py_utils.size_distributions Namespace Reference

Functions
	_set_title (ax, text, **kw)
	_slug (text)
	_apply_style (font_family, font_serif, font_size, axes_linewidth, dpi, save_dpi)
	_load_bins (xlsx_path, sheet)
	_annotate_cite (ax, text, fontsize)
	_save (fig, outdir, stem, formats)
	_filter (df, mat_c, type_c, dose_c, temp_c, bin_c, freq_c, material=None, irr_type=None, dose=None, temp=None)
	_xywh (df, bin_c, bw_c, freq_c)
	plot_size_distributions (xlsx="Ferritics_Irradiated_Microstructure_Data.xlsx", outdir="figures", save=True, show=False, formats=("pdf", "png"), include_overview=True, font_size=16, font_family="serif", font_serif=("Times New Roman", "DejaVu Serif"), axes_linewidth=1.2, dpi=150, save_dpi=300, cite_fontsize=None, figsize=(8, 5))
	main ()

Variables
list	LOOP_CASES
list	VOID_CASES
bool	SHOW_TITLES = False

Detailed Description

size_distributions.py
Reads Size_Distribution_Database_FM_Steels.xlsx and produces
publication-quality bar-graph figures of dislocation loop and
void/cavity size distributions — one figure per condition.

Programmatic use (Jupyter):
    from size_distributions import plot_size_distributions
    figs = plot_size_distributions(
        xlsx="../../input/Size_Distribution_Database_FM_Steels.xlsx",
        outdir="../../output/size_distributions",
        font_size=16, save=True, show=True,
    )

CLI use:
    python size_distributions.py --xlsx ... --outdir ...

Function Documentation

_annotate_cite()

py_utils.size_distributions._annotate_cite (   ax,   text,   fontsize  )

protected

Definition at line 138 of file size_distributions.py.

_apply_style()

py_utils.size_distributions._apply_style (   font_family,   font_serif,   font_size,   axes_linewidth,   dpi,   save_dpi  )

protected

Definition at line 113 of file size_distributions.py.

_filter()

py_utils.size_distributions._filter (   df,   mat_c,   type_c,   dose_c,   temp_c,   bin_c,   freq_c,   material = None,   irr_type = None,   dose = None,   temp = None  )

protected

Definition at line 149 of file size_distributions.py.

_load_bins()

py_utils.size_distributions._load_bins (   xlsx_path,   sheet  )

protected

Definition at line 132 of file size_distributions.py.

_save()

py_utils.size_distributions._save (   fig,   outdir,   stem,   formats  )

protected

Definition at line 144 of file size_distributions.py.

_set_title()

py_utils.size_distributions._set_title (   ax,   text, **  kw  )

protected

Axes (or panel) title, drawn only when SHOW_TITLES is on.

Definition at line 102 of file size_distributions.py.

_slug()

py_utils.size_distributions._slug (   text )

protected

Definition at line 108 of file size_distributions.py.

_xywh()

py_utils.size_distributions._xywh (   df,   bin_c,   bw_c,   freq_c  )

protected

Definition at line 163 of file size_distributions.py.

main()

py_utils.size_distributions.main

(

)

Definition at line 359 of file size_distributions.py.

plot_size_distributions()

py_utils.size_distributions.plot_size_distributions	(		xlsx = "Ferritics_Irradiated_Microstructure_Data.xlsx",
			outdir = "figures",
			save = True,
			show = False,
			formats = ("pdf", "png"),
			include_overview = True,
			font_size = 16,
			font_family = "serif",
			font_serif = ("Times New Roman", "DejaVu Serif"),
			axes_linewidth = 1.2,
			dpi = 150,
			save_dpi = 300,
			cite_fontsize = None,
			figsize = (8, 5)
	)

Build one figure per condition (loop and void size distributions).

Empty datasets are skipped. Returns dict{stem -> Figure} of figures
actually produced.

Set `include_overview=False` to skip the mean-loop-size-vs-T scatter.

Definition at line 171 of file size_distributions.py.

Variable Documentation

LOOP_CASES

list py_utils.size_distributions.LOOP_CASES

Definition at line 35 of file size_distributions.py.

SHOW_TITLES

bool py_utils.size_distributions.SHOW_TITLES = False

Definition at line 99 of file size_distributions.py.

VOID_CASES

list py_utils.size_distributions.VOID_CASES

Initial value:

=  [
    dict(kind="void", material="EUROFER97", dose=15,   temp=330, color="#1B4F8A",
         citation="[CIT-01] Klimenkov 2012", xlim=(0, 5),
         title="EUROFER97 — 15 dpa / 330 °C (BOR-60, neutron)"),
    dict(kind="void", material="EUROFER97", dose=32,   temp=335, color="#2E86C1",
         citation="[CIT-01] Klimenkov 2012", xlim=(0, 5),
         title="EUROFER97 — 32 dpa / 335 °C (BOR-60, neutron)"),
    dict(kind="void", material="T91", dose=15.4, temp=376, color="#117A65",
         citation="[CIT-05] Gao 2018", xlim=(0, 5),
         title="T91 — 15.4 dpa / 376 °C (BOR-60, neutron)"),
    dict(kind="void", material="HT9", dose=17.1, temp=377, color="#1E8449",
         citation="[CIT-06] Gao 2019", xlim=(0, 5),
         title="HT9 — 17.1 dpa / 377 °C (BOR-60, neutron)"),
    dict(kind="void", material="T91", dose=35.1, temp=376, color="#922B21",
         citation="[CIT-05] Gao 2018", xlim=(0, 18), bimodal=True,
         title="T91 — 35.1 dpa / 376 °C (BOR-60, neutron) — bimodal"),
    dict(kind="void", material="HT9", dose=35.1, temp=377, color="#C0392B",
         citation="[CIT-06] Gao 2019", xlim=(0, 18), bimodal=True,
         title="HT9 — 35.1 dpa / 377 °C (BOR-60, neutron) — bimodal"),
]

Definition at line 74 of file size_distributions.py.