validation data added

workflow/rules/validate.smk

@@ -0,0 +1,97 @@
+"""Rules for validating historical results"""
+
+###
+# constants
+###
+
+# used for target rules
+CAPACITY_VALIDATION = ["ember", "irena", "eia"]
+GENERATION_VALIDATION = ["ember", "irena", "eia"]
+EMISSION_VALIDATION = ["ember", "climatewatch"]
+
+###
+# capacity
+###
+
+def capacity_validation_data(wildcards):
+    if wildcards.datasource == "ember":
+        return "resources/data/ember_yearly_electricity_data.csv"
+    elif wildcards.datasource == "irena":
+        return "resources/data/validation/irena_capacity.csv"
+    elif wildcards.datasource == "eia":
+        return "resources/data/validation/eia_capacity.json"
+
+def capacity_options(wildcards):
+    if wildcards.datasource == "irena":
+        return {"iso_codes": "resources/data/validation/iso.csv"}
+    else:
+        return []
+
+rule validate_capacity:
+    message: "Validating capacity against {wildcards.datasource}"
+    input:
+        unpack(capacity_options),
+        validation_data = capacity_validation_data,
+        og_result = "results/{scenario}/results/TotalCapacityAnnual.csv",
+    params:
+        result_dir="results/{scenario}/results",
+        variable="capacity"
+    output:
+        expand("results/{{scenario}}/validation/{country}/capacity/{{datasource}}.png", country=COUNTRIES)
+    script:
+        "../scripts/osemosys_global/validation/main.py"
+
+###
+# generation
+###
+
+def generation_validation_data(wildcards):
+    if wildcards.datasource == "ember":
+        return "resources/data/ember_yearly_electricity_data.csv"
+    elif wildcards.datasource == "irena":
+        return "resources/data/validation/irena_generation.csv"
+    elif wildcards.datasource == "eia":
+        return "resources/data/validation/eia_generation.json"
+
+def generation_options(wildcards):
+    if wildcards.datasource == "irena":
+        return {"iso_codes": "resources/data/validation/iso.csv"}
+    else:
+        return []
+
+rule validate_generation:
+    message: "Validating generation against {wildcards.datasource}"
+    input:
+        unpack(generation_options),
+        validation_data = generation_validation_data,
+        og_result = "results/{scenario}/results/ProductionByTechnologyAnnual.csv",
+    params:
+        result_dir="results/{scenario}/results",
+        variable="generation"
+    output:
+        expand("results/{{scenario}}/validation/{country}/generation/{{datasource}}.png", country=COUNTRIES)
+    script:
+        "../scripts/osemosys_global/validation/main.py"
+
+###
+# emissions
+###
+
+def emission_validation_data(wildcards):
+    if wildcards.datasource == "ember":
+        return "resources/data/ember_yearly_electricity_data.csv"
+    elif wildcards.datasource == "climatewatch":
+        return "resources/data/validation/climatewatch.csv"
+
+rule validate_emissions:
+    message: "Validating emissions against {wildcards.datasource}"
+    input:
+        validation_data = emission_validation_data,
+        og_result = "results/{scenario}/results/AnnualEmissions.csv"
+    params:
+        result_dir="results/{scenario}/results",
+        variable="emissions"
+    output:
+        expand("results/{{scenario}}/validation/{country}/emissions/{{datasource}}.png", country=COUNTRIES)
+    script:
+        "../scripts/osemosys_global/validation/main.py"