Add color by parameter for SimulationTimeSeriesMatrix

[jorgenherje]

Add coloring of realization by parameter for selected vectors.

• EnsemblesContinuousParameterColoring - Utility class to work with the parameter values across multiple selected ensembles.

  • Min/Max parameter value found across selected ensembles.
  • Access to parameter value for specific realization in specific ensemble

• Subplot builder:

  • ColorScale legend
  • Grey fallback color if parameter does not exist in ensemble.

• createVectorTracesUtils.py - Refactored by creating types for function argument options. To easier work with optional and default arguments.

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Closes: #219

[HansKallekleiv]

Works great!

A few general comments from an end-user perspective:

• Consider instead of having an empty plot as default, change the default plot title to e.g. "Select a vector to visualize"
• Consider collapsing some of the settings to highlight the important bit. E.g. keep ensembles and vector selection open, but collapse the others.
• The parameter list will be overwhelming if you don't know what to look for. Not directly related to this PR but we need both filtering of parameters(e.g. based on group) and sorting of parameters on how "important" they are. We can do this by calculating the correlation of the parameter values to the timeseries at a given date. I think we could automate this by selecting the last date (automatically) and perform the correlation. There exists an early attempt of an endpoint on the api to do this correlation: https://github.com/equinor/webviz/blob/main/backend/src/backend/primary/routers/correlations/router.py
• Also not related to this PR, but we should use the full name of the vectors, instead of the shortname as the plot title. (FOPT = Field Oil Production)

[jorgenherje]

Works great!

A few general comments from an end-user perspective:

• Consider instead of having an empty plot as default, change the default plot title to e.g. "Select a vector to visualize"
• Consider collapsing some of the settings to highlight the important bit. E.g. keep ensembles and vector selection open, but collapse the others.
• The parameter list will be overwhelming if you don't know what to look for. Not directly related to this PR but we need both filtering of parameters(e.g. based on group) and sorting of parameters on how "important" they are. We can do this by calculating the correlation of the parameter values to the timeseries at a given date. I think we could automate this by selecting the last date (automatically) and perform the correlation. There exists an early attempt of an endpoint on the api to do this correlation: https://github.com/equinor/webviz/blob/main/backend/src/backend/primary/routers/correlations/router.py
• Also not related to this PR, but we should use the full name of the vectors, instead of the shortname as the plot title. (FOPT = Field Oil Production)

Nice feedback!

1. I'll handle the default plot title in: SimulationTimeSeriesMatrix fixup #367
2. I'll handle the default collapse state for groups in: SimulationTimeSeriesMatrix fixup #367
3. This issue can perhaps be additional functionality for following issue: Provide functionality for parameter filtering #321
   • Three types of parameter filtering?:
     • Filtering based on criteria/attributes of Parameter type to provide a shorter list of parameter names in e.g. a dropdown.
     • Filtering based on values of a Parameter, i.e. functionality as mentioned above here - providing a shorter list.
     • Filtering based on criteria which results in a subset of wanted realization numbers?
4. I'll handle the usage of full vector name in: SimulationTimeSeriesMatrix fixup #367

[rubenthoms]

LGTM. Some comments to consider.