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Python API | ||
========== | ||
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.. warning:: This is under developement | ||
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The functionality of the command line programs can be called from python as shown below. | ||
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Image IO functions | ||
------------------ | ||
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.. autofunction:: parakeet.io.new | ||
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.. autofunction:: parakeet.io.open | ||
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PDB file functions | ||
------------------ | ||
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.. autofunction:: parakeet.data.get_pdb | ||
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Configuration functions | ||
----------------------- | ||
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.. autofunction:: parakeet.config.new | ||
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Sample functions | ||
---------------- | ||
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.. autofunction:: parakeet.sample.new | ||
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.. autofunction:: parakeet.sample.add_molecules | ||
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.. autofunction:: parakeet.sample.mill | ||
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.. autofunction:: parakeet.sample.sputter | ||
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Image simulation functions | ||
-------------------------- | ||
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.. autofunction:: parakeet.simulate.potential | ||
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.. autofunction:: parakeet.simulate.exit_wave | ||
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.. autofunction:: parakeet.simulate.optics | ||
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.. autofunction:: parakeet.simulate.image | ||
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.. autofunction:: parakeet.simulate.ctf | ||
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Analysis functions | ||
------------------ | ||
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.. autofunction:: parakeet.analyse.correct | ||
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.. autofunction:: parakeet.analyse.reconstruct | ||
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.. autofunction:: parakeet.analyse.average_particles | ||
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.. autofunction:: parakeet.analyse.average_all_particles | ||
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.. autofunction:: parakeet.analyse.extract | ||
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.. autofunction:: parakeet.analyse.refine | ||
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.. autofunction:: parakeet.run | ||
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Data models | ||
----------- | ||
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.. autoclass:: parakeet.beam.Beam | ||
:members: | ||
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.. automethod:: __init__ | ||
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.. autoclass:: parakeet.detector.Detector | ||
:members: | ||
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.. automethod:: __init__ | ||
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.. autoclass:: parakeet.lens.Lens | ||
:members: | ||
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.. automethod:: __init__ | ||
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.. autoclass:: parakeet.microscope.Microscope | ||
:members: | ||
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.. automethod:: __init__ | ||
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.. autoclass:: parakeet.scan.Scan | ||
:members: | ||
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.. automethod:: __init__ | ||
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.. autoclass:: parakeet.sample.Sample | ||
:members: | ||
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.. automethod:: __init__ |
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Configuration | ||
============= | ||
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Definitions | ||
----------- | ||
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Parakeet is configured via a YAML configuration file. The parameters of the | ||
configuration file are defined below and additional example configuation files | ||
can be seen at the bottom of the page. | ||
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.. pydantic:: parakeet.config.Config | ||
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The default configuration parameters can be seen by typing the following | ||
command: | ||
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Examples | ||
-------- | ||
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Basic configuration | ||
^^^^^^^^^^^^^^^^^^^ | ||
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This is the default configuration file as output by parakeet.config.new. This configuration file only shows the most useful parameters which you should set. | ||
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.. code-block:: yaml | ||
microscope: | ||
beam: | ||
electrons_per_angstrom: 30 | ||
energy: 300 | ||
source_spread: 0.1 | ||
detector: | ||
nx: 1000 | ||
ny: 1000 | ||
pixel_size: 1 | ||
lens: | ||
c_10: -20000 | ||
c_30: 2.7 | ||
c_c: 2.7 | ||
sample: | ||
box: | ||
- 1000 | ||
- 1000 | ||
- 1000 | ||
centre: | ||
- 500 | ||
- 500 | ||
- 500 | ||
molecules: null | ||
shape: | ||
cube: | ||
length: 1000.0 | ||
cuboid: | ||
length_x: 1000.0 | ||
length_y: 1000.0 | ||
length_z: 1000.0 | ||
cylinder: | ||
length: 1000.0 | ||
radius: 500.0 | ||
margin: | ||
- 0 | ||
- 0 | ||
- 0 | ||
type: cube | ||
scan: | ||
mode: still | ||
num_images: 1 | ||
start_angle: 0 | ||
step_angle: 0 | ||
simulation: | ||
ice: false | ||
Full configuration | ||
^^^^^^^^^^^^^^^^^^ | ||
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The full configuration is somewhat longer and contains parameters which may not | ||
be necessary to modify in most cases: | ||
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.. code-block:: yaml | ||
cluster: | ||
max_workers: 1 | ||
method: null | ||
device: gpu | ||
microscope: | ||
beam: | ||
acceleration_voltage_spread: 8.0e-07 | ||
defocus_drift: null | ||
drift: null | ||
electrons_per_angstrom: 30 | ||
energy: 300 | ||
energy_spread: 2.66e-06 | ||
phi: 0 | ||
source_spread: 0.1 | ||
theta: 0 | ||
detector: | ||
dqe: false | ||
nx: 1000 | ||
ny: 1000 | ||
origin: | ||
- 0 | ||
- 0 | ||
pixel_size: 1 | ||
lens: | ||
c_10: -20000 | ||
c_30: 2.7 | ||
c_c: 2.7 | ||
current_spread: 3.3e-07 | ||
model: null | ||
phase_plate: false | ||
sample: | ||
box: | ||
- 1000 | ||
- 1000 | ||
- 1000 | ||
centre: | ||
- 500 | ||
- 500 | ||
- 500 | ||
ice: null | ||
molecules: null | ||
shape: | ||
cube: | ||
length: 1000.0 | ||
cuboid: | ||
length_x: 1000.0 | ||
length_y: 1000.0 | ||
length_z: 1000.0 | ||
cylinder: | ||
length: 1000.0 | ||
radius: 500.0 | ||
margin: | ||
- 0 | ||
- 0 | ||
- 0 | ||
type: cube | ||
sputter: null | ||
scan: | ||
axis: | ||
- 0 | ||
- 1 | ||
- 0 | ||
exposure_time: 1 | ||
mode: still | ||
num_images: 1 | ||
start_angle: 0 | ||
start_pos: 0 | ||
step_angle: 0 | ||
step_pos: 0 | ||
simulation: | ||
division_thickness: 100 | ||
ice: false | ||
inelastic_model: null | ||
margin: 100 | ||
mp_loss_position: peak | ||
mp_loss_width: null | ||
padding: 100 | ||
radiation_damage_model: false | ||
sensitivity_coefficient: 0.022 | ||
slice_thickness: 3.0 | ||
Specifying molecule positions | ||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | ||
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The following snippet will load one locally defined PDB file and will add a | ||
single instance to the sample model. This will put the molecule in the centre | ||
of the sample volume. | ||
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.. code-block:: yaml | ||
sample: | ||
molecules: | ||
local: | ||
- filename: myfile.pdb | ||
instances: 1 | ||
The following snippet will load one locally defined PDB file and will add a 10 | ||
instances to the sample model. This will give the molecules randomly assigned | ||
positions and orientations within the sample volume. | ||
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.. code-block:: yaml | ||
sample: | ||
molecules: | ||
local: | ||
- filename: myfile.pdb | ||
instances: 10 | ||
The following snippet will load two locally defined PDB files and one model | ||
from the PDB. The first model had two instances, the first of which has a | ||
random position and random orientation. The second instance has defined | ||
position and random orientation. The second molecule has two instances, the | ||
first of which has random position and defined orientation and the second | ||
instance has defined position and orientation. The PDB model has 10 instances | ||
with random position and orientation. | ||
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.. code-block:: yaml | ||
sample: | ||
molecules: | ||
local: | ||
- filename: myfile.pdb | ||
instances: | ||
- position: null | ||
orientation: null | ||
- position: [1, 2, 3] | ||
orientation: null | ||
- filename: another.pdb | ||
instances: | ||
- position: null | ||
orientation: [1, 2, 3] | ||
- position: [1, 2, 3] | ||
orientation: [1, 2, 3] | ||
pdb: | ||
- id: 4V5D | ||
instances: 10 | ||
Applying radiation damage | ||
^^^^^^^^^^^^^^^^^^^^^^^^^ | ||
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Parakeet implements a simple radiation damage model which uses an isotropic B | ||
factor to blur the atomic potential during simulation. The B factor increases | ||
linearly with the incident electron dose according to a sensitivity | ||
coefficient. To apply the beam damage model you can set the following | ||
parameters which will enable the beam damage model and simulate the images | ||
using a dose symmetric scheme. | ||
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.. code-block:: yaml | ||
simulation: | ||
radiation_damage_model: true | ||
sensitivity_coefficient: 0.022 | ||
scan: | ||
mode: dose_symmetric |
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.. parakeet documentation master file, created by | ||
sphinx-quickstart on Fri Feb 25 09:31:39 2022. | ||
You can adapt this file completely to your liking, but it should at least | ||
contain the root `toctree` directive. | ||
Welcome to parakeet's documentation! | ||
==================================== | ||
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.. image:: images/parakeet_logo.png | ||
:width: 300 | ||
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.. toctree:: | ||
:maxdepth: 2 | ||
:caption: Contents: | ||
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installation | ||
usage | ||
api | ||
configuration | ||
tutorial | ||
publications | ||
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Indices and tables | ||
================== | ||
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* :ref:`genindex` | ||
* :ref:`modindex` | ||
* :ref:`search` |
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