quant-aq / py-smps Goto Github PK

Python library for the analysis and visualization of data from a Scanning Mobility Particle Sizer (SMPS) and other similar instruments (SEMS, OPC's).

Home Page: https://quant-aq.github.io/py-smps/

License: MIT License

Python 100.00%

aerosol atmospheric-science chemistry mit science

py-smps's People

Contributors

Stargazers

Watchers

Forkers

duanyscn gorkowski haochiche ilir-shuli moabgal pure-alone benjistomps linlin12333 rxward persisli haniehkhoshnevisansari lfyin verafirmansyah

py-smps's Issues

Issues with `stats` calculation when there are empty rows

This happens often after resampling - could just store a temporary index and then merge the results with the original index after calculating.

Alphasense OPC-N3 object is not being initiated correctly

If you do not specify the bin_labels, the bin labels are not auto-generated as they should. Code here

The OPCN2/N3 Loader sucks

Should be more generic since Alphasense just changed the output format in their new GUI

Make accessing GM, GSD, other stats easier

The requirement for `setuptools` should be loosened if possible

Describe the bug
When installing py-smps, the dependency for setuptools is quite strict, which can lead to issues for users. If the proper version of setuptools is installed, everything is fine. If not, it raises the exception below:

To Reproduce
Steps to reproduce the behavior:

Install py-smps with setuptools<65.0
Try to use py-smps

Expected behavior
The package should work independent of setuptools version

Python Environment (please complete the following information)

python3.9

smps.utils._get_linecount needs the delimiter passed to it

It currently fails if the delimiter is not a comma

smps.plots.heatmap error

Describe the bug
UFuncTypeError when using smps.plots.heatmap example

To Reproduce
Steps to reproduce the behavior:

import "Boston" example
copy example code for Boston example to produce heatmap
Receive error shown below

Expected behavior
Produces error:

"Cannot cast ufunc 'greater_equal' input 0 from dtype('<m8[ns]') to dtype('<m8') with casting rule 'same_kind'"
heatmap plot will not display.

Screenshots
heatmaperror.pdf

Desktop (please complete the following information):

OS: [ macOS Monterey]
Browser [Chrom]
Version [104.0.5112.79]

Additional context
Add any other context about the problem here.

Issue getting an AIM file to load in using "smps_from_txt"

Describe the bug
I am having trouble getting my
SMPS_3082002329005_20240413_155758.csv
file to load with AIM 12

To Reproduce
when I use the command obj = smps.io.smps_from_txt(r'file name')

Expected behavior
I believe that this is what I should be doing to get the file to load in

Desktop (please complete the following information):

OS: Windows 11
used py -m pip install py-smps --pre to install py-smps

Python Environment (please complete the following information)

using visual studio code

Below is the error I receive:
Traceback (most recent call last):
File "c:\Users\aydan\hello\smpsPlayground.py", line 8, in
obj = smps.io.smps_from_txt(r"C:\Users\aydan\hello\SMPS_3082002329005_20240413_155758.csv")
File "C:\Users\aydan\hello.venv\lib\site-packages\smps\io.py", line 90, in smps_from_txt
ts = pd.read_table(
File "C:\Users\aydan\hello.venv\lib\site-packages\pandas\io\parsers\readers.py", line 1405, in read_table
return _read(filepath_or_buffer, kwds)
File "C:\Users\aydan\hello.venv\lib\site-packages\pandas\io\parsers\readers.py", line 620, in _read
parser = TextFileReader(filepath_or_buffer, **kwds)
File "C:\Users\aydan\hello.venv\lib\site-packages\pandas\io\parsers\readers.py", line 1620, in init
self._engine = self._make_engine(f, self.engine)
File "C:\Users\aydan\hello.venv\lib\site-packages\pandas\io\parsers\readers.py", line 1898, in _make_engine
return mapping[engine](f, **self.options)
File "C:\Users\aydan\hello.venv\lib\site-packages\pandas\io\parsers\c_parser_wrapper.py", line 93, in init
self._reader = parsers.TextReader(src, **kwds)
File "parsers.pyx", line 581, in pandas._libs.parsers.TextReader.cinit
pandas.errors.EmptyDataError: No columns to parse from file

Outdated smps.io.load_file() in tutorial

The "smps.io.load_file" method is supposed to be "smps_from_txt" in the tutorial.

OPC-N3 is missing a bin by default

Calculate Relevant Params

We should be able to do the following:

Calculate mean, mode, etc
Fit data to n lognormal modes
convert between number-weighted, surface-weighted, etc.

Add results class for returning fitted data

look at statsmodels for inspiration (for tables)

Port this library over to QuantAQ

This library will be supported by QuantAQ from now on and will live under the QuantAQ GitHub umbrella.

Build Interactive Exploration tool based on plotly

https://plot.ly/javascript/lasso-selection/

Error when plotting smps.plots.heatmap

Discussed in #51

^{Originally posted by Ethan-Barber July 25, 2022}
When I copy the code for the sample "boston" example and plot the heatmap, I receive the error "Cannot cast ufunc 'greater_equal' input 0 from dtype('<m8[ns]') to dtype('<m8') with casting rule 'same_kind'". Any ideas how I can fix this?

Colormap Plot has blank areas where dNdlogDp is less than Z.min()

Should we somehow fix this heatmap so that any datapoint less than the LogNorm minimum appears visually as the minimum? i.e. If we set cbar_min=100, then any data point where dNdlogDp < 100 will appear white, rather than the minimum colorbar color..

Add .copy() method to SMPS class

heatmap should more intelligently deal with non-positive numbers

Specifically, 0's and NaNs throws a ValueError

Throw more useful errors

Specifically, on a failed file import, throw a more useful error.

Add support for merging together multiple scans with different bins

Currently, bins is a 3xn array - if we turn it into a 3 x n x y array (i.e. all timestamps have a unique bin array), we can merge together files with different parameters.

Error in installation of py-smps using pip. It finishes with error. Do you have any suggestions what could be the reason for this.

C:\Users\au748849>pip install py-smps
Collecting py-smps
  Using cached py_smps-2.0.0-py3-none-any.whl (19 kB)
Collecting joblib<2.0.0,>=1.0.0 (from py-smps)
  Using cached joblib-1.3.2-py3-none-any.whl.metadata (5.4 kB)
Collecting numpy<2.0.0,>=1.19.1 (from py-smps)
  Using cached numpy-1.26.3-cp312-cp312-win_amd64.whl.metadata (61 kB)
Collecting pandas<2.0.0,>=1.2.4 (from py-smps)
  Using cached pandas-1.5.3.tar.gz (5.2 MB)
  Installing build dependencies ... done
  Getting requirements to build wheel ... done
  Preparing metadata (pyproject.toml) ... done
Collecting requests<3.0.0,>=2.24.0 (from py-smps)
  Using cached requests-2.31.0-py3-none-any.whl.metadata (4.6 kB)
Collecting scipy<2.0.0,>=1.5.2 (from py-smps)
  Using cached scipy-1.11.4-cp312-cp312-win_amd64.whl.metadata (60 kB)
Collecting seaborn<0.11.0,>=0.10.1 (from py-smps)
  Using cached seaborn-0.10.1-py3-none-any.whl (215 kB)
Collecting statsmodels<0.13.0,>=0.12.0 (from py-smps)
  Using cached statsmodels-0.12.2.tar.gz (17.5 MB)
  Installing build dependencies ... error
  error: subprocess-exited-with-error

  × pip subprocess to install build dependencies did not run successfully.
  │ exit code: 1
  ╰─> [297 lines of output]
      Ignoring numpy: markers 'python_version == "3.6"' don't match your environment
      Ignoring numpy: markers 'python_version == "3.7"' don't match your environment
      Collecting setuptools
        Using cached setuptools-69.0.3-py3-none-any.whl.metadata (6.3 kB)
      Collecting wheel
        Using cached wheel-0.42.0-py3-none-any.whl.metadata (2.2 kB)
      Collecting cython>=0.29.14
        Using cached Cython-3.0.8-cp312-cp312-win_amd64.whl.metadata (3.2 kB)
      Collecting numpy==1.17.5
        Using cached numpy-1.17.5.zip (6.4 MB)
        Installing build dependencies: started
        Installing build dependencies: finished with status 'done'
        Getting requirements to build wheel: started
        Getting requirements to build wheel: finished with status 'done'
        Preparing metadata (pyproject.toml): started
        Preparing metadata (pyproject.toml): finished with status 'error'
        error: subprocess-exited-with-error

        Preparing metadata (pyproject.toml) did not run successfully.
        exit code: 1

        [264 lines of output]
        Running from numpy source directory.
        <string>:419: UserWarning: Unrecognized setuptools command, proceeding with generating Cython sources and expanding templates
        blas_opt_info:
        blas_mkl_info:
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries mkl_rt not found in ['C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\lib', 'C:\\', 'C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\libs']
          NOT AVAILABLE

        blis_info:
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries blis not found in ['C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\lib', 'C:\\', 'C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\libs']
          NOT AVAILABLE

        openblas_info:
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries openblas not found in ['C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\lib', 'C:\\', 'C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\libs']
        get_default_fcompiler: matching types: '['gnu', 'intelv', 'absoft', 'compaqv', 'intelev', 'gnu95', 'g95', 'intelvem', 'intelem', 'flang']'
        customize GnuFCompiler
        Could not locate executable g77
        Could not locate executable f77
        customize IntelVisualFCompiler
        Could not locate executable ifort
        Could not locate executable ifl
        customize AbsoftFCompiler
        Could not locate executable f90
        customize CompaqVisualFCompiler
        Could not locate executable DF
        customize IntelItaniumVisualFCompiler
        Could not locate executable efl
        customize Gnu95FCompiler
        Could not locate executable gfortran
        Could not locate executable f95
        customize G95FCompiler
        Could not locate executable g95
        customize IntelEM64VisualFCompiler
        customize IntelEM64TFCompiler
        Could not locate executable efort
        Could not locate executable efc
        customize PGroupFlangCompiler
        Could not locate executable flang
        don't know how to compile Fortran code on platform 'nt'
          NOT AVAILABLE

        atlas_3_10_blas_threads_info:
        Setting PTATLAS=ATLAS
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries tatlas not found in ['C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\lib', 'C:\\', 'C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\libs']
          NOT AVAILABLE

        atlas_3_10_blas_info:
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries satlas not found in ['C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\lib', 'C:\\', 'C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\libs']
          NOT AVAILABLE

        atlas_blas_threads_info:
        Setting PTATLAS=ATLAS
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries ptf77blas,ptcblas,atlas not found in ['C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\lib', 'C:\\', 'C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\libs']
          NOT AVAILABLE

        atlas_blas_info:
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries f77blas,cblas,atlas not found in ['C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\lib', 'C:\\', 'C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\libs']
          NOT AVAILABLE

        accelerate_info:
          NOT AVAILABLE

        C:\Users\au748849\AppData\Local\Temp\pip-install-ccccaoze\numpy_22164a338e2a440cad5670d7f62254be\numpy\distutils\system_info.py:690: UserWarning:
            Optimized (vendor) Blas libraries are not found.
            Falls back to netlib Blas library which has worse performance.
            A better performance should be easily gained by switching
            Blas library.
          self.calc_info()
        blas_info:
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries blas not found in ['C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\lib', 'C:\\', 'C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\libs']
          NOT AVAILABLE

        C:\Users\au748849\AppData\Local\Temp\pip-install-ccccaoze\numpy_22164a338e2a440cad5670d7f62254be\numpy\distutils\system_info.py:690: UserWarning:
            Blas (http://www.netlib.org/blas/) libraries not found.
            Directories to search for the libraries can be specified in the
            numpy/distutils/site.cfg file (section [blas]) or by setting
            the BLAS environment variable.
          self.calc_info()
        blas_src_info:
          NOT AVAILABLE

        C:\Users\au748849\AppData\Local\Temp\pip-install-ccccaoze\numpy_22164a338e2a440cad5670d7f62254be\numpy\distutils\system_info.py:690: UserWarning:
            Blas (http://www.netlib.org/blas/) sources not found.
            Directories to search for the sources can be specified in the
            numpy/distutils/site.cfg file (section [blas_src]) or by setting
            the BLAS_SRC environment variable.
          self.calc_info()
          NOT AVAILABLE

        'svnversion' is not recognized as an internal or external command,
        operable program or batch file.
        non-existing path in 'numpy\\distutils': 'site.cfg'
        lapack_opt_info:
        lapack_mkl_info:
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries mkl_rt not found in ['C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\lib', 'C:\\', 'C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\libs']
          NOT AVAILABLE

        openblas_lapack_info:
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries openblas not found in ['C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\lib', 'C:\\', 'C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\libs']
          NOT AVAILABLE

        openblas_clapack_info:
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries openblas,lapack not found in ['C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\lib', 'C:\\', 'C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\libs']
          NOT AVAILABLE

        flame_info:
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries flame not found in ['C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\lib', 'C:\\', 'C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\libs']
          NOT AVAILABLE

        atlas_3_10_threads_info:
        Setting PTATLAS=ATLAS
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries lapack_atlas not found in C:\Users\au748849\AppData\Local\Programs\Python\Python312\lib
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries tatlas,tatlas not found in C:\Users\au748849\AppData\Local\Programs\Python\Python312\lib
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries lapack_atlas not found in C:\
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries tatlas,tatlas not found in C:\
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries lapack_atlas not found in C:\Users\au748849\AppData\Local\Programs\Python\Python312\libs
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries tatlas,tatlas not found in C:\Users\au748849\AppData\Local\Programs\Python\Python312\libs
        <class 'numpy.distutils.system_info.atlas_3_10_threads_info'>
          NOT AVAILABLE

        atlas_3_10_info:
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries lapack_atlas not found in C:\Users\au748849\AppData\Local\Programs\Python\Python312\lib
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries satlas,satlas not found in C:\Users\au748849\AppData\Local\Programs\Python\Python312\lib
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries lapack_atlas not found in C:\
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries satlas,satlas not found in C:\
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries lapack_atlas not found in C:\Users\au748849\AppData\Local\Programs\Python\Python312\libs
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries satlas,satlas not found in C:\Users\au748849\AppData\Local\Programs\Python\Python312\libs
        <class 'numpy.distutils.system_info.atlas_3_10_info'>
          NOT AVAILABLE

        atlas_threads_info:
        Setting PTATLAS=ATLAS
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries lapack_atlas not found in C:\Users\au748849\AppData\Local\Programs\Python\Python312\lib
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries ptf77blas,ptcblas,atlas not found in C:\Users\au748849\AppData\Local\Programs\Python\Python312\lib
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries lapack_atlas not found in C:\
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries ptf77blas,ptcblas,atlas not found in C:\
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries lapack_atlas not found in C:\Users\au748849\AppData\Local\Programs\Python\Python312\libs
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries ptf77blas,ptcblas,atlas not found in C:\Users\au748849\AppData\Local\Programs\Python\Python312\libs
        <class 'numpy.distutils.system_info.atlas_threads_info'>
          NOT AVAILABLE

        atlas_info:
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries lapack_atlas not found in C:\Users\au748849\AppData\Local\Programs\Python\Python312\lib
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries f77blas,cblas,atlas not found in C:\Users\au748849\AppData\Local\Programs\Python\Python312\lib
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries lapack_atlas not found in C:\
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries f77blas,cblas,atlas not found in C:\
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries lapack_atlas not found in C:\Users\au748849\AppData\Local\Programs\Python\Python312\libs
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries f77blas,cblas,atlas not found in C:\Users\au748849\AppData\Local\Programs\Python\Python312\libs
        <class 'numpy.distutils.system_info.atlas_info'>
          NOT AVAILABLE

        lapack_info:
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        customize MSVCCompiler
          libraries lapack not found in ['C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\lib', 'C:\\', 'C:\\Users\\au748849\\AppData\\Local\\Programs\\Python\\Python312\\libs']
          NOT AVAILABLE

        C:\Users\au748849\AppData\Local\Temp\pip-install-ccccaoze\numpy_22164a338e2a440cad5670d7f62254be\numpy\distutils\system_info.py:1712: UserWarning:
            Lapack (http://www.netlib.org/lapack/) libraries not found.
            Directories to search for the libraries can be specified in the
            numpy/distutils/site.cfg file (section [lapack]) or by setting
            the LAPACK environment variable.
          if getattr(self, '_calc_info_{}'.format(lapack))():
        lapack_src_info:
          NOT AVAILABLE

        C:\Users\au748849\AppData\Local\Temp\pip-install-ccccaoze\numpy_22164a338e2a440cad5670d7f62254be\numpy\distutils\system_info.py:1712: UserWarning:
            Lapack (http://www.netlib.org/lapack/) sources not found.
            Directories to search for the sources can be specified in the
            numpy/distutils/site.cfg file (section [lapack_src]) or by setting
            the LAPACK_SRC environment variable.
          if getattr(self, '_calc_info_{}'.format(lapack))():
          NOT AVAILABLE

        C:\Users\au748849\AppData\Local\Temp\pip-build-env-tyt_f4uo\overlay\Lib\site-packages\setuptools\_distutils\dist.py:265: UserWarning: Unknown distribution option: 'define_macros'
          warnings.warn(msg)
        running dist_info
        running build_src
        build_src
        building py_modules sources
        creating build
        creating build\src.win-amd64-3.1
        creating build\src.win-amd64-3.1\numpy
        creating build\src.win-amd64-3.1\numpy\distutils
        building library "npymath" sources
        No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils
        error: Microsoft Visual C++ 14.0 or greater is required. Get it with "Microsoft C++ Build Tools": https://visualstudio.microsoft.com/visual-cpp-build-tools/
        [end of output]

        note: This error originates from a subprocess, and is likely not a problem with pip.
      error: metadata-generation-failed

      Encountered error while generating package metadata.

      See above for output.

      note: This is an issue with the package mentioned above, not pip.
      hint: See above for details.
      [end of output]

  note: This error originates from a subprocess, and is likely not a problem with pip.
error: subprocess-exited-with-error

× pip subprocess to install build dependencies did not run successfully.
│ exit code: 1
╰─> See above for output.

note: This error originates from a subprocess, and is likely not a problem with pip.

Error tokenizing data

Hi,
thank you very much for this library, I get the following error when trying to open a new SMPS file:

CParserError: Error tokenizing data. C error: Expected 3 fields in line 3, saw 6

Please note that I'm using the following command: smps.io.load_file(fpath, column=False)
Moreover, I'm working with Python 2.7, maybe this is the problem....

Thank you,
Andrea

ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
py-smps 2.0.0 requires seaborn<0.11.0,>=0.10.1, but you have seaborn 0.11.2 which is incompatible.

Curve Fitting

Support multi-modal curve fititng

Problems when there are empty spots in the dataframe

It would be nice if we could plot the heatmap while leaving missing rows alone.

Recommend Projects

React

A declarative, efficient, and flexible JavaScript library for building user interfaces.
Vue.js

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
TensorFlow

An Open Source Machine Learning Framework for Everyone
Django

The Web framework for perfectionists with deadlines.
Laravel

A PHP framework for web artisans
D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
web

Some thing interesting about web. New door for the world.
server

A server is a program made to process requests and deliver data to clients.
Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Visualization

Some thing interesting about visualization, use data art
Game

Some thing interesting about game, make everyone happy.

Recommend Org

Facebook

We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft

Open source projects and samples from Microsoft.
Google

Google ❤️ Open Source for everyone.
Alibaba

Alibaba Open Source for everyone
D3

Data-Driven Documents codes.
Tencent

China tencent open source team.