diff --git a/tvb_build/build_step1.py b/tvb_build/build_step1.py index 3ecadacb92..44532af9b5 100644 --- a/tvb_build/build_step1.py +++ b/tvb_build/build_step1.py @@ -44,7 +44,6 @@ import requests import tvb_bin -from tvb.datasets import TVBZenodoDataset from subprocess import Popen, PIPE # source paths @@ -53,95 +52,13 @@ FW_FOLDER = os.path.join(TVB_ROOT, 'tvb_framework') LICENSE_PATH = os.path.join(FW_FOLDER, 'LICENSE') RELEASE_NOTES_PATH = os.path.join(TVB_ROOT, 'tvb_documentation', 'RELEASE_NOTES') -dataset = TVBZenodoDataset() -DATA_SRC_FOLDER = dataset.extract_dir / 'tvb_data' + + DEMOS_MATLAB_FOLDER = os.path.join(TVB_ROOT, 'tvb_documentation', 'matlab') # dest paths DIST_FOLDER = os.path.join(os.path.dirname(__file__), 'build', 'TVB_Distribution') -DATA_INSIDE_FOLDER = os.path.join(DIST_FOLDER, '_tvb_data') - -INCLUDED_INSIDE_DATA = [ - "__init__.py", - "Default_Project.zip", - - "connectivity/connectivity_76.zip", - "connectivity/paupau.zip", - "connectivity/connectivity_66.zip", - "connectivity/connectivity_192.zip", - "connectivity/__init__.py", - - "projectionMatrix/projection_eeg_62_surface_16k.mat", - "projectionMatrix/projection_eeg_65_surface_16k.npy", - "projectionMatrix/projection_meg_276_surface_16k.npy", - "projectionMatrix/projection_seeg_588_surface_16k.npy", - "projectionMatrix/__init__.py", - - "regionMapping/__init__.py", - "regionMapping/regionMapping_16k_76.txt", - "regionMapping/regionMapping_80k_80.txt", - "regionMapping/regionMapping_16k_192.txt", - - "sensors/eeg_unitvector_62.txt.bz2", - "sensors/eeg_brainstorm_65.txt", - "sensors/meg_151.txt.bz2", - "sensors/meg_brainstorm_276.txt", - "sensors/seeg_39.txt.bz2", - "sensors/seeg_brainstorm_960.txt", - "sensors/seeg_588.txt", - "sensors/__init__.py", - - "surfaceData/__init__.py", - "surfaceData/cortex_80k.zip", - "surfaceData/cortex_16384.zip", - "surfaceData/outer_skin_4096.zip", - "surfaceData/inner_skull_4096.zip", - "surfaceData/outer_skull_4096.zip", - "surfaceData/scalp_1082.zip", - "surfaceData/face_8614.zip", - - "local_connectivity/__init__.py", - "local_connectivity/local_connectivity_16384.mat", - "local_connectivity/local_connectivity_80k.mat", - - "obj/__init__.py", - "obj/face_surface.obj", - "obj/eeg_cap.obj", - - "mouse/allen_2mm/Connectivity.h5", - "mouse/allen_2mm/Volume.h5", - "mouse/allen_2mm/StructuralMRI.h5", - "mouse/allen_2mm/RegionVolumeMapping.h5", -] - -def fetch_data_to_include(filenames_list, dataset): - for i in filenames_list: - dataset.fetch_data("tvb_data/"+i) - - -def _copy_dataset(dataset_files, dataset_destination): - for pth in dataset_files: - rel_pth = pth.split('/') - origin = os.path.join(DATA_SRC_FOLDER, *rel_pth) - destination = os.path.join(dataset_destination, *rel_pth) - destination_folder = os.path.dirname(destination) - if not os.path.exists(destination_folder): - os.makedirs(destination_folder) - print("Copying %s into %s" % (origin, destination)) - shutil.copyfile(origin, destination) - - -def copy_distribution_dataset(): - """ - Copy the required data file from tvb_data folder: - - inside TVB library package (for internal usage). - Will be used during TVB functioning: import default project, - load default for console profile, or code update events - - in tvb_data folder, as example for users. - """ - _copy_dataset(INCLUDED_INSIDE_DATA, DATA_INSIDE_FOLDER) - def _copy_demos_collapsed(to_copy): """ @@ -235,8 +152,6 @@ def build_step1(): shutil.copytree(DEMOS_MATLAB_FOLDER, os.path.join(DIST_FOLDER, 'matlab'), ignore=shutil.ignore_patterns('.svn', '*.rst')) - fetch_data_to_include(INCLUDED_INSIDE_DATA, dataset) - copy_distribution_dataset() _copy_demos_collapsed({os.path.join("..", "tvb_documentation", "demos"): os.path.join(DIST_FOLDER, "demo_scripts"), os.path.join("..", "tvb_documentation", "tutorials"): diff --git a/tvb_contrib/setup.py b/tvb_contrib/setup.py index 05d02c6883..4d8010e6d0 100644 --- a/tvb_contrib/setup.py +++ b/tvb_contrib/setup.py @@ -40,6 +40,7 @@ install_requires=CONTRIB_DEPENDENCIES, description='A package with TVB contributed additions to the simulator, useful for scripting.', long_description=DESCRIPTION, + long_description_content_type="text/x-rst", license="GPL-3.0-or-later", author=TEAM, author_email='tvb.admin@thevirtualbrain.org', diff --git a/tvb_deprecated/setup.py b/tvb_deprecated/setup.py index 64fb5ef030..59b6b764b1 100644 --- a/tvb_deprecated/setup.py +++ b/tvb_deprecated/setup.py @@ -40,12 +40,18 @@ install_requires=["tvb-library"], description='This namespace is only redirecting to tvb-library', long_description=DESCRIPTION, + long_description_content_type="text/x-rst", license="GPL-3.0-or-later", author=TVB_TEAM, author_email='tvb.admin@thevirtualbrain.org', url='https://www.thevirtualbrain.org', download_url='https://github.com/the-virtual-brain/tvb-root', - keywords='tvb brain simulator neuroscience human animal neuronal dynamics models delay' + keywords='tvb brain simulator neuroscience human animal neuronal dynamics models delay', + classifiers=["Development Status :: 6 - Mature", + "Intended Audience :: Science/Research", + "License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)", + "Programming Language :: Python :: 3" + ] ) # Cleanup diff --git a/tvb_documentation/demos/Demos.rst b/tvb_documentation/demos/Demos.rst index d6a3751e84..d21ccbfe8d 100644 --- a/tvb_documentation/demos/Demos.rst +++ b/tvb_documentation/demos/Demos.rst @@ -113,7 +113,6 @@ examples. .. _Analyze Region Corrcoef: https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/demos/analyze_region_corrcoef.ipynb .. _Compare Connectivity Normalization: https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/demos/compare_connectivity_normalization.ipynb .. _Display Source Sensor Geometry: https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/demos/display_source_sensor_geometry.ipynb -.. _Display Surface Local Connectivity: https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/demos/display_surface_local_connectivity.ipynb .. _Encrypt Files before upload in TVB Web GUI: https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/demos/encrypt_data.ipynb .. _Exploring Epileptor 2D: https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/demos/exploring_epileptor_2d.ipynb .. _Exploring Longer Time Series: https://nbviewer.thevirtualbrain.org/url/docs.thevirtualbrain.org/demos/exploring_longer_time_series.ipynb @@ -167,14 +166,6 @@ examples. `Display Source Sensor Geometry`_ -.. figure:: figures/display_surface_local_connectivity.png - :width: 200px - :figclass: demo-figure - :target: `Display Surface Local Connectivity`_ - - `Display Surface Local Connectivity`_ - - .. figure:: figures/exploring_longer_time_series.png :width: 200px :figclass: demo-figure diff --git a/tvb_documentation/demos/display_surface_local_connectivity.ipynb b/tvb_documentation/demos/display_surface_local_connectivity.ipynb deleted file mode 100644 index 69f609884a..0000000000 --- a/tvb_documentation/demos/display_surface_local_connectivity.ipynb +++ /dev/null @@ -1,117 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "%matplotlib widget\n", - "import matplotlib.pyplot as plt\n", - "import numpy\n", - "from tvb.simulator.plot.head_plotter_3d import HeadPlotter3D\n", - "from tvb.datatypes import cortex, connectivity, local_connectivity" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Display the local connectivity kernel definining the local coupling strength for one focal point\n", - "\n", - "When defining stimuli on the cortical surface, it's useful to visualize the spatial pattern being implemented:\n", - "\n", - "Here, we'll redefine the local connectivity kernel," - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "WARNING File 'hemispheres' not found in ZIP.\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "87d3f2f204ef4cdb8e5455f0432a6953", - "version_major": 2, - "version_minor": 0 - }, - "image/png": 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\n", - " " - ], - "text/plain": [ - "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "hp = HeadPlotter3D()\n", - "\n", - "# configure cortical surface\n", - "ctx = cortex.Cortex.from_file()\n", - "ctx.region_mapping_data.connectivity = connectivity.Connectivity.from_file()\n", - "loc_conn = local_connectivity.LocalConnectivity(cutoff=20.0, surface=ctx.region_mapping_data.surface)\n", - "loc_conn.equation.parameters['sigma'] = 10.0\n", - "loc_conn.equation.parameters['amp'] = 1.0\n", - "ctx.local_connectivity = loc_conn\n", - "ctx.coupling_strength = numpy.array([0.0115])\n", - "ctx.configure()\n", - "\n", - "# plot \n", - "plt.figure()\n", - "ax = plt.subplot(111, projection='3d')\n", - "x, y, z = ctx.vertices.T\n", - "ax.plot_trisurf(x, y, z, triangles=ctx.triangles, alpha=0.1, edgecolor='none')" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.12" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/tvb_documentation/demos/exploring_a_surface_mesh.ipynb b/tvb_documentation/demos/exploring_a_surface_mesh.ipynb index 7d4cbefe3b..171943c5dd 100644 --- a/tvb_documentation/demos/exploring_a_surface_mesh.ipynb +++ b/tvb_documentation/demos/exploring_a_surface_mesh.ipynb @@ -1,8 +1,19 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": { + "pycharm": { + "name": "#%%\n" + } + }, + "source": [ + "## Exploring a surface mesh" + ] + }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": { "pycharm": { "name": "#%%\n" @@ -23,8 +34,6 @@ } }, "source": [ - "# Exploring a surface mesh\n", - "\n", "Surface level simulations in TVB use a triangular mesh surface to represent the \n", "folded cortical surface, similar triangular mesh surfaces are used to represent \n", "the boundaries between brain and skull, skull and skin, and skin and air, that \n", @@ -38,49 +47,46 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "WARNING File 'hemispheres' not found in ZIP.\n" - ] - }, { "data": { "text/html": [ "\n", - "

Cortex

\n", - "\n", + "

CorticalSurface

\n", "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", "
value
Type
Cortex
coupling_strength [min, median, max]
[1, 1, 1]
coupling_strength dtype
float64
coupling_strength shape
(1,)
gid
UUID('2cb05616-7a9e-4879-aaca-f189c8af0dc5')
local_connectivity
LocalConnectivity gid: f5fcf0ed-c515-49e9-bafc-45e59cf05776
region_mapping_data
RegionMapping gid: 08f0bcd1-bc2c-4ac2-aa02-70674e9c7cde
title
Cortex gid: 2cb05616-7a9e-4879-aaca-f189c8af0dc5

\n", + "

Cortical or pial surface.

\n", + "
\n", + "

value
Edge lengths, longest (mm)
7.756718245437372
Edge lengths, mean (mm)
3.9760529287149735
Edge lengths, shortest (mm)
0.6638077082371072
Has two hemispheres
False
Number of edges
49140
Number of triangles
32760
Number of vertices
16384
Surface type
CorticalSurface
Valid for simulations
True
" ], "text/plain": [ - "" + "" ] }, - "execution_count": 2, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ctx = cortex.Cortex.from_file()\n", - "ctx.region_mapping_data.connectivity = connectivity.Connectivity.from_file()\n", + "ctx = surfaces.CorticalSurface.from_file()\n", "ctx.configure()\n", "ctx" ] @@ -107,7 +113,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": { "pycharm": { "name": "#%%\n" @@ -120,35 +126,61 @@ "Text(0.5, 0, 'mm$^2$')" ] }, - "execution_count": 3, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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8ieauxP2Ay9vRHa6uqpdX1Q1JtgE30jQ1nlVV97W7egXNHY+PoOnzdSl6AIeBkOZmwKWRMFNQ2/yo1VZVL+yT/K551t8CbOmTvh04bhWzNlb8jkorY5OiJKkzDoAqNQy4JEmSOmbAJUmS1DH7cGmobGqQpoN9wDTtrOGSJEnqmAGXJElSx2xS1KqwuUCaDnYDkJbHGi5JkqSOGXBJkiR1zIBLkiSpY/bhUufs8yFJmnYLBlxJ3g08G9hTVce1aX8EPAf4IfBl4GVV9e122TnAGcB9wG9X1f9o05/E/RO/fhx4VVXVKp+POmCHeGk6ebEkrZ7FNCm+FzhlVtrlwHFV9fPAl4BzAJIcA2wEjm23eUeSfdptzgPOBI5u/2bvU5IkaSItWMNVVZ9Ksn5W2mU9T68Gntc+Pg24qKruAXYm2QEcn+RW4MCqugogyQXA6cClKz0BDU+/q1+viCXNp7eMsNZc02Q1Os3/JvcHTmuB23uW7WrT1raPZ6f3leTMJNuTbN+7d+8qZFGSJGl4VtRpPskbgHuB988k9Vmt5knvq6rOB84H2LBhg/28Roy1WJIkLc2yA64km2g605/U0/l9F3BEz2rrgDva9HV90iVJkibesgKuJKcAZwNPq6rv9yy6BPhAkrcCh9N0jr+mqu5LcleSE4DPAC8B/svKsq5xNV8Nmf07JEmTaDHDQlwInAgcnGQX8CaauxL3Ay5PAnB1Vb28qm5Isg24kaap8ayquq/d1Su4f1iIS7HDvCRJmhKLuUvxhX2S3zXP+luALX3StwPHLSl3kiRJE8CpfSRJkjrm1D5aNO9OlCRpeazhkiQNxfrNH/NCTlPDgEsjy8JYkjQpDLgkSZI6ZsAlSZLUMQMuSZKkjhlw6QHsNyVJ0uoz4JIkSeqY43CpL2u5JElaPdZwSZIkdcwaLknSA1jDLa0+A64p1luo3nruqUPMiSRJk80mRUkTLcm7k+xJ8oWetMckuTzJLe3/g3qWnZNkR5Kbk5zck/6kJNe3y96WJIM+F0njy4BL0qR7L3DKrLTNwBVVdTRwRfucJMcAG4Fj223ekWSfdpvzgDOBo9u/2fvUMjkcjaaBTYqSJlpVfSrJ+lnJpwEnto+3AlcCZ7fpF1XVPcDOJDuA45PcChxYVVcBJLkAOB24tOPsD5RBj9QdAy4BFrSaOodW1W6Aqtqd5JA2fS1wdc96u9q0H7WPZ6c/SJIzaWrCOPLII1c525LGlU2KknS/fv2yap70BydWnV9VG6pqw5o1a1Y1c5LGlwGXpGl0Z5LDANr/e9r0XcARPeutA+5o09f1SZekRTHgkjSNLgE2tY83ARf3pG9Msl+So2g6x1/TNj/eleSE9u7El/RsI0kLsg+XpImW5EKaDvIHJ9kFvAk4F9iW5AzgNuD5AFV1Q5JtwI3AvcBZVXVfu6tX0Nzx+AiazvIT1WFeUrcMuDTyZjr0OzirlqOqXjjHopPmWH8LsKVP+nbguFXMmqQpYpOiJElSxwy4JEmSOmaToiRNOcfhk7pnDZckSVLHDLgkSZI6ZsAlSZLUMQMuSZKkjhlwaWys3/wxO/dKksbSggFXkncn2ZPkCz1pj0lyeZJb2v8H9Sw7J8mOJDcnObkn/UlJrm+Xva2dHkOSJGniLaaG673AKbPSNgNXVNXRwBXtc5IcA2wEjm23eUeSfdptzgPOpJmb7Og++5QkSZpICwZcVfUp4Fuzkk8DtraPtwKn96RfVFX3VNVOYAdwfJLDgAOr6qqqKuCCnm0kSbLbgCbacvtwHVpVuwHa/4e06WuB23vW29WmrW0fz07vK8mZSbYn2b53795lZlGSJGk0rHan+X79smqe9L6q6vyq2lBVG9asWbNqmZMkSRqG5U7tc2eSw6pqd9tcuKdN3wUc0bPeOuCONn1dn3Rpyfo1Odx67qlDyImkrs183/2Oa9wtt4brEmBT+3gTcHFP+sYk+yU5iqZz/DVts+NdSU5o7058Sc82kiRJE23BGq4kFwInAgcn2QW8CTgX2JbkDOA24PkAVXVDkm3AjcC9wFlVdV+7q1fQ3PH4CODS9k+SJGniLRhwVdUL51h00hzrbwG29EnfDhy3pNxJkiRNgOX24ZIkqRMODaFJ5NQ+kiRJHTPgkiRJ6pgBlyaCI1RLkkaZAZckSVLH7DSvidJby+VAiZKkUWHAJUlTyCZ4abBsUpQkSeqYNVxTyCtbSZIGyxouSZKkjhlwSZIkdcyAS5IkqWMGXJIkSR0z4JIkSeqYdylOOAcClSRp+KzhkiRJ6pgBl6SpleR3ktyQ5AtJLkzy8CSPSXJ5klva/wf1rH9Okh1Jbk5y8jDzLmm8GHBJmkpJ1gK/DWyoquOAfYCNwGbgiqo6GriifU6SY9rlxwKnAO9Iss8w8j6N1m/+mIM2a6wZcEmaZvsCj0iyL7A/cAdwGrC1Xb4VOL19fBpwUVXdU1U7gR3A8YPNrqRxZcAlaSpV1deAPwZuA3YD36mqy4BDq2p3u85u4JB2k7XA7T272NWmPUCSM5NsT7J97969XZ6CpDFiwCVpKrV9s04DjgIOBw5I8uL5NumTVg9KqDq/qjZU1YY1a9asTmYljT2HhZgi09b/YeZ8HQ5Dc3g6sLOq9gIk+TDwy8CdSQ6rqt1JDgP2tOvvAo7o2X4dTROkJC3IGi5J0+o24IQk+ycJcBJwE3AJsKldZxNwcfv4EmBjkv2SHAUcDVwz4DxLGlPWcEmaSlX1mSQfBK4D7gU+C5wPPBLYluQMmqDs+e36NyTZBtzYrn9WVd03lMxLGjsGXJKmVlW9CXjTrOR7aGq7+q2/BdjSdb4kTR6bFCVJkjpmwKWJ54CJkqRhs0lRkqaIFx/ScFjDJUmS1LEVBVxO/CpJkrSwZQdcTvwqSZK0OCvtwzUz8euPuH/i13OAE9vlW4ErgbPpmfgV2JlkZuLXq1aYB/VhPw1JkkbHsgOuqvpakpmJX38AXFZVlyV5wMSvSXonfr26Zxd9J36FZvJX4EyAI488crlZlCRNmN6LSaft0jhZSZNiJxO/gpO/SpKkybKSJkUnftVY8cpYkjQsK7lL0YlfNbYcDFWSNEgr6cPlxK+SNCa8wJCGa0V3KTrxqyRJ0sIcaV6SJKljzqU4YWw2kCRp9FjDJUkaS978onFiwCVJktQxAy5JkqSOGXBJkiR1zIBLkiSpY96lOAHsNCpJ0mizhkuSJKljBlySJEkdM+CSJEnqmAGXJElSxwy4JEmSOmbApanm1CCSpEEw4JIkSeqYAZckSVLHDLgkSWPNrgEaBwZckiRJHTPgkiRJ6pgBl4RNEpKkbhlwSZpaSR6d5INJvpjkpiS/lOQxSS5Pckv7/6Ce9c9JsiPJzUlOHmbeJY2XfYedAS2fNTLSiv0p8Imqel6ShwH7A68Hrqiqc5NsBjYDZyc5BtgIHAscDnwyyeOq6r5hZV7S+DDgkjSVkhwI/CrwUoCq+iHwwySnASe2q20FrgTOBk4DLqqqe4CdSXYAxwNXDTTjS+BFmTQ6bFKUNK1+GtgLvCfJZ5O8M8kBwKFVtRug/X9Iu/5a4Pae7Xe1aQ+Q5Mwk25Ns37t3b7dnIGlsGHBJmlb7Ak8EzquqXwS+R9N8OJf0SasHJVSdX1UbqmrDmjVrVienksaeAZekabUL2FVVn2mff5AmALszyWEA7f89Pesf0bP9OuCOAeVV0pgz4JI0larq68DtSR7fJp0E3AhcAmxq0zYBF7ePLwE2JtkvyVHA0cA1A8yypDFmp3lJ0+yVwPvbOxS/AryM5kJ0W5IzgNuA5wNU1Q1JttEEZfcCZ3mHoqTFMuCSNLWq6nPAhj6LTppj/S3Ali7zJGky2aQoSZLUsRUFXI7SLEmStLCVNik6SrMmSu9Akbeee+oQcyJJmiTLruHqGaX5XdCM0lxV36YZjXlru9pW4PT28U9Gaa6qncDMKM2SJEkTbSU1XL2jNP8CcC3wKmaN0pykd5Tmq3u27ztKMzQjNQNnAhx55JEryKIkaVpYQ61RtpI+XJ2M0gyO1CxJkibLSmq4+o3SvJl2lOa2dstRmjvghLSSJI2XZddwOUqzJEnS4qz0LkVHaZYkjZyZlgD7cmlUrCjgcpRmSZKkhTnSvCRpYq3f/DH7vWokGHBJkiR1zIBLkiSpYwZc0hxsipAkrRYDLkmSpI4ZcEmSJHXMgEtagE2LkqSVMuCSJEnq2EpHmtcAWcsiSdJ4MuCSJE283gtWp/vRMNikKEmS1DFruCRpwtj9QBo91nBJkiR1zIBLkiSpYwZckiRJHTPgkiRJ6pgBlyRJUse8S1FaJMfxkSQtlzVckiRJHTPgkiRJ6pgBl7QM6zd/zMElJUmLZsAlSZLUMTvNjzhrUSRJGn/WcEmaWkn2SfLZJB9tnz8myeVJbmn/H9Sz7jlJdiS5OcnJw8u1pHFkwCVpmr0KuKnn+Wbgiqo6GriifU6SY4CNwLHAKcA7kuwz4LxKGmMGXJKmUpJ1wKnAO3uSTwO2to+3Aqf3pF9UVfdU1U5gB3D8gLKqVeZNLxoGAy5J0+pPgN8FftyTdmhV7QZo/x/Spq8Fbu9Zb1eb9iBJzkyyPcn2vXv3rnqmJY0nAy5JUyfJs4E9VXXtYjfpk1b9Vqyq86tqQ1VtWLNmzbLzKGmyeJeipGn0VOC5SZ4FPBw4MMn7gDuTHFZVu5McBuxp198FHNGz/TrgjoHmWNJYs4ZLWgH7goynqjqnqtZV1XqazvB/XVUvBi4BNrWrbQIubh9fAmxMsl+So4CjgWsGnG1JY2zFAZe3VUsPZBA21s4FnpHkFuAZ7XOq6gZgG3Aj8AngrKq6b2i5lDR2VqOGy9uqJY2tqrqyqp7dPv5mVZ1UVUe3/7/Vs96WqvqZqnp8VV06vBxLGkcr6sPVc1v1FuA1bfJpwInt463AlcDZ9NxWDexMMnNb9VUrycOksoZkvPh+aRT4OZRG10pruP4Eb6uWJEma17IDLm+rliRJWpyVNCl6W7UkSdIiLLuGy9uqpfl5t6I02vyOapC6GPj0XGBbkjOA24DnQ3NbdZKZ26rvxduqJUnSlFiVgKuqrqS5G5Gq+iZw0hzrbaG5o1GSJGlqONK8JElSx5xLUZIkHjiO2a3nnjrEnGgSWcMlSZLUMQMuSZKkjhlwSZIkdcw+XCPAcWAkSZps1nBJkiR1zBouSdJUs5VBg2ANlyRJUses4ZI65tg+kiRruKQBcrJcSZpOBlySJM3ixZFWmwGXJElSxwy4JEmSOmbAJUmS1DHvUpSkMWY/I2k8WMMlSZLUMQMuSZKkjhlwSZIkdcyAS5IkqWMGXNIQOKiiJE0XA64h8MdWkqTp4rAQQ2TQpZnPgJNaS6PNSei1UtZwSZIkdcwaLkmS5mBLhFaLNVySJEkdM+CSNJWSHJHkb5LclOSGJK9q0x+T5PIkt7T/D+rZ5pwkO5LcnOTk4eVe0rgx4JI0re4FXltVPwecAJyV5BhgM3BFVR0NXNE+p122ETgWOAV4R5J9hpJzSWPHPlzSCPAOqMGrqt3A7vbxXUluAtYCpwEntqttBa4Ezm7TL6qqe4CdSXYAxwNXDTbnGjbvLtZyLLuGy+p4qRuO0zZ4SdYDvwh8Bji0DcZmgrJD2tXWArf3bLarTZu9rzOTbE+yfe/evZ3mW9L4WEkN10x1/HVJHgVcm+Ry4KU01fHnJtlMUx1/9qzq+MOBTyZ5XFXdt7JTGA/+gEqjKckjgQ8Br66q7yaZc9U+afWghKrzgfMBNmzY8KDlkqbTsmu4qmp3VV3XPr4L6K2O39quthU4vX38k+r4qtoJzFTHS9JQJHkoTbD1/qr6cJt8Z5LD2uWHAXva9F3AET2brwPuGFReJY23Vek0v5rV8e3+rJLX1LNpsVtpqrLeBdxUVW/tWXQJsKl9vAm4uCd9Y5L9khwFHA1cM6j8ShpvKw64ZlfHz7dqn7S+1e1VdX5VbaiqDWvWrFlpFiWpn6cCvwH8WpLPtX/PAs4FnpHkFuAZ7XOq6gZgG3Aj8AngrGnpEiFp5VZ0l+J81fFVtdvqeEmjqqo+Tf8LQYCT5thmC7Cls0wtgbWfw+fdilqKldylaHW8JEnSIqykhmumOv76JJ9r015PU/2+LckZwG3A86Gpjk8yUx1/L1bHS5KkKbHsgGvcq+MlSZIGxal9JEmSOmbAJY0Rh4qQpPHkXIod88dRkiabc6FqMQy4pBFn0C5J488mRUmSpI5ZwyWNIQdclEbT7Bppv6OaYQ2XJElSx6zh6oj9biRJ0gwDLkkaI17MjReb/zXDJkVJkqSOWcMljTHH/5HGg99VWcMlSZLUMQMuSZKkjhlwSRPG+RYlafTYh0uaEAZZkjS6DLhWmT96kqT5OFTEdDLgkiaUd0VJ48dgbHLZh0uSpCGwv+V0sYZLkqQhMuiaDtZwSZIkdcyAS5IkqWM2Ka4Cq4M16uyIK0nDZcC1AgZaGjcGXtJ46Pdd9fs73gy4JPXlsBKStHoMuKQp1K921qBqtFmjrtm8KBovBlySHsAfdml0+H2cHAZckgALdknqkgGXJEljZCkXRzY7jg4DLkmSxpw11KPPgEvSgmbfju5VszSZHHqiOwMPuJKcAvwpsA/wzqo6d9B5kLQ8034VbfmlSTDt3+NhGWjAlWQf4O3AM4BdwP9KcklV3TjIfEhaPbML70kdqNHyS+NuuYHWJH2Ph2nQNVzHAzuq6isASS4CTgNGtsDySkBamgn+znRefs3XdCsNUr/P3lI+j/MFZ9PaJWHQAdda4Pae57uAp8xeKcmZwJnt07uT3NxBXg4GvtHBfscpD8M+/ijkYdjHH4U8dH78/OGS8vDYLvOyAqtRfi3qtV7E6zVqhv0Z7orntUyL/Qyv8md9VN6vvmXYoAOu9EmrByVUnQ+c32lGku1VtaHLY4x6HoZ9/FHIw7CPPwp5GPbxRyUPi7Di8mtMznPJPK/x4nkNx0MGfLxdwBE9z9cBdww4D5K0HJZfkpZt0AHX/wKOTnJUkocBG4FLBpwHSVoOyy9JyzbQJsWqujfJbwH/g+a26ndX1Q2DzEOPTpssF2nYeRj28WH4eRj28WH4eRj28WE08jCvVSq/Rv48l8nzGi+e1xCk6kFdECRJkrSKBt2kKEmSNHUMuCRJkjo2dQFXkncn2ZPkC0M6/hFJ/ibJTUluSPKqIeTh4UmuSfL5Ng9vGXQe2nzsk+SzST46pOPfmuT6JJ9Lsn0Ix390kg8m+WL7efilAR//8e25z/x9N8mrB5yH32k/g19IcmGShw/y+IOS5JQkNyfZkWTzsPOzWob9HVot/X4XkjwmyeVJbmn/HzTMPC7HHOf15iRf6/neP2uYeVyOuX5HR/09m7o+XEl+FbgbuKCqjhvC8Q8DDquq65I8CrgWOH2Q04MkCXBAVd2d5KHAp4FXVdXVg8pDm4/XABuAA6vq2YM8dnv8W4ENVTWUgfKSbAX+tqre2d71tn9VfXtIedkH+BrwlKr66oCOuZbms3dMVf0gyTbg41X13kEcf1Da1/ZL9EwJBLxwEqYEGvZ3aLX0+11I8h+Bb1XVuW2QfFBVnT3MfC7VHOf1ZuDuqvrjYeZtJeb6HQVeygi/Z1NXw1VVnwK+NcTj766q69rHdwE30YxgPcg8VFXd3T59aPs30Mg7yTrgVOCdgzzuqEhyIPCrwLsAquqHwwq2WicBXx5UsNVjX+ARSfYF9mcyx7X6yZRAVfVDYGZKII2IOX4XTgO2to+30vygj5Vh/951ZZ7f0ZF+z6Yu4BolSdYDvwh8ZgjH3ifJ54A9wOVVNeg8/Anwu8CPB3zcXgVcluTadjqWQfppYC/wnrZZ9Z1JDhhwHnptBC4c5AGr6mvAHwO3AbuB71TVZYPMw4D0mxJooBdZHRrmd6hrh1bVbmh+4IFDhpyf1fRbSf6+bXIcqWa3pZr1OzrS75kB15AkeSTwIeDVVfXdQR+/qu6rqifQjJZ9fJKBNa8meTawp6quHdQx5/DUqnoi8EzgrLb6fVD2BZ4InFdVvwh8DxhK3562OfO5wF8O+LgH0VyRHgUcDhyQ5MWDzMOALGpKoDE1zO+Qluc84GeAJ9Bc6PynoeZmBYb9O7pUBlxD0Pab+hDw/qr68DDz0jZjXQmcMsDDPhV4btv/4yLg15K8b4DHB6Cq7mj/7wE+QtP0Myi7gF09NYsfpAnAhuGZwHVVdeeAj/t0YGdV7a2qHwEfBn55wHkYhImdEmjI36Gu3dn2FZrpM7RnyPlZFVV1Z3vB/WPgvzOm79kcv6Mj/Z4ZcA1Y22H9XcBNVfXWIeVhTZJHt48fQfPD98VBHb+qzqmqdVW1nqYp66+raqA1G0kOaDtb0jbl/XNgYHeuVtXXgduTPL5NOgkYVifqFzLg5sTWbcAJSfZvvxcn0fTFmDQTOSXQsL9DA3AJsKl9vAm4eIh5WTUzAUnrXzCG79k8v6Mj/Z4NdGqfUZDkQuBE4OAku4A3VdW7BpiFpwK/AVzf9qECeH1VfXyAeTgM2NrePfUQYFtVDWVohiE6FPhI871lX+ADVfWJAefhlcD72x/hrwAvG/DxSbI/zd1z/2bQx66qzyT5IHAdcC/wWUZ8ao7lGLEpzVbTKHyHVkW/3wXgXGBbkjNoLg6eP7wcLs8c53VikifQNGvfyhC++6ug7+8oI/6eTd2wEJIkSYNmk6IkSVLHDLgkSZI6ZsAlSZLUMQMuSZKkjhlwSZIkdcyAS5IkqWMGXJIkSR2buoFPNRraCUc/AXwaOAH4PPAe4C00E46+CHgWzTx7hwGPA17TrvtM4GvAc9opYSRpbCQ5HTiVpqx7+4RO2q5ZrOHSMP0T4E+Bnwd+Fvh14FeA19GMGgzNJKun0kxy/D7gb6rqnwI/aNMlaaxU1f9bVf8X8FLgBUPOjgbEgEvDtLOqrm8nUb0BuKKaqQ+uB9a361za1mJdTzMtyszUIb3rSNI4eiPw9mFnQoNhwKVhuqfn8Y97nv+Y+5u77wFog7If1f1zUfWuI0mdSrI+yReTvDPJF5K8P8nTk/xdkluSHL+Yddp9Jckf0lxQXjfkU9OAGHBJkrQ4i+kGsZh1Xgk8HXhekpcPKvMaLmsIJElanJ1VdT1Akp90g0jS28VhwXWq6m3A2wadeQ2XAZeGoqpuBY7ref7SuZb1pD+y5/Gbu8yfJPWx6G4QC6yjKWSToiRJUscMuCRJkjqW+2/6kiRJUhes4ZIkSeqYAZckSVLHDLgkSZI6ZsAlSZLUMQMuSZKkjhlwSZIkdcyAS5IkqWMGXJIkSR37/wEfEUmEu3Y7SAAAAABJRU5ErkJggg==\n", 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10, 5))\n", "plt.subplot(121)\n", - "plt.hist(ctx.region_mapping_data.surface.edge_lengths, bins=100)\n", + "plt.hist(ctx.edge_lengths, bins=100)\n", "plt.title(\"Distribution of Edge Lengths\")\n", "plt.xlabel(\"mm\")\n", "\n", "plt.subplot(122)\n", - "plt.hist(ctx.region_mapping_data.surface.triangle_areas, bins=100)\n", + "plt.hist(ctx.triangle_areas, bins=100)\n", "plt.title(\"Distribution of Triangle Areas\")\n", "plt.xlabel(\"mm$^2$\")" ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from tvb.simulator.plot.head_plotter_3d import HeadPlotter3D\n", + "HeadPlotter3D.display_surface(ctx)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -167,9 +199,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.12" + "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 -} \ No newline at end of file +} diff --git a/tvb_documentation/demos/figures/display_surface_local_connectivity.png b/tvb_documentation/demos/figures/display_surface_local_connectivity.png deleted file mode 100644 index 6f46e478cf..0000000000 Binary files a/tvb_documentation/demos/figures/display_surface_local_connectivity.png and /dev/null differ diff --git a/tvb_documentation/demos/figures/exploring_a_surface_mesh.png b/tvb_documentation/demos/figures/exploring_a_surface_mesh.png index 5764fc6733..6f46e478cf 100644 Binary files a/tvb_documentation/demos/figures/exploring_a_surface_mesh.png and b/tvb_documentation/demos/figures/exploring_a_surface_mesh.png differ diff --git a/tvb_framework/setup.py b/tvb_framework/setup.py index d98cc5528c..341221f26b 100644 --- a/tvb_framework/setup.py +++ b/tvb_framework/setup.py @@ -64,12 +64,19 @@ 'test': ["pytest", "pytest-benchmark", "pytest-mock", "BeautifulSoup4"]}, description='A package for performing whole brain simulations', long_description=DESCRIPTION, + long_description_content_type="text/x-rst", license="GPL-3.0-or-later", author=TVB_TEAM, author_email='tvb.admin@thevirtualbrain.org', url='https://www.thevirtualbrain.org', download_url='https://github.com/the-virtual-brain/tvb-root', - keywords='tvb brain simulator neuroscience human animal neuronal dynamics models delay') + keywords='tvb brain simulator neuroscience human animal neuronal dynamics models delay', + classifiers=["Development Status :: 6 - Mature", + "Intended Audience :: Science/Research", + "License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)", + "Programming Language :: Python :: 3" + ] + ) # Clean after install shutil.rmtree('tvb_framework.egg-info', True) diff --git a/tvb_framework/setup_bids_monitor.py b/tvb_framework/setup_bids_monitor.py index 1ad4a1e164..76f351a946 100644 --- a/tvb_framework/setup_bids_monitor.py +++ b/tvb_framework/setup_bids_monitor.py @@ -50,7 +50,7 @@ version=VERSION, packages=setuptools.find_packages( exclude=['tvb.interfaces.web', 'tvb.interfaces.web.*', 'tvb.interfaces.command', - 'tvb.interfaces.command.*', 'tvb.tests', 'tvb.tests.*', 'tvb.interfaces.rest' + 'tvb.interfaces.command.*', 'tvb.tests', 'tvb.tests.*', 'tvb.interfaces.rest', 'tvb.interfaces.rest.*', 'tvb.adapters', 'tvb.adapters.*', 'tvb.core', 'tvb.core.*']), include_package_data=True, @@ -58,10 +58,11 @@ extras_require={'test': ["pytest", "pytest-benchmark"]}, description='A helper package containing BIDS directory monitor module', long_description=DESCRIPTION, + long_description_content_type="text/x-rst", license="GPL-3.0-or-later", author=TVB_TEAM, author_email='tvb.admin@thevirtualbrain.org', - url='http://www.thevirtualbrain.org', + url='https://www.thevirtualbrain.org', download_url='https://github.com/the-virtual-brain/tvb-root', keywords='tvb rest client brain simulator neuroscience human animal neuronal dynamics models delay') diff --git a/tvb_framework/setup_rest_client.py b/tvb_framework/setup_rest_client.py index 359a05d46c..7c3db53b17 100644 --- a/tvb_framework/setup_rest_client.py +++ b/tvb_framework/setup_rest_client.py @@ -59,6 +59,7 @@ 'test': ["pytest", "pytest-benchmark"]}, description='A helper package for preparing and sending requests towards the TVB REST API', long_description=DESCRIPTION, + long_description_content_type="text/x-rst", license="GPL-3.0-or-later", author=TVB_TEAM, author_email='tvb.admin@thevirtualbrain.org', diff --git a/tvb_library/setup.py b/tvb_library/setup.py index c7745984a3..f5acab92d7 100644 --- a/tvb_library/setup.py +++ b/tvb_library/setup.py @@ -42,12 +42,11 @@ LIBRARY_REQUIRED_PACKAGES = ["autopep8", "Deprecated", "docutils", "ipywidgets", "lxml", "mako>=1.1.4", "matplotlib", "networkx", "numba", "numexpr", "numpy", "pooch", "pylems", "scipy", "six"] -LIBRARY_REQUIRED_EXTRA = ["h5py", "pytest", "pytest-benchmark", "pytest-xdist", "tvb-gdist", "tvb-data"] +LIBRARY_REQUIRED_EXTRA = ["h5py", "pytest", "pytest-benchmark", "pytest-xdist", "tvb-gdist", "tvb-data"] with open(os.path.join(os.path.dirname(__file__), 'README.rst')) as fd: DESCRIPTION = fd.read() - setuptools.setup(name='tvb-library', version=LIBRARY_VERSION, packages=setuptools.find_packages(), @@ -56,12 +55,19 @@ extras_require={"test": LIBRARY_REQUIRED_EXTRA}, description='A package for performing whole brain simulations', long_description=DESCRIPTION, + long_description_content_type="text/x-rst", license="GPL-3.0-or-later", author=LIBRARY_TEAM, author_email='tvb.admin@thevirtualbrain.org', url='https://www.thevirtualbrain.org', download_url='https://github.com/the-virtual-brain/tvb-root', - keywords='tvb brain simulator neuroscience human animal neuronal dynamics models delay') + keywords='tvb brain simulator neuroscience human animal neuronal dynamics models delay', + classifiers=["Development Status :: 6 - Mature", + "Intended Audience :: Science/Research", + "License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)", + "Programming Language :: Python :: 3" + ] + ) # Cleanup after EGG install. These are created by running setup.py in the source tree shutil.rmtree('tvb_library.egg-info', True) diff --git a/tvb_library/tvb/datasets/base.py b/tvb_library/tvb/datasets/base.py index abbb173537..a84bb2cba2 100644 --- a/tvb_library/tvb/datasets/base.py +++ b/tvb_library/tvb/datasets/base.py @@ -49,37 +49,13 @@ def __init__(self, version : str , extract_dir : str =None) -> None: self.extract_dir = Path(extract_dir).expanduser() - def fetch_data(self, file_name:str) -> str: - if Path(file_name).is_absolute(): - self.log.warning("Given file name is an absolute path. No operations are done. The path is returned as it is") - return file_name - - return self._fetch_data(file_name) - + def fetch_data(self) : + raise NotImplemented def get_version(self) -> str: return self.version def delete_data(self): raise NotImplemented - - def _read_zipfile_structure(self, file_path): - """ - Reads the zipfile structure and returns the dictionary containing file_names as keys and list of relative paths having same file name. - """ - with ZipFile(file_path) as zf: - file_names_in_zip = zf.namelist() - zf.close() - - file_names_dict = {} - for i in file_names_in_zip: - if str(Path(i).name) not in file_names_dict.keys(): - file_names_dict[str(Path(i).name)] = [i] - else: - file_names_dict[str(Path(i).name)].append(i) - return file_names_dict - - def _fetch_data(self,file_name): - raise NotImplemented def _download(self): raise NotImplemented diff --git a/tvb_library/tvb/datasets/tvb_data.py b/tvb_library/tvb/datasets/tvb_data.py index 0a2b710f35..e749320cde 100644 --- a/tvb_library/tvb/datasets/tvb_data.py +++ b/tvb_library/tvb/datasets/tvb_data.py @@ -28,7 +28,6 @@ .. moduleauthor:: Abhijit Deo """ -import os import requests import json @@ -77,7 +76,7 @@ def __init__(self, version : str= "2.7", extract_dir : str = None): self.rec = Record(self._read_cached_response()[self.version]) - def _fetch_data(self, file_name): + def fetch_data(self, file_name:str)->str: """ Function to fetch the file having `file_name` as name of the file. The function checks if the dataset is downloaded or not. If not, function downloads the dataset and then extracts/unzip the file. @@ -89,7 +88,10 @@ def _fetch_data(self, file_name): returns: str path of the extracted/Unzipped file. """ - + if Path(file_name).is_absolute(): + self.log.warning("Given `file_name` is an absolute path. No operations are done. The `file_name` is returned as it is") + return file_name + extract_dir = self.extract_dir try: @@ -128,35 +130,20 @@ def _fetch_data(self, file_name): file_name should be one of the following paths: {self.files_in_zip_dict[file_name]}""") raise NameError(f"file name should be one of the {self.files_in_zip_dict[file_name]}, but got {file_name}") - def describe(self): + def describe(self)-> str: """ Returns the project description mentioned on the zenodo website. """ return self.rec.describe() - def get_recordid(self): + def get_recordid(self) -> str: """ returns record id of the dataset """ return self.recid - def fetch_all_data(self): - - if self.files_in_zip_dict == None: - self._download(path = self.cached_dir, fname=f"tvb_data_{self.version}.zip") - self.files_in_zip_dict = self._read_zipfile_structure(self.rec.file_loc['tvb_data.zip']) - - - for file_paths in self.files_in_zip_dict.values(): - for file_path in file_paths: - self.fetch_data(file_path) - - if self.extract_dir.is_absolute(): - return str(self.extract_dir) - return str(Path.cwd()/self.extract_dir) - - def delete_data(self): + def delete_data(self)->None: """ Deletes the `tvb_data` folder in the `self.extract_dir` directory. """ @@ -218,3 +205,20 @@ def _read_cached_response(self): responses = dict(responses) return responses + + def _read_zipfile_structure(self, file_path): + """ + Reads the zipfile structure and returns the dictionary containing file_names as keys and list of relative paths having same file name. + """ + with ZipFile(file_path) as zf: + file_names_in_zip = zf.namelist() + zf.close() + + file_names_dict = {} + for i in file_names_in_zip: + if str(Path(i).name) not in file_names_dict.keys(): + file_names_dict[str(Path(i).name)] = [i] + else: + file_names_dict[str(Path(i).name)].append(i) + return file_names_dict + diff --git a/tvb_library/tvb/datasets/zenodo.py b/tvb_library/tvb/datasets/zenodo.py index 055381b206..9a3c95eb07 100644 --- a/tvb_library/tvb/datasets/zenodo.py +++ b/tvb_library/tvb/datasets/zenodo.py @@ -32,7 +32,6 @@ import requests -import re import pooch from typing import List, Dict from pathlib import Path @@ -67,8 +66,7 @@ def download(self, path: str = None, fname=None) -> None: if path == None: path = pooch.os_cache("tvb") - - #convert pathlib.Path objects to strings. + path = str(path) for file in self.data["files"]: @@ -80,7 +78,6 @@ def download(self, path: str = None, fname=None) -> None: self.file_loc[f'{file_name}'] = file_path - print(f"file {file_name} is downloaded at {file_path}") @@ -139,14 +136,10 @@ def get_versions_info(self, recid) -> Dict: """ # needs ineternet - recid = self.get_record(recid).data['metadata']['relations']['version'][0]['parent']['pid_value'] - versions = {} - url = f"{self.base_url}records?q=conceptrecid:{recid}&all_versions=true" - for hit in requests.get(url).json()['hits']['hits']: version = hit['metadata']['version'] @@ -155,9 +148,4 @@ def get_versions_info(self, recid) -> Dict: continue versions[version] = recid - return versions - - - - diff --git a/tvb_library/tvb/datatypes/equations.py b/tvb_library/tvb/datatypes/equations.py index 82048df715..a8b001a083 100644 --- a/tvb_library/tvb/datatypes/equations.py +++ b/tvb_library/tvb/datatypes/equations.py @@ -423,8 +423,7 @@ def evaluate(self, var): product *= i + 1 self.parameters["factorial"] = product - _pattern = RefBase.evaluate(self.equation, - global_dict=self.parameters) + _pattern = super().evaluate(var) _pattern /= max(_pattern) _pattern *= self.parameters["a"] return _pattern @@ -472,7 +471,7 @@ def evaluate(self, var): Generate a discrete representation of the equation for the space represented by ``var``. """ - _pattern = RefBase.evaluate(self.equation, global_dict=self.parameters) + _pattern = super().evaluate(var) _pattern /= max(_pattern) _pattern *= self.parameters["a"] @@ -588,4 +587,4 @@ def evaluate(self, var): self.parameters["gamma_a_1"] = sp_gamma(self.parameters["a_1"]) self.parameters["gamma_a_2"] = sp_gamma(self.parameters["a_2"]) - return RefBase.evaluate(self.equation, global_dict=self.parameters) + return super().evaluate(var) diff --git a/tvb_library/tvb/simulator/plot/head_plotter_3d.py b/tvb_library/tvb/simulator/plot/head_plotter_3d.py index ef581d5e40..2ebd8208ed 100644 --- a/tvb_library/tvb/simulator/plot/head_plotter_3d.py +++ b/tvb_library/tvb/simulator/plot/head_plotter_3d.py @@ -37,12 +37,11 @@ # To visualise the sensors and surface hp.display_source_sensor_geometry(surface, connectivity, meg_sensors, eeg_sensors) - # To visualise the sensors and surface - hp.display_surface_local_connectivity(cortex, local_connectivity) + # To visualise a Surface in 3D + hp.display_surface(surface) """ -import numpy as np import matplotlib.pyplot as plt from tvb.simulator.lab import * from deprecated import deprecated @@ -53,7 +52,8 @@ @deprecated(reason="Use tvb-widgets instead") class HeadPlotter3D(object): - def display_source_sensor_geometry(self, surface=None, conn=None, meg_sensors=None, eeg_sensors=None): + @staticmethod + def display_source_sensor_geometry(surface=None, conn=None, meg_sensors=None, eeg_sensors=None): # type: (surfaces.SkinAir, connectivity.Connectivity, sensors.SensorsMEG, sensors.SensorsEEG ) -> None """ :param surface: Optional surfaces.SkinAir instance. When none, we will try loading a default @@ -120,25 +120,14 @@ def plot(**plot_params): out = widgets.interactive_output(plot, params) display(control_box, out) - def display_surface_local_connectivity(self, ctx=None, loc_conn=None): - # type: (cortex.Cortex, local_connectivity.LocalConnectivity) -> None + @staticmethod + def display_surface(ctx): + # type: (surfaces.CorticalSurface) -> None """ - :param cortex: Optional cortex.Cortex instance. When none, we will try loading a default - :param loc_conn: Optional. If None, and cortex local connectivity is None, we will try loading a default. + :param ctx: surface.CorticalSurfaceF """ - # Start by configuring the cortical surface - if ctx is None: - ctx = cortex.Cortex.from_file() - if ctx.local_connectivity is None: - if loc_conn is None: - loc_conn = local_connectivity.LocalConnectivity(cutoff=20.0, surface=ctx.region_mapping_data.surface) - loc_conn.equation.parameters['sigma'] = 10.0 - loc_conn.equation.parameters['amp'] = 1.0 - ctx.local_connectivity = loc_conn - ctx.coupling_strength = np.array([0.0115]) ctx.configure() - # plot plt.figure() ax = plt.subplot(111, projection='3d') x, y, z = ctx.vertices.T diff --git a/tvb_library/tvb/tests/library/datasets/tvb_zenodo_dataset_test.py b/tvb_library/tvb/tests/library/datasets/tvb_zenodo_dataset_test.py index fdc511bdb2..b06e01cd5d 100644 --- a/tvb_library/tvb/tests/library/datasets/tvb_zenodo_dataset_test.py +++ b/tvb_library/tvb/tests/library/datasets/tvb_zenodo_dataset_test.py @@ -66,7 +66,6 @@ def test_extract(self): dataset.delete_data() assert not matfile_dir.is_file() - excel_extract = Path(dataset.fetch_data(" ConnectivityTable_regions.xls")) assert excel_extract.is_file() @@ -74,13 +73,6 @@ def test_extract(self): assert not excel_extract.is_file() - - all_extract =Path(dataset.fetch_all_data()) - assert all_extract.is_dir() - assert all_extract - - dataset.delete_data() - def test_check_content(self): #check if connectivity_66 contains expected files. @@ -102,23 +94,6 @@ def test_check_content(self): assert "weights.txt" in zipfile.ZipFile(connectivity66_dir).namelist() dataset.delete_data() - dataset = TVBZenodoDataset(version="2.0.3", extract_dir="dataset") - extract_dir = Path(dataset.fetch_all_data()) - - assert (extract_dir/"tvb_data").is_dir() - assert (extract_dir/"tvb_data/mouse/allen_2mm/Connectivity.h5").is_file() - assert (extract_dir/"tvb_data/surfaceData/inner_skull_4096.zip").is_file() - - connectivity66 = extract_dir/"tvb_data/connectivity/connectivity_96.zip" - assert connectivity66.is_file() - - assert "centres.txt" in zipfile.ZipFile(connectivity66).namelist() - assert "info.txt" in zipfile.ZipFile(connectivity66).namelist() - assert "tract_lengths.txt" in zipfile.ZipFile(connectivity66).namelist() - assert "weights.txt" in zipfile.ZipFile(connectivity66).namelist() - - dataset.delete_data() - def test_file_name_variants(self): dataset = TVBZenodoDataset(version= "2.0.3", extract_dir="~/dataset") @@ -158,17 +133,3 @@ def test_file_name_variants(self): assert data.is_file() dataset.delete_data() - - - - - - - - - - - - - - #TODO add no interenet tests diff --git a/tvb_storage/setup.py b/tvb_storage/setup.py index 6302c23609..3e4d176d6d 100644 --- a/tvb_storage/setup.py +++ b/tvb_storage/setup.py @@ -53,6 +53,7 @@ 'encrypt': ["syncrypto"]}, description='A package which handles the storage of TVB data', long_description=DESCRIPTION, + long_description_content_type="text/x-rst", license="GPL-3.0-or-later", author=STORAGE_TEAM, author_email='tvb.admin@thevirtualbrain.org',