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gpudb::SolveGraphRequest Struct Reference

A set of input parameters for const. More...

#include <gpudb/protocol/solve_graph.h>

Public Member Functions

 SolveGraphRequest ()
 Constructs a SolveGraphRequest object with default parameter values. More...
 
 SolveGraphRequest (const std::string &graphName_, const std::vector< std::string > &weightsOnEdges_, const std::vector< std::string > &restrictions_, const std::string &solverType_, const std::vector< std::string > &sourceNodes_, const std::vector< std::string > &destinationNodes_, const std::string &solutionTable_, const std::map< std::string, std::string > &options_)
 Constructs a SolveGraphRequest object with the specified parameters. More...
 

Public Attributes

std::string graphName
 
std::vector< std::string > weightsOnEdges
 
std::vector< std::string > restrictions
 
std::string solverType
 
std::vector< std::string > sourceNodes
 
std::vector< std::string > destinationNodes
 
std::string solutionTable
 
std::map< std::string,
std::string > 		options
 

Detailed Description

A set of input parameters for const.

Solves an existing graph for a type of problem (e.g., shortest path, page rank, travelling salesman, etc.) using source nodes, destination nodes, and additional, optional weights and restrictions.

IMPORTANT: It's highly recommended that you review the Network Graphs & Solvers concepts documentation, the Graph REST Tutorial, and/or some /solve/graph examples before using this endpoint.

Definition at line 32 of file solve_graph.h.

Constructor & Destructor Documentation

gpudb::SolveGraphRequest::SolveGraphRequest ( )
inline

Constructs a SolveGraphRequest object with default parameter values.

Definition at line 38 of file solve_graph.h.

gpudb::SolveGraphRequest::SolveGraphRequest ( const std::string &  graphName_,
const std::vector< std::string > &  weightsOnEdges_,
const std::vector< std::string > &  restrictions_,
const std::string &  solverType_,
const std::vector< std::string > &  sourceNodes_,
const std::vector< std::string > &  destinationNodes_,
const std::string &  solutionTable_,
const std::map< std::string, std::string > &  options_ 
)
inline

Constructs a SolveGraphRequest object with the specified parameters.

Parameters
[in]graphName_Name of the graph resource to solve.
[in]weightsOnEdges_Additional weights to apply to the edges of an existing graph. Weights must be specified using identifiers; identifiers are grouped as combinations. Identifiers can be used with existing column names, e.g., 'table.column AS WEIGHTS_EDGE_ID', expressions, e.g., 'ST_LENGTH(wkt) AS WEIGHTS_VALUESPECIFIED', or constant values, e.g., '{4, 15, 2} AS WEIGHTS_VALUESPECIFIED'. Any provided weights will be added (in the case of 'WEIGHTS_VALUESPECIFIED') to or multiplied with (in the case of 'WEIGHTS_FACTORSPECIFIED') the existing weight(s). If using constant values in an identifier combination, the number of values specified must match across the combination.
[in]restrictions_Additional restrictions to apply to the nodes/edges of an existing graph. Restrictions must be specified using identifiers; identifiers are grouped as combinations. Identifiers can be used with existing column names, e.g., 'table.column AS RESTRICTIONS_EDGE_ID', expressions, e.g., 'column/2 AS RESTRICTIONS_VALUECOMPARED', or constant values, e.g., '{0, 0, 0, 1} AS RESTRICTIONS_ONOFFCOMPARED'. If using constant values in an identifier combination, the number of values specified must match across the combination. If remove_previous_restrictions option is set to true, any provided restrictions will replace the existing restrictions. Otherwise, any provided restrictions will be added (in the case of 'RESTRICTIONS_VALUECOMPARED') to or replaced (in the case of 'RESTRICTIONS_ONOFFCOMPARED').
[in]solverType_The type of solver to use for the graph.
  • gpudb::solve_graph_SHORTEST_PATH: Solves for the optimal (shortest) path based on weights and restrictions from one source to destinations nodes. Also known as the Dijkstra solver.
  • gpudb::solve_graph_PAGE_RANK: Solves for the probability of each destination node being visited based on the links of the graph topology. Weights are not required to use this solver.
  • gpudb::solve_graph_PROBABILITY_RANK: Solves for the transitional probability (Hidden Markov) for each node based on the weights (probability assigned over given edges).
  • gpudb::solve_graph_CENTRALITY: Solves for the degree of a node to depict how many pairs of individuals that would have to go through the node to reach one another in the minimum number of hops. Also known as betweenness.
  • gpudb::solve_graph_MULTIPLE_ROUTING: Solves for finding the minimum cost cumulative path for a round-trip starting from the given source and visiting each given destination node once then returning to the source. Also known as the travelling salesman problem.
  • gpudb::solve_graph_INVERSE_SHORTEST_PATH: Solves for finding the optimal path cost for each destination node to route to the source node. Also known as inverse Dijkstra or the service man routing problem.
  • gpudb::solve_graph_BACKHAUL_ROUTING: Solves for optimal routes that connect remote asset nodes to the fixed (backbone) asset nodes.
  • gpudb::solve_graph_ALLPATHS: Solves for paths that would give costs between max and min solution radia - Make sure to limit by the 'max_solution_targets' option. Min cost shoudl be >= shortest_path cost.
  • gpudb::solve_graph_STATS_ALL: Solves for graph statistics such as graph diameter, longest pairs, vertex valences, topology numbers, average and max cluster sizes, etc.
  • gpudb::solve_graph_CLOSENESS: Solves for the centrality closeness score per node as the sum of the inverse shortest path costs to all nodes in the graph.
The default value is gpudb::solve_graph_SHORTEST_PATH.
[in]sourceNodes_It can be one of the nodal identifiers - e.g: 'NODE_WKTPOINT' for source nodes. For BACKHAUL_ROUTING, this list depicts the fixed assets.
[in]destinationNodes_It can be one of the nodal identifiers
  • e.g: 'NODE_WKTPOINT' for destination (target) nodes. For BACKHAUL_ROUTING, this list depicts the remote assets.
[in]solutionTable_Name of the table to store the solution, in [schema_name.]table_name format, using standard name resolution rules.
[in]options_Additional parameters
  • gpudb::solve_graph_max_solution_radius: For ALLPATHS, SHORTEST_PATH and INVERSE_SHORTEST_PATH solvers only. Sets the maximum solution cost radius, which ignores the destinationNodes list and instead outputs the nodes within the radius sorted by ascending cost. If set to '0.0', the setting is ignored. The default value is '0.0'.
  • gpudb::solve_graph_min_solution_radius: For ALLPATHS, SHORTEST_PATH and INVERSE_SHORTEST_PATH solvers only. Applicable only when max_solution_radius is set. Sets the minimum solution cost radius, which ignores the destinationNodes list and instead outputs the nodes within the radius sorted by ascending cost. If set to '0.0', the setting is ignored. The default value is '0.0'.
  • gpudb::solve_graph_max_solution_targets: For ALLPATHS, SHORTEST_PATH and INVERSE_SHORTEST_PATH solvers only. Sets the maximum number of solution targets, which ignores the destinationNodes list and instead outputs no more than n number of nodes sorted by ascending cost where n is equal to the setting value. If set to 0, the setting is ignored. The default value is '1000'.
  • gpudb::solve_graph_uniform_weights: When specified, assigns the given value to all the edges in the graph. Note that weights provided in weightsOnEdges will override this value.
  • gpudb::solve_graph_left_turn_penalty: This will add an additonal weight over the edges labelled as 'left turn' if the 'add_turn' option parameter of the /create/graph was invoked at graph creation. The default value is '0.0'.
  • gpudb::solve_graph_right_turn_penalty: This will add an additonal weight over the edges labelled as' right turn' if the 'add_turn' option parameter of the /create/graph was invoked at graph creation. The default value is '0.0'.
  • gpudb::solve_graph_intersection_penalty: This will add an additonal weight over the edges labelled as 'intersection' if the 'add_turn' option parameter of the /create/graph was invoked at graph creation. The default value is '0.0'.
  • gpudb::solve_graph_sharp_turn_penalty: This will add an additonal weight over the edges labelled as 'sharp turn' or 'u-turn' if the 'add_turn' option parameter of the /create/graph was invoked at graph creation. The default value is '0.0'.
  • gpudb::solve_graph_num_best_paths: For MULTIPLE_ROUTING solvers only; sets the number of shortest paths computed from each node. This is the heuristic criterion. Default value of zero allows the number to be computed automatically by the solver. The user may want to override this parameter to speed-up the solver. The default value is '0'.
  • gpudb::solve_graph_max_num_combinations: For MULTIPLE_ROUTING solvers only; sets the cap on the combinatorial sequences generated. If the default value of two millions is overridden to a lesser value, it can potentially speed up the solver. The default value is '2000000'.
  • gpudb::solve_graph_output_edge_path: If true then concatenated edge ids will be added as the EDGE path column of the solution table for each source and target pair in shortest path solves. The default value is gpudb::solve_graph_false.
  • gpudb::solve_graph_output_wkt_path: If true then concatenated wkt line segments will be added as the Wktroute column of the solution table for each source and target pair in shortest path solves. The default value is gpudb::solve_graph_true.
  • gpudb::solve_graph_server_id: Indicates which graph server(s) to send the request to. Default is to send to the server, amongst those containing the corresponding graph, that has the most computational bandwidth. For SHORTEST_PATH solver type, the input is split amongst the server containing the corresponding graph.
  • gpudb::solve_graph_convergence_limit: For PAGE_RANK solvers only; Maximum percent relative threshold on the pagerank scores of each node between consecutive iterations to satisfy convergence. Default value is 1 (one) percent. The default value is '1.0'.
  • gpudb::solve_graph_max_iterations: For PAGE_RANK solvers only; Maximum number of pagerank iterations for satisfying convergence. Default value is 100. The default value is '100'.
  • gpudb::solve_graph_max_runs: For all CENTRALITY solvers only; Sets the maximum number of shortest path runs; maximum possible value is the number of nodes in the graph. Default value of 0 enables this value to be auto computed by the solver. The default value is '0'.
  • gpudb::solve_graph_output_clusters: For STATS_ALL solvers only; the cluster index for each node will be inserted as an additional column in the output. The default value is gpudb::solve_graph_false.
  • gpudb::solve_graph_solve_heuristic: Specify heuristic search criterion only for the geo graphs and shortest path solves towards a single target The default value is gpudb::solve_graph_none.
  • gpudb::solve_graph_astar_radius: For path solvers only when 'solve_heuristic' option is 'astar'. The shortest path traversal front includes nodes only within this radius (kilometers) as it moves towards the target location. The default value is '70'.

Definition at line 350 of file solve_graph.h.

Member Data Documentation

std::vector<std::string> gpudb::SolveGraphRequest::destinationNodes

Definition at line 367 of file solve_graph.h.

std::string gpudb::SolveGraphRequest::graphName

Definition at line 362 of file solve_graph.h.

std::map<std::string, std::string> gpudb::SolveGraphRequest::options

Definition at line 369 of file solve_graph.h.

std::vector<std::string> gpudb::SolveGraphRequest::restrictions

Definition at line 364 of file solve_graph.h.

std::string gpudb::SolveGraphRequest::solutionTable

Definition at line 368 of file solve_graph.h.

std::string gpudb::SolveGraphRequest::solverType

Definition at line 365 of file solve_graph.h.

std::vector<std::string> gpudb::SolveGraphRequest::sourceNodes

Definition at line 366 of file solve_graph.h.

std::vector<std::string> gpudb::SolveGraphRequest::weightsOnEdges

Definition at line 363 of file solve_graph.h.

The documentation for this struct was generated from the following file: