Copy over wdi legacy import scripts to github

scripts/world_bank/wdi_legacy/README.md

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+# Importing World Bank World Development Indicators(WDI) DATA
+
+The primary World Bank collection of development indicators, compiled from
+officially-recognized international sources. It presents the most current and
+accurate global development data available, and includes national estimates.
+At the moment, we only include a small subset of variables from this.
+See wdi_csv2mcf for detailed data we include.
+
+The data is from:
+
+https://datacatalog.worldbank.org/dataset/world-development-indicators
+
+**To generate MCFs from these files, provide the input/output paths and run:**
+Download and unzip the CSV file from
+https://datacatalog.worldbank.org/search/dataset/0037712 into
+input_files/WDICSV.csv
+
+Then run the command:
+
+`python wdi_csv2mcf.py`

scripts/world_bank/wdi_legacy/constants.py

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+"""Constants used across wdi."""
+
+from string import Template
+
+POPS_FILE = 'pops_file'
+
+START_YEAR_COLUMN = 4
+YEAR_RANGE_START = 1960
+YEAR_RANGE_END = 2023
+
+INDICATOR_NAME = 'Indicator Name'
+COUNTRY_CODE = 'Country Code'
+
+CO2_EMISSIONS = 'CO2 emissions (metric tons per capita)'
+
+POP_CO2_EMISSIONS_MCF_TEMPL = Template("""
+Node: Pop_CO2_Emissions_$location_abbr
+typeOf: schema:StatisticalPopulation
+populationType: dcs:Emissions
+emittedThing: dcs:CarbonDioxide
+location: dcid:$location
+""")
+
+OBS_CO2_EMISSIONS_MCF_TEMPL = Template("""
+Node: Obs_CO2_Emissions_Amount_${location_abbr}_$observation_date
+typeOf: schema:Observation
+observedNode: l:Pop_CO2_Emissions_$location_abbr
+observationDate: "$observation_date"
+observationPeriod: "P1Y"
+measuredProperty: dcs:amount
+measuredValue: $measured_value
+measurementDenominator: dcs:PerCapita
+unit: dcs:MetricTon
+""")
+
+ELEC_CONSUMPTION = 'Electric power consumption (kWh per capita)'
+
+POP_ELEC_CONSUMPTION_MCF_TEMPL = Template("""
+Node: Pop_Consumption_Electricity_$location_abbr
+typeOf: schema:StatisticalPopulation
+populationType: dcs:Consumption
+consumedThing: dcs:Electricity
+location: dcid:$location
+""")
+
+OBS_ELEC_CONSUMPTION_MCF_TEMPL = Template("""
+Node: Obs_Consumption_Electricity_Amount_${location_abbr}_$observation_date
+typeOf: schema:Observation
+observedNode: l:Pop_Consumption_Electricity_$location_abbr
+observationDate: "$observation_date"
+observationPeriod: "P1Y"
+measuredProperty: dcs:amount
+measuredValue: $measured_value
+measurementDenominator: dcs:PerCapita
+unit: dcs:KilowattHour
+""")
+
+ENERGY_USE = 'Energy use (kg of oil equivalent per capita)'
+
+POP_ENERGY_USE_MCF_TEMPL = Template("""
+Node: Pop_Energy_Use_$location_abbr
+typeOf: schema:StatisticalPopulation
+populationType: dcs:Consumption
+consumedThing: dcs:Energy
+location: dcid:$location
+""")
+
+OBS_ENERGY_USE_MCF_TEMPL = Template("""
+Node: Obs_Energy_Use_Amount_${location_abbr}_$observation_date
+typeOf: schema:Observation
+observedNode: l:Pop_Energy_Use_$location_abbr
+observationDate: "$observation_date"
+observationPeriod: "P1Y"
+measuredProperty: dcs:amount
+measuredValue: $measured_value
+measurementDenominator: dcs:PerCapita
+unit: dcs:KilogramOfOilEquivalent
+""")
+
+GDP_NOMINAL = 'GDP (current US$)'
+
+POP_GDP_NOMINAL_MCF_TEMPL = Template("""
+Node: Pop_GDP_Nominal_$location_abbr
+typeOf: schema:StatisticalPopulation
+populationType: dcs:EconomicActivity
+activitySource: dcs:GrossDomesticProduction
+location: dcid:$location
+""")
+
+OBS_GDP_NOMINAL_MCF_TEMPL = Template("""
+Node: Obs_GDP_Nominal_Amount_${location_abbr}_$observation_date
+typeOf: schema:Observation
+observedNode: l:Pop_GDP_Nominal_$location_abbr
+observationDate: "$observation_date"
+observationPeriod: "P1Y"
+measuredProperty: dcs:amount
+measuredValue: $measured_value
+measurementQualifier: dcs:Nominal
+unit: dcs:USDollar
+""")
+
+GDP_GROWTH_RATE = 'GDP growth (annual %)'
+
+POP_GDP_GROWTH_RATE_MCF_TEMPL = Template("""
+Node: Pop_GDP_Growth_Rate_$location_abbr
+typeOf: schema:StatisticalPopulation
+populationType: dcs:EconomicActivity
+activitySource: dcs:GrossDomesticProduction
+location: dcid:$location
+""")
+
+OBS_GDP_GROWTH_RATE_TEMPL = Template("""
+Node: Obs_GDP_Growth_Rate_Amount_${location_abbr}_$observation_date
+typeOf: schema:Observation
+observedNode: l:Pop_GDP_Growth_Rate_$location_abbr
+observationDate: "$observation_date"
+observationPeriod: "P1Y"
+measuredProperty: dcs:amount
+growthRate: $measured_value
+""")
+
+GDP_NOM_PER_CAPITA = 'GDP per capita (current US$)'
+
+# Use POP_GDP_NOMINAL_MCF_TEMPL as POP template so that only one pop node
+# will be generated.
+
+OBS_GDP_NOM_PER_CAPITA_TEMPL = Template("""
+Node: Obs_GDP_Nom_Per_Capita_Amount_${location_abbr}_$observation_date
+typeOf: schema:Observation
+observedNode: l:Pop_GDP_Nominal_$location_abbr
+observationDate: "$observation_date"
+observationPeriod: "P1Y"
+measuredProperty: dcs:amount
+measuredValue: $measured_value
+measurementQualifier: dcs:Nominal
+measurementDenominator: dcs:PerCapita
+unit: dcs:USDollar
+""")
+
+GNI_IN_PPP = 'GNI, PPP (current international $)'
+
+POP_GNI_IN_PPP_MCF_TEMPL = Template("""
+Node: Pop_GNI_In_PPP_$location_abbr
+typeOf: schema:StatisticalPopulation
+populationType: dcs:EconomicActivity
+activitySource: dcs:GrossNationalIncome
+location: dcid:$location
+""")
+
+OBS_GNI_IN_PPP_MCF_TEMPL = Template("""
+Node: Obs_GNI_In_PPP_Amount_${location_abbr}_$observation_date
+typeOf: schema:Observation
+observedNode: l:Pop_GNI_In_PPP_$location_abbr
+observationDate: "$observation_date"
+observationPeriod: "P1Y"
+measuredProperty: dcs:amount
+measuredValue: $measured_value
+measurementQualifier: dcs:PurchasingPowerParity
+unit: dcs:InternationalDollar
+""")
+
+GNI_PPP_PER_CAPITA = 'GNI per capita, PPP (current international $)'
+
+# Use POP_GNI_IN_PPP_MCF_TEMPL as POP template so that only one pop node will
+# be generated.
+
+OBS_GNI_PPP_PER_CAPITA_MCF_TEMPL = Template("""
+Node: Obs_GNI_PPP_Per_Capita_Amount_${location_abbr}_$observation_date
+typeOf: schema:Observation
+observedNode: l:Pop_GNI_In_PPP_$location_abbr
+observationDate: "$observation_date"
+observationPeriod: "P1Y"
+measuredProperty: dcs:amount
+measuredValue: $measured_value
+measurementQualifier: dcs:PurchasingPowerParity
+measurementDenominator: dcs:PerCapita
+unit: dcs:InternationalDollar
+""")
+
+INTER_USER_PERC = 'Individuals using the Internet (% of population)'
+
+POP_INTER_USER_PERC_MCF_TEMPL = Template("""
+Node: Pop_Inter_User_Perc_$location_abbr
+typeOf: schema:StatisticalPopulation
+populationType: schema:Person
+isInternetUser: schema:True
+location: dcid:$location
+""")
+
+OBS_INTER_USER_PERC_MCF_TEMPL = Template("""
+Node: Obs_Inter_User_Perc_Count_${location_abbr}_$observation_date
+typeOf: schema:Observation
+observedNode: l:Pop_Inter_User_Perc_$location_abbr
+observationDate: "$observation_date"
+observationPeriod: "P1Y"
+measuredProperty: dcs:count
+measuredValue: $measured_value
+measurementDenominator: dcs:PerCapita
+scalingFactor: 100
+""")
+
+LIFE_EXPECTANCY = 'Life expectancy at birth, total (years)'
+
+POP_LIFE_EXPECTANCY_MCF_TEMPL = Template("""
+Node: Pop_Life_Expectancy_$location_abbr
+typeOf: schema:StatisticalPopulation
+populationType: schema:Person
+location: dcid:$location
+""")
+
+OBS_LIFE_EXPECTANCY_MCF_TEMPL = Template("""
+Node: Obs_Life_Expectancy_${location_abbr}_$observation_date
+typeOf: schema:Observation
+observedNode: l:Pop_Life_Expectancy_$location_abbr
+observationDate: "$observation_date"
+measuredProperty: dcs:lifeExpectancy
+measuredValue: $measured_value
+unit: dcs:Year
+""")
+
+FERTILITY_RATE = 'Fertility rate, total (births per woman)'
+
+POP_FERTILITY_RATE_MCF_TEMPL = Template("""
+Node: Pop_Fertility_Rate_$location_abbr
+typeOf: schema:StatisticalPopulation
+populationType: schema:Person
+gender: schema:Female
+location: dcid:$location
+""")
+
+OBS_FERTILITY_RATE_MCF_TEMPL = Template("""
+Node: Obs_Fertility_Rate_${location_abbr}_$observation_date
+typeOf: schema:Observation
+observedNode: l:Pop_Fertility_Rate_$location_abbr
+observationDate: "$observation_date"
+measuredProperty: dcs:fertilityRate
+measuredValue: $measured_value
+""")
+
+POPULATION = 'Population, total'
+
+POP_POPULATION_MCF_TEMPL = Template("""
+Node: Pop_Population_$location_abbr
+typeOf: schema:StatisticalPopulation
+populationType: schema:Person
+location: dcid:$location
+""")
+
+OBS_POPULATION_MCF_TEMPL = Template("""
+Node: Obs_Population_Count_${location_abbr}_$observation_date
+typeOf: schema:Observation
+observedNode: l:Pop_Population_$location_abbr
+observationDate: "$observation_date"
+observationPeriod: "P1Y"
+measuredProperty: dcs:count
+measuredValue: $measured_value
+""")
+
+POPU_GROWTH_RATE = 'Population growth (annual %)'
+
+POP_POPU_GROWTH_RATE_MCF_TEMPL = Template("""
+Node: Pop_Popu_Growth_Rate_$location_abbr
+typeOf: schema:StatisticalPopulation
+populationType: schema:Person
+location: dcid:$location
+""")
+
+OBS_POPU_GROWTH_RATE_MCF_TEMPL = Template("""
+Node: Obs_Popu_Growth_Rate_Count_${location_abbr}_$observation_date
+typeOf: schema:Observation
+observedNode: l:Pop_Popu_Growth_Rate_$location_abbr
+observationDate: "$observation_date"
+observationPeriod: "P1Y"
+measuredProperty: dcs:count
+growthRate: $measured_value
+""")
+
+INDICATOR_TEMP_MAP = {
+    CO2_EMISSIONS: (POP_CO2_EMISSIONS_MCF_TEMPL, OBS_CO2_EMISSIONS_MCF_TEMPL),
+    ELEC_CONSUMPTION:
+        (POP_ELEC_CONSUMPTION_MCF_TEMPL, OBS_ELEC_CONSUMPTION_MCF_TEMPL),
+    ENERGY_USE: (POP_ENERGY_USE_MCF_TEMPL, OBS_ENERGY_USE_MCF_TEMPL),
+    GDP_NOMINAL: (POP_GDP_NOMINAL_MCF_TEMPL, OBS_GDP_NOMINAL_MCF_TEMPL),
+    GDP_GROWTH_RATE: (POP_GDP_GROWTH_RATE_MCF_TEMPL, OBS_GDP_GROWTH_RATE_TEMPL),
+    GDP_NOM_PER_CAPITA:
+        (POP_GDP_NOMINAL_MCF_TEMPL, OBS_GDP_NOM_PER_CAPITA_TEMPL),
+    GNI_IN_PPP: (POP_GNI_IN_PPP_MCF_TEMPL, OBS_GNI_IN_PPP_MCF_TEMPL),
+    GNI_PPP_PER_CAPITA:
+        (POP_GNI_IN_PPP_MCF_TEMPL, OBS_GNI_PPP_PER_CAPITA_MCF_TEMPL),
+    INTER_USER_PERC:
+        (POP_INTER_USER_PERC_MCF_TEMPL, OBS_INTER_USER_PERC_MCF_TEMPL),
+    LIFE_EXPECTANCY:
+        (POP_LIFE_EXPECTANCY_MCF_TEMPL, OBS_LIFE_EXPECTANCY_MCF_TEMPL),
+    FERTILITY_RATE:
+        (POP_FERTILITY_RATE_MCF_TEMPL, OBS_FERTILITY_RATE_MCF_TEMPL),
+    POPULATION: (POP_POPULATION_MCF_TEMPL, OBS_POPULATION_MCF_TEMPL),
+    POPU_GROWTH_RATE:
+        (POP_POPU_GROWTH_RATE_MCF_TEMPL, OBS_POPU_GROWTH_RATE_MCF_TEMPL),
+}