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API Reference
=============
.. module:: epr
:synopsis: Python bindings for ENVISAT Product Reader C API
.. index:: bindings, ENVISAT, ESA, EPR-API
pair: epr; module
PyEPR_ provides Python_ bindings for the ENVISAT Product Reader C API
(`EPR API`_) for reading satellite data from ENVISAT_ ESA_ (European
Space Agency) mission.
PyEPR_ is fully object oriented and, as well as the `EPR API`_ for C,
supports ENVISAT_ MERIS, AATSR Level 1B and Level 2 and also ASAR data
products. It provides access to the data either on a geophysical
(decoded, ready-to-use pixel samples) or on a raw data layer.
The raw data access makes it possible to read any data field contained
in a product file.
.. _PyEPR: https://github.com/avalentino/pyepr
.. _Python: https://www.python.org
.. _`EPR API`: https://github.com/bcdev/epr-api
.. _ENVISAT: https://earth.esa.int/eogateway/missions/envisat
.. _ESA: https://earth.esa.int
.. currentmodule:: epr
Classes
-------
Product
~~~~~~~
.. class:: Product
ENVISAT product.
The Product class provides methods and properties to get information
about an ENVISAT product file.
.. seealso:: :func:`open`
.. rubric:: Attributes
.. attribute:: file_path
The file's path including the file name.
.. attribute:: mode
String that specifies the mode in which the file is opened.
Possible values: `rb` for read-only mode, `rb+` for read-write mode.
.. attribute:: id_string
The product identifier string obtained from the MPH parameter 'PRODUCT'.
The first 10 characters of this string identify the product type,
e.g. "MER_1P__FR" for a MERIS Level 1b full resolution product.
The rest of the string decodes product instance properties.
.. attribute:: meris_iodd_version
For MERIS L1b and RR and FR to provide backward compatibility.
.. attribute:: tot_size
The total size in bytes of the product file.
.. rubric:: Methods
.. method:: get_band(name)
Gets the band corresponding to the specified name.
:param str name:
the name of the band
:returns:
the requested :class:`Band` instance, or raises a
:exc:`EPRValueError` if not found
.. method:: get_band_at(index)
Gets the :class:`Band` at the specified position within the
:class:`product`.
:param int index:
the index identifying the position of the :class:`Band`, starting
with 0, must not be negative
:returns:
the requested :class:`Band` instance, or raises a
:exc:`EPRValueError` if not found
.. method:: get_dataset(name)
Gets the :class:`Dataset` corresponding to the specified dataset name.
:param str name:
the :class:`Dataset` name
:returns:
the requested :class:`Dataset` instance
.. method:: get_dataset_at(index)
Gets the :class:`Dataset` at the specified position within the
:class:`Product`.
:param int index:
the index identifying the position of the :class:`Dataset`,
starting with 0, must not be negative
:returns:
the requested :class:`Dataset`
.. method:: get_dsd_at(index)
Gets the :class:`DSD` at the specified position.
Gets the :class:`DSD` (:class:`Dataset` descriptor) at the specified
position within the :class:`Product`.
:param int index:
the index identifying the position of the :class:`DSD`,
starting with 0, must not be negative
:returns:
the requested :class:`DSD` instance
.. method:: get_num_bands()
Gets the number of all :class:`Band`\ s contained in a :class:`Product`.
.. method:: get_num_datasets()
Gets the number of all :class:`Dataset`\ s contained in a
:class:`Product`.
.. method:: get_num_dsds()
Gets the number of all :class:`DSD`\ s (:class:`Dataset` descriptors)
contained in the :class:`Product`.
.. method:: get_scene_height()
Gets the :class:`Product` scene height in pixels.
.. method:: get_scene_width()
Gets the :class:`Product` scene width in pixels.
.. method:: get_mph()
The :class:`Record` representing the main product header (MPH).
.. method:: get_sph()
The :class:`Record` representing the specific product header (SPH).
.. method:: read_bitmask_raster(bm_expr, xoffset, yoffset, raster)
Calculates a bit-mask raster.
Calculates a bit-mask, composed of flags of the given :class:`Product`
and combined as described in the given bit-mask expression, for
the a certain dimension and sub-sampling as defined in the
given raster.
:param str bm_expr:
a string holding the logical expression for the definition
of the bit-mask. In a bit-mask expression, any number of
the flag-names (found in the DDDB) can be composed with
"(", ")", "NOT", "AND", "OR". Valid bit-mask expression are
for example ``flags.LAND OR flags.CLOUD`` or
``NOT flags.WATER AND flags.TURBID_S``
:param int xoffset:
across-track coordinate in pixel coordinates (zero-based)
of the upper right corner of the source-region
:param int yoffset:
along-track coordinate in pixel coordinates (zero-based)
of the upper right corner of the source-region
:param int raster:
the raster for the bit-mask. The data type of the raster
must be either :data:`E_TID_UCHAR` or :data:`E_TID_CHAR`
:returns:
zero for success, an error code otherwise
.. seealso:: :func:`create_bitmask_raster`.
.. method:: close
Closes the :class:`Product` product and free the underlying
file descriptor.
This method has no effect if the :class:`Product` is already
closed. Once the :class:`Product` is closed, any operation on
it will raise a :exc:`ValueError`.
As a convenience, it is allowed to call this method more than
once; only the first call, however, will have an effect.
.. method:: flush()
Flush the file stream.
.. rubric:: High level interface methods
.. note::
the following methods are part of the *high level* Python API and
do not have any corresponding function in the C API.
.. attribute:: closed
True if the :class:`Product` is closed.
.. method:: get_dataset_names()
Return the list of names of the :class:`Dataset`\ s in the
:class:`Product`.
.. method:: get_band_names()
Return the list of names of the :class:`Band`\ s in the :class:`Product`.
.. method:: datasets()
Return the list of :class:`Dataset`\ s in the :class:`Product`.
.. method:: bands()
Return the list of :class:`Band`\ s in the :class:`Product`.
.. method:: get_complex_band_as_array(iname, qname, *, strict=True)
Return a complex array that is the combination of two bands.
Return a complex array reading the real part from the band named
`iname` and the imaginary part from the band named `qname`.
:param str iname:
name of the band containing the real part of the complex array
:param str qname:
name of the band containing the imaginary part of the complex array
:param bool strict:
raise a `ValueError` if the and names provided in input (`iname`
and `qname`) do not belong to the same dataset, or if
`imane` / `qname` does not correspond to the real/imaginary
components (respectively) of the dataset
.. versionadded:: 1.3
.. rubric:: Special methods
The :class:`Product` class provides a custom implementation of the
following *special methods*:
* __repr__
* __str__
* __enter__
* __exit__
.. index:: __repr__, __str__, __enter__, __exit__
pair: special; methods
Dataset
~~~~~~~
.. class:: Dataset
ENVISAT dataset.
The Dataset class contains information about a dataset within an
ENVISAT product file which has been opened with the :func:`open`
function.
A new Dataset instance can be obtained with the
:meth:`Product.get_dataset` or :meth:`Product.get_dataset_at` methods.
.. rubric:: Attributes
.. attribute:: description
A short description of the :class:`Band` contents.
.. attribute:: product
The :class:`Product` instance to which this :class:`Dataset` belongs to.
.. rubric:: Methods
.. method:: get_name()
Gets the name of the :class:`Dataset`.
.. method:: get_dsd()
Gets the :class:`Dataset` descriptor (:class:`DSD`).
.. method:: get_dsd_name()
Gets the name of the :class:`DSD` (:class:`Dataset` descriptor).
.. method:: get_num_records()
Gets the number of :class:`Record`\ s of the :class:`Dataset`.
.. method:: create_record()
Creates a new :class:`Record`.
Creates a new, empty :class:`Record` with a structure compatible with
the :class:`Dataset`. Such a :class:`Record` is typically used in
subsequent calls to :meth:`Dataset.read_record`.
:returns:
the new :class:`Record` instance
.. method:: read_record(index[, record])
Reads specified :class:`Record` of the :class:`Dataset`.
The :class:`Record` is identified through the given zero-based
:class:`Record` index. In order to reduce memory reallocation, a
:class:`Record` (pre-)created by the method
:meth:`Dataset.create_record` can be passed to this method.
Data is then read into this given :class:`Record`.
If no :class:`Record` (``None``) is given, the method initiates a new
one.
In both cases, the :class:`Record` in which the data is read into will
be returned.
:param int index:
the zero-based :class:`Record` index (default: 0)
:param epr.Record record:
a pre-created :class:`Record` to reduce memory reallocation,
can be ``None`` (default) to let the function allocate a new
:class:`Record`
:returns:
the record in which the data has been read into or raises
an exception (:exc:`EPRValueError`) if an error occurred
.. versionchanged:: 0.9
The *index* parameter now defaults to zero.
.. rubric:: High level interface methods
.. note::
the following methods are part of the *high level* Python API and
do not have any corresponding function in the C API.
.. method:: records()
Return the list of :class:`Record`\ s contained in the :class:`Dataset`.
.. rubric:: Special methods
The :class:`Dataset` class provides a custom implementation of the
following *special methods*:
* __repr__
* __str__
* __iter__
.. index:: __repr__, __str__, __iter__
pair: special; methods
Record
~~~~~~
.. class:: Record
Represents a record read from an ENVISAT dataset.
A record is composed of multiple fields.
.. seealso:: :class:`Field`
.. rubric:: Attributes
.. attribute:: dataset_name
The name of the :class:`Dataset` to which this :class:`Record` belongs to.
.. versionadded:: 0.9
.. attribute:: tot_size
The total size in bytes of the :class:`Record`.
It includes all data elements of all :class:`Field`\ s of a
:class:`Record` in a :class:`Product` file.
*tot_size* is a derived variable, it is computed at run-time
and not stored in the DSD-DB.
.. versionadded:: 0.9
.. attribute:: index
Index of the :class:`Record` within the :class:`Dataset`.
It is *None* for empty :class:`Record`\ s (created with
:meth:`Dataset.create_record` but still not read) and for *MPH*
(see :meth:`Product.get_mph`) and *SPH* (see :meth:`Product.get_sph`)
:class:`Record`\ s.
.. seealso:: :meth:`Dataset.read_record`
.. versionadded:: 0.9
.. rubric:: Methods
.. method:: get_field(name)
Gets a :class:`Field` specified by name.
The :class:`Field` is here identified through the given name.
It contains the :class:`Field` info and all corresponding values.
:param str name:
the the name of required :class:`Field`
:returns:
the specified :class:`Field` or raises an exception
(:exc:`EPRValueError`) if an error occurred
.. method:: get_field_at(index)
Gets a :class:`Field` at the specified position within the
:class:`Record`.
:param int index:
the zero-based index (position within :class:`Record`) of the
:class:`Field`
:returns:
the :class:`Field` or raises and exception (:exc:`EPRValueError`)
if an error occurred
.. method:: get_num_fields()
Gets the number of :class:`Field`\ s contained in the :class:`Record`.
.. method:: print([ostream])
Write the :class:`Record` to specified file (default: :data:`sys.stdout`).
This method writes formatted contents of the :class:`Record` to
specified *ostream* text file or (default) the ASCII output
is be printed to standard output (:data:`sys.stdout`).
:param ostream:
the (opened) output file object
.. note::
the *ostream* parameter have to be a *real* file not
a generic stream object like :class:`StringIO.StringIO`
instances.
.. method:: print_element(field_index, element_index[, ostream])
Write the specified field element to file (default: :data:`sys.stdout`).
This method writes formatted contents of the specified :class:`Field`
element to the *ostream* text file or (default) the ASCII output
will be printed to standard output (:data:`sys.stdout`).
:param int field_index:
the index of :class:`Field` in the :class:`Record`
:param int element_index:
the index of element in the specified :class:`Field`
:param ostream:
the (opened) output file object
.. note::
the *ostream* parameter have to be a *real* file not
a generic stream object like :class:`StringIO.StringIO`
instances.
.. method:: get_offset()
:class:`Record` offset in bytes within the :class:`Dataset`.
.. versionadded:: 0.9
.. rubric:: High level interface methods
.. note::
the following methods are part of the *high level* Python API and
do not have any corresponding function in the C API.
.. method:: get_field_names
Return the list of names of the :class:`Field`\ s in the :class:`Record`.
.. method:: fields()
Return the list of :class:`Field`\ s contained in the :class:`Record`.
.. rubric:: Special methods
The :class:`Record` class provides a custom implementation of the
following *special methods*:
* __repr__
* __str__
* __iter__
.. index:: __repr__, __str__, __iter__
pair: special; methods
Field
~~~~~
.. class:: Field
Represents a field within a record.
A :class:`Field` is composed of one or more data elements of one of the
types defined in the internal ``field_info`` structure.
.. seealso:: :class:`Record`
.. rubric:: Attributes
.. attribute:: tot_size
The total size in bytes of all data elements of a :class:`Field`.
*tot_size* is a derived variable, it is computed at run-time and
not stored in the DSD-DB.
.. versionadded:: 0.9
.. method:: get_description()
Gets the description of the :class:`Field`.
.. method:: get_name()
Gets the name of the :class:`Field`.
.. method:: get_num_elems()
Gets the number of elements of the :class:`Field`.
.. method:: get_type()
Gets the type of the :class:`Field`.
.. method:: get_unit()
Gets the unit of the :class:`Field`.
.. method:: get_elem([index])
:class:`Field` single element access.
This function is for getting the elements of a :class:`Field`.
:param int index:
the zero-based index of element to be returned, must not be
negative. Default: 0.
:returns:
the typed value from given :class:`Field`
.. method:: get_elems()
:class:`Field` array element access.
This function is for getting an array of field elements of the
:class:`Field`.
:returns:
the data array (:class:`numpy.ndarray`) having the type of
the :class:`Field`
.. versionchanged:: 0.9
the returned :class:`numpy.ndarray` shares the data buffer with
the C :c:type:`Field` structure so any change in its contents is
also reflected to the :class:`Filed` object
.. method:: set_elem(elem, [index])
Set :class:`Field` array element.
This function is for setting an array of field element of the
:class:`Field`.
:param elem:
value of the element to set
:param int index:
the zero-based index of element to be set, must not be
negative. Default: 0.
.. note::
this method does not have any corresponding function in the C API.
.. versionadded:: 0.9
.. method:: set_elems(elems)
Set :class:`Field` array elements.
This function is for setting an array of :class:`Field` elements of
the :class:`Field`.
:param elems:
np.ndarray of elements to set
.. note::
this method does not have any corresponding function in the C API.
.. versionadded:: 0.9
.. method:: print([ostream])
Write the :class:`Field` to specified file (default: :data:`sys.stdout`).
This method writes formatted contents of the :class:`Field` to
specified *ostream* text file or (default) the ASCII output
is be printed to standard output (:data:`sys.stdout`).
:param ostream:
the (opened) output file object
.. note::
the *ostream* parameter have to be a *real* file not
a generic stream object like :class:`StringIO.StringIO`
instances
.. method:: get_offset()
Field offset in bytes within the :class:`Record`.
.. versionadded:: 0.9
.. rubric:: Special methods
The :class:`Field` class provides a custom implementation of the
following *special methods*:
* __repr__
* __str__
* __eq__
* __ne__
* __len__ [#]_
.. index:: __repr__, __str__, __eq__, __ne__, __len__
pair: special; methods
.. rubric:: Footnotes
.. [#] if the field is a :data:`E_TID_STRING` field then the
:meth:`__len__` method returns the string length, otherwise the
number of elements of the field is returned (same as
:meth:`Field.get_num_elems`)
DSD
~~~
.. class:: DSD
:class:`Dataset` descriptor.
The DSD class contains information about the properties of a
:class:`Dataset` and its location within an ENVISAT :class:`Product` file.
.. rubric:: Attributes
.. attribute:: ds_name
The :class:`Dataset` name.
.. attribute:: ds_offset
The offset of :class:`Dataset` in the :class:`Product` file.
.. attribute:: ds_size
The size of :class:`Dataset` in the :class:`Product` file.
.. attribute:: ds_type
The :class:`Dataset` type descriptor.
.. attribute:: dsr_size
The size of dataset record for the given :class:`Dataset` name.
.. attribute:: filename
The filename in the DDDB with the description of this :class:`Dataset`.
.. attribute:: index
The index of this :class:`DSD` (zero-based).
.. attribute:: num_dsr
The number of dataset records for the given :class:`Dataset` name.
.. rubric:: Special methods
The :class:`DSD` class provides a custom implementation of the
following *special methods*:
* __repr__
* __eq__
* __ne__
.. index:: __repr__, __eq__, __ne__
pair: special; methods
Band
~~~~
.. class:: Band
The band of an ENVISAT :class:`Product`.
The Band class contains information about a band within an ENVISAT
:class:`Product` file which has been opened with the :func:`open`
function.
A new Band instance can be obtained with the :meth:`Product.get_band`
method.
.. rubric:: Attributes
.. attribute:: bm_expr
A bit-mask expression used to filter valid pixels.
All others are set to zero.
.. attribute:: data_type
The data type of the :class:`Band` pixels.
Possible values are:
* ``*`` --> the datatype remains unchanged.
* ``uint8_t`` --> 8-bit unsigned integer
* ``uint32_t`` --> 32-bit unsigned integer
* ``Float`` --> 32-bit IEEE floating point
.. attribute:: description
A short description of the :class:`Band` contents.
.. attribute:: lines_mirrored
Mirrored lines flag.
If true (=1) lines will be mirrored (flipped) after read into a
raster in order to ensure a pixel ordering in raster X direction
from WEST to EAST.
.. attribute:: product
The :class:`Product` instance to which this :class:`Band` belongs to.
.. attribute:: sample_model
The sample model operation.
The sample model operation applied to the source :class:`Dataset` for
getting the correct samples from the MDS (for example MERIS L2).
Possible values are:
* ``*`` --> no operation (direct copy)
* ``1OF2`` --> first byte of 2-byte interleaved MDS
* ``2OF2`` --> second byte of 2-byte interleaved MDS
* ``0123`` --> combine 3-bytes interleaved to 4-byte integer
.. attribute:: scaling_factor
The scaling factor.
Possible values are:
* ``*`` --> no factor provided (implies scaling_method=*)
* ``const`` --> a floating point constant
* ``GADS.field[.field2]`` --> value is provided in global
annotation :class:`Dataset` with name `GADS` in :class:`Field`
`field`.
Optionally a second element index for multiple-element fields
can be given too
.. attribute:: scaling_method
The scaling method which must be applied to the raw source data
in order to get the 'real' pixel values in geo-physical units.
Possible values are:
* ``*`` --> no scaling applied
* ``Linear_Scale`` --> linear scaling applied::
y = offset + scale * x
* ``Log_Scale`` --> logarithmic scaling applied::
y = log10(offset + scale * x)
.. attribute:: scaling_offset
Possible values are:
* ``*`` --> no offset provided (implies scaling_method=*)
* ``const`` --> a floating point constant
* ``GADS.field[.field2]` --> value is provided in global
annotation :class:`Dataset` with name ``GADS`` in :class:`Field`
``field``.
Optionally a second element index for multiple-element fields
can be given too
.. attribute:: spectr_band_index
The (zero-based) spectral :class:`Band` index.
-1 if this is not a spectral :class:`Band`.
.. attribute:: unit
The geophysical unit for the :class:`Band` pixel values.
.. attribute:: dataset
The source :class:`Dataset`.
The source :class:`Dataset` containing the raw data used to create the
:class:`Band` pixel values.
.. versionadded:: 0.9
.. rubric:: Methods
.. method:: get_name()
Gets the name of the :class:`Band`.
.. method:: create_compatible_raster([src_width, src_height, xstep, ystep])
Creates a :class:`Raster` which is compatible with the data type of
the :class:`Band`.
The created :class:`Raster` is used to read the data in it (see
:meth:`Band.read_raster`).
The :class:`Raster` is defined on the grid of the :class:`Product`,
from which the data are read. Spatial subsets and under-sampling are
possible) through the parameter of the method.
A :class:`Raster` is an object that allows direct access to data of a
certain portion of the ENVISAT :class:`Product` that are read into the
it. Such a portion is called the source. The complete ENVISAT
:class:`Product` can be much greater than the source.
One can move the :class:`Raster` over the complete ENVISAT
:class:`Product` and read in turn different parts
(always of the size of the source) of it into the :class:`Raster`.
The source is specified by the parameters *height* and *width*.
A typical example is a processing in blocks. Lets say, a block
has 64x32 pixel. Then, my source has a width of 64 pixel and a
height of 32 pixel.
Another example is a processing of complete image lines. Then,
my source has a widths of the complete product (for example 1121
for a MERIS RR product), and a height of 1. One can loop over
all blocks read into the :clasS:`Raster` and process it.
In addition, it is possible to defined a sub-sampling step for
a :class:`Raster`. This means, that the source is not read 1:1 into
the :class:`Raster`, but that only every 2nd or 3rd pixel is read.
This step can be set differently for the across track (source_step_x)
and along track (source_step_y) directions.
:param int src_width:
the width (across track dimension) of the source to be read
into the :class:`Raster`. Default: scene width (see
:attr:`Product.get_scene_width`)
:param int src_height:
the height (along track dimension) of the source to be read
into the :class:`Raster`. Default: scene height (see
:attr:`Product.get_scene_height`)
:param int xstep:
the sub-sampling step across track of the source when reading
into the :class:`Raster`. Default: 1.
:param int ystep:
the sub-sampling step along track of the source when reading
into the :class:`Raster`. Default: 1.
:returns:
the new :class:`Raster` instance or raises an exception
(:exc:`EPRValueError`) if an error occurred
.. note::
*src_width* and *src_height* are the dimension of the of the source
area. If one specifies a *step* parameter the resulting
:class:`Raster` will have a size that is smaller that the specifies
source size::
raster_size = src_size // step
.. method:: read_raster([xoffset, yoffset, raster])
Reads (geo-)physical values of the :class:`Band` of the specified
source-region.
The source-region is a defined part of the whole ENVISAT
:class:`Product` image, which shall be read into a :class:`Raster`.
In this routine the coordinates are specified, where the
source-region to be read starts.
The dimension of the region and the sub-sampling are attributes
of the :class:`Raster` into which the data are read.
:param int xoffset:
across-track source coordinate in pixel coordinates
(zero-based) of the upper right corner of the source-region.
Default 0.
:param int yoffset:
along-track source coordinate in pixel coordinates
(zero-based) of the upper right corner of the source-region.
Default 0.
:param epr.Raster raster:
:class:`Raster` instance set with appropriate parameters to
read into. If not provided a new :class:`Raster` is
instantiated
:returns:
the :class:`Raster` instance in which data are read
This method raises an instance of the appropriate
:exc:`EPRError` sub-class if case of errors
.. seealso:: :meth:`Band.create_compatible_raster` and
:func:`create_raster`
.. rubric:: High level interface methods
.. note::
the following methods are part of the *high level* Python API and
do not have any corresponding function in the C API.
.. method:: read_as_array([width, height, xoffset, yoffset, xstep, ystep])
Reads the specified source region as an :class:`numpy.ndarray`.
The source-region is a defined part of the whole ENVISAT
:class:`Product` image, which shall be read into a :class:`Raster`.
In this routine the coordinates are specified, where the
source-region to be read starts.
The dimension of the region and the sub-sampling are attributes
of the :class:`Raster` into which the data are read.
:param int src_width:
the width (across track dimension) of the source to be read
into the :class:`Raster`. If not provided reads as much as
possible
:param int src_height:
the height (along track dimension) of the source to be read
into the :class:`Raster`, If not provided reads as much as
possible
:param int xoffset:
across-track source coordinate in pixel coordinates
(zero-based) of the upper right corner of the source-region.
Default 0.
:param int yoffset:
along-track source coordinate in pixel coordinates
(zero-based) of the upper right corner of the source-region.
Default 0.
:param int xstep:
the sub-sampling step across track of the source when
reading into the :class:`Raster`. Default: 1
:param int ystep:
the sub-sampling step along track of the source when
reading into the :class:`Raster`. Default: 1
:returns:
the :class:`numpy.ndarray` instance in which data are read
This method raises an instance of the appropriate
:exc:`EPRError` sub-class if case of errors
.. seealso:: :meth:`Band.create_compatible_raster`,
:func:`create_raster` and :meth:`Band.read_raster`
.. rubric:: Special methods
The :class:`Band` class provides a custom implementation of the
following *special methods*:
* __repr__
.. index:: __repr__
pair: special; methods
Raster
~~~~~~
.. class:: Raster
Represents a raster in which data will be stored.
All 'size' parameter are in PIXEL.
.. rubric:: Attributes
.. attribute:: data_type
The data type of the :class:`Band` pixels.
All ``E_TID_*`` types are possible.
.. attribute:: source_height
The height of the source.
.. attribute:: source_width
The width of the source.
.. attribute:: source_step_x
The sub-sampling for the across-track direction in pixel.
.. attribute:: source_step_y
The sub-sampling for the along-track direction in pixel.
.. rubric:: High level interface attributes
.. note::
the following attributes are part of the *high level* Python API and
do not have a counterpart in the C API.
.. attribute:: data
Raster data exposed as :class:`numpy.ndarray` object.
.. note::
this property shares the data buffer with the :class:`Raster`
object so any change in its contents is also reflected to
the :class:`Raster` object
.. note::
the :class:`Raster` objects do not have a :class:`Field` named
*data* in the corresponding C structure. The *EPR_SRaster* C
structure have a :class:`Field` named *buffer* that is a raw
pointer to the data buffer and it is not exposed as such in the
Python API.
.. rubric:: Methods
.. method:: get_pixel(x, y)
Single pixel access.
This function is for getting the values of the elements of a
:class:`Raster` (i.e. pixel)
:param int x:
the (zero-based) X coordinate of the pixel
:param int y:
the (zero-based) Y coordinate of the pixel
:returns:
the typed value at the given coordinate
.. method:: get_elem_size()
The size in byte of a single element (sample) of this :class:`Raster`
buffer.
.. method:: get_height()
Gets the :class:`Raster` height in pixels.
.. method:: get_width()
Gets the :class:`Raster` width in pixels.
.. rubric:: Special methods
The :class:`Raster` class provides a custom implementation of the
following *special methods*:
* __repr__
.. index:: __repr__
pair: special; methods
EPRTime
~~~~~~~
.. class:: EPRTime
Convenience class for time data exchange.
EPRTime is a :class:`collections.namedtuple` with the following fields:
.. attribute:: days
.. attribute:: seconds
.. attribute:: microseconds
.. index:: function
Functions
---------
.. function:: open(filename, mode=`rb`)
Open the ENVISAT product.
Opens the ENVISAT :class:`Product` file with the given file path,
reads MPH, SPH and all :class:`DSD`\ s, organized the table with
parameter of line length and tie points number.
:param PathLike product_file_path:
the path to the ENVISAT :class:`Product` file
:param str mode:
string that specifies the mode in which the file is opened.
Allowed values: `rb` for read-only mode, `rb+` for read-write
mode. Default: mode=`rb`.
:returns:
the :class:`Product` instance representing the specified
product. An exception (:exc:`exceptions.ValueError`) is raised
if the file could not be opened.
The :class:`Product` class supports context management so the recommended
way to ensure that a product is actually closed as soon as a task is
completed is to use the ``with`` statement::
with open('ASA_IMP_1PNUPA20060202_ ... _3110.N1') as product:
dataset = product.get_dataset('MAIN_PROCESSING_PARAMS_ADS')
record = dataset.read_record(0)
print(record)
.. seealso :class:`Product`
.. function:: data_type_id_to_str(type_id)
Gets the 'C' data type string for the given data type.
.. function:: get_data_type_size(type_id)
Gets the size in bytes for an element of the given data type.
.. function:: get_numpy_dtype(type_id)
Return the numpy data-type specified EPR type ID.
.. versionadded:: 0.9
.. function:: get_sample_model_name(model)
Return the name of the specified sample model.
.. function:: get_scaling_method_name(method)
Return the name of the specified scaling method.
.. function:: create_raster(data_type, src_width, src_height[, xstep, ystep])
Creates a :class:`Raster` of the specified data type.
This function can be used to create any type of raster, e.g. for
later use as a bit-mask.
:param data_type:
the type of the data to stored in the :class:`Raster`, must be one
of E_TID_*.
.. seealso:: `Data type Identifiers`_
:param int src_width:
the width (across track dimension) of the source to be read
into the :class:`Raster`.
See description of :meth:`Band.create_compatible_raster`
:param int src_height:
the height (along track dimension) of the source to be read
into the :class:`Raster`.
See description of :meth:`Band.create_compatible_raster`
:param int xstep:
the sub-sampling step across track of the source when reading
into the :class:`Raster`. Default: 1.
:param int ystep:
the sub-sampling step along track of the source when reading
into the :class:`Raster`. Default: 1.
:returns:
the new :class:`Raster` instance
.. seealso:: description of :meth:`Band.create_compatible_raster`
.. function:: create_bitmask_raster(src_width, src_height[, xstep, ystep])
Creates a :class:`Raster` to be used for reading bit-masks.
The :class:`Raster` returned always is of type ``byte``.
:param int src_width:
the width (across track dimension) of the source to be read
into the :class:`Raster`
:param int src_height:
the height (along track dimension) of the source to be read
into the :class:`Raster`
:param int xstep:
the sub-sampling step across track of the source when reading
into the :class:`Raster`. Default: 1.
:param int ystep:
the sub-sampling step along track of the source when reading
into the :class:`Raster`. Default: 1.
:returns:
the new :class:`Raster` instance or raises an exception
(:exc:`EPRValueError`) if an error occurred
.. seealso:: the description of :meth:`Band.create_compatible_raster`
.. index:: exception, error
Exceptions
----------
EPRError
~~~~~~~~
.. exception:: EPRError
EPR API error.
.. attribute:: code
EPR API error code.
.. method:: __init__([message[, code, *args, **kwargs]])
Initializer.
:param str message:
error message
:param int code:
EPR error code
EPRValueError
~~~~~~~~~~~~~
.. exception:: EPRValueError
Inherits both :exc:`EPRError` and standard :exc:`exceptions.ValueError`.
Data
----
.. data:: __version__
Version string of PyEPR.
.. data:: EPR_C_API_VERSION
Version string of the wrapped `EPR API`_ C library.
Data type identifiers
~~~~~~~~~~~~~~~~~~~~~
.. data:: E_TID_UNKNOWN
.. data:: E_TID_UCHAR
.. data:: E_TID_CHAR
.. data:: E_TID_USHORT
.. data:: E_TID_SHORT
.. data:: E_TID_UINT
.. data:: E_TID_INT
.. data:: E_TID_FLOAT
.. data:: E_TID_DOUBLE
.. data:: E_TID_STRING
.. data:: E_TID_SPARE
.. data:: E_TID_TIME
.. index::
pair: sample; model
Sample Models
~~~~~~~~~~~~~
.. data:: E_SMOD_1OF1
.. data:: E_SMOD_1OF2
.. data:: E_SMOD_2OF2
.. data:: E_SMOD_3TOI
.. data:: E_SMOD_2TOF
.. index::
pair: scaling; method
Scaling Methods
~~~~~~~~~~~~~~~
.. data:: E_SMID_NON
No scaling.
.. data:: E_SMID_LIN
Linear pixel scaling.
.. index:: linear
.. data:: E_SMID_LOG
Logarithmic pixel scaling.
.. index:: logarithmic
|