Catalogs

The creation of “catalogs” of values for halos and subhalos (i.e. galaxies) is common analysis approach. These auxiliary, or post-processed, catalogs can then be combined with other previously computed values to understand correlations and relationships between galaxy and halo properties in general.

Defining New Catalogs

In order to create a new catalog, you simply need to give it a name, and attach to that name the exact definition of the value to compute. This definition is the function which generates the values, together with any required arguments for that function. For example:

'Subhalo_Mass_30pkpc_Stars' :
  partial(subhaloRadialReduction,ptType='stars',ptProperty='Masses',op='sum',rad=30.0),

is the definition of the Subhalo_Mass_30pkpc_Stars catalog, a commonly used measurement for the stellar mass of a galaxy. To create this catalog, the subhaloRadialReduction() function is called. This is a versatile analysis function which applies a particular ‘reduction operation’ (i.e. mathematical/statistical method) to a particular field of the particles/cells which belong to a subhalo. Its behavior is controlled by setting the following options:

  • ptType = 'stars' specifies that we will process stellar particles.

  • ptProperty = 'Masses' specifies that we will operate on the Masses snapshot field. Any known physical quantity of a particle/cell can be used.

  • op = 'sum' specifies that we will take the sum (total) of this field.

  • rad = 30.0 requests an aperture restriction, such that only particles within a 3D radial distance of 30 pkpc are included.

Let’s take a second, more complex, example:

'Subhalo_CoolingTime_OVI_HaloGas' :
  partial(subhaloRadialReduction,ptType='gas',ptProperty='tcool',op='mean',weighting='O VI mass',
          rad='r015_1rvir_halo',ptRestrictions={'StarFormationRate':['eq',0.0]}),

Here we use the same function to compute the mean cooling time for every gas cell, weighted by the mass of the OVI ion in that cell, restricted to a radial shell of \(0.15 < r/r_{\rm vir} < 1.0\) (representing the “halo”, i.e. excluding the central galaxy), and further restricted to cells with absolutely zero StarFormationRate.

Let’s look at a third, final example, based on a different generating function:

'Subhalo_RadProfile2Dedgeon_FoF_Gas_LOSVel_sfrWt' :
  partial(subhaloRadialProfile,ptType='gas',ptProperty='losvel_abs',op='mean',weighting='sfr',
          scope='fof',proj2D=['edge-on',None]),

In this case we compute, for every subhalo, a radial profile of the mean line-of-sight velocity (absolute value) of gas, weighted by the cell SFR. In this calculation all cells inside the parent FoF halo are included. Further, it is carried out in 2D projection, with the specific viewing direction defined by rotating the galaxy into its edge-on orientation.

Note

These three examples are all entries in a python dict. The catalog name, as a string, is the dictionary key, and a partial(func, args) is the value.

To add a definition for a new catalog, you only need to add an entry to the load.auxcat.fieldComputeFunctionMapping dictionary (by editing the source file).

The easiest way is to follow existing examples.

If you aren’t familiar with functools.partial(), this creates a new function which “wraps” the original func with one or more arguments specified.

Generating and Loading Catalogs

Once you have added a new entry to the auxCat dictionary, you can request this catalog for a given run:

sim = simParams(run='tng100-2', redshift=0.0)
data, meta = sim.auxCat('MyCatalogName')

All methods to generate catalogs should support pSplit-based Parallelism. So you can launch a distributed job, for example with eight independent jobs, each executing:

sim = simParams(run='tng100-2', redshift=0.0)
x = sim.auxCat('MyCatalogName', pSplit=[i,8])

After the final job completes, the eight intermediate output files can be combined into the final catalog:

data, meta = sim.auxCat('MyCatalogName', pSplit=[0,8])

In some cases you may wish to compute a catalog across several chunks in this way, for example in order to reduce the peak memory usage by avoiding to load an entire snapshot at once, but still want to run these chunks one after another on a single machine. In this case the following shorthand can be used:

sim = simParams(run='tng100-2', redshift=0.0)
data, meta = sim.auxCatSplit('MyCatalogName')

Warning

In general, a catalog value of np.nan is specifically used to indicate that no value was computed for a given subhalo.

Using Catalog Values in General Plots

After generating a catalog, you can directly load these values and use them for analysis, as above. On the other hand, you can also integrate them in the generalized plotting framework, to more easily explore correlations with other existing quantities.

To do so, you should add your auxCat as a new entry into the Adding New Custom Snapshot Quantities, by editing plot.quantities.simSubhaloQuantity(), following existing examples. Here you must provide a description which is used in plots, including unit metadata, and default plotting bounds.

You can also add the name to plot.quantities.quantList() (optional), which returns a list of all the properties we know for subhalos.

Note

The return of this function with alwaysAvail == True defines the list of properties available for interactive exploration on the IllustrisTNG Data Release Group Catalog Plot Utility.

Note

As mentioned in simSubhaloQuantity() there is currently a partial duplication with load.groupcat.groupCat(). In the future these two methods for loading custom subhalo fields can be unified for simplicity.

After you have made this addition, you can then load the corresponding data as:

x = sim.simSubhaloQuantity('my_new_field')

And request it on any of the general plot routines, for instance:

plot.cosmoGeneral.quantMedianVsSecondQuant(sim, 'my_new_field', 'mstar_30pkpc')

Analysis Capabilities

The following functions currently exist to compute catalogs of these types. First, to compute one or more values per halo or subhalo, based on the particles/cells which belong to each halo or subhalo:

  • fofRadialSumType() - sum a property of a given particle type, within a particular aperture, for all FoF halos.

  • subhaloRadialReduction() - compute an arbitrary summary statistic on any particle/cell quantity, for all subhalos.

  • subhaloStellarPhot() - compute photometry, half-light radii, and similar properties based on stellar light mocks, for all subhalos.

  • subhaloRadialProfile() - compute radial profiles, for any particle/cell quantity, for all subhalos.

To compute a value per subhalo, based on past history:

  • mergerTreeQuant() - compute a property for each subhalo based on its merger tree, for instance halo formation time, number of mergers, and so on.

  • tracerTracksQuant() - compute a property for each subhalo based on the Lagrangian histories of its member tracer particles, for instance the average entropy of smoothly accreted gas at the time of its accretion.

To compute a value per subhalo, based on other group catalog objects:

  • subhaloCatNeighborQuant() - compute a property for each subhalo, based on the other subhalos in the catalog, for instance the number of neighbors, and other environmental densities.

To compute a statistic or value for an entire simulation as a whole:

  • wholeBoxCDDF() - compute the column density distribution function for a given gas species (e.g. HI, H2, OVI, and so on) by projecting the entire simulation onto a very large uniform 2D grid.

Finally, these are slightly more customized functions which compute values per subhalo, i.e. they were made for specific projects, and could be generalized more in the future:

  • instantaneousMassFluxes() - compute the radial mass, energy, or momentum flux rates (outflowing/inflowing), as well as high dimensional histograms of these fluxes as a function of (rad, vrad, dens, temp, metallicity), together with marginalized 1D and 2D histograms over these properties.

  • massLoadingsSN() - compute the mass loading factor, energy loading factor, or momentum loading factors.

  • outflowVelocities() - compute an ‘outflow velocity’, which is a summary statistic derived from the outwards radial mass fluxes.

  • healpixThresholdedRadius() - compute characteristic radii based on spherical healpix sampling of particles/cells around halos, for instance the virial shock radius or splashback radius.

Common Options

Many of these have a number of common options which are useful to describe in some detail, in case they are relevant for a specific catalog:

ptType:

the particle type, should be one of gas, bh, stars, or bhs.

ptProperty:

the particle quantity/field, can be any known physical property.

op:

a mathematical operation, typically can be one of e.g. min, max, sum, mean, median, and so on. Often can be any python function, e.g. numpy.std() or even a function you define yourself. Can also frequently be a “custom user-defined function” defined by a string. These are mostly handled inside cosmo.auxcatalog._process_custom_func(), some examples being Krot (the \(\kappa_{\rm \star,rot}\) measurement of stellar rotational support) or halfrad (the radius enclosing half of the total of the given quantity). Additional custom operations can be added to this function.

rad:

a radial restriction. If not specified, all particles/cells in the given scope are included. If a number, should be input in pkpc. Otherwise can be a string understood by cosmo.auxcatalog._radialRestriction(), for instance r015_1rvir_halo, rvir, 2rhalfstars, sdss_fiber, legac_slit, and so on. Additional specialized radial restrictions can be added to this function.

ptRestrictions:

one or more particle quantity restrictions to apply. If specified, should be a dictionary, where each key is a quantity name, and each value is a 2-tuple specifying an [inequality,value] pair to apply. The inequality is a string, one of 'gt','lt','eq', and the value is the numeric bound. For example, {'StarFormationRate':['gt':0.0]} includes only gas cells with positive star formation rates.

weighting:

any particle quantity/field, by which to weight the particles/cells, for the given operation.

scope:

defines which particles/cells should be included. The typical options are subhalo (default, include all gravitationally bound members of the subhalo, e.g. in the case of centrals this excludes both satellites and inner FoF fuzz), fof (instead include all members of the parent fof halo, e.g. this means that centrals and satellites of the same halo compute over the same particles, modulo any radial restriction), or global (include all particles/cells in the entire snapshot, important e.g. for radial profiles extending to large distance). Note that the last option may come with significant performance penalties.

The following options restrict the computation to a subset of all objects. For instance, if you only care about central galaxies, you can skip satellites, or if you only care about relatively massive halos, you can skip low-mass halos. The main purpose here is to save (a significant amount of) computation time when creating the catalog.

minStellarMass:

minimum stellar mass of the galaxy [\(\log M_{\rm sun}\)]. A nonzero value therefore excludes all dark subhalos by definition.

minHaloMass:

minimum stellar mass of the parent halo [\(\log M_{\rm sun}\)]. This compares against the mhalo_200_log quantity for subhalos, which is only defined for centrals. A nonzero value therefore excludes all satellites by definition.

cenSatSelect:

one of cen, sat, or all.

Current Catalog Definitions

The code base currently has the following catalog definitions, as listed in the fieldComputeFunctionMapping dictionary of cosmo.auxcatalog.

Catalog Name

Generator Function

Arguments

Group_Mass_Crit500_Type

fofRadialSumType()

ptProperty = Masses, ptType = all, rad = Group_R_Crit500

Group_XrayBolLum_Crit500

fofRadialSumType()

ptProperty = xray_lum, ptType = gas, rad = Group_R_Crit500

Group_XrayLum_05-2kev_Crit500

fofRadialSumType()

ptProperty = xray_lum_05-2kev, ptType = gas, rad = Group_R_Crit500

Group_XrayLum_0.5-2.0kev_Crit500

fofRadialSumType()

ptProperty = xray_lum_0.5-2.0kev, ptType = gas, rad = Group_R_Crit500

Group_XrayLum_0.1-2.4kev_Crit500

fofRadialSumType()

ptProperty = xray_lum_0.1-2.4kev, ptType = gas, rad = Group_R_Crit500

Subhalo_Mass_5pkpc_Stars

subhaloRadialReduction()

ptType = stars, ptProperty = Masses, op = sum, rad = 5.0

Subhalo_Mass_5pkpc_Gas

subhaloRadialReduction()

ptType = gas, ptProperty = Masses, op = sum, rad = 5.0

Subhalo_Mass_5pkpc_DM

subhaloRadialReduction()

ptType = dm, ptProperty = Masses, op = sum, rad = 5.0

Subhalo_Mass_5pkpc_BH

subhaloRadialReduction()

ptType = bhs, ptProperty = Masses, op = sum, rad = 5.0

Subhalo_Mass_25pkpc_Stars

subhaloRadialReduction()

ptType = stars, ptProperty = Masses, op = sum, rad = 25.0

Subhalo_Mass_30pkpc_Stars

subhaloRadialReduction()

ptType = stars, ptProperty = Masses, op = sum, rad = 30.0

Subhalo_Mass_2rhalf_Stars

subhaloRadialReduction()

ptType = stars, ptProperty = Masses, op = sum, rad = 2rhalfstars

Subhalo_Mass_100pkpc_Stars

subhaloRadialReduction()

ptType = stars, ptProperty = Masses, op = sum, rad = 100.0, minStellarMass = 10.0

Subhalo_Mass_min_30pkpc_2rhalf_Stars

subhaloRadialReduction()

ptType = stars, ptProperty = Masses, op = sum, rad = 30h

Subhalo_Mass_puchwein10_Stars

subhaloRadialReduction()

ptType = stars, ptProperty = Masses, op = sum, rad = p10

Subhalo_Mass_SFingGas

subhaloRadialReduction()

ptType = gas, ptProperty = mass, op = sum, rad = None, ptRestrictions = {‘StarFormationRate’: [‘gt’, 0.0]}

Subhalo_Mass_30pkpc_HI

subhaloRadialReduction()

ptType = gas, ptProperty = HI mass, op = sum, rad = 30.0

Subhalo_Mass_100pkpc_HI

subhaloRadialReduction()

ptType = gas, ptProperty = HI mass, op = sum, rad = 100.0

Subhalo_Mass_2rstars_HI

subhaloRadialReduction()

ptType = gas, ptProperty = HI mass, op = sum, rad = 2rhalfstars

Subhalo_Mass_FoF_HI

subhaloRadialReduction()

ptType = gas, ptProperty = HI mass, op = sum, rad = None, scope = fof, cenSatSelect = cen

Subhalo_Mass_FoF_Gas

subhaloRadialReduction()

ptType = gas, ptProperty = mass, op = sum, rad = None, scope = fof, cenSatSelect = cen

Subhalo_Mass_HI

subhaloRadialReduction()

ptType = gas, ptProperty = HI mass, op = sum, rad = None

Subhalo_Mass_2rstars_MHI_GK

subhaloRadialReduction()

ptType = gas, ptProperty = MHI_GK, op = sum, rad = 2rhalfstars

Subhalo_Mass_70pkpc_MHI_GK

subhaloRadialReduction()

ptType = gas, ptProperty = MHI_GK, op = sum, rad = 70.0

Subhalo_Mass_FoF_MHI_GK

subhaloRadialReduction()

ptType = gas, ptProperty = MHI_GK, op = sum, rad = None, scope = fof, cenSatSelect = cen

Subhalo_Mass_10pkpc_Stars

subhaloRadialReduction()

ptType = stars, ptProperty = Masses, op = sum, rad = 10.0

Subhalo_Mass_10pkpc_Gas

subhaloRadialReduction()

ptType = gas, ptProperty = Masses, op = sum, rad = 10.0

Subhalo_Mass_10pkpc_DM

subhaloRadialReduction()

ptType = dm, ptProperty = Masses, op = sum, rad = 10.0

Subhalo_EscapeVel_10pkpc_Gas

subhaloRadialReduction()

ptType = gas, ptProperty = vesc, op = mean, rad = 10pkpc_shell

Subhalo_EscapeVel_rvir_Gas

subhaloRadialReduction()

ptType = gas, ptProperty = vesc, op = mean, rad = rvir_shell

Subhalo_Potential_10pkpc_Gas

subhaloRadialReduction()

ptType = gas, ptProperty = Potential, op = mean, rad = 10pkpc_shell

Subhalo_Potential_rvir_Gas

subhaloRadialReduction()

ptType = gas, ptProperty = Potential, op = mean, rad = rvir_shell

Subhalo_Mass_HI_GK

subhaloRadialReduction()

ptType = gas, ptProperty = MHI_GK, op = sum, rad = None

Subhalo_Mass_MgII

subhaloRadialReduction()

ptType = gas, ptProperty = Mg II mass, op = sum, rad = None

Subhalo_Mass_OV

subhaloRadialReduction()

ptType = gas, ptProperty = O V mass, op = sum, rad = None

Subhalo_Mass_OVI

subhaloRadialReduction()

ptType = gas, ptProperty = O VI mass, op = sum, rad = None

Subhalo_Mass_OVII

subhaloRadialReduction()

ptType = gas, ptProperty = O VII mass, op = sum, rad = None

Subhalo_Mass_OVIII

subhaloRadialReduction()

ptType = gas, ptProperty = O VIII mass, op = sum, rad = None

Subhalo_Mass_AllGas_Mg

subhaloRadialReduction()

ptType = gas, ptProperty = metalmass_Mg, op = sum, rad = None

Subhalo_Mass_AllGas_Oxygen

subhaloRadialReduction()

ptType = gas, ptProperty = metalmass_O, op = sum, rad = None

Subhalo_Mass_AllGas_Metal

subhaloRadialReduction()

ptType = gas, ptProperty = metalmass, op = sum, rad = None

Subhalo_Mass_AllGas

subhaloRadialReduction()

ptType = gas, ptProperty = mass, op = sum, rad = None

Subhalo_Mass_SF0Gas_Oxygen

subhaloRadialReduction()

ptType = gas, ptProperty = metalmass_O, op = sum, rad = None, ptRestrictions = {‘StarFormationRate’: [‘eq’, 0.0]}

Subhalo_Mass_SF0Gas_Metal

subhaloRadialReduction()

ptType = gas, ptProperty = metalmass, op = sum, rad = None, ptRestrictions = {‘StarFormationRate’: [‘eq’, 0.0]}

Subhalo_Mass_SF0Gas

subhaloRadialReduction()

ptType = gas, ptProperty = mass, op = sum, rad = None, ptRestrictions = {‘StarFormationRate’: [‘eq’, 0.0]}

Subhalo_Mass_SFGas_Metal

subhaloRadialReduction()

ptType = gas, ptProperty = metalmass, op = sum, rad = None, ptRestrictions = {‘StarFormationRate’: [‘gt’, 0.0]}

Subhalo_Mass_SFGas_Hydrogen

subhaloRadialReduction()

ptType = gas, ptProperty = metalmass_H, op = sum, rad = None, ptRestrictions = {‘StarFormationRate’: [‘gt’, 0.0]}

Subhalo_Mass_SFGas_HI

subhaloRadialReduction()

ptType = gas, ptProperty = HI mass, op = sum, rad = None, ptRestrictions = {‘StarFormationRate’: [‘gt’, 0.0]}

Subhalo_Mass_nHgt05_Metal

subhaloRadialReduction()

ptType = gas, ptProperty = metalmass, op = sum, rad = None, ptRestrictions = {‘nh’: [‘gt’, 0.05]}

Subhalo_Mass_nHgt05_Hydrogen

subhaloRadialReduction()

ptType = gas, ptProperty = metalmass_H, op = sum, rad = None, ptRestrictions = {‘nh’: [‘gt’, 0.05]}

Subhalo_Mass_nHgt05_HI

subhaloRadialReduction()

ptType = gas, ptProperty = HI mass, op = sum, rad = None, ptRestrictions = {‘nh’: [‘gt’, 0.05]}

Subhalo_Mass_nHgt025_Metal

subhaloRadialReduction()

ptType = gas, ptProperty = metalmass, op = sum, rad = None, ptRestrictions = {‘nh’: [‘gt’, 0.025]}

Subhalo_Mass_nHgt025_Hydrogen

subhaloRadialReduction()

ptType = gas, ptProperty = metalmass_H, op = sum, rad = None, ptRestrictions = {‘nh’: [‘gt’, 0.025]}

Subhalo_Mass_nHgt025_HI

subhaloRadialReduction()

ptType = gas, ptProperty = HI mass, op = sum, rad = None, ptRestrictions = {‘nh’: [‘gt’, 0.025]}

Subhalo_Mass_HaloGas_Oxygen

subhaloRadialReduction()

ptType = gas, ptProperty = metalmass_O, op = sum, rad = r015_1rvir_halo

Subhalo_Mass_HaloGas_Metal

subhaloRadialReduction()

ptType = gas, ptProperty = metalmass, op = sum, rad = r015_1rvir_halo

Subhalo_Mass_HaloGas

subhaloRadialReduction()

ptType = gas, ptProperty = mass, op = sum, rad = r015_1rvir_halo

Subhalo_Mass_HaloGas_Cold

subhaloRadialReduction()

ptType = gas, ptProperty = mass, op = sum, rad = r015_1rvir_halo, ptRestrictions = {‘temp_log’: [‘lt’, 4.5]}

Subhalo_Mass_HaloGas_SFCold

subhaloRadialReduction()

ptType = gas, ptProperty = mass, op = sum, rad = r015_1rvir_halo, ptRestrictions = {‘temp_sfcold_log’: [‘lt’, 4.5]}

Subhalo_Mass_HaloStars_Metal

subhaloRadialReduction()

ptType = stars, ptProperty = metalmass, op = sum, rad = r015_1rvir_halo

Subhalo_Mass_HaloStars

subhaloRadialReduction()

ptType = stars, ptProperty = mass, op = sum, rad = r015_1rvir_halo

Subhalo_Mass_HaloGasFoF

subhaloRadialReduction()

ptType = gas, ptProperty = mass, op = sum, scope = fof, cenSatSelect = cen, rad = r015_1rvir_halo

Subhalo_Mass_HaloGasFoF_SFCold

subhaloRadialReduction()

ptType = gas, ptProperty = mass, op = sum, scope = fof, cenSatSelect = cen, rad = r015_1rvir_halo, ptRestrictions = {‘temp_sfcold_log’: [‘lt’, 4.5]}

Subhalo_Mass_50pkpc_Gas

subhaloRadialReduction()

ptType = gas, ptProperty = Masses, op = sum, rad = 50.0

Subhalo_Mass_50pkpc_Stars

subhaloRadialReduction()

ptType = stars, ptProperty = Masses, op = sum, rad = 50.0

Subhalo_Mass_250pkpc_Gas

subhaloRadialReduction()

ptType = gas, ptProperty = Masses, op = sum, rad = 250.0

Subhalo_Mass_250pkpc_Gas_Global

subhaloRadialReduction()

ptType = gas, ptProperty = Masses, op = sum, rad = 250.0, scope = global

Subhalo_Mass_250pkpc_Stars

subhaloRadialReduction()

ptType = stars, ptProperty = Masses, op = sum, rad = 250.0

Subhalo_Mass_250pkpc_Stars_Global

subhaloRadialReduction()

ptType = stars, ptProperty = Masses, op = sum, rad = 250.0, scope = global

Subhalo_Mass_r200_Gas

subhaloRadialReduction()

ptType = gas, ptProperty = Masses, op = sum, rad = r200crit

Subhalo_Mass_r200_Gas_Global

subhaloRadialReduction()

ptType = gas, ptProperty = Masses, op = sum, rad = r200crit, scope = global, minStellarMass = 9.0

Subhalo_Mass_r500_Gas_FoF

subhaloRadialReduction()

ptType = gas, ptProperty = Masses, op = sum, rad = r500crit, scope = fof, cenSatSelect = cen, minHaloMass = 10000dm

Subhalo_Mass_r500_Stars_FoF

subhaloRadialReduction()

ptType = stars, ptProperty = Masses, op = sum, rad = r500crit, scope = fof, cenSatSelect = cen, minHaloMass = 10000dm

Subhalo_Mass_r500_Stars

subhaloRadialReduction()

ptType = stars, ptProperty = Masses, op = sum, rad = r500crit, cenSatSelect = cen, minHaloMass = 10000dm

Subhalo_Mass_1pkpc_2D_Stars

subhaloRadialReduction()

ptType = stars, ptProperty = Masses, op = sum, rad = 1pkpc_2d

Subhalo_CoolingTime_HaloGas

subhaloRadialReduction()

ptType = gas, ptProperty = tcool, op = mean, rad = r015_1rvir_halo, ptRestrictions = {‘StarFormationRate’: [‘eq’, 0.0]}

Subhalo_CoolingTime_OVI_HaloGas

subhaloRadialReduction()

ptType = gas, ptProperty = tcool, op = mean, weighting = O VI mass, rad = r015_1rvir_halo, ptRestrictions = {‘StarFormationRate’: [‘eq’, 0.0]}

Subhalo_StellarMassFormed_10myr

subhaloRadialReduction()

ptType = stars, ptProperty = initialmass, op = sum, rad = None, ptRestrictions = {‘stellar_age’: [‘lt’, 0.01]}

Subhalo_StellarMassFormed_10myr_30pkpc

subhaloRadialReduction()

ptType = stars, ptProperty = initialmass, op = sum, rad = 30.0, ptRestrictions = {‘stellar_age’: [‘lt’, 0.01]}

Subhalo_StellarMassFormed_50myr_30pkpc

subhaloRadialReduction()

ptType = stars, ptProperty = initialmass, op = sum, rad = 30.0, ptRestrictions = {‘stellar_age’: [‘lt’, 0.05]}

Subhalo_StellarMassFormed_100myr_30pkpc

subhaloRadialReduction()

ptType = stars, ptProperty = initialmass, op = sum, rad = 30.0, ptRestrictions = {‘stellar_age’: [‘lt’, 0.1]}

Subhalo_GasSFR_30pkpc

subhaloRadialReduction()

ptType = gas, ptProperty = sfr, op = sum, rad = 30.0

Subhalo_Gas_SFR_HalfRad

subhaloRadialReduction()

ptType = gas, ptProperty = sfr, op = halfrad, rad = None

Subhalo_Gas_Halpha_HalfRad

subhaloRadialReduction()

ptType = gas, ptProperty = halpha_lum, op = halfrad, rad = None

Subhalo_Gas_HI_HalfRad

subhaloRadialReduction()

ptType = gas, ptProperty = HI mass, op = halfrad, rad = None

Subhalo_Gas_Dist256

subhaloRadialReduction()

ptType = gas, ptProperty = mass, op = dist256, scope = fof, cenSatSelect = cen, minStellarMass = 9.0, rad = None

Subhalo_Stars_R50

subhaloRadialReduction()

ptType = stars, ptProperty = mass, op = halfrad, rad = None

Subhalo_Stars_R80

subhaloRadialReduction()

ptType = stars, ptProperty = mass, op = rad80, rad = None

Subhalo_XrayBolLum

subhaloRadialReduction()

ptType = gas, ptProperty = xray_lum, op = sum, rad = None

Subhalo_XrayLum_05-2kev

subhaloRadialReduction()

ptType = gas, ptProperty = xray_lum_05-2kev, op = sum, rad = None

Subhalo_XrayLum_0.5-2.0kev

subhaloRadialReduction()

ptType = gas, ptProperty = xray_lum_0.5-2.0kev, op = sum, rad = None

Subhalo_XrayLum_0.5-2.0kev_halo

subhaloRadialReduction()

ptType = gas, ptProperty = xray_lum_0.5-2.0kev, op = sum, scope = fof, cenSatSelect = cen, rad = r015_1rvir_halo

Subhalo_XrayBolLum_2rhalfstars

subhaloRadialReduction()

ptType = gas, ptProperty = xray_lum, op = sum, rad = 2rhalfstars

Subhalo_XrayLum_05-2kev_2rhalfstars

subhaloRadialReduction()

ptType = gas, ptProperty = xray_lum_05-2kev, op = sum, rad = 2rhalfstars

Subhalo_LX_05-2keV_R500c_3D

subhaloRadialReduction()

ptType = gas, ptProperty = xray_lum_0.5-2.0kev, op = sum, rad = r500crit, scope = fof, cenSatSelect = cen, minHaloMass = 12.0

Subhalo_XrayLum_0.5-2.0kev_R500c_2D_d=r200

summarize_projection_2d()

quantity = xray_lum_0.5-2.0kev, projConf = 2r200_d=r200, aperture = r500

Subhalo_XrayOffset_2D

summarize_projection_2d()

quantity = xray_lum_0.5-2.0kev, projConf = 0.5r500_d=3r200, op = peak_offset

Subhalo_SZOffset_2D

summarize_projection_2d()

quantity = sz_yparam, projConf = 0.5r500_d=3r200, op = peak_offset

Subhalo_OVIIr_GalaxyLum_1rstars

subhaloRadialReduction()

ptType = gas, ptProperty = O 7 21.6020A lum2phase, op = sum, rad = 1rhalfstars, ptRestrictions = {‘StarFormationRate’: [‘gt’, 0.0]}

Subhalo_OVIIr_DiffuseLum_1rstars

subhaloRadialReduction()

ptType = gas, ptProperty = O 7 21.6020A lum2phase, op = sum, rad = 1rhalfstars, ptRestrictions = {‘StarFormationRate’: [‘eq’, 0.0]}

Subhalo_OVIIr_GalaxyLum_10pkpc

subhaloRadialReduction()

ptType = gas, ptProperty = O 7 21.6020A lum2phase, op = sum, rad = 10.0, ptRestrictions = {‘StarFormationRate’: [‘gt’, 0.0]}

Subhalo_OVIIr_DiffuseLum_10pkpc

subhaloRadialReduction()

ptType = gas, ptProperty = O 7 21.6020A lum2phase, op = sum, rad = 10.0, ptRestrictions = {‘StarFormationRate’: [‘eq’, 0.0]}

Subhalo_OVIIr_GalaxyLum_30pkpc

subhaloRadialReduction()

ptType = gas, ptProperty = O 7 21.6020A lum2phase, op = sum, rad = 30.0, ptRestrictions = {‘StarFormationRate’: [‘gt’, 0.0]}

Subhalo_OVIIr_DiffuseLum_30pkpc

subhaloRadialReduction()

ptType = gas, ptProperty = O 7 21.6020A lum2phase, op = sum, rad = 30.0, ptRestrictions = {‘StarFormationRate’: [‘eq’, 0.0]}

Subhalo_MgII_Lum_DustDepleted

subhaloRadialReduction()

ptType = gas, ptProperty = MgII lum_dustdepleted, op = sum, rad = None

Subhalo_MgII_LumSize_DustDepleted

subhaloRadialReduction()

ptType = gas, ptProperty = MgII lum_dustdepleted, op = halfrad, rad = None

Subhalo_MgII_LumConcentration_DustDepleted

subhaloRadialReduction()

ptType = gas, ptProperty = MgII lum_dustdepleted, op = concentration, rad = None

Subhalo_CIV1551_Lum_InnerCGM

subhaloRadialReduction()

ptType = gas, ptProperty = C 4 1550.78A lum2phase, op = sum, rad = 20pkpc_halfrvir, cenSatSelect = cen, scope = fof

Subhalo_CIV1551_Lum_OuterCGM

subhaloRadialReduction()

ptType = gas, ptProperty = C 4 1550.78A lum2phase, op = sum, rad = halfrvir_rvir, cenSatSelect = cen, scope = fof

Subhalo_HeII1640_Lum_InnerCGM

subhaloRadialReduction()

ptType = gas, ptProperty = He 2 1640.43A lum2phase, op = sum, rad = 20pkpc_halfrvir, cenSatSelect = cen, scope = fof

Subhalo_HeII1640_Lum_OuterCGM

subhaloRadialReduction()

ptType = gas, ptProperty = He 2 1640.43A lum2phase, op = sum, rad = halfrvir_rvir, cenSatSelect = cen, scope = fof

Subhalo_S850um

subhaloRadialReduction()

ptType = gas, ptProperty = s850um_flux, op = sum, rad = None

Subhalo_S850um_25pkpc

subhaloRadialReduction()

ptType = gas, ptProperty = s850um_flux, op = sum, rad = 25.0

Subhalo_SynchrotronPower_SKA

subhaloRadialReduction()

ptType = gas, ptProperty = p_sync_ska, op = sum, rad = None

Subhalo_SynchrotronPower_SKA_eta43

subhaloRadialReduction()

ptType = gas, ptProperty = p_sync_ska_eta43, op = sum, rad = None

Subhalo_SynchrotronPower_SKA_alpha15

subhaloRadialReduction()

ptType = gas, ptProperty = p_sync_ska_alpha15, op = sum, rad = None

Subhalo_SynchrotronPower_VLA

subhaloRadialReduction()

ptType = gas, ptProperty = p_sync_vla, op = sum, rad = None

Subhalo_BH_Mass_largest

subhaloRadialReduction()

ptType = bhs, ptProperty = BH_Mass, op = max, rad = None

Subhalo_BH_Mdot_largest

subhaloRadialReduction()

ptType = bhs, ptProperty = BH_Mdot, op = max, rad = None

Subhalo_BH_MdotEdd_largest

subhaloRadialReduction()

ptType = bhs, ptProperty = BH_MdotEddington, op = max, rad = None

Subhalo_BH_BolLum_largest

subhaloRadialReduction()

ptType = bhs, ptProperty = BH_BolLum, op = max, rad = None

Subhalo_BH_BolLum_basic_largest

subhaloRadialReduction()

ptType = bhs, ptProperty = BH_BolLum_basic, op = max, rad = None

Subhalo_BH_EddRatio_largest

subhaloRadialReduction()

ptType = bhs, ptProperty = BH_EddRatio, op = max, rad = None

Subhalo_BH_dEdt_largest

subhaloRadialReduction()

ptType = bhs, ptProperty = BH_dEdt, op = max, rad = None

Subhalo_BH_mode

subhaloRadialReduction()

ptType = bhs, ptProperty = BH_mode, op = mean, rad = None

Subhalo_Gas_Wind_vel

subhaloRadialReduction()

ptType = gas, ptProperty = wind_vel, op = mean, rad = 2rhalfstars

Subhalo_Gas_Wind_dEdt

subhaloRadialReduction()

ptType = gas, ptProperty = wind_dEdt, op = sum, rad = 2rhalfstars

Subhalo_Gas_Wind_dPdt

subhaloRadialReduction()

ptType = gas, ptProperty = wind_dPdt, op = sum, rad = 2rhalfstars

Subhalo_Gas_Wind_etaM

subhaloRadialReduction()

ptType = gas, ptProperty = wind_etaM, op = mean, rad = 2rhalfstars

Subhalo_StellarRotation

subhaloRadialReduction()

ptType = stars, ptProperty = Krot, op = ufunc, rad = None

Subhalo_StellarRotation_2rhalfstars

subhaloRadialReduction()

ptType = stars, ptProperty = Krot, op = ufunc, rad = 2rhalfstars

Subhalo_StellarRotation_1rhalfstars

subhaloRadialReduction()

ptType = stars, ptProperty = Krot, op = ufunc, rad = 1rhalfstars

Subhalo_GasRotation

subhaloRadialReduction()

ptType = gas, ptProperty = Krot, op = ufunc, rad = None

Subhalo_GasRotation_2rhalfstars

subhaloRadialReduction()

ptType = gas, ptProperty = Krot, op = ufunc, rad = 2rhalfstars

Subhalo_EllipsoidShape_Stars_1rhalfstars_shell

subhaloRadialReduction()

ptType = stars, ptProperty = shape_ellipsoid_1r, op = ufunc, weighting = mass, rad = None

Subhalo_EllipsoidShape_Gas_SFRgt0_1rhalfstars_shell

subhaloRadialReduction()

ptType = gas, ptProperty = shape_ellipsoid_1r, op = ufunc, weighting = mass, ptRestrictions = {‘StarFormationRate’: [‘gt’, 0.0]}, rad = None

Subhalo_EllipsoidShape_Stars_2rhalfstars_shell

subhaloRadialReduction()

ptType = stars, ptProperty = shape_ellipsoid, op = ufunc, weighting = mass, rad = None

Subhalo_EllipsoidShape_Gas_SFRgt0_2rhalfstars_shell

subhaloRadialReduction()

ptType = gas, ptProperty = shape_ellipsoid, op = ufunc, weighting = mass, ptRestrictions = {‘StarFormationRate’: [‘gt’, 0.0]}, rad = None

Subhalo_VelDisp3D_Stars_1rhalfstars

subhaloRadialReduction()

ptType = stars, ptProperty = veldisp3d, op = ufunc, weighting = mass, rad = 1rhalfstars

Subhalo_VelDisp1D_Stars_1rhalfstars

subhaloRadialReduction()

ptType = stars, ptProperty = veldisp1d, op = ufunc, weighting = mass, rad = 1rhalfstars

Subhalo_VelDisp1D_Stars_05rhalfstars

subhaloRadialReduction()

ptType = stars, ptProperty = veldisp1d, op = ufunc, weighting = mass, rad = 0.5rhalfstars

Subhalo_VelDisp1D_Stars_10pkpc

subhaloRadialReduction()

ptType = stars, ptProperty = veldisp1d, op = ufunc, weighting = mass, rad = 10pkpc

Subhalo_VelDisp1Dz_Stars_10pkpc

subhaloRadialReduction()

ptType = stars, ptProperty = veldisp_z, op = ufunc, weighting = mass, rad = 10pkpc

Subhalo_VelDisp1Dz_Stars_4pkpc2D

subhaloRadialReduction()

ptType = stars, ptProperty = veldisp_z, op = ufunc, weighting = mass, rad = sdss_fiber_4pkpc

Subhalo_VelDisp1Dz_XrayWt_010r500c

subhaloRadialReduction()

ptType = gas, ptProperty = veldisp_z, op = ufunc, weighting = xray_lum_0.5-2.0kev, rad = 0.1r500crit, cenSatSelect = cen

Subhalo_StellarAge_NoRadCut_MassWt

subhaloRadialReduction()

ptType = stars, ptProperty = stellar_age, op = mean, rad = None, weighting = mass

Subhalo_StellarAge_NoRadCut_rBandLumWt

subhaloRadialReduction()

ptType = stars, ptProperty = stellar_age, op = mean, rad = None, weighting = bandLum-sdss_r

Subhalo_StellarAge_4pkpc_rBandLumWt

subhaloRadialReduction()

ptType = stars, ptProperty = stellar_age, op = mean, rad = 4.0, weighting = bandLum-sdss_r

Subhalo_StellarAge_SDSSFiber_rBandLumWt

subhaloRadialReduction()

ptType = stars, ptProperty = stellar_age, op = mean, rad = sdss_fiber, weighting = bandLum-sdss_r

Subhalo_StellarAge_SDSSFiber4pkpc_rBandLumWt

subhaloRadialReduction()

ptType = stars, ptProperty = stellar_age, op = mean, rad = sdss_fiber_4pkpc, weighting = bandLum-sdss_r

Subhalo_StellarAge_2rhalf_rBandLumWt

subhaloRadialReduction()

ptType = stars, ptProperty = stellar_age, op = mean, rad = 2rhalfstars, weighting = bandLum-sdss_r

Subhalo_StellarAge_30pkpc_rBandLumWt

subhaloRadialReduction()

ptType = stars, ptProperty = stellar_age, op = mean, rad = 30.0, weighting = bandLum-sdss_r

Subhalo_StellarAge_2rhalf_MassWt

subhaloRadialReduction()

ptType = stars, ptProperty = stellar_age, op = mean, rad = 2rhalfstars, weighting = mass

Subhalo_StellarAge_30pkpc_MassWt

subhaloRadialReduction()

ptType = stars, ptProperty = stellar_age, op = mean, rad = 30.0, weighting = mass

Subhalo_StellarZ_NoRadCut_MassWt

subhaloRadialReduction()

ptType = stars, ptProperty = metal, op = mean, rad = None, weighting = mass

Subhalo_StellarZ_4pkpc_rBandLumWt

subhaloRadialReduction()

ptType = stars, ptProperty = metal, op = mean, rad = 4.0, weighting = bandLum-sdss_r

Subhalo_StellarZ_SDSSFiber_rBandLumWt

subhaloRadialReduction()

ptType = stars, ptProperty = metal, op = mean, rad = sdss_fiber, weighting = bandLum-sdss_r

Subhalo_StellarZ_SDSSFiber4pkpc_rBandLumWt

subhaloRadialReduction()

ptType = stars, ptProperty = metal, op = mean, rad = sdss_fiber_4pkpc, weighting = bandLum-sdss_r

Subhalo_StellarZ_2rhalf_rBandLumWt

subhaloRadialReduction()

ptType = stars, ptProperty = metal, op = mean, rad = 2rhalfstars, weighting = bandLum-sdss_r

Subhalo_StellarZ_30pkpc_rBandLumWt

subhaloRadialReduction()

ptType = stars, ptProperty = metal, op = mean, rad = 30.0, weighting = bandLum-sdss_r

Subhalo_StellarZform_VIMOS_Slit

subhaloRadialReduction()

ptType = stars, ptProperty = z_form, op = mean, rad = legac_slit, weighting = mass

Subhalo_StellarMeanVel

subhaloRadialReduction()

ptType = stars, ptProperty = vel, op = mean, rad = None, weighting = mass

Subhalo_GasZ_30pkpc_SfrWt

subhaloRadialReduction()

ptType = gas, ptProperty = metal, op = mean, rad = 30.0, weighting = sfr

Subhalo_GasZ_NoRadCut_SfrWt

subhaloRadialReduction()

ptType = gas, ptProperty = metal, op = mean, rad = None, weighting = sfr

Subhalo_Bmag_SFingGas_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = bmag, op = mean, rad = None, weighting = mass, ptRestrictions = {‘StarFormationRate’: [‘gt’, 0.0]}

Subhalo_Bmag_SFingGas_volWt

subhaloRadialReduction()

ptType = gas, ptProperty = bmag, op = mean, rad = None, weighting = volume, ptRestrictions = {‘StarFormationRate’: [‘gt’, 0.0]}

Subhalo_Bmag_2rhalfstars_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = bmag, op = mean, rad = 2rhalfstars, weighting = mass

Subhalo_Bmag_2rhalfstars_volWt

subhaloRadialReduction()

ptType = gas, ptProperty = bmag, op = mean, rad = 2rhalfstars, weighting = volume

Subhalo_Bmag_halo_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = bmag, op = mean, rad = r015_1rvir_halo, weighting = mass

Subhalo_Bmag_halo_volWt

subhaloRadialReduction()

ptType = gas, ptProperty = bmag, op = mean, rad = r015_1rvir_halo, weighting = volume

Subhalo_Bmag_subhalo_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = bmag, op = mean, rad = None, weighting = mass

Subhalo_Bmag_subhalo_volWt

subhaloRadialReduction()

ptType = gas, ptProperty = bmag, op = mean, rad = None, weighting = volume

Subhalo_Bmag_fof_r500_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = bmag, op = mean, rad = r500crit, weighting = mass, scope = fof, cenSatSelect = cen, minHaloMass = 10000dm

Subhalo_Bmag_fof_r500_volWt

subhaloRadialReduction()

ptType = gas, ptProperty = bmag, op = mean, rad = r500crit, weighting = volume, scope = fof, cenSatSelect = cen, minHaloMass = 10000dm

Subhalo_Bmag_fof_halfr500_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = bmag, op = mean, rad = 0.5r500crit, weighting = mass, scope = fof, cenSatSelect = cen, minHaloMass = 10000dm

Subhalo_Bmag_fof_halfr500_volWt

subhaloRadialReduction()

ptType = gas, ptProperty = bmag, op = mean, rad = 0.5r500crit, weighting = volume, scope = fof, cenSatSelect = cen, minHaloMass = 10000dm

Subhalo_B2_volWt

subhaloRadialReduction()

ptType = gas, ptProperty = b2, op = mean, rad = None, weighting = volume

Subhalo_B2_2rhalfstars_volWt

subhaloRadialReduction()

ptType = gas, ptProperty = b2, op = mean, rad = 2rhalfstars, weighting = volume

Subhalo_Bmag_uG_10kpc_hot_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = bmag_ug, op = mean, rad = 10.0, weighting = mass, cenSatSelect = cen, ptRestrictions = {‘temp_sfcold_log’: [‘gt’, 5.5]}

Subhalo_ne_10kpc_hot_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = ne, op = mean, rad = 10.0, weighting = mass, cenSatSelect = cen, ptRestrictions = {‘temp_sfcold_log’: [‘gt’, 5.5]}

Subhalo_temp_10kpc_hot_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = temp, op = mean, rad = 10.0, weighting = mass, cenSatSelect = cen, ptRestrictions = {‘temp_sfcold_log’: [‘gt’, 5.5]}

Subhalo_Temp_halo_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = temp, op = mean, rad = r015_1rvir_halo, weighting = mass

Subhalo_Temp_halo_volWt

subhaloRadialReduction()

ptType = gas, ptProperty = temp, op = mean, rad = r015_1rvir_halo, weighting = volume

Subhalo_nH_halo_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = nh, op = mean, rad = r015_1rvir_halo, weighting = mass

Subhalo_nH_halo_volWt

subhaloRadialReduction()

ptType = gas, ptProperty = nh, op = mean, rad = r015_1rvir_halo, weighting = volume

Subhalo_nH_2rhalfstars_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = nh, op = mean, rad = 2rhalfstars, weighting = mass

Subhalo_Gas_RadialVel_halo_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = radvel, op = ufunc, rad = r015_1rvir_halo, weighting = mass

Subhalo_Gas_RadialVel_2rhalfstars_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = radvel, op = ufunc, rad = 2rhalfstars, weighting = mass

Subhalo_Pratio_2rhalfstars_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = pres_ratio, op = mean, rad = 2rhalfstars, weighting = mass

Subhalo_Pratio_halo_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = pres_ratio, op = mean, rad = r015_1rvir_halo, weighting = mass

Subhalo_Pratio_halo_volWt

subhaloRadialReduction()

ptType = gas, ptProperty = pres_ratio, op = mean, rad = r015_1rvir_halo, weighting = volume

Subhalo_uB_uKE_ratio_2rhalfstars_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = B_KE_edens_ratio, op = mean, rad = 2rhalfstars, weighting = mass

Subhalo_uB_uKE_ratio_halo_massWt

subhaloRadialReduction()

ptType = gas, ptProperty = B_KE_edens_ratio, op = mean, rad = r015_1rvir_halo, weighting = mass

Subhalo_uB_uKE_ratio_halo_volWt

subhaloRadialReduction()

ptType = gas, ptProperty = B_KE_edens_ratio, op = mean, rad = r015_1rvir_halo, weighting = volume

Subhalo_Ptot_gas_halo

subhaloRadialReduction()

ptType = gas, ptProperty = p_gas, op = sum, rad = r015_1rvir_halo

Subhalo_Ptot_B_halo

subhaloRadialReduction()

ptType = gas, ptProperty = p_b, op = sum, rad = r015_1rvir_halo

Subhalo_SZY_R500c_3D

subhaloRadialReduction()

ptType = gas, ptProperty = sz_yparam, op = sum, rad = r500crit, scope = fof, cenSatSelect = cen, minHaloMass = 12.0

Subhalo_SZY_R500c_2D_d=r200

summarize_projection_2d()

quantity = sz_yparam, projConf = 2r200_d=r200, aperture = r500

Subhalo_SZY_R500c_2D_d=3r200

summarize_projection_2d()

quantity = sz_yparam, projConf = 2r200_d=3r200, aperture = r500

Subhalo_SZY_R500c_2D

summarize_projection_2d()

quantity = sz_yparam, projConf = r500_d=r500, aperture = r500

Subhalo_SZY_R200c_2D

summarize_projection_2d()

quantity = sz_yparam, projConf = 2r200_d=r200, aperture = r200

Subhalo_StellarPhot_p07c_nodust

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = none

Subhalo_StellarPhot_p07c_cf00dust

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00

Subhalo_StellarPhot_p07c_cf00dust_rad30pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00, rad = 30.0

Subhalo_StellarPhot_p07c_cf00dust_allbands

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00, bands = all, minStellarMass = 9.0

Subhalo_StellarPhot_p07k_nodust

subhaloStellarPhot()

iso = padova07, imf = kroupa, dust = none

Subhalo_StellarPhot_p07k_cf00dust

subhaloStellarPhot()

iso = padova07, imf = kroupa, dust = cf00

Subhalo_StellarPhot_p07s_nodust

subhaloStellarPhot()

iso = padova07, imf = salpeter, dust = none

Subhalo_StellarPhot_p07s_cf00dust

subhaloStellarPhot()

iso = padova07, imf = salpeter, dust = cf00

Subhalo_StellarPhot_p07c_cf00dust_res_eff_ns1

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_eff, Nside = 1

Subhalo_StellarPhot_p07c_cf00dust_res_conv_ns1

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = 1

Subhalo_StellarPhot_p07c_cf00dust_res_conv_ns1_rad30pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = 1, rad = 30.0

Subhalo_StellarPhot_p07c_cf00dust_res_conv_z_30pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = z-axis, rad = 30.0

Subhalo_StellarPhot_p07c_cf00dust_z_30pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00, Nside = z-axis, rad = 30.0, minHaloMass = 1000dm

Subhalo_StellarPhot_p07c_cf00dust_z_2rhalf

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00, Nside = z-axis, rad = 2rhalfstars, minHaloMass = 1000dm

Subhalo_StellarPhot_p07c_cf00b_dust_res_conv_ns1_rad30pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00b_res_conv, Nside = 1, rad = 30.0

Subhalo_StellarPhot_p07c_cf00dust_res3_conv_ns1_rad30pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res3_conv, Nside = 1, rad = 30.0

Subhalo_StellarPhot_p07c_ns8_demo

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = 8

Subhalo_StellarPhot_p07c_ns4_demo

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = 4

Subhalo_StellarPhot_p07c_ns8_demo_rad30pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = 8, rad = 30.0

Subhalo_StellarPhot_p07c_ns4_demo_rad30pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = 4, rad = 30.0

Subhalo_HalfLightRad_p07c_nodust

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = none, Nside = None, sizes = True

Subhalo_HalfLightRad_p07c_nodust_z

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = none, Nside = z-axis, sizes = True

Subhalo_HalfLightRad_p07c_nodust_efr2d

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = none, Nside = efr2d, sizes = True

Subhalo_HalfLightRad_p07c_cf00dust_efr2d

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00, Nside = efr2d, sizes = True

Subhalo_HalfLightRad_p07c_cf00dust_z

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00, Nside = z-axis, sizes = True

Subhalo_HalfLightRad_p07c_cf00dust_efr2d_rad30pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00, Nside = efr2d, rad = 30.0, sizes = True

Subhalo_HalfLightRad_p07c_cf00dust_z_rad100pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00, Nside = z-axis, rad = 100.0, sizes = True

Subhalo_HalfLightRad_p07c_cf00dust_res_conv_z

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = z-axis, sizes = True, minHaloMass = 1000dm

Subhalo_HalfLightRad_p07c_cf00dust_res_conv_efr2d

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = efr2d, sizes = True

Subhalo_HalfLightRad_p07c_cf00dust_res_conv_efr2d_rad30pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = efr2d, rad = 30.0, sizes = True

Particle_StellarPhot_p07c_nodust

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = none, indivStarMags = True

Particle_StellarPhot_p07c_cf00dust

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00, indivStarMags = True

Particle_StellarPhot_p07c_cf00dust_res_conv_z

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, indivStarMags = True, Nside = z-axis

Subhalo_SDSSFiberSpectra_NoVel_p07c_cf00dust_res_conv_z

subhaloStellarPhot()

rad = sdss_fiber, iso = padova07, imf = chabrier, dust = cf00_res_conv, fullSubhaloSpectra = 1, Nside = z-axis

Subhalo_SDSSFiberSpectra_Vel_p07c_cf00dust_res_conv_z

subhaloStellarPhot()

rad = sdss_fiber, iso = padova07, imf = chabrier, dust = cf00_res_conv, fullSubhaloSpectra = 2, Nside = z-axis

Subhalo_LEGA-C_SlitSpectra_NoVel_NoEm_p07c_cf00dust_res_conv_z

subhaloStellarPhot()

rad = legac_slit, iso = padova07, imf = chabrier, dust = cf00_res_conv, fullSubhaloSpectra = 1, Nside = z-axis, redshifted = True, minStellarMass = 9.8

Subhalo_LEGA-C_SlitSpectra_NoVel_NoEm_p07c_cf00dust_res_conv_z_restframe

subhaloStellarPhot()

rad = legac_slit, iso = padova07, imf = chabrier, dust = cf00_res_conv, fullSubhaloSpectra = 1, Nside = z-axis, minStellarMass = 9.8

Subhalo_LEGA-C_SlitSpectra_NoVel_NoEm_Seeing_p07c_cf00dust_res_conv_z

subhaloStellarPhot()

rad = legac_slit, iso = padova07, imf = chabrier, dust = cf00_res_conv, fullSubhaloSpectra = 1, Nside = z-axis, redshifted = True, seeing = 0.4, minStellarMass = 9.8

Subhalo_LEGA-C_SlitSpectra_NoVel_NoEm_Seeing_p07s_cf00dust_res_conv_z

subhaloStellarPhot()

rad = legac_slit, iso = padova07, imf = salpeter, dust = cf00_res_conv, fullSubhaloSpectra = 1, Nside = z-axis, redshifted = True, seeing = 0.4, minStellarMass = 9.8

Subhalo_LEGA-C_SlitSpectra_NoVel_Em_p07c_cf00dust_res_conv_z

subhaloStellarPhot()

rad = legac_slit, iso = padova07, imf = chabrier, dust = cf00_res_conv, fullSubhaloSpectra = 1, Nside = z-axis, redshifted = True, emlines = True, minStellarMass = 9.8

Subhalo_LEGA-C_SlitSpectra_NoVel_Em_Seeing_p07c_cf00dust_res_conv_z

subhaloStellarPhot()

rad = legac_slit, iso = padova07, imf = chabrier, dust = cf00_res_conv, fullSubhaloSpectra = 1, Nside = z-axis, redshifted = True, emlines = True, seeing = 0.4, minStellarMass = 9.8

Subhalo_StellarPhot_UVJ_p07c_nodust

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = none, bands = [‘u’, ‘v’, ‘2mass_j’]

Subhalo_StellarPhot_UVJ_p07c_nodust_5pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = none, bands = [‘u’, ‘v’, ‘2mass_j’], rad = 5.0

Subhalo_StellarPhot_UVJ_p07c_nodust_30pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = none, bands = [‘u’, ‘v’, ‘2mass_j’], rad = 30.0

Subhalo_StellarPhot_UVJ_p07c_nodust_2rhalf

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = none, bands = [‘u’, ‘v’, ‘2mass_j’], rad = 2rhalfstars

Subhalo_StellarPhot_UVJ_p07c_cf00dust_res_conv_z

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = z-axis, bands = [‘u’, ‘v’, ‘2mass_j’]

Subhalo_StellarPhot_UVJ_p07c_cf00dust_res_conv_z_5pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = z-axis, bands = [‘u’, ‘v’, ‘2mass_j’], rad = 5.0

Subhalo_StellarPhot_UVJ_p07c_cf00dust_res_conv_z_30pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = z-axis, bands = [‘u’, ‘v’, ‘2mass_j’], rad = 30.0

Subhalo_StellarPhot_UVJ_p07c_cf00dust_res_conv_z_2rhalf

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = z-axis, bands = [‘u’, ‘v’, ‘2mass_j’], rad = 2rhalfstars

Subhalo_StellarPhot_vistaK_p07c_cf00dust_res_conv_z_30pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = z-axis, bands = [‘vista_k’], rad = 30.0

Subhalo_StellarPhot_ugr_p07c_cf00dust_res_conv_z_30pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = z-axis, bands = [‘sdss_u’, ‘sdss_g’, ‘sdss_r’], rad = 30.0

Subhalo_StellarPhot_NUV_cfht-i_p07c_nodust_30pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = none, bands = [‘galex_nuv’, ‘cfht_i’], rad = 30.0

Subhalo_StellarPhot_NUV_cfht-i_p07c_cf00dust_res_conv_z_30pkpc

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = z-axis, bands = [‘galex_nuv’, ‘cfht_i’], rad = 30.0

Subhalo_StellarPhot_p07c_nodust_red

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = none, redshifted = True

Subhalo_StellarPhot_p07c_cf00dust_red

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00, redshifted = True

Subhalo_StellarPhot_p07c_cf00dust_res_conv_z_rad30pkpc_red

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = z-axis, rad = 30.0, redshifted = True

Particle_StellarPhot_p07c_nodust_red

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = none, indivStarMags = True, redshifted = True

Particle_StellarPhot_p07c_cf00dust_red

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00, indivStarMags = True, redshifted = True

Particle_StellarPhot_p07c_cf00dust_res_conv_z_red

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, indivStarMags = True, Nside = z-axis, redshifted = True

Subhalo_HalfLightRad_p07c_nodust_red

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = none, Nside = None, sizes = True, redshifted = True

Subhalo_HalfLightRad_p07c_cf00dust_z_red

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00, Nside = z-axis, sizes = True, redshifted = True

Subhalo_HalfLightRad_p07c_cf00dust_res_conv_z_red

subhaloStellarPhot()

iso = padova07, imf = chabrier, dust = cf00_res_conv, Nside = z-axis, sizes = True, redshifted = True

Box_Grid_nHI

wholeBoxColDensGrid()

species = HI

Box_Grid_nHI_noH2

wholeBoxColDensGrid()

species = HI_noH2

Box_Grid_Z

wholeBoxColDensGrid()

species = Z

Box_Grid_nOVI

wholeBoxColDensGrid()

species = O VI

Box_Grid_nOVI_10

wholeBoxColDensGrid()

species = O VI 10

Box_Grid_nOVI_25

wholeBoxColDensGrid()

species = O VI 25

Box_Grid_nOVI_solar

wholeBoxColDensGrid()

species = O VI solar

Box_Grid_nOVII

wholeBoxColDensGrid()

species = O VII

Box_Grid_nOVIII

wholeBoxColDensGrid()

species = O VIII

Box_Grid_nH2_BR_depth10

wholeBoxColDensGrid()

species = MH2_BR_depth10

Box_Grid_nH2_GK_depth10

wholeBoxColDensGrid()

species = MH2_GK_depth10

Box_Grid_nH2_KMT_depth10

wholeBoxColDensGrid()

species = MH2_KMT_depth10

Box_Grid_nHI_GK_depth10

wholeBoxColDensGrid()

species = MHI_GK_depth10

Box_Grid_nH2_GK

wholeBoxColDensGrid()

species = MH2_GK

Box_Grid_nH2_GK_depth20

wholeBoxColDensGrid()

species = MH2_GK_depth20

Box_Grid_nH2_GK_depth5

wholeBoxColDensGrid()

species = MH2_GK_depth5

Box_Grid_nH2_GK_depth1

wholeBoxColDensGrid()

species = MH2_GK_depth1

Box_CDDF_nHI

wholeBoxCDDF()

species = HI

Box_CDDF_nHI_noH2

wholeBoxCDDF()

species = HI_noH2

Box_CDDF_nOVI

wholeBoxCDDF()

species = OVI

Box_CDDF_nOVI_10

wholeBoxCDDF()

species = OVI_10

Box_CDDF_nOVI_25

wholeBoxCDDF()

species = OVI_25

Box_CDDF_nOVII

wholeBoxCDDF()

species = OVII

Box_CDDF_nOVIII

wholeBoxCDDF()

species = OVIII

Box_CDDF_nH2_BR_depth10

wholeBoxCDDF()

species = H2_BR_depth10

Box_CDDF_nH2_GK_depth10

wholeBoxCDDF()

species = H2_GK_depth10

Box_CDDF_nH2_KMT_depth10

wholeBoxCDDF()

species = H2_KMT_depth10

Box_CDDF_nHI_GK_depth10

wholeBoxCDDF()

species = HI_GK_depth10

Box_CDDF_nH2_GK

wholeBoxCDDF()

species = H2_GK

Box_CDDF_nH2_GK_depth20

wholeBoxCDDF()

species = H2_GK_depth20

Box_CDDF_nH2_GK_depth5

wholeBoxCDDF()

species = H2_GK_depth5

Box_CDDF_nH2_GK_depth1

wholeBoxCDDF()

species = H2_GK_depth1

Box_Grid_nH2_GD14_depth10

wholeBoxColDensGrid()

species = MH2_GD14_depth10

Box_Grid_nH2_GK11_depth10

wholeBoxColDensGrid()

species = MH2_GK11_depth10

Box_Grid_nH2_K13_depth10

wholeBoxColDensGrid()

species = MH2_K13_depth10

Box_Grid_nH2_S14_depth10

wholeBoxColDensGrid()

species = MH2_S14_depth10

Box_CDDF_nH2_GD14_depth10

wholeBoxCDDF()

species = H2_GD14_depth10

Box_CDDF_nH2_GK11_depth10

wholeBoxCDDF()

species = H2_GK11_depth10

Box_CDDF_nH2_K13_depth10

wholeBoxCDDF()

species = H2_K13_depth10

Box_CDDF_nH2_S14_depth10

wholeBoxCDDF()

species = H2_S14_depth10

Box_Grid_nH2_GK_depth10_onlySFRgt0

wholeBoxColDensGrid()

species = MH2_GK_depth10, onlySFR = True

Box_Grid_nH2_GK_depth10_allSFRgt0

wholeBoxColDensGrid()

species = MH2_GK_depth10, allSFR = True

Box_CDDF_nH2_GK_depth10_onlySFRgt0

wholeBoxCDDF()

species = H2_GK_depth10_onlySFRgt0

Box_CDDF_nH2_GK_depth10_allSFRgt0

wholeBoxCDDF()

species = H2_GK_depth10_allSFRgt0

Box_Grid_nH2_GK_depth10_gridSize=3.0

wholeBoxColDensGrid()

species = MH2_GK_depth10, gridSize = 3.0

Box_Grid_nH2_GK_depth10_gridSize=1.0

wholeBoxColDensGrid()

species = MH2_GK_depth10, gridSize = 1.0

Box_Grid_nH2_GK_depth10_gridSize=0.5

wholeBoxColDensGrid()

species = MH2_GK_depth10, gridSize = 0.5

Box_CDDF_nH2_GK_depth10_cell3

wholeBoxCDDF()

species = H2_GK_depth10, gridSize = 3.0

Box_CDDF_nH2_GK_depth10_cell1

wholeBoxCDDF()

species = H2_GK_depth10, gridSize = 1.0

Box_CDDF_nH2_GK_depth10_cell05

wholeBoxCDDF()

species = H2_GK_depth10, gridSize = 0.5

Box_Grid_nOVI_depth10

wholeBoxColDensGrid()

species = O VI_depth10

Box_Grid_nOVI_10_depth10

wholeBoxColDensGrid()

species = O VI 10_depth10

Box_Grid_nOVI_25_depth10

wholeBoxColDensGrid()

species = O VI 25_depth10

Box_Grid_nOVII_depth10

wholeBoxColDensGrid()

species = O VII_depth10

Box_Grid_nOVIII_depth10

wholeBoxColDensGrid()

species = O VIII_depth10

Box_CDDF_nOVI_depth10

wholeBoxCDDF()

species = OVI_depth10

Box_CDDF_nOVI_10_depth10

wholeBoxCDDF()

species = OVI_10_depth10

Box_CDDF_nOVI_25_depth10

wholeBoxCDDF()

species = OVI_25_depth10

Box_CDDF_nOVII_depth10

wholeBoxCDDF()

species = OVII_depth10

Box_CDDF_nOVIII_depth10

wholeBoxCDDF()

species = OVIII_depth10

Box_Grid_nOVI_solar_depth10

wholeBoxColDensGrid()

species = O VI solar_depth10

Box_CDDF_nOVI_solar_depth10

wholeBoxCDDF()

species = OVI_solar_depth10

Box_Grid_nOVII_solarz_depth10

wholeBoxColDensGrid()

species = O VII solarz_depth10

Box_CDDF_nOVII_solarz_depth10

wholeBoxCDDF()

species = OVII_solarz_depth10

Box_Grid_nOVIII_solarz_depth10

wholeBoxColDensGrid()

species = O VIII solarz_depth10

Box_CDDF_nOVIII_solarz_depth10

wholeBoxCDDF()

species = OVIII_solarz_depth10

Box_Grid_nOVII_solarz_depth125

wholeBoxColDensGrid()

species = O VII solarz_depth125

Box_CDDF_nOVII_solarz_depth125

wholeBoxCDDF()

species = OVII_solarz_depth125

Box_Grid_nOVII_10_solarz_depth125

wholeBoxColDensGrid()

species = O VII 10 solarz_depth125

Box_CDDF_nOVII_10_solarz_depth125

wholeBoxCDDF()

species = OVII_10_solarz_depth125

Box_Omega_HI

wholeBoxCDDF()

species = H I, omega = True

Box_Omega_H2

wholeBoxCDDF()

species = H 2, omega = True

Box_Omega_OVI

wholeBoxCDDF()

species = O VI, omega = True

Box_Omega_OVII

wholeBoxCDDF()

species = O VII, omega = True

Box_Omega_OVIII

wholeBoxCDDF()

species = O VIII, omega = True

Subhalo_SubLink_zForm_mm5

mergerTreeQuant()

treeName = SubLink, quant = zForm, smoothing = [‘mm’, 5, ‘snap’]

Subhalo_SubLink_zForm_ma5

mergerTreeQuant()

treeName = SubLink, quant = zForm, smoothing = [‘ma’, 5, ‘snap’]

Subhalo_SubLink_zForm_poly7

mergerTreeQuant()

treeName = SubLink, quant = zForm, smoothing = [‘poly’, 7, ‘snap’]

Subhalo_SubLinkGal_isSat_atForm

mergerTreeQuant()

treeName = SubLink_gal, quant = isSat_atForm

Subhalo_SubLinkGal_dmFrac_atForm

mergerTreeQuant()

treeName = SubLink_gal, quant = dmFrac_atForm

Subhalo_SubLinkGal_rad_rvir_atForm

mergerTreeQuant()

treeName = SubLink_gal, quant = rad_rvir_atForm

Subhalo_Tracers_zAcc_mean

tracerTracksQuant()

quant = acc_time_1rvir, op = mean, time = None

Subhalo_Tracers_dtHalo_mean

tracerTracksQuant()

quant = dt_halo, op = mean, time = None

Subhalo_Tracers_angmom_tAcc

tracerTracksQuant()

quant = angmom, op = mean, time = acc_time_1rvir

Subhalo_Tracers_entr_tAcc

tracerTracksQuant()

quant = entr, op = mean, time = acc_time_1rvir

Subhalo_Tracers_temp_tAcc

tracerTracksQuant()

quant = temp, op = mean, time = acc_time_1rvir

Subhalo_Tracers_tempTviracc_tAcc

tracerTracksQuant()

quant = temp, op = mean, time = acc_time_1rvir, norm = tvir_tacc

Subhalo_Tracers_tempTvircur_tAcc

tracerTracksQuant()

quant = temp, op = mean, time = acc_time_1rvir, norm = tvir_cur

Subhalo_BH_CumEgyInjection_Low

subhaloRadialReduction()

ptType = bhs, ptProperty = BH_CumEgyInjection_RM, op = sum, rad = None

Subhalo_BH_CumEgyInjection_High

subhaloRadialReduction()

ptType = bhs, ptProperty = BH_CumEgyInjection_QM, op = sum, rad = None

Subhalo_BH_CumMassGrowth_Low

subhaloRadialReduction()

ptType = bhs, ptProperty = BH_CumMassGrowth_RM, op = sum, rad = None

Subhalo_BH_CumMassGrowth_High

subhaloRadialReduction()

ptType = bhs, ptProperty = BH_CumMassGrowth_QM, op = sum, rad = None

Subhalo_Env_StellarMass_Max_1Mpc

subhaloCatNeighborQuant()

quant = mstar_30pkpc_log, op = max, rad = 1000.0, subRestrictions = None, cenSatSelect = cen

Subhalo_Env_sSFR_Median_1Mpc_Mstar_9-10

subhaloCatNeighborQuant()

quant = ssfr, op = median, rad = 1000.0, subRestrictions = [[‘mstar_30pkpc_log’, 9.0, 10.0]], cenSatSelect = cen

Subhalo_Env_Closest_Distance_Mstar_Gt8

subhaloCatNeighborQuant()

quant = None, op = closest_rad, subRestrictions = [[‘mstar_30pkpc_log’, 8.0, inf]], cenSatSelect = cen

Subhalo_Env_d5_Mstar_Gt10

subhaloCatNeighborQuant()

quant = None, op = d5_rad, subRestrictions = [[‘mstar_30pkpc_log’, 10.0, inf]]

Subhalo_Env_d5_Mstar_Gt8

subhaloCatNeighborQuant()

quant = None, op = d5_rad, subRestrictions = [[‘mstar_30pkpc_log’, 8.0, inf]], cenSatSelect = cen

Subhalo_Env_d5_Mstar_Gt7

subhaloCatNeighborQuant()

quant = None, op = d5_rad, subRestrictions = [[‘mstar_30pkpc_log’, 7.0, inf]], cenSatSelect = cen

Subhalo_Env_Closest_Distance_MstarRel_GtHalf

subhaloCatNeighborQuant()

quant = None, op = closest_rad, subRestrictionsRel = [[‘mstar_30pkpc’, 0.5, inf]], cenSatSelect = cen

Subhalo_Env_d5_MstarRel_GtHalf

subhaloCatNeighborQuant()

quant = None, op = d5_rad, subRestrictionsRel = [[‘mstar_30pkpc’, 0.5, inf]], cenSatSelect = cen

Subhalo_Env_Closest_SubhaloID_MstarRel_GtHalf

subhaloCatNeighborQuant()

quant = id, op = closest_quant, subRestrictionsRel = [[‘mstar_30pkpc’, 0.5, inf]], cenSatSelect = cen

Subhalo_Env_Count_Mstar_Gt8_2rvir

subhaloCatNeighborQuant()

quant = None, op = count, rad = 2rvir, subRestrictions = [[‘mstar_30pkpc_log’, 8.0, inf]], cenSatSelect = cen

Subhalo_Env_Count_Mstar_Gt7_2rvir

subhaloCatNeighborQuant()

quant = None, op = count, rad = 2rvir, subRestrictions = [[‘mstar_30pkpc_log’, 7.0, inf]], cenSatSelect = cen

Subhalo_Env_Count_MstarRel_GtHalf_2rvir

subhaloCatNeighborQuant()

quant = None, op = count, rad = 2rvir, subRestrictionsRel = [[‘mstar_30pkpc’, 0.5, inf]], cenSatSelect = cen

Subhalo_Env_Count_MstarRel_GtTenth_2rvir

subhaloCatNeighborQuant()

quant = None, op = count, rad = 2rvir, subRestrictionsRel = [[‘mstar_30pkpc’, 0.1, inf]], cenSatSelect = cen

Subhalo_CountProfile_Mstar_Gt10

subhaloCatNeighborQuant()

quant = None, op = count, rad = [1.0, 4.0, 20, True, False], subRestrictions = [[‘mstar_30pkpc_log’, 10.0, inf]], subRestrictionsRel = [[‘SubhaloOrigHaloID’, 1, 1]], cenSatSelect = cen

Subhalo_CountProfile_Mstar_Gt9_2D

subhaloCatNeighborQuant()

quant = None, op = count, rad = [1.0, 4.0, 20, True, False], subRestrictions = [[‘mstar_30pkpc_log’, 9.0, inf]], subRestrictionsRel = [[‘SubhaloOrigHaloID’, 1, 1]], proj2D = [2, 10000], cenSatSelect = cen

Subhalo_CountProfile_Mstar_Gt10_2D

subhaloCatNeighborQuant()

quant = None, op = count, rad = [1.0, 4.0, 20, True, False], subRestrictions = [[‘mstar_30pkpc_log’, 10.0, inf]], subRestrictionsRel = [[‘SubhaloOrigHaloID’, 1, 1]], proj2D = [2, 10000], cenSatSelect = cen

Subhalo_CountProfile_Mstar_Gt105_2D

subhaloCatNeighborQuant()

quant = None, op = count, rad = [1.0, 4.0, 20, True, False], subRestrictions = [[‘mstar_30pkpc_log’, 10.5, inf]], subRestrictionsRel = [[‘SubhaloOrigHaloID’, 1, 1]], proj2D = [2, 10000], cenSatSelect = cen

Subhalo_CountProfile_Mstar_Gt115_2D

subhaloCatNeighborQuant()

quant = None, op = count, rad = [1.0, 4.0, 20, True, False], subRestrictions = [[‘mstar_30pkpc_log’, 11.5, inf]], subRestrictionsRel = [[‘SubhaloOrigHaloID’, 1, 1]], proj2D = [2, 10000], cenSatSelect = cen

Subhalo_CountProfile_Mr_lt205_2D

subhaloCatNeighborQuant()

quant = None, op = count, rad = [1.0, 4.0, 20, True, False], subRestrictions = [[‘mag_C-30kpc-z_r’, -inf, -20.5]], subRestrictionsRel = [[‘SubhaloOrigHaloID’, 1, 1]], proj2D = [2, 10000], cenSatSelect = cen

Subhalo_CountProfile_Mr_lt205_2Dx

subhaloCatNeighborQuant()

quant = None, op = count, rad = [1.0, 4.0, 20, True, False], subRestrictions = [[‘mag_C-30kpc-z_r’, -inf, -20.5]], subRestrictionsRel = [[‘SubhaloOrigHaloID’, 1, 1]], proj2D = [0, 10000], cenSatSelect = cen

Subhalo_CountProfile_Mr_lt205_2Dy

subhaloCatNeighborQuant()

quant = None, op = count, rad = [1.0, 4.0, 20, True, False], subRestrictions = [[‘mag_C-30kpc-z_r’, -inf, -20.5]], subRestrictionsRel = [[‘SubhaloOrigHaloID’, 1, 1]], proj2D = [1, 10000], cenSatSelect = cen

Subhalo_CountProfile_Mr_lt205_2D_nodust

subhaloCatNeighborQuant()

quant = None, op = count, rad = [1.0, 4.0, 20, True, False], subRestrictions = [[‘mag_A_r’, -inf, -20.5]], subRestrictionsRel = [[‘SubhaloOrigHaloID’, 1, 1]], proj2D = [2, 10000], cenSatSelect = cen

Subhalo_CountProfile_Mr_lt205_2Dx_nodust

subhaloCatNeighborQuant()

quant = None, op = count, rad = [1.0, 4.0, 20, True, False], subRestrictions = [[‘mag_A_r’, -inf, -20.5]], subRestrictionsRel = [[‘SubhaloOrigHaloID’, 1, 1]], proj2D = [0, 10000], cenSatSelect = cen

Subhalo_CountProfile_Mr_lt205_2Dy_nodust

subhaloCatNeighborQuant()

quant = None, op = count, rad = [1.0, 4.0, 20, True, False], subRestrictions = [[‘mag_A_r’, -inf, -20.5]], subRestrictionsRel = [[‘SubhaloOrigHaloID’, 1, 1]], proj2D = [1, 10000], cenSatSelect = cen

Subhalo_CountProfile_Mr_lt205_2D_snap

subhaloCatNeighborQuant()

quant = None, op = count, rad = [1.0, 4.0, 20, True, False], subRestrictions = [[‘mag_snap_r’, -inf, -20.5]], subRestrictionsRel = [[‘SubhaloOrigHaloID’, 1, 1]], proj2D = [2, 10000], cenSatSelect = cen

Subhalo_RadProfile3D_Global_OVI_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VI mass, op = sum, scope = global

Subhalo_RadProfile3D_GlobalFoF_OVI_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VI mass, op = sum, scope = global_fof

Subhalo_RadProfile3D_SubfindGlobal_OVI_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VI mass, op = sum, scope = subfind_global

Subhalo_RadProfile3D_Subfind_OVI_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VI mass, op = sum, scope = subfind

Subhalo_RadProfile3D_FoF_OVI_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VI mass, op = sum, scope = fof

Subhalo_RadProfile2Dz_2Mpc_Global_OVI_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VI mass, op = sum, scope = global, proj2D = [2, 2000]

Subhalo_RadProfile2Dz_2Mpc_GlobalFoF_OVI_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VI mass, op = sum, scope = global_fof, proj2D = [2, 2000]

Subhalo_RadProfile2Dz_2Mpc_Subfind_OVI_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VI mass, op = sum, scope = subfind, proj2D = [2, 2000]

Subhalo_RadProfile2Dz_2Mpc_FoF_OVI_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VI mass, op = sum, scope = fof, proj2D = [2, 2000]

Subhalo_RadProfile3D_Global_OVII_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VII mass, op = sum, scope = global

Subhalo_RadProfile3D_GlobalFoF_OVII_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VII mass, op = sum, scope = global_fof

Subhalo_RadProfile2Dz_2Mpc_GlobalFoF_OVII_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VII mass, op = sum, scope = global_fof, proj2D = [2, 2000]

Subhalo_RadProfile3D_Global_OVIII_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VIII mass, op = sum, scope = global

Subhalo_RadProfile3D_GlobalFoF_OVIII_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VIII mass, op = sum, scope = global_fof

Subhalo_RadProfile2Dz_2Mpc_GlobalFoF_OVIII_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VIII mass, op = sum, scope = global_fof, proj2D = [2, 2000]

Subhalo_RadProfile3D_FoF_OVII_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VII mass, op = sum, scope = fof

Subhalo_RadProfile3D_FoF_OVII_Flux

subhaloRadialProfile()

ptType = gas, ptProperty = O VII flux, op = sum, scope = fof

Subhalo_RadProfile2Dz_2Mpc_FoF_OVII_Flux

subhaloRadialProfile()

ptType = gas, ptProperty = O VII flux, op = sum, scope = fof, proj2D = [2, 2000]

Subhalo_RadProfile2Dz_2Mpc_GlobalFoF_OVII_Flux

subhaloRadialProfile()

ptType = gas, ptProperty = O VII flux, op = sum, scope = global_fof, proj2D = [2, 2000]

Subhalo_RadProfile3D_FoF_OVIII_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = O VIII mass, op = sum, scope = fof

Subhalo_RadProfile3D_FoF_OVIII_Flux

subhaloRadialProfile()

ptType = gas, ptProperty = O VIII flux, op = sum, scope = fof

Subhalo_RadProfile2Dz_2Mpc_FoF_OVIII_Flux

subhaloRadialProfile()

ptType = gas, ptProperty = O VIII flux, op = sum, scope = fof, proj2D = [2, 2000]

Subhalo_RadProfile2Dz_2Mpc_GlobalFoF_OVIII_Flux

subhaloRadialProfile()

ptType = gas, ptProperty = O VIII flux, op = sum, scope = global_fof, proj2D = [2, 2000]

Subhalo_RadProfile3D_Global_Gas_O_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = metalmass_O, op = sum, scope = global

Subhalo_RadProfile3D_Global_Gas_Metal_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = metalmass, op = sum, scope = global

Subhalo_RadProfile3D_Global_Gas_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = mass, op = sum, scope = global

Subhalo_RadProfile3D_GlobalFoF_MgII_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = Mg II mass, op = sum, scope = global_fof

Subhalo_RadProfile2Dz_6Mpc_GlobalFoF_MgII_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = Mg II mass, op = sum, scope = global_fof, proj2D = [2, 5700]

Subhalo_RadProfile2Dz_30Mpc_GlobalFoF_MgII_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = Mg II mass, op = sum, scope = global_fof, minHaloMass = 12.5, proj2D = [2, 30500]

Subhalo_RadProfile3D_GlobalFoF_HI_GK_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = MHI_GK, op = sum, scope = global_fof

Subhalo_RadProfile2Dz_2Mpc_GlobalFoF_HIGK_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = MHI_GK, op = sum, scope = global_fof, proj2D = [2, 2000]

Subhalo_RadProfile3D_Global_Stars_Mass

subhaloRadialProfile()

ptType = stars, ptProperty = mass, op = sum, scope = global

Subhalo_RadProfile2Dz_2Mpc_Global_Stars_Mass

subhaloRadialProfile()

ptType = stars, ptProperty = mass, op = sum, scope = global, proj2D = [2, 2000]

Subhalo_RadProfile3D_FoF_Stars_Mass

subhaloRadialProfile()

ptType = stars, ptProperty = mass, op = sum, scope = fof

Subhalo_RadProfile2Dz_FoF_Stars_Mass

subhaloRadialProfile()

ptType = stars, ptProperty = mass, op = sum, scope = fof, proj2D = [2, None]

Subhalo_RadProfile3D_FoF_DM_Mass

subhaloRadialProfile()

ptType = dm, ptProperty = mass, op = sum, scope = fof

Subhalo_RadProfile3D_Global_DM_Mass

subhaloRadialProfile()

ptType = dm, ptProperty = mass, op = sum, scope = global_spatial, minHaloMass = 1000dm

Subhalo_RadProfile3D_FoF_SFR

subhaloRadialProfile()

ptType = gas, ptProperty = sfr, op = sum, scope = fof

Subhalo_RadProfile2Dz_FoF_SFR

subhaloRadialProfile()

ptType = gas, ptProperty = sfr, op = sum, scope = fof, proj2D = [2, None]

Subhalo_RadProfile3D_FoF_Gas_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = mass, op = sum, scope = fof

Subhalo_RadProfile2Dz_FoF_Gas_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = mass, op = sum, scope = fof, proj2D = [2, None]

Subhalo_RadProfile3D_FoF_Gas_Metal_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = metalmass, op = sum, scope = fof

Subhalo_RadProfile2Dz_FoF_Gas_Metal_Mass

subhaloRadialProfile()

ptType = gas, ptProperty = metalmass, op = sum, scope = fof, proj2D = [2, None]

Subhalo_RadProfile3D_FoF_Gas_Bmag

subhaloRadialProfile()

ptType = gas, ptProperty = bmag, op = mean, scope = fof

Subhalo_RadProfile3D_FoF_Gas_Metallicity

subhaloRadialProfile()

ptType = gas, ptProperty = z_solar, op = mean, scope = fof

Subhalo_RadProfile3D_FoF_Gas_Metallicity_sfrWt

subhaloRadialProfile()

ptType = gas, ptProperty = z_solar, op = mean, weighting = sfr, scope = fof

Subhalo_RadProfile2Dz_FoF_Gas_Metallicity

subhaloRadialProfile()

ptType = gas, ptProperty = z_solar, op = mean, scope = fof, proj2D = [2, None]

Subhalo_RadProfile2Dz_FoF_Gas_Metallicity_sfrWt

subhaloRadialProfile()

ptType = gas, ptProperty = z_solar, op = mean, weighting = sfr, scope = fof, proj2D = [2, None]

Subhalo_RadProfile2Dz_FoF_Gas_LOSVel_sfrWt

subhaloRadialProfile()

ptType = gas, ptProperty = losvel_abs, op = mean, weighting = sfr, scope = fof, proj2D = [2, None]

Subhalo_RadProfile2Dedgeon_FoF_Gas_LOSVel_sfrWt

subhaloRadialProfile()

ptType = gas, ptProperty = losvel_abs, op = mean, weighting = sfr, scope = fof, proj2D = [‘edge-on’, None]

Subhalo_RadProfile2Dz_FoF_Gas_LOSVelSigma

subhaloRadialProfile()

ptType = gas, ptProperty = losvel, op = <function std at 0x15032fd5bc40>, scope = fof, proj2D = [2, None]

Subhalo_RadProfile2Dz_FoF_Gas_LOSVelSigma_sfrWt

subhaloRadialProfile()

ptType = gas, ptProperty = losvel, op = <function std at 0x15032fd5bc40>, weighting = sfr, scope = fof, proj2D = [2, None]

Subhalo_RadProfile2Dedgeon_FoF_Gas_LOSVelSigma_sfrWt

subhaloRadialProfile()

ptType = gas, ptProperty = losvel, op = <function std at 0x15032fd5bc40>, weighting = sfr, scope = fof, proj2D = [‘edge-on’, None]

Subhalo_RadProfile2Dfaceon_FoF_Gas_LOSVelSigma_sfrWt

subhaloRadialProfile()

ptType = gas, ptProperty = losvel, op = <function std at 0x15032fd5bc40>, weighting = sfr, scope = fof, proj2D = [‘face-on’, None]

Subhalo_RadProfile3D_FoF_Gas_SFR0_CellSizeKpc_Mean

subhaloRadialProfile()

ptType = gas, ptProperty = cellsize_kpc, op = mean, scope = fof, ptRestrictions = {‘StarFormationRate’: [‘eq’, 0.0]}

Subhalo_RadProfile3D_FoF_Gas_SFR0_CellSizeKpc_Median

subhaloRadialProfile()

ptType = gas, ptProperty = cellsize_kpc, op = median, scope = fof, ptRestrictions = {‘StarFormationRate’: [‘eq’, 0.0]}

Subhalo_RadProfile3D_FoF_Gas_CellSizeKpc_Mean

subhaloRadialProfile()

ptType = gas, ptProperty = cellsize_kpc, op = mean, scope = fof

Subhalo_RadProfile3D_FoF_Gas_CellSizeKpc_Median

subhaloRadialProfile()

ptType = gas, ptProperty = cellsize_kpc, op = median, scope = fof

Subhalo_RadProfile3D_FoF_Gas_CellSizeKpc_Min

subhaloRadialProfile()

ptType = gas, ptProperty = cellsize_kpc, op = min, scope = fof

Subhalo_RadProfile3D_FoF_Gas_CellSizeKpc_p10

subhaloRadialProfile()

ptType = gas, ptProperty = cellsize_kpc, op = <function <lambda> at 0x1502fccbe0c0>, scope = fof

Subhalo_CGM_Inflow_MeanX

subhaloRadialReduction()

ptType = gas, ptProperty = pos_x, op = mean, rad = r015_1rvir_halo, ptRestrictions = {‘vrad’: [‘lt’, 0.0]}, scope = fof, cenSatSelect = cen, minStellarMass = 1.0

Subhalo_CGM_Inflow_MeanY

subhaloRadialReduction()

ptType = gas, ptProperty = pos_y, op = mean, rad = r015_1rvir_halo, ptRestrictions = {‘vrad’: [‘lt’, 0.0]}, scope = fof, cenSatSelect = cen, minStellarMass = 1.0

Subhalo_CGM_Inflow_MeanZ

subhaloRadialReduction()

ptType = gas, ptProperty = pos_z, op = mean, rad = r015_1rvir_halo, ptRestrictions = {‘vrad’: [‘lt’, 0.0]}, scope = fof, cenSatSelect = cen, minStellarMass = 1.0

Subhalo_RadProfile3D_Global_Gas_Temp

subhaloRadialProfile()

ptType = gas, ptProperty = temp, op = mean, weighting = mass, radMin = -2.0, radMax = 0.3, radNumBins = 50, radBinsLog = True, radRvirUnits = True, scope = global_tngcluster

Subhalo_RadProfile3D_Global_Gas_Tcool

subhaloRadialProfile()

ptType = gas, ptProperty = tcool, op = mean, weighting = mass, scope = global_spatial, radMin = 0.0, radMax = 2.0, radNumBins = 100, radRvirUnits = True, minHaloMass = 1000dm

Subhalo_RadProfile3D_Global_Gas_Metallicity

subhaloRadialProfile()

ptType = gas, ptProperty = z_solar, op = mean, weighting = mass, radMin = -2.0, radMax = 0.3, radNumBins = 50, radBinsLog = True, radRvirUnits = True, scope = global_tngcluster

Subhalo_RadProfile3D_Global_Gas_Metallicity_XrayWt

subhaloRadialProfile()

ptType = gas, ptProperty = z_solar, op = mean, weighting = xray_lum_0.5-2.0kev, radMin = -2.0, radMax = 0.3, radNumBins = 50, radBinsLog = True, radRvirUnits = True, scope = global_tngcluster

Subhalo_RadProfile3D_Global_Gas_Metallicity_XrayWt_2D

subhaloRadialProfile()

ptType = gas, ptProperty = z_solar, op = mean, weighting = xray_lum_0.5-2.0kev, proj2D = [2, 10000], radMin = -2.0, radMax = 0.3, radNumBins = 50, radBinsLog = True, radRvirUnits = True, scope = global_tngcluster

Subhalo_RadProfile3D_Global_Gas_Entropy

subhaloRadialProfile()

ptType = gas, ptProperty = entropy, op = mean, weighting = mass, radMin = -2.0, radMax = 0.3, radNumBins = 50, radBinsLog = True, radRvirUnits = True, scope = global_tngcluster

Subhalo_RadProfile3D_Global_Gas_ne

subhaloRadialProfile()

ptType = gas, ptProperty = ne, op = mean, weighting = mass, radMin = -2.0, radMax = 0.3, radNumBins = 50, radBinsLog = True, radRvirUnits = True, scope = global_tngcluster

Subhalo_RadProfile3D_Global_Gas_Bmag

subhaloRadialProfile()

ptType = gas, ptProperty = bmag, op = mean, weighting = mass, radMin = -2.0, radMax = 0.3, radNumBins = 50, radBinsLog = True, radRvirUnits = True, scope = global_tngcluster

Subhalo_RadProfile3D_Global_Gas_Bmag_VolWt

subhaloRadialProfile()

ptType = gas, ptProperty = bmag, op = mean, weighting = volume, radMin = -2.0, radMax = 0.3, radNumBins = 50, radBinsLog = True, radRvirUnits = True, scope = global_tngcluster

Subhalo_RadProfile3D_Global_HighResDM_Count

subhaloRadialProfile()

ptType = dm, ptProperty = mass, op = count, radMin = 0.0, radMax = 10.0, radNumBins = 50, radBinsLog = False, radRvirUnits = True, scope = global_tngcluster

Subhalo_RadProfile3D_Global_LowResDM_Count

subhaloRadialProfile()

ptType = dmlowres, ptProperty = mass, op = count, radMin = 0.0, radMax = 10.0, radNumBins = 50, radBinsLog = False, radRvirUnits = True, scope = global_tngcluster

Subhalo_SphericalSamples_Global_Gas_Temp_5rvir_400rad_16ns

subhaloRadialProfile()

ptType = gas, ptProperty = temp, minHaloMass = 10000dm, op = kernel_mean, scope = global_spatial, radMin = 0.0, radMax = 5.0, radNumBins = 400, Nside = 16, Nngb = 20

Subhalo_SphericalSamples_Global_Gas_Entropy_5rvir_400rad_16ns

subhaloRadialProfile()

ptType = gas, ptProperty = entropy, minHaloMass = 10000dm, op = kernel_mean, scope = global_spatial, radMin = 0.0, radMax = 5.0, radNumBins = 400, Nside = 16, Nngb = 20

Subhalo_SphericalSamples_Global_Gas_ShocksMachNum_5rvir_400rad_16ns

subhaloRadialProfile()

ptType = gas, ptProperty = shocks_machnum, minHaloMass = 10000dm, op = kernel_mean, scope = global_spatial, radMin = 0.0, radMax = 5.0, radNumBins = 400, Nside = 16, Nngb = 20

Subhalo_SphericalSamples_Global_Gas_ShocksEnergyDiss_5rvir_400rad_16ns

subhaloRadialProfile()

ptType = gas, ptProperty = shocks_dedt, minHaloMass = 10000dm, op = kernel_mean, scope = global_spatial, radMin = 0.0, radMax = 5.0, radNumBins = 400, Nside = 16, Nngb = 20

Subhalo_SphericalSamples_Global_Gas_RadVel_5rvir_400rad_16ns

subhaloRadialProfile()

ptType = gas, ptProperty = radvel, minHaloMass = 10000dm, op = kernel_mean, scope = global_spatial, radMin = 0.0, radMax = 5.0, radNumBins = 400, Nside = 16, Nngb = 20

Subhalo_SphericalSamples_Global_Stars_RadVel_5rvir_400rad_16ns

subhaloRadialProfile()

ptType = stars, ptProperty = radvel, minHaloMass = 10000dm, op = kernel_mean, scope = global_spatial, radMin = 0.0, radMax = 5.0, radNumBins = 400, Nside = 16, Nngb = 20

Subhalo_SphericalSamples_Global_DM_RadVel_5rvir_400rad_16ns

subhaloRadialProfile()

ptType = dm, ptProperty = radvel, minHaloMass = 10000dm, op = kernel_mean, scope = global_spatial, radMin = 0.0, radMax = 5.0, radNumBins = 400, Nside = 16, Nngb = 20

Subhalo_SphericalSamples_Global_Gas_Temp_5rvir_400rad_8ns

subhaloRadialProfile()

ptType = gas, ptProperty = temp, minHaloMass = 10000dm, op = kernel_mean, scope = global_spatial, radMin = 0.0, radMax = 5.0, radNumBins = 400, Nside = 8, Nngb = 20

Subhalo_SphericalSamples_Global_Gas_ShocksMachNum_10rvir_800rad_16ns

subhaloRadialProfile()

ptType = gas, ptProperty = shocks_machnum, minHaloMass = 10000dm, op = kernel_mean, scope = global_spatial, radMin = 0.0, radMax = 10.0, radNumBins = 800, Nside = 16, Nngb = 20

Subhalo_VirShockRad_Temp_400rad_16ns

healpixThresholdedRadius()

ptType = Gas, quant = Temp, radNumBins = 400, Nside = 16

Subhalo_VirShockRad_Temp_400rad_8ns

healpixThresholdedRadius()

ptType = Gas, quant = Temp, radNumBins = 400, Nside = 8

Subhalo_VirShockRad_Entropy_400rad_16ns

healpixThresholdedRadius()

ptType = Gas, quant = Entropy, radNumBins = 400, Nside = 16

Subhalo_VirShockRad_ShocksMachNum_400rad_16ns

healpixThresholdedRadius()

ptType = Gas, quant = ShocksMachNum, radNumBins = 400, Nside = 16

Subhalo_VirShockRad_ShocksMachNum_10rvir_800rad_16ns

healpixThresholdedRadius()

ptType = Gas, quant = ShocksMachNum, radNumBins = 800, radMax = 10, Nside = 16

Subhalo_VirShockRad_ShocksEnergyDiss_400rad_16ns

healpixThresholdedRadius()

ptType = Gas, quant = ShocksEnergyDiss, radNumBins = 400, Nside = 16

Subhalo_VirShockRad_RadVel_400rad_16ns

healpixThresholdedRadius()

ptType = Gas, quant = RadVel, radNumBins = 400, Nside = 16

Subhalo_SplashbackRad_DM_400rad_16ns

healpixThresholdedRadius()

ptType = DM, quant = RadVel, radNumBins = 400, Nside = 16

Subhalo_SplashbackRad_Stars_400rad_16ns

healpixThresholdedRadius()

ptType = Stars, quant = RadVel, radNumBins = 400, Nside = 16

Subhalo_RadialMassFlux_SubfindWithFuzz_Gas

instantaneousMassFluxes()

ptType = gas, scope = subhalo_wfuzz

Subhalo_RadialMassFlux_SubfindWithFuzz_Wind

instantaneousMassFluxes()

ptType = wind, scope = subhalo_wfuzz

Subhalo_RadialMassFlux_Global_Gas

instantaneousMassFluxes()

ptType = gas, scope = global

Subhalo_RadialMassFlux_Global_Wind

instantaneousMassFluxes()

ptType = wind, scope = global

Subhalo_RadialMassFlux_SubfindWithFuzz_Gas_MgII

instantaneousMassFluxes()

ptType = gas, scope = subhalo_wfuzz, massField = Mg II mass

Subhalo_RadialMassFlux_SubfindWithFuzz_Gas_SiII

instantaneousMassFluxes()

ptType = gas, scope = subhalo_wfuzz, massField = Si II mass

Subhalo_RadialMassFlux_SubfindWithFuzz_Gas_NaI

instantaneousMassFluxes()

ptType = gas, scope = subhalo_wfuzz, massField = Na I mass

Subhalo_RadialMass2DProj_SubfindWithFuzz_Gas

instantaneousMassFluxes()

ptType = gas, scope = subhalo_wfuzz, rawMass = True, fluxMass = False, proj2D = True

Subhalo_RadialMass2DProj_SubfindWithFuzz_Wind

instantaneousMassFluxes()

ptType = wind, scope = subhalo_wfuzz, rawMass = True, fluxMass = False, proj2D = True

Subhalo_RadialMass2DProj_SubfindWithFuzz_Gas_SiII

instantaneousMassFluxes()

ptType = gas, scope = subhalo_wfuzz, rawMass = True, fluxMass = False, proj2D = True, massField = Si II mass

Subhalo_RadialMass_SubfindWithFuzz_Gas

instantaneousMassFluxes()

ptType = gas, scope = subhalo_wfuzz, rawMass = True, fluxMass = False

Subhalo_MassLoadingSN_SubfindWithFuzz_SFR-100myr

massLoadingsSN()

sfr_timescale = 100, outflowMethod = instantaneous

Subhalo_MassLoadingSN_SubfindWithFuzz_SFR-50myr

massLoadingsSN()

sfr_timescale = 50, outflowMethod = instantaneous

Subhalo_MassLoadingSN_SubfindWithFuzz_SFR-10myr

massLoadingsSN()

sfr_timescale = 10, outflowMethod = instantaneous

Subhalo_MassLoadingSN_MgII_SubfindWithFuzz_SFR-100myr

massLoadingsSN()

sfr_timescale = 100, outflowMethod = instantaneous, massField = MgII

Subhalo_MassLoadingSN_MgII_SubfindWithFuzz_SFR-50myr

massLoadingsSN()

sfr_timescale = 50, outflowMethod = instantaneous, massField = MgII

Subhalo_MassLoadingSN_MgII_SubfindWithFuzz_SFR-10myr

massLoadingsSN()

sfr_timescale = 10, outflowMethod = instantaneous, massField = MgII

Subhalo_RadialEnergyFlux_SubfindWithFuzz_Gas

instantaneousMassFluxes()

ptType = gas, scope = subhalo_wfuzz, fluxKE = True, fluxMass = False

Subhalo_RadialEnergyFlux_SubfindWithFuzz_Wind

instantaneousMassFluxes()

ptType = wind, scope = subhalo_wfuzz, fluxKE = True, fluxMass = False

Subhalo_RadialMomentumFlux_SubfindWithFuzz_Gas

instantaneousMassFluxes()

ptType = gas, scope = subhalo_wfuzz, fluxP = True, fluxMass = False

Subhalo_RadialMomentumFlux_SubfindWithFuzz_Wind

instantaneousMassFluxes()

ptType = wind, scope = subhalo_wfuzz, fluxP = True, fluxMass = False

Subhalo_EnergyLoadingSN_SubfindWithFuzz

massLoadingsSN()

outflowMethod = instantaneous, fluxKE = True

Subhalo_MomentumLoadingSN_SubfindWithFuzz

massLoadingsSN()

outflowMethod = instantaneous, fluxP = True

Subhalo_OutflowVelocity_SubfindWithFuzz

outflowVelocities()

Subhalo_OutflowVelocity_MgII_SubfindWithFuzz

outflowVelocities()

massField = MgII

Subhalo_OutflowVelocity_SiII_SubfindWithFuzz

outflowVelocities()

massField = SiII

Subhalo_OutflowVelocity_NaI_SubfindWithFuzz

outflowVelocities()

massField = NaI

Subhalo_OutflowVelocity2DProj_SubfindWithFuzz

outflowVelocities()

proj2D = True

Subhalo_OutflowVelocity2DProj_SiII_SubfindWithFuzz

outflowVelocities()

proj2D = True, massField = SiII

Subhalo_RadialMassFlux_SubfindWithFuzz_Gas_v200norm

instantaneousMassFluxes()

ptType = gas, scope = subhalo_wfuzz, v200norm = True

Subhalo_RadialMassFlux_SubfindWithFuzz_Wind_v200norm

instantaneousMassFluxes()

ptType = wind, scope = subhalo_wfuzz, v200norm = True

Subhalo_MassLoadingSN_SubfindWithFuzz_SFR-100myr_v200norm

massLoadingsSN()

sfr_timescale = 100, outflowMethod = instantaneous, v200norm = True

Subhalo_OutflowVelocity_SubfindWithFuzz_v200norm

outflowVelocities()

v200norm = True

Subhalo_MgII_Emission_Grid2D_Shape

subhaloRadialReduction()

ptType = gas, ptProperty = MgII lum_dustdepleted, op = grid2d_isophot_shape, rad = None, scope = fof, cenSatSelect = cen, minStellarMass = 7.0

Subhalo_MgII_Emission_Grid2D_Area

subhaloRadialReduction()

ptType = gas, ptProperty = MgII lum_dustdepleted, op = grid2d_isophot_area, rad = None, scope = fof, cenSatSelect = cen, minStellarMass = 7.0

Subhalo_MgII_Emission_Grid2D_Gini

subhaloRadialReduction()

ptType = gas, ptProperty = MgII lum_dustdepleted, op = grid2d_isophot_gini, rad = None, scope = fof, cenSatSelect = cen, minStellarMass = 7.0

Subhalo_MgII_Emission_Grid2D_M20

subhaloRadialReduction()

ptType = gas, ptProperty = MgII lum_dustdepleted, op = grid2d_m20, rad = None, scope = fof, cenSatSelect = cen, minStellarMass = 7.0