refactor: Refactor log & CSV statistics

[arng40]

This PR aims to improve log statitistics by using tables.
Additionally, the table log output now includes enhanced features for greater flexibility:

• Possibility to add sub-columns,
• Support for merging cells in data,
• Possibility to add separators.

Statitistics output improves, for SinglePhaseStatistics for instance:

SinglePhaseFlowStatistics, Channel (time 5000 s): Pressure (min, average, max): -3780035.4055568296, 150575.0804809972, 6003777.073592767 Pa
SinglePhaseFlowStatistics, Channel (time 5000 s): Delta pressure (min, max): -3780035.4055568296, 6003777.073592767 Pa
SinglePhaseFlowStatistics, Channel (time 5000 s): Temperature (min, average, max): 0, 0, 0 K
SinglePhaseFlowStatistics, Channel (time 5000 s): Total dynamic pore volume: 50.007528754192336 rm^3
SinglePhaseFlowStatistics, Channel (time 5000 s): Total fluid mass: 50011.30583965373 kg

-----------------------------------------------------------------------------------------------------------------
|                                   compflowStatistics, leakyWell (time 1 s):                                   |
-----------------------------------------------------------------------------------------------------------------
|              statistics               |         min          |       average        |           max           |
-----------------------------------------------------------------------------------------------------------------
|                         Pressure[Pa]  |   6852287.971327121  |   7668119.995536645  |      8491215.639425274  |
|                  Delta pressure [Pa]  |                   0  |                   /  |                      0  |
|                      Temperature [K]  |  302.39500000000004  |  304.74998595102636  |     307.12749999999994  |
-----------------------------------------------------------------------------------------------------------------
-----------------------------------------------------------------------------------------------------------------
|                           statistics  |               phase  |                                         value  |
-----------------------------------------------------------------------------------------------------------------
|     Total dynamic pore volume [rm^3]  |                 all  |                             1.695591360000082  |
-----------------------------------------------------------------------------------------------------------------
|    Phase dynamic pore volume: [rm^3]  |                 gas  |                                             0  |
|                                       |               water  |                                       1.69559  |
-----------------------------------------------------------------------------------------------------------------
|                      Phase mass [kg]  |                 gas  |                                             0  |
|                                       |               water  |                                       1795.74  |
-----------------------------------------------------------------------------------------------------------------
|   Trapped phase mass (metric 1) [kg]  |                 gas  |                                             0  |
|                                       |               water  |                                       359.149  |
-----------------------------------------------------------------------------------------------------------------
|             nonTrappedPhaseMass [kg]  |                 gas  |                                             0  |
|                                       |               water  |                                        1436.6  |
-----------------------------------------------------------------------------------------------------------------
|  Immobile phase mass (metric 2) [kg]  |                 gas  |                                             0  |
|                                       |               water  |                                             0  |
-----------------------------------------------------------------------------------------------------------------
|    Mobile phase mass (metric 2) [kg]  |                 gas  |                                             0  |
|                                       |               water  |                                       1795.74  |
-----------------------------------------------------------------------------------------------------------------
|                  Component mass [kg]  |            gas, co2  |                                             0  |
|                                       |          gas, water  |                                             0  |
|                                       |          water, co2  |                         0.0017957448773396687  |
|                                       |        water, water  |                            1795.7430815947907  |
-----------------------------------------------------------------------------------------------------------------

---

Allowing this kind of output, i.e Mesh partitioning over ranks in DomainPartition.cpp:

 ---------------------------------------------------------------------------------------------------------------------------------------------------------
|                                                             Mesh partitioning over ranks                                                              |
---------------------------------------------------------------------------------------------------------------------------------------------------------
|       Ranks        |            Nodes             |             Edges              |              Faces              |             Elems              |
---------------------------------------------------------------------------------------------------------------------------------------------------------
|                    |  Local  |  Ghost  |  Total   |  Local   |  Ghost   |  Total   |  Local   |  Ghost   |   Total   |  Local   |  Ghost   |  Total   |
---------------------------------------------------------------------------------------------------------------------------------------------------------
|                 0  |  2,522  |    547  |   3,069  |  15,604  |   3,382  |  18,986  |  25,318  |   5,470  |   30,788  |  12,235  |   2,635  |  14,870  |
---------------------------------------------------------------------------------------------------------------------------------------------------------
|                 1  |  2,312  |    817  |   3,129  |  15,059  |   4,302  |  19,361  |  24,993  |   6,396  |   31,389  |  12,238  |   2,908  |  15,146  |
|                 2  |  2,275  |    828  |   3,103  |  14,936  |   4,293  |  19,229  |  24,894  |   6,290  |   31,184  |  12,230  |   2,824  |  15,054  |
|                 3  |  2,092  |    971  |   3,063  |  14,437  |   4,547  |  18,984  |  24,579  |   6,199  |   30,778  |  12,232  |   2,618  |  14,850  |
---------------------------------------------------------------------------------------------------------------------------------------------------------
|               sum  |  9,201  |  3,163  |  12,364  |  60,036  |  16,524  |  76,560  |  99,784  |  24,355  |  124,139  |  48,935  |  10,985  |  59,920  |
|               min  |  2,092  |    547  |   2,639  |  14,437  |   3,382  |  17,819  |  24,579  |   5,470  |   30,049  |  12,230  |   2,618  |  14,848  |
|               max  |  2,522  |    971  |   3,493  |  15,604  |   4,547  |  20,151  |  25,318  |   6,396  |   31,714  |  12,238  |   2,908  |  15,146  |
---------------------------------------------------------------------------------------------------------------------------------------------------------
|  min(local/total)  |           0.682990532158015  |            0.7604825115887063  |             0.7962343496129217  |             0.808002112769048  |
|  max(local/total)  |          0.8217660475724992  |             0.821868745391341  |             0.8223333766402494  |            0.8237037037037037  |
---------------------------------------------------------------------------------------------------------------------------------------------------------

[paveltomin]

just a few minor things to clean up

[codecov]

Codecov Report

Attention: Patch coverage is 89.81723% with 117 lines in your changes missing coverage. Please review.

Project coverage is 56.88%. Comparing base (8f9126c) to head (9653438).
Report is 1 commits behind head on develop.

Files with missing lines	Patch %	Lines
...rs/fluidFlow/CompositionalMultiphaseStatistics.cpp	71.27%	52 Missing ⚠️
...coreComponents/common/format/table/TableLayout.cpp	84.25%	20 Missing ⚠️
...eComponents/common/format/table/TableFormatter.cpp	96.05%	12 Missing ⚠️
.../physicsSolvers/fluidFlow/SourceFluxStatistics.cpp	85.50%	10 Missing ⚠️
...olvers/solidMechanics/SolidMechanicsStatistics.cpp	0.00%	7 Missing ⚠️
...physicsSolvers/fluidFlow/SinglePhaseStatistics.cpp	91.17%	6 Missing ⚠️
...c/coreComponents/common/format/table/TableData.cpp	85.71%	2 Missing ⚠️
...reComponents/mesh/generators/WellGeneratorBase.cpp	86.66%	2 Missing ⚠️
...physicsSolvers/fluidFlow/StencilDataCollection.cpp	0.00%	2 Missing ⚠️
...c/coreComponents/common/format/table/TableData.hpp	83.33%	1 Missing ⚠️
... and 3 more

Additional details and impacted files

@@             Coverage Diff             @@
##           develop    #3406      +/-   ##
===========================================
+ Coverage    56.53%   56.88%   +0.35%     
===========================================
  Files         1157     1157              
  Lines       100617   101214     +597     
===========================================
+ Hits         56880    57580     +700     
+ Misses       43737    43634     -103     

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[paveltomin]

@MelReyCG requested changes, so it can not be merged

[CusiniM]

I am moving this out of the merge queue coz it is still failing all CI jobs.

[arng40]

I also updated the mesh partitioning table, you can find the new version in the PR description
@paveltomin @rrsettgast