Issue 1:
I saw an issue with aggs not working when upgrading from 1.4.4 to 1.5.1. I was able to reproduce with generic data in both a linux server (ubuntu on CircleCI) and OS X on my laptop locally. (nice to have CI)

After some debugging, I was able to narrow it down to adding a second mapping where the second mapping's doc type has the same name as the first mapping's nested object. The following script below will return 0 or null aggs results for the stats aggregation in 1.5.1 when the second mapping is applied. Without the second mapping, this isn't an issue, and in 1.4.4 this isn't an issue.

Cheers,

Aleck

#!/bin/bash
# Aleck Landgraf - Elasticsearch 1.5.1 aggs tests with various mappings
# This test will return 0 or null aggregations for elasticsearch version 1.5.1
# and return valid aggs on 1.4.4. See output at the bottom.
#
# Comment out line 35 (mapping of building_snapshot) to work on 1.5.1.
#
# I've only tested for the value_counts and stats aggs, but more are probably
# affected.

echo ""
echo "get elasticsearch version for debug"
echo ""
curl -XGET localhost:9200
echo ""

echo ""
echo "drop index"
echo ""
curl -XDELETE localhost:9200/test
echo ""

echo ""
echo ""
echo "create index"
echo ""
curl -XPUT localhost:9200/test
echo ""

echo ""
echo "create mappings"
echo ""
curl -XPUT localhost:9200/test/_mapping/test -d '{"test": {"properties": {"building_snapshot": {"properties": {"lot_number": {"type": "string"}, "owner_address": {"type": "string"}, "owner_postal_code": {"type": "string"}, "block_number": {"type": "string"}, "project_buildings": {"type": "nested"}, "source_eui_weather_normalized": {"type": "float"}, "owner_email": {"type": "string"}, "year_ending": {"type": "date"}, "building_count": {"type": "float"}, "meters": {"index_name": "meter", "type": "string"}, "owner": {"type": "string"}, "site_eui": {"type": "float"}, "address_line_1": {"type": "string"}, "occupied_floor_area": {"type": "float"}, "source_eui": {"type": "float"}, "custom_id_1": {"index": "not_analyzed", "type": "string", "doc_values": true}, "city": {"type": "string"}, "property_notes": {"type": "string"}, "district": {"type": "string"}, "location": {"type": "geo_point"}, "latitude": {"type": "float"}, "generation_date": {"type": "date"}, "extra_data": {"type": "object", "properties": {"Wall Insulation Location": {"type": "string"}, "Audit Cost": {"ignore_malformed": true, "type": "float"}, "Design Food Sales - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Exterior Shading Type": {"type": "string"}, "Design Electricity Use - Grid Purchase (kBtu)": {"ignore_malformed": true, "type": "float"}, "Design Coal - Anthracite Use (kBtu)": {"ignore_malformed": true, "type": "float"}, "Static Pressure Reset Control": {"type": "string"}, "Annual Water Savings": {"ignore_malformed": true, "type": "float"}, "Library - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Evaporatively Cooled Condenser Minimum Temperature": {"ignore_malformed": true, "type": "float"}, "Weather Normalized Site Natural Gas Use (therms)": {"ignore_malformed": true, "type": "float"}, "Mailing Center/Post Office - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Fuel Interruptibility": {"type": "string"}, "Building air leakage": {"ignore_malformed": true, "type": "float"}, "Indoor Water Cost (All Water Sources) ($)": {"ignore_malformed": true, "type": "float"}, "Footprint Shape": {"type": "string"}, "Guiding Principle 4.7 Indoor Environment - Tobacco Smoke Control": {"type": "string"}, "Hotel - Gym/fitness Center Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Refrigerant Return Line Diameter": {"ignore_malformed": true, "type": "float"}, "Transportation Terminal/Station - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Other - Recreation - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Outside Air Reset Minimum Heating Supply Temperature": {"ignore_malformed": true, "type": "float"}, "Typical Exterior Shading Depth": {"ignore_malformed": true, "type": "float"}, "Annual Net Emissions": {"ignore_malformed": true, "type": "float"}, "Combustion Efficiency": {"ignore_malformed": true, "type": "float"}, "Non-Refrigerated Warehouse - Percent That Can Be Cooled": {"ignore_malformed": true, "type": "float"}, "Design Other - Entertainment/Public Assembly - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Schedule End Month": {"ignore_malformed": true, "type": "float"}, "Police Station - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Other - Mall - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Other - Education - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Ignition Type": {"type": "string"}, "PV Module Rated Power": {"ignore_malformed": true, "type": "float"}, "Space Occupant Capacity": {"ignore_malformed": true, "type": "float"}, "Supply Duct Percent Conditioned Space": {"ignore_malformed": true, "type": "float"}, "Medical Office - Percent That Can Be Cooled": {"ignore_malformed": true, "type": "float"}, "Water collected for Reuse": {"type": "string"}, "Convenience Store without Gas Station - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Minimum Fan Speed as a Fraction of Maximum - Heating": {"ignore_malformed": true, "type": "float"}, "Senior Care Community - Percent That Can Be Heated": {"ignore_malformed": true, "type": "float"}, "Conveyance Standby Time": {"ignore_malformed": true, "type": "date", "format": "MM/dd/yyyy||yyyy-MM-dd||d-MMM-y||dd-MMM-y||dd-MMM-yy||date_optional_time"}, "Lighting Control Type Manual": {"type": "string"}, "Wood Cost ($)": {"ignore_malformed": true, "type": "float"}, "Hotel- Number of guest meals served per year": {"ignore_malformed": true, "type": "float"}, "Floors Above Grade": {"ignore_malformed": true, "type": "float"}, "Contact Name": {"type": "string"}, "Enclosed Mall - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Cooling Delivery Type": {"type": "string"}, "Dishwasher Year of Manufacture": {"ignore_malformed": true, "type": "date", "format": "MM/dd/yyyy||yyyy-MM-dd||d-MMM-y||dd-MMM-y||dd-MMM-yy||date_optional_time"}, "Percent of Total Electricity Generated from Onsite Renewable Systems": {"ignore_malformed": true, "type": "float"}, "Water/Wastewater Site EUI - Adjusted to Current Year (kBtu/gpd)": {"ignore_malformed": true, "type": "float"}, "Design Manufacturing/Industrial Plant - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Personal Services (Health/Beauty, Dry Cleaning, etc.) - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Worship Facility - Commercial Refrigeration Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Guiding Principle 1.4 Integrated -Occupant Feedback": {"type": "string"}, "Property Use Detail Alerts": {"type": "string"}, "Vertical Abutments": {"type": "string"}, "Premises Street Address 2": {"type": "string"}, "Evaporatively Cooled Condenser": {"type": "string"}, "Other - Stadium - Percent That Can Be Heated": {"ignore_malformed": true, "type": "float"}, "Premises Name": {"type": "string"}, "Foundation Wall Below Grade Depth": {"ignore_malformed": true, "type": "float"}, "Glass Type": {"type": "string"}, "Certification Version": {"type": "string"}, "Foundation Wall Insulation Continuity": {"type": "string"}, "Date Property Last Modified": {"ignore_malformed": true, "type": "date", "format": "MM/dd/yyyy||yyyy-MM-dd||d-MMM-y||dd-MMM-y||dd-MMM-yy||date_optional_time"}, "Bar/Nightclub - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Casino - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Other - Technology/Science - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Specular Reflectors": {"type": "string"}, "Repair Services (Vehicle, Shoe, Locksmith, etc.) - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Design Stadium (Open) - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Third Party Certification Date Achieved": {"ignore_malformed": true, "type": "date", "format": "MM/dd/yyyy||yyyy-MM-dd||d-MMM-y||dd-MMM-y||dd-MMM-yy||date_optional_time"}, "Design Other - Technology/Science - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Mailing Center/Post Office - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Casino - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Federal Agency/Department": {"type": "string"}, "Audit Date": {"ignore_malformed": true, "type": "date", "format": "MM/dd/yyyy||yyyy-MM-dd||d-MMM-y||dd-MMM-y||dd-MMM-yy||date_optional_time"}, "Aquarium - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Medical Office - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Owner City": {"type": "string"}, "Quantity of Processed Laundry": {"ignore_malformed": true, "type": "float"}, "NYC Borough, Block and Lot (BBL)": {"type": "string"}, "Premises Occupancy Classification": {"type": "string"}, "Other - Public Services - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Guiding Principle 2.3 Energy - Onsite Renewable": {"type": "string"}, "Residence Hall/Dormitory - Room Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Interior Shading Type": {"type": "string"}, "Lifestyle Center - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Performing Arts - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "National Median Source Energy Use (kBtu)": {"ignore_malformed": true, "type": "float"}, "Floor Framing Factor": {"ignore_malformed": true, "type": "float"}, "Cooling Efficiency Units": {"type": "string"}, "Fuel Oil #4 Use (kBtu)": {"ignore_malformed": true, "type": "float"}, "Evaporatively Cooled Condenser Maximum Temperature": {"ignore_malformed": true, "type": "float"}, "Sequencing": {"type": "string"}, "Hotel- Hours per day guests on-site": {"ignore_malformed": true, "type": "float"}, "Other - Entertainment/Public Assembly - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Minimum Part Load Ratio": {"ignore_malformed": true, "type": "float"}, "Generation Capacity": {"ignore_malformed": true, "type": "float"}, "Water Fixture Fraction Hot Water": {"ignore_malformed": true, "type": "float"}, "Energy/Power Station - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Design Water/Wastewater Source EUI (kBtu/gpd)": {"ignore_malformed": true, "type": "float"}, "Other - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Primary Service Hot Water Type": {"type": "string"}, "Source Energy Use Intensity": {"ignore_malformed": true, "type": "float"}, "Multifamily Housing - Number of Bedrooms": {"ignore_malformed": true, "type": "float"}, "Shared Resource System": {"type": "string"}, "Worship Facility - Cooking Facilities": {"ignore_malformed": true, "type": "float"}, "Guiding Principle 4.3 Indoor Environment - Automated Lighting Controls": {"type": "string"}, "K-12 School - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Design Medical Office - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Indoor Water Use (All Water Sources) (kgal)": {"ignore_malformed": true, "type": "float"}, "Movie Theater - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Regional Average EUI": {"type": "string"}, "Other - Education - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Dishwasher Quantity": {"ignore_malformed": true, "type": "float"}, "Design Electricity Use - Grid Purchase and Onsite Renewable Energy (kBtu)": {"ignore_malformed": true, "type": "float"}, "Energy/Power Station - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Pre-school/Daycare - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Motor Application": {"type": "string"}, "Premises County": {"type": "string"}, "Fire Station - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Other - Lodging/Residential - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Hotel- Number of Rooms": {"ignore_malformed": true, "type": "float"}, "Longitude": {"ignore_malformed": true, "type": "float"}, "Office - Percent That Can Be Cooled": {"ignore_malformed": true, "type": "float"}, "Federal Property": {"type": "string"}, "Manufacturing/Industrial Plant - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Medical Office - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Outside Lighting Type": {"type": "string"}, "Pre-school/Daycare - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Guiding Principle 1.3 Integrated - Plan": {"type": "string"}, "Medical Office - Surgery Center Size (ft2)": {"ignore_malformed": true, "type": "float"}, "Diesel Cost ($)": {"ignore_malformed": true, "type": "float"}, "Senior Care Community - Living Unit Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Complete Resource": {"type": "string"}, "Contact Type": {"type": "string"}, "Fuel Oil #1 Use (kBtu)": {"ignore_malformed": true, "type": "float"}, "Roof Insulation Material": {"type": "string"}, "Other - Technology/Science - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Hot Water Reset Control": {"type": "string"}, "College/University - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Solar Thermal System Collector Loop Type": {"type": "string"}, "Window Layout": {"type": "string"}, "Other - Specialty Hospital - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Most Recent Sale Date": {"ignore_malformed": true, "type": "date", "format": "MM/dd/yyyy||yyyy-MM-dd||d-MMM-y||dd-MMM-y||dd-MMM-yy||date_optional_time"}, "Social/Meeting Hall - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Other - Restaurant/Bar - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Design Residence Hall/Dormitory - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Daylighting Control Steps": {"type": "string"}, "Ice/Curling Rink - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Weather Normalized Site Natural Gas Intensity (therms/ft2)": {"ignore_malformed": true, "type": "float"}, "Door Operation": {"type": "string"}, "Fitness Center/Health Club/Gym - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Adult Education - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Other Water Sources: Combined Indoor/Outdoor or Other Use (kgal)": {"ignore_malformed": true, "type": "float"}, "Central Refrigeration System": {"type": "string"}, "Design Convenience Store with Gas Station - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Building Operator Type": {"type": "string"}, "Bank Branch - Percent That Can Be Cooled": {"ignore_malformed": true, "type": "float"}, "Water Cost": {"ignore_malformed": true, "type": "float"}, "Pipe Location": {"type": "string"}, "Pump Control Type": {"type": "string"}, "Design Barracks - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Day Start Hour": {"ignore_malformed": true, "type": "float"}, "Guiding Principle 5.5 Materials - Ozone Depleting Compounds": {"type": "string"}, "Skylight Layout": {"type": "string"}, "Design Fuel Oil #1 Use (kBtu)": {"ignore_malformed": true, "type": "float"}, "Design Fitness Center/Health Club/Gym - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Cost Effectiveness Screening Method": {"type": "string"}, "Metered Areas (Energy)": {"type": "string"}, "Restaurant - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Cooling Refrigerant": {"type": "string"}, "Certification Value": {"type": "string"}, "Financial Office - Percent That Can Be Heated": {"ignore_malformed": true, "type": "float"}, "Design Other - Stadium - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Wholesale Club/Supercenter- Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Pool Volume": {"ignore_malformed": true, "type": "float"}, "Floor Area Type": {"type": "string"}, "Hotel - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Roller Rink - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Static Pressure": {"ignore_malformed": true, "type": "float"}, "Other Water Sources - Outdoor Cost ($)": {"ignore_malformed": true, "type": "float"}, "Food Sales - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Part Load Ratio Below Which Hot Gas Bypass Operates": {"ignore_malformed": true, "type": "float"}, "Equipment Disposal and Salvage Costs": {"ignore_malformed": true, "type": "float"}, "Minimum Power Factor Without Penalty": {"ignore_malformed": true, "type": "float"}, "Wall Exterior Solar Absorptance": {"ignore_malformed": true, "type": "float"}, "HPWH Minimum Air Temperature": {"ignore_malformed": true, "type": "float"}, "Worship Facility - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Other Water Sources - Indoor Cost ($)": {"ignore_malformed": true, "type": "float"}, "Percent Better than National Median Water/Wastewater Site EUI": {"ignore_malformed": true, "type": "float"}, "Wholesale Club/Supercenter- Percent That Can Be Heated": {"ignore_malformed": true, "type": "float"}, "Multifamily Housing - Number of Laundry Hookups in All Units": {"ignore_malformed": true, "type": "float"}, "Scenario Qualifier": {"type": "string"}, "Skylight Glazing": {"type": "string"}, "Audit Team Member Certification Type": {"type": "string"}, "Space Number of FTE Workers": {"ignore_malformed": true, "type": "float"}, "Convenience Store with Gas Station - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Courthouse - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Lamp Length": {"ignore_malformed": true, "type": "float"}, "Other - Entertainment/Public Assembly - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Fuel Oil (No. 5 and No. 6) Cost ($)": {"ignore_malformed": true, "type": "float"}, "Azimuth": {"ignore_malformed": true, "type": "float"}, "Auditor Qualification": {"type": "string"}, "Swimming Pool - Approximate Pool Size": {"ignore_malformed": true, "type": "float"}, "Number of Buildings": {"ignore_malformed": true, "type": "float"}, "Wall Insulation Condition": {"type": "string"}, "Fan Type": {"type": "string"}, "Design Other - Specialty Hospital - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Senior Care Community - Number of Residential Electronic Lift Systems": {"ignore_malformed": true, "type": "float"}, "Design Target Energy Cost ($)": {"ignore_malformed": true, "type": "float"}, "SHW Efficiency": {"ignore_malformed": true, "type": "float"}, "Typical Wall R-Value": {"ignore_malformed": true, "type": "float"}, "Conveyance Peak Time": {"ignore_malformed": true, "type": "date", "format": "MM/dd/yyyy||yyyy-MM-dd||d-MMM-y||dd-MMM-y||dd-MMM-yy||date_optional_time"}, "Other - Stadium - Percent That Can Be Cooled": {"ignore_malformed": true, "type": "float"}, "Design Senior Care Community - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Data Center - PDU Output Site Energy (kWh)": {"ignore_malformed": true, "type": "float"}, "Space Name": {"type": "string"}, "Premises Year Completed": {"ignore_malformed": true, "type": "date", "format": "MM/dd/yyyy||yyyy-MM-dd||d-MMM-y||dd-MMM-y||dd-MMM-yy||date_optional_time"}, "Weather Normalized Site Electricity Intensity (kWh/ft2)": {"ignore_malformed": true, "type": "float"}, "End Use": {"type": "string"}, "Compressor Staging": {"type": "string"}, "Senior Care Community - Commercial Refrigeration Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Other - Recreation - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Motor Pole Count": {"ignore_malformed": true, "type": "float"}, "Number of Luminaires": {"ignore_malformed": true, "type": "float"}, "Schedule Day": {"ignore_malformed": true, "type": "float"}, "Room Density": {"ignore_malformed": true, "type": "float"}, "Adult Education - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Vocational School - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Reference For Rate Structure": {"type": "string"}, "Recirculation Flow Rate": {"ignore_malformed": true, "type": "float"}, "Indoor Water Intensity (All Water Sources) (gal/ft2)": {"ignore_malformed": true, "type": "float"}, "Floor Framing Material": {"type": "string"}, "Distribution Center - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Water Use Type": {"type": "string"}, "Space Floors Above Grade": {"ignore_malformed": true, "type": "float"}, "Natural Gas Cost ($)": {"ignore_malformed": true, "type": "float"}, "Design Convenience Store without Gas Station - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Hotel - Type of Laundry Facility": {"type": "string"}, "Manufacturing/Industrial Plant - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Solar Thermal System Storage Volume": {"ignore_malformed": true, "type": "float"}, "Measure Life": {"ignore_malformed": true, "type": "float"}, "Parasitic Fuel Consumption Rate": {"ignore_malformed": true, "type": "float"}, "Propane Cost ($)": {"ignore_malformed": true, "type": "float"}, "Net Refrigeration Capacity": {"ignore_malformed": true, "type": "float"}, "Owner Name": {"type": "string"}, "Capacity Unit": {"type": "string"}, "Other - Public Services - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Percent Better than National Median Source EUI": {"ignore_malformed": true, "type": "float"}, "Humidity Control Minimum": {"ignore_malformed": true, "type": "float"}, "Maximum Outside Air Flow Rate": {"ignore_malformed": true, "type": "float"}, "Pump Power Demand": {"ignore_malformed": true, "type": "float"}, "Deck Type": {"type": "string"}, "Target Source Energy Use (kBtu)": {"ignore_malformed": true, "type": "float"}, "Cooking Capacity Unit": {"type": "string"}, "Other - Public Services - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Distribution Center - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Primary Cooling Type": {"type": "string"}, "Financial Office - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Senior Care Community - Electronic Lift Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Site Energy Use Intensity": {"ignore_malformed": true, "type": "float"}, "Site EUI - Adjusted to Current Year (kBtu/ft2)": {"ignore_malformed": true, "type": "float"}, "Repair Services (Vehicle, Shoe, Locksmith, etc.) - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "K-12 School - Months in Use": {"ignore_malformed": true, "type": "float"}, "Floor Insulation Condition": {"type": "string"}, "Electricity": {"type": "string"}, "Municipally Supplied Reclaimed Water - Outdoor Use (kgal)": {"ignore_malformed": true, "type": "float"}, "Vocational School - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Other Water Sources - Indoor Use (kgal)": {"ignore_malformed": true, "type": "float"}, "Auditor Qualification State": {"type": "string"}, "Wholesale Club/Supercenter- Number of Open or Closed Refrigeration/Freezer Units": {"ignore_malformed": true, "type": "float"}, "PV System Racking System Tilt Angle Min": {"ignore_malformed": true, "type": "float"}, "Off-Cycle Heat Loss Coefficient": {"ignore_malformed": true, "type": "float"}, "Fast Food Restaurant - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Data Center - PDU Input Site Energy (kWh)": {"ignore_malformed": true, "type": "float"}, "Dishwasher Hot Water Use": {"ignore_malformed": true, "type": "float"}, "Distribution Center - Percent That Can Be Cooled": {"ignore_malformed": true, "type": "float"}, "Pump Efficiency": {"ignore_malformed": true, "type": "float"}, "Distribution Center - Number of Walk-in Refrigeration/Freezer Units": {"ignore_malformed": true, "type": "float"}, "Floors Below Grade": {"ignore_malformed": true, "type": "float"}, "Transportation Terminal/Station - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Design Fuel Oil #5 & 6 Use (kBtu)": {"ignore_malformed": true, "type": "float"}, "Other - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Distribution Center - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Guiding Principle 3.1 Indoor Water - Option 1": {"type": "string"}, "Guiding Principle 3.1 Indoor Water - Option 2": {"type": "string"}, "Electricity Price Escalation Rate": {"type": "string"}, "Retail Store - Number of Cash Registers": {"ignore_malformed": true, "type": "float"}, "Laboratory - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Indoor Arena - Ice Events": {"ignore_malformed": true, "type": "float"}, "Dryer Secondary Energy Use Per Load": {"ignore_malformed": true, "type": "float"}, "Investment in Energy Projects, Cumulative ($)": {"ignore_malformed": true, "type": "float"}, "Conveyance Peak Power": {"ignore_malformed": true, "type": "float"}, "Design Site Energy Use (kBtu)": {"ignore_malformed": true, "type": "float"}, "Suction Vapor Temperature": {"ignore_malformed": true, "type": "float"}, "Senior Care Community - Number of Residential Living Units": {"ignore_malformed": true, "type": "float"}, "Electrical Plug Load Intensity": {"ignore_malformed": true, "type": "float"}, "Bank Branch - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Design Hotel - 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Generated from Onsite Renewable Systems and Exported (kWh)": {"ignore_malformed": true, "type": "float"}, "Primary Contact": {"type": "string"}, "Average Daily Hours": {"ignore_malformed": true, "type": "float"}, "Courthouse - Number of Computers": {"ignore_malformed": true, "type": "float"}, "eGRID Output Emissions Rate (kgCO2e/MBtu)": {"ignore_malformed": true, "type": "float"}, "Other - Stadium - Enclosed Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Stadium (Closed) - Number of Concert/Show Events per Year": {"ignore_malformed": true, "type": "float"}, "Design Financial Office - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Heat Pump Backup AFUE": {"ignore_malformed": true, "type": "float"}, "Target Finder EUI": {"ignore_malformed": true, "type": "float"}, "ENERGY STAR Certification - Year(s) Certified": {"type": "string"}, "Coke Use (kBtu)": {"ignore_malformed": true, "type": "float"}, "Adult Education - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "NAICS Code": {"type": "string"}, "Self-Storage Facility - 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Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Weather Data Station ID": {"type": "string"}, "Plug Load Peak Power": {"ignore_malformed": true, "type": "float"}, "Type of Measure": {"type": "string"}, "Active Dehumidification": {"type": "string"}, "Design ENERGY STAR Score": {"ignore_malformed": true, "type": "float"}, "Wholesale Club/Supercenter- Exterior Entrance to the Public": {"ignore_malformed": true, "type": "float"}, "College/University - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Kerosene Cost ($)": {"ignore_malformed": true, "type": "float"}, "Design Zoo - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Design Liquid Propane Use (kBtu)": {"ignore_malformed": true, "type": "float"}, "Window Orientation": {"ignore_malformed": true, "type": "float"}, "Fitness Center/Health Club/Gym - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "National Median Energy Cost ($)": {"ignore_malformed": true, "type": "float"}, "Dryer Primary Energy Use Per Load": {"ignore_malformed": true, "type": "float"}, "Library - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Alternative Water Generated On-Site - Indoor Intensity (gal/ft2)": {"ignore_malformed": true, "type": "float"}, "Fan Design Static Pressure": {"ignore_malformed": true, "type": "float"}, "Solar Thermal System Collector Type": {"type": "string"}, "Office - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Net Metering": {"type": "string"}, "Demand Window": {"type": "string"}, "Recirculation Loop Count": {"ignore_malformed": true, "type": "float"}, "Lot Size": {"ignore_malformed": true, "type": "float"}, "K-12 School - Refrigeration Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Compressor Unloader": {"type": "string"}, "Design Multifamily Housing - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Annual Fuel Use Native Units (Native Units)": {"type": "string"}, "Municipally Supplied Potable Water - Indoor Cost Intensity ($/ft2)": {"ignore_malformed": true, "type": "float"}, "Convenience Store with Gas Station - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Clothes Washer Modified Energy Factor": {"ignore_malformed": true, "type": "float"}, "Multifamily Housing - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Worship Facility - Number of Commercial Refrigeration/Freezer Units": {"ignore_malformed": true, "type": "float"}, "Number of Refrigerant Return Lines": {"ignore_malformed": true, "type": "float"}, "National Median Source EUI (kBtu/ft2)": {"ignore_malformed": true, "type": "float"}, "Property Data Administrator": {"type": "string"}, "Natural Ventilation Method": {"type": "string"}, "Outpatient Rehabilitation/Physical Therapy - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "K-12 School - Student Seating Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Performing Arts - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Percent of Roof Terraces": {"ignore_malformed": true, "type": "float"}, "Cooling Control Strategy": {"type": "string"}, "Rate Structure Effective Date": {"ignore_malformed": true, "type": "date", "format": "MM/dd/yyyy||yyyy-MM-dd||d-MMM-y||dd-MMM-y||dd-MMM-yy||date_optional_time"}, "Overhang Height above Window": {"ignore_malformed": true, "type": "float"}, "Typical Skylights SHGC": {"ignore_malformed": true, "type": "float"}, "MV Cost": {"ignore_malformed": true, "type": "float"}, "Transportation Terminal/Station - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Race Track - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Hotel - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Target % Better Than Median Source EUI": {"ignore_malformed": true, "type": "float"}, "Bowling Alley - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Guiding Principle 3.2 Water - Outdoor Water Any Option (Any Option)": {"type": "string"}, "Other - Utility - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Alternative Water Generated On-Site - Indoor Cost ($)": {"ignore_malformed": true, "type": "float"}, "PV Module Width": {"ignore_malformed": true, "type": "float"}, "District Hot Water Use (kBtu)": {"ignore_malformed": true, "type": "float"}, "PM Sharing Account": {"type": "string"}, "Hospital (General Medical & Surgical) - Owned By": {"type": "string"}, "Evaporative Cooling Entering Supply Air WB Temperature": {"ignore_malformed": true, "type": "float"}, "Roof Insulation Thickness": {"ignore_malformed": true, "type": "float"}, "National Median Water/Wastewater Source EUI (kBtu/gpd)": {"ignore_malformed": true, "type": "float"}, "Fitness Center/Health Club/Gym - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Percent Savings in Lighting Power Density": {"ignore_malformed": true, "type": "float"}, "Performing Arts - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Ambulatory Surgical Center - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Type of Rate Structure": {"type": "string"}, "Typical Window Frame R-Value": {"ignore_malformed": true, "type": "float"}, "Evaporative Cooling Operation": {"type": "string"}, "Liquid Propane Cost ($)": {"ignore_malformed": true, "type": "float"}, "Other - Specialty Hospital - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Design Self-Storage Facility - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Water/Wastewater Source EUI (kBtu/gpd)": {"ignore_malformed": true, "type": "float"}, "Senior Care Community - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Design Outpatient Rehabilitation/Physical Therapy - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Wholesale Club/Supercenter- Number of Cash Registers": {"ignore_malformed": true, "type": "float"}, "Heating Type": {"type": "string"}, "Annual Heating Efficiency Value": {"ignore_malformed": true, "type": "float"}, "Percentage of Common Space": {"ignore_malformed": true, "type": "float"}, "Multifamily Housing - Primary Hot Water Fuel Type for units (for units)": {"type": "string"}, "Duct Pressure Test Leakage Percentage (Percentage)": {"ignore_malformed": true, "type": "float"}, "Retail Store - Number of Walk-in Refrigeration/Freezer Units": {"ignore_malformed": true, "type": "float"}, "Financial Office - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Contact Address 1": {"type": "string"}, "Contact Address 2": {"type": "string"}, "Senior Care Community - Number of Commercial Refrigeration/ Freezer Units": {"ignore_malformed": true, "type": "float"}, "Design Swimming Pool - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Water Alerts": {"type": "string"}, "Annual Efficiency Unit": {"type": "string"}, "Barracks - 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Computer Lab": {"type": "string"}, "Fuel Oil (No. 2) Cost ($)": {"ignore_malformed": true, "type": "float"}, "Wastewater Treatment Plant - Average Effluent Biological Oxygen Demand (BOD5) (mg/l)": {"ignore_malformed": true, "type": "float"}, "Ground Coupling": {"type": "string"}, "Diesel": {"type": "string"}, "Other - Education - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Design Other - Mall - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Other - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Demand Ratchet Percentage": {"ignore_malformed": true, "type": "float"}, "Premises Gross Floor Area": {"ignore_malformed": true, "type": "float"}, "Scope": {"type": "string"}, "Design District Steam Use (kBtu)": {"ignore_malformed": true, "type": "float"}, "Retail Store - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Other - Education - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Automobile Dealership - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Water Current Date": {"ignore_malformed": true, "type": "date", "format": "MM/dd/yyyy||yyyy-MM-dd||d-MMM-y||dd-MMM-y||dd-MMM-yy||date_optional_time"}, "normalized_address": {"index": "not_analyzed", "type": "string", "store": true}, "Design Temperature Difference": {"ignore_malformed": true, "type": "float"}, "Number of Months in Operation": {"ignore_malformed": true, "type": "float"}, "Barracks- Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Fast Food Restaurant - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Design Adult Education - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Weather Station ID": {"type": "string"}, "Hospital (General Medical & Surgical) - Percent That Can Be Cooled": {"ignore_malformed": true, "type": "float"}, "Pump Application": {"type": "string"}, "Design Bank Branch - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Enclosed Mall - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Hotel - Room Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "IT System Type": {"type": "string"}, "Desuperheat Valve": {"ignore_malformed": true, "type": "float"}, "Guiding Principle 1.1 Integrated - Team": {"type": "string"}, "Wall Area": {"ignore_malformed": true, "type": "float"}, "Certification Year": {"ignore_malformed": true, "type": "date", "format": "MM/dd/yyyy||yyyy-MM-dd||d-MMM-y||dd-MMM-y||dd-MMM-yy||date_optional_time"}, "Roller Rink - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Non-Refrigerated Warehouse - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Third Party Certification Date Anticipated": {"ignore_malformed": true, "type": "date", "format": "MM/dd/yyyy||yyyy-MM-dd||d-MMM-y||dd-MMM-y||dd-MMM-yy||date_optional_time"}, "Target Finder Baseline": {"ignore_malformed": true, "type": "float"}, "Total Water Cost (All Water Sources) ($)": {"ignore_malformed": true, "type": "float"}, "Other - Entertainment/Public Assembly - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Water-Side Economizer Temperature Maximum": {"ignore_malformed": true, "type": "float"}, "Home Energy Score": {"ignore_malformed": true, "type": "float"}, "ENERGY STAR Application Status": {"type": "string"}, "Estimated Savings from Energy Projects, Cumulative ($/ft2)": {"ignore_malformed": true, "type": "float"}, "Other - Specialty Hospital - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Non-Refrigerated Warehouse - Walk-in Refrigeration Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Swimming Pool - Months in Use": {"ignore_malformed": true, "type": "float"}, "Skylight Solar tube": {"type": "string"}, "Avoided Emissions - Offsite Green Power (MtCO2e)": {"ignore_malformed": true, "type": "float"}, "Police Station - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Space Peak Number of Occupants": {"ignore_malformed": true, "type": "float"}, "Outpatient Rehabilitation/Physical Therapy - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Heating Setback Temperature": {"ignore_malformed": true, "type": "float"}, "Design Repair Services (Vehicle, Shoe, Locksmith, etc) - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Courthouse - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Capacity": {"ignore_malformed": true, "type": "float"}, "Pump Maximum Flow Rate": {"ignore_malformed": true, "type": "float"}, "Design Museum - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Other - Stadium - Number of Sporting Events per Year": {"ignore_malformed": true, "type": "float"}, "Economizer Control": {"ignore_malformed": true, "type": "float"}, "Water/Wastewater Investment in Energy Projects, Cumulative ($/GPD)": {"ignore_malformed": true, "type": "float"}, "Design Other - Recreation - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Anti-Sweat Heaters": {"type": "string"}, "Coal (bituminous) Cost ($)": {"ignore_malformed": true, "type": "float"}, "Window Frame Type": {"type": "string"}, "Other - 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Percent That Can Be Cooled": {"ignore_malformed": true, "type": "float"}, "Premises Conditioned Floor Area": {"ignore_malformed": true, "type": "float"}, "Design Other - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Onsite Renewable System Electricity Exported": {"ignore_malformed": true, "type": "float"}, "Pipe Insulation Thickness": {"ignore_malformed": true, "type": "float"}, "Site Use Description": {"type": "string"}, "PV System Maximum Power Output": {"ignore_malformed": true, "type": "float"}, "Measure Scale of Application": {"type": "string"}, "Transportation Terminal/Station - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Residence Hall/Dormitory - Number of Rooms": {"ignore_malformed": true, "type": "float"}, "Storage Tank Insulation R-Value": {"ignore_malformed": true, "type": "float"}, "Single Family Home - Number of Bedrooms": {"ignore_malformed": true, "type": "float"}, "Non-Refrigerated Warehouse - Percent That Can Be Heated": {"ignore_malformed": true, "type": "float"}, "Ventilation Control Method": {"type": "string"}, "Bank Branch - Percent That Can Be Heated": {"ignore_malformed": true, "type": "float"}, "Medical Office - Percent That Can Be Heated": {"ignore_malformed": true, "type": "float"}, "Bank Branch - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Supermarket/Grocery - Cooking Facilities": {"type": "string"}, "Hospital (General Medical & Surgical) - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Guiding Principle 3.1 Water - Indoor Water Any Option (Any Option)": {"type": "string"}, "Typical Ground Coupling Type": {"type": "string"}, "Contact City": {"type": "string"}, "Design Distribution Center - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Other - Entertainment/Public Assembly - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Pre-school/Daycare - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Tightness/Fit Condition": {"type": "string"}, "Design Other - Services - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Other - Utility - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "College/University - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Retail Store - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Stadium (Closed) - Number of Walk-in Refrigeration/Freezer Units": {"ignore_malformed": true, "type": "float"}, "Wall Insulation Material": {"type": "string"}, "Gas Price Escalation Rate": {"ignore_malformed": true, "type": "float"}, "Absorption Stages": {"type": "string"}, "Floor R-Value": {"ignore_malformed": true, "type": "float"}, "Floor Area Custom Name": {"type": "string"}, "Water/Wastewater Direct GHG Emissions Intensity (kgCO2e/gpd)": {"ignore_malformed": true, "type": "float"}, "Multifamily Housing - Percent That Can Be Heated": {"ignore_malformed": true, "type": "float"}, "Retail Store - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Retail Store - Number of Open or Closed Refrigeration/Freezer Units": {"ignore_malformed": true, "type": "float"}, "Supply Air Temp Reset Control": {"type": "string"}, "Stadium (Closed) - Walk-in Refrigeration Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Single Family Home - Density of People (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Solar Hot Water Present": {"type": "string"}, "Wall Framing Configuration": {"type": "string"}, "National Median Total GHG Emissions (MtCO2e)": {"ignore_malformed": true, "type": "float"}, "Hotel - Commercial Refrigeration Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "K-12 School - Weekend Operation": {"type": "string"}, "Fire Station - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "LEED Certification Audit Exemption": {"type": "string"}, "Hospital (General Medical & Surgical) - Full Time Equivalent (FTE) Workers Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Premises Tax Book Number": {"type": "string"}, "Supermarket/Grocery - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Certification Program": {"type": "string"}, "Boiler Leaving Water Temperature": {"ignore_malformed": true, "type": "float"}, "Wholesale Club/Supercenter- Number of Computers": {"ignore_malformed": true, "type": "float"}, "Control Type": {"type": "string"}, "Premises Block Number": {"type": "string"}, "Repair Services (Vehicle, Shoe, Locksmith, etc.) - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Design Bar/Nightclub - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Summer Peak": {"ignore_malformed": true, "type": "float"}, "Convention Center - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Lamp Distribution Type": {"type": "string"}, "Water-Side Economizer Type": {"type": "string"}, "Manufacturing/Industrial Plant - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Design Transportation Terminal/Station - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "PV System Array Azimuth": {"ignore_malformed": true, "type": "float"}, "Roof Insulation Type": {"type": "string"}, "Premises Occupied Floor Area": {"ignore_malformed": true, "type": "float"}, "Skylight Operability": {"type": "string"}, "Financial Office - Percent That Can Be Cooled": {"ignore_malformed": true, "type": "float"}, "SHW is ENERGY STAR Rated": {"type": "string"}, "Stadium (Open) - Enclosed Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Indirect GHG Emissions (MtCO2e)": {"ignore_malformed": true, "type": "float"}, "Guiding Principle 2.5 Energy - Benchmarking": {"type": "string"}, "Lighting Control Type Occupancy": {"type": "string"}, "Premises Custom ID": {"type": "string"}, "Hospital (General Medical & Surgical) - Number of Workers on Main Shift Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Design Fuel Oil #4 Use (kBtu)": {"ignore_malformed": true, "type": "float"}, "K-12 School - School District": {"type": "string"}, "Municipally Supplied Reclaimed Water: Combined Indoor/Outdoor or Other Cost ($)": {"ignore_malformed": true, "type": "float"}, "Wastewater Treatment Plant - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Retail Store - Percent That Can Be Cooled": {"ignore_malformed": true, "type": "float"}, "End Time Stamp": {"ignore_malformed": true, "type": "date", "format": "MM/dd/yyyy||yyyy-MM-dd||d-MMM-y||dd-MMM-y||dd-MMM-yy||date_optional_time"}, "Design Lifestyle Center - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Wholesale Club/Supercenter- Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Design Other Use (kBtu)": {"ignore_malformed": true, "type": "float"}, "Source Energy Use - Adjusted to Current Year (kBtu)": {"ignore_malformed": true, "type": "float"}, "Annual Savings Site Energy (Site Energy)": {"ignore_malformed": true, "type": "float"}, "Senior Care Community - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Economizer Type": {"type": "string"}, "Tank Volume": {"ignore_malformed": true, "type": "float"}, "Senior Care Community - Resident Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Number of Units": {"ignore_malformed": true, "type": "float"}, "Automobile Dealership - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Wastewater Treatment Plant - Average Influent Flow (MGD)": {"ignore_malformed": true, "type": "float"}, "K-12 School - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Swimming Pool - Location of Pool": {"type": "string"}, "Manufacturing/Industrial Plant - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "College/University - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Heating Staging": {"type": "string"}, "Distance Between Vertical Fins": {"ignore_malformed": true, "type": "float"}, "Total Heat Rejection": {"ignore_malformed": true, "type": "float"}, "Guiding Principles - % No": {"type": "string"}, "Floor Framing Configuration": {"type": "string"}, "Medical Office - Number of Surgical Operating Beds": {"ignore_malformed": true, "type": "float"}, "Restaurant - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Non-Refrigerated Warehouse - Number of Walk-in Refrigeration/Freezer Units": {"ignore_malformed": true, "type": "float"}, "Heating Setpoint setpoint": {"ignore_malformed": true, "type": "float"}, "Weather-Stripped": {"type": "string"}, "Fuel Use Intensity": {"ignore_malformed": true, "type": "float"}, "Contact State": {"type": "string"}, "Roof Framing Factor": {"ignore_malformed": true, "type": "float"}, "Bar/Nightclub - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Locations of interior water intrusion damage": {"type": "string"}, "Exterior Door Type": {"type": "string"}, "Enclosed Mall - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Slab Exposed Perimeter": {"ignore_malformed": true, "type": "float"}, "Type of Cooking Equipment": {"type": "string"}, "Target Water/Wastewater Source EUI (kBtu/gpd)": {"ignore_malformed": true, "type": "float"}, "Stadium (Closed) - Enclosed Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Supermarket/Grocery - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Other - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Stadium (Closed) - Percent That Can Be Cooled": {"ignore_malformed": true, "type": "float"}, "Water/Wastewater Total GHG Emissions Intensity (kgCO2e/gpd)": {"ignore_malformed": true, "type": "float"}, "Discount Factor": {"ignore_malformed": true, "type": "float"}, "Retail Store - Percent That Can Be Heated": {"ignore_malformed": true, "type": "float"}, "Laboratory - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Premises Count": {"ignore_malformed": true, "type": "float"}, "Urgent Care/Clinic/Other Outpatient - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "OM Cost Annual Savings": {"ignore_malformed": true, "type": "float"}, "Casino - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Water Baseline Date": {"ignore_malformed": true, "type": "date", "format": "MM/dd/yyyy||yyyy-MM-dd||d-MMM-y||dd-MMM-y||dd-MMM-yy||date_optional_time"}, "Typical Window Type": {"type": "string"}, "Steam Boiler Minimum Operating Pressure": {"ignore_malformed": true, "type": "float"}, "Energy Recovery Efficiency": {"ignore_malformed": true, "type": "float"}, "Duct Insulation R-Value": {"ignore_malformed": true, "type": "float"}, "Premises City": {"type": "string"}, "Aquarium - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Strip Mall - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Vestibule": {"type": "string"}, "Municipally Supplied Reclaimed Water - Outdoor Cost ($)": {"ignore_malformed": true, "type": "float"}, "Indirect Tank Heating Source": {"type": "string"}, "Other - Public Services - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Federal Department": {"type": "string"}, "Other - Recreation - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Single Family Home - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Solar Thermal System Collector Tilt": {"ignore_malformed": true, "type": "float"}, "Fire Station - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Typical Exterior Shading Type": {"type": "string"}, "Anti-Sweat Heater Controls": {"type": "string"}, "Ice/Curling Rink - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Other Peak Rate": {"type": "string"}, "Design Total GHG Emissions (MtCO2e)": {"ignore_malformed": true, "type": "float"}, "Hospital (General Medical & Surgical) - MRI Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "K-12 School - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Pre-school/Daycare - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Duct Insulation": {"type": "string"}, "Bar/Nightclub - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Property Floor Area (Parking) (ft2)": {"ignore_malformed": true, "type": "float"}, "Resource": {"type": "string"}, "PV Module Length": {"ignore_malformed": true, "type": "float"}, "Tank Perimeter": {"ignore_malformed": true, "type": "float"}, "Hospital (General Medical & Surgical) - Licensed Bed Capacity": {"ignore_malformed": true, "type": "float"}, "Food Sales - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Ballast Type": {"type": "string"}, "Indoor Arena - Number of Special/Other Events per Year": {"ignore_malformed": true, "type": "float"}, "Door Configuration": {"type": "string"}, "Guiding Principle 1.5 Integrated - Commissioning": {"type": "string"}, "Convention Center - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Convention Center - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Design Target Water/Wastewater Site EUI (kBtu/gpd)": {"ignore_malformed": true, "type": "float"}, "Calculation Method": {"type": "string"}, "Radiant Barrier": {"type": "string"}, "Bar/Nightclub - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Light Shelf Interior Protrusion": {"ignore_malformed": true, "type": "float"}, "Convenience Store with Gas Station - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "ENERGY STAR Certification - Application Status": {"type": "string"}, "Veterinary Office - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Conveyance Standby Power": {"ignore_malformed": true, "type": "float"}, "Outside Air Reset Maximum Cooling Supply Temperature": {"ignore_malformed": true, "type": "float"}, "Energy/Power Station - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Floor-to-Floor Height": {"ignore_malformed": true, "type": "float"}, "Stadium (Closed) - Ice Events": {"ignore_malformed": true, "type": "float"}, "Transportation Terminal/Station - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Primary Zonal Cooling Type": {"type": "string"}, "eGRID Subregion": {"type": "string"}, "Window Sill Height": {"ignore_malformed": true, "type": "float"}, "Food Sales - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Convention Center - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Foundation Wall Insulation Condition": {"type": "string"}, "Construction Status": {"type": "string"}, "Indoor Arena - Walk-in Refrigeration Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Roof Insulation Condition": {"type": "string"}, "Design Stadium (Closed) - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Indoor Arena - Enclosed Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Electricity Use - Grid Purchase and Generated from Onsite Renewable Systems (kWh)": {"ignore_malformed": true, "type": "float"}, "Heating Setback Frequency": {"type": "string"}, "Barracks- Percent That Can Be Heated": {"ignore_malformed": true, "type": "float"}, "Self-Storage Facility - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Ice/Curling Rink - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Anti-Sweat Heater Controls Model Number": {"type": "string"}, "Primary Zonal Cooling Fuel Type": {"type": "string"}, "Floor-to-Ceiling Height": {"ignore_malformed": true, "type": "float"}, "Total GHG Emissions (MtCO2e)": {"ignore_malformed": true, "type": "float"}, "Municipally Supplied Reclaimed Water - Indoor Intensity (gal/ft2)": {"ignore_malformed": true, "type": "float"}, "Dishwasher Loads Per Week": {"ignore_malformed": true, "type": "float"}, "Other - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Food Sales - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Non-Potable Water used for Irrigation": {"type": "string"}, "Asset Score": {"ignore_malformed": true, "type": "float"}, "Collection Date": {"ignore_malformed": true, "type": "date", "format": "MM/dd/yyyy||yyyy-MM-dd||d-MMM-y||dd-MMM-y||dd-MMM-yy||date_optional_time"}, "Electricity Use - Generated from Onsite Renewable Systems (kWh)": {"ignore_malformed": true, "type": "float"}, "Other Water Sources - Outdoor Use (kgal)": {"ignore_malformed": true, "type": "float"}, "Wall Framing Depth": {"ignore_malformed": true, "type": "float"}, "Natural Ventilation Rate": {"ignore_malformed": true, "type": "float"}, "Self-Storage Facility - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Design Target Source EUI (kBtu/ft2)": {"ignore_malformed": true, "type": "float"}, "Fire Station - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Refrigerated Warehouse - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Foundation Wall Type": {"type": "string"}, "Indoor Arena - Percent That Can Be Heated": {"ignore_malformed": true, "type": "float"}, "Input Capacity": {"ignore_malformed": true, "type": "float"}, "Natural Ventilation": {"type": "string"}, "Design Greenhouse Gas Emissions Intensity": {"ignore_malformed": true, "type": "float"}, "Ambulatory Surgical Center - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "Other - Restaurant/Bar - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Hot Water Boiler Minimum Flow Rate": {"ignore_malformed": true, "type": "float"}, "PV System Number of Modules per Array": {"ignore_malformed": true, "type": "float"}, "Propane Use (kBtu)": {"ignore_malformed": true, "type": "float"}, "Stadium (Open) - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Primary Zonal Heating Type": {"type": "string"}, "Lifestyle Center - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Senior Care Community - Number of Residential Washing Machines": {"ignore_malformed": true, "type": "float"}, "Retail Store - Open or Closed Refrigeration Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Municipally Supplied Potable Water - Outdoor Use (kgal)": {"ignore_malformed": true, "type": "float"}, "Floor Framing Depth": {"ignore_malformed": true, "type": "float"}, "Retail Store - Exterior Entrance to the Public": {"type": "string"}, "Lifestyle Center - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Food Service - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Alternative Water Generated On-Site - Indoor Cost Intensity ($/ft2)": {"ignore_malformed": true, "type": "float"}, "Bank Branch - Number of Computers": {"ignore_malformed": true, "type": "float"}, "Design Police Station - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "In Portfolio Manager": {"type": "string"}, "Utility Name": {"type": "string"}, "Design Ambient Temperature": {"ignore_malformed": true, "type": "float"}, "Primary Cooking Fuel": {"type": "string"}, "PV System Number of Arrays": {"ignore_malformed": true, "type": "float"}, "Courthouse - Percent That Can Be Cooled": {"ignore_malformed": true, "type": "float"}, "Lighting Power Density": {"ignore_malformed": true, "type": "float"}, "Stadium (Closed) - Size of Electronic Scoreboards (ft2)": {"ignore_malformed": true, "type": "float"}, "Parking - Completely Enclosed Parking Garage Size (ft2)": {"ignore_malformed": true, "type": "float"}, "Fixture Spacing": {"type": "string"}, "Heating Stage Capacity": {"ignore_malformed": true, "type": "float"}, "Number of Exterior Doors": {"ignore_malformed": true, "type": "float"}, "Museum - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Design Coke Use (kBtu)": {"ignore_malformed": true, "type": "float"}, "Design Personal Services (Health/Beauty, Dry Cleaning, etc) - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Lighting is ENERGY STAR Rated": {"type": "string"}, "Green Power - Onsite (kWh)": {"ignore_malformed": true, "type": "float"}, "Outside Air Temperature Lower Limit Cooling Reset Control": {"ignore_malformed": true, "type": "float"}, "Wall Insulation Type": {"type": "string"}, "Office - Worker Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Design Target ENERGY STAR Score": {"ignore_malformed": true, "type": "float"}, "Cooking Energy per Meal": {"ignore_malformed": true, "type": "float"}, "Ceiling Visible Absorptance": {"ignore_malformed": true, "type": "float"}, "Food Service - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Cooking Capacity": {"ignore_malformed": true, "type": "float"}, "Typical Window Visual Transmittance": {"ignore_malformed": true, "type": "float"}, "Stadium (Open) - Number of Special/Other Events per Year": {"ignore_malformed": true, "type": "float"}, "Motor Full Load Amps": {"ignore_malformed": true, "type": "float"}, "Number of Lamps per Luminaire": {"ignore_malformed": true, "type": "float"}, "Indoor Arena - Number of Walk-in Refrigeration/Freezer Units": {"ignore_malformed": true, "type": "float"}, "Duct Sealing": {"type": "string"}, "Design Parking - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Other - Restaurant/Bar - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Cooling Supply Air Temperature Control Type": {"type": "string"}, "Supermarket/Grocery - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Data Center - IT Source Energy (kBtu)": {"ignore_malformed": true, "type": "float"}, "Convenience Store without Gas Station - Computer Density (Number per 1,000 ft2)": {"ignore_malformed": true, "type": "float"}, "Slab Insulation Thickness": {"ignore_malformed": true, "type": "float"}, "Design Energy Cost ($)": {"ignore_malformed": true, "type": "float"}, "Pumping Configuration": {"type": "string"}, "Federal Sustainability Checklist Completion Percentage": {"ignore_malformed": true, "type": "float"}, "Hospital (General Medical & Surgical) - Number of Workers on Main Shift": {"ignore_malformed": true, "type": "float"}, "Strip Mall - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Metered Areas (Water)": {"type": "string"}, "Senior Care Community - Maximum Resident Capacity": {"ignore_malformed": true, "type": "float"}, "Other - Services - Weekly Operating Hours": {"ignore_malformed": true, "type": "float"}, "K-12 School - Percent That Can Be Heated": {"ignore_malformed": true, "type": "float"}, "Foundation Area": {"ignore_malformed": true, "type": "float"}, "Third party certification": {"type": "string"}, "Guiding Principles - Principles Date Achieved": {"type": "string"}, "Design Movie Theater - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Hotel - Cooking Facilities": {"type": "string"}, "Design Urgent Care/Clinic/Other Outpatient - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Single Family Home - Number of People": {"ignore_malformed": true, "type": "float"}, "Design Strip Mall - Gross Floor Area (ft2)": {"ignore_malformed": true, "type": "float"}, "Source Energy Use": {"ignore_malformed": true, "type": "float"}, "District Steam": {"type": "string"}, "Other Cost ($)": {"ignore_malformed": true, "type": "float"}}}, "space_alerts": {"type": "string"}, "pm_property_id": {"index": "not_analyzed", "type": "string", "doc_values": true}, "use_description": {"type": "string"}, "conditioned_floor_area": {"type": "float"}, "site_eui_weather_normalized": {"type": "float"}, "property_name": {"type": "string"}, "building_certification": {"type": "string"}, "state_province": {"type": "string"}, "energy_alerts": {"type": "string"}, "year_built": {"type": "float"}, "release_date": {"type": "date"}, "gross_floor_area": {"type": "float"}, "longitude": {"type": "float"}, "owner_city_state": {"type": "string"}, "owner_telephone": {"type": "string"}, "recent_sale_date": {"type": "date"}, "postal_code": {"type": "string"}, "tax_lot_id": {"index": "not_analyzed", "type": "string", "doc_values": true}, "address_line_2": {"type": "string"}, "energy_score": {"type": "float"}}}}, "dynamic_templates": [{"goals_as_floats": {"path_match": "building_snapshot.extra_data.*_goal", "mapping": {"ignore_malformed": true, "type": "float"}, "match_pattern": "regex", "match_mapping_type": "double|long|integer|float"}}, {"extra_data_as_string": {"path_match": "building_snapshot.extra_data.*", "mapping": {"type": "string"}, "match_pattern": "regex", "match_mapping_type": "date|boolean|double|long|integer|float"}}]}}'
# comment out the following line (mapping building_snapshot) to get aggs on 1.5.1
curl -XPUT localhost:9200/test/_mapping/building_snapshot -d '{"building_snapshot": {"properties": {"lot_number": {"type": "string"}, "owner_address": {"type": "string"}, "owner_postal_code": {"type": "string"}, "block_number": {"type": "string"}, "project_buildings": {"type": "nested"}, "source_eui_weather_normalized": {"type": "float"}, "owner_email": {"type": "string"}, "year_ending": {"type": "date"}, "building_count": {"type": "float"}, "postal_code": {"type": "string"}, "owner": {"type": "string"}, "site_eui": {"type": "float"}, "address_line_1": {"type": "string"}, "occupied_floor_area": {"type": "float"}, "source_eui": {"type": "float"}, "custom_id_1": {"index": "not_analyzed", "type": "string", "doc_values": true}, "city": {"type": "string"}, "property_notes": {"type": "string"}, "district": {"type": "string"}, "location": {"type": "geo_point"}, "latitude": {"type": "float"}, "generation_date": {"type": "date"}, "extra_data": {"dynamic": false, "type": "object", "properties": {"normalized_address": {"index": "not_analyzed", "type": "string", "store": true}}}, "space_alerts": {"type": "string"}, "pm_property_id": {"index": "not_analyzed", "type": "string", "doc_values": true}, "use_description": {"type": "string"}, "conditioned_floor_area": {"type": "float"}, "site_eui_weather_normalized": {"type": "float"}, "property_name": {"type": "string"}, "building_certification": {"type": "string"}, "state_province": {"type": "string"}, "energy_alerts": {"type": "string"}, "year_built": {"type": "float"}, "release_date": {"type": "date"}, "gross_floor_area": {"type": "float"}, "longitude": {"type": "float"}, "owner_city_state": {"type": "string"}, "owner_telephone": {"type": "string"}, "recent_sale_date": {"type": "date"}, "tax_lot_id": {"index": "not_analyzed", "type": "string", "doc_values": true}, "address_line_2": {"type": "string"}, "energy_score": {"type": "float"}}}}'
echo ""

echo ""
echo "check mappings"
echo ""
# comment in for mappings
# curl -XGET localhost:9200/test/_mapping
echo ""

echo ""
echo "create docs"
echo ""
curl -XPUT localhost:9200/test/test/1 -d '{"building_snapshot": {"extra_data": {"test": 13}, "year_built": 10, "gross_floor_area": 39636.66217959946}}'
curl -XPUT localhost:9200/test/test/2 -d '{"building_snapshot": {"extra_data": {"test": 13}, "year_built": 11, "gross_floor_area": 39636.66217959946}}'
curl -XPUT localhost:9200/test/test/3 -d '{"building_snapshot": {"extra_data": {"test": 13}, "year_built": 12, "gross_floor_area": 39636.66217959946}}'
curl -XPUT localhost:9200/test/test/4 -d '{"building_snapshot": {"extra_data": {"test": 13}, "year_built": 13, "gross_floor_area": 39636.66217959946}}'
curl -XPUT localhost:9200/test/test/5 -d '{"building_snapshot": {"extra_data": {"test": 13}, "year_built": 14, "gross_floor_area": 39636.66217959946}}'
curl -XPUT localhost:9200/test/test/6 -d '{"building_snapshot": {"extra_data": {"test": 13}, "year_built": 8, "gross_floor_area": 39636.66217959946}}'
curl -XPUT localhost:9200/test/test/7 -d '{"building_snapshot": {"extra_data": {"test": 13}, "year_built": 4, "gross_floor_area": 39636.66217959946}}'
curl -XPUT localhost:9200/test/test/8 -d '{"building_snapshot": {"extra_data": {"test": 13}, "year_built": 1, "gross_floor_area": 39636.66217959946}}'
curl -XPUT localhost:9200/test/test/9 -d '{"building_snapshot": {"extra_data": {"test": 13}, "year_built": 1995, "gross_floor_area": 39636.66217959946}}'
curl -XPUT localhost:9200/test/test/10 -d '{"building_snapshot": {"extra_data": {"test": 13}, "year_built": null, "gross_floor_area": 39636.66217959946}}'
echo ""

echo ""
echo "wait for index to refresh"
curl -XPOST localhost:9200/_refresh
echo ""

echo ""
echo "search with aggs"
echo ""
curl -XGET localhost:9200/test/test/_search?pretty -d '{"query": {"filtered": {"filter": {"range": {"building_snapshot.gross_floor_area": {"gte": 200}}}}}, "aggs": {"gfa": {"stats": {"field": "building_snapshot.year_built"}}}}'

# Output 1.5.1 building_snapshot mapping included
# "aggregations" : {
# "gfa" : {
# "count" : 0,
# "min" : null,
# "max" : null,
# "avg" : null,
# "sum" : null
# }
# }
#
# Output 1.5.1 building_snapshot mapping excluded
# "aggregations" : {
# "gfa" : {
# "count" : 9,
# "min" : 1.0,
# "max" : 1995.0,
# "avg" : 229.77777777777777,
# "sum" : 2068.0,
# "min_as_string" : "1.0",
# "max_as_string" : "1995.0",
# "avg_as_string" : "229.77777777777777",
# "sum_as_string" : "2068.0"
# }
# }
#
# Output 1.4.4 mapping included or excluded
# "aggregations" : {
# "gfa" : {
# "count" : 9,
# "min" : 1.0,
# "max" : 1995.0,
# "avg" : 229.77777777777777,
# "sum" : 2068.0
# }
# }

Issue 2:
If I have an inner object that has the same name as a type, then queries for that inner object will fail.

The workaround is to rename the type or the inner object, but the behaviour is confusing and misleading (and wrong).

To reproduce, create a new index, type and document:

curl -XPOST 'localhost:9200/test/flow/' -d '{

"device": {

"id": "dummy"

}

}'

Querying for that document by device.id will work:

curl 'localhost:9200/test/_search?pretty' -d '{

"query":{

"filtered": {

"filter": {

"term": {

"device.id": "dummy"

}

}

}

}

}'

Add a type with the same name as the inner object, AND containing an inner object with that name as well:

curl -XPOST 'localhost:9200/test/device/' -d '{

"device": {

"id": "foo"

}

}'

Now querying for the original document by device.id will fail:

{

"took" : 0,

"timed_out" : false,

"_shards" : {

"total" : 5,

"successful" : 5,

"failed" : 0

},

"hits" : {

"total" : 0,

"max_score" : null,

"hits" : [ ]

}

}

Removing the 'device' type will allow the original document to be queryable again:

curl -XDELETE 'localhost:9200/test/device'