Data Importing Formats: Difference between revisions
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#:* For more information on using the textreadr function see [[Textreadr]] | #:* For more information on using the textreadr function see [[Textreadr]] | ||
#:* Create a custom import function [[Editds_userimport]] | #:* Create a custom import function [[Editds_userimport]] | ||
# Locate a community developed importer on the Matlab [http://www.mathworks.com/matlabcentral/fileexchange/ | # Locate a community developed importer on the Matlab [http://www.mathworks.com/matlabcentral/fileexchange/ file exchange]. | ||
#* Other sources exist as well, for example: [http://cdf.gsfc.nasa.gov/html/dttools.html | #* Other sources exist as well, for example: [http://cdf.gsfc.nasa.gov/html/dttools.html CDF Tools]. | ||
# Obtain a file format (specification) from the vendor. We're always happy to develop (or help develop) file importers. | # Obtain a file format (specification) from the vendor. We're always happy to develop (or help develop) file importers. | ||
#* An actual specification document is great but often vendors have internally developed Matlab importers that can be used outright or be modified to work. It's also very helpful to have example files that can be used to test with. | #* An actual specification document is great but often vendors have internally developed Matlab importers that can be used outright or be modified to work. It's also very helpful to have example files that can be used to test with. | ||
| Line 61: | Line 61: | ||
* In cases involving n-way (multidimensional) data you man need to "build up" you dataset. More information about how to do that can be found [http://software.eigenvector.com/faq/index.php?id=110 here]. | * In cases involving n-way (multidimensional) data you man need to "build up" you dataset. More information about how to do that can be found [http://software.eigenvector.com/faq/index.php?id=110 here]. | ||
* Convert Matlab Table Object to DatasetObject using [[table2dataset]] and from DataSet to a Table object using [[dataset2table]]. | |||
===AutoImport Keywords=== | ===AutoImport Keywords=== | ||
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| rawread || Physical Electronics RAW Image (RAW) | | rawread || Physical Electronics RAW Image (RAW) | ||
|- | |- | ||
| specimreadr || | | specimreadr || Spectral Imaging SPECIM (HDR/RAW) | ||
|- | |- | ||
| img || Image (Workspace/MAT file) | | img || Image (Workspace/MAT file) | ||
Latest revision as of 12:21, 27 December 2022
Data can be imported into PLS_Toolbox or Solo from a variety of sources using File>Import Data (or similar) menu itesm in the Workspace Browser, Analysis, and DataSet Editor windows.
Unsupported File Formats
Note: If you do not see the file type list below try the following:
- Export your data to a supported file type. Often this is delimited text, Excel, or SPC.
- If data can be exported as text, some customization can be done via our text importing tools to accommodate different formatting:
- For more information on using the textreadr function see Textreadr
- Create a custom import function Editds_userimport
- Locate a community developed importer on the Matlab file exchange.
- Other sources exist as well, for example: CDF Tools.
- Obtain a file format (specification) from the vendor. We're always happy to develop (or help develop) file importers.
- An actual specification document is great but often vendors have internally developed Matlab importers that can be used outright or be modified to work. It's also very helpful to have example files that can be used to test with.
Common Formats
- Workspace/MAT file - see Importing .mat Files
- Delimited Text File (CSV,TXT) - see Text Import Settings
- XY... Delimited Text Files (TXT,XY) - see Text Import Settings
- Excel File (XLS,XLSX,CSV,TXT)
- Experiment File (EXP,CSV,XLS,TXT)
- table2dataset - Convert Matlab Table Array to Dataset.
- Text from Clipboard (CSV,TXT,XML)
- Extensible Markup Language (XML) - see DataSet XML Format
Commercial Formats
- AdventaCT MTF File (MTF)
- AIT ASF File (ASF, AIF, BKH)
- AIT PIONIR File (PDF)
- Analytical Spectral Devices (ASD) Indico (V6 and V7)
- ENVI Image File (HDR/IMG) Image DSO if MIA_Toolbox installed.
- Bruker OPUS
- Bruker XRPD (RAW)
- CytoSpec CYT File (CYT)
- Grams Thermo Galactic File (SPC, DHB)
- Guided Wave File (SCAN, AUTOSCAN)
- Hitachi EEM File (TXT)
- Horiba JY Raman File (NGS, NGC)
- Horiba JY Aqualog ASCII File (DAT)
- Jasco EEM Files (CSV)
- JCAMP (DX,JDX)
- Siemens RDA file (RDA)
- Omnic SPA File (SPA)
- Princeton Instruments SPE File (SPE)
- PerkinElmer (FSM, SP, VIS, IMP)
- Stellarnet ABS File (ABS)
- Shimadzu EEM File (TXT)
- Vision Air XML Data File (XML)
- Other... - Call Matlab importer.
Additional import methods may be available depending on the specific purchased options and the distributor of your copy of PLS_Toolbox or Solo. See other notes below.
Notes
- Our image processing products MIA_Toolbox and Solo+MIA include additional image-specifc importers. See Image_Importing_Formats and Constructing_Image_DataSets for more information.
- The Delimited Text File format provides a flexible way to import lots of different text file formats. For details on the format and the options available, see: Text Import Settings
- The Experiment File import method is used to import multiple data files at once along with corresponding reference values. For more information on the Experiment File format and features, see the reference page for experimentreadr.
- PLS_Toolbox users can access the importers through the autoimport command or the file import functions directly.
- In some cases you may have to use the DataSet Editor to add additional information to your dataset. For instance, you may add labels and or axis scales after you've imported the raw data. See Key_GUIs for more information on using the DataSet Editor.
- In cases involving n-way (multidimensional) data you man need to "build up" you dataset. More information about how to do that can be found here.
- Convert Matlab Table Object to DatasetObject using table2dataset and from DataSet to a Table object using dataset2table.
AutoImport Keywords
The following table lists keywords (aka method names) that can be used to import the corresponding file types when using Solo Scripting import commands or when using the autoimport PLS_Toolbox function.
| Keyword | File Type |
|---|---|
| workspace | Workspace/MAT file |
| text | Delimited Text File (CSV,TXT) |
| xy | XY... Delimited Text Files (TXT,XY) |
| excel | Excel File (XLS,XLSX,CSV,TXT) |
| experimentreadr | Experiment File (EXP,CSV,XLS,TXT) |
| clipboard | Text from Clipboard (CSV,TXT,XML) |
| xml | XML file (XML) |
| ------ | -------------------------------- |
| editds_mtfimport | AdventaCT MTF File (MTF) |
| asf | AIT ASF File (ASF, AIF, BKH) |
| pdfreadr | AIT PIONIR File (PDF) |
| asdreadr | Analytical Spectral Devices (ASD) Indico (V6 and V7) |
| opusreadr | Bruker OPUS File |
| brukerxrpdreadr | Bruker XRPD File (RAW) |
| cytospecreadr | CytoSpec CYT File (CYT) |
| envireadr | ENVI File (HDR/IMG) |
| spc | Grams Thermo Galactic File (SPC, DHB) |
| gwscanreadr | Guided Wave File (SCAN, AUTOSCAN) |
| hjyreadr | Horiba JY Raman File (NGS, NGC) |
| aqualogreadr | Horiba JY Aqualog File (DAT) |
| hitachieemreadr | Hitachi EEM File (TXT) |
| shimadzueemreadr | Shimadzu EEM File (TXT) |
| jascoeemreadr | Jasco EEM File (CSV) |
| jcamp | JCAMP (DX,JDX,JCAMP) |
| spareadr | Omnic SPA File (SPA) |
| spereadr | Princeton Instruments SPE File (SPE) |
| spgreadr | Omnic SPG File (SPG) |
| pereadr | PerkinElmer File (FSM, SP, VIS) |
| snabsreadr | Stellarnet ABS File (ABS) |
| ------ | -------------------------------- |
| camecard | Cameca Ion-Tof BIF/BIF6 Image (BIF,BIF6) |
| opotekenvirdr | ENVI Image Format (HDR) |
| lispixrawreadr | Lispix Raw Formatted Image (RAW) |
| opotektiffrdr | Multi-layer TIFF files (TIFF) |
| rawread | Physical Electronics RAW Image (RAW) |
| specimreadr | Spectral Imaging SPECIM (HDR/RAW) |
| img | Image (Workspace/MAT file) |
| imgother | Image standard (JPG, TIFF, GIF, BMP, PNG) |