Tygron Query Language

TQL

TQL is short for Tygron Query Language. It provides a means of obtaining and adjusting data of a session. It is comprised of a number of key phrases, divided into 2 categories: statements and clauses. The statements indicate what data interaction should take place; retrieving using a SELECT statement, or adjusting using an UPDATE statement. The clauses provide a means to filter the data the interaction is applied to. A query always consists of exactly 1 statement and 0 or more clauses.

Interactions can take place with the data in 2 ways: as item data or polygon data. Item data pertains to a specific component of a project, such as individual constructions, indicators, or globals. Polygon data pertains to geographic data; surface areas in the 3D world, such as the footprint of constructions, the surface area of neighborhoods, or calculated grids. Depending on what kind of statement is used, the query will interact with its clauses treating them as items or as polygons.

An example of a TQL query is SELECT_LOTSIZE_WHERE_CATEGORY_IS_SOCIAL_AND_STAKEHOLDERTYPE_IS_MUNICIPALITY. In this example, SELECT_LOTSIZE is the statement. CATEGORY_IS_SOCIAL is the first clause, and STAKEHOLDERTYPE_IS_MUNICIPALITY is the second clause. It would return all the land area taken up with social housing, which is also owned by a municipal stakeholder.

Note that all clauses in a TQL query are cumulative. All clauses are connected by the term AND. This means all clauses must be met before the data is "counted". Depending on how you use TQL in your project or applications, it is possible to simulate an "OR" functionality as well (i.e. CATEGORY_IS_SOCIAL or CATEGORY_IS_NORMAL). This can be done simply by executing multiple queries, one for each "OR" section.

More examples can be found in the example section.

Usage

TQL can be used in a number of places. The most common place is in the excels of custom indicators or panels. To indicate which cells should contain certain data from the session, cells in an excel file can be given a name. In this case, the name would be a TQL query. When an indicator calculation takes place, the Tygron Platform will obtain all queries that exist in the excel file of the indicator. For the queries with SELECT statements, the results of those queries are obtained and placed in the corresponding cells. when the calculation of the excel is complete, the cells with an UPDATE statement are read out, and the items in the project indicated by those queries are updated with those values.

TQL can also be used to quickly check data in a project. When in editor mode, it's possible to open the query tool. With this tool, queries can be made and directly executed. The result is then presented to the user. This can be especially handy when it's necessary to quickly check whether a certain type of data is present or correctly readable. The query tool also functions both in and out of test runs, allowing a user to also check data in a project during a session.

It's also possible to execute TQL queries directly via the API. The advantage of using TQL, rather than inspecting a project's data via the API directly, is that it can be used to perform calculations that require some intermediate processing. For example, calculating the intersection of buildings with an area or neighborhood. Other examples of this include the queries related to values of grids, or the multiplication of floor size with a related function value.

Statements

Statements are the primary part of a query. They indicate what must be done with data in a session. Statements start with either SELECT or UPDATE. SELECT statements retrieve data from a session. UPDATE statements write data into the session. All statements can interact with data, treating it as either item data or polygon data, depending on the exact statement.

Polygon statements

These SELECT statements interact with data as polygon data. This means that, depending on the clauses added to the query, they generally compute how much surface area in the world meets a certain set of conditions.

Land polygons

Land polygon statements relate to the surface area of the land itself, regardless of what is built on it. These are mostly used for getting the sizes of areas, to then divide specific uses by.

Query	Value returned	Clauses for specific query	Clauses for entire group
LANDSIZE	Amount of surface area. (m2)		Specific polygons Attribute polygons Grids Stakeholders Map types Layer types Transformations
LANDPOLYGONS	Whether land meets the criteria (1) or not (0). When used in a panel and the panel is opened, the matched land is highlighted.

Levee polygons

Levee statements relate to the adjustments to the terrain in the form of levees, as effected through applicable actions.

Query	Value returned	Clauses for specific query	Clauses for entire group
LEVEES	The amount of surface area taken up by levees. (m2)		Specific polygons Attribute polygons Levees Timestates Stakeholders Map types Layer types Transformations

Construction polygons

Construction polygon statements relate to surface area in use by constructions. These are mostly used for determining the amount of certain types of constructions, and their cumulative values.

Query	Value returned	Clauses for specific query	Clauses for entire group
LOTSIZE	Amount of surface area used by a construction. (m2)		Specific polygons Attribute polygons Grids Constructions Network types Building categories Timestates Attributes Stakeholders Relations Layer types Map types Timeframes Multipliers Transformations
FLOORSIZE	The amount of floorspace, based on constructions' lotsize and their amount of floors. (m2)
UNITS	The amount of housing units, based on construction's lotsize and amount of floors (floorsize), and their unit size.
LOTPOLYGONS	Whether something meets the criteria (1) or not (0). When used in a panel and the panel is opened, the polygon is highlighted.

Grid values

Grid statements relate to calculated values of grid overlays. These are used to retrieve calculated effects of built-in spatial calculation models.

Query	Value returned	Clauses for specific query	Clauses for entire group
GRIDAVG	The average value of a grid.		Specific polygons Attribute polygons Grids (Excluding the value clauses) Map types
GRIDSTDEV	The standard deviation of a grid.
GRIDSVOLUME	The surface area multiplied by the average grid value on that surface.
HEIGHT	The average height of the terrain. (m + datum)	Grids (Including the value clauses) Transformations

Distance

Distance statements are used to determine the distance between the central points of 2 specific polygons.

Query	Value returned	Clauses for specific query	Clauses for entire group
DISTANCE	The exact distance between the center of 2 distinct polygons.		Specific polygons (ONLY ATTRIBUTE and NEIGHBORHOOD) Contructions (Only BUILDING)

Note that although the clauses are described as "intersecting", in the context of this statement the centers of the selected polygons are used.

Item statements

These SELECT statements interact with data as item data. This means that, depending on the clauses added to the query, they retrieve a specific property or value related to a single component of a project, such as an area's attribute, or the name of a stakeholder.

Numeric values

Numeric value statements relate to attributes and globals, which are both numeric values which can be created, read, and written to during a session. These are mostly used as parameters in calculations of grid overlays, and as parameters in user-ceated excel files for indicators and panels.

Query	Value returned	Clauses for specific query	Clauses for entire group
ATTRIBUTE	The numeric attribute value of an item.	Specific polygons Constructions Network lines Interface Arrays Map types Relations	Variables
GLOBAL	The value of a global variable

IDs

ID statements are used when the identification number of a specific item is required. This is used when, for example, creating an event which affects a specific item. Another use can be to uniquely identify an item in user-defined calculations.

Query	Value returned	Clauses for specific query	Clauses for entire group
IDs	The numeric identifier value of an item.		Specific polygons Grids (Only GRID) Constructions Network lines Measures Levees Networks Stakeholders Interface Relations

Names

Name statements are used to retrieve the human-readable name of an item. This allows panels and indicators based on excels to display the same and appropriate texts throughout the entire project.

Query	Value returned	Clauses for specific query	Clauses for entire group
NAME	The name or human-readable version of a technical name.		Specific polygons Grids Constructions Network lines Network types Measures Levees Building categories Timestates Stakeholders Interface Arrays Indicators Terms Map types Layer types Multipliers Transformations Relations

Active

Active statements are used to determine whether certain polygons are active or not. The Tygron Platform will not consider inactive areas or neighborhoods in its calculations. Testing whether an item is active or not is often used to exclude those polygons from excel calculations as well.

Query	Value returned	Clauses for specific query	Clauses for entire group
ACTIVE	Whether the item is active/under consideration (1) or not (0).		Specific polygons (Only AREA and NEIGHBORHOOD)

Color

Color statements are used to retrieve the color of specific items. Color's support the user's ability to differentiate between pieces of data. These statements allow for indicators and panels to display the same information with the same colors across the entire project, such as the colors of neighborhoods.

Colors can be retrieved in 2 ways. The color statement will return a hexadecimal value representing the color. It's also possible in most cases to retrieve the color by attribute, using SELECT_ATTRIBUTE_WHERE_NAME_IS_COLOR. In these cases the color is returned as a numeric value. For more information on this value, see the attribute article.

Query	Value returned	Clauses for specific query	Clauses for entire group
COLOR	The color of an item (hexadecimal value).		Specific polygons Constructions (BUILDING and FUNCTION) Network lines Building categories Stakeholders Interface (If a COLOR attribute is present)

State

State statements are used to determine what timestate an item is in, effectively testing at what point in its lifecycle of permission, construction, and demolition it currently is. This is mostly used to determine the progression of permissions and constructions; how far construction plans have progressed in the decision process of stakeholders.

Query	Value returned	Clauses for specific query	Clauses for entire group
STATE	What the current timestate is of an item.		Constructions (Excluding FUNCTIONS) Network types Measures Timestates

Construction

Construction statements are used to interact with data inherent to constructions, such as the top floor of buildings. This provides more detailed information on an individual building, and is mostly used for zoning permission excels.

Query	Value returned	Clauses for specific query	Clauses for entire group
TOPFLOOR	The largest amount of floors among sections of a specific building		Constructions (Only BUILDING)

Network

Network statements are used to interact with data inherent to networks, such as the length of pipes. This is mostly used for cost- and efficiency calculations related to the extent of a network.

Query	Value returned	Clauses for specific query	Clauses for entire group
LENGTH	The length of pipes/lines/cables of networks.		Network lines Network types

Stakeholder finances

Stakeholder finance statements are used to retrieve the financial situation of stakeholders.

To affect the stakeholder finances using TQL, it's possible to update the value of a global, which is in turn connected directly to a stakeholder's finance.

Query	Value returned	Clauses for specific query	Clauses for entire group
EXPENSES	The costs incurred by a stakeholder during a session.		Stakeholders
REVENUE	The income of a stakeholder during a session

Indicator

Indicator statements can be used to interact with properties of indicators, allowing excels driving indicators to make use of properties of indicators defined in the editor.

These statements mostly facilitate the retrieval of the indicator targets.

Query	Value returned	Clauses for specific query	Clauses for entire group
TARGET	The target set for an indicator.		Building categories Interface (Only INDICATOR) Indicators

Session

Session statements can be used to retrieve data regarding the session itself. These don't require any clauses.

Query	Value returned	Clauses for specific query	Clauses for entire group
SESSIONSTATE	Whether the project is currently in editor mode (0), starting a session (1), or in a session/test run (2).
TOKEN	The API token for this session.

Update statements

Update statements are a seperate kind of statement, which interact with data in the session not by reading it from the session but by altering it in the session. Update statements indicate the type of item to update, and the attribute which needs to be updated. Most update statements interact directly with item data, and a specific item must be specified to perform the update on. There are also update statements which do not affect items directly, but which affect that type of item based on whether it meets specific conditions, i.e. clauses.

Query	Item updated	Clauses
AREA	The specific area indicated by the clause.	AREA
BUILDING	All buildings which meet the specified clauses.	Specific polygons Attribute polygons Constructions (Only FUNCTION) Timestates Stakeholders Map types
GLOBAL	The specific global with the name indicated by the clause.	Variables
INDICATOR	The specific indicator indicated by the clause.	INDICATOR
NEIGHBORHOOD	The specific neighborhood indicated by the clause.	NEIGHBORHOOD
NET_LINE	The specific net line indicated by the clause.	NET_LINE
NET_FUNCTION	The specific net line definition indicated by the clause.	NET_FUNCTION
NET_LOAD	The specific net load indicated by the clause.	NET_LOAD
PANEL	The specific panel indicated by the clause.	PANEL
ZONE	The specific zone indicated by the clause.	ZONE

Clauses

Clauses indicate the conditions which must be met for any data to be taken into account for a statement. In a query, they are connected to the statement using the phrase WHERE. Multiple additonal clauses can be added to a query using the phrase AND. Clauses added to a query are cumulative conditions which must all be met. When, for any data, at least one condition is not met, that data is not taken into account or affected by the query.

Clauses can be broadly grouped into 3 different groups: Common clauses, singular clauses, and modifying clauses. For any given statement, different clauses can be applied from across all these groups. The availability and function of clauses is also influenced by whether the statement dictates an interaction with polygon data or with item data. Some clauses may or may not be available at all, depending on this.

The order in which the clauses appear in the query is not relevant.

Common clauses

Common clauses are clauses which can be used by multiple statements and are commonly required.

Specific polygons

Clause	As a polygon	As an item	Type
AREA	It must intersect with this area.	It must be data of this area specifically.	ID indicating a specific area.
NEIGHBORHOOD	It must intersect with this neighborhood.	It must be data of this neighborhood specifically.	ID indicating a specific neighborhood.
ZONE	It must intersect with this zone.	It must be data of this zone specifically.	ID indicating a specific zone.
TERRAIN	It must intersect with this terrain type.	It must be data of this type of terrain. There are no specific "instances" of terrain.	ID indicating a type of terrain.

Attribute polygons

Clause	As a polygon	As an item	Type
AREA_WITH_ATTRIBUTE	It must intersect with at least one area with this attribute.	N/A	Attribute name of one or more areas.
NEIGHBORHOOD_WITH_ATTRIBUTE	It must intersect with at least one neighborhood with this attribute.	N/A	Attribute name of one or more neighborhoods.
ZONE_WITH_ATTRIBUTE	It must intersect with at least one zone with this attribute.	N/A	Attribute name of one or more zones.
TERRAIN_WITH_ATTRIBUTE	It must intersect with terrain with this attribute.	N/A	Attribute name of one or more terrains.

Grids

Clause	As a polygon	As an item	Type
MAXGRIDVALUE	It must intersect with at least this value on a grid overlay.	N/A	Decimal number.
MINGRIDVALUE	It must intersect with at most this value on a grid overlay.	N/A	Decimal number.
GRID	It must fall within this grid.	It must be data of this grid overlay specifically.	ID indicating a specific grid overlay.
GRIDVALUE	It must must have this exact value on a grid overlay	N/A	Decimal number.
TIMEFRAME	The grid data being considered must be data from this timeframe of the grid specifically.	N/A	Integer specifying the timeframe to use.

The counting/naming of timeframes begins at 0. The first timeframe is "0", the second timeframe is "1", etc. If a grid has 20 timeframes, the last timeframe is "19". If the specified timeframe does not exist, or no timeframe is specified, the last timeframe of the grid is used. If a grid overlay does not have results in the form of multiple timeframes, the overlay is considered to have exactly 1 timeframe.

Note that each grid automatically covers the entire map, unless a minimum gridvalue or maximum gridvalue is defined. For queries such as GRIDAVG, this can be acceptable. However, for example, a query of SELECT_LANDSIZE_WHERE_GRID_IS_2 is functionally the same as SELECT_LANDSIZE.

Also note that the GRIDVALUE clause requires an exact numerical match, making it appropriate only for situations where the grid can be expected to contain exact values, ideally integer values. Examples include the Distance zone overlay with the "Count hit" setting enabled, the Water Overlay with the IMPACTED_BUILDINGS result type, or the Average Overlay.

Constructions

Clause	As a polygon	As an item	Type
BUILDING	It must intersect with this construction.	It must be data of this construction specifically.	ID indicating a specific construction.
NET_LOAD	It must intersect with the building of this net load.	It must be data of this net load specifically.	ID indicating a specific net load.
NET_CLUSTER	It must intersect with buildings of net loads of this net cluster.	It must be data of this net cluster specifically.	ID indicating a specific net cluster.
FUNCTION	It must intersect with constructions of this function.	It must be data related to this function type.	ID indicating a specific function.

Network lines

Clause	As a polygon	As an item	Type
NET_LINE	N/A	It must be data of this net line specifically.	ID indicating a specific net line.
NET_FUNCTION	N/A	It must be data of net lines of this definition.	ID indicating a line definition.

Network types

Clause	As a polygon	As an item	Type
NET_TYPE	N/A	It must be data of this type of network.	ID indicating the type of network.

For statements such as NAME, the network type itself is queried. For statements such as STATE or LOTSIZE, only items which are part of that network are taken into consideration. For example the net loads in a cluster of only a specific network type, while more loads of other network types may exist in that same cluster.

Measures

Clause	As a polygon	As an item	Type
MEASURE	N/A	It must be data of this measure specifically.	ID indicating a specific measure.

Levees

Clause	As a polygon	As an item	Type
LEVEE	It must intersect with this levee.	It must be data of this levee specifically.	ID indicating a specific levee.

Building categories

Clause	As a polygon	As an item	Type
CATEGORY	It must intersect with constructions of this category.	It must be related to this specific category.	Technical name indicating a category.

Timestates

Clause	As a polygon	As an item	Type
STATE	It must intersect with buildings or other spatial actions, which are currently in this timestate.	It must be related to this specific timestate.	Technical name indicating a timestate.

Attributes

Clause	As a polygon	As an item	Type
ATTRIBUTE_MAX	Included polygonal items in the results must have an attribute value less than this value.	N/A	Decimal number.
ATTRIBUTE_MIN	Included polygonal items in the results must have an attribute value greater than this value.	N/A	Decimal number.
ATTRIBUTE	The attribute of which to test the value.	N/A	Attribute name of any polygonal item.

When neither a maximum or minimum value is specified, or when no attribute is specified, everything is taken into consideration.

Stakeholders

Clause	As a polygon	As an item	Type
STAKEHOLDER	The land must be owned by this specific stakeholder.	It must be data of this stakeholder specifically.	ID indicating a specific stakeholder.
STAKEHOLDERTYPE	The land must be owned by this type of stakeholder.	N/A	Technical name indicating a type of stakeholder.

Interface

Clause	As a polygon	As an item	Type
INDICATOR	N/A	It must be data of this indicator specifically.	ID indicating a specific indicator.
OVERLAY	N/A	It must be data of this overlay specifically.	ID indicating a specific overlay.
PANEL	N/A	It must be data of this panel specifically.	ID indicating a specific panel.

Singular clauses

Singular clauses are clauses which are not used as often, which are only used by specific statements, or only in specific use-cases.

Variables

Clause	As a polygon	As an item	Type
NAME	N/A	The data requested must have this name.	The name which identifies the requested data.

Arrays

Clause	As a polygon	As an item	Type
NAME	N/A	Of the array of data specified, get specifically the data in the indicated index in the array.	The index of the requested data in the specified array.

Arrays are 0-indexed. I.e., the first value is stored at index 0. If an index is requested which does not exist, "0" is returned. Queries on arrays without an INDEX query return the value at index 0.

Indicators

Clause	As a polygon	As an item	Type
INDICATORTYPE	N/A	It must be related to this type of indicator.	Technical name indicating a type of indicator.

Terms

Clause	As a polygon	As an item	Type
STATE	N/A	It must be related to this specific text (or "term") used by the Tygron Platform.	Technical name indicating a term.

Modifying clauses

Modyfing clauses are clauses which, in some fashion, modify the way the query functions, either in some way changing what data is being requests (as opposed to how other clauses merely filter data), or by performing some further operation on the resulting data.

Map types

Clause	As a polygon	As an item	Type
MAP	It must be data from this moment of time in a session.	It must be data from this moment of time in a session.	Technical name of the original/current state or the planned/maquette state.

The precise terms vary based on the simulation type, but the terms which appear in the query are CURRENT and MAQUETTE.

Layer types

Clause	As a polygon	As an item	Type
LAYERTYPE	It must be data from this layer of the 3D world.	N/A	Technical name of the surface or underground layers of the 3D world.

The precise terms are SURFACE and UNDERGROUND.

Multipliers

Clause	As a polygon	As an item	Type
ATTRIBUTE_MULT	Multiply the result by the (spatial) value of an attribute.	N/A	Attribute name of any polygonal item.
FUNCTIONMULT	Multiply the result by the (spatial) value of an attribute.	N/A	The name of a function value.
CATEGORYMULT	Multiply the result by the (spatial) value of an attribute.	N/A	The name of a category value.

Transformations

Clause	As a polygon	As an item	Type
BUFFER	N/A	Expand the valid polygon(s) used to select data	Size of the buffer

When a polygon clause (consisting of specific polygons, attribute polygons, or grid clauses, which behaves comparably for this purpose) is used, the "selection polygon" defined by those clauses is buffered before determining what valid data falls in the selection polygon.

Relations

Clause	As a polygon	As an item	Type
RELATION	N/A	Rather than data of the specified item, use the item which has this relation to it.	Technical name indicating a type of relation.

Examples for common use-cases

A number of use-cases come up frequently across various projects. Queries of the following forms often provide a firm basis for using TQL to obtain required data.

Function values (selecting)

Parking requirements of social housing

The parking demand is based on a function value of each function, and is defined as "parking places per m2". Parking demand is not based on the footprint of a construction, but the size of a construction. i.e. a construction 4 floors high needs more parking than a building with the same footprint 2 floors high.

SELECT_FLOORSIZE_WHERE_CATEGORY_IS_SOCIAL_AND_CATEGORYMULT_IS_PARKING_LOTS_DEMAND_PER_M2

• SELECT_FLOORSIZE: What we are basically looking for is the floorsize of the construction.
• CATEGORY_IS_SOCIAL: We only want to look at constructions which are of the category social housing. For that, a category clause is added.
• CATEGORYMULT_IS_PARKING_LOTS_DEMAND_PER_M2: Lastly, we are not looking directly for the floorsize, but for the parking demand as a result of that floorsize.

Function values (updating)

Traffic intensity on roads

The traffic intensity is a function value which affects calculations related to traffic. Some use-cases require these values to be updated dynamically. This can be done per neighborhood. (In this example, the neighborhood in question has the ID 1.)

UPDATE_BUILDING_TRAFFIC_FLOW_WHERE_CATEGORY_IS_ROAD_AND_NEIGHBORHOOD_IS_1

• UPDATE_BUILDING: We're changing an attribute of a building.
• TRAFFIC_FLOW: The attribute we are changing is the TRAFFIC_FLOW, which is the technical name of a function value.
• CATEGORY_IS_ROAD: We only want to update this value on roads.
• NEIGHBORHOOD_IS_1: We are updating only in this specific neighborhood. Nothing outside the neighborhood is updated by this statement.

Grid average

Quality of livability in a neighborhood

The livability overlay calculates, for each grid cell, the average livability. The best indication of how well a certain region performs in terms of livability would be to average these values out. That way, its possible to compare places which are not the same size. (In this example, the neighborhood in question has the ID 1, and the grid of livability has the ID 4.)

SELECT_GRIDAVG_WHERE_NEIGHBORHOOD_IS_1_AND_GRID_IS_4

For any given neighborhood, different points of a grid may score differently.

• SELECT_GRIDAVG: We're looking for the average score across the entire neighborhood.
• NEIGHBORHOOD_IS_1: We don't need the average of the entire map, but only of a specific neighborhood.
• GRID_IS_4: We need to specify the grid we wish to use the values of.

Grid values

The area of open water which is flooded by more than 20 cm of water

The rainfall overlay calculates what amounts of water ends up where. The overlay's results are in meters. If we wish to provide some minimum value, it must be in meters as well. 20 cm is 0,2 meters. The 3D world can also contain multiple types of water. All types of have one thing in common, namely that they all have the WATER attribute, which can be tested against. (In this example, the grid of inundation has the ID 4, and has its result type set to water stress.)

SELECT_LANDSIZE_WHERE_MINGRIDVALUE_IS_0.2_AND_GRID_IS_4_AND_TERRAIN_WITH_ATTRIBUTE_IS_WATER

• SELECT_LANDSIZE: The end result must be some area; some amount of square meters.
• MINGRIDVALUE_IS_0.2: We only want to count the area where the value calculated is at least 0.2 (meters).
• GRID_IS_4: We need to specify the grid we wish to use the values of.
• TERRAIN_WITH_ATTRIBUTE_IS_WATER: We are only looking for the water which ends up on water, identified by the "WATER" attribute.

Buffers

The amount of green in or near a neighborhood

Green constructions can be found by their green function value. The value is the amount of green in square meters, per square meter of construction. Green can be in a neighborhood, but can also be within a certain range near a neighborhood (say, 20 meters) and still have an effective presence.

SELECT_LOTSIZE_WHERE_NEIGHBORHOOD_IS_1_AND_BUFFER_IS_20.0_AND_FUNCTIONMULT_IS_GREEN_M2

• SELECT_LOTSIZE: The end result must be area taken up by constructions; some amount in square meters.
• NEIGHBORHOOD_IS_1: We want the greenery in a particular neighborhood.
• BUFFER_IS_20.0: We don't just want to look at constructions in the neighborhood itself, but also constructions within 20 meters of the neighborhood
• FUNCTIONMULT_IS_GREEN_M2:The end result must be multiplied by the green value of the respective constructions found.