From 0753c2ee015bbf36919bb5eb1fcdf3285b38a63e Mon Sep 17 00:00:00 2001 From: jnsbck <65561470+jnsbck@users.noreply.github.com> Date: Fri, 31 Jan 2025 14:44:52 +0100 Subject: [PATCH] Add support for graph operations (#355) * add: add to_graph method * add: add from_graph method * fix: isort and rm obs import * doc: added more comments * wip: started adding new swc import function * wip: save dev wip * add: implement graph2jaxley method, that imposes branch structure on some graph * fix: small fixes * enh: add prelim version of xyzr * wip: save wip * enh: refactor of swc->graph->jaxley->module pipeline * enh: cleanup * fix: small fix, now from graph runs on compartmentalized morphology * doc: add docstrings and type hints * doc: more comments added * fix: small fixes. * fix: rm undefined from groups at import * wip: save wip * wip: save wip * rm: remove dev notebook from tracking * add: add tests for graph functionalities * fix: added more tests and they are now passing * fix: test fixes * wip: save wip working on graph and swc io * fix: radius import fixed * wip: save wip * enh: massive overhaul complete of graph pipeline compared to before. now much simpler and neuron comparison tests pass. * wip: save wip * wip: save wip * fix: some fixes added * wip: save wip * wip: save wip tests * wip: test look better than before. * wip: remove complexity and improve test MSE. still not there though * wip: save wip. * rm: rm notebooks from pr * wip: save wip * enh: small refactor of swc -> initial graph pipe * enh: massive overhaul auf graph pipe. add documentation. passes tests now * wip: start adding tests. * enh: incl graphIO in tutorial * wip: progress on tests and tutorial * wip: tests are passing. except for voltages, which only passes in notebook but not in pytest * rm: dev notebook removed * fix: tests passing for non-single soma morpho * enh: Tests are finally passing * fix: add misssing kwarg in simulate_trace_error * fix: fix diff with main * fix: rm diff in modules/base * fix: add __eq__ back in for comparisons of cells attr in net and fix asteric * chore: ran black * fix: change read_swc to io imports * chore: add license header * enh: fixup of wording * fix: fix merge artefact * rm: rm tutorials left from rebase * wip: swc pipe now works up until module import * wip: in/out pipeline working for morphology, but w.o. attrs like recordings. * fix: update tutorial * fix: fix tutorial and synapses and input output * fix: add networkx as dep * fix rebase io/swc.py to main * doc: add more function documentation * wip: step 1 on getting tests to pass * fix: reduce diff * fix: ammend last commit * fix: pop l when converting graph * wip: working on tests * wip: all but one test passing, working on import export cycle validation * fix: finished import export tests and all tests are passing * fix: speed up tests and add docs * chore: edit changelog * fix: fix import cycle error, add min_radius and make some functions private * add: add new test morphology * fix: refactor swc and combine both swc_readers into a combined method * wip: change root finder and fix testcase * fix: made more methods private, fix issues with 0 length edges in graph * chore: edit changelog * chore: rfmt changelog * fix: skip new morph test for now --- CHANGELOG.md | 21 +- .../tutorials/08_importing_morphologies.ipynb | 282 +- jaxley/io/__init__.py | 5 + jaxley/io/graph.py | 916 ++ jaxley/io/swc.py | 321 +- jaxley/modules/base.py | 15 +- jaxley/utils/cell_utils.py | 257 +- pyproject.toml | 1 + tests/conftest.py | 7 +- tests/helpers.py | 158 + tests/jaxley_identical/test_swc.py | 178 +- tests/swc_files/bbp_with_axon.swc | 10619 ++++++++++++++++ tests/test_graph.py | 378 + tests/test_swc.py | 5 +- 14 files changed, 12871 insertions(+), 292 deletions(-) create mode 100644 jaxley/io/__init__.py create mode 100644 jaxley/io/graph.py create mode 100644 tests/helpers.py create mode 100644 tests/swc_files/bbp_with_axon.swc create mode 100644 tests/test_graph.py diff --git a/CHANGELOG.md b/CHANGELOG.md index cdd84afc..d3a94c41 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -10,9 +10,6 @@ Installing `Jaxley` will no longer install the newest version of `JAX`. We reali ```python net.record("i_IonotropicSynapse") ``` -- Add regression tests and supporting workflows for maintaining baselines (#475, #546, @jnsbck). - - Regression tests can be triggered by commenting "/test_regression" on a PR. - - Regression tests can be done locally by running `NEW_BASELINE=1 pytest -m regression` i.e. on `main` and then `pytest -m regression` on `feature`, which will produce a test report (printed to the console and saved to .txt). - refactor plotting (#539, @jnsbck). - rm networkx dependency @@ -25,8 +22,26 @@ net.vis() - Allow parameter sharing for groups of different sizes, i.e. due to inhomogenous numbers of compartments or for synapses with the same (pre-)synaptic parameters but different numbers of post-synaptic partners. (#514, @jnsbck) +- Add `jaxley.io.graph` for exporting and importing of jaxley modules to and from `networkx` graph objects (#355, @jnsbck). + - Adds a new (and improved) SWC reader, which is more flexible and should also be easier to extend in the future. + ```python + from jaxley.io.graph import swc_to_graph, from_graph + graph = swc_to_graph(fname) + # do something to the swc graph, i.e. prune it + pruned_graph = do_something_to_graph(graph) + cell = from_graph(pruned_graph, ncomp=4) + ``` + - Adds a new `to_graph` method for jaxley modules, which exports a module to a `networkX` graph. This allows to seamlessly work with `networkX`'s graph manipulation or visualization functions. + - `"graph"` can now also be selected as a backend in the `read_swc`. + - See [the improved SWC reader tutorial](https://jaxley.readthedocs.io/en/latest/tutorials/08_importing_morphologies.html) for more details. + +### Code Health - changelog added to CI (#537, #558, @jnsbck) +- Add regression tests and supporting workflows for maintaining baselines (#475, #546, @jnsbck). + - Regression tests can be triggered by commenting "/test_regression" on a PR. + - Regression tests can be done locally by running `NEW_BASELINE=1 pytest -m regression` i.e. on `main` and then `pytest -m regression` on `feature`, which will produce a test report (printed to the console and saved to .txt). + ### Bug fixes - Fixed inconsistency with *type* assertions arising due to `numpy` functions returning different `dtypes` on platforms like Windows (#567, @Kartik-Sama) diff --git a/docs/tutorials/08_importing_morphologies.ipynb b/docs/tutorials/08_importing_morphologies.ipynb index f3451855..545802dc 100644 --- a/docs/tutorials/08_importing_morphologies.ipynb +++ b/docs/tutorials/08_importing_morphologies.ipynb @@ -4,15 +4,21 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Working with morphologies\n", + "# Working with morphologies (or `jaxley.io`)\n", "\n", "In this tutorial, you will learn how to:\n", "\n", "- Load morphologies and make them compatible with `Jaxley` \n", "- Use the visualization features \n", "- Assemble a small network of morphologically accurate cells. \n", + "- How to use `Jaxley`s graph pipeline, which offers interoperability with `networkX`. We will:\n", + " - define morphologies via `networkX` graphs.\n", + " - export morphologies to `networkX` graphs.\n", + " - import morphologies using `Jaxley`'s graph pipeline.\n", + "\n", + "Here are two code snippets which you will learn to understand in this tutorial:\n", + "\n", "\n", - "Here is a code snippet which you will learn to understand in this tutorial:\n", "```python\n", "import jaxley as jx\n", "\n", @@ -20,19 +26,41 @@ "cell.branch(2).set_ncomp(2) # Modify the number of compartments of a branch.\n", "```\n", "\n", + "---\n", + "```python\n", + "import jaxley as jx\n", + "import networkx as nx\n", + "from jaxley.io.graph import swc_to_graph, make_jaxley_compatible, from_graph, to_graph\n", + "\n", + "graph = swc_to_graph(\"tests/swc_files/morph.swc\")\n", + "graph = make_jaxley_compatible(graph)\n", + "cell = from_graph(graph)\n", + "\n", + "graph = to_graph(cell)\n", + "\n", + "pos = {k: np.array([d[\"x\"], d[\"y\"]]) for k, d in graph.nodes(data=True)}\n", + "nx.draw(graph, pos, node_size=5)\n", + "```\n", + "\n", "To work with more complicated morphologies, `Jaxley` supports importing morphological reconstructions via `.swc` files.\n", "`.swc` is currently the only supported format. Other formats like `.asc` need to be converted to `.swc` first, for example using the BlueBrain's [morph-tool](https://github.com/BlueBrain/morph-tool). For more information on the exact specifications of `.swc` see [here](http://www.neuronland.org/NLMorphologyConverter/MorphologyFormats/SWC/Spec.html)." ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 70, "metadata": {}, "outputs": [], "source": [ "import jaxley as jx\n", + "import networkx as nx\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from jaxley.channels import HH\n", "from jaxley.synapses import IonotropicSynapse\n", - "import matplotlib.pyplot as plt" + "\n", + "from jaxley.io.graph import swc_to_graph, make_jaxley_compatible, from_graph, to_graph" ] }, { @@ -640,7 +668,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -671,7 +699,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -709,7 +737,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -746,7 +774,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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\n", 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", 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O0zF+/Hhuav6XkJyczE3UadOmIT09nTvBmDBz3lZhx1urFPzhhx/48XPmzLG4MOh0OjRo0EB2fsbEw1C2bFmrloo9EB0dze/TrFmzzK6hYsWK/Njp06fDzc0N1apVk/EAPnr0CAEBAfD29pZNWjlFru7hMzIyeNcPIkKbNm3+36zy4eHh6NWrFy8VleL999/P8iF/XTFt2rRsKXRWwpJ0Lly4YPE74+PjZQ7A8uXL4+HDh2bHsKw9JoUKFTI7lzSzbuXKlXa/P4IgoG7duiAivPXWW9i3bx+nzWLi4eGB9PR01KlTR/a6dGvLnLpEZFedeC2cdpcuXeIX17lz5/98VlNmZibeeecdEBHGjRsney82NpZf638pnZYhIiICJUuWtKvSExEePXpk9XtfvHiBPn368OM7deqE5ORkzJkzh6fzmsrcuXNl57h//77Mqvj000/tfn/YSu7p6WlmbUjl7bff5n+3bNkSu3fvlp2nc+fOICIMGzbMruN7LRQeAH755Rceuy1btuxrn2qq1+sVnUjbt2/n3uiAgAAzpW7fvr1DZm5nIi4uDhMmTEDv3r1RvHjxHCt7YGCgTfciNTWV96sjIu4kVBLT6Ed6ejpWr14NImO+v9S0tgc2bdrEJ5NChQrxsdSqVcvq9U+ePNnsXGXKlAER4dChQ3Yd42uj8IAY3mHK8jryl0tx+vRpuLq6om7duvw1QRBkZuXmzZvNPseYYfr37+/M4doFgiBg79692Lx5My5evIiBAweib9++iIqKwrBhw9CxY0fMnz8/2/v4IkWKyL4nKioKY8aMQc2aNdG5c2ecPn0aK1euREBAADQaDSezUJK6devi2LFjsvOtXbtWMVpQrFgxu9yXpKQk7oQkIr5/z58/P8aOHctDm0WKFMEXX3xhNo58+fLJFo/o6Gi+1bF3BOu1UnjAWJTRs2fP3B6KVTCmFqnCb9q0if+IFy9eNPvMzZs3QSR6rv+L25Z9+/ZZVVwPDw906dJFxoZjqzCsX7+e595bEjc3NyxZsgSXLl2STS7du3c3C+8dOXJE8fNEIr12TqHkuGQm/fbt27k10bx5c+5A/N///md2/L///svPOXHiRBARatasmePxmeK1U/gzZ87wH4XFT19H/P777yASucwZWEcSJU5zwPhDtm3b1kmjzDni4uJw5coVnDlzhicL2VtmzpwJAIiMjORhusqVK2Px4sXo2LEjDwcOGzZMFnJj6bJMeU3DW3q9Hu+99x4/pkuXLujWrRvmzZsHIkKHDh1yfH/mzp0ru5a8efOibdu2OHXqFCZNmsQVVxotSEtL46W6hQsXBhHhp59+4veAFSNt2rQpx+MzRa4ofHJyslX+NpaF1aZNGyeOKntgK3yDBg0AiBEHDw8PEBFCQ0MVP8Mevv+Kdz4tLc0sBdXe4uLiwpW0X79+IBK98NKV+vbt29i5cycEQcCDBw8sOg21Wi20Wi2qVKmCrl27onz58iASq/mk2W1r164FkUjAyXD37l106NABPXv2hE6ns9m/IvVhfPPNN7zxBmCMxqxYsYK/JggC9u3bB0EQkJGRgTFjxoCIMGjQIABGssyaNWs6pLLO6Qpfu3ZtEBH27NmDxMRE7NixwyzOeOPGDX4TT5486ewh2gRmKrJc+D179oBI3LcpZY09fPgQRKKHODdTK7ODCRMmyBSzRIkSmDBhglm6aE5lxYoVmDFjBv//n3/+sToug8GAdevWIU+ePFYdd0waNWok+/yiRYtAJEaEAGDjxo2Kn+vfv7/Vsej1eu4bMM2eYzX4Li4uPAKxbt06fm4Wn1+1ahWIxGQcaWLQmTNnsvdj2QinK3z9+vVBRBg9erTswTHNeGIz3QcffODsIdqE+Ph42djZdVnaFzKKZtOH73WFTqdD0aJFucmt1+v5RDZ48GCbFLlu3boYMmRIFse5w93dg/9vGsa0BampqcjMzMTDhw+5uW4qrVu3xqZNm5CZmcmPadeuHXbv3m1WLyAVX19fi2m/x48f58dIV/bMzExuXbCwGsuuZDJ16lQAwK1bt0AkZuSxLUCePHkcFsFxusIzmmNTKVu2rMyRJaVEyq18c2s3nbHVuLq68r81Gg3u3LljdmxCQgJPD7XUkfR1w8GDB7nFIn2YAeDJkyc4c+YMnxCYzJs3z8yB1aFDB7Rt29bk99aAqCqIpoIoHkQH+CLwKg/6ixcvMHDgQJsmoYCAAF4XIHX4FSpUCHq9Hs+fP8fIkSNlvgK2v5ZC2mfOdFFas2YNiMQU5Li4ONy7d0+WSt63b1++p5dSYDPmoDVr1mT7HtgKpys8a8VLJMYn58+fL2Mk2bJlCz+W7Y/27t3r1DFmZGRg+vTp+PDDDy0+gIsXLwaRuNdie89OnTopHjt16lQQickWuc14Yiv+/fdfdO3aFd98843i+9KIBBGhRo0aAMQHWHmPXRZEX4HoDxDFgAgSycTIkRNeeawsoUYqY8eOlT1rRGSWyq206Fy5cgVXrlwBAPTu3Zu/ZwrGA+Dl5YVbt27x1/V6PU+qmTFjBgCgR48eICKUK1eOc/lJIQ0zOmrvzuB0hWdeySVLlvDXpFVZAQEB/PX+/fuDSCQrcCbCwsL43vDmzZuKxzAlHzNmDE+y+Ouvv8yOe/HiBZ/QbC3++C9AyhNXpEgRGUXVs2fPQFQURJ+B6FcQPTJRcKk8xJdf5ryGok6dOqhatSoOHjyIR48eoVOnTmYKHRwcjAMHDqB3797w8fGx6ItwcXHB8uXLZRWCN2/eRExMDDIzM7FgwQJuHbAIAwPzB+TLlw+xsbEYNmwYP8e5c+cUx862r5aeIXvC4Qp/+/ZtmeOjZ8+eICL873//kx136tQpftFLly4FAFy8eBFEyt1AkpKSHDoTsj35r7/+qvh+w4YNQUQ83dPLywsJCQlmx7FCmXfeeec/s7rbCraSzZo1C8+fA5s3A/37A2XKKCl2GoiOgui25LVF2Llzv93HpRTnlprTUqstq1WfCYtWlChRgr/Wr18/2W+akpLCrZuuXbvKPm/JUkpKSuKWiFarRZcuXRyagelQhT99+jTPGOrbty+2bdvGPaQsFs1SaAVB4K2IiERmEEEQ+N5XWlzx6NEjeHt7o0SJErxM095grKXMLDMFK5BgPgml2Ht6ejov+li/fr1DxplbePFCBz+/7iCahTx57ikouB5Ep+HpORtETUD0PojCXr6XAiJxVZPmMdgLer0egwcPtugvkuanlytXTnGFL1SoEN5//33ufDOVvHnzyhRTyvzj6+sr8w/MmDHDohJL2XHZeR0Jhyp8VFSU2Y1i4ReNRoPNmzejdOnSuHbtGgBRkaXHRkZG8pVUutL++eef/BhHga0SlsgKmH+BOa6UUoFnzpwJIrHePykpyWFjdQbS0oDDh4Fx44DatQGt1qCg5FdBNBdEbUHkh4YNG76kvOrzcoUHiO6ByDixf/jhhw4d948//mj2DHp4ePCFQurVN63dZ97527dvY//+/WZOyv3793NFnj9/vtn3dO3aFREREVbHx1Kx2cJoWitvbzjcpGd7XamwEkVmytSoUYPfOBavJiK899573DSaM2cOPyf7kaRprfbGsWPH+A/x9OlT/np4eDgePnwoczRqtVozZ4w0r94RZZiOhk4HnD0L/Pgj0KwZ4OmpZKbfA9FyEH2M6tXl+e0eHh4oVeodEC2THL8TRHllxzmCbUYKQRDMzGsiYxZbWloaT+X9/PPPFY+RYt68ebLf3s3NTdEXYEtzzMTERF4wxhTe0aQoDlf4Z8+e8ZCEUlEFc45JmVvPnj3L32eEBevWrePvjxgxAkSE4cOHO2zcBoOBOxh/+eUXAGJ8lV0L+4GIxGiDKVjevIeHx39idRcE4No1YN48oH17wM/PXMELFgR69AAmTgwHkTHDrGrVqgDETrEnTpzA9OnTQRQConMvP2sA0ViI4Tj57++smoIrV67IQmNExnAv655ToEAB/Pvvv/z9cuXKKVZtpqamml2HdDtAZL2+n+HQoUMgEuvmGbuui4uLQ++JU7z0jDRB2rCAVY2x4oIffvhB8TPMqbJhwwb+HisxNa13tjcGDRoEImPaI0s4MS3umD9/vtlnmRXSpEkTh44xJ7h/H1ixAujWDQgKMlfwvHmBDh2AhQuBGzfESUGn08nCSC4uLti3bx8/p0jt9AGMobcYEDW3qCAsBOYM3LlzR0bDxRxpOp2OK+ry5cvx119/8WMs+V5iYmJk11GyZEmEhoaCyPbW39u2bQOR2OKKJeAQEXr37m3X65bCKQqfnp7O88xZsoKpFCpUSOaJf/ToEf8MEWH8+PH8PTZTZ5fJNLuQpssOHTqUWynM886sE6U8AeblZymUrwMiI4Hffwf69gXeestcwb28gObNgZ9+As6dA5SCCqxbC5EY5lq5ciXCwsJw//59JCengmjMyxUdL1f44lbTXx1RIGINL1684N/t6urKy0+lyUEbNmzAqFGjQCTWzFvilbt8+bLMau3VqxeIbK9y27BhA6Rb0zlz5nCrcM6cOf/tXHr2oLCbIl3d2Z5oz549ss9IwystW7bkr7PqqQcPHjh0zDqdzqyOeubMmfxhYKa9Kd0Sq6TTarVZMrk4EnFxwLZtwJAhQIUK5gru6grUqwdMmAAcPQqYJNSZ4dSpUzJiB7n4w8Njv+T8y1C+fDUz2ilT+f77751xKzjS0tLMtpa7du0ya3Yp9Z43bNjQYnqttH0Wk6y4DuLi4rBt2za+KHz88cfQ6/XYvn27rN2VaQjRHnCawksLB8aNGye7Qcx5x/LQnz9/jn/++QcnTpzgx+TPnx+CIMhMKUc6fARBwLFjx2QOmT/++AOxsbE8BZKIMHLkSP4Zg8GAWbNm8f396NGjHTY+JaSkAPv3A6NGATVrAlqtXME1GqBaNeB//wP27QOy41o4e/aszOJiZayiVAbR3ZffkwaivlaVXCqff/65426IAgwGA6pXry6bsFmmXGRkJCZOnAhvb2+cO3dOtjhZSolmVqBU2rdvr2jSX716FXv27OG+oazEEpNvTuDUTLusqH6IxEIUtrepVKmSjGV0z5492LVrF7cKHAlWyMAkT548AMBbFBGJ+/P4+Hh8++23GDJkCC+HJCJ88cUXDqfpyswETpwAJk8GGjQA3NzMV/G33wYGDgS2bAFyUpLALLQGDRpg/fr1ePjwIfbs2YN582Lh4pL+8vsegKh6lr+xdLI0ZadxNFhZMxHh9OnTipWL0tqNvn3FyatcuXIWW1CZ1sQTiY7M27dv82N27twpc/RaE+ZPMPVr2QNOVXhp/NxSTXPZsmVx7tw5voqwcloisbqJtT6yFz2REkwrm5hERkZyE9/Pzw+7d+82O8bHxwc///yzXUyxFy9e4NixY/xcBgNw8SIwcybQqhXg42Ou4EWLAr16AWvXAvbcTTAnK/M+Z2SIEwn7Xg+Pf0AUgODgYIukkqaSVRmsI/D111+DyHYCy6dPn/Lx/vzzz4rHCIIgC9WxLUOePHlw4MABXLlyReborVq1KvcZdO/eHbdu3cLp06eRmJiI8PBwnr/x7rvv2vPSAeRCLv3Tp0+5E6d5c2XvLXu4iEhmUru4uHASCVZe6AhIecdCQkJ4+eQff/zBf1DmxJPKqFGj7MohXrVqNRCVxddf30HnzkBAgLmC588PfPQRsHQpcOeO6El3BFi05P79+3j0CHj/feMYevS4CyIt/P39eQaiLWJL6MreYEwzy5Yts/kze/fuxeLFiy3u4wF5oQ0RKdJ8NW3aFJmZmRAEAcWKFQMRmbHVAsYENBcXF7uHdB2i8AkJCVi4cKFFpxpr+ePm5sZpn5S6jbq4uHAziKXd2sJjnhMYDAaeL8326mzPxcKBptaJPU2viAhg0aIkFCiwF0pFJ3nyAG3aALNnA5cvi6u+o5GWlsavdefOJAQGGsN27Hk9ePCgLGtN6udgMmjQIM42Q0SyKjNngaXS2pMk1ZS8lPk3TPP0X7x4AUAsL2bPt6VtAqPvOn78uN3GCThA4Q0GA9+rBwYG4vz582bHSMkVhg0bhpYtW4JI5ByTpjdqNBq89dZbICKz1EVHJbOwBgB58uTh3ODMRDVNvaxfv75ZZ5PsIuuik3TUqpWCKVOAU6fEfbuzceHChZfXPBJarQAioEoVMY5/9epV7Ny5E4AxFGlJVq9eDQC8EMVS9ZijkJyczBcWe7IOSZ3LRHLOeamworDLly9zS9YS2rVrByLCggUL7DZOwAEKf/LkSdlFenh4yFroMEhphaTOLilvOxHx4plVq1bxfZCbm5tVhRcEAYcPH872CjJr1iz+vTNmzJDt30wlf/78iI6Ozvb9SUwUV8Xhw0WlMVVwUaHOQCSHaAoiT9SpU8fuPcayg1Wr/gDRFj7GXr3EiABgmyOWCUsxZok7zm6dzNKllTrS5ATMsde6dWt+rWyxkIqXlxeOHz/OM0UrVKhg8ZysrHbUqFF2HavdFZ6R/b/99tuyaiWljKqff/7ZzAxycXFRbEA4e/Zs3hG0VKlSVk0dtk3o0qWLzeM+ceIEn/0rVarEwypKIZQRI0bYfN60NOCff4xFJy4u5kpesSIwbBjw22+JCAoSGxD07dsXV65c4daFUjafM3D9OlC6tJhI4+pqwNKlcj8BI3dgYi3JZvny5bLPKDHJOBKMo++jjz6y63lZIdXBgwf54jVt2jQe0XF1dVVs2GGNNZcV/XzyySd2HavdFf7u3bv48ccfce7cOdy+fZtfXPXq1Xnm0KNHjzB+/HgsXLhQkU9MGu9l8t577/GJgE0OGzduVBzDtWvX+OdYJZ41JCYmyr5L6pxhqwKTrIoibCk6KVkS+OILYMMGQFpzwxw/LAT09OlTNG3aFETmdQPPnj1TjAQ8fvzY4r4wu9iwAfD2Nnr/lXgVnz9/bsYsY0lYxSNrx9StWze7jNMWpKen8xCvPVmDpdyGL168wC+//AIisYpSp9MhOjoaBoMBly5dgoeHB7RaLRo1aoQFCxYgPj7e4nkPHDiAggULmvFG5BQO99LfvXuXZ8bt2bMHt2/fluXU50SsmdRdunThK4619M3IyEjZOb29vc2Okb5vXhUnFp3Mny8Wnfj7KxedfPIJsGoVYCk58Pjx4zycc/r0aQiCIAtJ9unTB4DoQGPNCZs2bSqLGe/ZswdarRbFixe36lHOCpmZwNdfG8ffpAlgbfciZbc1FWnDRMZAzMKZVapUeeUxZhcsJOzj42NXjkR2XtY9Jz09nVtlR44ckR37+PFjm7eBBoPBIUQYTgnLMeWzt2RFMimdWJo0aWKWmccq2qTSsWNH2TFJSUl8wiISG0BmVXTi7y8WnSxYYCw6sYbo6Ggex+3cuTNWrVolS7EkEmOy0jxwInHrIc23Zmme1apVy/ZvxBAZKabbsmsZPVq0WiwhJSWFe6OlHV6ZySo1+f/44w8ARqdVYGDgK48zuzh//jyGDx/+SgVX8fHx6Nevn2LtBiuoGjhwIH+NWWrZ2fo5C05R+LNnz8oSE+whpv3IlPD06VNZrH/y5MkIDw9X7O9FJLYHMvUN/PbbbyAKhptbLxCtQEBAvJmCe3kBH3wATJ8O/PuvctGJJej1eh6lKFmyJI9KEJlHBZgDk0jM6TdtZ8VCOdu2bbN9ABIcOyZaI0Rieawt7dOZw8rHx0c2MRKJvhb2PhFh8ODBABjnnfhaTqMczgBbsBo3bix7XRAEfh1SzgPxmXFMq6icwmmJNxERERgzZgxGjRqF0qVLZ6nQWaUh2tqu6cmTJ7zYxVqTQy8vLx6bZUUn/fqlIV++SDMFd3UF6tYVi06OHMm66MQSMjIyeAKPh4cH92f4+PjwdtOWRNqLDJBXgWU3ZCkIwJw5RodixYpiEo8pWByZYfv27TJllo6PJZ5IJy3Gya/X6/lrUnKR3IRpXwRADEdKQ2ymxV2sSIqIZHyGERER/Bl+3bgQHK7wSUlJ+PXXX7Fu3Trs27cPrVu3xjfffINbt26hV69eGDp0KKd8zo6YejjPnz+PHj16oHTp0ujVqxfOnTuHgQMHwsXFBW5ubhZjxBqNBr16fYXffnsmKToRTJTcAKILIJqJ99+fDIVnI9swpVZmFlCNGjU4Wy+R2FRTqVuqtE0SYCziCAkJydY4kpKArl2N1/rJJ4BpTZK0kowVkUipo0JCQmSre968eREVFSWrPWcSHh6O6Oho/r+SojkbGRkZfJKSTmofffQRH6dSchWrqFPamrAS7tzIJrQGhys8qx23JHnz5kXTpk1tLixg4ufnB0A0q6RUwJYkODgYW7ZseZkn4AqiOiAajzJlHsPdXSnhJRREi0HUCUQBPAfAHk0C7t27p8iWWrJkSVl+grR0VNoYgUiMVEh9Eh988AGICEOHDrV5HLduAeXLG62WBQuU/Q2mk5Ol1kxs0urXrx8aNGigeExiYmKu7OGt4cGDB2BWFvML3bx5kz+TSszFaWlp3Io5fPiw2fssxdhSJCm34BCFf/jwIY4ePYpdu3bZXEhhTZTi8owvnlXPERF69OiBVatWoU2bNtBqtXBxccHatWtRsmRpiJ1ORkCr/QtESWYKzopO5s+Pg6dnaa5U3bt3x7Rp03ippD3SaFmXWSZlypTBgAEDEBkZyffzbL/L8PTpU56+yfbyhw4dAgDs378fRGIOg60cAVu2iGm6REDhwmLVnTXs3btX8bc5ffo0z5xj4dKTJ0+a8Qh069aNJ0KdP38eRGLK8uuAO3fugEhkm2VgRVqWSDbZdqZYsWKKERHmQDXlrc9t2F3hT58+nWMFz0pKly4NQAyBMLNR2tNNEIA//7yB776LQOfOgJ9fpsIK/hxEm0DUH0SlUa1adbRu3Zon99SoUUNW3sr2qGPHjn35HQJ27dqFmjVr4rvvvoNer7c5jMKSU1xdXWWrR3JyMt/HS/MHEhMTsW/fPh6qYav5mjVroNPpuE/EltVdpwNGjjTeh4YNAVu30dJMsrfffhsRERF48eIFwsPDsXTpUv66IAg4deoUpkyZwlOog4ODebMKNnk4MyxnDWyF9/T05K8xolVLFFesHoTRn5mCJd3MmzfPIWN+Vdhd4aUUSJ6enmjevDnGjh2rWExhq5h6f4kIO3bs4Hus/Pnz4+LFaPzyC9CzJ1CkiLmJniePgLffvgt391Fwda0JIo2i5cDEdCU35alnfHem0rdvX4vdagC5eSxtqwUYMwRLliwJQRCg0+le0jyLx+/atQsAeB+1b775Blu3bgWRaE4rNcKQIioKaNTIeE/+9z/rITdTxMXF4YsvvkDPnj2RlpbGH/oJEyZwdiLWkZUhLS2Ns+Sw1Y51ralcubLtX+5ASHPsIyIiEB4ezs15UzYjQKwFYVWcStVugHGBcASJRU5gV4WXPsynTp3iK5608V5W0rt3b55YYlm8QVQARF1AtARFiiSbKbi7u/hwT5kCnDxpXnTCVsvQ0FAMGDDA7Dvc3NzQtm1b7Nu3D3q9nrcDmjx5soziSknq1Klj8R6JjK7mXWQfPHjAJzYWr54yZYrsvCde2t0s7FOrVi3u0Gvfvr3V3+bUKdF0p5cVdy+/IkdgOeEfffSRbOt29OhR2XFs9Q8MDERKSgrnOwgODs75IOwEloX3999/c5+QpXp0to0sUKCAxbDi8uXLQSTm179OsKvCf//99yBSbvF88+ZN3jpKKocOHTLb50+aNMlKWGoPiEy96CKdU61aYqLIwYPG4g5LuH37dpZ8a0yCg4N5xpi0jLdVq1YAxGy9oUOHyjLj2P5aitjYWO7YkpJyAsYa/MaNG0MQBGzfvl32XdJefGxilVood+/eVbxOQRBZZxkbTrlygBUDJFtQmiiJxGxFaT6DTqfjNQl79+6VpTKbhvocBWvbLZ1Ox9O5T548yX0kfyjMioIgcHPfGk06a7bp6MYS2YVdFX737t3o0KEDfvvtN8X3TZtSMM63pKQkqzFyucTJFF2jAcqWBUaMEDujSHoaWoWUfYfJ1q1bzaIFppTUUtFoNKhfvz727NmDsLAwAEClSpVAJPYgk8JgMPCss/Lly8s87I8ePeL7+pMnTyIjI4Pvy7t06WLGXioIgowYxJLZmJws8size9WlC+wSUmSQVjYyhZEWifTs2ZMfy5pBsImObfFM8wnsDYPBgFWrVqFixYoWc9dZHwRvb29ehl26dGlF1liWFuzt7W2VP/7x48fYunWr00uAs4LTEm8Aeflp9+7dZbPumTNnbFT4htBqr5ut8Ew8PYGmTYGpU8ViD0t71MzMTBQuXBidOnXCo0eP8M8///C2VlJp3rw5du7ciXbt2iFv3ryKVU9Eoud89erVsl5lCQkJuH//PgwGA3/gNRoNzylnGDJkCIhEvrjIyEge0ipQoIDFxA2pdRIXF2f2/t27QKVK4j1xcREJM+ydms26qw4aNIhbaSdPnkTVqlX52Fghz6+//sonBIPBwPMipJOCIyCdPC0VzbAtR4sWLfgW6ccffzQ7zmAwoFq1aiCSk5f+l+BUhc/MzJStZFIIgsBXx6wkPj4ea9eKKa1EIs1Tq1ZAoULmE4CfH9CundhR5epV5YdeEASZs9FUFi9ezI9lzQayI9ISW9OY7q1bt7jpLiXI1Gg0Zk496WeYOe/m5ma2Pdixw1jEExwsUlDbAxEREVi7di2fqFl5M6NrYl12pJl0DRs2BCB2a2GTwqlTp2TJVomJiQ5NwGEOxa+++srq+9L7r2R5MAepr6/vK3EhvA5wqsIzZXF1dUXt2rXRrFkznDhxAjdu3MCyZctAZEp/rCyM6fTKFaBUKfHB9vAAVq4U96eLFgEdO4oUTKYTQGAg8PHHwPLlwL17xgkgNTUVHTt2tEjowFpdJSQkKG4/PD098fbbb6NVq1YWU4dNHXWxsbF8MpDy+Hl6eppVWjEYDAaUKVNGdl62Sur1wJgxxmutUwd48sQ+v110dDRPFnr//fcxffp0WUsw04mRxbGJjMU8LKz3888/y3qiv/XWW/Dx8TFbBOyFhQsXgsgyPwIjtmSO5Xbt2ikex3Ik/qurO+BkhWczqRLBH5MxY8bIGHCU5P79+/yccXHiCs4e8i++MO7j9Xrg/Hmxk0qLFsbabqkULy52YvntN7FSDIAiW0mJEiX4ysZCdNJiFiIxBg2IFsO9e/dw8OBBWTgyf/78PNXSYDCYfY+7uztmzJhhtZ49NjbWbGy//PILnj8X6+/ZdQ0dKjLL2guZmZlm39u/f38++dWuXRvFihXjmWU6nU527OHDh3l0Y+DAgUhMTMQXX3zBu68QkcNYfRj5aNmyZRWdd506deITE5EyQSoLJbq6uuLGjRsOGacz4DSFT0lJ4UktTBi5AxM/Pz+bauVNfzSDAfjhB9GBRwTUqAEohE+RkSFWhE2cCNSvr8zjXr480K9fOipVGg/TTqeMkfbq1av8NcaBx8xw6WTE8P3338ucgb6+vorMMEo95k3BKLSlTrt+/VagWDFx/N7egKNa0UubiZgKiz7kyZOHO7NSU1N5uCsgIICnWXfv3p2fk/HBubm5OWbQEBOXmFNRWgATERGBa9euoXHjxiAykk7u37/f7Bws58NSos1/BU5TeLZnYw862089efIEN27csEhZbSoBAQEWv2P/fiOVc0AA8Ndf1seUnCweM3IkUL26ccJgotUK0GjOgWg6iD6Av39hnkbJHpKmTZtyhxSRZfqkqKgoq9fl7u5uU+MKxhbTtWtX1KhRE0T9oNFkgEgkwbSB4OeVodfruWNTat2w7EA2oTOyRkC0SNg2rXz58iCSZwSyFb5BgwaOGziMq7h0H8/8NtI6fm9vb7OuMTqdjqcPOzqq4Gg4ReFfvHhhxjXPVktBEMwKQ6yJVqu1GlN9+FCseKOXIbspU2ynco6NBbZuBQYNEuPVpqs/UQbKlXuGSZOAjRsfg0icvEJDQ7kiEpHFTDtTuqzu3bvzJJratWvbNEbW2njQoP+hUaMwPrbKle/BCmOS3WBKUioVNpmbJpuw62bOya+//pq/N3nyZBDZ3hjiVcGsk+rVqwMAlixZwq0yad6/UufW48eP80nOEQ0enQmHK7yUJIBIzA7buHEjLl68iIcPH/Ksq+yIktksRVoa0K+fUVHbthX3+tnF48fAunVAixaRIApXmACSQLQXHh5jsWTJWTRvLjp1OnToYPHB2LJlC78ODw8PTkdsWixjCaKDqQSCgh69nNQMIPoWISHFZSurI8EqwaTkFtIJnYhkTMUGg0EWrmzevDl/j4XBFi5c6NAxR0dH8wln+PDh/O8xY8bIxj158mSzzzLOAnsTSuYGHKrwgiBg9erVVnPWTctE27dvn6Wn3pSIwBJWrRK990QiceTly692HUZe9lIg6geijQgI0JtNAB4eSRDpnL9Ct26TLIYApQ8/k19++cXqGO7cuYMlS5YgMLAXiGJBBBQoIKBfv40y34gzijWYkrDmIERGRyzLD5gwYYLsM6xfIDP9GVg8fvPmzQ4ftymvQJ8+fXipL3M+Mo59BmkTTaW24P81OFThWTjE3iJNM80KFy4Ye6F7egIKpc1ZIjY2VjYxiTnhabhyBRg3LhbFi1+FRpNoNgEEB+vw6afAmjViRxmGqVOnml3TzJkzzcosDQYD9uzZgwULFsDV1R1EE2HsvX4GREXNzqPkcLI3bty4wSdl0+xJttetVKkSdDoddDod/vzzT7MQXsTLG8IovRzdVPLUqVOykOvUqVNhMBhkzUpbtGghq//YuHEj/93btGnjEFJJZ8NhCp+Zmcl//C+//BLHjh1DdHQ0jh8/joyMDBmbaXZk7dq1FvPGLSEmBmjZ0qiIX32VPVoqFqcNCgpCVFSUYvZbbGwiTp8WowW+vmchtk2WTwClS4sdZtav16NHj6/Nrq1FixaydM1vv/325Xv5INYQsHMtBpHcCmJW1L59+7J1b14V7J4QGT30bJVkEYktW7bwPmlEJIu9jx07FsnJyfz/rLZpOYG0YyyTsLAw7j9hlsnTp08xbdo0tG3blsfcicTakKwqEf8rcJjCsxpjd3d3RYKAu3fv8oe0ZcuWNufSvyr0ejEcx5Tmvfds767KimJstSyOHj0KIk8QNUWfPpF47z3zXu2iXAbRbBC1hkYjmsRFixbF1atXsWbNmpfXXBVEonNOo0kDUU/MnTsXERERuHXrFvR6PcLCwvhK279//1e+R9lBaGgoL3u1Vm/w5MkTbu5369aNv16gQAFZDF6pn7o98OjRI5l1xqILf/75J/fSa7VaHDhwwGzr6erqivHjx9uFaDMjIwPbtm3jnAC5BYcpPGsGId2vSTFt2jQQUba6jeZE4Rn27DFm4AUGAn//nfVnmKVyORtOgOXLl8vM1Ph4YOdOke+d5bjLRQcXl7MgmgKNpgmIPEDUG66uInlHSIgORFWg0WgU0zrZHtla+yJ7w2AwcJJHKaWVtMpPo9Fwhx6rMmOKxTLvHFlCyrzxbFzMrF+0aBH/Xfv162fGufDtt9/a1MTEVrBkrWnTptntnK8Chym8uMqJ2U1KEAQBv//+u4xIQqmD7MGDB/Hll1+CSPRq2wP37wNVqxrLan/6yXJhibSziD3NutDQFyDqCqJlILqrOAGwv+vUAdasEau0WFjJFCzOr9Fo7MqUmpGRgYULF5rVuDNImVvnzp3L/2bKJBXm5GOKzpxhK1assNt4TcEKfFhHYFZ2/eGHH3JLQzrGAQMG2JU6OyMjQ8boy0qqcwsOU3jG1MLIJqXYuHEjzp8/D4PBkOWKfu3aNd6yysPDw27pl6mpIocdU6qOHaEYx2YTV9GiRe3yvQw//fQTiIxJKxUrtgFRbxD9CaIMswnA0zMDRDvwzjvLLRYBMRNbqWHCq+Lzzz/nZq+lajPG2163bl2eTRccHCxziEmtuXHjxskmBEc5Gg8dOsS/Y+TIkWBbTCLz6FCxYsUcUpsvbaFN5PjwY1ZwmML37NlT0QxPTk5WpKyyJFeuXIEgCNwsPKPU4OwVIQjA0qXgrLVKmWozZswAkfXGf9n/XoGbwoz4okiRIvD2/hAi1x4g1v0vgrf3X8iTx5yTLyjIvAiIKZQSccOrID4+3iwFWCnWf+vWLVlYjllqpjURTMkHDBggS6vOKnvtwoUL+CurtEkTMNpuIpHcVKfTWa3GdETd+p07d8zIXYKCgnBHifTfSXCYwoeHh2PgwIFmHnVBEFCxYkWbFZ7tm6UURPbG2bOwmIvOCCPnzJljt+9jbag1Gg2ePXuGPHn8QPQdNBrG5HMeBQrUlKSvakFUA0QjUaZMGC8Llkrx4sBbbx0C0SeYONE+CTjMD6PRaGRJNko5AydPnuQmurRuwNRkJhLLUFl2pVarxfr16y2a0YwdNiQkxGbHXlxcHF/Bvby8EPmyKool0EilVatWDnEY6vV6PuHVqVMH0dHRnCdAWkvgbDi1Wo7h9OnTVtsKS/fyoaGhAMB57hxF+xsdLRJnMAUaNgwIDb3Px2mNmDK7YJVXZcqUQVwcUKLENf69ffsKePFCrJZjNEn+/v749NNPsW3bNhgMBqSnizXuEyeKfeBcXZWLgAYPBv78E3hVS1Wn02Hq1Kk4efIkUlJSeMGOn58fHj9+DACIiYnB1KlT8fXXXys2nlDyyxARn8CZid23b1/FMaSmpvLutKzdtDXo9XoZPZq0+WdSUpJsDAUKFHCY15z5M/z8/BAREYG0tDQelqxbt67s2IiICKQrxIkfP35s9848uaLwBoNBRnksFa1WK+uvxmbfSZMmcRPYUdDrge++MypNkSJhICqI6tWr2zXpgu0nmzUbzuv5idKg1X5p1tn08ePHWa5ASUnAvn3AiBGChSIgsb7g22/FAiPTzjK2QqfT8a3ImDFjEBMTw51h0t/PVuuNWQ9EhA0bNlj8XqkzcPTo0RZ/i/T0dDMuRNOCJGmTzoMHD77ajcgC4eHh3JRnk5TUcVe+fHkA8iYqJUqUkHWpuXfvHry8vKDVanndiT2QKwovLcAw9ebOnz9f5uxhjRVWrFgBIuewgG7fLjLlEAE+Pon46afT2T7HjRs30KpVK0XeMzE81QPu7jpujpcuLbKtWOJBzw5iYsQioIEDlYuA3NyABg2ASZOA48ezVzcvpSmzh7AJwrQxphQpKSmybWD+/PnNLK7IyEizhqXFihUzO5c0HXjRokW2X7iN0Ol0/DsqVKiA3377zSzJzNXVFUlJSdxhyywh6WQ/e/Zs/p494XSF1+v1nBeOzcbSVaF+/fqyPnCrV68GYHTC5KQVcnZw547YVJEo+5xwKSkp3EoxZTYNC3sMooVc+Vq0EBWURTUGDBhg92t5/BhYuxbo3dvoq5CKj4+YiThzppiKbK26ULoXtadkZbqmpqbySkEiMfvt8ePHnFRFSUx9Dbdu3ZI9bx9//LE9bq8MjOnH19cX1atXlym0dGxSPoPevXubsf0wglClYp6cwKEKn56ebrbCMXPWxcWF99EmEmmdmPeeOX+ICP/73/8AGJlF7R0es4bkZLG5IlOMjz4ysr5mZGQgJibGzLyU1sYXLlxY1vrp0SPAz89IwDl+vLG1NHNOvfPOOw69JkEQCS6XLhWbSBYoYD4BBAQAnToBixcDoaHmE11aWhoWLVqEadOmKTa6zK4ULFjQprFHR0fj119/zXLboNVqzaIJCQkJfNVkJCv2TFISBEFGhsKaSWq1WouNTJmMGjXK7HwlS5YEEVmkOntVOEzhpWGRM2fOwGAwyMIijPiQScuWLXHr1i0zVhwicR/G6IErVqzoqCErgvG6M8dY+fJiE0bG1ML2Y4BozkmvSxpfPnwYCApiXvg4dOwoj2mHh4eDmXu2EGHYCwaDWEU4Zw7Qpo2x35xUChcWO/qsWmXA7NmbsXjxYvz555/o0KEDWrVqhRs3buDbb7/FoEGDsHv37mzv401JTe7cuYMvvvgCISEhqF+/Pnbs2IHvv/+eLwTSPHdT+fDDD2UUVIIg8OYfplK8eHG73MNnz57JnlsWmShWrBjGjh3LV/datWpxX5RU8uTJI/vNHz9+zH0b9ibLdJjCS3uHBwUF8TZKRCTbu7A87ClTpsiYR5iw/mNsD29rX3h74+RJeeeW4cNFha9Xrx4/ZvXq1Xzcj14m6gsCMGOGNJf+Etzdy5sleRgMBm7h3Lt3z6nXJkVmptilZsoUoHFjWOisewdESyB2/pGH3Ro0aKCYZZeVMCxatMhqOTVbNVeuXClTDCKRfsrU4pIuPFIFI7LP9iklJUWRutzf3x+7d+/mz3r37t15TYm01TaTE5JunswKdkQTC4cpvCAIvN2OVJo2bYpt27bBxcVFVnxh2pKYSAzBPX/+HICREtmeCTDZRVSU2HzR+ODPQOPGxi47zDnD+s8lJIimMTu+YsULIPKyyJ7K2G4tpbHmBu7ceYSffjqPTp1C4el5CUTmPABEl8CKgIisK7uSMjPq7gcPHnDroEmTJvjjjz/Qv39/7oz78ccfZVTSbILUarUYMmQIHj9+jOfPn3Olz8jIkHntv/vuO4wePZrTrVlip80Oxo0bJ7uWEiVKoG/fvrhx4wbnDWjYsKGsgEyn06F79+4gIv6bM+LMsLAwPkmwXoL2hMOddtKb8fHHHyM2NhZhYWF4+PAhb4rYp08fAMA///yDiRMncvNISuvMLARpl9jcgE4nNmFkD7u//wVERYn7WvYwh4WF4fp1sSMOvfSKL1kCVK0qsqIyymtTsBCXo+ias4v4+HiFKkY/ELUD0VwQXVVQfh2IToJoCogaQSwCsr5asz5/TJnr1KkjW6kjIyN5huXTp0/x3nvvWT1n4cKF0bBhQ56dWaBAAb5wAEY/i5R559SpU6hduzZatGiBxMRExbi4EphVqtFoMG3aNK7YgiBw56a0F4FOp8Ovv/4KQRAgCAKfMJi1wfJNGjVq5JD6e4cr/P3799GjRw8sWbIEgiCgRo0afPZiqaCmXT7CwsL4TM/2wYwzzpFx+OxgypRbIBJJLwoXFjBlyt8gEh1QGzYI8PERFaBoUbEDDutB7uLiYrFFESvDzYr9xlmQesCDgoJQq1Yt/Pzzz7LGGkRBIPoYYhHQPYUJIBVEB0E0GkS1QGSeiPPTTz/x+noXFxebiCIPHDiAggULwsfHBx4eHsibN6/FEuv33ntP9lnmXGOEo9KKOqm0b98e27dvtziGzMxMbn2MGDFC9h5rZebh4cGTf1iaNrM2AGDt2rUgEtOQIyMj+fv2rNSTwulhOeax7Nevn8y5w9IfGVijQpaVxH6UNm3aOHvIikhISADR2yC6ASJAo9GBaCiqVPmHP+xNmgBMt0ePHg0i0eFkCaym3Ra6akcjIyODe5qXLVsme89699ziIOoDot/g6hqtMAHEg2gHiIaCqOJLJTdmXc6dO/eVx/z48WPe0NRUatSogYULFyI+Pp4rfKtWrbBw4UKL2YBsC2Ip8Wn//v0gEglApE63tLQ0HpYdO3YsALlPi0hsxgGICTZEYsYh27v7+/u/8j3ICk5XeEb2bypFixaVFRVImVKioqJw5MgREInFGc6CNYZS1gnX1TUfmjWLNXuwR4829rWLiYnhjqKtW7daPCf7wb/55ht7X0q2waIiBQsWNIsaxMTE4P79+9wHw2THjh1o1KiR7LXatT9HzZq/QKwCfKEwAWSCSIyPvyofX1RUFNq2bWtlEjKKu7u7Ylux4OBgCIKAlJQULF++nJdkW5qA9Xo9f5ZNFyHmIyhSpAiSk5Nx7do1mSNz/PjxMtOfbT1YFMKaVZFTOF3hTdlNiUj24LCZDzA2TNy2bRtPmiAim/dXr4qEhAQMHz4c9erVs7iPYl1G69Wrh+bNp4AogT/EISFi4g4Dc95Uq1bN6r7s1q1bOHToEB4qddFwMq5fv47Bgwfj+++/V3x/1apVst+wRYsW/D22bTOKG4jqgWgSiC5AWutPL83+BQsWvPJYHz9+bPZMLVmyBEWLyjn/TCvXTCUoKAj79u3D4cOHARhLg4nM1YR52v39/Tk/HyCa+cxrzzL5WO39u+++q9j4U9qFt1GjRooMUfaC0xWexalZPbi3tzc3a0zNGbava9++PVJTU7mJac/KNSU8efKEe4CvXLmieEyfPn1ARGjefO/LVQooWDCFJ7L4+YkpulFRUXx137Fjh0PH7UycOnWK/2Y1atSQWUOxsfEgqg6i/4FoH4iSFVb2hyBaAze3aRg58oSVb7IN7du3R+vWrXH58mXcvn2b94mTSkBAAC5fvoxvv/0WQUFBiuzBTKZMmSKr97hy5QpCQ0ORnJwsi6WbJviwiTA4OBjPnz/njkitViuj7pZCSv31zz//5PheWIPDFf7UqVMyrzSr/2azb82aNQHI2zf98MMPAICbN2+CSHTkJCcno02bNiASnTCPHz+W9Vi3N1hnGUukD3XrtgDRBv4Au7ltxrNnyXjyBKhb1/hgv/feIRBp8e677/6/YD2VghWiLFiwUNbEM18+pdj9s5f36wsQleS/NVtN7QnTUJlU2rZtK1tBs5szID1+7Nixst/0xYsX3KFp2jeQPdOmeP78OY9KaTQaNG3a1KHPiUMV/u+//5bd6BUrVsg8or6+vjLeN2m4hTk72Bbg7Nmz3CRr0KABXFxczMIt9kSvXr24JWKK0FDAy4t1fckE0RBMmzadv5+ZKZbXGh/2A1izZrdDxplbuHMnHV5eA0G0Fm5uzxQUXHTO5cs3Gcw5pyS2dtzJDgRBwPfffy8zlaUi7UmvRIqh0WhQoUIFtG/fHg0bNlT0/hcoUECmmNL6d9NmqaYtwqUwnRh8fX3tfj+kcKjCJyYmmt2o/v3787/79OmDwMBAnD4tVqPFxcXJjg0LC+PMKKtWrcKDBw/w5ZdfYunSpfwYR4EVapgWWGzdCvj6sof6CfLnFx8qJWKOzp23gJmzRYsacPasw4brcERHAxs3Al9+CUlJr1TSIIbfvgMLv7Vp00bGWagkju7mwtqQS8XV1ZVHhaS+CGmnXyLi25TY2FhcunTJzDexdu1abi0YKcWNMnz48Cwp2VjuBYtYNWzY0KH3w+EmPasCUxK2Jy9Xrhy/cYmJiTzTqHz58nwGlIZr5syZAyJ54oS9IW2cEB4eDp1OrCdnD7ir6wkQBfMHyLSO3WAwvNy2vIOCBUWHnru7WLTyX7DsExKAXbtElt3KlZUUXAeiUyD6AUSN0aZNZ1nRk4+PT5YdhIjM69XtDUEQMHjwYDNaNVaFmZmZyS3Hnj17ysasRLixc+dO7kxmYsqPR2QbWWVcXBy3HlhoMCQkxO73QAqHK3x8fDx31EkfCCbsNWmyBaNWIjK2Lvrtt9/4+8yZxyrpHAFBEHjF0ty5v6NxY+nDPhMajfHBUMp5vnLlCn8YoqLS0LGj8fO9e4skmq8T0tJEyu4xY4D33xdLgk2VvHJl4JtvgBkzboLIlz+s77///stzpOHhw4ecyNIWefLkiVOu7/79+2Y57+y7WXGNv78/9xsRicU1ShEhnU6nyMuo0Wi44l69ejXLMbE4fpkyZWQEGY6M0jjFS88SHaQzIXNUsP0O27MzsDZV7Mb+/vvv/D1WkpmTUI4tENlI3oe394uXq3oaiLqYES0oETuyrCqWaCMIIh02K6KpWlWky84t6HTA6dPA1KlighDrwSeV0qVFE37TJmMCUXx8vKyXgIeHhywVmEVfbJXscP3nFJGRkbzdNZHYEQkQ99/Mqpw3b57MurPktE1NTZUljlWoUAGhoaEgEovDbLFcWC+BOnXqICwsjE+gjqjTZ3CKwuv1el4Vx3jCTSUgIACJrNgcYjhL6hFlqYgAOLmjI5hGGQQBGDIkFIwy2tf3MYjKwdXVFVOmTAEz5YnM2zsJgoCaNWuCyJyW+O+/xQYYRGJDDBv7YuYYBgNw5Qowd67YTdfohzBKoULgvfAsLTJS9paQkBAsWbIEJ0+exPHjxxV9NtL7pCTSidwZkLa30mg0nDOxa9eu/PX58+fz0Js1+urw8HDZFoA5CW11RLJWV8xCZC2tXV1dMXLkSIfkmzgtDs9YSqVeSUZEwOqHTePUUtOwadOmAERlYtsAKbmEPZGSIj74RmXYDKI80Gg0WL16NechIxIzt0zNUmbRuLm5KebNR0SIra7Y+SdMMBJh2AuCINJXL1sm0lmzSUYq+fKJ1XyLFok1/ln5Fnbv3s39Lkpi6vSqXbu2Sd69uTg7jTgtLc2sXn/Lli2IiIiQbTk/+eQT/nfVqlUtsupKk3OYZNX6OyIiAkuXLuXFNR07dkR8fDyWLVsm49zr2LGj3UN0TlP4HTt28AsxdeSxh4jR9z558gSbN2/m7K5EYpaUXq9HdHQ0fy3VARvhu3eNTiqt1gBPz7H8+w4fPozIyEjZgyGNr6anp8u8tdOnT7f4PenpIuccU76WLYHY2JyN/ckTsZ99nz5itp+pgnt7i5RaM2aIVFbZmWT+/vtvWc55dnoLWBNWKeksZGZmcs45rVYLNzc3hIWFARBZbRctWoTAwEDcunWLpzoTKW/bALHC0/SaGjduLLNWGQ4fPowFCxZkmfGnZNXaC07NtJPunyxJTEwMtm7dCiKR3UaaDfXHH3/wTqCWetblBDt3Av7+onJ4eSWCyNgvzcfHBwBkbCtdunRBbGwsOnfujDZt2nBGVyLzpAxL+PVXsY01kdjWWkJcmiViY0Ua6kGDRCYeUwV3cwPq1xfJKo8dyx5ZpSlY5lr79u1x6NAhpKam4s6dO0hJSeGFQdmVH3/80al7eMBYnabVanHz5k3FRUP6GrPmQkJCLLYaW79+vdm1lShRQuaIZt9ri7BtwoQJE+x+/U5V+EOHDnHHhBK7DZFo5p87dw5E4l5G2r2kefPm/AcoUqSI3cal1wNjxxoVpXz5WBCZm6IPHz7k1kj+/PllDDdMgoKCsGXLlmx9/+XLQMmS4nd7eAAvI0Z48uQJtmzZwkOWycnAX38BI0cCNWqY01FrNOLrI0eKx9kzEZFtu5QUNC0tjddDVKxYUcZoZE0cnUaqhCFDhoDIdl4FaW6IJV58QRBkFFdsy+Dm5ob169fjxIkTsr3+Bx98gHbt2oFIzEuJi4vD/fv3YTAYuGlPZGR7siecnksfExPDHwhL3PRSb77pnpExgdqrR9fz58AHHxiVZsgQoEePPvz7goOD+XiZk8XV1RVfffWVbFyBgYGYPXs2Yl/RLn/xQnSmsXH06wcUK1YBRPXQs+c91K8vrtimq3j58uIK/+efOd8SWAMz4Zn5K8WhQ4fg4uKCoKAgs35y1sQaNbWjwCrlLHnflXDs2LEs23exlHEmptl2RKL/ymAwwGAwcNZaJW58aWPQeKWGhzmAQxQ+KioKEyZMsFh4wkxArVYrIwUwrUt2dXXlsyULBTELwVIhQnbw77/Gva63N/D772KMtUiRIiAyVlex/5s3bw4iMisLtbS/yy4yM4EBAwAiRnZpTicVEiLu0detE/fszkBKSgq/Vktm7YULF3golVlqpg/8+PHjZXve27dvO+cCJChTpgyI7NuyzGAw8GeEiCxaOKyrLyv9tlZrz+rp7V1rYHeF1+l0KF++PIjEvOBDhw6ZHSMIAl8JevXqxT33jRs3NnMGscQbxmmX1YNnCwRBbMLICBpLl8bLjqwCZ3kJCAjgPb3Zw2vq3W3Xrl2OShkFQfSOWy86MaBGjUQsW2ZsGulsnD59ml+zqV/i5MmTWLNmDQBkST3FstvYROpsKq+EhAS+YEhbUOUUBw8elF0nm1RMhfWGv3TpEois03Oz8HVOCEGUYHeFP3z4sNmFKs1S+/bt4wok7SpiauYz02jlypU87OPp6Wk1R1mv12Pjxo2y1j0MqalA375GhfrwQ2Ob6LFjjR75JUuW4MWLFxYf3vLly7+SuRUeLu7RP/3UyIIrFS+vTBDtBNFkEDEOewPGjk212iDCkdiyZQu/blNYIjRRkpUrVwIA3786OnHKFKyYS6kjTU7AQnjdunXjEwpjL5KKm5sbtm7dyhtzWqNcZ5GskSNH2nWsdlf4X375hV+MlP1EaTZnzRKJjJ5JjUajmKgxa9Ys7hgpWbIktm7datELzgpfTPOZw8KAatVYyA2YNs3YZWXPnj38x2rcuDEvnJCaakyUKugsITpazFSzVHTi4SFmuk2dCuzcGY28eUXn2PDhw3Hjxn14ef3Gj23XDlDgT3A4UlNTMWHCBBmVMoO0GErJCpIKc3qxpoqmXIaOBttK9ujRw67nZc/I0aNH+TM/YcIEDBw4EFqtFoUKFZLF15lY6yLLMha7du1q17HaXeEjIiKwcuVKhIWFISIiQrYisv3K9evX0b9/f4wYMcIsWUOq/FIpXbq0zPtJJM+vl+LevXvcH3D2ZYna3r1Gk7lAAUC605DSaZmardK8fqKsOfWyKjpxcRFz1ceMEbPupFEhtrWpUaMGMjMz8eDBg5e+i75wcRFJNkqVAi5dMuDatWuK6ZuXL192WMmwEhITE2Vtk6wJ40VgD3Pnzp2dNs7k5GQeGbL03LwKYmNj+fUlJCTwsHFgYCAyMzP5li80NBT+/v7w8fFB165dsXHjRquda48ePYpKlSpZrKN/VTjcS//kyRO+B167di0uXryoWETzKmIp5REw1rMTadCmzb88hFWrlpjpxmDKh58vXz6zc0nfNzXjbSk6qVRJnAB27TJuH0zBOOS0Wi2uXr2KjIwMWRfdtm0noHhxZp2kgehTVK1aVdaZhD1shQsXdihNkilYqrGSSPnjmJW3b98+EBEqV67stDGye5M3b94c+X9MwWLwJUqUACD6sFhkSdp5CBATexzVntpWOCUsx0j37Smurq5WE1vu37+PoKByINrNFa9Pn3RI05OlNE1MGHUxQ1xcnMziOH78dJZFJ6VKiSb8xo3GohNriIiI4KHITz/9FNOmTTNLSa1cuTKuX38KkTJK/J7g4C1ITzfeg48++ghEYujSWZD6OUyr0Tp16sQdn0TGltCM3cgRyVOWcOPGDUyfPv2VKMCjoqLQoUMHxRAaY1ceNmwYf40RYA4ZMiQnQ3YInKLwN27cMOsll1PJqi/YxYvAW28ZXipHKoh6Yfjw4fj33385VRYTtnf39/c3iw2vXLkaRBXh7j4SRDvh4ZFupuCFCgE9eojOuOxWNqanp/OClHLlyvEEFyLz8I5oGWkhkkGK3/3++2KTSgDctLZnyMkaBEHg25CAgAC+1WJSuHBhvl8nMia7PH/+nL9mKSz1ukAQBDRr1gxE5kUxer2eX8fatWv568w35YjEmZzCaYk3sbGxWLhwIVauXGkTpXBW/cWstZxas8aYrlq0aAaGDFmV5fcFBATg7NmzsqKTtm2T4elpZKNlkjevGEZbtAi4efPVQ2VJSUlcIXx8fPg1BwYGylokKcnUqVeQN684nsBAYNu2eP5eViwrrwKDwWAWN2fVXUQkq+dmyi6dTIlEajJ2Lvaas+rhs8L9+/fNzO1jx47xUmgXFxfe/YZB2kpNes+fPn3Kr93eiTM5hcMVPjY2FjNnzsScOXOwYMEC1KxZE127dsXp06cxYMAAzJw5Ezt37sz2Ci9luxEEAX/99ReaNm0NN7dVXDELFjwPorycHJDI3Ivs5uaGQYOmYtmyZItFJyJN1T4QjUTTpt/apbLtwoULsnEw52WTJk1klVpjx47lYRyp1K9fH/fvA1WqsH29AKKRKFGiZM4HZ4IbN27w72WhNNYHncg8ESkoKAjx8fG8RFgqYWFhMoVwxOSUXaSlpfHxSf1C0oVJSp/OwH6nsmXLmr3H7oktXXScCYcrvLTiyNJKXrly5SxXdFMpUKAAAHG1EG98MRCdfamgBhCNA5FxdWHdPMX9Y14QdQDRIhQpEm+m4FqtDkRHQTQRIp+6G08WYckjOcG1a9cUr7dKlSq875lGo8HixYv5Z9j+XHrfEhISkJIC9Ool8LGXLXsNdvRJATCPYlhy0rHtyODBg3nylXRizZcvH1JTU3H58mU+MbwOYI5bT09P7heSTshK4cikpCTudzl16pTZ+w0aiIVX9owI2AMOUfiLFy9iy5YtWLFihSLfV3ZFqRXQ48ePAQAbN24EUVMQPQcRkCdPBj74YDY8PDzg5eWFAwcO4J13aoGoOYimg+jcywlBWnQioHp1ASNHAr/8EgUXFzGqUKpUKUycOBHr16/ndc+WGjNkB6ZkiHXr1sWECRMQFxfHvdqmpZFxcXE8vbhgwYIgIvz1118AgD/+2AKiL8HIOsqWBeyQeSzDuXPnzNhbQ0JCEBoaynu8sd/pwoULZk0gevfuzc13VhxlzwKonODu3btgVhYD26JYipUzr3+pUqUUncc9evQAkdgB+XWC3RVeWsPuKClTpgwAICEhCfnzzwbLOa9eXUyuycgANm2KxNdfv0D9+oCrq1zBRbkJooUg6giifChWrBiqV6/OU3sbNGggC20x9tVx48YBEMMvK1euREhICD7//HO8ePHCIkmCKZhzy8vLC3v37uWvSyMC0v1ydHS0bKVgZCKrVq1CRkYGV64+fZaiaFFjbcBLp7jdIGWFqVOnDh48eIDQ0FCEh4ebVXhdu3YNv/32G/dF5M2bl/cRYD3bq1atat8BviIePnwIIjH/gykvI6fYvHmz4mfYAmCpLRi7V6/aPstRsLvCS/nOihUrhk8//RSLFi3iFFevIkpkC/Pm/YICBU5yBW7dOgNTp4pEEqxzq1SKFRNQr95d+PkNhI9PWeTLlw+FCxe22HF0/Pjxsuvq2bMnn7EFQZB1C5FK27Ztre7bpC2zTL3pbF9coUIFCIKAtLQ02fcwOihWIjx48GD8/vvvYOZxamoqoqPFcCG77q+/Foty7IGUlBRMmDABU6ZMgcFg4BWD48aN42Nq37697DM6nY7nE7D6brYoVKpUyT4DyyFSU1P5JHzv3j2Ehoby50LJqZiRkcFp1pRqRQBjaixrA/26wK4Kzxg/WfKIFKzSLCvp0qULevfubeUYF4iNDR68fKj18PAwryorUADo2lX0tt+9a9mTfv36ddnKxUSj0aBWrVr49ddfkZyczBN5xowZY5GXj0mVKlUs5giwPvemFNu3bt3i+3pmqkvbNRMZ216J2xgx3s72ilLiQ51ObGbJ7kW9eoBJc167gE1QLVq0kG3dtm3bJjuOTUr+/v6Ij4/n+2Pmh3kdwIq5Dh8+zNOFLXHEs7BboUKFLDYcXbFiBYhso6t2Juyq8Kz4pF27dmbvhYeH4/bt22bKcffuXbN89e+++05GfCGXMzCWjxrF11esJ58zRyRrzCrRjHV/tUW8vLxQpUoVs9eZ0iYlJeHnn3+WTRxKfeQiIyO5pTN16lTZe8zjy+6dKUOKtB6bpSyziIO7uzsesWC8BNu2iT3uiICCBUXWG3tC2mFVKm5ubvjzzz/5pGcwGPgqv2PHDlm5rbPSgK0RQqanp/PJ9tixYzxiskeBYdRgMPBtiqkVKMUff/wBImO789cFdlX448eP48svv7TY7lYabiIizJ49G4DIM2ZL0wJRzHuOFy4MfP657ZltALB3717Zef38/HD8+HEzB6E0EUZJypUrh9WrV+PSpUsAjHs/05ZBGRkZPMxTs2ZNWR783bt3ufJevHgRKSkpPFHpyy+/VLQWpJOkKcW3FHfuABUrGvP458yxX4mtNGzFJjJpkUjjxo35sey3//bbbwEYe7opecDticzMTEybNg1FihSRpSFLceLECW6BzJw5E0Ri8ZfSfWeru7+/v2InWIbo6GgcP34c9+7ds9el2AVOS7wB5G1/hg8fLnuPcXpnLe/A23sP+vWLRe3alnPXhw0TOeos5T3o9XpUqVIFAwcORExMDLZv324WSiIS20GfOXMGffv2RbFixbhCm4qPjw+mT58uY3yJiorC6dOnkZ6ezrO1XF1dzWiiWCfaVq1a4cqVK3wFKVKkiMXca7ZiajQaTqxgCcnJwCefGO9P165AFh+xCV26dAER4euvv+b1EhcuXODXSmQkfZCawZmZmdzx2KVLl5wPxAr0ej0vv7ZEVLJo0SIQiYVRLEqi5F3X6XScY3HSpEkOHbej4FSF1+v1fAU15ZQXBEGxhFBJpF1jExOB3bvFjigsCUUqLi4iJfSYMWKFnBLRrSAIVrP/Jk+ezI9V2pZkJdL97e7d8qaSLETFHjj2t6urKw4cOKB4H//991+ZJWLJUyy/RmDBAsDVVbwv5cuL5BvZwY0bNzB16lRunaxcuRJExBt+5smTBykpKRAEgY+tbNmyEAQBGRkZvKjkyJEjmDVrFj8mMjJScUtiL7ByaUs8dswXwSYwjUajyNbEKM7y58//2mXQ2QqnKjxrv+Tu7o7SpUujcuXK+PPPP3Hw4EH88MMPXDlMc7JNxVqueHQ0sHkz0L8/UKaMcv1548bADz8Ap06JDi5AnL0HDRrEyRlMhTGPJCUlKSbNuLm5oU6dOujVq5esWYNUmjRpIhtrZGQkT92Ubh2CgoIstirS6/VmPo9evXrZ/BucOCHm/hMBefIAtvJtsuw4psTDhw/HmTNn+GsajUZWmMKck0RiqjAA3qhhwYIF3MPPuPC0Wi2OHj1q83VkB2wFt1SOyyIMLMKkVIMuCAJ3kFrbu7/ucKrCs1i2tZ7cP/74o0WzmQlLurEF4eFibn3PnsoMM76+QJs2cmefKSEhM6/Znm7gwIEgMu+VJ00kSUxMxNWrV2UJKL6+vrxLTUZGBurXry/7vK+vLzZv3my1ClBaeMLEWjtiJTx9CjRsaLwHI0caJz5LkK7aTLp27crDV3Xr1kXevHmxZMkSfryUgHTHjh3cqfvll18iLS0NY8aMwfbt2/kxtuYxZBesJ0JISIjive3QoQOIiD93Sv0E2Dg9PT1xPzd7hOUQTlP4hIQEGbGhm5sbPvvsM1luu63NDV4VgiD2dl+8GOjcGQgIMJ8AAgOBTp0yUbPmCmg0cm6yWy9tYKlZP3v2bNkxSivzhg0bZM0HXFxczOL/Pj4+/PzWwBoQSieSV9lP6nTA//5nvO5GjYCsaN5YvwCl3AX223p4eHDzXBAETlnm5eWFUaNGgUjOOHPs2DFu4TgKKSkp3KkoTaS5fv06/v77b75yswlciT6bWX72ppxyNpym8IydlpnrbN+Znp6O+Pj4LAkQmeTNm9duYzIYxDLamTPFhB1vb/MJQKMJB9FqEPWAi0sxvgqxWHy9evXw119/8fGx5pGmSEhIULweLy8vDBo0iDPzZIXJkyeDSKybZw6mUqVKZem4s4Q//hBNe3oZ7VBIC+eQ+jqkqzez2BgFmZSrLikpiU92pUuXBpG8dpzti6UefUeApbqyfbwgCKhduzaISFa67efnZ8YklJGRwUuVnd04w95wisLfu3dPtsKVLFmS91wTBIFzzdsiWq3W7v22GDIygOPHgcmTgQYNlHngCxWKw8CBwLJlz0GUjz8E0lJJS3zr0qozIsIXX3yR7TEyB9SwYcM4S44lM9RW3LwJlCsnXp+bG7BwoeXQnbX8BeZINPVVsEQbZhkMHTqUvzdu3DgQZc8P8SrYsGEDiAjvvPMOBEHAjz/+CCLROSrtBsw6ykrByC+Dg4OdyiTkCDhc4U33fg0aNMDKlSuxa9cunD17FsePH7dZ2Zmwjp+ORkoKsH8/8Mknj0D0L0yLbsT/z4NoBkaN+gdt237MV31LiR5SXnYXFxesWLEiW2NinVP+97//yWi1g4KCMHHixFeeDBMTgS5djNfWo4flzjWs1Jj5ZIiM9e9siyZNLzad1KUTAsvAtBe3vyVI6xSkpBysNzwTpeIoxkDr7D54joBDFV4QBEyfPt3m0letVovOnTsrVsdJZefOnY4cthlYdEEsq/0QRAtQunSG2eovltUeA9FENGkyyWIvN1OnpC3ZWGfOnMHkyZM5q823336LiIgIjBo1SmZeT5ky5ZWvUxCA2bONuQ2VKolpyaZgHvhSpUrxkBzzvzBO9jFjxsg+w3jsiMSkFTYxsZ51lopU7AnmnGMycuRIXo7MxJTGav/+/fx5zI3WWPaGQxXeGrlhTkRaJ+4MREZG8j2ci4sLihcvjszMTERGAsuXp6BatYtwc3tsNgF4eRnQvDnw00/A+fPGbq3z5s0zu6a5c+eaeakzMzOxZs0aDB8+3GKRj6kcP348x9d75AgQHCxeg78/YJolHBYWxp1gpkrEcg5Kly6NjIwMZGZmYtmyZdi7d69sIr/7ciZhTLKObkqxY8cOlCxZkn//8uXLzTrGdO3aVZYOvGDBAr5Y9ejRw2FbSWfCYQovdXSMHTsWt27dgk6n4yE1FpPNrvz1119Op0ViRIXFihVDWlqa4g+fkZGJ+/fFjjaBgYdA9MxsAsiXT6TGWrBAwJdfzjW7tnfffZeHfARBUAwPWhLmYbaU1pxdPHkC1KljHPvYsfL20tKOsab9/5hir1u3TkZVzioOiUSnrZQA88GDB3YZtxKk/hXphMPi80SEatWqISYmBgMHDkTp0qVlbD3dunWzmov/X4LDFJ6xiHh4eCgqSGhoKN/vSR+ErCQ3UKtWLRCRzYynrJWQq2s1jBgRgXbtjEUscnkConUg6g2ttgSIRG69I0eOyMJ9Li4u+Oyzz3g76l9++QWpqamIiYkBIEYAhg4dCiL77jMzMoChQ43j/eADsfkmIBZDsT7r1mjHb926xb330uIiX19fWYGQEse+PXD//n1ZIhcjD9m8eTOPcri4uMjyAZj4+Phg4cKFdnHUJScnY9myZbmeoecwDWJUxJbiq8ystbVsNjcVnpmp2Wlg+ccff+DatWv8f50OOHNGpLdu2hTw9DSv+NNq74NoGYi6gkhcNVmGH5tAXVxcFIs2mMeekYPYE+vXG0OWxYoBLIIoCAL3R0izC00LoVjtOGP6Ye83btwYzFx2FObPny8bC1u5FyxYwC3QwYMHm/mNZs2ahQhpA4McgqVNO6Lne3bgMA1i3ui3337b4jH79++Xre5K+9Rz585h0qRJIBIdQ85GTEwMH8urxrqVkJYGHDyoh5vbTyA6CSKdggVwBcOGCdi5E1i3TswWq1WrVpbjtOcqkpycjPHjx2Pu3IM8VdndXeQZEATICEjnz5/PFUeJlpxZBCxnna282c0UzA5atWrFn0MiYzUfK96R9nUnEtNmLdW4vwqSk5Nlls2HH35ot3O/Chym8NJmeqb4+eefcejQIeh0uixX9GvXrvHVzc3Nza5dQ2zBoUOHQER46623HHJ+lhBSvXojELUB0WwQXVZY/Q0gOo0yZTZbLAJiSmYPxx2DlDxz4sQ5+PBDo2XSp484DlbtV7lyZR7fdnd3N4tGsESXsWPHyhSNpRvbG6zPoUajwffffw8iY9jQdBtSrlw5hzDosvvBxN7dYLMLhym8tMmgFMnJyWZhOmse6CtXrkAQBE77e/r0aUcNWRFTp04FkXlHGnuBpcoGBgbKuugSFQDRR/D2/hUFCyaaTQDSIqDTp8UtA8vN37Rpk13GFhMTY2bqjh49Bj/+KECrFcdRrRpw/PhjHi4sWLAgX7nfeecd2W/LTOgvv/xSVkLLuASUwCjIs3tNjBWISKSZEgSB+2JMxcfHBzdu3Mjh3TLHpUuXzJqJ+Pn55Wq2nsMU/tmzZ5g4caJZoYsgCFbYbMyFPQysDtlSyaij0LBhQxARFi1a5JDzZ2Zm8tVu69ataNasGfLkyYNKlSqZtJsqBqJeePfdUF7tJhVfX6BQofMg+hpff73aLq2lpZRlUh76uXPn4tAhkUaMXkYffv75AX+4pUpuajITic47ZlK7uLhg3rx5spJnKVj+fnBwsM0rcExMDJ90ChcujNjYWADmlGFEYhKOPU14hvT0dD6Bt2zZEsnJyTxn35lNNE2RK16wZ8+eYdasWRYprKUWwJ07dwAYTctp06Y5bZzXr1/nJqAjmUtYuqxpSuq+ffvg6uqK4sWL45tvvsGJEycgCAIEQaxlX7wY6NTJ2BVXKoGBItHF0qXWOf2swWAwYMWKFbh79y4yMzM5MYeXlxfu3buHiAigShXWesuAoKCfIe0FYM16Y9sP5sCz5LjLzMzkZB+2mMPJycmyVFmm7OxcpmNwVIUe20IEBgYiOjoaSUlJPBRdp04dfpwgCLh48aKiI/b69evZchTbgtxxewO8cspU3N3dZV1T2Q/CbuDnn3/utDGyVa1+/foO/Z4HDx7wlfTp06ey9yzF/aXQ64ELF4AZMywXAYWEAL17A+vWiTH2V4HBYOApsgMHDnzJSV8cRIsl37UXrMbAFmETginxpRTSOPpnn31mMYSXlJQkcxZqNBqzYytVqsTfd1T9/Y0bN3hi0oYNG2AwGHgPPiKjI1un03FW4gIFCshaWd24cYNvp8LDw+02tlxReCmfnCl99cqVK2VUUywja9WqVdw8chZOnjyJOXPm4Ji92R8VwMJF9vBYsyKgSZOA+vWVi4DKlQMGDgS2bgUki2CWMA1zGeUziE07AaIwEFW1cJxc2ENtbR+fkZHBU3CZnD9/XnaMEhNRyZLytluCIHBvPZGRU9GeSEtL41WBNWrUwNy5c2XfySZ2aVSFSMxQTExM5OeR5vjbE05X+LS0NO6AY3FZaU18ZmYmD6UQESdUYLnYr2NHTnvg22+/BRGhb9++dj93cjLw11/At98CNWoAGo1pCbDYxGPkSGDfPstFM4CY5MPi5+ZSBUT3X543FUS9bV7ps2Kv1ev1ssy42rVr49KlSxZbkbu4uJhZDawmgm0ZO3XqZIe7a4QgCDxiERAQIOM3NI0KSBe64cOHm5nuTAfsPSk5VOETEhLMKttYuqi7u7vsx/L39+f7LakHd8SIEQCAs2fPguj1aU9kb7BuLEqNCe2NFy+AP/8EBg0Sue1MV383N5HLfuJE4OhRmBUB6fV6bN68GZs2beINF4ySF0S7JOdbCiLrjMRFixZVHKfpVubu3bv49ddfzTzfpuLp6WlWjPP06VNeistoqMuXL2+3e6rT6TB+/Hi+gLFycE9PTysTpCiDBw82Ox+rMbA3q6/DFJ7xchMRj7lLnSmmP1q7du2QmJiIS5cumVE/6XQ6nvr4urQnsjceP37MVyZn90x/8gT47TdY7J7r7Q20aAFMm6bH0KG/Yvz4SZg2bRpq166NGjVqYN++fRgxYgQmT56MGzduQKt1BdFYGMuJz0KMMig/8N7e3rLxnDlzBu3bt4enpyfKlSuH5cuX44svvuD7/WbNmkGj0ShSm/fr108WGTIYDLIIg1RKly5tl/t379492Xn9/f1BJMb2pb6qTp068a2pVLy8vGS5+izvhEjudLQHHKbwLL7MhHVuITKynLIfm0jkspOSZLCZsnXr1gCMnTzatm3rqCHnKgRB4PfCWfX+yuMA7t0TM+k+/lj09ptOAESxINoKokEgKif7zd5++22J+docRDEvP/McRM1g+rAzYWBZlVnJkiVLEB8fL3tNKW2VNX2UCiMMVSK7yC4SExNlzzOTQoUKYe/evTw8OHToUG6xLFy40Oz4w4cP83MynoEWLVrkeHymcKhJL62BZtK/f3/8/fff8PX15c65vHnzIjIyUnZcSEgIjhw5wtNZFy9eDCJCx44dHTnkXAWrJT9y5EhuD4Xj2rUbmDZtNz766CQ8PPaDKEFhAjAWARGFmPzmxSGShIihO41mLExDd6yhprTvXrdu3XDs2DGMHz8eRYsWhUajwerVq2UZnExcXV0xYsQIXLp0CTdu3OBc/qmpqbKS2DVr1mDFihXc69+mTRvZtb5K+SsjNGXy7rvvYvTo0YiIiOBx/9atW8vObTAYOFMuy0ZkxBs3btzgk4R0ErAXHO60k5pdQ4YM4UkO6enpPBuPNdy7evUqVqxYgY8//lhWeAIYSRf69+/v6CHnGkqUECvmHF0bbiuioqIUVlcXENUC0XcgOgSiNIUJ4C7kRUAeIFoheX8HiESzV6PRIDMzEwaDgTuqmFXHkJiYyKM1L168sEglzsTHxwfly5fn28YiRYrIPOAs5ZatoIIgYPv27ShZsiSqVauGsLAwq11lpGBhQK1Wi1WrVsnq6dmCtkHSxjctLQ0zZ87k4cIJEyaAbUUAI5uQUrs2e8DhCh8ZGYnvvvuON0iUolGjRiAydkW1Bpbi6ggv9usClomVXdorR4H1SCcSWy+1bdsWu3btMuHF9wBRYxBNAdEpWCoCIpoDogWSCeIuiMSY+Hfffcfj0R4eHjYlm1y+fBkVKlRAUFAQgoKCUKZMGfj6+io69Ez9Piy0yPjn2bNlKrVq1cKaNWssjiE9PZ0TeP7444+y9xiTjo+PD2JjYyEIgsyXMHDgQABGrr0aNWrwfAwixyV65VriDWCkepL2SLcEZoY5Mw7vbDCLJ7dLKAHRHGY+lfXr18veY8y5yuILsQhoDlxdrysovw5ELDsvDSIXgDEsayvngBLCwsK4qWwqxYoVw4QJExAeHo6ff/4ZRISmTZvKePmYxWH6WUtVksyRHBgYKKuZT0pK4nX3jFzUlEqL3dPw8HAQic5a1pyjUKFCr3wPskKuKjwruLDE8ioFI7t0VNXa6wDm0ZXSOOcWWA57SEiIGQFEQkICnj9/zn8/JpcuXZJV14mra3M0a7YcYnjursIEAIixezeZ6ZsdREREyDLoshIlluT8+fMDEE3xv//+WzapKXHRZ2Rk8IQa0/54jJK9VKlSSE9Px9mzZ2Vb2yVLlnDTXxAEXjPBkpAcWS+SawqfmprKZ1NLXT2lkGZSWSq0+K8jIiICV69etXso5lUQFhaG77//HvPnz1d839TT3LNnT/4eK4xRlhCIzr11IGJVgM+xcaONPa8U8OzZM9l3eHp6YseOHdwnwiQ4ONhqZaaPjw9WrFjBY/jSdthSCIKAESNGgEiMODHmIUB8rtnqvnr1agiCwPNKmjZtqlgA1KlTJ/497du3dyh3Xq4p/LVr10Bk3lbZEtLT07mDxHS/pML5uHLlCleeDz74QPaQpqamysx0a5InzzdYtOhmjsfTu3dv9O7dG3fu3MHFixdlWW5ShQ4LC8OsWbNQpkwZ7kNSkiFDhsgSZo4ePYrjx4/j+fPnMt/Gxo0bZeNYsGABt4zu3LnDc0rc3d0t7sulVpGj22fnisKnpaXxtFpbKJoZ2M37/5pe+18DM6OXLVtm9p6U+92aHDp0yO7jMuWal0rt2rVlFXLS9mfZFVPr58mTJ7wc2DSS8PPPPyuONSIiQjaGd9999//fCs/MoQIFCmQryYTFVJW6e6pwLpKTk3mKapkyZRAUFIRJkyZhz549WLp0KV/95aQe5lKjRg2HjG/58uVmDjkm0rCfpa5H77//Pr744gt89NFHij0Pg4ODZd+XkZHBy4dZph0TpQgVA+u9x8Q069DecLrCnzhxgj8M2W0oERUVhXHjxtm051fhWLAUUdNqR6l069YtS6pte2S7WYM0xZuJVqvlJaebNm3ir8sJR4inOOv1ekRFRZlx8P/0009IT0+HIAg8rMiEEXtktVoXL16cj4mI0KhRI4feD6crPAs9NW3a1NlfrcJOEAQB1apVkz3g33zzjYyf3hK5iak4o7nD5MmTeTotW2wYmYZer+fj/vjjj2Xp3UqVaufPnzcr1VXqrLR///4sxyVt/c3OYamQyF5wusKvWbMGX331lVNqzFU4BgcPHlRclQRBQGZmJu9/Z4vYk9zBGp4+fWq2vWBNP5YtWwYiMeknLCyMJ9MEBwcrRoQEQeCeeKl4eHigf//+NpNyMl6I8uXLY+zYsfw8N2/m3IlpCbkah1fx38OjR49kiuPn54crV67w9y0xGVkSW3Iw7IX4+Hje5pvISKslCALfd0+dOlUWArbU1iwjI0MWW69cuXK2rZVt27aBSHQkPnnyhE+gjkqrBVSFV5FNSJlfy5Qpg1mzZmHDhg3YsGGDGYuLdM9sSeEdyUmvhPT0dNn3HzhwAIIgyKo5x44dy9Nt/f39LbY2i4mJkW1devfunS1CTJZ917BhQwDGClONRoOePXvK8v/tBVXhVdiMX3/9VcZpYCqmlNbNmjXjXWcsybhx45x6DWlpabLWU0RimuuzZ89kfHiffPIJ/7tUqVJIVWoEAPNqOR8fnyzHcP36dXz//fe8OrJly5a4ffs2pkyZIqPDatasmd19HKrCq7AJzPxkYspd8KrSq1cvp15HWloapzz38PCAn58fJ8xgTD5lypTBw4cPeYoskWXGXMbEJJXOnTsjKirK7NhNmzZh5MiRWTL2MFHqVZ9TqAqvwiYwU/6zzz7je/bExETodDrMmTPnlZR96dKlDu0aqwRWhOXm5mbRYSg1yxmFeFBQkEXevWPHjpldW2BgoCz+rtQi3HS7wywkFuocNWqUfS8eqsKrsBEsg8yUpwAQk3BYIU2LFi3MTGZL8s8//zj9OlhF2tChQ206Pi0tjSugNX8D46CTKrFGo8G8efOwa9cumWL36NEDbdu2BRHh66+/hiAIvIWaTqfD77//DiL7cu4xqAqvIksIgsBpq5RW5CNHjsDb2xshISFmWWbWxJkeegbWSSg7ZbgXL17McnJ6+vSpjJlWKWX3888/hyAI0Ov13LehxI0vdX5KC3PsAVXhVWSJpKQk/gBa8hzfv39fxlmvtMefNWsWL5oiMnYVciZYBZ0jaMTYZMLi+KbCqLdYDbybm5vFphqM297epbJaUqEiC5w/f57/nSdPHtl7+/btoxkzZlCJEiVo7dq1/PX4+Hiz8+TLl48qVqxIBQoUICKiJ0+eOGbAFhAXF0cPHjwgIqKKFSva/fxdu3YlIqLAwEDF9ydOnEhERDExMfw4V1dXxWOrVatGRERXr1616xhVhVeRJZKSkvjfGo1G9t6oUaNo1KhRpNVq6cKFC1bPIwgCERHVq1ePiOz/MGeFs2fPEhFRyZIlKX/+/HY/f7du3cjV1ZXCwsJo9OjRZu/PnDmTli5dSj/88AMRkdUxhISEEBHR06dP7TpGVeFVZImWLVvSokWLFBW0RYsWsv9NJwQpABARkZ+fHxERJSYm2nGUWePgwYNERNSwYUOHnD8gIICaNWtGRER6vZ7Gjx9PgYGBVKVKFXrvvfcIAH311Ve0bds2IiKqXbu2xXMVKlSIiIjCwsLsO0i7bhBUvHHQ6XTYuHEjSpUqpbhvlTLMMB632bNng4jw4YcfOm2ccXFxPJKQ3V7z2cHu3btBJGboSZtLhIeHo1ChQihcuDAGDRqEw4cPW83KO3v2LJo2bWoxtfdVoSq8ihyDhZGUlF1a733q1CkAwIEDB0Ak1so7e4xBQUE295l/FRgMBs7qu2PHDrP3nVEdaA2qSa8iR3j69Cn16NGDiIjeeustIiLuiPrss88oKCiIH3v//n0iIipcuDAROddpV7t2bVq9ejUtW7aMvL29HfY9Wq2WOnXqRESiQ9MU1rY8zoCq8CpeGYIgUO/evYlI3HM+evSIiMT9KxHRjBkzqHjx4vz4Q4cO8WOJRK95RkaGU8ZaokQJ6tOnD3Xo0MHh39W4cWMiIjp27JjDvyu7UBVehU3IzMyk48ePc8cbAJo/fz4dOHCAiIg6depEBoOBH3/x4kUKCgqSKTRzQOXNm5e/xkJU/5/QoEEDIiK6efMmvXjxIpdHI4eq8CqyxJUrV8jDw4MaNGjAQ0qfffYZDR8+nIiI/P39afHixfz4IkWKUIUKFejo0aMyhT9+/Djdu3ePh5pcXFx4TP7/E/Lnz09FixYlIqLbt2/n8mjkUI76q1AhQcGCBfnfEyZMoNDQUFq/fj1/LSEhgYiIgoOD6dmzZ9S9e3cqUaKELIbs4eFBRYoUoWLFilFoaCgRERUoUIA8PDycdBXORZkyZejx48d09+5dq+E3Z0Nd4VVkieDgYLp//z7ly5ePiIgre6NGjejRo0dUoUIFKlasGD179oyIiPr06SPLyMuTJw9t27aNLl26RB4eHnzVd3Nzc/KVOA/MMRkdHZ3LI5FDVXgVNqFkyZLc+0xE1K5dO9qzZw8VLVqUrl+/TmPHjiUiolq1alGFChXo4MGD9M8//9CXX35JW7dupVatWvGEm+fPnxOR5RTU/w/Q6XRERBZTZ3MLr9doVLzWWLJkCdWoUYPy58/P88aJxFATC7nVrVuXiIiKFy9OxYsXp0aNGpmdh5nxTCn+P4JFJ65fv57LI5FDVXgVNsPNzY2++uorxfdYsQwz+62BxeYfP35MAHI9Nu0IlCtXjoicXyCUFVSTXoVdwBx0UgefJZQtW5Y0Gg3Fx8dz8/7/G1jo0dn1AllBVXgVdsHDhw+JSAzJZQVPT0++n3/dTF57oVmzZnT79m3avXt3bg9FBlXhVeQYGRkZvM68VKlSNn2madOmREQ0b948Rw0rV+Hn50dly5a1aYvjTKgKryJHAEC9e/emlJQUypcvnyyV1hqqVq1KRES7du1y4OhUmEJVeBU5wrp162jjxo3k6upKf/zxB3l6etr0uZSUFCIiWXGNCsdD9dKreGVERkbS0KFDiYho8uTJ3Ey3BT/88AMVLFjQjEBDhWOhAauGUKEim1i1ahV98cUXVKBAAXr69Olrl2SiwhzqL6TilVG5cmXq378/tW7dWlX2/wjUFV6FijcIqtNOhYo3CKrCq1DxBkFVeBUq3iCoCq9CxRsEVeFVqHiDoCq8ChVvEFSFV6HiDYKq8CpUvEFQFV6FijcIqsKrUPEGQVV4FSreIKgKr0LFGwRV4VWoeIOgKrwKFW8QVIVXoeINgqrwKlS8QVAVXoWKNwiqwqtQ8Qbh/wDIkezj1dnD/AAAAABJRU5ErkJggg==\n", 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", 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" ] @@ -858,13 +886,241 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Congrats! You have now learned how to vizualize and build networks out of very complex morphologies. To simulate this network, you can follow the steps in the tutorial on [how to build a network](https://jaxley.readthedocs.io/en/latest/tutorials/02_small_network.html)." + "Congrats! You have now learned how to vizualize and build networks out of very complex morphologies. To simulate this network, you can follow the steps in the tutorial on [how to build a network](https://jaxley.readthedocs.io/en/latest/tutorials/02_small_network.html) or continue to learn about how you can interface with `networkX`." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Working with graphs" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "While `swc` is a great way to save, load and specify complex morphologies, often more flexibility is needed. In these cases graphs present a natural way to represent and work with neural morphologies, allowing for easy fixing, pruning, smoothing and traversal of neural morphologies on the fly. For this purpose `Jaxley` also comes with a seperate `networkX` toolset, that allows for easy interoperability between `networkX` graphs and `Jaxley` Modules.\n", + "\n", + "To demonstrate this, let's first define a simple morphology via a networkX graph." + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nodes = {\n", + " 0: {\"id\":1, \"x\": -1, \"y\": 0, \"z\": 0, \"r\": 2.0},\n", + " 1: {\"id\":1, \"x\": 0, \"y\": 0, \"z\": 0, \"r\": 2.0},\n", + " 2: {\"id\":1, \"x\": 1, \"y\": 0, \"z\": 0, \"r\": 2.0},\n", + " 3: {\"id\":1, \"x\": 2, \"y\": 1, \"z\": 0, \"r\": 1.0},\n", + " 4: {\"id\":1, \"x\": 3, \"y\": 2, \"z\": 0, \"r\": 1.0},\n", + " 5: {\"id\":1, \"x\": 2, \"y\": -1, \"z\": 0, \"r\": 1.0},\n", + " 6: {\"id\":1, \"x\": 3, \"y\": -2, \"z\": 0, \"r\": 1.0},\n", + "} \n", + "edges = ((0, 1),(1, 2),(2, 3),(3, 4),(2, 5),(5, 6))\n", + "\n", + "g = nx.DiGraph()\n", + "g.add_nodes_from(nodes.items())\n", + "g.add_edges_from(edges, l=1)\n", + "\n", + "# Setting any of these attributes is optional. It is sufficient to define the \n", + "# connectivity and simply do g = nx.DiGraph(edges). In this case, r and l will \n", + "# be set to default values and x, y, z can be computed using Cell.compute_xyz().\n", + "\n", + "nx.draw(g.to_undirected(), pos={k: (v[\"x\"], v[\"y\"]) for k, v in nodes.items()}, with_labels=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The above graph can now be treated like a traced morphological reconsruction. This means we can use `io.graph` to import it into a `jx.Module` using the `from_graph` method." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cell = from_graph(g, ncomp=2)\n", + "\n", + "cell.vis()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To work with more complex morphologies `io.graph` also provides a way to import `swc` reconstructions as graphs. This means we can easily view the entire tracing of the morphology. At this stage the `networkX` graph could also easily be fixed, pruned or smoothed. To demo this lets remove the apical dendrites (id=4)." + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fname = \"data/morph.swc\"\n", + "graph = swc_to_graph(fname)\n", + "\n", + "# manipulate the graph\n", + "ids = nx.get_node_attributes(graph, \"id\")\n", + "ids = {k: v for k, v in ids.items() if v != 4}\n", + "graph = nx.subgraph(graph, ids).copy()\n", + "\n", + "pos = {k: (v[\"x\"], v[\"y\"]) for k, v in graph.nodes.items()}\n", + "nx.draw(graph.to_undirected(), pos=pos, node_size=20)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To make the traced and possibly edited morphology compatible with `Jaxley` `from_graph` segments it into branches and then divides the branches up into compartments. This is done by `make_jaxley_compatible` (called at the beginning og `from_graph`), which produces a subgraph of the original morphology and adds additional attributes that `Jaxley` requires to simulate it (see the documentation of `make_jaxley_compatible` for details). \n", + "\n", + "Let's see what this looks like." + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "node attributes {'x': 0.0, 'y': 0.0, 'z': 0.0, 'l': 0.012500000186264515, 'branch_index': 0, 'comp_index': 0, 'group': ['soma'], 'radius': 8.119000434875488, 'length': 0.025, 'cell_index': 0}\n", + "edge attributes {'l': 0.001, 'type': 'intra_branch'}\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "graph = make_jaxley_compatible(graph)\n", + "\n", + "print(f\"node attributes {graph.nodes[0]}\")\n", + "print(f\"edge attributes {graph.edges[(0, 1)]}\")\n", + "\n", + "pos = {k: (v[\"x\"], v[\"y\"]) for k, v in graph.nodes.items()}\n", + "nx.draw(graph.to_undirected(), pos=pos, with_labels=True, font_size=7, node_size=150)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Again we can use the `from_graph` function to convert the graph into a `Cell` object, which `Jaxley` can then simulate or optimize. " + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [], + "source": [ + "cell = from_graph(graph, ncomp=2)\n", + "\n", + "# add mechanism to cell\n", + "cell.insert(HH())\n", + "\n", + "# change parameters, pretending the cell has been optimized\n", + "for branch in cell:\n", + " y_pos = branch.xyzr[0][0,1]\n", + " branch.set(\"HH_gNa\", 0.5 + 0.5 * y_pos)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To close the loop `Jaxley` also offers the option to export any `Module` to a `networkX` graph object. This ability offers another way to store or share the current Module state, since `to_graph` attaches all relevant attributes to the nodes and eges of the graph. It can also be used to make more complex visualizations, using any of these attributes i.e. channel densities very easily." + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "graph = to_graph(cell)\n", + "\n", + "# plot of the cell, coloring each node according to the sodium conductance\n", + "pos = {k: (v[\"x\"], v[\"y\"]) for k, v in graph.nodes.items()}\n", + "nx.draw(graph.to_undirected(), pos=pos, node_color=[graph.nodes[n][\"HH_gNa\"] for n in graph.nodes], cmap=\"viridis\", with_labels=False, node_size=50)\n", + "plt.title(\"Sodium conductance\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Congrats! You have now learned how to interface with networkX to further customize and manipulate imported morphologies." ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "jaxley", "language": "python", "name": "python3" }, @@ -878,7 +1134,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.4" + "version": "3.12.1" } }, "nbformat": 4, diff --git a/jaxley/io/__init__.py b/jaxley/io/__init__.py new file mode 100644 index 00000000..2f211300 --- /dev/null +++ b/jaxley/io/__init__.py @@ -0,0 +1,5 @@ +# This file is part of Jaxley, a differentiable neuroscience simulator. Jaxley is +# licensed under the Apache License Version 2.0, see + +from jaxley.io.graph import from_graph, to_graph +from jaxley.io.swc import read_swc diff --git a/jaxley/io/graph.py b/jaxley/io/graph.py new file mode 100644 index 00000000..bf795049 --- /dev/null +++ b/jaxley/io/graph.py @@ -0,0 +1,916 @@ +# This file is part of Jaxley, a differentiable neuroscience simulator. Jaxley is +# licensed under the Apache License Version 2.0, see + +from typing import Dict, List, Optional, Tuple, Union +from warnings import warn + +import jax.numpy as jnp +import networkx as nx +import numpy as np +import pandas as pd +from jax import vmap + +from jaxley.modules import Branch, Cell, Compartment, Network +from jaxley.utils.cell_utils import v_interp + +# helper functions +_is_leaf = lambda G, n: G.out_degree(n) == 0 and G.in_degree(n) == 1 +_is_root = lambda G, n: G.in_degree(n) == 0 +_is_branching = lambda G, n: G.out_degree(n) > 1 +_has_same_id = lambda G, i, j: G.nodes[i]["id"] == G.nodes[j]["id"] +_get_soma_idxs = lambda G: [ + i for i, n in nx.get_node_attributes(G, "id").items() if n == 1 +] +_unpack = lambda d, keys: [d[k] for k in keys] +_branch_e2n = lambda b: np.unique(np.concatenate(b)).tolist() +_branch_n2e = lambda b: [e for e in zip(b[:-1], b[1:])] + + +def _find_root(G): + roots = [n for n in G.nodes if _is_root(G, n)] + if len(roots) > 1: + raise ValueError("Multiple roots found in graph.") + return roots[0] + + +def swc_to_graph(fname: str, num_lines: int = None) -> nx.DiGraph: + """Read a swc file and convert it to a networkx graph. + + The graph is read such that each entry in the swc file becomes a graph node + with the column attributes (id, x, y, z, r). Then each node is connected to its + designated parent via an edge. A "type" attribute is added to the graph to identify + its processing stage for subsequent steps. + + Args: + fname: Path to the swc file. + num_lines: Number of lines to read from the file. If None, all lines are read. + + Returns: + A networkx graph of the traced morphology in the swc file. + """ + i_id_xyzr_p = np.loadtxt(fname)[:num_lines] + + graph = nx.DiGraph() + graph.add_nodes_from( + ( + (int(i), {"id": int(id), "x": x, "y": y, "z": z, "r": r}) + for i, id, x, y, z, r, p in i_id_xyzr_p + ) + ) + graph.add_edges_from([(p, i) for p, i in i_id_xyzr_p[:, [-1, 0]] if p != -1]) + graph = nx.relabel_nodes(graph, {i: i - 1 for i in graph.nodes}) + return graph + + +def _get_nodes_and_parents(graph: nx.DiGraph) -> np.ndarray: + """List (node, parent) pairs for a graph.""" + edges = [] + for node in graph.nodes(): + parents = list(graph.predecessors(node)) + edges += [(node, parent) for parent in parents] if parents else [(node, -1)] + return np.array(edges) + + +def find_swc_trace_errors(graph: nx.DiGraph, ignore: Optional[List] = []) -> np.ndarray: + """Identify discontinuities in the swc tracing order. + + Some swc files contain artefacts, where tracing of the same neurite was done + in disconnected pieces. Both NEURON and Jaxley's hand coded swc reader introduce + a break in the trace at these points, since they parse the file in order. This + leads to split branches, which should be one. This function identifies these + points in the graph. + + Example swc file: + # branch 1 + 1 1 0.0 0.0 0.0 1.0 -1 + 2 1 1.0 0.0 0.0 1.0 1 + 3 1 2.0 0.0 0.0 1.0 2 + # branch 2 + 4 2 3.0 1.0 0.0 1.0 3 + 5 2 4.0 2.0 0.0 1.0 4 + # branch 3 + 6 3 3.0 -1.0 0.0 1.0 3 + 7 3 4.0 -2.0 0.0 1.0 6 + 8 3 5.0 -3.0 0.0 1.0 7 + # ammend branch 2 + 9 4 5.0 3.0 0.0 1.0 5 + + Args: + graph: graph tracing of swc file (from `swc_to_graph`). + ignore: Nodes to ignore. + + Returns: + An array of node indices where tracing is discontinous. + """ + edges = _get_nodes_and_parents(graph)[:, [-1, 0]] + s, t = edges[0].T + branch_ends = [] + + # find first and last node of each connected segment, i.e. + # [(1,2),(2,3),(3,4),(5,6),...] -> [(1,4),(5,...),...] + for i, j in edges[1:]: + if i != t: + branch_ends += [(s, t)] + s = i + t = j + branch_ends += [(s, t)] + branch_ends = np.array(branch_ends) + # nodes that end one and start another segment indicate a breakage during tracing + break_idxs = branch_ends[:, 1][np.isin(branch_ends[:, 1], branch_ends[:, 0])] + break_idxs = np.setdiff1d(break_idxs, ignore) + return break_idxs + + +def simulate_swc_trace_errors( + graph: nx.DiGraph, branches: List[np.ndarray], ignore: Optional[List] = [] +) -> List[np.ndarray]: + """Simulate swc trace errors in the branches. + + Both NEURON and Jaxley's hand coded swc reader introduce breaks in the trace + if the same neurite was traced in disconnected pieces. Since `swc_to_graph` is + agnostic to the order of the tracing, it does not suffer from this issue. Hence, + to artifically force this behaviour (to compare to the other parsers), this + function can be used to simulates these errors. See `find_swc_trace_errors` for + how to identify these points in the graph. + + Args: + graph: A networkx graph of a traced morphology. + branches: List of branches represented as arrays of edges. + ignore: Nodes to ignore when splitting branches. + + Returns: + A list of branches with simulated trace errors. + """ + node_idxs = find_swc_trace_errors(graph, ignore=ignore) + + for node_idx in node_idxs: + branch_idx = next(i for i, p in enumerate(branches) if node_idx in p) + b4, branch, after = ( + branches[:branch_idx], + branches[branch_idx], + branches[branch_idx + 1 :], + ) + break_idx = np.where(branch == node_idx)[0][1] + # insert artifical break into branch + branches = b4 + [branch[:break_idx], branch[break_idx:]] + after + return branches + + +def trace_branches( + graph: nx.DiGraph, max_len=None, ignore_swc_trace_errors=True +) -> List[np.ndarray]: + """Get all linearly connected paths in a graph aka. branches. + + The graph is traversed depth-first starting from the source node, which is the only + node with in_degree 0 (raises in case multiple are found). Note: Traversal order can + be changed, by reversing the edge directions, i.e. to start traversal from a leaf node + set: [source -> ... -> leaf] to [leaf -> ... -> source]. + + Args: + graph: A networkx graph. + ignore_swc_trace_errors: Whether to ignore discontinuities in the swc tracing + order. If False, this will result in split branches at these points. + Returns: + A list of linear paths in the graph. Each path is represented as an array of + edges.""" + + # handles special case of a single soma node + if len(soma_idxs := _get_soma_idxs(graph)) == 1: + soma = soma_idxs[0] + # edges connecting nodes to soma are considered part of the soma -> l = 0. + for i, j in (*graph.in_edges(soma), *graph.out_edges(soma)): + graph.edges[i, j]["l"] = 0 + + # Setting l = 2*r ensures A_cylinder = 2*pi*r*l = 4*pi*r^2 = A_sphere + graph.add_node(-1, **graph.nodes[0]) + graph.add_edge(-1, soma, l=2 * graph.nodes[soma]["r"]) + graph = nx.relabel_nodes(graph, {i: i + 1 for i in graph.nodes}) + + # Ensure root segment is linear. Needed to create root branch. + if graph.out_degree(0) > 1: + graph.add_node(-1, **graph.nodes[0]) + graph.add_edge(-1, 0, l=0.1) + graph = nx.relabel_nodes(graph, {i: i + 1 for i in graph.nodes}) + + branches, current_branch = [], [] + + root = _find_root(graph) + for i, j in nx.dfs_edges(graph, root): + current_branch += [(i, j)] + if _is_leaf(graph, j) or _is_branching(graph, j): + branches.append(current_branch) + current_branch = [] + elif not _has_same_id(graph, i, j): # start new branch if ids differ + branches.append(current_branch[:-1]) + current_branch = [current_branch[-1]] + + branch_edges = [np.array(p) for p in branches if len(p) > 0] + + if max_len: + edge_lens = nx.get_edge_attributes(graph, "l") + branch_edges = split_branches(branch_edges, edge_lens, max_len) + + if not ignore_swc_trace_errors: + # ignore added index by default; only relevant in case it was added + branch_edges = simulate_swc_trace_errors(graph, branch_edges, ignore=[root]) + + for br_idx, br_edges in enumerate(branch_edges): + graph.add_edges_from(br_edges, branch_index=br_idx) + return graph + + +def _add_edge_lens(graph: nx.DiGraph, min_len: float = 1e-5) -> nx.DiGraph: + """Add edge lengths to graph.edges based on the xyz coordinates of graph.nodes.""" + xyz = lambda i: np.array(_unpack(graph.nodes[i], "xyz")) + for i, j in graph.edges: + d_ij = ( + np.sqrt(((xyz(i) - xyz(j)) ** 2).sum()) + if i != j + else 2 * graph.nodes[i]["r"] + ) + # min_len ensures that 2 nodes cannot lie on top of each other + # this is important for the compartmentalization + graph.edges[i, j]["l"] = d_ij if d_ij >= min_len else min_len + return graph + + +def add_missing_graph_attrs(graph: nx.DiGraph) -> nx.DiGraph: + """Add missing attributes to the graph nodes and edges. + + The following attributes are added to the graph: + - id: int (default: 0) + - x, y, z: float (default: NaN) + - r: float (default: 1) + - l: float (default: 1) + + Args: + graph: A networkx graph. + + Returns: + The graph with the added attributes.""" + available_keys = graph.nodes[0].keys() + defaults = { + "id": 0, + "x": float("nan"), + "y": float("nan"), + "z": float("nan"), + "r": 1, + } + # add defaults if not present + for key in set(defaults.keys()).difference(available_keys): + nx.set_node_attributes(graph, defaults[key], key) + + graph = _add_edge_lens(graph) + edge_lens = nx.get_edge_attributes(graph, "l") + if np.isnan(list(edge_lens.values())[0]): + nx.set_edge_attributes(graph, 1, "l") + + return graph + + +def split_branches( + branches: List[np.ndarray], edge_lens: Dict, max_len: int = 1000 +) -> List[np.ndarray]: + """Split branches into approximately equally long sections <= max_len. + + Args: + branches: List of branches represented as arrays of edges. + edge_lens: Dict for length of each edge in the graph. + max_len: Maximum length of a branch section. If a branch exceeds this length, + it is split into equal parts. + + Returns: + A list of branches, where each branch is split into sections of length <= max_len. + """ + # TODO: split branches into exactly equally long sections + edge_lens.update({(j, i): l for (i, j), l in edge_lens.items()}) + new_branches = [] + for branch in branches: + cum_branch_len = np.cumsum([edge_lens[i, j] for i, j in branch]) + k = cum_branch_len // max_len + split_branch = [branch[np.where(np.array(k) == kk)[0]] for kk in np.unique(k)] + new_branches += split_branch + return new_branches + + +def insert_compartments(graph: nx.DiGraph, ncomp_per_branch: int) -> nx.DiGraph: + """Insert compartment nodes into the graph. + + Inserts new nodes in every branch (edges with "branch_index" attribute) at equidistant + points along it. Node attributes, like radius are linearly interpolated along its + length. + + Example: 4 compartments | edges = - | nodes = o | comp_nodes = x + o-----------o----------o---o---o---o--------o + o-------x---o----x-----o--xo---o---ox-------o + + Args: + graph: Mmorphology where edges are already labelled with "branch_index" + ncomp_per_branch: How many compartments per branch to insert + + Returns: + Graph with additional nodes that are labelled with "comp_index" + """ + comp_offset = 0 + + branch_inds = nx.get_edge_attributes(graph, "branch_index") + branch_edge_df = pd.DataFrame(branch_inds.items(), columns=["edge", "branch_index"]) + for branch_index, branch_edges in branch_edge_df.groupby("branch_index")["edge"]: + path_lens = np.cumsum([0] + [graph.edges[u, v]["l"] for u, v in branch_edges]) + branch_nodes = _branch_e2n(branch_edges.to_numpy()) + branch_data = pd.DataFrame([graph.nodes[i] for i in branch_nodes]) + branch_data["node_index"] = branch_nodes + branch_data["l"] = path_lens + + # fix id and r bleed over from neighboring neurites of a different type + if branch_data.loc[0, "id"] != branch_data.loc[1, "id"]: + branch_data.loc[0, ["r", "id"]] = branch_data.loc[1, ["r", "id"]] + + branch_len = branch_data["l"].max() + comp_len = branch_len / ncomp_per_branch + locs = np.linspace(comp_len / 2, branch_len - comp_len / 2, ncomp_per_branch) + + new_branch_nodes = v_interp(locs, branch_data["l"].values, branch_data.values) + new_branch_nodes = pd.DataFrame( + np.array(new_branch_nodes.T), columns=branch_data.columns + ) + new_branch_nodes["id"] = new_branch_nodes["id"].astype(int) + new_branch_nodes["comp_length"] = comp_len + new_branch_nodes["branch_index"] = branch_index + new_branch_nodes["comp_index"] = comp_offset + np.arange(ncomp_per_branch) + new_branch_nodes["node_index"] = ( + max(graph.nodes) + 1 + np.arange(ncomp_per_branch) + ) + comp_offset += ncomp_per_branch + + # splice comps into morphology + branch_data = pd.concat([branch_data, new_branch_nodes]).sort_values( + "l", ignore_index=True + ) + new_branch_nodes = new_branch_nodes.set_index("node_index") + graph.add_nodes_from(new_branch_nodes.to_dict(orient="index").items()) + + graph.remove_edges_from(branch_edges.to_numpy()) + new_branch_edges = _branch_n2e(branch_data["node_index"]) + graph.add_edges_from(new_branch_edges, branch_index=branch_index) + + # add missing edge lengths + graph = _add_edge_lens(graph) + + # re-enumerate in dfs from root + root = _find_root(graph) + mapping = {old: new for new, old in enumerate(nx.dfs_preorder_nodes(graph, root))} + graph = nx.relabel_nodes(graph, mapping) + return graph + + +def _get_comp_edges_dfs( + graph: nx.DiGraph, node: int, parent_comp: int = None, visited: set = None +) -> List[Tuple[int]]: + """List edges between compartment nodes, ignoring non-compartment nodes. + + Traverses a graph depth first and only records nodes and their successors if they + have a "compartment_index". + + Args: + graph: Morphology with inserted compartment nodes. + node: node_index from which to start depth first traversal + parent_comp: node_index of parent compartment + visited: Keeps track of visited nodes during traversal + + Returns: + List of edges (parent_node_index, child_node_index) that directly connect + compartments, while skipping indermediate hops via nodes w.o. "comp_index" attr. + """ + if visited is None: + visited = set() + edges = [] + visited.add(node) + + current_comp = node if "comp_index" in graph.nodes[node] else None + + # If we have a parent with comp_index and current node has comp_index, + # add the edge between them + if parent_comp is not None and current_comp is not None: + edges.append((parent_comp, current_comp)) + + # Process all children depth first + for child in graph.successors(node): + if child not in visited: + # Pass current_comp as parent if it exists, otherwise pass through the parent_comp + prev_node = current_comp if current_comp is not None else parent_comp + child_edges = _get_comp_edges_dfs(graph, child, prev_node, visited) + edges.extend(child_edges) + + return edges + + +def extract_comp_graph(graph: nx.DiGraph) -> nx.DiGraph: + """Get subgraph that only includes compartment nodes and their direct edges. + + Example: 4 compartments | edges = - | nodes = o | comp_nodes = x + o-------x---o----x-----o--xo---o---ox-------o + x--------x--------x---------x + + Args: + graph: Morphology with compartment nodes + + Returns: + Morphology with branches and compartments. + """ + # create subgraph w.o. edges + comp_nodes = list(nx.get_node_attributes(graph, "comp_index")) + comp_graph = nx.subgraph(graph, comp_nodes).copy() + + # remove all edges + comp_graph.remove_edges_from(list(comp_graph.edges)) + + # find all edges between compartments and connect comp_graph + root = _find_root(graph) + comp_edges = _get_comp_edges_dfs(graph, root) + comp_graph.add_edges_from(comp_edges) + comp_graph = _add_edge_lens(comp_graph) + + for i, j in comp_graph.edges: + branch_idx_i = graph.nodes[i]["branch_index"] + branch_idx_j = graph.nodes[j]["branch_index"] + if branch_idx_i != branch_idx_j: + comp_graph.edges[i, j]["type"] = "inter_branch" + else: + comp_graph.edges[i, j]["type"] = "intra_branch" + + # fix 0 length edges (usually due adding root branch) + min_len = 1e-3 + for i, j in comp_graph.edges: + if comp_graph.edges[i, j]["l"] < min_len: + comp_graph.edges[i, j]["l"] = min_len + + # relabel nodes using comp_index + mapping = {n: attrs["comp_index"] for n, attrs in comp_graph.nodes(data=True)} + + comp_graph = nx.relabel_nodes(comp_graph, mapping, copy=True) + return comp_graph + + +def make_jaxley_compatible( + graph: nx.DiGraph, + ncomp: int = 4, + max_branch_len: float = None, + min_radius: Optional[float] = None, + ignore_swc_trace_errors: bool = True, +) -> nx.DiGraph: + """Make a swc traced graph compatible with jaxley. + + In order to simulate a morphology jaxley imposes that it has to consist of + branches, each of which consists of compartments with equal length. This function + first traces the graph to compute the length of each edge and to identify its branch + structure. It then splits these branches into equally long compartments. The + compartment centers and radii are obtained by linearly interpolating the traced xyz + coordinates and radii alongeach branch. + + This means initially, each node represents a traced point (an entry in the swc + file) and each edge represents the direction along which the neurites were traced. + Edges along every non-branching linear section of the neurite (smaller than the + max_branch_len) are then assigned a branch index. Finally, each branch is split + into pieces of equal length. This results in a new graph, where each node + represents a compartment (at its center) and each edge represents a connection + between these compartments. The graph is then ready to be imported into jaxley. + + Attributes that are added to the returned graph: + - xyzr: list of the originally traced points. + - type: the type of module is inferred depending on the number of compartments, + i.e. if there is only one compartment, it will be "compartment". This let's + `from_graph` know what type of module to return. + - groups: the group of each compartment is inferred from the id attribute of the + nodes. + - cell_index: enumerates cells globally. + - branch_index: enumerates branches globally. + - comp_index: enumerates compartments globally. + - radius: the radius of each compartment. + - length: the length of each compartment. + - x, y, z: the coordinates of each compartment. + + Args: + graph: A networkx graph of a traced morphology. + nseg: The number of segments per compartment. + max_branch_len: Maximal length of one branch. If a branch exceeds this length, + it is split into equal parts. + min_radius: If the radius of a reconstruction is below this value it is clipped. + ignore_swc_trace_errors: Whether to ignore discontinuities in the swc tracing + order. If False, this will result in split branches at these points. + + Returns: + A networkx graph of the traced morphology that is compatible with jaxley + and can be imported using `from_graph`. This is also the same format that + is returned by `to_graph` when exporting a module. + """ + # TODO: assert DAG and connected + + # pre-processing + graph = add_missing_graph_attrs(graph) + + graph = trace_branches(graph, max_branch_len, ignore_swc_trace_errors) + + graph = insert_compartments(graph, ncomp) + + comp_graph = extract_comp_graph(graph) + + # post-processing + + # rename attrs + # Description of SWC file format: + # http://www.neuronland.org/NLMorphologyConverter/MorphologyFormats/SWC/Spec.html + group_ids = {0: "undefined", 1: "soma", 2: "axon", 3: "basal", 4: "apical"} + min_radius = min_radius if min_radius else 0.0 + clip_radius = lambda r: max(r, min_radius) if min_radius else r + for n in comp_graph.nodes: + comp_graph.nodes[n]["groups"] = [group_ids[comp_graph.nodes[n].pop("id")]] + comp_graph.nodes[n]["radius"] = clip_radius(comp_graph.nodes[n].pop("r")) + comp_graph.nodes[n]["length"] = comp_graph.nodes[n].pop("comp_length") + comp_graph.nodes[n].pop("l") + + nx.set_node_attributes(comp_graph, 0, "cell_index") + + # compute additional attributes + edge_df = pd.DataFrame( + [ + d["branch_index"] for i, j, d in graph.edges(data=True) + ], # TODO: filter out added comp indices to get original morphology + index=graph.edges, + columns=["branch_index"], + ) + + # xyzr + edges_in_branches = edge_df.groupby("branch_index") + nodes_in_branches = edges_in_branches.apply( + lambda x: [ + n for n in _branch_e2n(x.index.values) if "comp_index" not in graph.nodes[n] + ] + ) + stack_branch_xyzr = lambda x: np.stack([_unpack(graph.nodes[n], "xyzr") for n in x]) + xyzr = nodes_in_branches.apply(stack_branch_xyzr).to_list() + same_rows = lambda x: np.all(np.nan_to_num(x[0]) == np.nan_to_num(x)) + xyzr = [xyzr_i[[0, -1]] if same_rows(xyzr_i) else xyzr_i for xyzr_i in xyzr] + + comp_graph.graph["xyzr"] = xyzr + comp_graph.graph["type"] = "cell" + + return comp_graph + + +def _infer_module_type_from_inds(idxs: pd.DataFrame) -> str: + nuniques = idxs[["cell_index", "branch_index", "comp_index"]].nunique() + nuniques.index = ["cell", "branch", "compartment"] + nuniques = pd.concat([pd.Series({"network": 1}), nuniques]) + return_type = nuniques.loc[nuniques == 1].index[-1] + return return_type + + +def build_module_scaffold( + idxs: pd.DataFrame, + return_type: Optional[str] = None, + parent_branches: Optional[List[np.ndarray]] = None, +) -> Union[Network, Cell, Branch, Compartment]: + """Builds a skeleton module from a DataFrame of indices. + + This is useful for instantiating a module that can be filled with data later. + + Args: + idxs: DataFrame containing cell_index, branch_index, comp_index, i.e. + Module.nodes or View.view. + return_type: Type of module to return. If None, the type is inferred from the + number of unique values in the indices. I.e. only 1 unique cell_index + and 1 unique branch_index -> return_type = "jx.Branch". + + Returns: + A skeleton module with the correct number of compartments, branches, cells, or + networks.""" + return_types = ["compartment", "branch", "cell", "network"] + build_cache = {k: [] for k in return_types} + + if return_type is None: # infer return type from idxs + return_type = _infer_module_type_from_inds(idxs) + + comp = Compartment() + build_cache["compartment"] = [comp] + + if return_type in return_types[1:]: + nsegs = idxs["branch_index"].value_counts().iloc[0] + branch = Branch([comp for _ in range(nsegs)]) + build_cache["branch"] = [branch] + + if return_type in return_types[2:]: + for cell_id, cell_groups in idxs.groupby("cell_index"): + num_branches = cell_groups["branch_index"].nunique() + default_parents = np.arange(num_branches) - 1 # ignores morphology + parents = ( + default_parents if parent_branches is None else parent_branches[cell_id] + ) + cell = Cell([branch] * num_branches, parents) + build_cache["cell"].append(cell) + + if return_type in return_types[3:]: + build_cache["network"] = [Network(build_cache["cell"])] + + module = build_cache[return_type][0] + build_cache.clear() + return module + + +def from_graph( + graph: nx.DiGraph, + ncomp: int = 4, + max_branch_len: float = 2000.0, + min_radius: Optional[float] = None, + assign_groups: bool = True, + ignore_swc_trace_errors: bool = True, +) -> Union[Network, Cell, Branch, Compartment]: + """Build a module from a networkx graph. + + All information stored in the nodes of the graph is imported into the Module.nodes + attribute. Edges of type "inter_branch" connect two different branches, while + edges of type "intra_branch" connect compartments within the same branch. All other + edges are considered synapse edges. These are added to the Module.branch_edges and + Module.edges attributes, respectively. Additionally, the graph can contain + global attributes, which are added as attrs, i.e. to the module instance and + optionally can store recordings, externals, and trainables. See `to_graph` for + how they are formatted. + + All modules that are exported to a graph from jaxley using the `to_graph` method + can be imported back using this method. If the graph was not exported with jaxley, + the only requirement to construct a module from a graph is that the graph contains + edges, i.e. + + ```python + edges = [(0,1), (1,2), (1,3)] + graph = nx.DiGraph(edges) + module = from_graph(graph) + ``` + + In this case, all requrired parameters are set to their default values + and the branch structure is computed naively. However, note that in this case + the graph has to be connected and cannot contain loops. Currently networks can + only be imported if they have been previously exported with jaxley! + + Returns nx.Network, nx.Cell, nx.Branch, or nx.Compartment depending on + num_cell_idxs > 1, num_branch_idxs > 1 etc. + + Possible attributes that can be read off of the graph include: + - graph + - ncomp: int + - total_nbranches: int + - cumsum_nbranches: np.ndarray + - channels + - synapses + - xyzr: list[np.ndarray] + - recordings: list[str] + - externals: list[float] + - trainable: dict[str, float] + - nodes: + - id: int (used to define groups, according to NEURON's SWC convention) + - groups: list[str] (can also be defined directly) + - cell_index: int + - branch_index: int + - comp_index: int + - radius: float + - length: float + - x: float + - y: float + - z: float + - edges: + - type: str ("synapse" or "inter_branch" / "intra_branch" or None) + - parameters: list[dict] (stores synapse parameters) + + Args: + graph: A networkx graph representing a module. + nseg: The default number of segments per compartment. + Will only be selected if the graph has not been compartmentalized yet. + max_branch_len: Maximal length of one branch. If a branch exceeds this length, + it is split into equal parts such that each subbranch is below + `max_branch_len`. Will only be used if no branch structure is has been + assigned yet. + min_radius: If the radius of a reconstruction is below this value it is clipped. + assign_groups: Wether to assign groups to nodes based on the the id or groups + attribute. + ignore_swc_trace_errors: Whether to ignore discontinuities in the swc tracing + order. If False, this will result in split branches at these points. + + Returns: + A module instance that is populated with the node and egde attributes of + the nx.DiGraph.""" + + ######################################## + ### Make the graph jaxley compatible ### + ######################################## + + if "type" not in graph.graph: + try: + graph = make_jaxley_compatible( + graph, + ncomp=ncomp, + max_branch_len=max_branch_len, + min_radius=min_radius, + ignore_swc_trace_errors=ignore_swc_trace_errors, + ) + except: + raise Exception("Graph appears to be incompatible with jaxley.") + + ################################# + ### Import graph as jx.Module ### + ################################# + + # nodes and edges + node_df = pd.DataFrame( + [d for i, d in graph.nodes(data=True)], index=graph.nodes + ).sort_index() + edge_type = nx.get_edge_attributes(graph, "type") + synapse_edges = pd.DataFrame( + [ + { + "pre_global_comp_index": i, + "post_global_comp_index": j, + **graph.edges[i, j], + } + for (i, j), t in edge_type.items() + if t == "synapse" + ] + ) + + # branches + branch_of_node = lambda i: graph.nodes[i]["branch_index"] + branch_edges = pd.DataFrame( + [ + (branch_of_node(i), branch_of_node(j)) + for (i, j), t in edge_type.items() + if t == "inter_branch" + ], + columns=["parent_branch_index", "child_branch_index"], + ) + + # drop special attrs from nodes and ignore error if col does not exist + # x,y,z can be re-computed from xyzr if needed + optional_attrs = ["recordings", "externals", "trainable", "x", "y", "z"] + node_df = node_df.drop(columns=optional_attrs, errors="ignore") + + # synapses + synapse_edges = synapse_edges.drop(["l", "type"], axis=1, errors="ignore") + synapse_edges = synapse_edges.rename({"syn_type": "type"}, axis=1) + synapse_edges.rename({"edge_index": "global_edge_index"}, axis=1, inplace=True) + + # build module + acc_parents = [] + parent_branch_inds = branch_edges.set_index("child_branch_index").sort_index()[ + "parent_branch_index" + ] + for branch_inds in node_df.groupby("cell_index")["branch_index"].unique(): + root_branch_idx = branch_inds[0] + parents = parent_branch_inds.loc[branch_inds[1:]] - root_branch_idx + acc_parents.append([-1] + parents.tolist()) + + # TODO: support inhom ncomps + module = build_module_scaffold(node_df, graph.graph["type"], acc_parents) + + # set global attributes of module + for k, v in graph.graph.items(): + if k not in ["type"]: + setattr(module, k, v) + + if assign_groups and "groups" in node_df.columns: + groups = node_df.pop("groups").explode() + groups = ( + pd.DataFrame(groups) + .groupby("groups") + .apply(lambda x: x.index.values, include_groups=False) + .to_dict() + ) + module.groups = groups + + node_df.columns = [ + "global_" + col if "local" not in col and "index" in col else col + for col in node_df.columns + ] + module.nodes[node_df.columns] = ( + node_df # set column-wise. preserves cols not in df. + ) + + module.edges = synapse_edges if not synapse_edges.empty else module.edges + + # add all the extra attrs + module.membrane_current_names = [c.current_name for c in module.channels] + module.synapse_names = [s._name for s in module.synapses] + + return module + + +def to_graph( + module: "jx.Module", synapses: bool = False, channels: bool = False +) -> nx.DiGraph: + """Export the module as a networkx graph. + + Constructs a nx.DiGraph from the module. Each compartment in the module + is represented by a node in the graph. The edges between the nodes represent + the connections between the compartments. These edges can either be connections + between compartments within the same branch, between different branches or + even between different cells. In the latter case the synapse parameters + are stored as edge attributes. Only allows one synapse per edge however! + Additionally, global attributes of the module, for example `ncomp`, are stored as + graph attributes. + + Exported graphs can be imported again to `jaxley` using the `from_graph` method. + + Args: + module: A jaxley module or view instance. + synapses: Whether to export synapses to the graph. + channels: Whether to export ion channels to the graph. + + Returns: + A networkx graph of the module. + """ + module_graph = nx.DiGraph() + module.compute_compartment_centers() # make xyz coords attr of nodes + + # add global attrs + module_graph.graph["type"] = module.__class__.__name__.lower() + for attr in [ + "ncomp", + "xyzr", + "externals", + "recordings", + "trainable_params", + "indices_set_by_trainables", + ]: + module_graph.graph[attr] = getattr(module, attr) + + # add nodes + nodes = module.nodes.copy() + nodes = nodes.drop([col for col in nodes.columns if "local" in col], axis=1) + nodes.columns = [col.replace("global_", "") for col in nodes.columns] + + if channels: + module_graph.graph["channels"] = module.channels + module_graph.graph["membrane_current_names"] = [ + c.current_name for c in module.channels + ] + else: + for c in module.channels: + nodes = nodes.drop(c.current_name, axis=1) + nodes = nodes.drop(list(c.channel_params), axis=1) + nodes = nodes.drop(list(c.channel_states), axis=1) + + for col in nodes.columns: # col wise adding preserves dtypes + module_graph.add_nodes_from(nodes[[col]].to_dict(orient="index").items()) + + nx.set_node_attributes(module_graph, [], "groups") + if len(module.groups) > 0: + groups_dict = { + index: { + "groups": [ + key for key, value in module.groups.items() if index in value + ] + } + for index in range(max(map(max, module.groups.values())) + 1) + } + module_graph.add_nodes_from(groups_dict.items()) + + inter_branch_edges = module.branch_edges.copy() + intra_branch_edges = [] + for i, branch_data in nodes.groupby("branch_index"): + inds = branch_data.index.values + intra_branch_edges += _branch_n2e(inds) + + parents = module.branch_edges["parent_branch_index"] + children = module.branch_edges["child_branch_index"] + inter_branch_edges.loc[parents == i, "parent_branch_index"] = inds[-1] + inter_branch_edges.loc[children == i, "child_branch_index"] = inds[0] + + inter_branch_edges = inter_branch_edges.to_numpy() + module_graph.add_edges_from(inter_branch_edges, type="inter_branch") + module_graph.add_edges_from(intra_branch_edges, type="intra_branch") + + if synapses: + syn_edges = module.edges.copy() + multiple_syn_per_edge = syn_edges[ + ["pre_global_comp_index", "post_global_comp_index"] + ].duplicated(keep=False) + dupl_inds = multiple_syn_per_edge.index[multiple_syn_per_edge].values + if multiple_syn_per_edge.any(): + warn( + f"CAUTION: Synapses {dupl_inds} are connecting the same compartments. Exporting synapses to the graph only works if the same two compartments are connected by at most one synapse." + ) + module_graph.graph["synapses"] = module.synapses + module_graph.graph["synapse_param_names"] = module.synapse_param_names + module_graph.graph["synapse_state_names"] = module.synapse_state_names + module_graph.graph["synapse_names"] = module.synapse_names + module_graph.graph["synapse_current_names"] = module.synapse_current_names + + syn_edges.columns = [col.replace("global_", "") for col in syn_edges.columns] + syn_edges["syn_type"] = syn_edges["type"] + syn_edges["type"] = "synapse" + syn_edges = syn_edges.set_index(["pre_comp_index", "post_comp_index"]) + if not syn_edges.empty: + for (i, j), edge_data in syn_edges.iterrows(): + module_graph.add_edge(i, j, **edge_data.to_dict()) + + module_graph.graph["type"] = module.__class__.__name__.lower() + + return module_graph diff --git a/jaxley/io/swc.py b/jaxley/io/swc.py index c33aad3d..c7582232 100644 --- a/jaxley/io/swc.py +++ b/jaxley/io/swc.py @@ -1,25 +1,270 @@ # This file is part of Jaxley, a differentiable neuroscience simulator. Jaxley is # licensed under the Apache License Version 2.0, see -from copy import copy +from functools import partial from typing import Callable, List, Optional, Tuple from warnings import warn import jax.numpy as jnp import numpy as np +from jaxley.io.graph import from_graph, swc_to_graph from jaxley.modules import Branch, Cell, Compartment -from jaxley.utils.cell_utils import ( - _build_parents, - _compute_pathlengths, - _padded_radius_generating_fn, - _radius_generating_fns, - _split_into_branches_and_sort, - build_radiuses_from_xyzr, -) +from jaxley.utils.cell_utils import build_radiuses_from_xyzr from jaxley.utils.misc_utils import deprecated_kwargs +def _split_long_branches( + branches: np.ndarray, + types: np.ndarray, + content: np.ndarray, + max_branch_len: float, + is_single_point_soma: bool, +) -> Tuple[np.ndarray, np.ndarray]: + pathlengths = _compute_pathlengths( + branches, content[:, 1:6], is_single_point_soma=is_single_point_soma + ) + pathlengths = [np.sum(length_traced) for length_traced in pathlengths] + split_branches = [] + split_types = [] + for branch, type, length in zip(branches, types, pathlengths): + num_subbranches = 1 + split_branch = [branch] + while length > max_branch_len: + num_subbranches += 1 + split_branch = _split_branch_equally(branch, num_subbranches) + lengths_of_subbranches = _compute_pathlengths( + split_branch, + coords=content[:, 1:6], + is_single_point_soma=is_single_point_soma, + ) + lengths_of_subbranches = [ + np.sum(length_traced) for length_traced in lengths_of_subbranches + ] + length = max(lengths_of_subbranches) + if num_subbranches > 10: + warn( + """`num_subbranches > 10`, stopping to split. Most likely your + SWC reconstruction is not dense and some neighbouring traced + points are farther than `max_branch_len` apart.""" + ) + break + split_branches += split_branch + split_types += [type] * num_subbranches + + return split_branches, split_types + + +def _split_branch_equally(branch: np.ndarray, num_subbranches: int) -> List[np.ndarray]: + num_points_each = len(branch) // num_subbranches + branches = [branch[:num_points_each]] + for i in range(1, num_subbranches - 1): + branches.append(branch[i * num_points_each - 1 : (i + 1) * num_points_each]) + branches.append(branch[(num_subbranches - 1) * num_points_each - 1 :]) + return branches + + +def _split_into_branches( + content: np.ndarray, is_single_point_soma: bool +) -> Tuple[np.ndarray, np.ndarray]: + prev_ind = None + prev_type = None + n_branches = 0 + + # Branch inds will contain the row identifier at which a branch point occurs + # (i.e. the row of the parent of two branches). + branch_inds = [] + for c in content: + current_ind = c[0] + current_parent = c[-1] + current_type = c[1] + if current_parent != prev_ind or current_type != prev_type: + branch_inds.append(int(current_parent)) + n_branches += 1 + prev_ind = current_ind + prev_type = current_type + + all_branches = [] + current_branch = [] + all_types = [] + + # Loop over every line in the SWC file. + for c in content: + current_ind = c[0] # First col is row_identifier + current_parent = c[-1] # Last col is parent in SWC specification. + if current_parent == -1: + all_types.append(c[1]) + else: + current_type = c[1] + + if current_parent == -1 and is_single_point_soma and current_ind == 1: + all_branches.append([int(current_ind)]) + all_types.append(int(current_type)) + + # Either append the current point to the branch, or add the branch to + # `all_branches`. + if current_parent in branch_inds[1:]: + if len(current_branch) > 1: + all_branches.append(current_branch) + all_types.append(current_type) + current_branch = [int(current_parent), int(current_ind)] + else: + current_branch.append(int(current_ind)) + + # Append the final branch (intermediate branches are already appended five lines + # above.) + all_branches.append(current_branch) + return all_branches, all_types + + +def _split_into_branches_and_sort( + content: np.ndarray, + max_branch_len: Optional[float], + is_single_point_soma: bool, + sort: bool = True, +) -> Tuple[np.ndarray, np.ndarray]: + branches, types = _split_into_branches(content, is_single_point_soma) + if max_branch_len is not None: + branches, types = _split_long_branches( + branches, + types, + content, + max_branch_len, + is_single_point_soma=is_single_point_soma, + ) + + if sort: + first_val = np.asarray([b[0] for b in branches]) + sorting = np.argsort(first_val, kind="mergesort") + sorted_branches = [branches[s] for s in sorting] + sorted_types = [types[s] for s in sorting] + else: + sorted_branches = branches + sorted_types = types + return sorted_branches, sorted_types + + +def _radius_generating_fns( + all_branches: np.ndarray, + radiuses: np.ndarray, + each_length: np.ndarray, + parents: np.ndarray, + types: np.ndarray, +) -> List[Callable]: + """For all branches in a cell, returns callable that return radius given loc.""" + radius_fns = [] + for i, branch in enumerate(all_branches): + rads_in_branch = radiuses[np.asarray(branch) - 1] + if parents[i] > -1 and types[i] != types[parents[i]]: + # We do not want to linearly interpolate between the radius of the previous + # branch if a new type of neurite is found (e.g. switch from soma to + # apical). From looking at the SWC from n140.swc I believe that this is + # also what NEURON does. + rads_in_branch[0] = rads_in_branch[1] + radius_fn = _radius_generating_fn( + radiuses=rads_in_branch, each_length=each_length[i] + ) + # Beause SWC starts counting at 1, but numpy counts from 0. + # ind_of_branch_endpoint = np.asarray(b) - 1 + radius_fns.append(radius_fn) + return radius_fns + + +def _padded_radius(loc: float, radiuses: np.ndarray) -> float: + return radiuses * np.ones_like(loc) + + +def _radius(loc: float, cutoffs: np.ndarray, radiuses: np.ndarray) -> float: + """Function which returns the radius via linear interpolation. + + Defined outside of `_radius_generating_fns` to allow for pickling of the resulting + Cell object.""" + index = np.digitize(loc, cutoffs, right=False) + left_rad = radiuses[index - 1] + right_rad = radiuses[index] + left_loc = cutoffs[index - 1] + right_loc = cutoffs[index] + loc_within_bin = (loc - left_loc) / (right_loc - left_loc) + return left_rad + (right_rad - left_rad) * loc_within_bin + + +def _padded_radius_generating_fn(radiuses: np.ndarray) -> Callable: + return partial(_padded_radius, radiuses=radiuses) + + +def _radius_generating_fn(radiuses: np.ndarray, each_length: np.ndarray) -> Callable: + # Avoid division by 0 with the `summed_len` below. + each_length[each_length < 1e-8] = 1e-8 + summed_len = np.sum(each_length) + cutoffs = np.cumsum(np.concatenate([np.asarray([0]), each_length])) / summed_len + cutoffs[0] -= 1e-8 + cutoffs[-1] += 1e-8 + + # We have to linearly interpolate radiuses, therefore we need at least two radiuses. + # However, jaxley allows somata which consist of a single traced point (i.e. + # just one radius). Therefore, we just `tile` in order to generate an artificial + # endpoint and startpoint radius of the soma. + if len(radiuses) == 1: + radiuses = np.tile(radiuses, 2) + + return partial(_radius, cutoffs=cutoffs, radiuses=radiuses) + + +def _build_parents(all_branches: List[np.ndarray]) -> List[int]: + parents = [None] * len(all_branches) + all_last_inds = [b[-1] for b in all_branches] + for i, branch in enumerate(all_branches): + parent_ind = branch[0] + ind = np.where(np.asarray(all_last_inds) == parent_ind)[0] + if len(ind) > 0 and ind != i: + parents[i] = ind[0] + else: + assert ( + parent_ind == 1 + ), """Trying to connect a segment to the beginning of + another segment. This is not allowed. Please create an issue on github.""" + parents[i] = -1 + + return parents + + +def _compute_pathlengths( + all_branches: np.ndarray, coords: np.ndarray, is_single_point_soma: bool +) -> List[np.ndarray]: + """ + Args: + coords: Has shape (num_traced_points, 5), where `5` is (type, x, y, z, radius). + """ + branch_pathlengths = [] + for b in all_branches: + coords_in_branch = coords[np.asarray(b) - 1] + if len(coords_in_branch) > 1: + # If the branch starts at a different neurite (e.g. the soma) then NEURON + # ignores the distance from that initial point. To reproduce, use the + # following SWC dummy file and read it in NEURON (and Jaxley): + # 1 1 0.00 0.0 0.0 6.0 -1 + # 2 2 9.00 0.0 0.0 0.5 1 + # 3 2 10.0 0.0 0.0 0.3 2 + types = coords_in_branch[:, 0] + if int(types[0]) == 1 and int(types[1]) != 1 and is_single_point_soma: + coords_in_branch[0] = coords_in_branch[1] + + # Compute distances between all traced points in a branch. + point_diffs = np.diff(coords_in_branch, axis=0) + dists = np.sqrt( + point_diffs[:, 1] ** 2 + point_diffs[:, 2] ** 2 + point_diffs[:, 3] ** 2 + ) + else: + # Jaxley uses length and radius for every compartment and assumes the + # surface area to be 2*pi*r*length. For branches consisting of a single + # traced point we assume for them to have area 4*pi*r*r. Therefore, we have + # to set length = 2*r. + radius = coords_in_branch[0, 4] # txyzr -> 4 is radius. + dists = np.asarray([2 * radius]) + branch_pathlengths.append(dists) + return branch_pathlengths + + def swc_to_jaxley( fname: str, max_branch_len: Optional[float] = None, @@ -95,7 +340,7 @@ def swc_to_jaxley( @deprecated_kwargs("0.6.0", ["nseg"]) -def read_swc( +def read_swc_custom( fname: str, ncomp: Optional[int] = None, nseg: Optional[int] = None, @@ -179,3 +424,59 @@ def read_swc( if len(indices) > 0: cell.branch(indices).add_to_group(name) return cell + + +@deprecated_kwargs("0.6.0", ["nseg"]) +def read_swc( + fname: str, + ncomp: Optional[int] = None, + nseg: Optional[int] = None, + max_branch_len: Optional[float] = None, + min_radius: Optional[float] = None, + assign_groups: bool = True, + backend: str = "custom", +) -> Cell: + """Reads SWC file into a `Cell`. + + Jaxley assumes cylindrical compartments and therefore defines length and radius + for every compartment. The surface area is then 2*pi*r*length. For branches + consisting of a single traced point we assume for them to have area 4*pi*r*r. + Therefore, in these cases, we set lenght=2*r. + + Args: + fname: Path to the swc file. + ncomp: The number of compartments per branch. + nseg: Deprecated. Use `ncomp` instead. + max_branch_len: If a branch is longer than this value it is split into two + branches. + min_radius: If the radius of a reconstruction is below this value it is clipped. + assign_groups: If True, then the identity of reconstructed points in the SWC + file will be used to generate groups `undefined`, `soma`, `axon`, `basal`, + `apical`, `custom`. See here: + http://www.neuronland.org/NLMorphologyConverter/MorphologyFormats/SWC/Spec.html + backend: The backend to use. Currently `custom` and `graph` are supported. + For context on these backends see `read_swc_custom` and `from_graph`. + + Returns: + A `Cell` object.""" + + if backend == "custom": + return read_swc_custom( + fname, + ncomp=ncomp, + nseg=nseg, + max_branch_len=max_branch_len, + min_radius=min_radius, + assign_groups=assign_groups, + ) + elif backend == "graph": + graph = swc_to_graph(fname) + return from_graph( + graph, + ncomp=ncomp, + max_branch_len=max_branch_len, + min_radius=min_radius, + assign_groups=assign_groups, + ) + else: + raise ValueError(f"Unknown backend: {backend}. Use either `custom` or `graph`.") diff --git a/jaxley/modules/base.py b/jaxley/modules/base.py index c138a0ae..98ad134a 100644 --- a/jaxley/modules/base.py +++ b/jaxley/modules/base.py @@ -2521,12 +2521,15 @@ def _set_inds_in_view( incl_comps = pointer.nodes.loc[ self._nodes_in_view, "global_comp_index" ].unique() - pre = base_edges["pre_global_comp_index"].isin(incl_comps).to_numpy() - post = base_edges["post_global_comp_index"].isin(incl_comps).to_numpy() - possible_edges_in_view = base_edges.index.to_numpy()[(pre & post).flatten()] - self._edges_in_view = np.intersect1d( - possible_edges_in_view, self._edges_in_view - ) + if not base_edges.empty: + pre = base_edges["pre_global_comp_index"].isin(incl_comps).to_numpy() + post = base_edges["post_global_comp_index"].isin(incl_comps).to_numpy() + possible_edges_in_view = base_edges.index.to_numpy()[ + (pre & post).flatten() + ] + self._edges_in_view = np.intersect1d( + possible_edges_in_view, self._edges_in_view + ) elif not has_node_inds and has_edge_inds: base_nodes = self.base.nodes self._edges_in_view = edges diff --git a/jaxley/utils/cell_utils.py b/jaxley/utils/cell_utils.py index d71014c2..c5cf8cc1 100644 --- a/jaxley/utils/cell_utils.py +++ b/jaxley/utils/cell_utils.py @@ -1,270 +1,17 @@ # This file is part of Jaxley, a differentiable neuroscience simulator. Jaxley is # licensed under the Apache License Version 2.0, see -from functools import partial from math import pi -from typing import Callable, Dict, List, Optional, Tuple, Union -from warnings import warn +from typing import Callable, Dict, List, Optional, Tuple import jax.numpy as jnp import numpy as np import pandas as pd -from jax import jit, vmap +from jax import vmap from jaxley.utils.misc_utils import cumsum_leading_zero -def _split_into_branches_and_sort( - content: np.ndarray, - max_branch_len: Optional[float], - is_single_point_soma: bool, - sort: bool = True, -) -> Tuple[np.ndarray, np.ndarray]: - branches, types = _split_into_branches(content, is_single_point_soma) - if max_branch_len is not None: - branches, types = _split_long_branches( - branches, - types, - content, - max_branch_len, - is_single_point_soma=is_single_point_soma, - ) - - if sort: - first_val = np.asarray([b[0] for b in branches]) - sorting = np.argsort(first_val, kind="mergesort") - sorted_branches = [branches[s] for s in sorting] - sorted_types = [types[s] for s in sorting] - else: - sorted_branches = branches - sorted_types = types - return sorted_branches, sorted_types - - -def _split_long_branches( - branches: np.ndarray, - types: np.ndarray, - content: np.ndarray, - max_branch_len: float, - is_single_point_soma: bool, -) -> Tuple[np.ndarray, np.ndarray]: - pathlengths = _compute_pathlengths( - branches, content[:, 1:6], is_single_point_soma=is_single_point_soma - ) - pathlengths = [np.sum(length_traced) for length_traced in pathlengths] - split_branches = [] - split_types = [] - for branch, type, length in zip(branches, types, pathlengths): - num_subbranches = 1 - split_branch = [branch] - while length > max_branch_len: - num_subbranches += 1 - split_branch = _split_branch_equally(branch, num_subbranches) - lengths_of_subbranches = _compute_pathlengths( - split_branch, - coords=content[:, 1:6], - is_single_point_soma=is_single_point_soma, - ) - lengths_of_subbranches = [ - np.sum(length_traced) for length_traced in lengths_of_subbranches - ] - length = max(lengths_of_subbranches) - if num_subbranches > 10: - warn( - """`num_subbranches > 10`, stopping to split. Most likely your - SWC reconstruction is not dense and some neighbouring traced - points are farther than `max_branch_len` apart.""" - ) - break - split_branches += split_branch - split_types += [type] * num_subbranches - - return split_branches, split_types - - -def _split_branch_equally(branch: np.ndarray, num_subbranches: int) -> List[np.ndarray]: - num_points_each = len(branch) // num_subbranches - branches = [branch[:num_points_each]] - for i in range(1, num_subbranches - 1): - branches.append(branch[i * num_points_each - 1 : (i + 1) * num_points_each]) - branches.append(branch[(num_subbranches - 1) * num_points_each - 1 :]) - return branches - - -def _split_into_branches( - content: np.ndarray, is_single_point_soma: bool -) -> Tuple[np.ndarray, np.ndarray]: - prev_ind = None - prev_type = None - n_branches = 0 - - # Branch inds will contain the row identifier at which a branch point occurs - # (i.e. the row of the parent of two branches). - branch_inds = [] - for c in content: - current_ind = c[0] - current_parent = c[-1] - current_type = c[1] - if current_parent != prev_ind or current_type != prev_type: - branch_inds.append(int(current_parent)) - n_branches += 1 - prev_ind = current_ind - prev_type = current_type - - all_branches = [] - current_branch = [] - all_types = [] - - # Loop over every line in the SWC file. - for c in content: - current_ind = c[0] # First col is row_identifier - current_parent = c[-1] # Last col is parent in SWC specification. - if current_parent == -1: - all_types.append(c[1]) - else: - current_type = c[1] - - if current_parent == -1 and is_single_point_soma and current_ind == 1: - all_branches.append([int(current_ind)]) - all_types.append(int(current_type)) - - # Either append the current point to the branch, or add the branch to - # `all_branches`. - if current_parent in branch_inds[1:]: - if len(current_branch) > 1: - all_branches.append(current_branch) - all_types.append(current_type) - current_branch = [int(current_parent), int(current_ind)] - else: - current_branch.append(int(current_ind)) - - # Append the final branch (intermediate branches are already appended five lines - # above.) - all_branches.append(current_branch) - return all_branches, all_types - - -def _build_parents(all_branches: List[np.ndarray]) -> List[int]: - parents = [None] * len(all_branches) - all_last_inds = [b[-1] for b in all_branches] - for i, branch in enumerate(all_branches): - parent_ind = branch[0] - ind = np.where(np.asarray(all_last_inds) == parent_ind)[0] - if len(ind) > 0 and ind != i: - parents[i] = ind[0] - else: - assert ( - parent_ind == 1 - ), """Trying to connect a segment to the beginning of - another segment. This is not allowed. Please create an issue on github.""" - parents[i] = -1 - - return parents - - -def _radius_generating_fns( - all_branches: np.ndarray, - radiuses: np.ndarray, - each_length: np.ndarray, - parents: np.ndarray, - types: np.ndarray, -) -> List[Callable]: - """For all branches in a cell, returns callable that return radius given loc.""" - radius_fns = [] - for i, branch in enumerate(all_branches): - rads_in_branch = radiuses[np.asarray(branch) - 1] - if parents[i] > -1 and types[i] != types[parents[i]]: - # We do not want to linearly interpolate between the radius of the previous - # branch if a new type of neurite is found (e.g. switch from soma to - # apical). From looking at the SWC from n140.swc I believe that this is - # also what NEURON does. - rads_in_branch[0] = rads_in_branch[1] - radius_fn = _radius_generating_fn( - radiuses=rads_in_branch, each_length=each_length[i] - ) - # Beause SWC starts counting at 1, but numpy counts from 0. - # ind_of_branch_endpoint = np.asarray(b) - 1 - radius_fns.append(radius_fn) - return radius_fns - - -def _padded_radius(loc: float, radiuses: np.ndarray) -> float: - return radiuses * np.ones_like(loc) - - -def _radius(loc: float, cutoffs: np.ndarray, radiuses: np.ndarray) -> float: - """Function which returns the radius via linear interpolation. - - Defined outside of `_radius_generating_fns` to allow for pickling of the resulting - Cell object.""" - index = np.digitize(loc, cutoffs, right=False) - left_rad = radiuses[index - 1] - right_rad = radiuses[index] - left_loc = cutoffs[index - 1] - right_loc = cutoffs[index] - loc_within_bin = (loc - left_loc) / (right_loc - left_loc) - return left_rad + (right_rad - left_rad) * loc_within_bin - - -def _padded_radius_generating_fn(radiuses: np.ndarray) -> Callable: - return partial(_padded_radius, radiuses=radiuses) - - -def _radius_generating_fn(radiuses: np.ndarray, each_length: np.ndarray) -> Callable: - # Avoid division by 0 with the `summed_len` below. - each_length[each_length < 1e-8] = 1e-8 - summed_len = np.sum(each_length) - cutoffs = np.cumsum(np.concatenate([np.asarray([0]), each_length])) / summed_len - cutoffs[0] -= 1e-8 - cutoffs[-1] += 1e-8 - - # We have to linearly interpolate radiuses, therefore we need at least two radiuses. - # However, jaxley allows somata which consist of a single traced point (i.e. - # just one radius). Therefore, we just `tile` in order to generate an artificial - # endpoint and startpoint radius of the soma. - if len(radiuses) == 1: - radiuses = np.tile(radiuses, 2) - - return partial(_radius, cutoffs=cutoffs, radiuses=radiuses) - - -def _compute_pathlengths( - all_branches: np.ndarray, coords: np.ndarray, is_single_point_soma: bool -) -> List[np.ndarray]: - """ - Args: - coords: Has shape (num_traced_points, 5), where `5` is (type, x, y, z, radius). - """ - branch_pathlengths = [] - for b in all_branches: - coords_in_branch = coords[np.asarray(b) - 1] - if len(coords_in_branch) > 1: - # If the branch starts at a different neurite (e.g. the soma) then NEURON - # ignores the distance from that initial point. To reproduce, use the - # following SWC dummy file and read it in NEURON (and Jaxley): - # 1 1 0.00 0.0 0.0 6.0 -1 - # 2 2 9.00 0.0 0.0 0.5 1 - # 3 2 10.0 0.0 0.0 0.3 2 - types = coords_in_branch[:, 0] - if int(types[0]) == 1 and int(types[1]) != 1 and is_single_point_soma: - coords_in_branch[0] = coords_in_branch[1] - - # Compute distances between all traced points in a branch. - point_diffs = np.diff(coords_in_branch, axis=0) - dists = np.sqrt( - point_diffs[:, 1] ** 2 + point_diffs[:, 2] ** 2 + point_diffs[:, 3] ** 2 - ) - else: - # Jaxley uses length and radius for every compartment and assumes the - # surface area to be 2*pi*r*length. For branches consisting of a single - # traced point we assume for them to have area 4*pi*r*r. Therefore, we have - # to set length = 2*r. - radius = coords_in_branch[0, 4] # txyzr -> 4 is radius. - dists = np.asarray([2 * radius]) - branch_pathlengths.append(dists) - return branch_pathlengths - - def build_radiuses_from_xyzr( radius_fns: List[Callable], branch_indices: List[int], diff --git a/pyproject.toml b/pyproject.toml index 0036de5b..47e5bcb7 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -35,6 +35,7 @@ dependencies = [ "numpy", "pandas>=2.2.0", "tridiax", + "networkx", ] [project.optional-dependencies] diff --git a/tests/conftest.py b/tests/conftest.py index 1caf1f33..7345dd91 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -153,6 +153,7 @@ def get_or_build_cell( fname: Optional[str] = None, ncomp: int = 1, max_branch_len: float = 2_000.0, + swc_backend: str = "custom", copy: bool = True, force_init: bool = False, ) -> jx.Cell: @@ -175,7 +176,11 @@ def get_or_build_cell( fname = default_fname if fname is None else fname if key := (fname, ncomp, max_branch_len) not in cells or force_init: cells[key] = jx.read_swc( - fname, ncomp=ncomp, max_branch_len=max_branch_len, assign_groups=True + fname, + ncomp=ncomp, + max_branch_len=max_branch_len, + assign_groups=True, + backend=swc_backend, ) return deepcopy(cells[key]) if copy and not force_init else cells[key] diff --git a/tests/helpers.py b/tests/helpers.py new file mode 100644 index 00000000..355c720a --- /dev/null +++ b/tests/helpers.py @@ -0,0 +1,158 @@ +# This file is part of Jaxley, a differentiable neuroscience simulator. Jaxley is +# licensed under the Apache License Version 2.0, see + +import numpy as np +import pandas as pd + + +def get_segment_xyzrL(section, comp_idx=None, loc=None, nseg=8): + assert ( + comp_idx is not None or loc is not None + ), "Either comp_idx or loc must be provided." + assert not ( + comp_idx is not None and loc is not None + ), "Only one of comp_idx or loc can be provided." + + comp_len = 1 / nseg + loc = comp_len / 2 + comp_idx * comp_len if loc is None else loc + + n3d = section.n3d() + x3d = np.array([section.x3d(i) for i in range(n3d)]) + y3d = np.array([section.y3d(i) for i in range(n3d)]) + z3d = np.array([section.z3d(i) for i in range(n3d)]) + L = np.array([section.arc3d(i) for i in range(n3d)]) # Cumulative arc lengths + r3d = np.array([section.diam3d(i) / 2 for i in range(n3d)]) + if loc is None: + return x3d, y3d, z3d, r3d + else: + total_length = L[-1] + target_length = loc * total_length + + # Find segment containing target_length + for i in range(1, n3d): + if L[i] >= target_length: + break + else: + i = n3d - 1 + + # Interpolate between points i-1 and i + L0, L1 = L[i - 1], L[i] + t = (target_length - L0) / (L1 - L0) + x = x3d[i - 1] + t * (x3d[i] - x3d[i - 1]) + y = y3d[i - 1] + t * (y3d[i] - y3d[i - 1]) + z = z3d[i - 1] + t * (z3d[i] - z3d[i - 1]) + r = r3d[i - 1] + t * (r3d[i] - r3d[i - 1]) + return x, y, z, r, L[-1] / nseg + + +def jaxley2neuron_by_coords(jx_cell, neuron_secs, comp_idx=None, loc=None, nseg=8): + neuron_coords = { + i: np.vstack(get_segment_xyzrL(sec, comp_idx=comp_idx, loc=loc, nseg=nseg))[ + :3 + ].T + for i, sec in enumerate(neuron_secs) + } + neuron_coords = np.vstack( + [np.hstack([k * np.ones((v.shape[0], 1)), v]) for k, v in neuron_coords.items()] + ) + neuron_coords = pd.DataFrame( + neuron_coords, columns=["global_branch_index", "x", "y", "z"] + ) + neuron_coords["global_branch_index"] = neuron_coords["global_branch_index"].astype( + int + ) + + neuron_loc_xyz = neuron_coords.groupby("global_branch_index").mean() + jaxley_loc_xyz = ( + jx_cell.branch("all") + .loc(loc) + .nodes.set_index("global_branch_index")[["x", "y", "z"]] + ) + + jaxley2neuron_inds = {} + for i, xyz in enumerate(jaxley_loc_xyz.to_numpy()): + d = np.sqrt(((neuron_loc_xyz - xyz) ** 2)).sum(axis=1) + jaxley2neuron_inds[i] = d.argmin() + return jaxley2neuron_inds + + +def jaxley2neuron_by_group( + jx_cell, + neuron_secs, + comp_idx=None, + loc=None, + nseg=8, + num_apical=20, + num_tuft=20, + num_basal=10, +): + y_apical = ( + jx_cell.apical.nodes.groupby("global_branch_index") + .mean()["y"] + .abs() + .sort_values() + ) + trunk_inds = y_apical.index[:num_apical].tolist() + tuft_inds = y_apical.index[-num_tuft:].tolist() + basal_inds = ( + jx_cell.basal.nodes["global_branch_index"].unique()[:num_basal].tolist() + ) + + jaxley2neuron = jaxley2neuron_by_coords( + jx_cell, neuron_secs, comp_idx=comp_idx, loc=loc, nseg=nseg + ) + + neuron_trunk_inds = [jaxley2neuron[i] for i in trunk_inds] + neuron_tuft_inds = [jaxley2neuron[i] for i in tuft_inds] + neuron_basal_inds = [jaxley2neuron[i] for i in basal_inds] + + neuron_inds = { + "trunk": neuron_trunk_inds, + "tuft": neuron_tuft_inds, + "basal": neuron_basal_inds, + } + jaxley_inds = {"trunk": trunk_inds, "tuft": tuft_inds, "basal": basal_inds} + return neuron_inds, jaxley_inds + + +def match_stim_loc(jx_cell, neuron_sec, comp_idx=None, loc=None, nseg=8): + stim_coords = get_segment_xyzrL(neuron_sec, comp_idx=comp_idx, loc=loc, nseg=nseg)[ + :3 + ] + stim_idx = ( + ((jx_cell.nodes[["x", "y", "z"]] - stim_coords) ** 2).sum(axis=1).argmin() + ) + return stim_idx + + +def import_neuron_morph(fname, nseg=8): + from neuron import h + + _ = h.load_file("stdlib.hoc") + _ = h.load_file("import3d.hoc") + nseg = 8 + + ##################### NEURON ################## + for sec in h.allsec(): + h.delete_section(sec=sec) + + cell = h.Import3d_SWC_read() + cell.input(fname) + i3d = h.Import3d_GUI(cell, False) + i3d.instantiate(None) + + for sec in h.allsec(): + sec.nseg = nseg + return h, cell + + +def equal_both_nan_or_empty_df(a, b): + if a.empty and b.empty: + return True + a[a.isna()] = -1 + b[b.isna()] = -1 + if set(a.columns) != set(b.columns): + return False + else: + a = a[b.columns] + return (a == b).all() diff --git a/tests/jaxley_identical/test_swc.py b/tests/jaxley_identical/test_swc.py index fa50c9a6..4a865daf 100644 --- a/tests/jaxley_identical/test_swc.py +++ b/tests/jaxley_identical/test_swc.py @@ -15,9 +15,10 @@ import jax.numpy as jnp import numpy as np import pytest +from jaxley_mech.channels.l5pc import * import jaxley as jx -from jaxley.channels import HH +from jaxley.channels import HH, K, Leak, Na from jaxley.synapses import IonotropicSynapse @@ -152,3 +153,178 @@ def test_swc_net(voltage_solver: str, SimpleMorphCell): max_error = np.max(np.abs(voltages[:, ::20] - voltages_300724)) tolerance = 1e-8 assert max_error <= tolerance, f"Error is {max_error} > {tolerance}" + + +# This test will be skipped for now, due to weird quirk of the swc file, which has two +# different radii for the same xyz coordinates (L10364: 10362 -> 10549). This is handled +# by the differently by the two swc reader backends (graph seems to be the correct one, +# compared to NEURON). +@pytest.mark.skip +@pytest.mark.slow +@pytest.mark.parametrize("swc_backend", ["custom", "graph"]) +def test_swc_morph(swc_backend, SimpleMorphCell): + gt_apical = {} + gt_soma = {} + gt_axon = {} + + gt_apical["apical_NaTs2T_gNaTs2T"] = 0.026145 + gt_apical["apical_SKv3_1_gSKv3_1"] = 0.004226 + gt_apical["apical_M_gM"] = 0.000143 + + gt_soma["somatic_NaTs2T_gNaTs2T"] = 0.983955 + gt_soma["somatic_SKv3_1_gSKv3_1"] = 0.303472 + gt_soma["somatic_SKE2_gSKE2"] = 0.008407 + gt_soma["somatic_CaPump_gamma"] = 0.000609 + gt_soma["somatic_CaPump_decay"] = 210.485291 + gt_soma["somatic_CaHVA_gCaHVA"] = 0.000994 + gt_soma["somatic_CaLVA_gCaLVA"] = 0.000333 + + gt_axon["axonal_NaTaT_gNaTaT"] = 3.137968 + gt_axon["axonal_KPst_gKPst"] = 0.973538 + gt_axon["axonal_KTst_gKTst"] = 0.089259 + gt_axon["axonal_SKE2_gSKE2"] = 0.007104 + gt_axon["axonal_SKv3_1_gSKv3_1"] = 1.021945 + gt_axon["axonal_CaHVA_gCaHVA"] = 0.00099 + gt_axon["axonal_CaLVA_gCaLVA"] = 0.008752 + gt_axon["axonal_CaPump_gamma"] = 0.00291 + gt_axon["axonal_CaPump_decay"] = 287.19873 + + dirname = os.path.dirname(__file__) + fname = os.path.join(dirname, "../swc_files", "bbp_with_axon.swc") # n120 + cell = SimpleMorphCell(fname, ncomp=2, swc_backend=swc_backend) + + # custom swc reader does not label the root branch that is added to the soma + # while the graph swc reader does. This is accounted for here. + cell.groups["soma"] = ( + cell.groups["soma"][2:] if swc_backend == "graph" else cell.groups["soma"] + ) + apical_inds = cell.groups["apical"] + + ########## APICAL ########## + cell.apical.set("capacitance", 2.0) + cell.apical.insert(NaTs2T().change_name("apical_NaTs2T")) + cell.apical.insert(SKv3_1().change_name("apical_SKv3_1")) + cell.apical.insert(M().change_name("apical_M")) + cell.apical.insert(H().change_name("apical_H")) + + for c in apical_inds: + distance = cell.scope("global").comp(c).distance(cell.branch(1).loc(0.0)) + cond = (-0.8696 + 2.087 * np.exp(distance * 0.0031)) * 8e-5 + cell.scope("global").comp(c).set("apical_H_gH", cond) + + ########## SOMA ########## + cell.soma.insert(NaTs2T().change_name("somatic_NaTs2T")) + cell.soma.insert(SKv3_1().change_name("somatic_SKv3_1")) + cell.soma.insert(SKE2().change_name("somatic_SKE2")) + ca_dynamics = CaNernstReversal() + ca_dynamics.channel_constants["T"] = 307.15 + cell.soma.insert(ca_dynamics) + cell.soma.insert(CaPump().change_name("somatic_CaPump")) + cell.soma.insert(CaHVA().change_name("somatic_CaHVA")) + cell.soma.insert(CaLVA().change_name("somatic_CaLVA")) + cell.soma.set("CaCon_i", 5e-05) + cell.soma.set("CaCon_e", 2.0) + + ########## BASAL ########## + cell.basal.insert(H().change_name("basal_H")) + cell.basal.set("basal_H_gH", 8e-5) + + # ########## AXON ########## + cell.insert(CaNernstReversal()) + cell.set("CaCon_i", 5e-05) + cell.set("CaCon_e", 2.0) + cell.axon.insert(NaTaT().change_name("axonal_NaTaT")) + cell.axon.insert(KTst().change_name("axonal_KTst")) + cell.axon.insert(CaPump().change_name("axonal_CaPump")) + cell.axon.insert(SKE2().change_name("axonal_SKE2")) + cell.axon.insert(CaHVA().change_name("axonal_CaHVA")) + cell.axon.insert(KPst().change_name("axonal_KPst")) + cell.axon.insert(SKv3_1().change_name("axonal_SKv3_1")) + cell.axon.insert(CaLVA().change_name("axonal_CaLVA")) + + ########## WHOLE CELL ########## + cell.insert(Leak()) + cell.set("Leak_gLeak", 3e-05) + cell.set("Leak_eLeak", -75.0) + + cell.set("axial_resistivity", 100.0) + cell.set("eNa", 50.0) + cell.set("eK", -85.0) + cell.set("v", -65.0) + + for key in gt_apical.keys(): + cell.apical.set(key, gt_apical[key]) + + for key in gt_soma.keys(): + cell.soma.set(key, gt_soma[key]) + + for key in gt_axon.keys(): + cell.axon.set(key, gt_axon[key]) + + dt = 0.025 + t_max = 100.0 + time_vec = np.arange(0, t_max + 2 * dt, dt) + + cell.delete_stimuli() + cell.delete_recordings() + + i_delay = 10.0 + i_dur = 80.0 + i_amp = 3.0 + current = jx.step_current(i_delay, i_dur, i_amp, dt, t_max) + cell.branch(1).comp(0).stimulate(current) + cell.branch(1).comp(0).record() + + cell.set("v", -65.0) + cell.init_states() + + voltages = jx.integrate(cell) + + voltages_250130 = jnp.asarray( + [ + -65.0, + -66.22422623, + -67.23001452, + -68.06298803, + -68.75766951, + -33.91317711, + -55.24503749, + -46.11452291, + -42.18960646, + -51.12861864, + -43.65442616, + -40.62727385, + -49.56110473, + -43.24030949, + -36.71731271, + -48.7405489, + -42.98507829, + -34.64282586, + -48.24427898, + -42.6412365, + -34.70568206, + -47.90643598, + -42.15688181, + -36.17711814, + -47.65564274, + -41.52265914, + -38.1627371, + -47.44680473, + -40.70730741, + -40.15298353, + -47.25483146, + -39.63994798, + -41.96818737, + -47.06569105, + -38.17257448, + -43.50053648, + -46.87517934, + -65.40488865, + -69.96981343, + -72.24384111, + -73.46204372, + ] + ) + max_error = np.max(np.abs(voltages[:, ::100] - voltages_250130)) + tolerance = 1e-8 + assert max_error <= tolerance, f"Error is {max_error} > {tolerance}" diff --git a/tests/swc_files/bbp_with_axon.swc b/tests/swc_files/bbp_with_axon.swc new file mode 100644 index 00000000..47ba1e08 --- /dev/null +++ b/tests/swc_files/bbp_with_axon.swc @@ -0,0 +1,10619 @@ +# Created by MorphIO v3.3.7 +# index type X Y Z radius parent +1 1 263.248016357 5.356218338 -3.380000114 2.457118273 -1 +2 1 263.269897461 6.661669254 -3.380000114 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Jaxley is +# licensed under the Apache License Version 2.0, see + +import os +from copy import deepcopy + +import jax + +jax.config.update("jax_enable_x64", True) +jax.config.update("jax_platform_name", "cpu") + + +os.environ["XLA_PYTHON_CLIENT_MEM_FRACTION"] = ".8" + +import jax.numpy as jnp +import networkx as nx +import numpy as np +import pandas as pd +import pytest + +import jaxley as jx +from jaxley import connect +from jaxley.channels import HH +from jaxley.channels.pospischil import K, Leak, Na +from jaxley.io.graph import ( + add_missing_graph_attrs, + from_graph, + make_jaxley_compatible, + swc_to_graph, + to_graph, + trace_branches, +) +from jaxley.synapses import IonotropicSynapse, TestSynapse + +# from jaxley.utils.misc_utils import recursive_compare +from tests.helpers import ( + equal_both_nan_or_empty_df, + get_segment_xyzrL, + import_neuron_morph, + jaxley2neuron_by_group, + match_stim_loc, +) + + +# test exporting and re-importing of different modules +def test_graph_import_export_cycle( + SimpleComp, SimpleBranch, SimpleCell, SimpleNet, SimpleMorphCell +): + np.random.seed(0) + comp = SimpleComp() + branch = SimpleBranch(4) + cell = SimpleCell(5, 4) + morph_cell = SimpleMorphCell(ncomp=1) + net = SimpleNet(3, 5, 4) + + # add synapses + connect(net[0, 0, 0], net[1, 0, 0], IonotropicSynapse()) + connect(net[0, 0, 1], net[1, 0, 1], IonotropicSynapse()) + # connect(net[0, 0, 1], net[1, 0, 1], TestSynapse()) # makes test fail, see warning w. synapses = True + + # add groups + net.cell(2).add_to_group("cell2") + net.cell(2).branch(1).add_to_group("cell2branch1") + + # add ion channels + net.cell(0).insert(Na()) + net.cell(0).insert(Leak()) + net.cell(1).branch(1).insert(Na()) + net.cell(0).insert(K()) + + # test consistency of exported and re-imported modules + for module in [comp, branch, cell, net, morph_cell]: + module.compute_xyz() # ensure x,y,z in nodes b4 exporting for later comparison + module_graph = to_graph( + module, channels=True, synapses=True + ) # ensure to_graph works + re_module = from_graph(module_graph) # ensure prev exported graph can be read + re_module_graph = to_graph( + re_module, channels=True, synapses=True + ) # ensure to_graph works for re-imported modules + + # ensure original module and re-imported module are equal + assert np.all(equal_both_nan_or_empty_df(re_module.nodes, module.nodes)) + assert np.all(equal_both_nan_or_empty_df(re_module.edges, module.edges)) + assert np.all( + equal_both_nan_or_empty_df(re_module.branch_edges, module.branch_edges) + ) + + for k in module.groups: + assert k in re_module.groups + assert np.all(re_module.groups[k] == module.groups[k]) + + for re_xyzr, xyzr in zip(re_module.xyzr, module.xyzr): + re_xyzr[np.isnan(re_xyzr)] = -1 + xyzr[np.isnan(xyzr)] = -1 + + assert np.all(re_xyzr == xyzr) + + re_imported_mechs = re_module.channels + re_module.synapses + for re_mech, mech in zip(re_imported_mechs, module.channels + module.synapses): + assert np.all(re_mech.name == mech.name) + + # ensure exported graph and re-exported graph are equal + node_df = pd.DataFrame( + [d for i, d in module_graph.nodes(data=True)], index=module_graph.nodes + ).sort_index() + re_node_df = pd.DataFrame( + [d for i, d in re_module_graph.nodes(data=True)], + index=re_module_graph.nodes, + ).sort_index() + assert np.all(equal_both_nan_or_empty_df(node_df, re_node_df)) + + edges = pd.DataFrame( + [ + { + "pre_global_comp_index": i, + "post_global_comp_index": j, + **module_graph.edges[i, j], + } + for (i, j) in module_graph.edges + ] + ) + re_edges = pd.DataFrame( + [ + { + "pre_global_comp_index": i, + "post_global_comp_index": j, + **re_module_graph.edges[i, j], + } + for (i, j) in re_module_graph.edges + ] + ) + assert np.all(equal_both_nan_or_empty_df(edges, re_edges)) + + # ignore "externals", "recordings", "trainable_params", "indices_set_by_trainables" + for k in ["ncomp", "xyzr"]: + assert module_graph.graph[k] == re_module_graph.graph[k] + + # assume if module can be integrated, so can be comp, cell and branch + if isinstance(module, jx.Network): + # test integration of re-imported module + re_module.select(nodes=0).record(verbose=False) + jx.integrate(re_module, t_max=0.5) + + +@pytest.mark.parametrize( + "file", ["morph_single_point_soma.swc", "morph.swc", "bbp_with_axon.swc"] +) +def test_trace_branches(file): + dirname = os.path.dirname(__file__) + fname = os.path.join(dirname, "swc_files", file) + graph = swc_to_graph(fname) + + # pre-processing + graph = add_missing_graph_attrs(graph) + graph = trace_branches(graph, None, ignore_swc_trace_errors=False) + + edges = pd.DataFrame([{"u": u, "v": v, **d} for u, v, d in graph.edges(data=True)]) + nx_branch_lens = edges.groupby("branch_index")["l"].sum().to_numpy() + nx_branch_lens = np.sort(nx_branch_lens) + + # exclude artificial root branch + if np.isclose(nx_branch_lens[0], 1e-1): + nx_branch_lens = nx_branch_lens[1:] + + h, _ = import_neuron_morph(fname) + neuron_branch_lens = np.sort([sec.L for sec in h.allsec()]) + + errors = np.abs(neuron_branch_lens - nx_branch_lens) + # one error is expected, see https://github.com/jaxleyverse/jaxley/issues/140 + assert sum(errors > 1e-3) <= 1 + + +@pytest.mark.parametrize( + "file", ["morph_single_point_soma.swc", "morph.swc", "bbp_with_axon.swc"] +) +def test_from_graph_vs_NEURON(file): + ncomp = 8 + dirname = os.path.dirname(__file__) + fname = os.path.join(dirname, "swc_files", file) + + graph = swc_to_graph(fname) + cell = from_graph( + graph, ncomp=ncomp, max_branch_len=2000, ignore_swc_trace_errors=False + ) + cell.compute_compartment_centers() + h, neuron_cell = import_neuron_morph(fname, nseg=ncomp) + + # remove root branch + jaxley_comps = cell.nodes[ + ~np.isclose(cell.nodes["length"], 0.1 / ncomp) + ].reset_index(drop=True) + + jx_branch_lens = ( + jaxley_comps.groupby("global_branch_index")["length"].sum().to_numpy() + ) + + # match by branch lengths + neuron_xyzd = [np.array(s.psection()["morphology"]["pts3d"]) for s in h.allsec()] + neuron_branch_lens = np.array( + [ + np.sqrt((np.diff(n[:, :3], axis=0) ** 2).sum(axis=1)).sum() + for n in neuron_xyzd + ] + ) + neuron_inds = np.argsort(neuron_branch_lens) + jx_inds = np.argsort(jx_branch_lens) + + neuron_df = pd.DataFrame(columns=["neuron_idx", "x", "y", "z", "radius", "length"]) + jx_df = pd.DataFrame(columns=["jx_idx", "x", "y", "z", "radius", "length"]) + for k in range(len(neuron_inds)): + neuron_comp_k = np.array( + [ + get_segment_xyzrL(list(h.allsec())[neuron_inds[k]], comp_idx=i) + for i in range(ncomp) + ] + ) + # make this a dataframe + neuron_comp_k = pd.DataFrame( + neuron_comp_k, columns=["x", "y", "z", "radius", "length"] + ) + neuron_comp_k["idx"] = neuron_inds[k] + jx_comp_k = jaxley_comps[jaxley_comps["global_branch_index"] == jx_inds[k]][ + ["x", "y", "z", "radius", "length"] + ] + jx_comp_k["idx"] = jx_inds[k] + neuron_df = pd.concat([neuron_df, neuron_comp_k], axis=0, ignore_index=True) + jx_df = pd.concat([jx_df, jx_comp_k], axis=0, ignore_index=True) + + errors = neuron_df["neuron_idx"].to_frame() + errors["jx_idx"] = jx_df["jx_idx"] + errors[["x", "y", "z"]] = neuron_df[["x", "y", "z"]] - jx_df[["x", "y", "z"]] + errors["xyz"] = np.sqrt((errors[["x", "y", "z"]] ** 2).sum(axis=1)) + errors["radius"] = neuron_df["radius"] - jx_df["radius"] + errors["length"] = neuron_df["length"] - jx_df["length"] + + # one error is expected, see https://github.com/jaxleyverse/jaxley/issues/140 + assert sum(errors.groupby("jx_idx")["xyz"].max() > 1e-3) <= 1 + assert sum(errors.groupby("jx_idx")["radius"].max() > 1e-3) <= 1 + assert sum(errors.groupby("jx_idx")["length"].max() > 1e-3) <= 1 + + +def test_edges_only_to_jaxley(): + # test if edge graph can pe imported into to jaxley + sets_of_edges = [ + [(0, 1), (1, 2), (2, 3)], + [(0, 1), (1, 2), (1, 3), (2, 4), (2, 5), (3, 6), (3, 7)], + ] + for edges in sets_of_edges: + edge_graph = nx.DiGraph(edges) + edge_module = from_graph(edge_graph) + + +@pytest.mark.slow +@pytest.mark.parametrize("file", ["morph_single_point_soma.swc", "morph.swc"]) +def test_swc2graph_voltages(file): + """Check if voltages of SWC recording match. + + To match the branch indices between NEURON and jaxley, we rely on comparing the + length of the branches. + + It tests whether, on average over time and recordings, the voltage is off by less + than 1.5 mV. + """ + dirname = os.path.dirname(__file__) + fname = os.path.join(dirname, "swc_files", file) # n120 + + ncomp = 8 + + i_delay = 2.0 + i_dur = 5.0 + i_amp = 0.25 + t_max = 20.0 + dt = 0.025 + + ##################### NEURON ################## + h, neuron_cell = import_neuron_morph(fname, nseg=ncomp) + + ####################### jaxley ################## + graph = swc_to_graph(fname) + jx_cell = from_graph( + graph, ncomp=ncomp, max_branch_len=2000, ignore_swc_trace_errors=False + ) + jx_cell.compute_compartment_centers() + jx_cell.insert(HH()) + + branch_loc = 0.05 + neuron_inds, jaxley_inds = jaxley2neuron_by_group( + jx_cell, h.allsec(), loc=branch_loc + ) + trunk_inds, tuft_inds, basal_inds = [ + jaxley_inds[key] for key in ["trunk", "tuft", "basal"] + ] + neuron_trunk_inds, neuron_tuft_inds, neuron_basal_inds = [ + neuron_inds[key] for key in ["trunk", "tuft", "basal"] + ] + + stim_loc = 0.1 + stim_idx = match_stim_loc(jx_cell, h.soma[0], loc=stim_loc) + + jx_cell.set("axial_resistivity", 1_000.0) + jx_cell.set("v", -62.0) + jx_cell.set("HH_m", 0.074901) + jx_cell.set("HH_h", 0.4889) + jx_cell.set("HH_n", 0.3644787) + + jx_cell.select(stim_idx).stimulate( + jx.step_current(i_delay, i_dur, i_amp, dt, t_max) + ) + for i in trunk_inds + tuft_inds + basal_inds: + jx_cell.branch(i).loc(branch_loc).record() + + voltages_jaxley = jx.integrate(jx_cell, delta_t=dt) + + ################### NEURON ################# + stim = h.IClamp(h.soma[0](stim_loc)) + stim.delay = i_delay + stim.dur = i_dur + stim.amp = i_amp + + counter = 0 + voltage_recs = {} + + for r in neuron_trunk_inds: + for i, sec in enumerate(h.allsec()): + if i == r: + v = h.Vector() + v.record(sec(branch_loc)._ref_v) + voltage_recs[f"v{counter}"] = v + counter += 1 + + for r in neuron_tuft_inds: + for i, sec in enumerate(h.allsec()): + if i == r: + v = h.Vector() + v.record(sec(branch_loc)._ref_v) + voltage_recs[f"v{counter}"] = v + counter += 1 + + for r in neuron_basal_inds: + for i, sec in enumerate(h.allsec()): + if i == r: + v = h.Vector() + v.record(sec(branch_loc)._ref_v) + voltage_recs[f"v{counter}"] = v + counter += 1 + + for sec in h.allsec(): + sec.insert("hh") + sec.Ra = 1_000.0 + + sec.gnabar_hh = 0.120 # S/cm2 + sec.gkbar_hh = 0.036 # S/cm2 + sec.gl_hh = 0.0003 # S/cm2 + sec.ena = 50 # mV + sec.ek = -77.0 # mV + sec.el_hh = -54.3 # mV + + h.dt = dt + tstop = t_max + v_init = -62.0 + + def initialize(): + h.finitialize(v_init) + h.fcurrent() + + def integrate(): + while h.t < tstop: + h.fadvance() + + initialize() + integrate() + voltages_neuron = np.asarray([voltage_recs[key] for key in voltage_recs]) + + ####################### check ################ + errors = np.mean(np.abs(voltages_jaxley - voltages_neuron), axis=1) + + assert all(errors < 2.5), "voltages do not match." diff --git a/tests/test_swc.py b/tests/test_swc.py index 745b2e70..3cc0d750 100644 --- a/tests/test_swc.py +++ b/tests/test_swc.py @@ -237,8 +237,7 @@ def integrate(): initialize() integrate() voltages_neuron = np.asarray([voltage_recs[key] for key in voltage_recs]) + errors = np.mean(np.abs(voltages_jaxley - voltages_neuron), axis=1) ####################### check ################ - assert np.mean( - np.abs(voltages_jaxley - voltages_neuron) < 1.5 - ), "voltages do not match." + assert all(errors < 2.5), "voltages do not match."