + subsector %in% map_cost) %>% + dplyr::select(-sector) %>% + dplyr::rename(sector = subsector) + + + data <- dplyr::bind_rows( + prices, + costs + ) + + # ----- + # Aggregate to COICOP categories + coicop_map <- medusa::mapping_gcam_medusa %>% + dplyr::select(-query) %>% + dplyr::rename(sector = gcam) + + data_coicop <- data %>% + dplyr::filter(year == selected_year) %>% + dplyr::left_join(coicop_map, by = "sector", relationship = "many-to-many") %>% + dplyr::group_by(scenario, region, coicop, year) %>% + dplyr::summarise(value = mean(value)) %>% + dplyr::ungroup() + + # ----- + # Compute price changes in relation to base_scen + data_coicop_diff <- data_coicop %>% + dplyr::filter(scenario != base_scen) %>% + gcamdata::left_join_error_no_match( + data_coicop %>% + dplyr::filter(scenario == base_scen) %>% + dplyr::rename(value_base = value) %>% + dplyr::select(-scenario), + by = c("region", "coicop", "year") + ) %>% + # filter out negative prices from delivered biomass + dplyr::filter(coicop != deliv_bio_coicop) %>% + dplyr::mutate(price_diff = value / value_base) + + + # With the new structure, we need to adjust price changes in crops: The price change in Austria + # should be extended to all EU countries + data_coicop_adjCrop <- data_coicop_diff %>% + dplyr::filter(region == 'Austria') %>% + dplyr::filter(coicop %in% crop_coicop_codes) %>% + dplyr::select(-region) %>% + tibble::as_tibble() %>% + gcamdata::repeat_add_columns(tibble::tibble(region = EU_COUNTRIES)) + + + # Create the final dataset: + data_coicop_fin <- data_coicop_diff %>% + dplyr::filter(!coicop %in% crop_coicop_codes) %>% + dplyr::bind_rows( + data_coicop_adjCrop + ) %>% + dplyr::mutate( + eurostat_code = countrycode::countrycode(region, origin = "country.name", destination = "eurostat") + ) %>% + dplyr::mutate(ctry_sce = paste0(eurostat_code, "_", scenario)) %>% + dplyr::select(ctry_sce, coicop, price_diff) %>% + dplyr::mutate(price_diff = dplyr::if_else(is.nan(price_diff), 1, price_diff)) %>% + dplyr::distinct() %>% + tidyr::pivot_wider( + names_from = ctry_sce, + values_from = price_diff + ) + + write.csv(data_coicop_fin, file = file.path('output',paste0('data_coicop_fin_',stringr::str_remove(prj_name,'.dat'),'.csv'))) + + # ------- + # Add all the remaining coicop categories (with no change, value = 1) + data_coicop_fin_full <- data_coicop_diff %>% + dplyr::filter(!coicop %in% crop_coicop_codes) %>% + dplyr::bind_rows( + data_coicop_adjCrop + ) %>% + dplyr::mutate( + eurostat_code = countrycode::countrycode(region, origin = "country.name", destination = "eurostat") + ) %>% + dplyr::mutate(ctry_sce = paste0(eurostat_code, "_", scenario)) %>% + dplyr::select(ctry_sce, coicop, price_diff) %>% + dplyr::mutate(price_diff = dplyr::if_else(is.nan(price_diff), 1, price_diff)) %>% + tidyr::complete(tidyr::nesting(ctry_sce), coicop = medusa::all_coicop) %>% + tidyr::replace_na(list(price_diff = 1)) %>% + tidyr::pivot_wider( + names_from = ctry_sce, + values_from = price_diff + ) + # ------- + + return(invisible(data_coicop_fin_full)) + +} + diff --git a/data/all_coicop.rda b/data/all_coicop.rda new file mode 100644 index 0000000000000000000000000000000000000000..4efa1a8644b2e4df8f77ad4856c8098b96676e20 GIT binary patch literal 1096 zcmV-O1h@M_T4*^jL0KkKS=`{E%K!~$?}GoZKmdQ>3;<9-s3gDu0RR92UwpxN22-h&9meQ8wMn0 z`{4X6{AL-*mrp!b9d2OneXM7-Lc16(vdlcg53uAYW=%P`!r0g^T3{%es;QTL`jfmcj%q(cW#`_%$bWY$sEINwn>e&o8( zh?Edza;VqP+m)~XBvbXs8dF=E`GbRiQiT-ZSp@@v18$w&=-5KJw^wx3Br9VeK+8ZN zB8XU;s@JWyOKrCEQ6SSvI6#C@aS$t8b-yG{DG-Uq+H*NYwKCF7H;FsO9SJuZgW(R` zp4~}skT{r44F^{2i=zCh{B7>J2s2psvwi1+=LrOH+}63wwUiU&VX36j&-ZoU9~eaoaKPEB7{&_J!H5-OBD3n!en`v z!-_`RMe*VkWyK_IVCtEL2`eW0JM!yzQKqi+be%fqE#hWjJn2lJlDoUQpiNptl8X-k zOiEFB+KLEcm?*Ng%P$Q)vCK?dN~7Bhk~Y|Ff+XZ4PAbyYeU^E>+V(!l-r7kJt89cG z861d%#1OA@s__u|QJ6cIxuhKE7jPs<+1bvX5u)byr*I1e;%wJ47A9o^Zzav0MwwfB z=DT;6YG8s}ZMRiMDv)Oqp(uhO1R$s}f}=nBTbUa9?xMI2=2f3M{v|GI-LbVI;VAHs zMg^gJLDiaBpC1)}Bx3dXsHjeS^>W!cgL;_AL zZK94z5kc81QIW!U1d>h$*eXQ{TmWZ#-sewN&UNH06TljIby2iXT_dZ_=~!h*C<2fe zwWuh0bnNU|&x6pBUSu3p<=K|-#xvhs>m%eKl? zwJFsquT-L_yKD=~R}~z*EkRJdP@%TUC{!x-TWl(=T%fDf3MitlZLv^Q#@hn&g7VeE zi%`6xi%_RC0*a+Z+Z9z+TWl>|w%nqTT%k}=D5BI<9zSmGIPUZNef+P_m!F51nZF)C O_`8xR!i0wB1rAurAN^qf literal 0 HcmV?d00001 diff --git a/data/mapping_gcam_medusa.rda b/data/mapping_gcam_medusa.rda new file mode 100644 index 0000000000000000000000000000000000000000..1a4563c457002148648f9717d6acb990dd09f63b GIT binary patch literal 649 zcmV;40(SjET4*^jL0KkKS!pM;0{{ZEf5QLw`2a`(|KL19SU|t;|FA#+00IC3zyf`2 zR+Q4hQ6{DUDYZ1hWEwL`wHTO&f$C%rP%%t|38>IAWYBt=0004?036Yi695wtff`^z zh`};o5rRaKk~Gmaf-;S!kkA0gdV%Sv9;QWZOC!4ZU2;U&kZ@>B;9DetO?P+q*n=Nr z9Q)VH8&D7re~;J+=cJ~YH|35*nO=WAN?IXxgB4w1$R){Wzt5xPkLA4Y&%RhN>QjW! zfd*1|Q8xrmkd?I*aaCpGbz}I@Kiu+6^#GLkch|Mj<+8W`)KOLg)+#!UlKgXgPUOOxgtpcRw3+SOMOz5a7Fx;T!awCp--D{KJs=a%Czg$&LzYo z1~oNGRmPP~cQ6O~j0qPKLPZ8EB)nXeCiTGyI?5s9JM}nuS(p zs5Vpx6*?KjfHW8zCedSEwZ=icfhIK>(Xjx-7J5l>T?XDZ=x(TS + + + + + sector + cost + *[@type = 'sector']/cost/text() + + + + + + subsector + cost + *[@type='sector' and (local-name()!='AgSupplySector')]/*[@type = 'subsector']/cost/text() + Excludes AgSupplySubsector costs, where data written out are no meaningful + + + diff --git a/inst/extdata/saveDataFiles.R b/inst/extdata/saveDataFiles.R index 7eeb953..34c27b7 100644 --- a/inst/extdata/saveDataFiles.R +++ b/inst/extdata/saveDataFiles.R @@ -162,3 +162,101 @@ use_data(is_categories, overwrite=T) # graph_labels graph_labels = read.csv(paste0(rawDataFolder,"graph_labels.csv"),header=T) use_data(graph_labels, overwrite=T) + +# mapping GCAM - MEDUSA COICOP categories +mapping_gcam_medusa <- read.csv(paste0(rawDataFolder, "mapping_gcam_medusa.csv"), header = T) +use_data(mapping_gcam_medusa, overwrite=T) + +# coicop codes list +all_coicop <- c( + "CP01", "CP011", "CP0111", "CP01111", "CP01112", "CP01113", "CP01114", "CP01115", "CP01116", "CP01117", "CP01118", + "CP0112", "CP01121", "CP01122", "CP01123", "CP01124", "CP01125", "CP01126", "CP01127", "CP01128", + "CP0113", "CP01131", "CP01132", "CP01133", "CP01134", "CP01135", "CP01136", + "CP0114", "CP01141", "CP01142", "CP01143", "CP01144", "CP01145", "CP01146", "CP01147", + "CP0115", "CP01151", "CP01152", "CP01153", "CP01154", "CP01155", + "CP0116", "CP01161", "CP01162", "CP01163", "CP01164", + "CP0117", "CP01171", "CP01172", "CP01173", "CP01174", "CP01175", "CP01176", + "CP0118", "CP01181", "CP01182", "CP01183", "CP01184", "CP01185", "CP01186", + "CP0119", "CP01191", "CP01192", "CP01193", "CP01194", "CP01199", + "CP012", "CP0121", "CP01211", "CP01212", "CP01213", + "CP0122", "CP01221", "CP01222", "CP01223", + "CP02", "CP021", "CP0211", "CP02111", "CP02112", + "CP0212", "CP02121", "CP02122", "CP02123", "CP02124", + "CP0213", "CP02131", "CP02132", "CP02133", "CP02134", + "CP022", "CP0220", "CP02201", "CP02202", "CP02203", + "CP023", + "CP03", "CP031", "CP0311", "CP03110", "CP0312", "CP03121", "CP03122", "CP03123", + "CP0313", "CP03131", "CP03132", + "CP0314", "CP03141", "CP03142", + "CP032", "CP0321", "CP03211", "CP03212", "CP03213", + "CP0322", "CP03220", + "CP04", "CP041", "CP0411", "CP04110", "CP0412", "CP04121", "CP04122", + "CP042", "CP0421", "CP04210", "CP0422", "CP04220", + "CP043", "CP0431", "CP04310", "CP0432", "CP04321", "CP04322", "CP04323", "CP04324", "CP04325", "CP04329", + "CP044", "CP0441", "CP04410", "CP0442", "CP04420", "CP0443", "CP04430", "CP0444", "CP04441", "CP04442", "CP04449", + "CP045", "CP0451", "CP04510", "CP0452", "CP04521", "CP04522", "CP0453", "CP04530", "CP0454", "CP04541", "CP04549", + "CP0455", "CP04550", + "CP05", "CP051", "CP0511", "CP05111", "CP05112", "CP05113", "CP05119", + "CP0512", "CP05121", "CP05122", "CP05123", "CP0513", "CP05130", + "CP052", "CP0520", "CP05201", "CP05202", "CP05203", "CP05204", "CP05209", + "CP053", "CP0531", "CP05311", "CP05312", "CP05313", "CP05314", "CP05315", "CP05319", + "CP0532", "CP05321", "CP05322", "CP05323", "CP05324", "CP05329", + "CP0533", "CP05330", + "CP054", "CP0540", "CP05401", "CP05402", "CP05403", "CP05404", + "CP055", "CP0551", "CP05511", "CP05512", "CP0552", "CP05521", "CP05522", "CP05523", + "CP056", "CP0561", "CP05611", "CP05612", "CP0562", "CP05621", "CP05622", "CP05623", "CP05629", + "CP06", "CP061", "CP0611", "CP06110", "CP0612", "CP06121", "CP06129", + "CP0613", "CP06131", "CP06132", "CP06133", "CP06139", + "CP062", "CP0621", "CP06211", "CP06212", "CP0622", "CP06220", + "CP0623", "CP06231", "CP06232", "CP06239", + "CP063", "CP0630", "CP06300", + "CP07", "CP071", "CP0711", "CP07111", "CP07112", "CP0712", "CP07120", "CP0713", "CP07130", "CP0714", "CP07140", + "CP072", "CP0721", "CP07211", "CP07212", "CP07213", "CP0722", "CP07221", "CP07222", "CP07223", "CP07224", + "CP0723", "CP07230", "CP0724", "CP07241", "CP07242", "CP07243", + "CP073", "CP0731", "CP07311", "CP07312", "CP0732", "CP07321", "CP07322", + "CP0733", "CP07331", "CP07332", "CP0734", "CP07341", "CP07342", + "CP0735", "CP07350", "CP0736", "CP07361", "CP07362", "CP07369", + "CP08", "CP081", "CP0810", "CP08101", "CP08109", + "CP082", "CP0820", "CP08201", "CP08202", "CP08203", "CP08204", + "CP083", "CP0830", "CP08301", "CP08302", "CP08303", "CP08304", "CP08305", + "CP09", "CP091", "CP0911", "CP09111", "CP09112", "CP09113", "CP09119", + "CP0912", "CP09121", "CP09122", "CP09123", + "CP0913", "CP09131", "CP09132", "CP09133", "CP09134", + "CP0914", "CP09141", "CP09142", "CP09149", "CP0915", "CP09150", + "CP092", "CP0921", "CP09211", "CP09212", "CP09213", "CP09214", "CP09215", + "CP0922", "CP09221", "CP09222", + "CP0923", "CP09230", + "CP093", "CP0931", "CP09311", "CP09312", "CP0932", "CP09321", "CP09322", "CP09323", + "CP0933", "CP09331", "CP09332", + "CP0934", "CP09341", "CP09342", + "CP0935", "CP09350", + "CP094", "CP0941", "CP09411", "CP09412", "CP0942", "CP09421", "CP09422", "CP09423", "CP09424", "CP09425", "CP09429", + "CP0943", + "CP095", "CP0951", "CP09511", "CP09512", "CP09513", "CP09514", + "CP0952", "CP09521", "CP09522", + "CP0953", "CP09530", + "CP0954", "CP09541", "CP09549", + "CP096", "CP0960", "CP09601", "CP09602", + "CP10", "CP101", "CP1010", "CP10101", "CP10102", + "CP102", "CP1020", "CP10200", + "CP103", "CP1030", "CP10300", + "CP104", "CP1040", "CP10400", + "CP105", "CP1050", "CP10500", + "CP11", "CP111", "CP1111", "CP11111", "CP11112", + "CP1112", "CP11120", + "CP112", "CP1120", "CP11201", "CP11202", "CP11203", + "CP12", "CP121", "CP1211", "CP12111", "CP12112", "CP12113", + "CP1212", "CP12121", "CP12122", + "CP1213", "CP12131", "CP12132", + "CP122", + "CP123", "CP1231", "CP12311", "CP12312", "CP12313", + "CP1232", "CP12321", "CP12322", "CP12323", "CP12329", + "CP124", "CP1240", "CP12401", "CP12402", "CP12403", "CP12404", + "CP125", "CP1252", "CP12520", "CP1253", "CP12531", "CP12532", + "CP1254", "CP12541", "CP12542", + "CP1255", "CP12550", + "CP126", "CP1262", "CP12621", "CP12622", + "CP127", "CP1270", "CP12701", "CP12702", "CP12703", "CP12704" +) +use_data(all_coicop, overwrite=T) + diff --git a/man/all_coicop.Rd b/man/all_coicop.Rd new file mode 100644 index 0000000..c125c31 --- /dev/null +++ b/man/all_coicop.Rd @@ -0,0 +1,19 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/data.R +\docType{data} +\name{all_coicop} +\alias{all_coicop} +\title{List of all COICOP codes available in MEDUSA} +\format{ +.csv +} +\source{ +medusa +} +\usage{ +all_coicop +} +\description{ +List of all COICOP codes available in MEDUSA +} +\keyword{datasets} diff --git a/man/get_prices_gcam.Rd b/man/get_prices_gcam.Rd new file mode 100644 index 0000000..1123011 --- /dev/null +++ b/man/get_prices_gcam.Rd @@ -0,0 +1,52 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/get_gcam_prices.R +\name{get_prices_gcam} +\alias{get_prices_gcam} +\title{get_prices_gcam} +\usage{ +get_prices_gcam( + db_path = NULL, + query_path = "inst/extdata", + db_name = NULL, + prj_name, + prj = NULL, + scenarios, + queries = "queries_GCAM_MEDUSA.xml", + final_db_year = 2100, + saveOutput = T, + base_scen, + selected_year +) +} +\arguments{ +\item{db_path}{Path to the GCAM database} + +\item{query_path}{Path to the query file} + +\item{db_name}{Name of the GCAM database} + +\item{prj_name}{Name of the rgcam project. This can be an existing project, or, if not, this will be the name} + +\item{prj}{rgcam loaded project} + +\item{scenarios}{Vector names of the GCAM scenarios to be processed} + +\item{queries}{Name of the GCAM query file. The file by default includes the queries required to run rfasst} + +\item{final_db_year}{Final year in the GCAM database (this allows to process databases with user-defined "stop periods")} + +\item{saveOutput}{Writes the files.By default=T} + +\item{base_scen}{The base scenario that other scenarios will be compared against} + +\item{selected_year}{The year of analysis, when the scenarios wil be compared} +} +\value{ +a dataframe with prices by sector and GCAM-Europe region +} +\description{ +Extract and format prices from a GCAM-Europe database or project file for MEDUSA +} +\keyword{GCAM,} +\keyword{GCAM-Europe,} +\keyword{prices} diff --git a/man/mapping_gcam_medusa.Rd b/man/mapping_gcam_medusa.Rd new file mode 100644 index 0000000..a283a00 --- /dev/null +++ b/man/mapping_gcam_medusa.Rd @@ -0,0 +1,19 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/data.R +\docType{data} +\name{mapping_gcam_medusa} +\alias{mapping_gcam_medusa} +\title{Mapping between the GCAM items names and the COICOP codes} +\format{ +.csv +} +\source{ +medusa +} +\usage{ +mapping_gcam_medusa +} +\description{ +Mapping between the GCAM items names and the COICOP codes +} +\keyword{datasets} diff --git a/man/order_var.Rd b/man/order_var.Rd index fc031eb..287e76a 100644 --- a/man/order_var.Rd +++ b/man/order_var.Rd @@ -4,8 +4,6 @@ \alias{order_var} \title{order_var} \usage{ -order_var(data, g) - order_var(data, g) } \arguments{ @@ -14,12 +12,8 @@ order_var(data, g) \item{g}{variable for which we want to sort the labels} } \value{ -a dataset in which the labels are ordered for the selected socioeconomic or demographic variable - a dataset in which the labels are ordered for the selected socioeconomic or demographic variable } \description{ Function to order the labels of the socioeconomic and demographic variablesin basic graph - -Function to order the labels of the socioeconomic and demographic variables in intersectional graph } diff --git a/man/order_vars.Rd b/man/order_vars.Rd new file mode 100644 index 0000000..b0b7a77 --- /dev/null +++ b/man/order_vars.Rd @@ -0,0 +1,19 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/utils.R +\name{order_vars} +\alias{order_vars} +\title{order_vars} +\usage{ +order_vars(data, g) +} +\arguments{ +\item{data}{dataset in which we want to order the labels of the socioeconomic and demographic variables} + +\item{g}{variable for which we want to sort the labels} +} +\value{ +a dataset in which the labels are ordered for the selected socioeconomic or demographic variable +} +\description{ +Function to order the labels of the socioeconomic and demographic variables in intersectional graph +} From 7629ec064f4479688b7fbf87c63049912942ebb3 Mon Sep 17 00:00:00 2001 From: klau506 Date: Wed, 8 Apr 2026 09:18:36 +0200 Subject: [PATCH 5/6] GCAM: clean function --- R/{get_gcam_prices.R => models_connections.R} | 117 ++++++++---------- 1 file changed, 51 insertions(+), 66 deletions(-) rename R/{get_gcam_prices.R => models_connections.R} (67%) diff --git a/R/get_gcam_prices.R b/R/models_connections.R similarity index 67% rename from R/get_gcam_prices.R rename to R/models_connections.R index 1689972..656e744 100644 --- a/R/get_gcam_prices.R +++ b/R/models_connections.R @@ -1,48 +1,24 @@ -# library(tidyr) -# library(dplyr) -# library(magrittr) -# library(ggplot2) -# library(rgcam) -# library(gcamdata) -# library(countrycode) -# library(tibble) - -#------------------------ -#' get_prices_gcam +#' get_prices_gcameurope #' -#' Extract and format prices from a GCAM-Europe database or project file for MEDUSA -#' @keywords GCAM, GCAM-Europe, prices -#' @return a dataframe with prices by sector and GCAM-Europe region -#' @param db_path Path to the GCAM database -#' @param query_path Path to the query file -#' @param db_name Name of the GCAM database -#' @param prj_name Name of the rgcam project. This can be an existing project, or, if not, this will be the name -#' @param prj rgcam loaded project -#' @param scenarios Vector names of the GCAM scenarios to be processed -#' @param queries Name of the GCAM query file. The file by default includes the queries required to run rfasst -#' @param final_db_year Final year in the GCAM database (this allows to process databases with user-defined "stop periods") -#' @param saveOutput Writes the files.By default=T -#' @param base_scen The base scenario that other scenarios will be compared against -#' @param selected_year The year of analysis, when the scenarios wil be compared +#' Extract and format prices from a GCAM-Europe database or project file for MEDUSA. +#' @keywords GCAM, GCAM-Europe, prices. +#' @return a dataframe with prices by sector and GCAM-Europe region. +#' @param db_path Path to the GCAM-Europe database. +#' @param query_path Path to the query file. +#' @param db_name Name of the GCAM-Europe database. +#' @param prj_name Name of the rgcam project. This can be an existing project, or, if not, this will be the newly created project name. +#' @param scenarios Vector names of the GCAM-Europe scenarios to be processed. +#' @param queries Name of the GCAM-Europe query file. The file by default includes the queries required to run rfasst. +#' @param final_db_year Final year in the GCAM-Europe database (this allows to process databases with user-defined "stop periods"). +#' @param saveOutput Writes the files.By default=T. +#' @param base_scen The base scenario that other scenarios will be compared against. +#' @param selected_year The year of analysis, when the scenarios will be compared. #' @importFrom magrittr %>% #' @export -get_prices_gcam <- function(db_path = NULL, query_path = "inst/extdata", db_name = NULL, prj_name, prj = NULL, +get_prices_gcameurope <- function(db_path = NULL, query_path = "inst/extdata", db_name = NULL, prj_name, scenarios, queries = "queries_GCAM_MEDUSA.xml", final_db_year = 2100, saveOutput = T, base_scen, selected_year) { - db_path <- 'C:\\Users\\claudia.rodes\\Documents\\GitHub\\gcam-core-eu\\output' - db_name <- 'database_basexdb_heatpumps2' - query_path = "inst/extdata" - prj_name = 'medusa.dat' - prj = NULL - scenarios = c('Reference_HeatPumps17_2100','Reference_heatpumps') - queries = "queries_GCAM_MEDUSA.xml" - final_db_year = 2030 - saveOutput = T - base_scen = 'Reference_heatpumps' - selected_year = 2015 - - # Set countries EU_COUNTRIES <- c("Austria", "Belgium", "Bulgaria", "Croatia", "Cyprus", "Czech Republic", "Denmark", @@ -80,32 +56,26 @@ get_prices_gcam <- function(db_path = NULL, query_path = "inst/extdata", db_name dplyr::distinct() %>% dplyr::pull() - # Load the rgcam project if prj not passed as a parameter: - if (is.null(prj)) { - if (!is.null(db_path) & !is.null(db_name)) { - rlang::inform('Creating project ...') - conn <- rgcam::localDBConn(db_path, - db_name,migabble = FALSE) - - prj <- rgcam::addScenario(conn = conn, - proj = prj_name, - scenario = scenarios, - queryFile = paste0(query_path,"/",queries), - clobber = F, - saveProj = F) - - if (!file.exists('output')) dir.create('output') - rgcam::saveProject(prj, file = file.path('output',prj_name)) - - QUERY_LIST <- c(rgcam::listQueries(prj, c(scenarios))) - } else { - rlang::inform('Loading project ...') - prj <- rgcam::loadProject(prj_name) - - QUERY_LIST <- c(rgcam::listQueries(prj, c(scenarios))) - } + # Load or create the rgcam project: + if (!is.null(db_path) & !is.null(db_name)) { + rlang::inform('Creating project ...') + conn <- rgcam::localDBConn(db_path, + db_name,migabble = FALSE) + + prj <- rgcam::addScenario(conn = conn, + proj = prj_name, + scenario = scenarios, + queryFile = paste0(query_path,"/",queries), + clobber = F, + saveProj = F) + + if (!file.exists('output')) dir.create('output') + rgcam::saveProject(prj, file = file.path('output',prj_name)) + } else { - QUERY_LIST <- c(rgcam::listQueries(prj, c(scenarios))) + rlang::inform('Loading project ...') + prj <- rgcam::loadProject(prj_name) + } @@ -185,8 +155,6 @@ get_prices_gcam <- function(db_path = NULL, query_path = "inst/extdata", db_name values_from = price_diff ) - write.csv(data_coicop_fin, file = file.path('output',paste0('data_coicop_fin_',stringr::str_remove(prj_name,'.dat'),'.csv'))) - # ------- # Add all the remaining coicop categories (with no change, value = 1) data_coicop_fin_full <- data_coicop_diff %>% @@ -206,7 +174,24 @@ get_prices_gcam <- function(db_path = NULL, query_path = "inst/extdata", db_name names_from = ctry_sce, values_from = price_diff ) + + # ------- + # Add names column + names_coicop_map <- get(paste0("coicop_", selected_year)) %>% + dplyr::select(names, coicop) %>% + dplyr::distinct() %>% + dplyr::mutate(coicop = stringr::str_replace(coicop, 'EUR_A_', 'CP')) + + data_coicop_fin_full_names <- data_coicop_fin_full %>% + dplyr::right_join(names_coicop_map, by = 'coicop') %>% + dplyr::relocate(last_col()) + + # ------- + # Save and return + file_name <- paste0('GCAMEurope_shocks_',stringr::str_remove(prj_name,'.dat'),'.csv') + write.csv(data_coicop_fin, file = file.path('output',file_name)) + print(paste0("The GCAM-Europe prices file has been saved in`", getwd(),"/output/",file_name)) return(invisible(data_coicop_fin_full)) From ba428cf7ffdf34cf304193774cf412381cf8fb22 Mon Sep 17 00:00:00 2001 From: klau506 Date: Wed, 8 Apr 2026 09:18:46 +0200 Subject: [PATCH 6/6] GCAM: vignette --- vignettes/vig_extra.Rmd | 185 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 185 insertions(+) create mode 100644 vignettes/vig_extra.Rmd diff --git a/vignettes/vig_extra.Rmd b/vignettes/vig_extra.Rmd new file mode 100644 index 0000000..fbe01e6 --- /dev/null +++ b/vignettes/vig_extra.Rmd @@ -0,0 +1,185 @@ +--- + title: "Calculate distributional impacts (EU)" +output: rmarkdown::html_vignette +vignette: > + %\VignetteIndexEntry{Calculate distributional impacts (EU)} +%\VignetteEngine{knitr::rmarkdown} +%\VignetteEncoding{UTF-8} +--- + + # Step by step tutorials + + Before running any of the examples below, make sure you have processed the Eurostat HBS microdata with `hbs_eu()`. See [Preparing the data](https://bc3lc.github.io/medusa/articles/TutorialsEU_data.html) for details. + +```r +hbs <- hbs_eu(year = 2015, country = "all", path = "raw_data") +``` + +## Example 1. How to enter price shocks in `calc_di_eu` + +1. Download the example file into your working directory by running the following function in the R terminal: + + ```r +ex_shocks_eu() +``` + +2. Go to your working directory and open the csv **"Example_shocks_eu.csv"**. + +3. Define the scenarios: each column named after a country code and a scenario suffix (e.g. `AT_s1`, `BE_s1`, ..., `AT_s2`, `BE_s2`, ...) represents a scenario for each country. To run `calc_di_eu` for a single scenario, delete all columns for Scenario 2. To add another scenario, copy the Scenario 2 columns to the right and change the suffix to `_s3`. You can rename scenarios by changing the suffix (e.g. `_shock1`), but keep the country code prefix intact. + +4. Enter the price shocks: each row corresponds to a COICOP code. Enter the price change to be applied to each COICOP category for each country and each scenario. A value greater than 1 indicates a price increase (e.g. `1.1` for a 10% increase) and less than 1 indicates a price decrease (e.g. `0.9` for a 10% decrease). If there is no shock in a category, keep `1`. + +5. Save the edited csv file. + +6. Upload the edited file to R: + + ```r +shocks <- read.csv("Example_shocks_eu.csv", + header = TRUE, + sep = ",", + dec = ".") +``` + +7. Run `calc_di_eu` with the processed HBS data and the price shocks: + + ```r +results <- calc_di_eu(data = hbs, # Output from hbs_eu() + shocks = shocks) # Edited shocks file +``` + +By default, `calc_di_eu` calculates distributional impacts for all available socioeconomic variables and saves the results and figures in an `outputs/` folder within your working directory. + +--- + + ## Example 2. How to select variables for distributional impacts + + ### Individual variables (`var`) + + 1. To see the variables available for distributional impact analysis, run: + + ```r +available_var_eu() +``` + +2. Select a variable (e.g. `"decile"`) and pass it to the `var` argument of `calc_di_eu`: + + ```r +results <- calc_di_eu(data = hbs, + shocks = shocks, + var = "decile") # Single variable +``` + +3. To calculate impacts for several variables, pass a vector: + + ```r +vars <- c("decile", "zone", "gender") + +results <- calc_di_eu(data = hbs, + shocks = shocks, + var = vars) +``` + +For more information on available variables, see [Available Variables](https://bc3lc.github.io/medusa/articles/AvailableVariables.html). + +### Intersectional variables (`var_intersec`) + +1. To see the combinations of variables available for intersectional distributional impacts, run: + + ```r +available_var_intersec_eu() +``` + +2. Download the intersectional variables file into your working directory: + + ```r +ex_var_intersec_eu() +``` + +3. Open **"Var_Intersec_eu.csv"** and delete the rows for combinations you do not want to analyse. Save the edited file. + +4. Upload the file to R: + + ```r +example_vars <- read.csv("Var_Intersec_eu.csv", + header = TRUE, + sep = ",", + dec = ".") +``` + +5. Pass the file to the `var_intersec` argument of `calc_di_eu`: + + ```r +results <- calc_di_eu(data = hbs, + shocks = shocks, + var_impact = NULL, # Skip individual variables + var_intersec = example_vars) # Intersectional combinations +``` + +--- + + ## Example 3. Country-level vs. EU-level results + + By default, `calc_di_eu` calculates distributional impacts both at the **EU level** (across all households jointly) and at the **country level** (separately for each member state). To disable country-level results and obtain only EU-level results, set `by_country = FALSE`: + + ```r +results <- calc_di_eu(data = hbs, + shocks = shocks, + by_country = FALSE) +``` + +--- + + ## Example 4. Update the microdata to a different year + + If your price shocks come from a macroeconomic model calibrated to a year different from the HBS wave, you can update the HBS expenditure data before running the simulation using the `update_hbs` argument: + + ```r +results <- calc_di_eu(data = hbs, # HBS 2015 microdata + update_hbs = 2018, # Update expenditure to 2018 prices + shocks = shocks) +``` + +--- + +## Example 5. Connect with GCAM-Europe + +1. Read the GCAM-Europe prices from the database. You can indicate the database path and name, or the already created project file. +**Importantly**, you must indicate the Baseline scenario from which the percentage prices increment will be computed. Indicate also the year of the analysis through the `selected_year` parameter: + +```r +# if indicating the database path and name +shocks <- get_prices_gcameurope(db_path = 'path/to/db', db_name = 'db_name', + prj_name = 'new_prj_name.dat', + scenarios = c('scen1','scen2'), + final_db_year = 2100, saveOutput = T, + base_scen = 'Reference', selected_year = 2015) + + +# if indicating the project name +shocks <- get_prices_gcameurope(prj_name = 'path/to/existing/prj.dat', + scenarios = c('scen1','scen2'), + final_db_year = 2100, saveOutput = T, + base_scen = 'Reference', selected_year = 2015) +``` + +2. Go to your working directory and check the csv **"output/GCAMEU_shocks_[prj_name].csv"**. It will have each column named after a country code and a scenario suffix (e.g. `AT_s1`, `BE_s1`, ..., `AT_s2`, `BE_s2`, ...) representing a scenario for each country and each row a COICOP code. The values indicate the price change (e.g. `1.1` for a 10% increase and `0.9` for a 10% decrease). If there is no shock in a category, keep `1`. + +3. Run `calc_di_eu` with the processed HBS data and the price shocks: + + ```r +results <- calc_di_eu(data = hbs, # Output from hbs_eu() + shocks = shocks) # GCAM-Europe shocks file +``` + +By default, `calc_di_eu` calculates distributional impacts for all available socioeconomic variables and saves the results and figures in an `outputs/` folder within your working directory. + +--- + + ## Outputs + + `calc_di_eu` returns a list with two elements: + + - **`di`**: a data frame with the basic distributional impacts per selected variable and scenario. +- **`dii`** (if `var_intersec` is specified): a data frame with the intersectional distributional impacts. + +By default, results are saved to the `outputs/` folder and figures are generated automatically. To suppress saving, set `save = FALSE` and `fig = FALSE`.