File types

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File type and extensions constants

These constants are file types and extensions. It can be used for filenames testing or with acquisition functions.

Python example:

# measure and save one 0.25 second frame to png file named "testFile.png"
dev.doSimpleAcquisition(1, 0.25, pixet.PX_FTYPE_PNG, "testFile")
dev.doSimpleAcquisition(1, 0.25, pixet.PX_FTYPE_AUTODETECT, "testFile.png")

File types and extensions constants table

File type constants	File extensions constants	Exts
PX_FTYPE_NONE	(No direct file saving – data stored only in memory)
PX_FTYPE_AUTODETECT	(FTYPE detected by extension in a filename)
PX_FTYPE_ASCII_FRAME	PX_EXT_ASCII_FRAME	"txt"
PX_FTYPE_BINARY_FRAME	PX_EXT_BINARY_FRAME	"pbf"
PX_FTYPE_MULTI_FRAME	PX_EXT_MULTI_FRAME	"pmf"
PX_FTYPE_BINARY_MULTIFRAME	PX_EXT_BINARY_MULTI_FRAME	"bmf"
PX_FTYPE_TPX3_PIXELS	PX_EXT_TPX3_PIXELS	"t3p"
PX_FTYPE_TPX3_PIXELS	PX_ASCII PX_EXT_TPX3_PIXELS_ASCII	"t3pa"
PX_FTYPE_CLUSTER_LOG	PX_EXT_CLUSTER_LOG	"clog"
PX_FTYPE_PIXEL_LOG	PX_EXT_PIXEL_LOG	"plog"
PX_FTYPE_PNG	PX_EXT_PNG	"png"
PX_FTYPE_TPX3_RAW_DATA	PX_EXT_TPX3_RAW_DATA	"t3r"
PX_FTYPE_PIXET_RAW_DATA	PX_EXT_PIXET_RAW_DATA	"prd"
PX_FTYPE_EXTERNAL	(reserved)
(description file saved automatically with pmf/txt)	PX_EXT_FRAME_DESC	"dsc"
(index file saved automatically with pmf/txt)	PX_EXT_INDEX	"idx"

Files extensions summary

txt	ASCII matrix: Text files with img lines converted to text lines with numbers separated by spaces.
pbf	Simple binary files, numbers only.
pmf	Multiple frames. Default is same as the txt, but multiple frames on top of each other. Can use BINARY flag.
t3pa	Tpx3 pixels ASCII. Text format, tab-separated columns with the header in the first row. Biggest to saving.
t3p	Tpx3 pixels. Binary format. Lower saved size, more complex to understand.
t3r	Tpx3 raw data. Fastest to saving, difficult to understand, slow to processing and can cause processing errors.
bstg	Binary settings file: Measured data with all configuration. See Binary Spectral Imaging API: BSTG files
clog, plog	Clusters/pixels logs. Text files contains clusters separated to frames with pixels lists. Historic formats for saving a data with few hited pixels in a frames.
h5	HDF5, hierarchical data format 5. Used as one of multi-frame formats.
info	Text file with "[FileInfo]" head and all metadata list.
dsc	Text file with frame index first and all metadata list.
idx	Binary index for multi-frame files. Usesfull for fast access to n-th frame.

File saving flags summary

File saving flags can do additional settings for file(s) saving.

• Can be used in saving files or in doAdvancedAcquisition python methods, for example.
• Flags can be combined.
• Default frame file settings is set of separate subframes text files, with all pixels include zeros, each subframe with idx+dsc files:

file_ToT.pmf, file_ToT.pmf.dsc, file_ToT.pmf.idx, file_ToA.pmf, file_ToA.pmf.dsc, file_ToA.pmf.idx

File saving flags

Flag constant base name	Description
PX_FRAMESAVE_BINARY	Use binary format in pmf.
PX_FRAMESAVE_SPARSEX	Index + non-zero pixels in file. # separates (sub)frs.
PX_FRAMESAVE_SPARSEXY	X, Y + non-zero pixel in file. # separates (sub)frames.
PX_FRAMESAVE_NODSC	Do not add dsc file.
PX_FRAMESAVE_NOSUBFRAMES	Do not use subframes, save main frame only.
PX_FRAMESAVE_SUBFRAMES_ONEFILE	Save all subframes to a single file.
PX_FRAMESAVE_SUBFRAMES_SAVEMAINFRAME	Save separate all subframes and main frame extra.

The file saving flags can be used in

• Python progrms: Use pixet.PX_FRAMESAVE_... constants in flags parameter of some measuring/saving methods.
• Binary API: Use PX_FRAMESAVE_... constants in flags parameter of some measuring functions.
• The Pixet program. Available in the More measurement settings, after filename was selected
  

File saving flags in More measurement settings in Pixet

File extensions and flags: TXT/PBF/PMF/BMF details

The files formats

txt	Single frame in the text file.
pbf	Pixet Binary Frame - Single frame in the binary file.
pmf	Pixet Multi Frame - Multiframe file with text or binary format, depends on flags used with saving.
bmf	Binary Multi Frame - Multiframe file with binary format, depends on flags used with saving.
idx	Index for seeking - Binary array of 64b pointers to start of frames and subframes.
dsc	Description. List of all metadata for each frame and subframe. Actual device and acquisition parameters, data types, etc. The "Frame name" item can be helpful to orientation in pmf structure if the ONEFILE flag used. The Type=item is helpful to understanding the structure of data if the BINARY flag used.

Multi-files names generation

Note

All the next examples are for Timepix3, single chip, opm = TPX3_OPM_TOATOT

flags 0 (default), input filename = "name", acqCount = 1

name_ToA.txt, name_ToA.txt.dsc, name_ToT.txt, name_ToT.txt.dsc

acqCount = 6

name_0_ToA.txt, name_0_ToA.txt.dsc, name_0_ToT.txt, ...

...

name_5_ToA.txt, name_5_ToA.txt.dsc, ...

PMF note

With each pmf generating .pmf.idx binary file, other is same as TXT with acqCount = 1.

Files with flags=0

Note

All the next examples are for Timepix3, single chip, opm = TPX3_OPM_TOATOT

TXT file data, default

0 0 0 5 0 0 0 … 256 numbers (int for non-calibrated values or float if the calibration used) and enter

0 872 0 0 0 … 256 numbers (int for non-calibrated values or float if the calibration used) and enter

(256 lines)

PMF file data, default

0.00000 78.65742 0.00000 … 256 numbers (int for non-calibrated values or float if the calibration used) and enter

0.00000 0.00000 999785.5 … 256 numbers (int for non-calibrated values or float if the calibration used) and enter

(256 lines * acqCount)

The PMF.IDX files generated beside the PMFs. Contains the simple binary array of little-endian qword addresses of the each frame start. .pmf.idx example Pointers to frames at 0, 0x29, 0x52, 0x7b, 0xA4, 0xCD, ...

.pmf.idx file example

Flags influence to files

TXT file data: FRAMESAVE_SPARSEX flag

_ToA.txt file		_ToT.txt file
px index	ToA	px index	ToT
0	227212.500000	0	20
17	310685.937500	17	13
255	265487.500000	255	11
1274	105728.125000	1274	9
- Lists of all hited pixels - ToT: int for non-calibrated data or float if the calibration used

TXT file data: FRAMESAVE_SPARSEXY flag

_ToA.txt file				_ToT.txt file
X	Y	ToA	X	Y	ToT
247	3	189851.562500	247	3	16
250	4	140042.187500	250	4	12
5	9	317195.312500	5	9	5
- Lists of all hited pixels - ToT: int for non-calibrated data or float if the calibration used

PMF file data, pixet.PX_FRAMESAVE_SPARSEX(Y) flag
Same as TXT, but containing single lines with only # to separate frames

X	Y	ToA	Line description
232	139	321620.312500	frame 1, px 1
4	252	340231.250000	frame 1, px 2
#			frames separator
39	0	258270.312500	frame 2, px 1
201	0	76593.750000	frame 2, px 2
92	1	268642.187500	frame 2, px 3

PX_FRAMESAVE_SUBFRAMES_ONEFILE

All the data is in one file, subframes are placed one behind the other. If the measurement result has 10 frames with 2 subframes A/B, each _n TXT file contains 2 subrfames and the PMF contains 20 frames in order:

sfr0A, sfr0B, sfr1A, sfr1B, ...

The exact order and names of type of (sub)frames is listed in the DSC file. The DSC have separate records [Fn] for all the items.

PX_FRAMESAVE_SUBFRAMES_SAVEMAINFRAME

The group of the saved files contains the main frame and all subframes. Subframe files end in _sfrName, the main frame does not. In DSC file accompanying the TXT with main frame is not the "Frame name" item.

Not applicable if combined with the ONEFILE flag.

PX_FRAMESAVE_BINARY

If the file type supports text and binary format, ex. PMF, save the binary.

Not applicable to TXT, must use PBF instead.

Data in the file are the simple array of non-calibrated 16 or 32b integers or calibrated doubles. See the DSC file for used data type.

BINARY + SPARSEXY examples:

Example of data saved if flags BINARY+SPARSEXY used

DSC files details

The first 3 lines have special functions:

1. File type selection
2. Index of the frame in this file
3. Arrangement and type of the data

Other lines are a list of metadata items separated by blank lines.
In txt.dsc and pbf.dsc, end of the frame is end of the file.
In the pmf.dsc, next item 2 and 3 and frame or subframe data follows.

Some example (PBF with BINARY and SPARSEXY – test_49_ToA.pbf.dsc):

B000000001                                      B=binary / A=ASCII and file type
[F0]                                            Index of frame in the file = 0
Type=double [X,Y,C] width=256 height=256        Pixel pos. X, Y and data with type double
"Acq Serie Index" ("Acquisition serie index"):  Some metadata item name and (description)
u32[1]                                          Type of the item data [number of values]
49                                              The value

(more metadata items separated by blank lines …)

"Frame name" ("Frame name"):
char[3]
ToA                                             This is the ToA frame

(more metadata items separated by blank lines …)
(end of the file)

Other example (PMF with BINARY+SPARSEX+ONEFILE – test.pmf.dsc):

B000000010
[F0]                                            Start of the first subframe
Type=double [X,C] width=256 height=256          Pixel index and double type pixel data (ToA in ns)
"Acq Serie Index" ("Acquisition serie index"):
u32[1]
0 

(more metadata items separated by blank lines …)

"Frame name" ("Frame name"):
char[3]
ToA 
(more metadata items separated by blank lines …)

[F1]                                            Start of the second subframe
Type=i16 [X,C] width=256 height=256             Pixel index and int16 pixel data (ToT counter value)
"Acq Serie Index" ("Acquisition serie index"):
u32[1]
0

(and the ToT frame metadata, [F2] and ToA subframe, [F3] and ToT sfr, … [Fn] and ToT sfr of (n/2)th frame)

Complete one frame DSC example (BINARY+SPARSEX – test_15_ToA.pbf.dsc):

B000000001
[F0]
Type=double [X,C] width=256 height=256
"Acq Serie Index" ("Acquisition serie index"):
u32[1]
15

"Acq Serie Start time" ("Acquisition serie start time"):
double[1]
1639059034.903085 
"Acq time" ("Acquisition time [s]"):
double[1]
0.500000

"ChipboardID" ("Chipboard ID"):
char[9]
I08-W0060

"DACs" ("DACs"):
u16[19]
16 8 128 10 120 1301 501 5 16 8 16 8 40 128 128 128 256 128 128 

"Frame name" ("Frame name"):
char[3]
ToA

"HV" ("High voltage [V]"):
double[1]
-500 

"Interface" ("Readout interface"):
char[7]
MiniPIX

"Mpx type" ("Medipix type (1-MXR, 2-TPX, 3-MPX3, 4-TPX3, 5-TPX2)"):
i32[1]
4 

"Pixet version" ("Pixet version"):
char[5]
1.7.8

"Start time" ("Acquisition start time"):
double[1]
1639059042.934810 

"Start time (string)" ("Acquisition start time (string)"):
char[64]
Thu Dec 9 15:10:42.934809 2021

"Threshold" ("Threshold [keV]"):
double[1]
5.026744

CLOG and CLOG.IDX files details

The CLOG format was developed to facilitate further processing of cluster data by the user programs. This is a text file divided to the frame records and the records can contain a clusters. Frames and clusters are separated by the line breaks. Frames can be separated by whole free line.

The record format

Frame FN (frameStart, frameAcqTime s)

[x, y, energy, ToA] [x, y, energy, ToA] [x, y, energy, ToA] …

FN	Frame index number. First 0 or 1.
frameStart	Start time of the frame. There are variants: 1. If it from measuring or from replay frame-based data with metadata available: Linux format, frame starting time from PC’s getPrecisionTime. 2. If it from pixel-based data with metadata available (file.t3pa + file.t3pa.info): Linux format, acq. starting time from PC’s getPrecisionTime with added time from data. 3. If it from replay data and metadata not available: Nanoseconds from the input data. Periodic increments if source is frame-based, random increments if source is data-driven.
frameAcqTime	Duration of the frame, float in seconds. Always 0.000000 in data from data-driven sources.
x, y	Position of the pixel.
energy*	Energy deposited in the pixel. Integer ToT counter value if not calibrated, float in keV if calibrated.
ToA*	Time of arrival, relative to frameStart. Integer in CLK ticks if ToA conversion is disabled, float in ns if ToA conversion is enabled.

*ToA+energy records can be created from source that supports combined ToA+ToT modes, like as OPM_TOATOT on the Timepix3. If the data source supports only single modes, only one value is in this position.

Clog from data-driven source not contains free frames.
Clog from frame-based source can contains free frames.

Example records (Timepix3, Frame2 with two clusters by 2 and 4 pixels, Frame3 with single 2-pixel cluster)

Frame 2 (273697060.937500, 0.000000 s)
[214, 195, 43.1598, 0] [220, 191, 20.6515, 7.8125]
[224, 182, 21.8018, 31.25] [223, 186, 4.58576, 31.25] [222, 183, 38.2381, 31.25] [226, 185, 14.7623, 34.375]

Frame 3 (371034565.625000, 0.000000 s)
[151, 33, 32.5745, 0] [151, 34, 13.8135, 17.1875]

Example records (Timepix)

Frame 6 (1639143482.765164, 0.200000 s)
[87, 134, 5.75352] [217, 58, 14.8396]
Frame 7 (1639143483.019154, 0.200000 s)
Frame 8 (1639143483.261158, 0.200000 s)
Frame 9 (1639143483.513150, 0.200000 s)

The CLOG.IDX files generated beside the CLOGs. Contains the simple binary array of little-endian qword addresses of the "F" at each record start. .clog.idx example Pointers to records at 0, 0x29, 0x52, 0x7b, 0xA4, 0xCD, ...

Example .clog.idx file

T3PA files details

The T3PA is timepix3 data file in text format with lines and tabs. Contains the information line and data lines with record index, pixel index, Time of arrival, Time over threshold, Fine ToA and Overflow.
Example:

Index Matrix Index ToA ToT FToA Overflow
0 1028 1918 14 22 0
1 1028 3126 8 28 0
2 1028 3778 5 23 0
...
156003 39793 98473646054 38 9 0
156004 190 98492090610 19 3 0

• The Index is simple index of measurement line. This growing while measurement is running. If you append new measurement to existing file, new index is 0 again and again growing while new measurement is running.

Physical position of the x=0, y=0 pixel on the Minipix (1,1 in Pixet view)

• The Matrix Index is index of the pixel. On the Minipix Tpx3 is 0 at the left-down (see image)
• The ToA is time of arrival in units 25 ns, mod by limit, for example Minipix 2⁶⁴ (14600y), Advapix-single 2³⁰ (26s), Advapix-Quad 2²⁸ (6.5s).

Note: The ToA on-chip implementation in the pixels is limited to 14 bits (409.6 µs).

The ToA in T3PA is extended by device. But there is inherent uncertainty around the borders. These values may be incorrectly assigned. Users not comfortable with our extension can apply AND with (uint64)16383 to extended ToA to get original ToA from the chip.

• The ToT is time over threshold in units 25 ns.
• The FToA stands for "fine ToA" and it is the finest step of the ToA measurement. To properly account for this step in the conversion of ToA to time, it is necessary to subtract the amount of counts of fToA in the following manner:

Time [ns] = 25*ToA - (25/16)*fToA

The original range of this fToA value in the chip is 4 bits, or 16 values. This is extended in the post-processing of the data into 5 bits, or 32 values to include a correction for the delay of the clock propagation in the chip. The final value exported into t3pa files has a range of 5 bits, or 32 values, but the previous equation still stands.

• The Overflow is sign of data transfer overflow. If the line has this 1:

index = 0x74: start of lost data

index = 0x75: end of lost data, toa is length of the missing time

(this can occurs with rates over megahits per seconds for Minipix)

Note: In data from multichip devices, there is not Overflow, replaced by Chip index (But column name is still Overflow).

Pixel matrix configuration files

Overview

bpc	Binary Pixel Configuration	All PM config in one file, meaning of the bits depends on the chip.
txt	Ascii Mask Matrix	Text file with pixel mask
txt	Ascii Test Bit Matrix	Text file with test bits
txt	Ascii THL adj. bits Matrix	Text file with threshold values adjustment

Other files

• H5: The HDF5 files. Binary containers for structured data. If used to save, contains both measured data and metadata. To access theese files, use third party tools and libraries like as h5py for Python or HDF5 C++ API form HDF Group.
• See: Files and directories of the Pixet and SDK: pixet.ini
• See: Files and directories of the Pixet and SDK: Configuration XML files
• See: Files and directories of the Pixet and SDK: Device configuration ini files
• See: Files and directories of the Pixet and SDK: Device firmware files
• See: Binary Spectral Imaging API: BSTG files
• See: The ISetting object chapter in the Python API manual