WaterStrategy
English
English
  • WaterStrategy Documentation
  • Support
  • Getting Started
    • Creating an Account
    • Logging In
    • Tour of WaterStrategy
    • Creating a new Project and Network
    • Sharing Projects and Networks
    • Exporting and Importing Models
    • Dealing with Model Errors
    • Uploading External Data
  • Modeling Basics
    • Water Resource System Modeling?
    • What is Pywr?
    • Pywr Concepts
    • Node Types
      • Water Input
        • Input Node
        • Catchment Node
        • Proportional Input Node
      • Water Transport
        • Link Node
        • River Node
        • Delay Node
        • RiverSplit Node
        • RiverSplitWithGauge Node
        • RiverGauge Node
        • BreakLink Node
        • PiecewiseLink Node
        • MultiSplitLink Node
      • Water Storage
        • Storage Node
        • Reservoir Node
        • VirtualStorage Node
        • RollingVirtualStorage Node
        • AnnualVirtualStorage Node
        • SeasonalVirtualStorage Node
        • AggregatedStorage Node
      • Water Output
        • Output Node
        • Loss Link Node
      • Hydropower
        • Turbine Node
      • Others
        • AggregatedNode
    • Allocation Penalties
    • Scenarios
      • WaterStrategy Scenarios
      • Pywr-Scenarios
        • Parameter and pywr-scenario Integration
    • Parameters
      • Base Parameter Class
        • Parameter
        • IndexParameter
      • Simple Parameters
        • Constant
        • Constant Scenario Parameter
        • Constant Scenario Index Parameter
      • Combining multiple parameters
        • Aggregated Parameter
        • Aggregated Index Parameter
        • Division Parameter
        • Negative Parameter
        • MaxParameter
        • Negative MaxParameter
        • MinParameter
        • Negative MinParameter
        • Offset Parameter
      • Time Series and Profiles
        • Daily Profile
        • Weekly Profile
        • Monthly Profile
        • Uniform Drawdown Profile
        • Scenario Daily Profile
        • Scenario Weekly Profile
        • Scenario Monthly Profile
        • Array Indexed Scenario Monthly Factors
        • RBF Profile
      • DataFrame Parameter
      • HDF5 Parameter
      • Array Based Parameters
        • Array Indexed Parameter
        • Array Indexed Scenario Parameter
        • Indexed Array Parameter
      • Threshold Parameters
        • Abstract Threshold
        • Storage Threshold
        • Node Threshold
        • Parameter Threshold
        • Recorder Threshold
        • Current Year Threshold
        • Current Ordinal Day Threshold
      • Interpolation Parameters
        • Interpolated Parameter
        • Interpolated Quadrature
        • Interpolated Flow
        • Interpolated Volume
      • Control Curve Parameters
        • Base Control Curve
        • Control Curve Interpolated Parameter
        • Control Curve Piecewise Interpolated Parameter
        • Control Curve Index Parameter
      • Hydropower Parameters
      • Others
        • Annual Harmonic Series Parameter
        • Deficit Parameter
        • Scenario Wrapper Parameter
        • Piecewise Integral Parameter
        • Flow Parameter
        • Flow Delay Parameter
        • Discount Factor Parameter
    • Recorders
      • Base Recorder
        • Recorder
        • Node Recorder
        • Storage Recorder
        • Parameter Recorder
        • Index Parameter Recorder
        • Aggregator
      • Numpy Array Recorders
        • Numpy Array Node Recorder
        • Numpy Array Storage Recorder
        • Numpy Array Level Recorder
        • Numpy Array Area Recorder
        • Numpy Array Parameter Recorder
        • Numpy Array Index Parameter Recorder
        • Numpy Array Daily Profile Parameter Recorder
      • Flow Duration Curve Recorders
        • Flow Duration Curve Recorder
        • Storage Duration Curve Recorder
        • Flow Duration Curve Deviation Recorder
        • Seasonal Flow Duration Curve Recorder
      • Deficit Recorders
        • Numpy Array Node Deficit Recorder
        • Numpy Array Node Supplied Ratio Recorder
        • Numpy Array Node Curtailment Ratio Recorder
        • Total Deficit Node Recorder
        • Deficit Frequency Node Recorder
      • Statistical Recorders
        • Aggregated Recorder
        • Mean Flow Node Recorder
        • Total Flow Node Recorder
        • Annual Total Flow Recorder
        • Mean Parameter Recorder
        • Total Parameter Recorder
        • Rolling Mean Flow Node Recorder
        • Minimum Volume Storage Recorder
        • Minimum Threshold Volume Storage Recorder
        • Timestep Count Index Parameter Recorder
        • Annual Count Index Threshold Recorder
        • Rolling Window Parameter Recorder
      • Index Recorders
        • Annual Count Index Parameter Recorder
      • File Recorders
        • CSV Recorder
        • Tables Recorder
      • Hydro-power Recorders
        • Hydropower Recorder
        • Total Hydro Energy Recorder
  • Applied Modeling
    • Reservoir and Storage Nodes
  • Tutorials
    • Creating and running a simple model
      • Creating and Running a Model
        • Setting up a Project and Network
        • Adding Nodes and Links (Edges)
        • Add Data to the Nodes
        • Setting the Time Horizon
        • Running the Model and Visualizing its Outputs
        • Creating a New Scenario
        • Exercise
      • Making Changes to a Model
        • Adding a Reservoir
        • Adding Basic Operating Rules
    • Modelling basin reservoir systems
      • Creating a New Project and Network
      • Adding a Dam (Reservoir)
      • Adding a Demand
      • Adding a Water Treatment Works with Losses
      • Adding a Source Representing Groundwater
      • Additional Exercises
      • Adding reservoir bathymetry, evaporation, and rainfall
        • Background on Evaporation and Precipitation on Reservoirs
        • Adding reservoir bathymetry (Area)
        • Adding reservoir bathymetry (Level)
        • Adding monthly evaporation and rainfall
      • Using allocation penalties and control rules to balance sources
      • Control Curves and Demand Savings
        • Adding reservoir control curves and demand savings (reductions)
    • Using Allocation Penalties to Allocate Water
      • Exercise 1a Two nodes
      • Exercise 1b Two demands
      • Exercise 1c Minimum Flow Properties
      • Exercise 2a Simple system with reservoir draw downs
      • Exercise 2b Simple system with overflow
    • Pywr-scenarios reading external DataFrame and adding Custom Rules
      • Uploading Files
      • Reading CSV DataFrame
      • Running pywr-scenarios
      • Reading h5 DataFrame for pywr-scenarios
      • Create Custom Rule - TranscientDecisionParameter
Powered by GitBook
On this page
  • General Description
  • Attributes
  • Example

Was this helpful?

Export as PDF
  1. Modeling Basics
  2. Recorders
  3. File Recorders

Tables Recorder

PreviousCSV RecorderNextHydro-power Recorders

Last updated 8 months ago

Was this helpful?

General Description

A recorder that saves to PyTables CArray

This Recorder creates a CArray for every node passed to the constructor. Each CArray stores the data for all scenarios on the specific node. This is useful for analysis of Node statistics across multiple scenarios.

Attributes

Name
Description
Required

model

The model to record nodes from

Optional

h5file

The tables file handle or filename to attach the CArray objects to. If a filename is given the object will open and close the file handles

Required

nodes

Nodes to save in the tables database. Can be an iterable of Node objects or node names. It can also be a iterable of tuples with a node specific where keyword as the first item and a Node object or name as the second item. If an iterable of tuples is provided then the node specific where keyword is used in preference to the where keyword (see below)

Required

parameters

Parameters to save. Similar to the nodes keyword, except refers to Parameter objects or names thereof

Required

where

Default path to create the CArrays inside the database

Required

time

Default full node path to save a time tables.Table. If None no table is created

Optional

scenarios

Default full node path to save a scenarios tables.Table. If None no table is created

Optional

routes_flows

Relative (to where) node path to save the routes flow CArray. If None (default) no array is created

Optional

routes

Full node path to save the routes tables.Table. If None not table is created

Optional

filter_kwds

Filter keywords to pass to tables.open_file when opening a file

Required

mode

Model argument to pass to tables.open_file. Defaults to ‘w’

Optional

metadata

Dict of user defined attributes to save on the root node (root._v_attrs)

Required

create_directories

If a file path is given and create_directories is True then attempt to make the intermediate directories. This uses os.makedirs() underneath

Optional

Example

coming soon...

{

}
API Reference