Skip to content

desflow fit

The help of desflow fit, generated from the command's code. Command Line uses this one on the shop, and its What It Is lists every command.

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
Usage: desflow fit [OPTIONS] {FILE}

  Fit a column of FILE to the distribution families, and exit 1 if none is
  usable.

Arguments:
  FILE  A CSV file with a header row.  [required]

Options:
  --column NAME                   The column to fit.  [required]
  --unit <str>                    The data's unit: ms, s, min or h. Settings are
                                  in seconds.  [default: s]
  --candidates NAMES              The families to try, separated by commas.
                                  Defaults to every family.
  --lower <float>                 The lowest plausible value, in the data's
                                  unit.
  --upper <float>                 The highest plausible value, in the data's
                                  unit.
  --bins <int range>              Offer the empirical distribution as a
                                  histogram with this many bins.  [x>=1]
  --min-count <int range>         The fewest values a family is fitted to.
                                  [default: 20; x>=1]
  --tolerance <float>             How far a fitted mean and standard deviation
                                  may be from the data's, as a share of the
                                  data's.  [default: 0.25]
  --drop-invalid / --no-drop-invalid
                                  Leave out invalid values rather than stopping.
                                  [default: no-drop-invalid]
  --out FILE                      Write the best candidate's settings here, for
                                  !include in a blueprint.
  --plot FILE                     Draw the data against the best candidate, as a
                                  PNG.
  --help                          Show this message and exit.

  Examples:

    # Fit measured packing times, in seconds

    $ desflow fit times.csv --column packing_seconds

    # Write the best fit's settings for a blueprint to load

    $ desflow fit times.csv --column packing_seconds --lower 0 --out
    packing.yaml