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| from pydantic import BaseModel | |
| RESPONSE_FORMAT = { | |
| "type": "json_schema", | |
| "json_schema": { | |
| "name": "esg_response", | |
| "strict": True, | |
| "schema": { | |
| "type": "object", | |
| "properties": { | |
| "company_name": {"type": "string"}, | |
| "Greenhouse Gas (GHG) Protocol Parameters": { | |
| "type": "array", | |
| "items": { | |
| "type": "object", | |
| "properties": { | |
| "Total GHG Emissions": {"type": ["integer", "null"]}, | |
| "Total GHG Emissions Description": { | |
| "type": "string", | |
| "description": "Total greenhouse gases emitted by the organization." | |
| }, | |
| "Scope 1 Emissions": {"type": ["integer", "null"]}, | |
| "Scope 1 Emissions Description": { | |
| "type": "string", | |
| "description": "Direct GHG emissions from owned or controlled sources." | |
| }, | |
| "Scope 2 Emissions": {"type": ["integer", "null"]}, | |
| "Scope 2 Emissions Description": { | |
| "type": "string", | |
| "description": "Indirect emissions from the generation of purchased electricity." | |
| }, | |
| "Scope 3 Emissions": {"type": ["integer", "null"]}, | |
| "Scope 3 Emissions Description": { | |
| "type": "string", | |
| "description": "All other indirect emissions that occur in a company’s value chain." | |
| }, | |
| "CO₂ Emissions": {"type": ["integer", "null"]}, | |
| "CO₂ Emissions Description": { | |
| "type": "string", | |
| "description": "Emissions of carbon dioxide." | |
| }, | |
| "CH₄ Emissions": {"type": ["integer", "null"]}, | |
| "CH₄ Emissions Description": { | |
| "type": "string", | |
| "description": "Emissions of methane." | |
| }, | |
| "N₂O Emissions": {"type": ["integer", "null"]}, | |
| "N₂O Emissions Description": { | |
| "type": "string", | |
| "description": "Emissions of nitrous oxide." | |
| }, | |
| "HFC Emissions": {"type": ["integer", "null"]}, | |
| "HFC Emissions Description": { | |
| "type": "string", | |
| "description": "Emissions of hydrofluorocarbons." | |
| }, | |
| "PFC Emissions": {"type": ["integer", "null"]}, | |
| "PFC Emissions Description": { | |
| "type": "string", | |
| "description": "Emissions of perfluorocarbons." | |
| } | |
| }, | |
| "required": [ | |
| "Total GHG Emissions", "Total GHG Emissions Description", | |
| "Scope 1 Emissions", "Scope 1 Emissions Description", | |
| "Scope 2 Emissions", "Scope 2 Emissions Description", | |
| "Scope 3 Emissions", "Scope 3 Emissions Description", | |
| "CO₂ Emissions", "CO₂ Emissions Description", | |
| "CH₄ Emissions", "CH₄ Emissions Description", | |
| "N₂O Emissions", "N₂O Emissions Description", | |
| "HFC Emissions", "HFC Emissions Description", | |
| "PFC Emissions", "PFC Emissions Description" | |
| ], | |
| "additionalProperties": False | |
| } | |
| }, | |
| "Net Zero Intervention Parameters": { | |
| "type": "array", | |
| "items": { | |
| "type": "object", | |
| "properties": { | |
| "Renewable Energy Adoption": {"type": ["number", "null"]}, | |
| "Renewable Energy Adoption Description": { | |
| "type": "string", | |
| "description": "Proportion of energy consumption derived from renewable sources." | |
| }, | |
| "Energy Efficiency Improvements": {"type": ["number", "null"]}, | |
| "Energy Efficiency Improvements Description": { | |
| "type": "string", | |
| "description": "Reduction in energy consumption due to efficiency measures." | |
| }, | |
| "Electrification of Operations": {"type": ["number", "null"]}, | |
| "Electrification of Operations Description": { | |
| "type": "string", | |
| "description": "Extent to which operations have shifted from fossil fuels to electric power." | |
| }, | |
| "Carbon Capture and Storage (CCS) Implementation": {"type": ["number", "null"]}, | |
| "Carbon Capture and Storage (CCS) Implementation Description": { | |
| "type": "string", | |
| "description": "Amount of CO₂ captured and stored to prevent atmospheric release." | |
| }, | |
| "Reforestation and Afforestation Initiatives": {"type": ["number", "null"]}, | |
| "Reforestation and Afforestation Initiatives Description": { | |
| "type": "string", | |
| "description": "Efforts to plant trees to absorb CO₂ from the atmosphere." | |
| }, | |
| "Sustainable Transportation Adoption": {"type": ["number", "null"]}, | |
| "Sustainable Transportation Adoption Description": { | |
| "type": "string", | |
| "description": "Proportion of transportation utilizing low-emission or electric vehicles." | |
| }, | |
| "Supply Chain Emissions Reduction": {"type": ["number", "null"]}, | |
| "Supply Chain Emissions Reduction Description": { | |
| "type": "string", | |
| "description": "Decrease in emissions from upstream and downstream supply chain activities." | |
| }, | |
| "Waste-to-Energy Conversion": {"type": ["number", "null"]}, | |
| "Waste-to-Energy Conversion Description": { | |
| "type": "string", | |
| "description": "Energy produced from the processing of waste materials." | |
| }, | |
| "Carbon Offset Investments": {"type": ["number", "null"]}, | |
| "Carbon Offset Investments Description": { | |
| "type": "string", | |
| "description": "Amount of emissions offset through investments in environmental projects." | |
| }, | |
| "Climate Risk Assessment": {"type": ["string", "null"]}, | |
| "Climate Risk Assessment Description": { | |
| "type": "string", | |
| "description": "Evaluation of potential risks posed by climate change to the organization." | |
| }, | |
| "Climate Adaptation Strategies": {"type": ["string", "null"]}, | |
| "Climate Adaptation Strategies Description": { | |
| "type": "string", | |
| "description": "Plans implemented to adapt operations to changing climate conditions." | |
| }, | |
| "Internal Carbon Pricing": {"type": ["number", "null"]}, | |
| "Internal Carbon Pricing Description": { | |
| "type": "string", | |
| "description": "Monetary value assigned to carbon emissions to incentivize reduction." | |
| }, | |
| "Net-Zero Target Year": {"type": ["string", "null"]}, | |
| "Net-Zero Target Year Description": { | |
| "type": "string", | |
| "description": "Specific year by which the organization aims to achieve net-zero emissions." | |
| }, | |
| "Interim Emission Reduction Targets": {"type": ["number", "null"]}, | |
| "Interim Emission Reduction Targets Description": { | |
| "type": "string", | |
| "description": "Short-term targets set to progressively reduce emissions en route to net-zero." | |
| }, | |
| "Employee Engagement in Sustainability": {"type": ["number", "null"]}, | |
| "Employee Engagement in Sustainability Description": { | |
| "type": "string", | |
| "description": "Proportion of employees actively involved in sustainability programs." | |
| }, | |
| "Investment in Low-Carbon Technologies": {"type": ["number", "null"]}, | |
| "Investment in Low-Carbon Technologies Description": { | |
| "type": "string", | |
| "description": "Financial resources allocated to developing or adopting low-carbon technologies." | |
| }, | |
| "Public Disclosure of Net-Zero Progress": {"type": ["string", "null"]}, | |
| "Public Disclosure of Net-Zero Progress Description": { | |
| "type": "string", | |
| "description": "Regular public updates on progress toward net-zero commitments." | |
| }, | |
| "Third-Party Verification of Emission Data": {"type": ["boolean", "null"]}, | |
| "Third-Party Verification of Emission Data Description": { | |
| "type": "string", | |
| "description": "Confirmation that emission data has been verified by an external party." | |
| }, | |
| "Participation in Carbon Markets": {"type": ["boolean", "null"]}, | |
| "Participation in Carbon Markets Description": { | |
| "type": "string", | |
| "description": "Involvement in systems where carbon credits are bought and sold." | |
| }, | |
| "Development of Climate-Resilient Infrastructure": {"type": ["string", "null"]}, | |
| "Development of Climate-Resilient Infrastructure Description": { | |
| "type": "string", | |
| "description": "Initiatives to build infrastructure resilient to climate impacts." | |
| }, | |
| "Reduction of Methane Emissions": {"type": ["number", "null"]}, | |
| "Reduction of Methane Emissions Description": { | |
| "type": "string", | |
| "description": "Efforts to decrease methane emissions from operations." | |
| }, | |
| "Implementation of Circular Economy Practices": {"type": ["string", "null"]}, | |
| "Implementation of Circular Economy Practices Description": { | |
| "type": "string", | |
| "description": "Adoption of processes that emphasize reuse and recycling to minimize waste." | |
| }, | |
| "Collaboration with Industry Peers on Climate Action": {"type": ["string", "null"]}, | |
| "Collaboration with Industry Peers on Climate Action Description": { | |
| "type": "string", | |
| "description": "Joint initiatives with other organizations to address climate challenges." | |
| }, | |
| "Use of Science-Based Targets": {"type": ["boolean", "null"]}, | |
| "Use of Science-Based Targets Description": { | |
| "type": "string", | |
| "description": "Setting emission reduction targets in line with scientific recommendations." | |
| }, | |
| "Monitoring and Reporting Mechanisms": {"type": ["string", "null"]}, | |
| "Monitoring and Reporting Mechanisms Description": { | |
| "type": "string", | |
| "description": "Systems established to track and report emissions data accurately." | |
| } | |
| }, | |
| "required": [ | |
| "Renewable Energy Adoption", "Renewable Energy Adoption Description", | |
| "Energy Efficiency Improvements", "Energy Efficiency Improvements Description", | |
| "Electrification of Operations", "Electrification of Operations Description", | |
| "Carbon Capture and Storage (CCS) Implementation", "Carbon Capture and Storage (CCS) Implementation Description", | |
| "Reforestation and Afforestation Initiatives", "Reforestation and Afforestation Initiatives Description", | |
| "Sustainable Transportation Adoption", "Sustainable Transportation Adoption Description", | |
| "Supply Chain Emissions Reduction", "Supply Chain Emissions Reduction Description", | |
| "Waste-to-Energy Conversion", "Waste-to-Energy Conversion Description", | |
| "Carbon Offset Investments", "Carbon Offset Investments Description", | |
| "Climate Risk Assessment", "Climate Risk Assessment Description", | |
| "Climate Adaptation Strategies", "Climate Adaptation Strategies Description", | |
| "Internal Carbon Pricing", "Internal Carbon Pricing Description", | |
| "Net-Zero Target Year", "Net-Zero Target Year Description", | |
| "Interim Emission Reduction Targets", "Interim Emission Reduction Targets Description", | |
| "Employee Engagement in Sustainability", "Employee Engagement in Sustainability Description", | |
| "Investment in Low-Carbon Technologies", "Investment in Low-Carbon Technologies Description", | |
| "Public Disclosure of Net-Zero Progress", "Public Disclosure of Net-Zero Progress Description", | |
| "Third-Party Verification of Emission Data", "Third-Party Verification of Emission Data Description", | |
| "Participation in Carbon Markets", "Participation in Carbon Markets Description", | |
| "Development of Climate-Resilient Infrastructure", "Development of Climate-Resilient Infrastructure Description", | |
| "Reduction of Methane Emissions", "Reduction of Methane Emissions Description", | |
| "Implementation of Circular Economy Practices", "Implementation of Circular Economy Practices Description", | |
| "Collaboration with Industry Peers on Climate Action", "Collaboration with Industry Peers on Climate Action Description", | |
| "Use of Science-Based Targets", "Use of Science-Based Targets Description", | |
| "Monitoring and Reporting Mechanisms", "Monitoring and Reporting Mechanisms Description" | |
| ], | |
| "additionalProperties": False | |
| } | |
| }, | |
| "Materiality Parameters": { | |
| "type": "array", | |
| "items": { | |
| "type": "object", | |
| "properties": { | |
| "Stakeholder Engagement Level": { | |
| "type": ["string", "null"] | |
| }, | |
| "Stakeholder Engagement Level Description": { | |
| "type": "string", | |
| "description": "Degree to which stakeholders are involved in organizational activities or decisions." | |
| }, | |
| "Stakeholder Feedback Mechanisms": { | |
| "type": ["string", "null"] | |
| }, | |
| "Stakeholder Feedback Mechanisms Description": { | |
| "type": "string", | |
| "description": "Systems in place for stakeholders to provide feedback to the organization." | |
| }, | |
| "Identification of Material Issues": { | |
| "type": ["string", "null"] | |
| }, | |
| "Identification of Material Issues Description": { | |
| "type": "string", | |
| "description": "Process of determining the most significant environmental, social, and governance issues relevant to the organization." | |
| }, | |
| "Prioritization of Material Issues": { | |
| "type": ["string", "null"] | |
| }, | |
| "Prioritization of Material Issues Description": { | |
| "type": "string", | |
| "description": "Ranking of identified material issues based on their significance to stakeholders and the organization." | |
| }, | |
| "Double Materiality Assessment": { | |
| "type": ["string", "null"] | |
| }, | |
| "Double Materiality Assessment Description": { | |
| "type": "string", | |
| "description": "Evaluation considering both the organization's impact on sustainability matters and the impact of those matters on the organization." | |
| }, | |
| "Materiality Matrix Development": { | |
| "type": ["string", "null"] | |
| }, | |
| "Materiality Matrix Development Description": { | |
| "type": "string", | |
| "description": "Creation of a visual matrix plotting material issues based on their importance to stakeholders and the organization." | |
| }, | |
| "Regular Review of Material Issues": { | |
| "type": ["string", "null"] | |
| }, | |
| "Regular Review of Material Issues Description": { | |
| "type": "string", | |
| "description": "Frequency and process for updating the assessment of material issues." | |
| }, | |
| "Integration of Material Issues into Strategy": { | |
| "type": ["string", "null"] | |
| }, | |
| "Integration of Material Issues into Strategy Description": { | |
| "type": "string", | |
| "description": "How identified material issues are incorporated into the organization's strategic planning." | |
| }, | |
| "Disclosure of Material Issues": { | |
| "type": ["string", "null"] | |
| }, | |
| "Disclosure of Material Issues Description": { | |
| "type": "string", | |
| "description": "Public reporting on identified material issues and how they are managed." | |
| }, | |
| "Impact Assessment of Material Issues": { | |
| "type": ["string", "null"] | |
| }, | |
| "Impact Assessment of Material Issues Description": { | |
| "type": "string", | |
| "description": "Analysis of the potential or actual impact of material issues on the organization and its stakeholders." | |
| } | |
| }, | |
| "required": [ | |
| "Stakeholder Engagement Level", | |
| "Stakeholder Engagement Level Description", | |
| "Stakeholder Feedback Mechanisms", | |
| "Stakeholder Feedback Mechanisms Description", | |
| "Identification of Material Issues", | |
| "Identification of Material Issues Description", | |
| "Prioritization of Material Issues", | |
| "Prioritization of Material Issues Description", | |
| "Double Materiality Assessment", | |
| "Double Materiality Assessment Description", | |
| "Materiality Matrix Development", | |
| "Materiality Matrix Development Description", | |
| "Regular Review of Material Issues", | |
| "Regular Review of Material Issues Description", | |
| "Integration of Material Issues into Strategy", | |
| "Integration of Material Issues into Strategy Description", | |
| "Disclosure of Material Issues", | |
| "Disclosure of Material Issues Description", | |
| "Impact Assessment of Material Issues", | |
| "Impact Assessment of Material Issues Description" | |
| ], | |
| "additionalProperties": False | |
| } | |
| } | |
| }, | |
| "required": ["company_name", "Greenhouse Gas (GHG) Protocol Parameters", "Net Zero Intervention Parameters", "Materiality Parameters"], | |
| "additionalProperties": False | |
| } | |
| } | |
| } | |
| GEMINI_RESPONSE_FORMAT = { | |
| "type": "object", | |
| "properties": { | |
| "Company Name": { | |
| "type": "string", | |
| "description": "Name of the company." | |
| }, | |
| "Greenhouse Gas (GHG) Protocol Parameters": { | |
| "type": "object", | |
| "properties": { | |
| "Total GHG Emissions": { "type": "integer", "nullable": True, "description": "Total greenhouse gases emitted by the organization. Units: Metric Tons CO₂e." }, | |
| "Scope 1 Emissions": { "type": "integer", "nullable": True, "description": "Direct GHG emissions from owned or controlled sources. Units: Metric Tons CO₂e." }, | |
| "Scope 2 Emissions": { "type": "integer", "nullable": True, "description": "Indirect GHG emissions from the consumption of purchased electricity, steam, heating, and cooling. Units: Metric Tons CO₂e." }, | |
| "Scope 3 Emissions": { "type": "integer", "nullable": True, "description": "Other indirect emissions occurring in the value chain, including both upstream and downstream emissions. Units: Metric Tons CO₂e." }, | |
| "CO₂ Emissions": { "type": "integer", "nullable": True, "description": "Emissions of carbon dioxide. Units: Metric Tons CO₂." }, | |
| "CH₄ Emissions": { "type": "integer", "nullable": True, "description": "Emissions of methane. Units: Metric Tons CH₄." }, | |
| "N₂O Emissions": { "type": "integer", "nullable": True, "description": "Emissions of nitrous oxide. Units: Metric Tons N₂O." }, | |
| "HFC Emissions": { "type": "integer", "nullable": True, "description": "Emissions of hydrofluorocarbons. Units: Metric Tons HFCs" }, | |
| "PFC Emissions": { "type": "integer", "nullable": True, "description": "Emissions of perfluorocarbons. Units: Metric Tons PFCs" }, | |
| "SF₆ Emissions": { "type": "integer", "nullable": True, "description": "Emissions of sulfur hexafluoride. Units: Metric Tons SF₆." }, | |
| "NF₃ Emissions": { "type": "integer", "nullable": True, "description": "Emissions of nitrogen trifluoride. Units: Metric Tons NF₃." }, | |
| "Biogenic CO₂ Emissions": { "type": "integer", "nullable": True, "description": "CO₂ emissions from biological sources. Units: Metric Tons CO₂." }, | |
| "Emissions Intensity per Revenue": { "type": "number", "nullable": True, "description": "GHG emissions per unit of revenue. Units: Metric Tons CO₂e / Revenue." }, | |
| "Emissions Intensity per Employee": { "type": "number", "nullable": True, "description": "GHG emissions per employee. Units: Metric Tons CO₂e / Employee." }, | |
| "Base Year Emissions": { "type": "integer", "nullable": True, "description": "GHG emissions in the base year for comparison. Units: Metric Tons CO₂e." }, | |
| "Emissions Reduction Target": { "type": "number", "nullable": True, "description": "Targeted percentage reduction in GHG emissions. Units: Percentage (%)." }, | |
| "Emissions Reduction Achieved": { "type": "number", "nullable": True, "description": "Actual percentage reduction in GHG emissions achieved. Units: Percentage (%)." }, | |
| "Energy Consumption": { "type": "number", "nullable": True, "description": "Total energy consumed by the organization. Units: MWh or GJ." }, | |
| "Renewable Energy Consumption": { "type": "number", "nullable": True, "description": "Amount of energy consumed from renewable sources. Units: MWh or GJ." }, | |
| "Non-Renewable Energy Consumption": { "type": "number", "nullable": True, "description": "Amount of energy consumed from non-renewable sources. Units: MWh or GJ." }, | |
| "Energy Intensity per Revenue": { "type": "number", "nullable": True, "description": "Energy consumption per unit of revenue. Units: MWh or GJ / Revenue." }, | |
| "Energy Intensity per Employee": { "type": "number", "nullable": True, "description": "Energy consumption per employee. Units: MWh or GJ / Employee." }, | |
| "Fuel Consumption": { "type": "number", "nullable": True, "description": "Total fuel consumed by the organization. Units: Liters or GJ." }, | |
| "Electricity Consumption": { "type": "number", "nullable": True, "description": "Total electricity consumed. Units: MWh." }, | |
| "Heat Consumption": { "type": "number", "nullable": True, "description": "Total heat energy consumed. Units: GJ." }, | |
| "Steam Consumption": { "type": "number", "nullable": True, "description": "Total steam energy consumed. Units: GJ." }, | |
| "Cooling Consumption": { "type": "number", "nullable": True, "description": "Total energy consumed for cooling. Units: GJ." }, | |
| "Purchased Goods and Services Emissions": { "type": "integer", "nullable": True, "description": "Emissions from purchased goods and services. Units: Metric Tons CO₂e." }, | |
| "Capital Goods Emissions": { "type": "integer", "nullable": True, "description": "Emissions from the production of capital goods. Units: Metric Tons CO₂e." }, | |
| "Fuel- and Energy-Related Activities Emissions": { "type": "integer", "nullable": True, "description": "Emissions related to fuel and energy production not included in Scope 1 or 2. Units: Metric Tons CO₂e." }, | |
| "Upstream Transportation and Distribution Emissions": { "type": "integer", "nullable": True, "description": "Emissions from transportation and distribution in the supply chain. Units: Metric Tons CO₂e." }, | |
| "Waste Generated in Operations Emissions": { "type": "integer", "nullable": True, "description": "Emissions from waste generated during operations. Units: Metric Tons CO₂e." }, | |
| "Business Travel Emissions": { "type": "integer", "nullable": True, "description": "Emissions from employee business travel. Units: Metric Tons CO₂e." }, | |
| "Employee Commuting Emissions": { "type": "integer", "nullable": True, "description": "Emissions from employees commuting to and from work. Units: Metric Tons CO₂e." }, | |
| "Upstream Leased Assets Emissions": { "type": "integer", "nullable": True, "description": "Emissions from leased assets upstream in the value chain. Units: Metric Tons CO₂e." }, | |
| "Downstream Transportation and Distribution Emissions": { "type": "integer", "nullable": True, "description": "Emissions from transportation and distribution of sold products. Units: Metric Tons CO₂e." }, | |
| "Processing of Sold Products Emissions": { "type": "integer", "nullable": True, "description": "Emissions from processing intermediate products sold by the organization. Units: Metric Tons CO₂e." }, | |
| "Use of Sold Products Emissions": { "type": "integer", "nullable": True, "description": "Emissions from the use of sold products by consumers. Units: Metric Tons CO₂e." }, | |
| "End-of-Life Treatment of Sold Products Emissions": { "type": "integer", "nullable": True, "description": "Emissions from the disposal of sold products at end of life. Units: Metric Tons CO₂e." }, | |
| "Downstream Leased Assets Emissions": { "type": "integer", "nullable": True, "description": "Emissions from leased assets downstream in the value chain. Units: Metric Tons CO₂e." }, | |
| "Franchises Emissions": { "type": "integer", "nullable": True, "description": "Emissions from franchise operations. Units: Metric Tons CO₂e." }, | |
| "Investments Emissions": { "type": "integer", "nullable": True, "description": "Emissions from investments. Units: Metric Tons CO₂e." }, | |
| "Carbon Offsets Purchased": { "type": "integer", "nullable": True, "description": "Amount of carbon offsets purchased. Units: Metric Tons CO₂e." }, | |
| "Net GHG Emissions": { "type": "integer", "nullable": True, "description": "GHG emissions after accounting for offsets. Units: Metric Tons CO₂e." }, | |
| "Carbon Sequestration": { "type": "integer", "nullable": True, "description": "Amount of CO₂ sequestered or captured. Units: Metric Tons CO₂e." } | |
| }, | |
| "propertyOrdering": [ | |
| "Total GHG Emissions", | |
| "Scope 1 Emissions", | |
| "Scope 2 Emissions", | |
| "Scope 3 Emissions", | |
| "CO₂ Emissions", | |
| "CH₄ Emissions", | |
| "N₂O Emissions", | |
| "HFC Emissions", | |
| "PFC Emissions", | |
| "SF₆ Emissions", | |
| "NF₃ Emissions", | |
| "Biogenic CO₂ Emissions", | |
| "Emissions Intensity per Revenue", | |
| "Emissions Intensity per Employee", | |
| "Base Year Emissions", | |
| "Emissions Reduction Target", | |
| "Emissions Reduction Achieved", | |
| "Energy Consumption", | |
| "Renewable Energy Consumption", | |
| "Non-Renewable Energy Consumption", | |
| "Energy Intensity per Revenue", | |
| "Energy Intensity per Employee", | |
| "Fuel Consumption", | |
| "Electricity Consumption", | |
| "Heat Consumption", | |
| "Steam Consumption", | |
| "Cooling Consumption", | |
| "Purchased Goods and Services Emissions", | |
| "Capital Goods Emissions", | |
| "Fuel- and Energy-Related Activities Emissions", | |
| "Upstream Transportation and Distribution Emissions", | |
| "Waste Generated in Operations Emissions", | |
| "Business Travel Emissions", | |
| "Employee Commuting Emissions", | |
| "Upstream Leased Assets Emissions", | |
| "Downstream Transportation and Distribution Emissions", | |
| "Processing of Sold Products Emissions", | |
| "Use of Sold Products Emissions", | |
| "End-of-Life Treatment of Sold Products Emissions", | |
| "Downstream Leased Assets Emissions", | |
| "Franchises Emissions", | |
| "Investments Emissions", | |
| "Carbon Offsets Purchased", | |
| "Net GHG Emissions", | |
| "Carbon Sequestration" | |
| ] | |
| } | |
| }, | |
| "propertyOrdering": ["Company Name", "Greenhouse Gas (GHG) Protocol Parameters"] | |
| } | |
| class Parameter(BaseModel): | |
| """ | |
| A generic class to hold details for a sustainability metric. | |
| """ | |
| synonym: str | |
| uom: str | |
| description: str | |
| value: str | |
| class GreenhouseGasGHGProtocolParameters(BaseModel): | |
| Total_GHG_Emissions: Parameter | |
| Scope_1_Emissions: Parameter | |
| Scope_2_Emissions: Parameter | |
| Scope_3_Emissions: Parameter | |
| CO2_Emissions: Parameter | |
| CH4_Emissions: Parameter | |
| N2O_Emissions: Parameter | |
| HFC_Emissions: Parameter | |
| PFC_Emissions: Parameter | |
| SF6_Emissions: Parameter | |
| NF3_Emissions: Parameter | |
| Biogenic_CO2_Emissions: Parameter | |
| Emissions_Intensity_per_Revenue: Parameter | |
| Emissions_Intensity_per_Employee: Parameter | |
| Base_Year_Emissions: Parameter | |
| Emissions_Reduction_Target: Parameter | |
| Emissions_Reduction_Achieved: Parameter | |
| Energy_Consumption: Parameter | |
| Renewable_Energy_Consumption: Parameter | |
| Non_Renewable_Energy_Consumption: Parameter | |
| Energy_Intensity_per_Revenue: Parameter | |
| Energy_Intensity_per_Employee: Parameter | |
| Fuel_Consumption: Parameter | |
| Electricity_Consumption: Parameter | |
| Heat_Consumption: Parameter | |
| Steam_Consumption: Parameter | |
| Cooling_Consumption: Parameter | |
| Purchased_Goods_and_Services_Emissions: Parameter | |
| Capital_Goods_Emissions: Parameter | |
| Fuel_and_Energy_Related_Activities_Emissions: Parameter | |
| Upstream_Transportation_and_Distribution_Emissions: Parameter | |
| Waste_Generated_in_Operations_Emissions: Parameter | |
| Business_Travel_Emissions: Parameter | |
| Employee_Commuting_Emissions: Parameter | |
| Upstream_Leased_Assets_Emissions: Parameter | |
| # Downstream_Transportation_and_Distribution_Emissions: Parameter | |
| # Processing_of_Sold_Products_Emissions: Parameter | |
| # Use_of_Sold_Products_Emissions: Parameter | |
| # End_of_Life_Treatment_of_Sold_Products_Emissions: Parameter | |
| # Downstream_Leased_Assets_Emissions: Parameter | |
| # Franchises_Emissions: Parameter | |
| # Investments_Emissions: Parameter | |
| # Carbon_Offsets_Purchased: Parameter | |
| # Net_GHG_Emissions: Parameter | |
| # Carbon_Sequestration: Parameter | |
| class EmissionData(BaseModel): | |
| GreenhouseGasGHGProtocolParameters: GreenhouseGasGHGProtocolParameters |