From 0cd088017bc8244218edb5f15601dbfbaebc9c52 Mon Sep 17 00:00:00 2001 From: neukym Date: Thu, 7 Dec 2023 19:00:55 +0000 Subject: [PATCH] Adds demo for plotting sensors --- demos/demo_plotting.ipynb | 105 ++++++++++++++++++++++++++++++++++---- kymata/datasets/sample.py | 20 +++++++- 2 files changed, 113 insertions(+), 12 deletions(-) diff --git a/demos/demo_plotting.ipynb b/demos/demo_plotting.ipynb index 36a13b34..7ad6b4e0 100644 --- a/demos/demo_plotting.ipynb +++ b/demos/demo_plotting.ipynb @@ -7,17 +7,27 @@ "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2023-11-24T15:01:24.747411Z", - "start_time": "2023-11-24T15:01:22.767517Z" + "end_time": "2023-12-07T18:58:45.070428Z", + "start_time": "2023-12-07T18:58:44.008277Z" } }, "outputs": [], "source": [ - "from kymata.datasets.sample import KymataMirror2023Q3Dataset\n", - "from kymata.entities.expression import HexelExpressionSet\n", + "from kymata.datasets.sample import KymataMirror2023Q3Dataset, TVLDeltaInsTC1LoudnessOnlySensorsDataset\n", + "from kymata.entities.expression import HexelExpressionSet, SensorExpressionSet\n", "from kymata.plot.plotting import expression_plot" ] }, + { + "cell_type": "markdown", + "source": [ + "### Plot Hexel Expression Plots" + ], + "metadata": { + "collapsed": false + }, + "id": "e9ac84826ff9892e" + }, { "cell_type": "code", "execution_count": 2, @@ -26,8 +36,25 @@ "name": "stdout", "output_type": "stream", "text": [ + "Data root set at /Users/administration/Github/kymata-toolbox/kymata-toolbox-data.\n", + "Consider setting this as environmental variable KYMATA_DATA_ROOT to ensure it's reused next time.\n", + "Hint: $> KYMATA_DATA_ROOT=\"/Users/administration/Github/kymata-toolbox/kymata-toolbox-data\"\n", "Downloading dataset: kymata_mirror_Q3_2023\n", - "Local file already exists: /Users/cai/Dox/Work/Kymata lab/Data/kymata_data/kymata_mirror_Q3_2023/kymata_mirror_Q3_2023_expression_endtable.nkg\n", + "Downloading https://kymata.org/assets_kymata_toolbox_tutorial_data/gridsearch-result-data//kymata_mirror_Q3_2023_expression_endtable.nkg to /Users/administration/Github/kymata-toolbox/kymata-toolbox-data/kymata_mirror_Q3_2023/kymata_mirror_Q3_2023_expression_endtable.nkg\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/administration/Github/kymata-toolbox/kymata/io/nkg.py:136: UserWarning: This file uses an old format. Please consider re-saving the data to avoid future incompatibility.\n", + " warn(\"This file uses an old format. Please consider re-saving the data to avoid future incompatibility.\")\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ "vertical displacement (RH-Th/P/M)\n", "vertical displacement (RH-Ha/P/M)\n", "vertical displacement (LH-Th/P/M)\n", @@ -86,8 +113,7 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-24T15:01:29.885368Z", - "start_time": "2023-11-24T15:01:24.748726Z" + "start_time": "2023-12-07T18:24:36.071814Z" } }, "id": "4023a711ee8a1675" @@ -185,12 +211,12 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 3, "outputs": [ { "data": { "text/plain": "
", - "image/png": "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" + "image/png": "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" }, "metadata": {}, "output_type": "display_data" @@ -245,11 +271,68 @@ "metadata": { "collapsed": false, "ExecuteTime": { - "end_time": "2023-11-24T15:01:46.554232Z", - "start_time": "2023-11-24T15:01:42.147098Z" + "end_time": "2023-12-07T18:43:41.748795Z", + "start_time": "2023-12-07T18:43:38.640900Z" } }, "id": "736f99a2ddc28751" + }, + { + "cell_type": "markdown", + "source": [ + "### Plot sensor expression plots" + ], + "metadata": { + "collapsed": false + }, + "id": "683811e08046f766" + }, + { + "cell_type": "code", + "execution_count": 2, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Data root set at /Users/administration/Github/kymata-toolbox/kymata-toolbox-data.\n", + "Consider setting this as environmental variable KYMATA_DATA_ROOT to ensure it's reused next time.\n", + "Hint: $> KYMATA_DATA_ROOT=\"/Users/administration/Github/kymata-toolbox/kymata-toolbox-data\"\n", + "Downloading dataset: TVL_2020_delta_ins_tontop_chan1_loudness_only_sensors\n", + "Local file already exists: /Users/administration/Github/kymata-toolbox/kymata-toolbox-data/TVL_2020_delta_ins_tontop_chan1_loudness_only_sensors/TVL_2020_delta_ins_tontop_chan1_loudness_only_sensors.nkg\n" + ] + }, + { + "data": { + "text/plain": "
", + "image/png": "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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "expression_data_TVL_ins_loudness_TC1_sensors: SensorExpressionSet = TVLDeltaInsTC1LoudnessOnlySensorsDataset().to_expressionset()\n", + "expression_plot(expression_data_TVL_ins_loudness_TC1_sensors)\n" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2023-12-07T18:58:50.411049Z", + "start_time": "2023-12-07T18:58:48.937819Z" + } + }, + "id": "b3b78bf3b02b4d62" + }, + { + "cell_type": "code", + "execution_count": null, + "outputs": [], + "source": [], + "metadata": { + "collapsed": false + }, + "id": "2443adfc8d5297b2" } ], "metadata": { diff --git a/kymata/datasets/sample.py b/kymata/datasets/sample.py index 95cb4c92..83f4c954 100644 --- a/kymata/datasets/sample.py +++ b/kymata/datasets/sample.py @@ -4,7 +4,7 @@ from typing import Optional from urllib import request -from kymata.entities.expression import HexelExpressionSet +from kymata.entities.expression import HexelExpressionSet, SensorExpressionSet from kymata.io.file import path_type from kymata.io.nkg import load_expression_set @@ -121,6 +121,24 @@ def to_expressionset(self) -> HexelExpressionSet: assert isinstance(es, HexelExpressionSet) return es +class TVLDeltaInsTC1LoudnessOnlySensorsDataset(SampleDataset): + def __init__(self, data_root: Optional[path_type] = None, download: bool = True): + name = "TVL_2020_delta_ins_tontop_chan1_loudness_only_sensors" + super().__init__( + name=name, + filenames=[ + "TVL_2020_delta_ins_tontop_chan1_loudness_only_sensors.nkg" + ], + data_root=data_root, + remote_root="https://kymata.org/assets_kymata_toolbox_tutorial_data/gridsearch-result-data/", + download=download, + ) + + def to_expressionset(self) -> SensorExpressionSet: + es = load_expression_set(from_path_or_file=Path(self.path, self.filenames[0])) + assert isinstance(es, SensorExpressionSet) + return es + def data_root_path(data_root: Optional[path_type] = None) -> Path: