[yt-users] Problem dealing with FITS data in yt

Nathan Goldbaum nathan12343 at gmail.com
Fri Sep 8 12:36:59 PDT 2017


Then you already have a directory named "yt". Delete it and make the clone,
or clone to a new directory:

$ git clone https://github.com/yt-project/yt ./yt-repo

On Fri, Sep 8, 2017 at 2:35 PM, tazkera haque <h.tazkera at gmail.com> wrote:

> OK Thanks. I $conda uninstall yt and then
>
> $ git clone https://github.com/yt-project/yt
> fatal: destination path 'yt' already exists and is not an empty directory.
>
>
>
>
> On Fri, Sep 8, 2017 at 3:28 PM, Nathan Goldbaum <nathan12343 at gmail.com>
> wrote:
>
>> The fix is only available if you build yt from the git repository for
>> now. We will do a release sometime in the next few weeks to make the fix
>> generally available.
>>
>> For now, you can install yt from git following these steps:
>>
>> $ conda uninstall yt
>> $ git clone https://github.com/yt-project/yt
>> $ cd yt
>> $ pip install -e .
>>
>> -Nathan
>>
>> On Fri, Sep 8, 2017 at 2:21 PM, tazkera haque <h.tazkera at gmail.com>
>> wrote:
>>
>>> Hi Nathan,
>>>
>>> Thanks. I see the bug has been fixed according to the post, but I am
>>> still getting the same error with that file. I updated yt to the latest
>>> version and rebooted my laptop. Do I need to do anything else to get it
>>> work out?
>>>
>>> Best
>>> Tazkera
>>>
>>> On Thu, Sep 7, 2017 at 3:37 PM, Nathan Goldbaum <nathan12343 at gmail.com>
>>> wrote:
>>>
>>>> I've opened an issue, let's move discussion over there:
>>>>
>>>> https://github.com/yt-project/yt/issues/1552
>>>>
>>>> Tazkera, you can subscribe to notifications on the issue by clicking
>>>> the subscribe button.
>>>>
>>>> On Thu, Sep 7, 2017 at 2:35 PM, John Zuhone <jzuhone at gmail.com> wrote:
>>>>
>>>>> Hi Tazkera,
>>>>>
>>>>> Thanks for uploading your file—it will make it far simpler to debug.
>>>>> I’ll have a look at this and get back to you.
>>>>>
>>>>> Best,
>>>>>
>>>>> John
>>>>>
>>>>> On Sep 7, 2017, at 3:24 PM, tazkera haque <h.tazkera at gmail.com> wrote:
>>>>>
>>>>> HI People,
>>>>>
>>>>> I am sorry to ask you a very novice question, but I am new to deal
>>>>> with FITS data and I wanted to load it into yt to do some processing. I
>>>>> uploaded my file here.
>>>>>
>>>>> First of all, I am trying to load my first FITS data in yt and it
>>>>> returns me an error which I don't understand:
>>>>>
>>>>> *import yt*
>>>>>
>>>>>
>>>>>
>>>>> *ds = yt.load("signal_wfilt_sn.fits")ds.print_stats()*
>>>>>
>>>>>
>>>>> *the error:*
>>>>>
>>>>> yt : [WARNING  ] 2017-09-07 15:12:42,963 Cannot find time
>>>>> yt : [INFO     ] 2017-09-07 15:12:42,965 Detected these axes: RA---TAN DEC--TAN
>>>>> yt : [WARNING  ] 2017-09-07 15:12:42,979 No length conversion provided. Assuming 1 = 1 cm.
>>>>> yt : [INFO     ] 2017-09-07 15:12:42,996 Parameters: current_time              = 0.0
>>>>> yt : [INFO     ] 2017-09-07 15:12:42,997 Parameters: domain_dimensions         = [1629 1629    1]
>>>>> yt : [INFO     ] 2017-09-07 15:12:43,001 Parameters: domain_left_edge          = [ 0.5  0.5  0.5]
>>>>> yt : [INFO     ] 2017-09-07 15:12:43,004 Parameters: domain_right_edge         = [  1.62950000e+03   1.62950000e+03   1.50000000e+00]
>>>>> yt : [INFO     ] 2017-09-07 15:12:43,006 Parameters: cosmological_simulation   = 0.0
>>>>>
>>>>> ---------------------------------------------------------------------------IndexError                                Traceback (most recent call last)<ipython-input-38-71d5999c6b09> in <module>()      1 import yt      2 ds2 = yt.load("/home/trina/Documents/ASTRO_732/A-01/signal_wfilt_sn.fits")----> 3 ds2.print_stats()
>>>>> /home/trina/anaconda2/lib/python2.7/site-packages/yt/utilities/parallel_tools/parallel_analysis_interface.pyc in root_only(*args, **kwargs)    318     def root_only(*args, **kwargs):    319         if not parallel_capable:--> 320             return func(*args, **kwargs)    321         comm = _get_comm(args)    322         rv = None
>>>>> /home/trina/anaconda2/lib/python2.7/site-packages/yt/data_objects/static_output.pyc in print_stats(self)    455     @parallel_root_only    456     def print_stats(self):--> 457         self.index.print_stats()    458     459     @property
>>>>> /home/trina/anaconda2/lib/python2.7/site-packages/yt/data_objects/static_output.pyc in index(self)    417                 raise RuntimeError("You should not instantiate Dataset.")    418             self._instantiated_index = self._index_class(--> 419                 self, dataset_type=self.dataset_type)    420             # Now we do things that we need an instantiated index for    421             # ...first off, we create our field_info now.
>>>>> /home/trina/anaconda2/lib/python2.7/site-packages/yt/frontends/fits/data_structures.pyc in __init__(self, ds, dataset_type)     90         self._handle = ds._handle     91         self.float_type = np.float64---> 92         GridIndex.__init__(self,ds,dataset_type)     93      94     def _initialize_data_storage(self):
>>>>> /home/trina/anaconda2/lib/python2.7/site-packages/yt/geometry/geometry_handler.pyc in __init__(self, ds, dataset_type)     56         # potentially quite expensive, and should be done with the indexing.     57         mylog.debug("Detecting fields.")---> 58         self._detect_output_fields()     59      60     def _initialize_state_variables(self):
>>>>> /home/trina/anaconda2/lib/python2.7/site-packages/yt/frontends/fits/data_structures.pyc in _detect_output_fields(self)    171                     continue    172                 if self._ensure_same_dims(hdu):--> 173                     units = self._determine_image_units(hdu.header, known_units)    174                     try:    175                         # Grab field name from btype
>>>>> /home/trina/anaconda2/lib/python2.7/site-packages/yt/frontends/fits/data_structures.pyc in _determine_image_units(self, header, known_units)    116                     n += 1    117             if n != len(units): field_units = "dimensionless"--> 118             if field_units[0] == "/":    119                 field_units = "1%s" % field_units    120             return field_units
>>>>> IndexError: string index out of range
>>>>>
>>>>> Can you Please suggest me how to load and work on this data?
>>>>>
>>>>> My goal is to create an image from the signal to noise data in the data file 'signal_wfilt_sn.fits' using only data
>>>>> within 20 arcminutes of the center of the image. the pixel size is 3x3 arc second
>>>>>
>>>>> I had an initial code in mind which will create a sphere with a radius of 20 arcminute:
>>>>>
>>>>>
>>>>>
>>>>>
>>>>>
>>>>>
>>>>> *import ytds = yt.load("signal_wfilt_sn.fits")ds.print_stats()sp = ds.sphere(ds.domain_center, (400, 'code_length'))*
>>>>>
>>>>> However, I first need to be able to load and explore the data. Your help and suggestion is greatly appreciated.
>>>>>
>>>>> Thanks a lot
>>>>>
>>>>>
>>>>> Tazkera
>>>>>
>>>>>
>>>>>
>>>>>
>>>>>
>>>>>
>>>>>
>>>>>
>>>>>
>>>>>
>>>>>
>>>>> ​​
>>>>> <signal_wfilt_sn.fits>_______________________________________________
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>>>>>
>>>>>
>>>>>
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>>>>>
>>>>
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