From c682ca6bfbd3407e38dcb23244248a81ab9759c9 Mon Sep 17 00:00:00 2001 From: "Luiz Felippe S. Rodrigues" Date: Fri, 6 Nov 2020 10:05:52 +0100 Subject: [PATCH] Updates docs #23 --- doc/source/components.rst | 108 +++++++++++++++++++++++++++-------- doc/source/img_data_demo.png | Bin 0 -> 95835 bytes 2 files changed, 83 insertions(+), 25 deletions(-) create mode 100644 doc/source/img_data_demo.png diff --git a/doc/source/components.rst b/doc/source/components.rst index 48cb4503..57e011db 100644 --- a/doc/source/components.rst +++ b/doc/source/components.rst @@ -363,30 +363,52 @@ can be later handed to an There are two main types of datasets: `Tabular datasets`_ and `HEALPix datasets`_. -A (soon growing) number of ready-to-use datasets are available at the community +^^^^^^^^^^^^^^^^^^^ +Repository datasets +^^^^^^^^^^^^^^^^^^^ + +A number of ready-to-use datasets are available at the community maintained `imagine-datasets `_ -repository. Below the usage of an imported dataset is illustrated:: +repository. + +To be able to use this, it is necessary to install the `imagine_datasets` +extension packaged (note that this comes already installed if you are using +the :ref:`docker ` image). This can be done executing +the following command:: + + conda activate imagine # if using conda + pip install git+https://github.com/IMAGINE-Consortium/imagine-datasets.git + + +Below the usage of an imported dataset is illustrated:: import imagine as img - import imagine_datasets as img_datasets + import imagine_datasets as img_data - # Loads the dataset (usually involves downloading the data) - my_data = img_datasets.observable_type.AuthorYear() + # Loads the datasets (will download the datasets!) + dset_fd = img_data.HEALPix.fd.Oppermann2012(Nside=32) + dset_sync = img_data.HEALPix.sync.Planck2018_Commander_U(Nside=32) # Initialises ObservableDict objects - measurement = img.Measurements() - covariances = img.Covariances() + measurements = img.observables.Measurements(dset_fd, dset_sync) - # Loads the data on the ObservableDict's - measurement.append(dataset=my_data) - covariances.append(dataset=my_data) + # Shows the contents + measurements.show() +.. image:: img_data_demo.png + :align: center + :alt: Contents of a Measurements object -Each observable type should has an agreed/conventional name. +.. _observable_names: + +^^^^^^^^^^^^^^^^ +Observable names +^^^^^^^^^^^^^^^^ + +Each type of observable has an agreed/conventional name. The presently available **observable names** are: -.. _observable_names: Observable names * 'fd' - Faraday depth @@ -464,24 +486,27 @@ respectively:: my_FD_dset = FaradayDepthHEALPixDataset(data=fd_data_array, error=fd_data_array_error) + my_DM_dset = DispersionMeasureHEALPixDataset(data=fd_data_array, cov=fd_data_array_covariance) + sync_dset = SynchrotronHEALPixDataset(data=stoke_Q_data, error=stoke_Q_data_error frequency=23*u.GHz, type='Q') -In the first example, it was assumed that the +In the first and third examples, it was assumed that the *covariance was diagonal*, and therefore can be described by an error associated with each pixel, which -is specified with the keyword argument `error`. In the second example, +is specified with the keyword argument `error` (the error is assumed to +correspond to the square root of the variance in each datapoint). + +In the second example, the covariance associated with the data is instead specified supplying a -two-dimensional array using the the `cov` keyword argument. The final example -requires the user to supply the frequency of the observation and the subtype -(in this case, 'Q'). +two-dimensional array using the the `cov` keyword argument. -.. Finally, -.. :py:class:`imagine.observables.dataset.HEALPixDataset` +The final example also requires the user to supply the frequency of the +observation and the subtype (in this case, 'Q'). .. _Observables: @@ -506,17 +531,50 @@ A object is used, as the name implies, to hold a set of actual measured physical datasets (e.g. a set of intensity maps of the sky at different wavelengths). -As discussed :ref:`previously `, data can be provided to -:py:class:`Measurements ` -quite simply passing a :py:class:`Datasets `. -object to the :py:meth:`append `. +There are a number of ways data can be provided to +:py:class:`Measurements `. +The simplest case is when the data is stored in a :py:obj:`Datasets ` objects, one can provide them to the +measurements object upon initialization:: + + measurements = img.observables.Measurements(dset1, dset2, dset3) + +One can also append a dateset to a already initialized :py:obj:`Measurements ` object:: + + measurements.append(dataset=dset4) + +The final (not usually recommended) option is appending the data manually to +the `ObservableDict`, which can be done in the following way:: + + measurements.append(name=key, data=data, + cov_data=cov, otype='HEALPix') + +In this, :py:data:`data` should contain a :py:obj:`ndarray ` +or :py:obj:`Quantity `, :py:data:`cov_data` should +contain the covariance matrix, and :py:data:`otype` must indicate whether +the data corresponds to: a 'HEALPix' map; 'tabular'; or a 'plain' array. + +The :py:data:`name` argument refers to the key that will be used to hash the +elements in the dictionary. This has to have the following form:: + + key = (data_name, data_freq, Nside_or_str, tag) + +* The first value should be the one of the :ref:`observable names ` + +* If data is independent from frequency, :py:data:`data_freq` is set to + :py:data:`None`, otherwise it is the frequency in GHz. + +* The third value in the key-tuple should contain the HEALPix Nside (for maps) + or the string ‘tab’ for tabular data. + +* Finally, the last value, ext can be 'I', 'Q', 'U', 'PI', 'PA', + :py:data:`None` or other customized tags depending on the nature of the + observable. .. _ObservableDictionaries: -:ref:`observable names ` + .. _Simulators: diff --git a/doc/source/img_data_demo.png b/doc/source/img_data_demo.png new file mode 100644 index 0000000000000000000000000000000000000000..320a5ce093788e90867de225c86fe0dd9ba8b1e9 GIT binary patch literal 95835 zcmY&8XC|>6)sZC`EY*1UOtc004j>CHX@c0Dx%tY?s4)`#k>v7e#$ucwEIaT~!>+T|JDP z%>Z&nu8y`2uC`Xj#O`L!E>;fqY>aG-tn|c|uC9(Qyi81X|4)F?!P$a|DH;X-Qwgl2 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