diff --git a/CHANGELOG.md b/CHANGELOG.md index 23c5afc2..3805a2e7 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,40 @@ ### Tobac Changelog +_**Version 1.5.2:**_ + +**Enhancements for Users** + +- Let users optionally derive bulk statistics of the data points belonging to each feature. Bulk statistics can be calulcated during feature detection, segmentation or afterwards by applying one of more functions to each feature [#293](https://github.com/tobac-project/tobac/pull/293) +- Wrapped functions now show the correct docstring [#359](https://github.com/tobac-project/tobac/pull/359) + +**Bug fixes** + +- Fixed an out-of-bounds error that could occur when performing segmentation with PBCs [#350](https://github.com/tobac-project/tobac/pull/350) +- Path to data in example notebooks fixed after changes to zenodo [#357](https://github.com/tobac-project/tobac/pull/357) +- Bulk statistics updated to use multiple fields correctly and perform numpy-style broadcasting [#368](https://github.com/tobac-project/tobac/pull/368) +- PBCs now work when using predictive tracking [#376](https://github.com/tobac-project/tobac/pull/376) +- Fixed error with PBC distance calculation using numba if all of `min_h1`, `max_h1`, `min_h2`, `max_h2` were not specified, even if not calculating PBCs over one of the dimensions [#384](https://github.com/tobac-project/tobac/pull/384) + +**Documentation** + +- Documentation on use of `time_cell_min` in tracking added [#361](https://github.com/tobac-project/tobac/pull/361) +- Documentation on how thresholding is applied in segmentation update [#365](https://github.com/tobac-project/tobac/pull/365) +- References to tobac papers updated [#365](https://github.com/tobac-project/tobac/pull/365) + +**Internal Enhancements** + +- Type hints added for feature detection [#337](https://github.com/tobac-project/tobac/pull/337) +- Reorganisation and addition of type hints to interal utils [#241](https://github.com/tobac-project/tobac/pull/241) +- Type hints added for segmentation [#351](https://github.com/tobac-project/tobac/pull/351) + +**Repository Enhancements** + +- Matrix CI testing added for multiple python versions on Linux, MacOS and Windows [#353](https://github.com/tobac-project/tobac/pull/353) +- Issue templates with checklists added [#358](https://github.com/tobac-project/tobac/pull/358) +- Black reformatting updated to say what is wrong [#362](https://github.com/tobac-project/tobac/pull/362) +- Pylint CI workflow added to assess code quality and compare to base branch [#373](https://github.com/tobac-project/tobac/pull/373) + + _**Version 1.5.1:**_ **Bug fixes** @@ -73,7 +108,7 @@ _**Version 1.5.0:**_ _**Version 1.4.2:**_ -**Bug fix** +**Bug fixes** - Fixed a bug in the segmentation procedure that assigned the wrong grid cell areas to features in data frame [#246](https://github.com/tobac-project/tobac/pull/246) diff --git a/doc/bulk_statistics/notebooks/compute_statistics_during_feature_detection.ipynb b/doc/bulk_statistics/notebooks/compute_statistics_during_feature_detection.ipynb index 33928fa7..352bcf2e 100644 --- a/doc/bulk_statistics/notebooks/compute_statistics_during_feature_detection.ipynb +++ b/doc/bulk_statistics/notebooks/compute_statistics_during_feature_detection.ipynb @@ -17,10 +17,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:25.784126Z", - "iopub.status.busy": "2023-11-22T21:24:25.783038Z", - "iopub.status.idle": "2023-11-22T21:24:28.947172Z", - "shell.execute_reply": "2023-11-22T21:24:28.945998Z" + "iopub.execute_input": "2023-12-08T17:03:57.177787Z", + "iopub.status.busy": "2023-12-08T17:03:57.177008Z", + "iopub.status.idle": "2023-12-08T17:03:59.275036Z", + "shell.execute_reply": "2023-12-08T17:03:59.274372Z" } }, "outputs": [], @@ -42,10 +42,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:28.955365Z", - "iopub.status.busy": "2023-11-22T21:24:28.953404Z", - "iopub.status.idle": "2023-11-22T21:24:30.627015Z", - "shell.execute_reply": "2023-11-22T21:24:30.623829Z" + "iopub.execute_input": "2023-12-08T17:03:59.279994Z", + "iopub.status.busy": "2023-12-08T17:03:59.279536Z", + "iopub.status.idle": "2023-12-08T17:04:01.236248Z", + "shell.execute_reply": "2023-12-08T17:04:01.235156Z" } }, "outputs": [ @@ -53,7 +53,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "using tobac version 1.5.1\n" + "using tobac version 1.5.2\n" ] } ], @@ -68,10 +68,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:30.635471Z", - "iopub.status.busy": "2023-11-22T21:24:30.635206Z", - "iopub.status.idle": "2023-11-22T21:24:30.640901Z", - "shell.execute_reply": "2023-11-22T21:24:30.639954Z" + "iopub.execute_input": "2023-12-08T17:04:01.275906Z", + "iopub.status.busy": "2023-12-08T17:04:01.275630Z", + "iopub.status.idle": "2023-12-08T17:04:01.279880Z", + "shell.execute_reply": "2023-12-08T17:04:01.279229Z" } }, "outputs": [], @@ -98,10 +98,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:30.645377Z", - "iopub.status.busy": "2023-11-22T21:24:30.645131Z", - "iopub.status.idle": "2023-11-22T21:24:30.649660Z", - "shell.execute_reply": "2023-11-22T21:24:30.647983Z" + "iopub.execute_input": "2023-12-08T17:04:01.283135Z", + "iopub.status.busy": "2023-12-08T17:04:01.282875Z", + "iopub.status.idle": "2023-12-08T17:04:01.285964Z", + "shell.execute_reply": "2023-12-08T17:04:01.285331Z" } }, "outputs": [], @@ -114,10 +114,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:30.653243Z", - "iopub.status.busy": "2023-11-22T21:24:30.652893Z", - "iopub.status.idle": "2023-11-22T21:24:30.660492Z", - "shell.execute_reply": "2023-11-22T21:24:30.657555Z" + "iopub.execute_input": "2023-12-08T17:04:01.288992Z", + "iopub.status.busy": "2023-12-08T17:04:01.288748Z", + "iopub.status.idle": "2023-12-08T17:04:01.294791Z", + "shell.execute_reply": "2023-12-08T17:04:01.293628Z" } }, "outputs": [], @@ -149,10 +149,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:30.664194Z", - "iopub.status.busy": "2023-11-22T21:24:30.663560Z", - "iopub.status.idle": "2023-11-22T21:24:30.755221Z", - "shell.execute_reply": "2023-11-22T21:24:30.754342Z" + "iopub.execute_input": "2023-12-08T17:04:01.298020Z", + "iopub.status.busy": "2023-12-08T17:04:01.297761Z", + "iopub.status.idle": "2023-12-08T17:04:01.360190Z", + "shell.execute_reply": "2023-12-08T17:04:01.359276Z" } }, "outputs": [], @@ -165,10 +165,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:30.760639Z", - "iopub.status.busy": "2023-11-22T21:24:30.760033Z", - "iopub.status.idle": "2023-11-22T21:24:30.797997Z", - "shell.execute_reply": "2023-11-22T21:24:30.795937Z" + "iopub.execute_input": "2023-12-08T17:04:01.364595Z", + "iopub.status.busy": "2023-12-08T17:04:01.364349Z", + "iopub.status.idle": "2023-12-08T17:04:01.385880Z", + "shell.execute_reply": "2023-12-08T17:04:01.385292Z" } }, "outputs": [ @@ -223,7 +223,7 @@ " margin-top: 7px;\n", " }\n", "\n", - "\n", + "
\n", " \n", "\n", "\n", @@ -329,10 +329,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:30.802464Z", - "iopub.status.busy": "2023-11-22T21:24:30.802233Z", - "iopub.status.idle": "2023-11-22T21:24:30.807735Z", - "shell.execute_reply": "2023-11-22T21:24:30.806866Z" + "iopub.execute_input": "2023-12-08T17:04:01.389087Z", + "iopub.status.busy": "2023-12-08T17:04:01.388843Z", + "iopub.status.idle": "2023-12-08T17:04:01.392491Z", + "shell.execute_reply": "2023-12-08T17:04:01.391806Z" } }, "outputs": [], @@ -368,10 +368,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:30.815250Z", - "iopub.status.busy": "2023-11-22T21:24:30.814464Z", - "iopub.status.idle": "2023-11-22T21:24:31.172956Z", - "shell.execute_reply": "2023-11-22T21:24:31.171587Z" + "iopub.execute_input": "2023-12-08T17:04:01.395680Z", + "iopub.status.busy": "2023-12-08T17:04:01.395427Z", + "iopub.status.idle": "2023-12-08T17:04:01.649955Z", + "shell.execute_reply": "2023-12-08T17:04:01.649068Z" } }, "outputs": [], @@ -408,10 +408,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:31.178421Z", - "iopub.status.busy": "2023-11-22T21:24:31.178098Z", - "iopub.status.idle": "2023-11-22T21:24:31.185823Z", - "shell.execute_reply": "2023-11-22T21:24:31.184976Z" + "iopub.execute_input": "2023-12-08T17:04:01.661049Z", + "iopub.status.busy": "2023-12-08T17:04:01.653617Z", + "iopub.status.idle": "2023-12-08T17:04:01.665523Z", + "shell.execute_reply": "2023-12-08T17:04:01.664504Z" } }, "outputs": [], @@ -434,10 +434,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:31.195121Z", - "iopub.status.busy": "2023-11-22T21:24:31.193021Z", - "iopub.status.idle": "2023-11-22T21:24:31.200453Z", - "shell.execute_reply": "2023-11-22T21:24:31.199744Z" + "iopub.execute_input": "2023-12-08T17:04:01.668749Z", + "iopub.status.busy": "2023-12-08T17:04:01.668495Z", + "iopub.status.idle": "2023-12-08T17:04:01.680223Z", + "shell.execute_reply": "2023-12-08T17:04:01.677359Z" } }, "outputs": [], @@ -450,10 +450,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:31.203865Z", - "iopub.status.busy": "2023-11-22T21:24:31.203495Z", - "iopub.status.idle": "2023-11-22T21:24:54.212942Z", - "shell.execute_reply": "2023-11-22T21:24:54.212133Z" + "iopub.execute_input": "2023-12-08T17:04:01.685277Z", + "iopub.status.busy": "2023-12-08T17:04:01.684720Z", + "iopub.status.idle": "2023-12-08T17:04:20.608726Z", + "shell.execute_reply": "2023-12-08T17:04:20.608108Z" } }, "outputs": [ @@ -488,10 +488,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:54.217232Z", - "iopub.status.busy": "2023-11-22T21:24:54.216952Z", - "iopub.status.idle": "2023-11-22T21:24:54.240498Z", - "shell.execute_reply": "2023-11-22T21:24:54.239787Z" + "iopub.execute_input": "2023-12-08T17:04:20.611724Z", + "iopub.status.busy": "2023-12-08T17:04:20.611476Z", + "iopub.status.idle": "2023-12-08T17:04:20.631677Z", + "shell.execute_reply": "2023-12-08T17:04:20.631075Z" } }, "outputs": [ @@ -722,11 +722,6 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, "language_info": { "codemirror_mode": { "name": "ipython", diff --git a/doc/bulk_statistics/notebooks/compute_statistics_during_segmentation.ipynb b/doc/bulk_statistics/notebooks/compute_statistics_during_segmentation.ipynb index 917f2013..9249c055 100644 --- a/doc/bulk_statistics/notebooks/compute_statistics_during_segmentation.ipynb +++ b/doc/bulk_statistics/notebooks/compute_statistics_during_segmentation.ipynb @@ -15,10 +15,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:22:58.352747Z", - "iopub.status.busy": "2023-11-22T21:22:58.352422Z", - "iopub.status.idle": "2023-11-22T21:23:01.493608Z", - "shell.execute_reply": "2023-11-22T21:23:01.492416Z" + "iopub.execute_input": "2023-12-08T17:03:20.935464Z", + "iopub.status.busy": "2023-12-08T17:03:20.935177Z", + "iopub.status.idle": "2023-12-08T17:03:23.605879Z", + "shell.execute_reply": "2023-12-08T17:03:23.605026Z" } }, "outputs": [], @@ -40,10 +40,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:23:01.500006Z", - "iopub.status.busy": "2023-11-22T21:23:01.498960Z", - "iopub.status.idle": "2023-11-22T21:23:01.509146Z", - "shell.execute_reply": "2023-11-22T21:23:01.508444Z" + "iopub.execute_input": "2023-12-08T17:03:23.609924Z", + "iopub.status.busy": "2023-12-08T17:03:23.609230Z", + "iopub.status.idle": "2023-12-08T17:03:23.613517Z", + "shell.execute_reply": "2023-12-08T17:03:23.612838Z" } }, "outputs": [], @@ -61,10 +61,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:23:01.514008Z", - "iopub.status.busy": "2023-11-22T21:23:01.513579Z", - "iopub.status.idle": "2023-11-22T21:23:03.545819Z", - "shell.execute_reply": "2023-11-22T21:23:03.545072Z" + "iopub.execute_input": "2023-12-08T17:03:23.617198Z", + "iopub.status.busy": "2023-12-08T17:03:23.616817Z", + "iopub.status.idle": "2023-12-08T17:03:27.964086Z", + "shell.execute_reply": "2023-12-08T17:03:27.961067Z" } }, "outputs": [ @@ -72,7 +72,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "using tobac version 1.5.1\n" + "using tobac version 1.5.2\n" ] } ], @@ -87,10 +87,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:23:03.616136Z", - "iopub.status.busy": "2023-11-22T21:23:03.615198Z", - "iopub.status.idle": "2023-11-22T21:23:51.215821Z", - "shell.execute_reply": "2023-11-22T21:23:51.210012Z" + "iopub.execute_input": "2023-12-08T17:03:28.038725Z", + "iopub.status.busy": "2023-12-08T17:03:28.037013Z", + "iopub.status.idle": "2023-12-08T17:03:28.052146Z", + "shell.execute_reply": "2023-12-08T17:03:28.050262Z" } }, "outputs": [], @@ -116,10 +116,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:23:51.221697Z", - "iopub.status.busy": "2023-11-22T21:23:51.220995Z", - "iopub.status.idle": "2023-11-22T21:23:51.233898Z", - "shell.execute_reply": "2023-11-22T21:23:51.230347Z" + "iopub.execute_input": "2023-12-08T17:03:28.060478Z", + "iopub.status.busy": "2023-12-08T17:03:28.059113Z", + "iopub.status.idle": "2023-12-08T17:03:28.068541Z", + "shell.execute_reply": "2023-12-08T17:03:28.065570Z" } }, "outputs": [], @@ -138,10 +138,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:23:51.241214Z", - "iopub.status.busy": "2023-11-22T21:23:51.239410Z", - "iopub.status.idle": "2023-11-22T21:23:51.370473Z", - "shell.execute_reply": "2023-11-22T21:23:51.368376Z" + "iopub.execute_input": "2023-12-08T17:03:28.077338Z", + "iopub.status.busy": "2023-12-08T17:03:28.075976Z", + "iopub.status.idle": "2023-12-08T17:03:28.544533Z", + "shell.execute_reply": "2023-12-08T17:03:28.543310Z" } }, "outputs": [], @@ -161,10 +161,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:23:51.375650Z", - "iopub.status.busy": "2023-11-22T21:23:51.375289Z", - "iopub.status.idle": "2023-11-22T21:23:51.761591Z", - "shell.execute_reply": "2023-11-22T21:23:51.760043Z" + "iopub.execute_input": "2023-12-08T17:03:28.549998Z", + "iopub.status.busy": "2023-12-08T17:03:28.549727Z", + "iopub.status.idle": "2023-12-08T17:03:29.096025Z", + "shell.execute_reply": "2023-12-08T17:03:29.093190Z" } }, "outputs": [], @@ -187,10 +187,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:23:51.768493Z", - "iopub.status.busy": "2023-11-22T21:23:51.766111Z", - "iopub.status.idle": "2023-11-22T21:24:00.720284Z", - "shell.execute_reply": "2023-11-22T21:24:00.719664Z" + "iopub.execute_input": "2023-12-08T17:03:29.099769Z", + "iopub.status.busy": "2023-12-08T17:03:29.099345Z", + "iopub.status.idle": "2023-12-08T17:03:38.045140Z", + "shell.execute_reply": "2023-12-08T17:03:38.042769Z" } }, "outputs": [ @@ -234,10 +234,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:00.723344Z", - "iopub.status.busy": "2023-11-22T21:24:00.723101Z", - "iopub.status.idle": "2023-11-22T21:24:00.733575Z", - "shell.execute_reply": "2023-11-22T21:24:00.732836Z" + "iopub.execute_input": "2023-12-08T17:03:38.052809Z", + "iopub.status.busy": "2023-12-08T17:03:38.050798Z", + "iopub.status.idle": "2023-12-08T17:03:38.068613Z", + "shell.execute_reply": "2023-12-08T17:03:38.067281Z" } }, "outputs": [], @@ -270,10 +270,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:00.736422Z", - "iopub.status.busy": "2023-11-22T21:24:00.736189Z", - "iopub.status.idle": "2023-11-22T21:24:00.745027Z", - "shell.execute_reply": "2023-11-22T21:24:00.739082Z" + "iopub.execute_input": "2023-12-08T17:03:38.075246Z", + "iopub.status.busy": "2023-12-08T17:03:38.074840Z", + "iopub.status.idle": "2023-12-08T17:03:38.084034Z", + "shell.execute_reply": "2023-12-08T17:03:38.083050Z" } }, "outputs": [], @@ -296,10 +296,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:00.749658Z", - "iopub.status.busy": "2023-11-22T21:24:00.749385Z", - "iopub.status.idle": "2023-11-22T21:24:00.757311Z", - "shell.execute_reply": "2023-11-22T21:24:00.756741Z" + "iopub.execute_input": "2023-12-08T17:03:38.097989Z", + "iopub.status.busy": "2023-12-08T17:03:38.097690Z", + "iopub.status.idle": "2023-12-08T17:03:38.102316Z", + "shell.execute_reply": "2023-12-08T17:03:38.101158Z" } }, "outputs": [], @@ -312,10 +312,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:00.761376Z", - "iopub.status.busy": "2023-11-22T21:24:00.761122Z", - "iopub.status.idle": "2023-11-22T21:24:18.543571Z", - "shell.execute_reply": "2023-11-22T21:24:18.542163Z" + "iopub.execute_input": "2023-12-08T17:03:38.108108Z", + "iopub.status.busy": "2023-12-08T17:03:38.107375Z", + "iopub.status.idle": "2023-12-08T17:03:51.318156Z", + "shell.execute_reply": "2023-12-08T17:03:51.317339Z" } }, "outputs": [ @@ -351,10 +351,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-11-22T21:24:18.548117Z", - "iopub.status.busy": "2023-11-22T21:24:18.547324Z", - "iopub.status.idle": "2023-11-22T21:24:18.572468Z", - "shell.execute_reply": "2023-11-22T21:24:18.571591Z" + "iopub.execute_input": "2023-12-08T17:03:51.321261Z", + "iopub.status.busy": "2023-12-08T17:03:51.321017Z", + "iopub.status.idle": "2023-12-08T17:03:51.342064Z", + "shell.execute_reply": "2023-12-08T17:03:51.341170Z" } }, "outputs": [ @@ -585,11 +585,6 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, "language_info": { "codemirror_mode": { "name": "ipython", diff --git a/doc/bulk_statistics/notebooks/compute_statistics_postprocessing_example.ipynb b/doc/bulk_statistics/notebooks/compute_statistics_postprocessing_example.ipynb index 90a8e61a..060df519 100644 --- a/doc/bulk_statistics/notebooks/compute_statistics_postprocessing_example.ipynb +++ b/doc/bulk_statistics/notebooks/compute_statistics_postprocessing_example.ipynb @@ -15,7 +15,14 @@ { "cell_type": "code", "execution_count": 1, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:02:43.539904Z", + "iopub.status.busy": "2023-12-08T17:02:43.539576Z", + "iopub.status.idle": "2023-12-08T17:02:46.196081Z", + "shell.execute_reply": "2023-12-08T17:02:46.194916Z" + } + }, "outputs": [], "source": [ "# Import libraries\n", @@ -34,13 +41,20 @@ { "cell_type": "code", "execution_count": 2, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:02:46.200131Z", + "iopub.status.busy": "2023-12-08T17:02:46.199754Z", + "iopub.status.idle": "2023-12-08T17:02:48.932446Z", + "shell.execute_reply": "2023-12-08T17:02:48.931817Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "using tobac version 1.5.1\n" + "using tobac version 1.5.2\n" ] } ], @@ -53,7 +67,14 @@ { "cell_type": "code", "execution_count": 3, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:02:48.977147Z", + "iopub.status.busy": "2023-12-08T17:02:48.976885Z", + "iopub.status.idle": "2023-12-08T17:02:48.981939Z", + "shell.execute_reply": "2023-12-08T17:02:48.981225Z" + } + }, "outputs": [], "source": [ "# Disable a few warnings:\n", @@ -74,7 +95,14 @@ { "cell_type": "code", "execution_count": 4, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:02:48.985060Z", + "iopub.status.busy": "2023-12-08T17:02:48.984752Z", + "iopub.status.idle": "2023-12-08T17:02:48.989688Z", + "shell.execute_reply": "2023-12-08T17:02:48.989093Z" + } + }, "outputs": [], "source": [ "#Set up directory to save output:\n", @@ -89,7 +117,14 @@ { "cell_type": "code", "execution_count": 5, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:02:48.992606Z", + "iopub.status.busy": "2023-12-08T17:02:48.992337Z", + "iopub.status.idle": "2023-12-08T17:02:49.003896Z", + "shell.execute_reply": "2023-12-08T17:02:49.001435Z" + } + }, "outputs": [], "source": [ "data_out=Path('../')\n", @@ -111,7 +146,14 @@ { "cell_type": "code", "execution_count": 6, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:02:49.007261Z", + "iopub.status.busy": "2023-12-08T17:02:49.006993Z", + "iopub.status.idle": "2023-12-08T17:02:49.190783Z", + "shell.execute_reply": "2023-12-08T17:02:49.185734Z" + } + }, "outputs": [], "source": [ "Precip=iris.load_cube(str(data_file[0]),'surface_precipitation_average')" @@ -120,7 +162,14 @@ { "cell_type": "code", "execution_count": 7, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:02:49.259252Z", + "iopub.status.busy": "2023-12-08T17:02:49.258574Z", + "iopub.status.idle": "2023-12-08T17:02:49.532238Z", + "shell.execute_reply": "2023-12-08T17:02:49.531280Z" + } + }, "outputs": [], "source": [ "parameters_features={}\n", @@ -139,7 +188,14 @@ { "cell_type": "code", "execution_count": 8, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:02:49.536269Z", + "iopub.status.busy": "2023-12-08T17:02:49.535830Z", + "iopub.status.idle": "2023-12-08T17:02:55.304032Z", + "shell.execute_reply": "2023-12-08T17:02:55.302459Z" + } + }, "outputs": [ { "name": "stdout", @@ -170,7 +226,14 @@ { "cell_type": "code", "execution_count": 9, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:02:55.309816Z", + "iopub.status.busy": "2023-12-08T17:02:55.309565Z", + "iopub.status.idle": "2023-12-08T17:02:55.319019Z", + "shell.execute_reply": "2023-12-08T17:02:55.317324Z" + } + }, "outputs": [], "source": [ "# Dictionary containing keyword arguments for segmentation step:\n", @@ -185,19 +248,20 @@ { "cell_type": "code", "execution_count": 10, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:02:55.325955Z", + "iopub.status.busy": "2023-12-08T17:02:55.325347Z", + "iopub.status.idle": "2023-12-08T17:03:06.016958Z", + "shell.execute_reply": "2023-12-08T17:03:06.016122Z" + } + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Starting segmentation based on surface precipitation\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ + "Starting segmentation based on surface precipitation\n", "segmentation based on surface precipitation performed, start saving results to files\n", "segmentation surface precipitation performed and saved\n" ] @@ -225,7 +289,14 @@ { "cell_type": "code", "execution_count": 11, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:03:06.020771Z", + "iopub.status.busy": "2023-12-08T17:03:06.020490Z", + "iopub.status.idle": "2023-12-08T17:03:06.023886Z", + "shell.execute_reply": "2023-12-08T17:03:06.023129Z" + } + }, "outputs": [], "source": [ "from tobac.utils import get_statistics_from_mask" @@ -248,7 +319,14 @@ { "cell_type": "code", "execution_count": 12, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:03:06.027197Z", + "iopub.status.busy": "2023-12-08T17:03:06.026948Z", + "iopub.status.idle": "2023-12-08T17:03:06.030332Z", + "shell.execute_reply": "2023-12-08T17:03:06.029563Z" + } + }, "outputs": [], "source": [ "statistics = {}\n", @@ -267,7 +345,14 @@ { "cell_type": "code", "execution_count": 13, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:03:06.033331Z", + "iopub.status.busy": "2023-12-08T17:03:06.033082Z", + "iopub.status.idle": "2023-12-08T17:03:06.036213Z", + "shell.execute_reply": "2023-12-08T17:03:06.035635Z" + } + }, "outputs": [], "source": [ "statistics['percentiles'] = (np.percentile, {'q': [95,99]})" @@ -276,7 +361,14 @@ { "cell_type": "code", "execution_count": 14, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:03:06.039314Z", + "iopub.status.busy": "2023-12-08T17:03:06.038887Z", + "iopub.status.idle": "2023-12-08T17:03:14.291710Z", + "shell.execute_reply": "2023-12-08T17:03:14.290802Z" + } + }, "outputs": [], "source": [ "features_with_stats = get_statistics_from_mask(Features_Precip, Mask_Precip, Precip, statistic=statistics)" @@ -292,7 +384,14 @@ { "cell_type": "code", "execution_count": 15, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:03:14.295640Z", + "iopub.status.busy": "2023-12-08T17:03:14.295235Z", + "iopub.status.idle": "2023-12-08T17:03:14.308747Z", + "shell.execute_reply": "2023-12-08T17:03:14.307603Z" + } + }, "outputs": [ { "data": { @@ -317,7 +416,14 @@ { "cell_type": "code", "execution_count": 16, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:03:14.312644Z", + "iopub.status.busy": "2023-12-08T17:03:14.312379Z", + "iopub.status.idle": "2023-12-08T17:03:14.320841Z", + "shell.execute_reply": "2023-12-08T17:03:14.319883Z" + } + }, "outputs": [ { "data": { @@ -342,7 +448,14 @@ { "cell_type": "code", "execution_count": 17, - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2023-12-08T17:03:14.324430Z", + "iopub.status.busy": "2023-12-08T17:03:14.324154Z", + "iopub.status.idle": "2023-12-08T17:03:14.331702Z", + "shell.execute_reply": "2023-12-08T17:03:14.330224Z" + } + }, "outputs": [ { "data": { @@ -373,11 +486,6 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, "language_info": { "codemirror_mode": { "name": "ipython", diff --git a/doc/feature_detection/notebooks/feature_detection_filtering.ipynb b/doc/feature_detection/notebooks/feature_detection_filtering.ipynb index 74c4eaa6..43bb6aa1 100644 --- a/doc/feature_detection/notebooks/feature_detection_filtering.ipynb +++ b/doc/feature_detection/notebooks/feature_detection_filtering.ipynb @@ -26,10 +26,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:14:07.185005Z", - "iopub.status.busy": "2023-08-15T16:14:07.184289Z", - "iopub.status.idle": "2023-08-15T16:14:13.774664Z", - "shell.execute_reply": "2023-08-15T16:14:13.773916Z" + "iopub.execute_input": "2023-12-08T17:05:20.681499Z", + "iopub.status.busy": "2023-12-08T17:05:20.680870Z", + "iopub.status.idle": "2023-12-08T17:05:38.712012Z", + "shell.execute_reply": "2023-12-08T17:05:38.711366Z" } }, "outputs": [], @@ -62,10 +62,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:14:13.779200Z", - "iopub.status.busy": "2023-08-15T16:14:13.778801Z", - "iopub.status.idle": "2023-08-15T16:14:14.029386Z", - "shell.execute_reply": "2023-08-15T16:14:14.028577Z" + "iopub.execute_input": "2023-12-08T17:05:38.718783Z", + "iopub.status.busy": "2023-12-08T17:05:38.718357Z", + "iopub.status.idle": "2023-12-08T17:05:39.054894Z", + "shell.execute_reply": "2023-12-08T17:05:39.053699Z" } }, "outputs": [ @@ -101,10 +101,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:14:14.072818Z", - "iopub.status.busy": "2023-08-15T16:14:14.072541Z", - "iopub.status.idle": "2023-08-15T16:14:15.125350Z", - "shell.execute_reply": "2023-08-15T16:14:15.123554Z" + "iopub.execute_input": "2023-12-08T17:05:39.104463Z", + "iopub.status.busy": "2023-12-08T17:05:39.104106Z", + "iopub.status.idle": "2023-12-08T17:05:39.472893Z", + "shell.execute_reply": "2023-12-08T17:05:39.471182Z" } }, "outputs": [], @@ -135,10 +135,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:14:15.129205Z", - "iopub.status.busy": "2023-08-15T16:14:15.128939Z", - "iopub.status.idle": "2023-08-15T16:14:16.832504Z", - "shell.execute_reply": "2023-08-15T16:14:16.828647Z" + "iopub.execute_input": "2023-12-08T17:05:39.478003Z", + "iopub.status.busy": "2023-12-08T17:05:39.477738Z", + "iopub.status.idle": "2023-12-08T17:05:41.091714Z", + "shell.execute_reply": "2023-12-08T17:05:41.091022Z" } }, "outputs": [ @@ -196,10 +196,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:14:16.838887Z", - "iopub.status.busy": "2023-08-15T16:14:16.838617Z", - "iopub.status.idle": "2023-08-15T16:14:18.821986Z", - "shell.execute_reply": "2023-08-15T16:14:18.821111Z" + "iopub.execute_input": "2023-12-08T17:05:41.096214Z", + "iopub.status.busy": "2023-12-08T17:05:41.095844Z", + "iopub.status.idle": "2023-12-08T17:05:42.328523Z", + "shell.execute_reply": "2023-12-08T17:05:42.327912Z" } }, "outputs": [ @@ -257,7 +257,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.3" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/doc/feature_detection/notebooks/multiple_thresholds_example.ipynb b/doc/feature_detection/notebooks/multiple_thresholds_example.ipynb index 8fbbde7f..85756613 100644 --- a/doc/feature_detection/notebooks/multiple_thresholds_example.ipynb +++ b/doc/feature_detection/notebooks/multiple_thresholds_example.ipynb @@ -19,10 +19,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:14:27.894065Z", - "iopub.status.busy": "2023-08-15T16:14:27.893581Z", - "iopub.status.idle": "2023-08-15T16:14:38.976596Z", - "shell.execute_reply": "2023-08-15T16:14:38.975681Z" + "iopub.execute_input": "2023-12-08T17:05:50.415482Z", + "iopub.status.busy": "2023-12-08T17:05:50.414839Z", + "iopub.status.idle": "2023-12-08T17:05:55.660586Z", + "shell.execute_reply": "2023-12-08T17:05:55.659983Z" } }, "outputs": [], @@ -53,10 +53,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:14:38.981371Z", - "iopub.status.busy": "2023-08-15T16:14:38.980828Z", - "iopub.status.idle": "2023-08-15T16:14:39.374743Z", - "shell.execute_reply": "2023-08-15T16:14:39.373872Z" + "iopub.execute_input": "2023-12-08T17:05:55.664054Z", + "iopub.status.busy": "2023-12-08T17:05:55.663601Z", + "iopub.status.idle": "2023-12-08T17:05:55.969562Z", + "shell.execute_reply": "2023-12-08T17:05:55.968365Z" } }, "outputs": [ @@ -101,10 +101,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:14:39.462543Z", - "iopub.status.busy": "2023-08-15T16:14:39.462138Z", - "iopub.status.idle": "2023-08-15T16:14:41.054125Z", - "shell.execute_reply": "2023-08-15T16:14:41.053049Z" + "iopub.execute_input": "2023-12-08T17:05:56.024319Z", + "iopub.status.busy": "2023-12-08T17:05:56.024045Z", + "iopub.status.idle": "2023-12-08T17:05:56.118592Z", + "shell.execute_reply": "2023-12-08T17:05:56.117008Z" } }, "outputs": [], @@ -132,10 +132,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:14:41.058529Z", - "iopub.status.busy": "2023-08-15T16:14:41.058272Z", - "iopub.status.idle": "2023-08-15T16:14:41.603331Z", - "shell.execute_reply": "2023-08-15T16:14:41.601089Z" + "iopub.execute_input": "2023-12-08T17:05:56.125363Z", + "iopub.status.busy": "2023-12-08T17:05:56.124855Z", + "iopub.status.idle": "2023-12-08T17:05:56.609289Z", + "shell.execute_reply": "2023-12-08T17:05:56.608153Z" } }, "outputs": [ @@ -175,10 +175,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:14:41.615868Z", - "iopub.status.busy": "2023-08-15T16:14:41.614704Z", - "iopub.status.idle": "2023-08-15T16:14:41.958739Z", - "shell.execute_reply": "2023-08-15T16:14:41.958141Z" + "iopub.execute_input": "2023-12-08T17:05:56.614155Z", + "iopub.status.busy": "2023-12-08T17:05:56.613830Z", + "iopub.status.idle": "2023-12-08T17:05:57.131238Z", + "shell.execute_reply": "2023-12-08T17:05:57.130483Z" } }, "outputs": [ @@ -233,10 +233,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:14:41.961925Z", - "iopub.status.busy": "2023-08-15T16:14:41.961671Z", - "iopub.status.idle": "2023-08-15T16:14:42.303716Z", - "shell.execute_reply": "2023-08-15T16:14:42.302472Z" + "iopub.execute_input": "2023-12-08T17:05:57.137598Z", + "iopub.status.busy": "2023-12-08T17:05:57.136759Z", + "iopub.status.idle": "2023-12-08T17:05:57.553455Z", + "shell.execute_reply": "2023-12-08T17:05:57.552244Z" } }, "outputs": [ @@ -277,10 +277,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:14:42.307032Z", - "iopub.status.busy": "2023-08-15T16:14:42.306781Z", - "iopub.status.idle": "2023-08-15T16:14:42.846033Z", - "shell.execute_reply": "2023-08-15T16:14:42.844862Z" + "iopub.execute_input": "2023-12-08T17:05:57.557083Z", + "iopub.status.busy": "2023-12-08T17:05:57.556822Z", + "iopub.status.idle": "2023-12-08T17:05:57.965548Z", + "shell.execute_reply": "2023-12-08T17:05:57.964871Z" } }, "outputs": [ @@ -314,10 +314,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:14:42.851702Z", - "iopub.status.busy": "2023-08-15T16:14:42.851440Z", - "iopub.status.idle": "2023-08-15T16:14:43.299851Z", - "shell.execute_reply": "2023-08-15T16:14:43.298918Z" + "iopub.execute_input": "2023-12-08T17:05:57.968577Z", + "iopub.status.busy": "2023-12-08T17:05:57.968291Z", + "iopub.status.idle": "2023-12-08T17:05:58.489931Z", + "shell.execute_reply": "2023-12-08T17:05:58.489126Z" } }, "outputs": [ @@ -363,7 +363,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.3" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/doc/feature_detection/notebooks/n_min_threshold_example.ipynb b/doc/feature_detection/notebooks/n_min_threshold_example.ipynb index 018dc1c6..1c530745 100644 --- a/doc/feature_detection/notebooks/n_min_threshold_example.ipynb +++ b/doc/feature_detection/notebooks/n_min_threshold_example.ipynb @@ -19,10 +19,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:29.891899Z", - "iopub.status.busy": "2023-08-15T16:13:29.891559Z", - "iopub.status.idle": "2023-08-15T16:13:40.669735Z", - "shell.execute_reply": "2023-08-15T16:13:40.668454Z" + "iopub.execute_input": "2023-12-08T17:04:31.291280Z", + "iopub.status.busy": "2023-12-08T17:04:31.290978Z", + "iopub.status.idle": "2023-12-08T17:04:43.092519Z", + "shell.execute_reply": "2023-12-08T17:04:43.091879Z" } }, "outputs": [], @@ -53,10 +53,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:40.674527Z", - "iopub.status.busy": "2023-08-15T16:13:40.674100Z", - "iopub.status.idle": "2023-08-15T16:13:41.311564Z", - "shell.execute_reply": "2023-08-15T16:13:41.309098Z" + "iopub.execute_input": "2023-12-08T17:04:43.097487Z", + "iopub.status.busy": "2023-12-08T17:04:43.097036Z", + "iopub.status.idle": "2023-12-08T17:04:43.365680Z", + "shell.execute_reply": "2023-12-08T17:04:43.364447Z" } }, "outputs": [ @@ -94,10 +94,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:41.390889Z", - "iopub.status.busy": "2023-08-15T16:13:41.390549Z", - "iopub.status.idle": "2023-08-15T16:13:42.553393Z", - "shell.execute_reply": "2023-08-15T16:13:42.551799Z" + "iopub.execute_input": "2023-12-08T17:04:43.405337Z", + "iopub.status.busy": "2023-12-08T17:04:43.405062Z", + "iopub.status.idle": "2023-12-08T17:04:43.904053Z", + "shell.execute_reply": "2023-12-08T17:04:43.902819Z" } }, "outputs": [], @@ -132,10 +132,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:42.559790Z", - "iopub.status.busy": "2023-08-15T16:13:42.559023Z", - "iopub.status.idle": "2023-08-15T16:13:43.274316Z", - "shell.execute_reply": "2023-08-15T16:13:43.272229Z" + "iopub.execute_input": "2023-12-08T17:04:43.909446Z", + "iopub.status.busy": "2023-12-08T17:04:43.908928Z", + "iopub.status.idle": "2023-12-08T17:04:44.438003Z", + "shell.execute_reply": "2023-12-08T17:04:44.437394Z" } }, "outputs": [ @@ -196,10 +196,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:43.277981Z", - "iopub.status.busy": "2023-08-15T16:13:43.277350Z", - "iopub.status.idle": "2023-08-15T16:13:43.655653Z", - "shell.execute_reply": "2023-08-15T16:13:43.654872Z" + "iopub.execute_input": "2023-12-08T17:04:44.441074Z", + "iopub.status.busy": "2023-12-08T17:04:44.440781Z", + "iopub.status.idle": "2023-12-08T17:04:44.712058Z", + "shell.execute_reply": "2023-12-08T17:04:44.711301Z" } }, "outputs": [ @@ -254,10 +254,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:43.658838Z", - "iopub.status.busy": "2023-08-15T16:13:43.658468Z", - "iopub.status.idle": "2023-08-15T16:13:44.274706Z", - "shell.execute_reply": "2023-08-15T16:13:44.273804Z" + "iopub.execute_input": "2023-12-08T17:04:44.715535Z", + "iopub.status.busy": "2023-12-08T17:04:44.714985Z", + "iopub.status.idle": "2023-12-08T17:04:45.011027Z", + "shell.execute_reply": "2023-12-08T17:04:45.010412Z" } }, "outputs": [ @@ -312,10 +312,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:44.278747Z", - "iopub.status.busy": "2023-08-15T16:13:44.278223Z", - "iopub.status.idle": "2023-08-15T16:13:44.734689Z", - "shell.execute_reply": "2023-08-15T16:13:44.731120Z" + "iopub.execute_input": "2023-12-08T17:04:45.014170Z", + "iopub.status.busy": "2023-12-08T17:04:45.013932Z", + "iopub.status.idle": "2023-12-08T17:04:45.386713Z", + "shell.execute_reply": "2023-12-08T17:04:45.386061Z" } }, "outputs": [ @@ -379,10 +379,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:44.738138Z", - "iopub.status.busy": "2023-08-15T16:13:44.737691Z", - "iopub.status.idle": "2023-08-15T16:13:45.070090Z", - "shell.execute_reply": "2023-08-15T16:13:45.069528Z" + "iopub.execute_input": "2023-12-08T17:04:45.390356Z", + "iopub.status.busy": "2023-12-08T17:04:45.390108Z", + "iopub.status.idle": "2023-12-08T17:04:45.651221Z", + "shell.execute_reply": "2023-12-08T17:04:45.650068Z" } }, "outputs": [ @@ -453,10 +453,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:45.073250Z", - "iopub.status.busy": "2023-08-15T16:13:45.073013Z", - "iopub.status.idle": "2023-08-15T16:13:45.295177Z", - "shell.execute_reply": "2023-08-15T16:13:45.294558Z" + "iopub.execute_input": "2023-12-08T17:04:45.654406Z", + "iopub.status.busy": "2023-12-08T17:04:45.654161Z", + "iopub.status.idle": "2023-12-08T17:04:45.861781Z", + "shell.execute_reply": "2023-12-08T17:04:45.860880Z" } }, "outputs": [ @@ -501,10 +501,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:45.298170Z", - "iopub.status.busy": "2023-08-15T16:13:45.297930Z", - "iopub.status.idle": "2023-08-15T16:13:45.783115Z", - "shell.execute_reply": "2023-08-15T16:13:45.782440Z" + "iopub.execute_input": "2023-12-08T17:04:45.864595Z", + "iopub.status.busy": "2023-12-08T17:04:45.864360Z", + "iopub.status.idle": "2023-12-08T17:04:46.228404Z", + "shell.execute_reply": "2023-12-08T17:04:46.227556Z" } }, "outputs": [ @@ -567,7 +567,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.3" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/doc/feature_detection/notebooks/position_threshold_example.ipynb b/doc/feature_detection/notebooks/position_threshold_example.ipynb index bcfcca9e..eb78ded2 100644 --- a/doc/feature_detection/notebooks/position_threshold_example.ipynb +++ b/doc/feature_detection/notebooks/position_threshold_example.ipynb @@ -19,10 +19,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:51.550382Z", - "iopub.status.busy": "2023-08-15T16:13:51.549721Z", - "iopub.status.idle": "2023-08-15T16:13:55.786150Z", - "shell.execute_reply": "2023-08-15T16:13:55.785491Z" + "iopub.execute_input": "2023-12-08T17:04:56.260118Z", + "iopub.status.busy": "2023-12-08T17:04:56.259588Z", + "iopub.status.idle": "2023-12-08T17:05:06.512818Z", + "shell.execute_reply": "2023-12-08T17:05:06.511402Z" } }, "outputs": [], @@ -53,10 +53,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:55.789899Z", - "iopub.status.busy": "2023-08-15T16:13:55.789509Z", - "iopub.status.idle": "2023-08-15T16:13:56.038627Z", - "shell.execute_reply": "2023-08-15T16:13:56.037050Z" + "iopub.execute_input": "2023-12-08T17:05:06.516969Z", + "iopub.status.busy": "2023-12-08T17:05:06.516492Z", + "iopub.status.idle": "2023-12-08T17:05:06.901190Z", + "shell.execute_reply": "2023-12-08T17:05:06.900310Z" } }, "outputs": [ @@ -92,10 +92,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:56.079285Z", - "iopub.status.busy": "2023-08-15T16:13:56.078987Z", - "iopub.status.idle": "2023-08-15T16:13:56.819105Z", - "shell.execute_reply": "2023-08-15T16:13:56.814955Z" + "iopub.execute_input": "2023-12-08T17:05:06.955948Z", + "iopub.status.busy": "2023-12-08T17:05:06.955568Z", + "iopub.status.idle": "2023-12-08T17:05:07.444191Z", + "shell.execute_reply": "2023-12-08T17:05:07.442737Z" } }, "outputs": [], @@ -126,10 +126,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:56.823530Z", - "iopub.status.busy": "2023-08-15T16:13:56.823170Z", - "iopub.status.idle": "2023-08-15T16:13:57.439427Z", - "shell.execute_reply": "2023-08-15T16:13:57.438837Z" + "iopub.execute_input": "2023-12-08T17:05:07.451742Z", + "iopub.status.busy": "2023-12-08T17:05:07.451354Z", + "iopub.status.idle": "2023-12-08T17:05:08.059881Z", + "shell.execute_reply": "2023-12-08T17:05:08.059232Z" } }, "outputs": [ @@ -177,10 +177,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:57.443184Z", - "iopub.status.busy": "2023-08-15T16:13:57.442924Z", - "iopub.status.idle": "2023-08-15T16:13:57.788033Z", - "shell.execute_reply": "2023-08-15T16:13:57.787402Z" + "iopub.execute_input": "2023-12-08T17:05:08.063133Z", + "iopub.status.busy": "2023-12-08T17:05:08.062875Z", + "iopub.status.idle": "2023-12-08T17:05:08.570774Z", + "shell.execute_reply": "2023-12-08T17:05:08.570081Z" } }, "outputs": [ @@ -228,10 +228,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:57.791395Z", - "iopub.status.busy": "2023-08-15T16:13:57.791076Z", - "iopub.status.idle": "2023-08-15T16:13:58.180136Z", - "shell.execute_reply": "2023-08-15T16:13:58.179513Z" + "iopub.execute_input": "2023-12-08T17:05:08.573826Z", + "iopub.status.busy": "2023-12-08T17:05:08.573547Z", + "iopub.status.idle": "2023-12-08T17:05:09.001320Z", + "shell.execute_reply": "2023-12-08T17:05:08.999605Z" } }, "outputs": [ @@ -279,10 +279,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:58.184217Z", - "iopub.status.busy": "2023-08-15T16:13:58.183962Z", - "iopub.status.idle": "2023-08-15T16:13:58.730361Z", - "shell.execute_reply": "2023-08-15T16:13:58.729542Z" + "iopub.execute_input": "2023-12-08T17:05:09.008486Z", + "iopub.status.busy": "2023-12-08T17:05:09.007756Z", + "iopub.status.idle": "2023-12-08T17:05:09.397957Z", + "shell.execute_reply": "2023-12-08T17:05:09.397049Z" } }, "outputs": [ @@ -329,10 +329,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:13:58.734802Z", - "iopub.status.busy": "2023-08-15T16:13:58.734455Z", - "iopub.status.idle": "2023-08-15T16:14:00.352515Z", - "shell.execute_reply": "2023-08-15T16:14:00.351812Z" + "iopub.execute_input": "2023-12-08T17:05:09.401391Z", + "iopub.status.busy": "2023-12-08T17:05:09.401090Z", + "iopub.status.idle": "2023-12-08T17:05:11.105436Z", + "shell.execute_reply": "2023-12-08T17:05:11.104661Z" } }, "outputs": [ @@ -376,7 +376,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.3" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/examples/Example_OLR_Tracking_model/Example_OLR_Tracking_model.ipynb b/examples/Example_OLR_Tracking_model/Example_OLR_Tracking_model.ipynb index 2e7bca09..a1bef3bd 100644 --- a/examples/Example_OLR_Tracking_model/Example_OLR_Tracking_model.ipynb +++ b/examples/Example_OLR_Tracking_model/Example_OLR_Tracking_model.ipynb @@ -25,10 +25,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:18.818385Z", - "iopub.status.busy": "2023-08-15T15:56:18.818120Z", - "iopub.status.idle": "2023-08-15T15:56:24.853054Z", - "shell.execute_reply": "2023-08-15T15:56:24.851960Z" + "iopub.execute_input": "2023-12-08T16:40:49.281955Z", + "iopub.status.busy": "2023-12-08T16:40:49.281567Z", + "iopub.status.idle": "2023-12-08T16:40:59.910307Z", + "shell.execute_reply": "2023-12-08T16:40:59.909213Z" } }, "outputs": [], @@ -52,34 +52,18 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:24.857082Z", - "iopub.status.busy": "2023-08-15T15:56:24.856743Z", - "iopub.status.idle": "2023-08-15T15:56:25.803916Z", - "shell.execute_reply": "2023-08-15T15:56:25.803247Z" + "iopub.execute_input": "2023-12-08T16:40:59.914916Z", + "iopub.status.busy": "2023-12-08T16:40:59.914564Z", + "iopub.status.idle": "2023-12-08T16:41:04.341720Z", + "shell.execute_reply": "2023-12-08T16:41:04.340253Z" } }, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jonesw/python/tobac/tobac/utils/internal.py:448: UserWarning: Numba not able to be imported; periodic boundary calculations will be slower.Exception raised: ModuleNotFoundError(\"No module named 'numba'\")\n", - " warnings.warn(\n" - ] - }, { "name": "stdout", "output_type": "stream", "text": [ - "using tobac version 1.5.1\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jonesw/python/tobac/tobac/utils/internal.py:448: UserWarning: Numba not able to be imported; periodic boundary calculations will be slower.Exception raised: ModuleNotFoundError(\"No module named 'numba'\")\n", - " warnings.warn(\n" + "using tobac version 1.5.2\n" ] } ], @@ -94,10 +78,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:25.848955Z", - "iopub.status.busy": "2023-08-15T15:56:25.847798Z", - "iopub.status.idle": "2023-08-15T15:56:25.853013Z", - "shell.execute_reply": "2023-08-15T15:56:25.851964Z" + "iopub.execute_input": "2023-12-08T16:41:04.388049Z", + "iopub.status.busy": "2023-12-08T16:41:04.387743Z", + "iopub.status.idle": "2023-12-08T16:41:04.392131Z", + "shell.execute_reply": "2023-12-08T16:41:04.391517Z" } }, "outputs": [], @@ -123,10 +107,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:25.858505Z", - "iopub.status.busy": "2023-08-15T15:56:25.856728Z", - "iopub.status.idle": "2023-08-15T15:56:25.862020Z", - "shell.execute_reply": "2023-08-15T15:56:25.861169Z" + "iopub.execute_input": "2023-12-08T16:41:04.395051Z", + "iopub.status.busy": "2023-12-08T16:41:04.394818Z", + "iopub.status.idle": "2023-12-08T16:41:04.398046Z", + "shell.execute_reply": "2023-12-08T16:41:04.397441Z" } }, "outputs": [], @@ -139,10 +123,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:25.866672Z", - "iopub.status.busy": "2023-08-15T15:56:25.866059Z", - "iopub.status.idle": "2023-08-15T15:56:25.877599Z", - "shell.execute_reply": "2023-08-15T15:56:25.876776Z" + "iopub.execute_input": "2023-12-08T16:41:04.401063Z", + "iopub.status.busy": "2023-12-08T16:41:04.400824Z", + "iopub.status.idle": "2023-12-08T16:41:04.437315Z", + "shell.execute_reply": "2023-12-08T16:41:04.435874Z" } }, "outputs": [], @@ -167,10 +151,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:25.881197Z", - "iopub.status.busy": "2023-08-15T15:56:25.880929Z", - "iopub.status.idle": "2023-08-15T15:56:26.014201Z", - "shell.execute_reply": "2023-08-15T15:56:26.011242Z" + "iopub.execute_input": "2023-12-08T16:41:04.443203Z", + "iopub.status.busy": "2023-12-08T16:41:04.442841Z", + "iopub.status.idle": "2023-12-08T16:41:05.031603Z", + "shell.execute_reply": "2023-12-08T16:41:05.030942Z" } }, "outputs": [], @@ -184,10 +168,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:26.019954Z", - "iopub.status.busy": "2023-08-15T15:56:26.019651Z", - "iopub.status.idle": "2023-08-15T15:56:26.023985Z", - "shell.execute_reply": "2023-08-15T15:56:26.023229Z" + "iopub.execute_input": "2023-12-08T16:41:05.035446Z", + "iopub.status.busy": "2023-12-08T16:41:05.035019Z", + "iopub.status.idle": "2023-12-08T16:41:05.041656Z", + "shell.execute_reply": "2023-12-08T16:41:05.038527Z" } }, "outputs": [], @@ -214,10 +198,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:26.028223Z", - "iopub.status.busy": "2023-08-15T15:56:26.027953Z", - "iopub.status.idle": "2023-08-15T15:56:26.410040Z", - "shell.execute_reply": "2023-08-15T15:56:26.408680Z" + "iopub.execute_input": "2023-12-08T16:41:05.052442Z", + "iopub.status.busy": "2023-12-08T16:41:05.051933Z", + "iopub.status.idle": "2023-12-08T16:41:05.816927Z", + "shell.execute_reply": "2023-12-08T16:41:05.815993Z" } }, "outputs": [], @@ -231,10 +215,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:26.413393Z", - "iopub.status.busy": "2023-08-15T15:56:26.413154Z", - "iopub.status.idle": "2023-08-15T15:56:26.416678Z", - "shell.execute_reply": "2023-08-15T15:56:26.416033Z" + "iopub.execute_input": "2023-12-08T16:41:05.821358Z", + "iopub.status.busy": "2023-12-08T16:41:05.820386Z", + "iopub.status.idle": "2023-12-08T16:41:05.832119Z", + "shell.execute_reply": "2023-12-08T16:41:05.829990Z" } }, "outputs": [], @@ -253,10 +237,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:26.419253Z", - "iopub.status.busy": "2023-08-15T15:56:26.418989Z", - "iopub.status.idle": "2023-08-15T15:56:30.852287Z", - "shell.execute_reply": "2023-08-15T15:56:30.850799Z" + "iopub.execute_input": "2023-12-08T16:41:05.836431Z", + "iopub.status.busy": "2023-12-08T16:41:05.835746Z", + "iopub.status.idle": "2023-12-08T16:41:11.837618Z", + "shell.execute_reply": "2023-12-08T16:41:11.835790Z" } }, "outputs": [ @@ -290,10 +274,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:30.855774Z", - "iopub.status.busy": "2023-08-15T15:56:30.855499Z", - "iopub.status.idle": "2023-08-15T15:56:30.859576Z", - "shell.execute_reply": "2023-08-15T15:56:30.859002Z" + "iopub.execute_input": "2023-12-08T16:41:11.844561Z", + "iopub.status.busy": "2023-12-08T16:41:11.844215Z", + "iopub.status.idle": "2023-12-08T16:41:11.863617Z", + "shell.execute_reply": "2023-12-08T16:41:11.856790Z" } }, "outputs": [], @@ -310,10 +294,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:30.862384Z", - "iopub.status.busy": "2023-08-15T15:56:30.862115Z", - "iopub.status.idle": "2023-08-15T15:56:39.418399Z", - "shell.execute_reply": "2023-08-15T15:56:39.417181Z" + "iopub.execute_input": "2023-12-08T16:41:11.873137Z", + "iopub.status.busy": "2023-12-08T16:41:11.872319Z", + "iopub.status.idle": "2023-12-08T16:41:20.890097Z", + "shell.execute_reply": "2023-12-08T16:41:20.889465Z" } }, "outputs": [ @@ -350,10 +334,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:39.422149Z", - "iopub.status.busy": "2023-08-15T15:56:39.421868Z", - "iopub.status.idle": "2023-08-15T15:56:39.433881Z", - "shell.execute_reply": "2023-08-15T15:56:39.430626Z" + "iopub.execute_input": "2023-12-08T16:41:20.893696Z", + "iopub.status.busy": "2023-12-08T16:41:20.893427Z", + "iopub.status.idle": "2023-12-08T16:41:20.897909Z", + "shell.execute_reply": "2023-12-08T16:41:20.897207Z" } }, "outputs": [], @@ -376,10 +360,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:39.440567Z", - "iopub.status.busy": "2023-08-15T15:56:39.438635Z", - "iopub.status.idle": "2023-08-15T15:56:40.612361Z", - "shell.execute_reply": "2023-08-15T15:56:40.610614Z" + "iopub.execute_input": "2023-12-08T16:41:20.901099Z", + "iopub.status.busy": "2023-12-08T16:41:20.900640Z", + "iopub.status.idle": "2023-12-08T16:41:22.081990Z", + "shell.execute_reply": "2023-12-08T16:41:22.080923Z" } }, "outputs": [ @@ -409,10 +393,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:40.615671Z", - "iopub.status.busy": "2023-08-15T15:56:40.615418Z", - "iopub.status.idle": "2023-08-15T15:56:40.618573Z", - "shell.execute_reply": "2023-08-15T15:56:40.617998Z" + "iopub.execute_input": "2023-12-08T16:41:22.085313Z", + "iopub.status.busy": "2023-12-08T16:41:22.084956Z", + "iopub.status.idle": "2023-12-08T16:41:22.088334Z", + "shell.execute_reply": "2023-12-08T16:41:22.087714Z" } }, "outputs": [], @@ -426,10 +410,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:40.622137Z", - "iopub.status.busy": "2023-08-15T15:56:40.621869Z", - "iopub.status.idle": "2023-08-15T15:57:14.976938Z", - "shell.execute_reply": "2023-08-15T15:57:14.976302Z" + "iopub.execute_input": "2023-12-08T16:41:22.092402Z", + "iopub.status.busy": "2023-12-08T16:41:22.092155Z", + "iopub.status.idle": "2023-12-08T16:42:18.649758Z", + "shell.execute_reply": "2023-12-08T16:42:18.647176Z" } }, "outputs": [ @@ -456,10 +440,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:57:14.979944Z", - "iopub.status.busy": "2023-08-15T15:57:14.979693Z", - "iopub.status.idle": "2023-08-15T15:57:14.989269Z", - "shell.execute_reply": "2023-08-15T15:57:14.988386Z" + "iopub.execute_input": "2023-12-08T16:42:18.657931Z", + "iopub.status.busy": "2023-12-08T16:42:18.657425Z", + "iopub.status.idle": "2023-12-08T16:42:18.704697Z", + "shell.execute_reply": "2023-12-08T16:42:18.702624Z" } }, "outputs": [], @@ -476,10 +460,10 @@ "execution_count": 18, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:57:14.992582Z", - "iopub.status.busy": "2023-08-15T15:57:14.992317Z", - "iopub.status.idle": "2023-08-15T15:59:21.200686Z", - "shell.execute_reply": "2023-08-15T15:59:21.199643Z" + "iopub.execute_input": "2023-12-08T16:42:18.708654Z", + "iopub.status.busy": "2023-12-08T16:42:18.708359Z", + "iopub.status.idle": "2023-12-08T16:44:24.527317Z", + "shell.execute_reply": "2023-12-08T16:44:24.525015Z" } }, "outputs": [ @@ -36992,10 +36976,10 @@ "execution_count": 19, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:21.216222Z", - "iopub.status.busy": "2023-08-15T15:59:21.215584Z", - "iopub.status.idle": "2023-08-15T15:59:21.234051Z", - "shell.execute_reply": "2023-08-15T15:59:21.232571Z" + "iopub.execute_input": "2023-12-08T16:44:24.531015Z", + "iopub.status.busy": "2023-12-08T16:44:24.530746Z", + "iopub.status.idle": "2023-12-08T16:44:24.534538Z", + "shell.execute_reply": "2023-12-08T16:44:24.533679Z" } }, "outputs": [], @@ -37011,10 +36995,10 @@ "execution_count": 20, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:21.244852Z", - "iopub.status.busy": "2023-08-15T15:59:21.244134Z", - "iopub.status.idle": "2023-08-15T15:59:21.612905Z", - "shell.execute_reply": "2023-08-15T15:59:21.612265Z" + "iopub.execute_input": "2023-12-08T16:44:24.542496Z", + "iopub.status.busy": "2023-12-08T16:44:24.541855Z", + "iopub.status.idle": "2023-12-08T16:44:24.830068Z", + "shell.execute_reply": "2023-12-08T16:44:24.828600Z" } }, "outputs": [ @@ -37057,11 +37041,6 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, "language_info": { "codemirror_mode": { "name": "ipython", @@ -37072,7 +37051,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.3" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/examples/Example_OLR_Tracking_satellite/Example_OLR_Tracking_satellite.ipynb b/examples/Example_OLR_Tracking_satellite/Example_OLR_Tracking_satellite.ipynb index afcf981c..b97a7a28 100644 --- a/examples/Example_OLR_Tracking_satellite/Example_OLR_Tracking_satellite.ipynb +++ b/examples/Example_OLR_Tracking_satellite/Example_OLR_Tracking_satellite.ipynb @@ -17,10 +17,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:52:56.615715Z", - "iopub.status.busy": "2023-08-15T15:52:56.615426Z", - "iopub.status.idle": "2023-08-15T15:53:13.173267Z", - "shell.execute_reply": "2023-08-15T15:53:13.172545Z" + "iopub.execute_input": "2023-12-08T16:37:09.012585Z", + "iopub.status.busy": "2023-12-08T16:37:09.012312Z", + "iopub.status.idle": "2023-12-08T16:37:29.717768Z", + "shell.execute_reply": "2023-12-08T16:37:29.708676Z" } }, "outputs": [], @@ -43,34 +43,18 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:53:13.178204Z", - "iopub.status.busy": "2023-08-15T15:53:13.177872Z", - "iopub.status.idle": "2023-08-15T15:53:16.825906Z", - "shell.execute_reply": "2023-08-15T15:53:16.822344Z" + "iopub.execute_input": "2023-12-08T16:37:29.721598Z", + "iopub.status.busy": "2023-12-08T16:37:29.721342Z", + "iopub.status.idle": "2023-12-08T16:37:37.970417Z", + "shell.execute_reply": "2023-12-08T16:37:37.966966Z" } }, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jonesw/python/tobac/tobac/utils/internal.py:448: UserWarning: Numba not able to be imported; periodic boundary calculations will be slower.Exception raised: ModuleNotFoundError(\"No module named 'numba'\")\n", - " warnings.warn(\n" - ] - }, { "name": "stdout", "output_type": "stream", "text": [ - "using tobac version 1.5.1\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jonesw/python/tobac/tobac/utils/internal.py:448: UserWarning: Numba not able to be imported; periodic boundary calculations will be slower.Exception raised: ModuleNotFoundError(\"No module named 'numba'\")\n", - " warnings.warn(\n" + "using tobac version 1.5.2\n" ] } ], @@ -85,10 +69,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:53:17.160077Z", - "iopub.status.busy": "2023-08-15T15:53:17.157291Z", - "iopub.status.idle": "2023-08-15T15:53:17.166798Z", - "shell.execute_reply": "2023-08-15T15:53:17.165473Z" + "iopub.execute_input": "2023-12-08T16:37:38.028006Z", + "iopub.status.busy": "2023-12-08T16:37:38.027694Z", + "iopub.status.idle": "2023-12-08T16:37:38.031569Z", + "shell.execute_reply": "2023-12-08T16:37:38.030945Z" } }, "outputs": [], @@ -114,10 +98,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:53:17.177723Z", - "iopub.status.busy": "2023-08-15T15:53:17.177366Z", - "iopub.status.idle": "2023-08-15T15:53:17.184565Z", - "shell.execute_reply": "2023-08-15T15:53:17.181754Z" + "iopub.execute_input": "2023-12-08T16:37:38.034638Z", + "iopub.status.busy": "2023-12-08T16:37:38.034395Z", + "iopub.status.idle": "2023-12-08T16:37:38.037407Z", + "shell.execute_reply": "2023-12-08T16:37:38.036696Z" } }, "outputs": [], @@ -130,10 +114,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:53:17.203441Z", - "iopub.status.busy": "2023-08-15T15:53:17.201987Z", - "iopub.status.idle": "2023-08-15T15:53:17.211804Z", - "shell.execute_reply": "2023-08-15T15:53:17.210240Z" + "iopub.execute_input": "2023-12-08T16:37:38.040486Z", + "iopub.status.busy": "2023-12-08T16:37:38.040246Z", + "iopub.status.idle": "2023-12-08T16:37:38.068527Z", + "shell.execute_reply": "2023-12-08T16:37:38.067421Z" } }, "outputs": [], @@ -165,10 +149,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:53:17.223620Z", - "iopub.status.busy": "2023-08-15T15:53:17.222750Z", - "iopub.status.idle": "2023-08-15T15:53:17.582960Z", - "shell.execute_reply": "2023-08-15T15:53:17.581583Z" + "iopub.execute_input": "2023-12-08T16:37:38.072317Z", + "iopub.status.busy": "2023-12-08T16:37:38.072059Z", + "iopub.status.idle": "2023-12-08T16:37:38.816935Z", + "shell.execute_reply": "2023-12-08T16:37:38.815768Z" } }, "outputs": [], @@ -182,10 +166,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:53:17.591095Z", - "iopub.status.busy": "2023-08-15T15:53:17.590268Z", - "iopub.status.idle": "2023-08-15T15:53:17.615811Z", - "shell.execute_reply": "2023-08-15T15:53:17.613548Z" + "iopub.execute_input": "2023-12-08T16:37:38.820544Z", + "iopub.status.busy": "2023-12-08T16:37:38.820190Z", + "iopub.status.idle": "2023-12-08T16:37:38.835817Z", + "shell.execute_reply": "2023-12-08T16:37:38.835124Z" } }, "outputs": [ @@ -240,7 +224,7 @@ " margin-top: 7px;\n", " }\n", "\n", - "
Surface Precipitation Average (mm h-1)time
\n", + "
\n", " \n", "\n", "\n", @@ -304,10 +288,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:53:17.628154Z", - "iopub.status.busy": "2023-08-15T15:53:17.623551Z", - "iopub.status.idle": "2023-08-15T15:53:17.634970Z", - "shell.execute_reply": "2023-08-15T15:53:17.633910Z" + "iopub.execute_input": "2023-12-08T16:37:38.838824Z", + "iopub.status.busy": "2023-12-08T16:37:38.838572Z", + "iopub.status.idle": "2023-12-08T16:37:38.842864Z", + "shell.execute_reply": "2023-12-08T16:37:38.841978Z" } }, "outputs": [], @@ -334,10 +318,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:53:17.645207Z", - "iopub.status.busy": "2023-08-15T15:53:17.643968Z", - "iopub.status.idle": "2023-08-15T15:53:17.656639Z", - "shell.execute_reply": "2023-08-15T15:53:17.655897Z" + "iopub.execute_input": "2023-12-08T16:37:38.845965Z", + "iopub.status.busy": "2023-12-08T16:37:38.845684Z", + "iopub.status.idle": "2023-12-08T16:37:38.849645Z", + "shell.execute_reply": "2023-12-08T16:37:38.848940Z" } }, "outputs": [], @@ -351,10 +335,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:53:17.661235Z", - "iopub.status.busy": "2023-08-15T15:53:17.660793Z", - "iopub.status.idle": "2023-08-15T15:53:17.668302Z", - "shell.execute_reply": "2023-08-15T15:53:17.666605Z" + "iopub.execute_input": "2023-12-08T16:37:38.852823Z", + "iopub.status.busy": "2023-12-08T16:37:38.852584Z", + "iopub.status.idle": "2023-12-08T16:37:38.856159Z", + "shell.execute_reply": "2023-12-08T16:37:38.855615Z" } }, "outputs": [], @@ -373,10 +357,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:53:17.682061Z", - "iopub.status.busy": "2023-08-15T15:53:17.681063Z", - "iopub.status.idle": "2023-08-15T15:53:22.281897Z", - "shell.execute_reply": "2023-08-15T15:53:22.280027Z" + "iopub.execute_input": "2023-12-08T16:37:38.859097Z", + "iopub.status.busy": "2023-12-08T16:37:38.858863Z", + "iopub.status.idle": "2023-12-08T16:37:42.883565Z", + "shell.execute_reply": "2023-12-08T16:37:42.882612Z" } }, "outputs": [ @@ -410,10 +394,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:53:22.285934Z", - "iopub.status.busy": "2023-08-15T15:53:22.285573Z", - "iopub.status.idle": "2023-08-15T15:53:22.293034Z", - "shell.execute_reply": "2023-08-15T15:53:22.290024Z" + "iopub.execute_input": "2023-12-08T16:37:42.887652Z", + "iopub.status.busy": "2023-12-08T16:37:42.887371Z", + "iopub.status.idle": "2023-12-08T16:37:42.987288Z", + "shell.execute_reply": "2023-12-08T16:37:42.981432Z" } }, "outputs": [], @@ -430,10 +414,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:53:22.301022Z", - "iopub.status.busy": "2023-08-15T15:53:22.299516Z", - "iopub.status.idle": "2023-08-15T15:53:27.936649Z", - "shell.execute_reply": "2023-08-15T15:53:27.936013Z" + "iopub.execute_input": "2023-12-08T16:37:43.001288Z", + "iopub.status.busy": "2023-12-08T16:37:43.000742Z", + "iopub.status.idle": "2023-12-08T16:37:49.514702Z", + "shell.execute_reply": "2023-12-08T16:37:49.514060Z" } }, "outputs": [ @@ -468,10 +452,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:53:27.940025Z", - "iopub.status.busy": "2023-08-15T15:53:27.939759Z", - "iopub.status.idle": "2023-08-15T15:53:27.944674Z", - "shell.execute_reply": "2023-08-15T15:53:27.943836Z" + "iopub.execute_input": "2023-12-08T16:37:49.528388Z", + "iopub.status.busy": "2023-12-08T16:37:49.528131Z", + "iopub.status.idle": "2023-12-08T16:37:49.532794Z", + "shell.execute_reply": "2023-12-08T16:37:49.531299Z" } }, "outputs": [], @@ -494,10 +478,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:53:27.947947Z", - "iopub.status.busy": "2023-08-15T15:53:27.947541Z", - "iopub.status.idle": "2023-08-15T15:53:28.786759Z", - "shell.execute_reply": "2023-08-15T15:53:28.785369Z" + "iopub.execute_input": "2023-12-08T16:37:49.536728Z", + "iopub.status.busy": "2023-12-08T16:37:49.536481Z", + "iopub.status.idle": "2023-12-08T16:37:50.252599Z", + "shell.execute_reply": "2023-12-08T16:37:50.250371Z" } }, "outputs": [ @@ -527,10 +511,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:53:28.791455Z", - "iopub.status.busy": "2023-08-15T15:53:28.791030Z", - "iopub.status.idle": "2023-08-15T15:53:28.795197Z", - "shell.execute_reply": "2023-08-15T15:53:28.794193Z" + "iopub.execute_input": "2023-12-08T16:37:50.256269Z", + "iopub.status.busy": "2023-12-08T16:37:50.256013Z", + "iopub.status.idle": "2023-12-08T16:37:50.260667Z", + "shell.execute_reply": "2023-12-08T16:37:50.258840Z" } }, "outputs": [], @@ -544,10 +528,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:53:28.799557Z", - "iopub.status.busy": "2023-08-15T15:53:28.799050Z", - "iopub.status.idle": "2023-08-15T15:54:39.184744Z", - "shell.execute_reply": "2023-08-15T15:54:39.183126Z" + "iopub.execute_input": "2023-12-08T16:37:50.264312Z", + "iopub.status.busy": "2023-12-08T16:37:50.264054Z", + "iopub.status.idle": "2023-12-08T16:39:07.960826Z", + "shell.execute_reply": "2023-12-08T16:39:07.959909Z" } }, "outputs": [ @@ -574,10 +558,10 @@ "execution_count": 18, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:54:39.280052Z", - "iopub.status.busy": "2023-08-15T15:54:39.279017Z", - "iopub.status.idle": "2023-08-15T15:54:39.317144Z", - "shell.execute_reply": "2023-08-15T15:54:39.316134Z" + "iopub.execute_input": "2023-12-08T16:39:07.964044Z", + "iopub.status.busy": "2023-12-08T16:39:07.963442Z", + "iopub.status.idle": "2023-12-08T16:39:07.979546Z", + "shell.execute_reply": "2023-12-08T16:39:07.978639Z" } }, "outputs": [], @@ -594,10 +578,10 @@ "execution_count": 19, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:54:39.320424Z", - "iopub.status.busy": "2023-08-15T15:54:39.320151Z", - "iopub.status.idle": "2023-08-15T15:56:05.390886Z", - "shell.execute_reply": "2023-08-15T15:56:05.385209Z" + "iopub.execute_input": "2023-12-08T16:39:07.983942Z", + "iopub.status.busy": "2023-12-08T16:39:07.983660Z", + "iopub.status.idle": "2023-12-08T16:40:34.416873Z", + "shell.execute_reply": "2023-12-08T16:40:34.416100Z" } }, "outputs": [ @@ -31411,10 +31395,10 @@ "execution_count": 20, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:05.462534Z", - "iopub.status.busy": "2023-08-15T15:56:05.461912Z", - "iopub.status.idle": "2023-08-15T15:56:05.467340Z", - "shell.execute_reply": "2023-08-15T15:56:05.466401Z" + "iopub.execute_input": "2023-12-08T16:40:34.421070Z", + "iopub.status.busy": "2023-12-08T16:40:34.420767Z", + "iopub.status.idle": "2023-12-08T16:40:34.424454Z", + "shell.execute_reply": "2023-12-08T16:40:34.423742Z" } }, "outputs": [], @@ -31430,10 +31414,10 @@ "execution_count": 21, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:56:05.474014Z", - "iopub.status.busy": "2023-08-15T15:56:05.473739Z", - "iopub.status.idle": "2023-08-15T15:56:05.851733Z", - "shell.execute_reply": "2023-08-15T15:56:05.849490Z" + "iopub.execute_input": "2023-12-08T16:40:34.428362Z", + "iopub.status.busy": "2023-12-08T16:40:34.428096Z", + "iopub.status.idle": "2023-12-08T16:40:34.741924Z", + "shell.execute_reply": "2023-12-08T16:40:34.740942Z" } }, "outputs": [ @@ -31476,11 +31460,6 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, "language_info": { "codemirror_mode": { "name": "ipython", @@ -31491,7 +31470,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.3" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/examples/Example_Precip_Tracking/Example_Precip_Tracking.ipynb b/examples/Example_Precip_Tracking/Example_Precip_Tracking.ipynb index 9f4e1dc0..5845b181 100644 --- a/examples/Example_Precip_Tracking/Example_Precip_Tracking.ipynb +++ b/examples/Example_Precip_Tracking/Example_Precip_Tracking.ipynb @@ -25,10 +25,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:30.825108Z", - "iopub.status.busy": "2023-08-15T15:59:30.824571Z", - "iopub.status.idle": "2023-08-15T15:59:40.165002Z", - "shell.execute_reply": "2023-08-15T15:59:40.164069Z" + "iopub.execute_input": "2023-12-08T16:44:35.490228Z", + "iopub.status.busy": "2023-12-08T16:44:35.489902Z", + "iopub.status.idle": "2023-12-08T16:44:42.130150Z", + "shell.execute_reply": "2023-12-08T16:44:42.129526Z" } }, "outputs": [], @@ -52,34 +52,18 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:40.168463Z", - "iopub.status.busy": "2023-08-15T15:59:40.168204Z", - "iopub.status.idle": "2023-08-15T15:59:41.185384Z", - "shell.execute_reply": "2023-08-15T15:59:41.184726Z" + "iopub.execute_input": "2023-12-08T16:44:42.134245Z", + "iopub.status.busy": "2023-12-08T16:44:42.133423Z", + "iopub.status.idle": "2023-12-08T16:44:43.873490Z", + "shell.execute_reply": "2023-12-08T16:44:43.871570Z" } }, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jonesw/python/tobac/tobac/utils/internal.py:448: UserWarning: Numba not able to be imported; periodic boundary calculations will be slower.Exception raised: ModuleNotFoundError(\"No module named 'numba'\")\n", - " warnings.warn(\n" - ] - }, { "name": "stdout", "output_type": "stream", "text": [ - "using tobac version 1.5.1\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jonesw/python/tobac/tobac/utils/internal.py:448: UserWarning: Numba not able to be imported; periodic boundary calculations will be slower.Exception raised: ModuleNotFoundError(\"No module named 'numba'\")\n", - " warnings.warn(\n" + "using tobac version 1.5.2\n" ] } ], @@ -94,10 +78,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:41.238788Z", - "iopub.status.busy": "2023-08-15T15:59:41.238358Z", - "iopub.status.idle": "2023-08-15T15:59:41.251172Z", - "shell.execute_reply": "2023-08-15T15:59:41.248179Z" + "iopub.execute_input": "2023-12-08T16:44:43.918676Z", + "iopub.status.busy": "2023-12-08T16:44:43.918313Z", + "iopub.status.idle": "2023-12-08T16:44:43.922503Z", + "shell.execute_reply": "2023-12-08T16:44:43.921814Z" } }, "outputs": [], @@ -124,10 +108,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:41.257101Z", - "iopub.status.busy": "2023-08-15T15:59:41.255810Z", - "iopub.status.idle": "2023-08-15T15:59:41.267158Z", - "shell.execute_reply": "2023-08-15T15:59:41.264854Z" + "iopub.execute_input": "2023-12-08T16:44:43.925883Z", + "iopub.status.busy": "2023-12-08T16:44:43.925641Z", + "iopub.status.idle": "2023-12-08T16:44:43.929180Z", + "shell.execute_reply": "2023-12-08T16:44:43.928551Z" } }, "outputs": [], @@ -140,10 +124,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:41.275531Z", - "iopub.status.busy": "2023-08-15T15:59:41.275055Z", - "iopub.status.idle": "2023-08-15T15:59:41.290408Z", - "shell.execute_reply": "2023-08-15T15:59:41.288101Z" + "iopub.execute_input": "2023-12-08T16:44:43.932087Z", + "iopub.status.busy": "2023-12-08T16:44:43.931832Z", + "iopub.status.idle": "2023-12-08T16:44:43.948685Z", + "shell.execute_reply": "2023-12-08T16:44:43.947157Z" } }, "outputs": [], @@ -175,10 +159,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:41.295565Z", - "iopub.status.busy": "2023-08-15T15:59:41.295313Z", - "iopub.status.idle": "2023-08-15T15:59:41.398732Z", - "shell.execute_reply": "2023-08-15T15:59:41.397395Z" + "iopub.execute_input": "2023-12-08T16:44:43.953173Z", + "iopub.status.busy": "2023-12-08T16:44:43.952842Z", + "iopub.status.idle": "2023-12-08T16:44:44.140224Z", + "shell.execute_reply": "2023-12-08T16:44:44.139312Z" } }, "outputs": [], @@ -191,10 +175,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:41.402076Z", - "iopub.status.busy": "2023-08-15T15:59:41.401830Z", - "iopub.status.idle": "2023-08-15T15:59:41.436081Z", - "shell.execute_reply": "2023-08-15T15:59:41.434224Z" + "iopub.execute_input": "2023-12-08T16:44:44.144473Z", + "iopub.status.busy": "2023-12-08T16:44:44.144070Z", + "iopub.status.idle": "2023-12-08T16:44:44.177448Z", + "shell.execute_reply": "2023-12-08T16:44:44.176200Z" } }, "outputs": [ @@ -249,7 +233,7 @@ " margin-top: 7px;\n", " }\n", "\n", - "
Olr (W m^-2)time
\n", + "
\n", " \n", "\n", "\n", @@ -355,10 +339,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:41.440705Z", - "iopub.status.busy": "2023-08-15T15:59:41.440308Z", - "iopub.status.idle": "2023-08-15T15:59:41.445796Z", - "shell.execute_reply": "2023-08-15T15:59:41.444588Z" + "iopub.execute_input": "2023-12-08T16:44:44.181416Z", + "iopub.status.busy": "2023-12-08T16:44:44.181153Z", + "iopub.status.idle": "2023-12-08T16:44:44.185866Z", + "shell.execute_reply": "2023-12-08T16:44:44.185242Z" } }, "outputs": [], @@ -386,10 +370,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:41.449091Z", - "iopub.status.busy": "2023-08-15T15:59:41.448842Z", - "iopub.status.idle": "2023-08-15T15:59:41.452717Z", - "shell.execute_reply": "2023-08-15T15:59:41.452108Z" + "iopub.execute_input": "2023-12-08T16:44:44.190461Z", + "iopub.status.busy": "2023-12-08T16:44:44.190191Z", + "iopub.status.idle": "2023-12-08T16:44:44.197233Z", + "shell.execute_reply": "2023-12-08T16:44:44.196600Z" } }, "outputs": [], @@ -410,10 +394,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:41.460218Z", - "iopub.status.busy": "2023-08-15T15:59:41.458655Z", - "iopub.status.idle": "2023-08-15T15:59:42.456397Z", - "shell.execute_reply": "2023-08-15T15:59:42.418741Z" + "iopub.execute_input": "2023-12-08T16:44:44.201419Z", + "iopub.status.busy": "2023-12-08T16:44:44.201027Z", + "iopub.status.idle": "2023-12-08T16:44:44.638376Z", + "shell.execute_reply": "2023-12-08T16:44:44.637746Z" } }, "outputs": [], @@ -427,10 +411,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:42.503039Z", - "iopub.status.busy": "2023-08-15T15:59:42.500551Z", - "iopub.status.idle": "2023-08-15T15:59:47.694929Z", - "shell.execute_reply": "2023-08-15T15:59:47.694266Z" + "iopub.execute_input": "2023-12-08T16:44:44.641650Z", + "iopub.status.busy": "2023-12-08T16:44:44.641242Z", + "iopub.status.idle": "2023-12-08T16:44:48.705584Z", + "shell.execute_reply": "2023-12-08T16:44:48.704819Z" } }, "outputs": [ @@ -467,10 +451,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:47.698097Z", - "iopub.status.busy": "2023-08-15T15:59:47.697846Z", - "iopub.status.idle": "2023-08-15T15:59:47.701821Z", - "shell.execute_reply": "2023-08-15T15:59:47.700982Z" + "iopub.execute_input": "2023-12-08T16:44:48.708595Z", + "iopub.status.busy": "2023-12-08T16:44:48.708318Z", + "iopub.status.idle": "2023-12-08T16:44:48.711956Z", + "shell.execute_reply": "2023-12-08T16:44:48.710993Z" } }, "outputs": [], @@ -486,10 +470,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:47.706843Z", - "iopub.status.busy": "2023-08-15T15:59:47.706537Z", - "iopub.status.idle": "2023-08-15T15:59:58.665340Z", - "shell.execute_reply": "2023-08-15T15:59:58.664437Z" + "iopub.execute_input": "2023-12-08T16:44:48.715129Z", + "iopub.status.busy": "2023-12-08T16:44:48.714877Z", + "iopub.status.idle": "2023-12-08T16:44:59.721694Z", + "shell.execute_reply": "2023-12-08T16:44:59.720995Z" } }, "outputs": [ @@ -527,10 +511,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:58.668467Z", - "iopub.status.busy": "2023-08-15T15:59:58.668237Z", - "iopub.status.idle": "2023-08-15T15:59:58.671976Z", - "shell.execute_reply": "2023-08-15T15:59:58.671336Z" + "iopub.execute_input": "2023-12-08T16:44:59.725265Z", + "iopub.status.busy": "2023-12-08T16:44:59.724995Z", + "iopub.status.idle": "2023-12-08T16:44:59.729146Z", + "shell.execute_reply": "2023-12-08T16:44:59.728416Z" } }, "outputs": [], @@ -554,10 +538,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:58.675258Z", - "iopub.status.busy": "2023-08-15T15:59:58.674979Z", - "iopub.status.idle": "2023-08-15T15:59:59.443278Z", - "shell.execute_reply": "2023-08-15T15:59:59.442137Z" + "iopub.execute_input": "2023-12-08T16:44:59.732321Z", + "iopub.status.busy": "2023-12-08T16:44:59.732055Z", + "iopub.status.idle": "2023-12-08T16:45:00.349800Z", + "shell.execute_reply": "2023-12-08T16:45:00.348856Z" } }, "outputs": [ @@ -589,10 +573,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:59.447626Z", - "iopub.status.busy": "2023-08-15T15:59:59.447282Z", - "iopub.status.idle": "2023-08-15T15:59:59.451377Z", - "shell.execute_reply": "2023-08-15T15:59:59.450366Z" + "iopub.execute_input": "2023-12-08T16:45:00.353575Z", + "iopub.status.busy": "2023-12-08T16:45:00.353302Z", + "iopub.status.idle": "2023-12-08T16:45:00.357053Z", + "shell.execute_reply": "2023-12-08T16:45:00.356440Z" } }, "outputs": [], @@ -606,10 +590,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T15:59:59.454932Z", - "iopub.status.busy": "2023-08-15T15:59:59.454454Z", - "iopub.status.idle": "2023-08-15T16:00:46.641137Z", - "shell.execute_reply": "2023-08-15T16:00:46.640271Z" + "iopub.execute_input": "2023-12-08T16:45:00.360953Z", + "iopub.status.busy": "2023-12-08T16:45:00.360653Z", + "iopub.status.idle": "2023-12-08T16:45:58.602418Z", + "shell.execute_reply": "2023-12-08T16:45:58.601749Z" } }, "outputs": [ @@ -636,10 +620,10 @@ "execution_count": 18, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:00:46.645380Z", - "iopub.status.busy": "2023-08-15T16:00:46.645029Z", - "iopub.status.idle": "2023-08-15T16:00:46.656474Z", - "shell.execute_reply": "2023-08-15T16:00:46.655356Z" + "iopub.execute_input": "2023-12-08T16:45:58.606258Z", + "iopub.status.busy": "2023-12-08T16:45:58.605987Z", + "iopub.status.idle": "2023-12-08T16:45:58.615368Z", + "shell.execute_reply": "2023-12-08T16:45:58.614488Z" } }, "outputs": [], @@ -657,10 +641,10 @@ "execution_count": 19, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:00:46.659766Z", - "iopub.status.busy": "2023-08-15T16:00:46.659510Z", - "iopub.status.idle": "2023-08-15T16:01:48.958122Z", - "shell.execute_reply": "2023-08-15T16:01:48.957437Z" + "iopub.execute_input": "2023-12-08T16:45:58.618769Z", + "iopub.status.busy": "2023-12-08T16:45:58.618413Z", + "iopub.status.idle": "2023-12-08T16:47:01.440688Z", + "shell.execute_reply": "2023-12-08T16:47:01.439959Z" } }, "outputs": [ @@ -11035,10 +11019,10 @@ "execution_count": 20, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:01:48.963636Z", - "iopub.status.busy": "2023-08-15T16:01:48.963353Z", - "iopub.status.idle": "2023-08-15T16:01:48.966634Z", - "shell.execute_reply": "2023-08-15T16:01:48.965949Z" + "iopub.execute_input": "2023-12-08T16:47:01.445758Z", + "iopub.status.busy": "2023-12-08T16:47:01.445456Z", + "iopub.status.idle": "2023-12-08T16:47:01.449032Z", + "shell.execute_reply": "2023-12-08T16:47:01.448298Z" } }, "outputs": [], @@ -11054,10 +11038,10 @@ "execution_count": 21, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:01:48.970034Z", - "iopub.status.busy": "2023-08-15T16:01:48.969796Z", - "iopub.status.idle": "2023-08-15T16:01:49.116044Z", - "shell.execute_reply": "2023-08-15T16:01:49.115481Z" + "iopub.execute_input": "2023-12-08T16:47:01.452574Z", + "iopub.status.busy": "2023-12-08T16:47:01.452295Z", + "iopub.status.idle": "2023-12-08T16:47:01.640281Z", + "shell.execute_reply": "2023-12-08T16:47:01.639587Z" } }, "outputs": [ @@ -11100,11 +11084,6 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, "language_info": { "codemirror_mode": { "name": "ipython", @@ -11115,7 +11094,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.3" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/examples/Example_Track_on_Radar_Segment_on_Satellite/track_on_radar_segment_on_satellite.ipynb b/examples/Example_Track_on_Radar_Segment_on_Satellite/track_on_radar_segment_on_satellite.ipynb index c6767968..2fd842d2 100644 --- a/examples/Example_Track_on_Radar_Segment_on_Satellite/track_on_radar_segment_on_satellite.ipynb +++ b/examples/Example_Track_on_Radar_Segment_on_Satellite/track_on_radar_segment_on_satellite.ipynb @@ -19,10 +19,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:07:30.195365Z", - "iopub.status.busy": "2023-08-15T16:07:30.194739Z", - "iopub.status.idle": "2023-08-15T16:07:32.717035Z", - "shell.execute_reply": "2023-08-15T16:07:32.716186Z" + "iopub.execute_input": "2023-12-08T16:53:12.644762Z", + "iopub.status.busy": "2023-12-08T16:53:12.644121Z", + "iopub.status.idle": "2023-12-08T16:53:15.564674Z", + "shell.execute_reply": "2023-12-08T16:53:15.563729Z" } }, "outputs": [], @@ -35,10 +35,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:07:32.720563Z", - "iopub.status.busy": "2023-08-15T16:07:32.720256Z", - "iopub.status.idle": "2023-08-15T16:07:40.084995Z", - "shell.execute_reply": "2023-08-15T16:07:40.084124Z" + "iopub.execute_input": "2023-12-08T16:53:15.569458Z", + "iopub.status.busy": "2023-12-08T16:53:15.569129Z", + "iopub.status.idle": "2023-12-08T16:53:25.525343Z", + "shell.execute_reply": "2023-12-08T16:53:25.524423Z" } }, "outputs": [ @@ -78,10 +78,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:07:40.088716Z", - "iopub.status.busy": "2023-08-15T16:07:40.088274Z", - "iopub.status.idle": "2023-08-15T16:07:47.177832Z", - "shell.execute_reply": "2023-08-15T16:07:47.176959Z" + "iopub.execute_input": "2023-12-08T16:53:25.530201Z", + "iopub.status.busy": "2023-12-08T16:53:25.528893Z", + "iopub.status.idle": "2023-12-08T16:56:58.007171Z", + "shell.execute_reply": "2023-12-08T16:56:58.004559Z" } }, "outputs": [], @@ -95,10 +95,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:07:47.181675Z", - "iopub.status.busy": "2023-08-15T16:07:47.181402Z", - "iopub.status.idle": "2023-08-15T16:11:22.781427Z", - "shell.execute_reply": "2023-08-15T16:11:22.779411Z" + "iopub.execute_input": "2023-12-08T16:56:58.020406Z", + "iopub.status.busy": "2023-12-08T16:56:58.019652Z", + "iopub.status.idle": "2023-12-08T16:59:57.320087Z", + "shell.execute_reply": "2023-12-08T16:59:57.318723Z" } }, "outputs": [], @@ -114,10 +114,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:11:22.799571Z", - "iopub.status.busy": "2023-08-15T16:11:22.799242Z", - "iopub.status.idle": "2023-08-15T16:11:22.807756Z", - "shell.execute_reply": "2023-08-15T16:11:22.807038Z" + "iopub.execute_input": "2023-12-08T16:59:57.337157Z", + "iopub.status.busy": "2023-12-08T16:59:57.336549Z", + "iopub.status.idle": "2023-12-08T16:59:57.350502Z", + "shell.execute_reply": "2023-12-08T16:59:57.349571Z" } }, "outputs": [], @@ -178,10 +178,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:11:22.810685Z", - "iopub.status.busy": "2023-08-15T16:11:22.810419Z", - "iopub.status.idle": "2023-08-15T16:12:40.545220Z", - "shell.execute_reply": "2023-08-15T16:12:40.544183Z" + "iopub.execute_input": "2023-12-08T16:59:57.359427Z", + "iopub.status.busy": "2023-12-08T16:59:57.359142Z", + "iopub.status.idle": "2023-12-08T17:01:42.471265Z", + "shell.execute_reply": "2023-12-08T17:01:42.470046Z" } }, "outputs": [], @@ -196,10 +196,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:40.552747Z", - "iopub.status.busy": "2023-08-15T16:12:40.551728Z", - "iopub.status.idle": "2023-08-15T16:12:42.505045Z", - "shell.execute_reply": "2023-08-15T16:12:42.503192Z" + "iopub.execute_input": "2023-12-08T17:01:42.484959Z", + "iopub.status.busy": "2023-12-08T17:01:42.484675Z", + "iopub.status.idle": "2023-12-08T17:01:44.553396Z", + "shell.execute_reply": "2023-12-08T17:01:44.552117Z" } }, "outputs": [ @@ -207,13 +207,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/users/kukulies/anaconda3/envs/python3.10/lib/python3.10/site-packages/pyart/graph/gridmapdisplay.py:239: UserWarning: No projection was defined for the axes. Overridding defined axes and using default axes with projection Mercator.\n", + "/Users/jonesw/mambaforge-pypy3/envs/tobac_v1.5/lib/python3.11/site-packages/pyart/graph/gridmapdisplay.py:239: UserWarning: No projection was defined for the axes. Overridding defined axes and using default axes with projection Mercator.\n", " warnings.warn(\n" ] }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -237,10 +237,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:42.511709Z", - "iopub.status.busy": "2023-08-15T16:12:42.511418Z", - "iopub.status.idle": "2023-08-15T16:12:42.612871Z", - "shell.execute_reply": "2023-08-15T16:12:42.612080Z" + "iopub.execute_input": "2023-12-08T17:01:44.580735Z", + "iopub.status.busy": "2023-12-08T17:01:44.580437Z", + "iopub.status.idle": "2023-12-08T17:01:44.684235Z", + "shell.execute_reply": "2023-12-08T17:01:44.683355Z" } }, "outputs": [], @@ -253,10 +253,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:42.618504Z", - "iopub.status.busy": "2023-08-15T16:12:42.618076Z", - "iopub.status.idle": "2023-08-15T16:12:42.627004Z", - "shell.execute_reply": "2023-08-15T16:12:42.624961Z" + "iopub.execute_input": "2023-12-08T17:01:44.691739Z", + "iopub.status.busy": "2023-12-08T17:01:44.691265Z", + "iopub.status.idle": "2023-12-08T17:01:44.696622Z", + "shell.execute_reply": "2023-12-08T17:01:44.696019Z" } }, "outputs": [ @@ -280,10 +280,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:42.632255Z", - "iopub.status.busy": "2023-08-15T16:12:42.631786Z", - "iopub.status.idle": "2023-08-15T16:12:44.193555Z", - "shell.execute_reply": "2023-08-15T16:12:44.192965Z" + "iopub.execute_input": "2023-12-08T17:01:44.718421Z", + "iopub.status.busy": "2023-12-08T17:01:44.718144Z", + "iopub.status.idle": "2023-12-08T17:01:46.182449Z", + "shell.execute_reply": "2023-12-08T17:01:46.180506Z" } }, "outputs": [ @@ -307,10 +307,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:44.196528Z", - "iopub.status.busy": "2023-08-15T16:12:44.196252Z", - "iopub.status.idle": "2023-08-15T16:12:49.522164Z", - "shell.execute_reply": "2023-08-15T16:12:49.521284Z" + "iopub.execute_input": "2023-12-08T17:01:46.188854Z", + "iopub.status.busy": "2023-12-08T17:01:46.188048Z", + "iopub.status.idle": "2023-12-08T17:01:51.395221Z", + "shell.execute_reply": "2023-12-08T17:01:51.394378Z" } }, "outputs": [ @@ -318,7 +318,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_49148/584919884.py:35: RuntimeWarning: invalid value encountered in sqrt\n", + "/var/folders/40/kfr98p0j7n30fjp2n4ljjqbh0000gr/T/ipykernel_2133/584919884.py:35: RuntimeWarning: invalid value encountered in sqrt\n", " r_s = (-1.0 * b_var - np.sqrt((b_var**2) - (4.0 * a_var * c_var))) / (2.0 * a_var)\n" ] } @@ -343,24 +343,13 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:49.526702Z", - "iopub.status.busy": "2023-08-15T16:12:49.526403Z", - "iopub.status.idle": "2023-08-15T16:12:51.814987Z", - "shell.execute_reply": "2023-08-15T16:12:51.813498Z" + "iopub.execute_input": "2023-12-08T17:01:51.401257Z", + "iopub.status.busy": "2023-12-08T17:01:51.400688Z", + "iopub.status.idle": "2023-12-08T17:01:55.868620Z", + "shell.execute_reply": "2023-12-08T17:01:55.867011Z" } }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/kukulies/projects/tobac/tobac/tobac/utils/internal.py:452: UserWarning: Numba not able to be imported; periodic boundary calculations will be slower.Exception raised: ModuleNotFoundError(\"No module named 'numba'\")\n", - " warnings.warn(\n", - "/home/kukulies/projects/tobac/tobac/tobac/utils/internal.py:452: UserWarning: Numba not able to be imported; periodic boundary calculations will be slower.Exception raised: ModuleNotFoundError(\"No module named 'numba'\")\n", - " warnings.warn(\n" - ] - } - ], + "outputs": [], "source": [ "import tobac\n", "import tobac.utils" @@ -371,10 +360,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:51.822265Z", - "iopub.status.busy": "2023-08-15T16:12:51.821647Z", - "iopub.status.idle": "2023-08-15T16:12:51.829789Z", - "shell.execute_reply": "2023-08-15T16:12:51.828349Z" + "iopub.execute_input": "2023-12-08T17:01:55.878333Z", + "iopub.status.busy": "2023-12-08T17:01:55.877801Z", + "iopub.status.idle": "2023-12-08T17:01:55.883418Z", + "shell.execute_reply": "2023-12-08T17:01:55.882632Z" } }, "outputs": [], @@ -393,10 +382,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:51.833676Z", - "iopub.status.busy": "2023-08-15T16:12:51.833338Z", - "iopub.status.idle": "2023-08-15T16:12:51.842044Z", - "shell.execute_reply": "2023-08-15T16:12:51.841405Z" + "iopub.execute_input": "2023-12-08T17:01:55.887114Z", + "iopub.status.busy": "2023-12-08T17:01:55.886800Z", + "iopub.status.idle": "2023-12-08T17:01:55.896646Z", + "shell.execute_reply": "2023-12-08T17:01:55.896021Z" } }, "outputs": [], @@ -412,10 +401,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:51.845109Z", - "iopub.status.busy": "2023-08-15T16:12:51.844864Z", - "iopub.status.idle": "2023-08-15T16:12:53.100971Z", - "shell.execute_reply": "2023-08-15T16:12:53.099734Z" + "iopub.execute_input": "2023-12-08T17:01:55.900625Z", + "iopub.status.busy": "2023-12-08T17:01:55.900357Z", + "iopub.status.idle": "2023-12-08T17:01:56.028956Z", + "shell.execute_reply": "2023-12-08T17:01:56.027826Z" } }, "outputs": [], @@ -428,10 +417,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:53.104850Z", - "iopub.status.busy": "2023-08-15T16:12:53.104595Z", - "iopub.status.idle": "2023-08-15T16:12:53.381799Z", - "shell.execute_reply": "2023-08-15T16:12:53.381188Z" + "iopub.execute_input": "2023-12-08T17:01:56.033043Z", + "iopub.status.busy": "2023-12-08T17:01:56.032765Z", + "iopub.status.idle": "2023-12-08T17:01:56.220054Z", + "shell.execute_reply": "2023-12-08T17:01:56.219305Z" } }, "outputs": [], @@ -444,10 +433,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:53.385429Z", - "iopub.status.busy": "2023-08-15T16:12:53.385021Z", - "iopub.status.idle": "2023-08-15T16:12:53.403040Z", - "shell.execute_reply": "2023-08-15T16:12:53.402403Z" + "iopub.execute_input": "2023-12-08T17:01:56.223761Z", + "iopub.status.busy": "2023-12-08T17:01:56.223436Z", + "iopub.status.idle": "2023-12-08T17:01:56.270454Z", + "shell.execute_reply": "2023-12-08T17:01:56.269400Z" } }, "outputs": [ @@ -500,9 +489,9 @@ "
\n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -569,13 +558,13 @@ "3 0 12 243.316368 217.254572 7 50 4 \n", "\n", " time timestr projection_y_coordinate \\\n", - "0 2021-05-26 15:56:23 2021-05-26 15:56:23 58862.283666 \n", + "0 2021-05-26 15:56:23 2021-05-26 15:56:23 58862.283732 \n", "1 2021-05-26 15:56:23 2021-05-26 15:56:23 50469.608638 \n", "2 2021-05-26 15:56:23 2021-05-26 15:56:23 -1221.242078 \n", "3 2021-05-26 15:56:23 2021-05-26 15:56:23 43316.368018 \n", "\n", " projection_x_coordinate altitude latitude longitude \n", - "0 71851.508909 71851.508909 39.893281 -100.858070 \n", + "0 71851.509127 71851.509127 39.893281 -100.858070 \n", "1 40740.283179 40740.283179 39.819857 -101.223255 \n", "2 25305.251764 25305.251764 39.355590 -101.405959 \n", "3 17254.571781 17254.571781 39.756323 -101.498434 " @@ -595,17 +584,17 @@ "execution_count": 18, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:53.406523Z", - "iopub.status.busy": "2023-08-15T16:12:53.406243Z", - "iopub.status.idle": "2023-08-15T16:12:53.892605Z", - "shell.execute_reply": "2023-08-15T16:12:53.892016Z" + "iopub.execute_input": "2023-12-08T17:01:56.274975Z", + "iopub.status.busy": "2023-12-08T17:01:56.274708Z", + "iopub.status.idle": "2023-12-08T17:01:56.616452Z", + "shell.execute_reply": "2023-12-08T17:01:56.615718Z" } }, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 18, @@ -614,7 +603,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -646,10 +635,10 @@ "execution_count": 19, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:53.896381Z", - "iopub.status.busy": "2023-08-15T16:12:53.895993Z", - "iopub.status.idle": "2023-08-15T16:12:53.941543Z", - "shell.execute_reply": "2023-08-15T16:12:53.940702Z" + "iopub.execute_input": "2023-12-08T17:01:56.620765Z", + "iopub.status.busy": "2023-12-08T17:01:56.620504Z", + "iopub.status.idle": "2023-12-08T17:01:56.658996Z", + "shell.execute_reply": "2023-12-08T17:01:56.657561Z" } }, "outputs": [], @@ -662,10 +651,10 @@ "execution_count": 20, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:53.945051Z", - "iopub.status.busy": "2023-08-15T16:12:53.944803Z", - "iopub.status.idle": "2023-08-15T16:12:57.237909Z", - "shell.execute_reply": "2023-08-15T16:12:57.237267Z" + "iopub.execute_input": "2023-12-08T17:01:56.663477Z", + "iopub.status.busy": "2023-12-08T17:01:56.663194Z", + "iopub.status.idle": "2023-12-08T17:01:59.661999Z", + "shell.execute_reply": "2023-12-08T17:01:59.661347Z" } }, "outputs": [ @@ -673,13 +662,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/home/kukulies/projects/tobac/tobac/tobac/utils/general.py:768: UserWarning: Converting non-nanosecond precision datetime values to nanosecond precision. This behavior can eventually be relaxed in xarray, as it is an artifact from pandas which is now beginning to support non-nanosecond precision values. This warning is caused by passing non-nanosecond np.datetime64 or np.timedelta64 values to the DataArray or Variable constructor; it can be silenced by converting the values to nanosecond precision ahead of time.\n", - " old_feat_times = ret_features[\"time\"].astype(\"datetime64[s]\")\n", - "/home/kukulies/projects/tobac/tobac/tobac/utils/general.py:769: UserWarning: Converting non-nanosecond precision datetime values to nanosecond precision. This behavior can eventually be relaxed in xarray, as it is an artifact from pandas which is now beginning to support non-nanosecond precision values. This warning is caused by passing non-nanosecond np.datetime64 or np.timedelta64 values to the DataArray or Variable constructor; it can be silenced by converting the values to nanosecond precision ahead of time.\n", - " new_dataset_times = new_dataset[\"time\"].astype(\"datetime64[s]\")\n", - "/home/kukulies/projects/tobac/tobac/tobac/utils/general.py:773: UserWarning: Converting non-nanosecond precision datetime values to nanosecond precision. This behavior can eventually be relaxed in xarray, as it is an artifact from pandas which is now beginning to support non-nanosecond precision values. This warning is caused by passing non-nanosecond np.datetime64 or np.timedelta64 values to the DataArray or Variable constructor; it can be silenced by converting the values to nanosecond precision ahead of time.\n", - " ret_features[\"time\"] = new_dataset[\"time\"][closest_time_locs].astype(\n", - "/home/kukulies/projects/tobac/tobac/tobac/utils/general.py:786: UserWarning: Dropping feature numbers: [2 3 4]\n", + "/Users/jonesw/python/tobac/tobac/utils/general.py:792: UserWarning: Dropping feature numbers: [2 3 4]\n", " warnings.warn(\n" ] } @@ -694,10 +677,10 @@ "execution_count": 21, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:57.241053Z", - "iopub.status.busy": "2023-08-15T16:12:57.240803Z", - "iopub.status.idle": "2023-08-15T16:12:57.243921Z", - "shell.execute_reply": "2023-08-15T16:12:57.243162Z" + "iopub.execute_input": "2023-12-08T17:01:59.665338Z", + "iopub.status.busy": "2023-12-08T17:01:59.665083Z", + "iopub.status.idle": "2023-12-08T17:01:59.668873Z", + "shell.execute_reply": "2023-12-08T17:01:59.668240Z" } }, "outputs": [], @@ -711,13 +694,13 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 22, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:57.248224Z", - "iopub.status.busy": "2023-08-15T16:12:57.247961Z", - "iopub.status.idle": "2023-08-15T16:12:57.251558Z", - "shell.execute_reply": "2023-08-15T16:12:57.250886Z" + "iopub.execute_input": "2023-12-08T17:01:59.672349Z", + "iopub.status.busy": "2023-12-08T17:01:59.672086Z", + "iopub.status.idle": "2023-12-08T17:01:59.675638Z", + "shell.execute_reply": "2023-12-08T17:01:59.674975Z" } }, "outputs": [], @@ -727,13 +710,13 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 23, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:57.254766Z", - "iopub.status.busy": "2023-08-15T16:12:57.254505Z", - "iopub.status.idle": "2023-08-15T16:12:57.291832Z", - "shell.execute_reply": "2023-08-15T16:12:57.291233Z" + "iopub.execute_input": "2023-12-08T17:01:59.680129Z", + "iopub.status.busy": "2023-12-08T17:01:59.679849Z", + "iopub.status.idle": "2023-12-08T17:01:59.720826Z", + "shell.execute_reply": "2023-12-08T17:01:59.720125Z" } }, "outputs": [ @@ -803,9 +786,9 @@ "
\n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -874,20 +857,20 @@ "\n", " time timestr projection_y_coordinate \\\n", "index \n", - "0 2021-05-26 15:56:15 2021-05-26 15:56:23 58862.283666 \n", + "0 2021-05-26 15:56:15 2021-05-26 15:56:23 58862.283732 \n", "1 2021-05-26 15:56:15 2021-05-26 15:56:23 50469.608638 \n", "2 2021-05-26 15:56:15 2021-05-26 15:56:23 -1221.242078 \n", "3 2021-05-26 15:56:15 2021-05-26 15:56:23 43316.368018 \n", "\n", " projection_x_coordinate altitude latitude longitude \n", "index \n", - "0 71851.508909 71851.508909 39.893281 -100.858070 \n", + "0 71851.509127 71851.509127 39.893281 -100.858070 \n", "1 40740.283179 40740.283179 39.819857 -101.223255 \n", "2 25305.251764 25305.251764 39.355590 -101.405959 \n", "3 17254.571781 17254.571781 39.756323 -101.498434 " ] }, - "execution_count": 22, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -898,13 +881,13 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 24, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:57.310753Z", - "iopub.status.busy": "2023-08-15T16:12:57.310497Z", - "iopub.status.idle": "2023-08-15T16:12:57.314043Z", - "shell.execute_reply": "2023-08-15T16:12:57.313208Z" + "iopub.execute_input": "2023-12-08T17:01:59.724209Z", + "iopub.status.busy": "2023-12-08T17:01:59.723939Z", + "iopub.status.idle": "2023-12-08T17:01:59.727789Z", + "shell.execute_reply": "2023-12-08T17:01:59.726683Z" } }, "outputs": [], @@ -920,10 +903,10 @@ "execution_count": 25, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:57.317304Z", - "iopub.status.busy": "2023-08-15T16:12:57.316895Z", - "iopub.status.idle": "2023-08-15T16:12:58.748731Z", - "shell.execute_reply": "2023-08-15T16:12:58.748008Z" + "iopub.execute_input": "2023-12-08T17:01:59.731979Z", + "iopub.status.busy": "2023-12-08T17:01:59.731721Z", + "iopub.status.idle": "2023-12-08T17:02:01.299479Z", + "shell.execute_reply": "2023-12-08T17:02:01.298598Z" } }, "outputs": [], @@ -936,10 +919,10 @@ "execution_count": 26, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:58.752019Z", - "iopub.status.busy": "2023-08-15T16:12:58.751741Z", - "iopub.status.idle": "2023-08-15T16:12:58.757757Z", - "shell.execute_reply": "2023-08-15T16:12:58.757036Z" + "iopub.execute_input": "2023-12-08T17:02:01.303104Z", + "iopub.status.busy": "2023-12-08T17:02:01.302588Z", + "iopub.status.idle": "2023-12-08T17:02:01.307933Z", + "shell.execute_reply": "2023-12-08T17:02:01.307229Z" } }, "outputs": [], @@ -952,16 +935,16 @@ "execution_count": 27, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:12:58.760868Z", - "iopub.status.busy": "2023-08-15T16:12:58.760567Z", - "iopub.status.idle": "2023-08-15T16:13:01.624999Z", - "shell.execute_reply": "2023-08-15T16:13:01.624376Z" + "iopub.execute_input": "2023-12-08T17:02:01.311007Z", + "iopub.status.busy": "2023-12-08T17:02:01.310686Z", + "iopub.status.idle": "2023-12-08T17:02:04.578031Z", + "shell.execute_reply": "2023-12-08T17:02:04.576966Z" } }, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAwgAAAKPCAYAAADJx+3DAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy81sbWrAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOydd3wUZf7H3zOzu+mNEBJaSKH3Ir0XsZxdRLFgA+9sp+fd2bAgioqnnnfnz+6BBVGxt1MEpEnvHQIhEDqE9Lo7M78/QspkN337Pu/XK8o+z5Rnd2dnvp/n+RZJ13UdgUAgEAgEAoFAIABkTw9AIBAIBAKBQCAQeA9CIAgEAoFAIBAIBIJKhEAQCAQCgUAgEAgElQiBIBAIBAKBQCAQCCoRAkEgEAgEAoFAIBBUIgSCQCAQCAQCgUAgqEQIBIFAIBAIBAKBQFCJEAgCgUAgEAgEAoGgEiEQBAKBQCAQCAQCQSVCIAgEAoFAIBAIBIJKhEAQCAQCgUAgEAQsx44d47XXXmPixIkkJiZisVhISEjg2muvZd26dXbbS5JU719mZqbdfp988gmDBg0iLCyMmJgYLr30UjZu3OiOt9hoJF3XdU8PQiAQCAQCgUAg8ASPPvooc+bMITU1ldGjR9OqVSvS0tL45ptv0HWdBQsWMHny5MrtZ86c6fA4Bw4cYP78+XTr1o3du3cb+p5//nlmzJhBYmIikyZNoqCggE8//ZSSkhJ++eUXxowZ48J32HiEQBAIBAKBQCAQBCxfffUVcXFxjBw50tC+cuVKxo8fT0REBMePHycoKKjO49x///28/vrrvPLKKzz00EOV7WlpaXTv3p2UlBTWr19PVFQUALt27WLQoEG0bt2avXv3YjKZnP/mmohwMRIIBAKBQCAQBCzXXHONnTgAGDlyJGPHjuXcuXPs2LGjzmOUlJQwf/58LBYLt9xyi6Fv7ty52Gw2ZsyYUSkOAHr06MHUqVM5ePAgS5cudc6bcRJCIAgEAoFAIBAIBA4wm80A9c7uf/XVV2RnZ3PFFVcQFxdn6Fu2bBkAEydOtNvvoosuAmD58uVOGK3zEAJBIBAIBAKBQCCowZEjR1i8eDEJCQn06tWrzm3ff/99AKZNm2bXl5aWRnh4OAkJCXZ9nTp1qtzGm2iws1NJSQllZWWuHItAIBAIBAKBoBFYLBaCg4M9PQyHeNJ21HUdSZIMbUFBQfXGEVRgtVq55ZZbKC0t5aWXXkJRlFq3PXToEL/99huJiYlceOGFdv25ubm0atXK4b6RkZGV23gTDRIIJSUlhMe3Qs3Ld/V4BAKBQCAQCAQNJCEhgUOHDnmdSCgpKSE6LJZSrcgj5w8PD6egoMDQ9vTTT9eagag6mqZxxx13sGLFCqZPn24XU1CT//73v+i6zu23344s+4dzToMEQllZGWpePu1nPonsZRegwDWEH5Lq38jPKUgWCb4ErkX8zgRNxZ/uTyM+jKHd3irbQpN0Ft17lpw2tmYdNyzJu2ZkXYFWVMreO/5FWVmZ1wmEsrIySrUixiTcjkmyuPXcNr2MZSfnkpmZWTlDDzRo9UDXdaZPn87HH3/MzTffzFtvvVXn9pqmMW/ePGRZ5o477nC4TVRUVK0rBHl5eZXbeBONyqckBwcLgRAgFHWDiHTfN17yU5r+EPWPOQCBtxKRLkHDVroFAjvkYP8QCO12BZO6rwVUe9zsHVFAXooJuXEmioHwlBzED8w7MEkWTLJ7BQJa+f8iIyMNAqHe3TSNadOmMXfuXKZMmVJp+NfFzz//zNGjR7noootITEx0uE2nTp1Ys2YNJ0+etItDqIg9qIhF8Ba8J+GqwOvIT9HdJhKaY8gLBAJBoBGRLjXqvimp0HFdKNEnzahmHWuwjjVIwxqkYw3WsAXplf+2nv+3LUhDc6GVoFhh4DfGWdPiCJWtF+c167jl4kAgaBzVxcH111/PRx99VGfcQQV1BSdXMHr0aNasWcOiRYuYOnWqoe+XX36p3MabEAJB4BKEwS8Q1I4/rM4JfIshC6PpuCGs0fupigPREFOGLVSj2GrCVl1oBDkQGsHl+1iDdGwW3bBS0HNJBOHnjGbIpstysYaI54fAvWiaxp133sm8efO47rrr+PjjjxskDs6cOcP3339Py5YtueKKK2rd7vbbb+fll19m9uzZXHnllYZCaR9++CGpqamMGzfOae/HGQiBIGgyQgQIBI1DCAOBJ0jYH9QkcQCgqBJKoUJwYbXGjKa57uiSjtWinxcRmp04OJVSyqEBxU06dgVi9UDQFGbNmsW8efMIDw+nc+fOPPfcc3bbXHXVVfTt29fQ9uGHH2K1Wpk6dSoWS+1uVJ07d2bmzJk88cQT9O7dm0mTJlFYWMiCBQuwWq28++67XlVFGYRAEDSDxi5xCwSBihAGAk/S47dwTw8BAEmXsJRKWEoBjLOzmqyz/pocwwqDQOAuMjIyACgoKGD27NkOt0lKSrITCA1xL6pgxowZJCUl8dprr/Hmm29isVgYNmwYs2bNYuDAgc0avysQAkFQKw0xaoRIEAhqRwgDgTdgKbEPsszsUYypVMJcKmMulTCXyOWvyyQk3f3X7cHLsrANP0tNKVOQHt3gY4jVA0FTmTdvHvPmzWv0frt3727U9jfddBM33XRTo8/jCYRAEDikMYaNEAkCQRVCFAi8jcO9i2l5xOj+sOXSPHITHKQR1cBklTCXlIuHchEhERFdjLlIxlQiYyqWMRUrmIrl8rbiinblfF/5n7lYRrbVnw8ut0MJe68/47CvPqO/MQJCIBA0HCEQBE5BiARBoCOEgeep7x4UqN/R/qGF9FwSQVBxlbHe47dwVk/Jsd9YBltQeZxA8flckeEpORTab9kgZKtkEA3lokKpFBrWEI3TfQuwhWpNOr5YNRAIXIMQCAI7mvoQFSLB92jsdy2+X3sC1eh0N8649hp6DH/7Tm3BOvuGF9B7cVU++OTNoWy9OJ+iGNWl59bMOmVmlbJI155HIBA4FyEQBE5FiATvxRlGT8UxAvk79jfj0dvwhmvL2WPwhmtm78hCui8Px2QtX0WQNYkey8LZcLX/VxsWCASNRwgEgQFhRPoXrjJMAuU79gbDzp/x9+ungua8z9quwcYeszRc48DgIrquqgoD7rgulO0X5lMa3jT3HoFA4L8IgSBwGWI1wbO4w7j1p+9YiAHX4y/Xijtx5me2a0wBnVeHIWvl17rJKtN1ZRjbLsl32jkEAoF/IASCoBJXGEj+ZED6Eu40dv1hNUGIgyp8+XsU1E1RjMqh/kWkbqwqmtbl93B2jy3AGiy+d4FAUEX9+ccEAYErDSRhfAUGEemSz37Xwigu/wzE5+D/7BpbYHgdVCzTaU3TqiwLBAL/RQgEgVvwVcPRF/H0Z+3p8zeVCgM5EI3kQHzPgUpugo0jPYsNbd1WhCM7KIkgEAgCFyEQBG4z6HzVcBQ0Hl9eTYDAEQuB8B4F9uwaZ4w5CM1TSN0Q6qHRCAQCb0QIBIFb8WWj0Rfwts/X14UC+K9Y8Lf3I2g4ZztYOdmx1NDW/bcIJJHMSCAQnEcIhADHE8abPxiN3og3f6bePLbG4A9CwR/eg6D57KyxihCZZSJxW4iHRiMQCLwNIRACGE8bbZ4+v8C9+JMw9MVVBV8br8C1nOhcSla7MkNbz6XhIC4RgUCAEAgBR4WR5i2GmreMw9fxpc/Rm64/Z+DtYsGbxybwIJL9KkKL4xba7Avy0IAEAoE3IeogBADeboyJWgmBiT9+77W9H3f+Bv3tMxW4jsxeJeTGWYk6Y65s67kkguNdS+vYSyAQBAIuFQj+UEDJV/F2UVCTmuMV10zD8bXvujqBco9whXDw989M4Hp0ubwuwrDPYyrb4tODiDtk4UxyWR17CgQCf8clAqHmQ6++h6B40DkHXzYUa+LovbjrOqntc/TG69RfvvNAEQo1aahwCLTPReA+Dg0oos8vkYTlKpVtPZaGs+zOcx4clUAg8DROFQhNNVaEgGg6/mIgNgRXiIbGfH7+6BLjbQSqUKhJoL9/gfvQTLBndD4XfBdd2dZ+dwjRJ0zktC6vnlaQXt4XnpLj/gEKBAKP4BSB4GojtfrxA/3BGUiCoCE0ZrbfGZ+dN4kEf74WvOlzFgj8nbQhRfRaHElQUVXekh6/RfD7jdmG7QrSo4VIEAgChGYJBE/l0IfAEQr+bAS6Eld+bt5yDean6H59fXjL5ywQ+Du2IJ29Iwrosyiysi1pSwhbL86jsIVq2FaIBIEgMGhSmlNvSFPo6fO7guopSL3hMxbUjTd8P96eYtMZiN+CQOB69o4oxGapKqUsaxLdl4U73LYgPbrS7UggEPgnjRII4Ye860HtD4aDEAO+jTd9d/4uFrzpsxYI/I2yMI20IUWGto7rwgjOr91MECJBIPBf/KJQmq8aDr44ZoFjvO279HexIBAInM/u0fmoStU9w2ST6LrS8SpCBUIkCAT+iV8VSvMVn2VvMyYFzsFbA2urj8kXrj1v/AwFjgnGRol/PUYCmqJojUP9i+i4IayyrcvvYewal481uPbfZSDFJdQliALlMxAEBn55Z/dWQw18w0ATNB1vF6k1x+Xs69Fb37fAeYyRTrFBb0EIKl+aVvCJlsR7WkdU/1iQDnh2jS0gdWMokl5+b7CUyHRaHcbucQV17ufPqVAbukpSczt//CwEgYNfCgTwTkNNiIPAwZtFanV8YYwC7yGFfP6tbCAHC3FSKQAPKvsYI53mEbUfRwir5wiuQOdGOYMLpHNYkSjSTRRS9VdQ43WhbqIAE0XnX1uFsDGQF2/jSM8SOuwIqWzrtiKcvSML0Mz17+8vqwnOcJ1ydAx/+GwEgYHfCgRvQ4iDwMNXRIJA0FDuUA5ilnTiKDW095Wz+VpazhytO59rHQD33e/uk/dzr7K/yfuX6TKFKBRgPi8glGqCwlzjdQ3BoZcLjYLzr4tRcOd7dxW7xuUbBEJovkLqxlDShhbVsVcVvioS3BFPIUSDwFcQAsHFCGEQ2HjjSpZA0FSiKau1L1RSeUbZwTjpFE+ofThLsMvHk0w+0+W0Zh3DImlY0IjBWt7QjFu2qlO5MnEOC4u01szVUilDadYY3U1WopUTnUponVb1Hfb4LYIDg4rQG/hWfMXlyBuCrKuPwds/L0HgINZWXYwwDAUghKLAP/hVa13vNqPl03xnWsaF0gkXj0bnCWUnFsl77rGKBBGSjQSphO5SHg8q+1hoWkkXcj09tEazs0bMQUSWiQ7bQ2rZuna8wQB3hLfWcvDGMQkCE78WCN5inHvLOASeRYgEga/zo96WY3r9RmKMZOXfpo08r2whvGJm3slcLJ1gmHzWrv0TNYnvtLYs1uJZo7VkuxbNQT2cU3owBboJzc23485SPp+bVnKZdNS9J24mJzuVcra9ccWox9JwaMLn501Gr7cKg+r4whgF/o9wMXIT+Sm6MBAFwuVI4NPYkPmvlsqTyk5D+7/VLkyRMyoDlyu4Wj7KYCmLR9W+bNBbOm0codh4VNllaDuhB3OZbSxF9TzWJHRCUAnDVv4n2ar+jY0Zyk6iJeeKGouk86yyjV9sbXwnKFqCnePyGfNBbGVTi+MW2uwN4ni30jp2dIynXY580eD21VgOgX/gI3cq/0AUrhJUIMSiwFf5UkvkrG4xtHWW8rjCNppFWoLd9m2kYuYpa/ibvBsLqlPGcI+8n3ipxND2otqjXnEAoCNRhIkzBJNBOLv0aNbrLflNT+AEIU4XBxXI6JjRXHJsV5HZs4TcOOPn0XNpRLOO6W5D3ddn4319/ALfRQgEDyBEggB8twK4ILApReEDLcXQNlE6QQxlPKBewKO2vhToRkNdluBO5aBT/PE7ks9UOd3QtkqLY5Fef3xEXShoPKnsaNYx6uIHvV2DBIxXIcOuGrEI8elBtMyw1LJDw3BXtiB/Mqz96b0IfAMhEDyEEAmCCoRIEPgan2pJ5FcTARUCACS+1dtzpW0067VYu/0q/PGnyQeQm+LMjs6Tyg7M1QKTy3SZ2WpPmpte9CY5gy5SvqGtUFew6c3/fWbrZl5RuzX7OJ7gcJ9iVMX4XbVOC2r2cV1l8PqbMKiOP783gffhY9MZDccXDPCKMQoDUeCPNRO6ksvflN0kSCUUVuaOV87nlq/KHV+RW756Pvnq/UWY0Pwgt7w/UYCZ+VoSf1IOVLZdIR3l/+jMCUI5Tii3qUO5VU/nL/JeLFKVa41F0vmrsofR0ikeVftxjNAGn/cP0jEGyVmGtv9qqWQQ3qz3E0cJ98v7DG179Eius41ERSIIjfBqcQo14xYMryWbYdszBPOW2olzNN+o9gRdVoWhqMbfX268c9ywGmPs1ueLH0iGs4hNELgDvxUIvoQIYBb4G9GU8b5pLS2k81lQmnl5F+pKZX55R5VxaytkVVCtX1TOdS4faSncJqcTfN74N0s6t8npvKD1BMp9/edpqfyuxTHHtIVuUp5h/wvkc3wrLeN5tSdf6e2p7yIJx8ojym5D2zE9hLe1js1+L39XdhMu2Qxtz6q9UM9fK6UolKKQVWHk19Ty/qXtKwnNVui92BhzcLZ9GZk9S2rZw3UEkgBoCBWfR0jCKc8OROC3CIHgJYjVhMDG31YPHpD3VokDJxAmqYShllfwbeZPpFSXq8RDPQKjsBaxUbFvGTL+UDm3KZwjiIVaB25RDlW2XScf5i2tE9nVZsvTiOR62wjul/dzp3wAudrHFSapzDZtY6x2kqfVPnXOst8n77PLkvS82pOSZj7GBklnuVw+Zmj7SmvPFr1Fs47rDwz8NgpTWZWg1iWdddfmoAuN7TUUZkR5eggCP0UIBC9DrCYEFv4mDAB6SjlMlg97ehi1EiRpBFFGC5q/umHVJbvVjIIGrm5U9GcRRD5m57w5NzNXS+EGOaMyJiBE0pgqH+JfWlfDdlYUXtW6sVxvxYvKFtpJxYb+CfIp+krLeErtw2+6fSakzuRxk5xhaFuutWKpHt+s8ZsdBCbn+nC8gDNpsyeIxB3Gmhf7hxRyrr1rsjwJBALvQggEL0SIhMDAH8WBjM5T8nbDLDHA62pnCjARhkroed/s8Gp+2+GStbIvHCshkm+kgzRLOtFYia4oBtaEn62qw3I9nmfVXpyk8ZVqPckJQvlBb8vV1YqA3Sgf4j0tlUIHomeTHstVttE8puziWjnT0NdSKuMN0wYWaok1UpbqPKVsx1QtMLnUSYHJt8jpdJSMWXpe07r6bLyAs5CtMPDraENbSZjK1kvzHO8gEAj8Dr8UCP5geAmXI//FH67P2pgkH6aXbExj+Yrajfca6SeuoBGKSjjlwiFcslYKi4rXlf/GSphkOy8uHASKSs7Jve8qFAnGSae4QMriWbUXP+ht8SW3pffUjlwpHa0UhZGSjSny4Vq/80LMPKH2ZamWwCxlG7E1XNGuk48wRDrLI2o/tugtuFI6ygA527DNu1pHMglr1rjjKeYeeb+hbacWxedah2Yd1x/ouTSCyCyjebD5sjzKQv333iUQCIz4pUDwJ8Rqgn/hz+IgmlL+Iu81tKXrYXY58xuCikw+cpXrTTOCQiX0auLCuHJR8dqx+DgvMir7y8WI4qKfY6Rk4x+mLYzTTjJL7U0Ozcs17y7SiWCxnsBE6WRl263yQT7SkilFqXW/pXoC22wxzFK2MU42Blq2l4r4SPmdeVoqV9VYaTiihzZacDriEWWXQTxqOszSegV8xqzws4pdMbTTSaUcvKDIQyMSCASeQAgEH0CIhLrxhdUWfxYGFTyk7LWrQvus2svjWYN0pPLUqk4QG6ATjFq1clGZ4lIl7PxKRvm/bedXNtTzYsNauZpR2YdqSP9ZwSXyCQZI55ih9mWV3qqpb9utvKN1YqJcJRBaSmVcI2eyQEuqc78sgrhXHcgk7QiP1jDYlcraCkaeV3vWKTwawjDpNJfIJwxtC7VEdugxzTquz6PDwG+iUWxV91JN0ll/bY6omiQQBBh+KRD8Mae8LxjBnqD691z93970OfnbteiIPlI218lHDG0/aW1Yq8d5aESuQqIEEyWYHKe8bORXHUUZjys7uaJGFp1WUinvmtaxQO3AP7TuFHv5rXqXHs3vWkuGy2cr2+6UD7BQS8RWr2Up8YXegXW2lryobKF/DXei6izW4lne7MBklSeUnYa2bN3Ma5oITG6/M5h2e4INbftGFJLdxlbLHgKBwF/xyzkBfzbI/Pm9OZP8FN3w58kx+Dvy+eq21SnUFeao3T00It8hFwuPqP150DaAHN0+qHeKcpivTCvoLdVuNHsLb2udDK/bSsVMqOZ2VB+ZhHGLOpxX1K6UOaheXKzLvKD2bPY4b5fTSZYKDW2vqt18xqXLVZhKJS741pgysyhCZdtFIjBZIAhE/EIgeIMx6E4C5X3WR2M+A1dfIzWPH0jfz2T5MD0kY2Dy/2ldOO1jGXk8yS96G66wjWGlZr/ikiQVMl/5nfvkfZjw3uxO+/VISmskyO9S47qoDw2J97RO3GAbyQHdWB35Ta0zxxtRddkRbSjiTzUCk7dp0XypJzbruP5AzyURhGcbV6o2XZGLNSRw7mUCgaAK7163roNAMsBqI5BjE5r7/dfcv6Gfo7jujMRQyoM1ApMP6OF8pCV7aES+yxmCuUsdzA36YR6WdxlSvZoknXuV/YySTvGI2o9DRNRxJM/woLyXoBoxFaub6GK2hyiutY3iNjmdIdJZVutxvKelNnuM9yv7DJ+rqsMstRd6gAcmR5420X2ZUZCdTC0lo19xLXsIBAJ/x2cEgjDMHBOIsQmuWgEQNJ6/KnuIchCYXL/fucAxEp9qSazVyv3x+8g5ht5eci5fSSt4WevOJ1qS1xi2jorjLdIS2KC3bPIxy1B4R+vEO3Sqf+MG0k86Z3j9q96a3UQ77fg+iQ6DvopCUasFJss666/J8aVsuwKBwMl49VM8EN01mkqguLj46/vyRfpK5+yKXf2gtWV9M4xCQTkZhHOTOpx/q12w1fDHD5Y0nlB28p6ylng8P8PrqDheka7wotrDc4OqhW01shQNkrIIJrADcDtsC6F1mjEwec+oAnITAvtzEQgCHa8UCP5s4LqTQBENAvdTW2DySyIw2WmoyLypdeYGdQQHa/jjAwyTz/KtaTmXSscc7O0+HBXHe1PrxIlmxgu4grmq0U2phVRmJ3IDCVOpxIDvjIHJhVE2tk/M99CIBAKBt+BVLkbCgHU9jj5jX3FPEtdH85DRGS+dpJ1URBEKhbqJQsr/CnQTRRX/xkQxCnX5F9wgZ9BdMmY3+Y/WhTME17KHoKns0qO51jaKh+Q9TFUOGfqiJCuvmDYzTjvJs2ovct2ciSem1uJ4zY8XcAV7iWKF1opR8unKtjvkg3ymdQhIt7j2O4IJyzXWlFDNEHXKhDVIxxaknf+/jh54H49AENB4hUAQhp9nqevz94R4ENeDa3hW2cY1DZwtVXUMgqHwvIAoON82rkb6yjQ9gvkiMNlllKLwgtaT5Xo8s5WtJEglhv4/yMe5QDrH42ofVruxuJq3Fseri3e0jgaB0EYq5g/SMb7V23twVN5D5FkTl/7L/hqyWqrEgjW4/N/WIO386/J/V4qKYJ2CGJVTqaXozatpJxAIPIRHBYIwBL2f2r6jpggH8X17jlHSqQaLAyivYhuBjYgK/+x6vu5n1Z4BOQPrblbrcVxpG82Tyk4uq1FcLV4q4X3TOj5Wk3hF60aJi2/vfaVzTPLB4nib9Fg2aTEMqFaQbZpygO9s7bwm6NtdHO5bTOrGErsYBEeYy2TMZUAjvI/yWtr4/cZznO1grX9jgUDgVXjkiS784X0fR/EN9f0JPIMFlcdrVI51Jt9pbZuVrUbQOPKw8He1Pw/Z+jssrnazksGXphX0lHJcNgZfL473bo2ibh2lAsY3oqibv6CZYMldWWy5NBdNdv49OvKsiYtej6P3LxFIqtMPLxAIXIjbVxCEoSgQuJc75YN0kIrs2vfqkYRjJQwbYdiwSI3/bWbpFl52YBSGp+Q0ZagAFKRHN3nfQOJ/els22VowW9nGCPmMoS9FKmSBsoo3tU68o3Vy+uqOoxiU132oON5yvRX79Ai6SFXT4dPlAyxWEwi03J66DDvHF3CsSyl9FkUQd9iCqUTGZHPO5yBrEn0WRdJ2bzCrbswmP05kRxIIfAG3CQQhDAQC99OWIu6S0wxtm7UYblaH27lTmFHPiwW1XDhI5cIh/LyAqHhd8ZePmZ/axlBsLiEco098c6hNXAjhYM9pQpiuDuZGPYO/ybvtiqvdr+xnlHSaR9V+ZGCfCakpxFLKAzUCk9P0CD72qRgUiXfVjrxs2lLZ0lvOYbCWxboAXQ3Lbmdl2R1VdSIkFcylEuYSGXOpRFK6iV5fxTb5+C2PWLjs1Tg2Xp5L2tCiQNNhAoHP4XKB4ExhEB+Wz50DNlFQZqGozEyh1UJh5f8tVf8/31ZkNaOJ1AuCAOZxZSfBNSrHPltL5VgrCjko5FQ01Pzp1njdnFWCpiCEQ21IfKIls1qLY46yhd41iqv1kXP4SlpeWVytuZbZ35TdRErGWWBfjEH5WW/Dn/V9JFZbXbtLTmOdGpgCoSa6AmWhOmWh5b5BSYtCQNZBa8D1I+mUtirFfCYIudr2pjKZIV/G0G53CGsmZ1MSqdVxEIFA4ElcKhCcJQ4So7JpG5lHUZmF63o0zpe6yGquEgxlZgqsForKLOw925IvdvUkqzjMKWMUCLyNMdJJxsmnDG3ztWT2ElXLHg3H3eKgLoRwKKeiuNpdehp3y2mYqrmMhUgaTyo7mSYfIAeLIcVtRZrbytc1+gr1quxVnaR8rpKPGs7rqzEoKjL/1VKZWS2WYph8lh5aDrv0aM8NzEsJ3xvWMHEAoEtYss387/4zjJjfgsizRlOj3Z5gLv9HK9ZOziGzl/NWHwUCgfNwiUBwrjuRzqMjVzC0fSZFVvuAvPoINVsJNVuJw+iDPSb5ENf33MHzK8awOL2jswYr8DLCU3ICzlAECELlcWWXoe2MHsTrWpdmH9ubxEFdVIwzkL5/GzJvaF1YocfzkrKZZKnQ0N9aKqE1JU5z78jXTfzDRwKTHfG11p575f3ESaWVbXfJaTygDvTgqLwQTUcqa9wKkVQmk9WujB8fOk3/HyLpstro4hZcpDBmXiwHBhay8apcrMHCDVkg8CacLhCcHWswPuUgQ9uXp2cMNTs3VVpMSAn/uOhn/pfWiRdXjiav1P1FnoJNVu66YANdW56h1Gai0GqudJeq3Y2q2jbCjcqAI+M1EA3FafIB2tcITH5Z7UY+jRfZvk4gisSdejTX2EbxV3kPNysZLjvPv7UunPXh4nhlKHygpfA3ZU9l2wTpJMnkc4gID47My5AldIuGVNbwoga6RQNZwhaks/7aXI52L2HoZzGE5huP0XFDGAkHg1g1JZszKWXOHrlAIGgiThMIrghCDjZZ+euwVXbtvx1KRpZ0Qs1WwixlhJnLCLNYCTOXEWJufIaESzqlMaD1cWYuG8eazA7OGHqDeW78r4xPSW/WMYqtJjshUVRNaFQXFIVlZoqslvI4DqvZELdRZLWg+pDYaOxMdqAYiu0pZLp8wNC2UWvBd3q7Zh/bV1YPahIo3311SjAxW+vFb3o8zynbaC0515Vjjx7JAi3Jqcf0BJ9qHZguHyDqfME3WYJpykFmqH09OzAvo6BrIRE7IxrmZiTrFHQzrl4d71bKD387zZAvokncYcx2FX7OxEVvtGTX2AK2XZSH5hUlXAWCwMYpP0NXZSiaNmAjrSMKDG2PLLqIRQc71bIHKJJGiNl6XjRUCYfqQuKCNscYV8MobxVeyBuXfc/nO3vyzzXDKbG5fqZ1RGJGs8UBQIjZRojZRsvQ5o+pQmxUxWsYRUe5sKgmMMosdqseFds4W2w4wzj1/9UEnRnKToKqBSbbdIln1V4016/EV8VBoLNab8WFtvG8pmxkQo2YlOawR48inhKO44QbjwcpxMwCLYk/KVXZvi6XjvI6nTnh4+/NmewcUcTQ7ZEN21iT2DHCPrVyabjG8lvPkbIhlIHfRGEprXpGSLpEz6URtNkbxKqbsslNEOlQBQJP0myB4Cpx0CE6m6l9thja1h1tx6KDdccLqLpMQVkQBWVBUOh4mwU7enNxp/08NnIFkUGlhr7JPXcypH0mTy2ZwLZTrZv1HurCoth4eMQKlx2/qVSIDWc8F4utJsNKRpXAqCEozgeOV+/T40sospkpVM0U2cwuExv+JhTGSqcYLZ82tM3XkthPAx/sfkwgriJUkEgho6TT9W/YCK6RM7lEOua07Eie5EMtmVvlg5VpYs2Szm1yOi9oPT08Mu/hQLKNnn3ziNgaQd3ftU5+33wOJtkcbydB+qAiTqeWMmxBDPGHggzdLY5b+MM/W7H5D7nsHVHooXKuAoGgyQLBtXUNdB4evgKzUjULalVl5qwchXMeQhI/p3Vh8/G2zBy7pDLGoYLEqFzev+or5m3tz9sbBmHVGu532VBu67uZ9lHGQkOHc6JYeii12opHdReqMkLNVsItTXOj8gQVYiM2tLjZxypVZYpsZopUM4W2ctFQ/tpULiTO95W3mxxsV/HahE2v+j79SSgEY2NGjYrJgRaYXB+BKRJ0nlR2NqkQXn1UZEcaK51ihtrHZwql1SSbIL7QOnCLcqiy7Tr5MGv0OJbp8R4cmRchS3w3JY8rgIitkfYpT8+/zu+bz3dT8sp9teqgIFbl13vO0n1ZOH1+jkRRq7ZXbBIDv42m3e5gVt+QTVG0SIcqELibJgkEVxc9G59ykGGJRqN9/vY+HMpp4dTznC4M554fruC6Hjv5y9DfDYa3Iuvc2X8TIxMzeGLJhaSdc14avzYRedzef5OhbcuJ1tz5zTUO89PXpCFuVKE1xEWY2UqopYxwcxmhldtbnR747SqCFI0gpZQYSuvfuB7KNNkgMAptZor6l7/OzQ6zi81w5GJVaDWTVxLsVTEbd8kHaCsZxdhLancKmhmY7C/iIFC5VDrOUPmsoS1DD8OGRGi1QnhKM+ZeRshn+FZaziy1F//T2zZzxJ5hnpbCDXIG5vNCKkTSeNO0ns/URF7SelDkvrqiXotmkvjmpjxShxfRa1Uo4XvCkMpkdItGQbdCdowoKl85qEccVKDLsGtcAcc7lzLikxiiTxnvVa3Tgrns5XjWX5tDRr/mTzQJBIKG06g7XkGyjuziVGSOApNPFYTx7iZXpZ2TWLirF+uOtmfWuMX0SThp6O3cMov5kz7njfWD+XBbP6dkDPr78JUEm9TK16om8eLK0Q0SB9AwN6qGIktaZSpYu5WL8wKjuqCouZoRai47/38rYRbfEBsWWcNiKSXa4kBsNMKrLLs4mE939Oa/WwZgc8EqU2PoQAF3ygcNbRu0FvzQTGPNH8VBIK0ihGLjkRrpbo/rIVxjG0Wx4favE4xaVUW7snK2SlhlVe2qvgSphIvkE4bjRktWXjVtZqx2iufUnuRhccM7dB7HCeUrrT3XK0cM7dcrRxgin+VRtR9bdedOUvkkssTBFJWDKflAPmh6DUHQeKWZ3c7Kj385Tb+foui+wpgONahYZuTHLWi3q4j11+RQFirSoQoE7sDrpkQcBSa/snoERdaqh01No8UZD/sjudHc8c013Np3C3cPXGdwbzIrGg8MXcPopEM8tXQCmXlNP9/IDocYk3zI0Pb5zl7sz/JMoSGtuthoBI4MRwmdEMVKqMlGmMlKqMlKqFL+//LXNkKV8n+HmKyEnd82tNq2FduFKNaGTkJ5jJiQEu4etJ5RSeWrTBk5MR4aSXlgssUFgcn+SqCIhPvkfbSSjEL4BbVHDXEAIFGCiRJMZHH+XlDdDnNgkw3TTvO8so34GtmRLpePcYGUxeNqX9bqcc1/E27kBa0nLaVSxtcI5u4gFfGx8jvvaJ14Q+vsc1WjXYqTbtSaGTZdmcuxbiUM+zSasFzjNZq8JZRW6RZWT8nmZCeRDlUgcDWSruv1yvG8vDyioqLo8OJs5GDX5bxOjMrmi+sXGIzzdUfb8afvrwSkBs1mOuOh3zn2LM+O/5XOsVl2fcVWE6+uHsEXu3vQWOPLotj44vpPDLEHWUUhXLXg5kYb6O7Ak7PHEjrBiq1KXFQXHudFR7moqCZGHIiMij5Xi40Sm8K/1w7j0x29G7wS5CwmSCf4j2mjoW2umsJLWo9mHdcfVw+q4+8CoRN5fGVaYaiovEJrxR/VQThLOEZRxlPKDi6Vjzvs/1BN5lWtG6V4doWtcehMko7wqLKLMEm1692pRfGI2o90USfBZViKJAZ9FU3yFsfZMnaPKmDLpblogVfWxQ6tpITDj84gNzeXyEjvSkZRYTtOaP1HTLJ7VxRtWhmLT7ztlZ+Lr+BFAkHn//7wnSH2wKrKXP/5DZxp0fjZmuY+/M2yyt0D13Frv80OjcvfjyTyzLJxnCkMt++shbsGrOfuQesNbU8umcAP+7u6TfzUhn8bgzohSvnqxcTE/Vhkje1n2xjEhN1qh2Jc2Qg12QiVbYSayzDJtf9k1h1tx9NLx3Oq0D3GQwg2fjAto0212IPTehCX2sZS2IzYA/++HqrwX5Gg85Gymgvkc5UtpbrMFbYxHCHM6We7VDrGU8qOyloC1Tmgh/OIrR+7iXb6eV1JewqZo2yhn5xt11eiy5XZm9w9IRBIJG0OYdBX0QQV29sAOQlWVt2YTXZb33BtdRVCIDhGCITm4zUCYVzyQV65+H+Gtk8OdefN/f2bddzmGgB9E44za9xiu4xDALklQbywcjS/HOhc73HaRuTyxQ2fGGIPtmfHce/6iThjNq+h7zNQDL+aTEzcZ9e26EhTsvvoWA9H0KXlGZ4eu5SUGHvjIb/UwpxVo/hxfxdc7eLzR3k/DyrG9/Z3Wz9+aEZRtEC7RvxRJFwhZTLHtNXQ9n9qZ6dktKqNeIp5QdlqFxANYNUlXte68L6WiupD7jkKGnfKB7lP3lcZvFyd37WWPK729dnsTb5AaLbCsM+iaZ1mb3uois62i/PI6FuMNUjHFqQFXJE1IRAcIwRC8/EKgRBssvLVDfMNsQenS0K5edXlFKvOW0NsqiEQYirjL8NWc12PnQ77fznQkRdWjCa31PFDIjwlhxf6/caIVscq21Rd4s41l3Iw31N+64GDI3FQQdNEQvm1FKTYuH/IGm7qvc3hNkvSU3hu+VhySlxnPMxVVjNENrrCrddieUzt2+QCVkIg+DYRWPnJtJSWUpWfdqYeyuW2MS539ZHQuUk+xF/lPQRL9qkpt2gxPKL2I9MFqxiupDs5zDFtoaNUYNeXo5t9OnuTT6BB11Vh9P8xCsVW96SLatKxBmlYg/RK0WANrmqzBVfv17Cd384afL4t+Pw+QTo2i+71YVxCIDhGCITm4xUC4d5Ba5g2wJj28+ltI1h6Msnp54KmGwTDEw/z9JglxIXZV4g8UxjKrGXjWHUkyc7AGhZ3lDn9lxnaFh7uwr/3uiozkwDqFgbVaY5IABjUNpNnxi0hIdzeeDhbFMqsZWNZeTi5Seeoj3vlfdyn7Ldrz9dNzFZ78q3ejsY84QJNHFTgTyLhcXmnIZ8/wN22QW7N559KPnNMW+gh5dr1FeoKc9QeLNQT8XrrqxpBqDwk72Fqjc+2gu+1tj6ZvcmXiDppYsT8GFocd89nrEs6Vot+XkRo58VD1b8rRUdQ1b8LYm2cTinDXRmwhUBwjBAIzcfjAsFRYPKmrAQe3Dgedzw8GmsYRAaV8OjI5VzSKc1h/7eZHfm/fQMqVz4sso2Phv9Am9Aq4/FcaTA3rbqCApt4kLiChgqD6jRXJIRbSnlkxAou6+L43F/t7m6XjcsZyOj8Td7NrXK6w1iZX7UEnlZ7k03DguADVSCAf4iEbuSy0LTCUNNgiRbPfeogt4/FjMY98n6my2kOayz8psXzlNqbs7gu8YUrGCqd4XllKwk1sjcBnNCDfTJ7ky8h26DPL5H0+C0cSfdOgZkTfz4+op3r4yOEQHCMEAjNx8POoDqPjDBWTLZpEv/cMxB3zSyFp+Q02CgKT8lBa1vC8+mDeXrbCHLL7C/4K9sfYO6wH+kVfRqAG5N3G8QBwBv7+wtx4CKaIg6as19lJeayIJ5ceiF/++VisovtDZ5ruu/ms8mf0jfBcbaXpqIh8ZLWg9vUoRzX7V2ZLpRP8p1pGWOkkw72FvgTEjpPKTsMxniJLvOC2tMj47Ei8y+tKzerwzms27u7jZVP8a1pOROkEw729l7W6HFcaRvND5q9S1FrqYS5prU8Ku8kCPsMSILmo5lgyx/y+OWes5xKLkV3QYXw5hJ9yswl/46jx5JwHHjaCQQ+gUdXEFwVmNwcKmeEGyAaYoOKeKTHWobG2Rt9mg7fZnbm0rYHCVKqHhTbsuO4z0mByYIqmmrg16SpKwlQde3EhhTy5JjfGJ2UYbeNpsMHW/vz5vrBWJ1cXC0cK48pu7hGznTY/4WWyAtq3RVhA3kFAXx7FeFa6QjPmYzxMP9Su/CWVn8SBVcTio2/y7u5QTnssP9LrT0vqD2alXnLE9SXvelhW3/2EOWBkQUQGpjKJMylEuZSGVPp+X+XyFVtJVX9FX2V251vK99GRlGd+2w+lVzK6inZFMS6RjCKFQTHNHYF4dixYyxcuJCffvqJvXv3cvLkSVq0aMHw4cN5+OGHGTx4sMP9Dh06xPPPP8+iRYs4efIk0dHRdO/enXvuuYfrrrvObvtPPvmE1157jV27dmGxWBg6dCizZs3iggsuaPZ7djYeEwjBJitf3/wxCSFVpYDPlIRw06ornBqY7Hp0Lm93gPu6bCLUZKtzSxGY7BqcJQ4qcIZIAJ2ru+3mr8NWOawwvf9sLE8suZC0c84vkDdBOsEzynZaSPbFhI7qITyq9mOTHutw30AXCOB+kRCKjTLkZhXfiqKM/5mWElPNUD2sh3GFbTRlXlSDYLR0imeVbcRJ9lXMj+ohPKb2Y2Mt16a3Ulf2prLK7E0d0cSkkE8g28BUKmMpkc6LiPMCoqboqC4wzm8bcc5E+Dn7CZiyII0NV+WSPrDI6XODQiA4prEC4dFHH2XOnDmkpqYyevRoWrVqRVpaGt988w26rrNgwQImT55s2OfXX3/lqquuAuDyyy8nJSWF7Oxstm/fTs+ePXn77bcN2z///PPMmDGDxMREJk2aREFBAZ9++iklJSX88ssvjBkzxllv3yl4TCD8ZeIypqYaswK5MjDZ1bQOyWdGr9X0iTlT6zYiMNk5OFsQ1IYzhELbiFxmjV9M/9b2bhRWVeaN9YP5cFs/NCdHtMVSyixlG+NqVISF8lWMuVoq/9K6YK1hPAqB4D6B0I5C/s+0gc5SPlDuDlSIqepPN9m9Lqil72/ybvrIOYbjT7MN5ne9lVveS2OIoZRnlO1cKNu7vWk6/FdL5d8Ork1vpr7sTZu0GB5V+3HUx7I3CRqHbIPeiyLpsTQc2UF8xOFexayblENpuPP8joRAcExjBcJXX31FXFwcI0eONLSvXLmS8ePHExERwfHjxwkKKo/ny8zMpGfPnsTHx7N48WISExON57fZMJmqxGJaWhrdu3cnJSWF9evXExVVvrK4a9cuBg0aROvWrdm7d69hH0/jEYGQGJXNFzcswCxXD0yO58GNE/Bl1xsZjclJe5neaSsW2XgDyCoN5mYRmNxk3CUKauIMkSBLGrf02co9g9ZiURykfjzRmieXTOBYvrNdEXSukTJ5XNnpsCLsPj2CR2z92FfNBUIIBPcIBBmdT5WV9JLts/w4g1+01jyoet+SdRU6V0pHeULZSbhkv/K6V4/kEVs/9uNdBk99pJLPS6bNdJfs6+YU6govqD35Um+PLz/nBPUTl25h+IIYIhysJhRFqKy5IZvjXe1X0ZqCEAiOcWaQ8kUXXcSiRYvYsGFDpSvQ3XffzVtvvcWSJUsYN25cvcd4/PHHeeGFF/jggw+YOnWqoa/iWL/88gsTJ05s1lidiQeClM8HJsvGwOTX3BiY7Co0ZD7N6M60NZeyP8/oRvT6vgFNEgcTE/c5/PN3vOX9NufcFQHwmi7zwdb+3PzFZPaftXef6Nf6BJ9f/ylXd9sFODPgTuIrPZErbWPYqLWw6+0i5fO5aSXT5DRkp55XUB/XyYddJg6KdIU5aneXHNt5SHyrt+dK22g2OLg2u0p5LDSt5A75gE9dmweJ4AbbSN5SO6HWGHaYpPKcaRuvKxtogXOMQ4F3cialjB//epoDAwvt+kLzFca/25JBX0ahlPm2zRMomM3lbu8Vs/u6rvP5558TGxvLuHHj2LRpE6+++iovv/wyixcvRtPsJwKXLVsG4FAAXHTRRQAsX77cRe+gabh9BcFRYPKCQ914Y/+AZh3X2zBJKle2T6NX9BlWnWnH4hONy4PvzlSd3oC3i57mfrYVs9JmWeVPA9dxa98tKLL9T29FRgdmLRtHVrFzXRFkdG6TD/KAvA9LHS4QOSmuT8vn7bh6BSGGUn4y/Ua0g8BWZ/CK2o33tI4uObYrkNG5VU7nQXmvw2tzg9aCR9V+TS785yn6Sed4UdlComRfNydLt/Ck2off9AQPjEzgTtpvD2bIwmiCi+xd5nLjrKy6KZtz7Zt+LxArCI5x1grCkSNH6Ny5MzExMRw9ehRFUUhPTyc1NZWBAwcyYMAA3nrrLcM+/fr147vvvqNdu3aVbXFxcZSUlJCfn293jl27dtGzZ0+uu+46Pv/88yaP1dm4VSCUV0z+hNYRVR+QbwYmuwZXGMmeEg3ebvA3BWd8lhXGZ5+EEzw77lfaR9m7ImQXBzN7xRiWpDvfyOtMHnNMW+haiwvEay2S+SYsAaTAntlypUh4TtnKtTUyTT1k608mYYRhq/wLl2yG12HVXodXex16/nUZMt9p7XhO64nq6QzWTaCua7NAN/FcEwr/eZpQbDyq7OI6+YjD/oVaIi/Wk1lM4PuE5MkM/SyGtnvt7SdN1tk+MZ+d4/LRmxB2IwSCYyoEQmZmpuFzCQoKqowjqA+r1cqECRNYsWIFH374IbfccgsAa9euZejQoSiKQkhICP/5z3+48soryc3N5fnnn+fdd99l8ODBrF27tvJYFouFVq1acfToUbvzZGZmkpiYyMSJE/nll1+a+c6dh1vvSnf232gQB1DueiPEgesMakfHrW7o+qMh7yomJu5rtkio8PHflt6a6z+/gYeG/c6kHrsM28SElPDyRT/zw74uzFk1ioKyht3MGsJ+IplsG8F98n7ulA8YcuaHSSozsg8wqvgcs1t0IksR8TLOpq90zk4c/KC15X+6fU79xnnW6EiV//VNKq7NP8v7uEM+aCj8Fy7ZeNG0lXHaSZ5We5PTwMJ/nqYIE0+pffhNi+dZZRuxNTKLXScfYbB0lkfUfmzV7V2tBP5BcaTG0mlZdF4dxoDvIzFZqwS8rEn0/TmSNnuC+P3GbApa+l/9jOLurTGZ3FsQ0WYrgRPQvn17Q/vTTz/NzJkz691f0zTuuOMOVqxYwfTp0yvFQUUfgKqqPPvss9x2220AxMTE8M4777B9+3bWrVvHqlWrGDFihNPek7tx2zRTYlQ2U/tuMbStO9qOpSc7uGsIXoknfOy9wbffV3HWZxaekkOxzcLsFWO5/8fLOFtk7z5xWZd9fD55AYPaOq5r0FSsKPxT68Yt6nCOOChgNbLkHJ+e3MTYIvu0jYKmo6DxlLLD0Fagm3jJKfECkk+LgwqsKLyidedWdRhHHRT+myif5DvTckZJ9tm5vJnf9ASusI1hiRZv15coFfGx8jsPyHswI6pq+S0S7B9eyI8PneFse/sU1K0OB3HZq63ouC7UuaFoAU5mZia5ubmVf4899li9++i6zvTp0/n444+5+eab7VyIKjIQAVxxxRV2+19++eUAbNy40bBPbq7juLO8vDy743oDblpBKA9Mrp7BxarKvLRqFAXZMQGbOUUY6L6JM1YSoGo1YVV6Etd9NoXHRy3jwtSDhm1aRxTw9hXfsudMHIVlZgqtFgrLLBRZzRSUWSiyWii0miksq2ovLDvfVm1bm4OibFv0FlxtG80jyi4m13CBiNZsvJS1hx+LW/GPmFQKZeEC0VxukA/TrYb7zOtaZ87g3pk1X2CjHstVttE87qDwX5xUytum9XyqduAlrTvFPuKec44g7lMHco1mn1lMkeBPygFGyad52Nafg0R4cKQCV5LXysbP95+h968R9FwcYUiHai6VGfp5DO12BbNmsnPToQYqkZGRjXK90jSNadOmMXfuXKZMmcK8efOQZeNceseOHVEUBVVViY6OtjtGRVtxcXFlW6dOnVizZg0nT54kIcEYe5SWlla5jTfhljvruOR0hiUab/Lzt/chPTswl1SFMPB9nCUSoFwo5KRH8/Cii7m0034eHbmciCDjDFO3uNrrazSEUptCbkkwKw4n8caGwWQXl68cFGHiabUPS7UEhwWs/lB0mgGluTzTojMbg6ObNQZfIjwlx6lxCC0p4QF5r6Ftvx7BfK1xyQsCiULMzFD78psW77Dw3w3KYYbK5e4523RfKT5ZnllsvS2WF5UtDJCzDb3dpTy+MK3gFa0b87Vkv1gVEtijK7Dt4nyOdS1l+CcxRGYZTbH2u0Jo+Q8La67P5lh3kfHKXVQXB9dffz0fffQRimI/uRYUFMSwYcNYuXIlu3fvtnMj2r17NwBJSUmVbaNHj2bNmjUsWrTILs1pRdzB6NGjnfyOmofLXYyCTVb+NnyVoe10QRjvbgq8gmHCrce/cOZ3WZ4SNZef0rpw3WdTWHe0Xf07NYIgk0qr8EIm9djFwskLGJ10yNC/XI9nStt+LAmxT8OaoJby5pkd/CX7IEGa//nHuoO/K7uJqJHvf5baq1nVkwOFxXprrrSNZplmX/Stg1TIfGUV98t7MfmQe85RwpiqDudVtSvWGgW1giWNGcou3lPWEk9xLUcQ+ANnk8rToaYNtk+HGlKgMO79lgz+IhpTqRCKrkbTNO68807mzp3Lddddx8cff+xQHFRw9913AzBz5kxKS6tE3N69e5k3bx4RERFcfPHFle233347JpOJ2bNnG1yNdu3axYcffkhqamqD6im4E5dnMbp30BqmDdhkaHtk0UUsOmhcSvFXNyMhCPwfZ2eKKkiPRkLn+p7b+fOQNYSY7QtJOYN3Ng7kzQ2DK1+Hp+SArnNJ0Wkezj5IuG4vBtJNITwd24W9Fv93gXDWCsIFUhYfmVYb2r7R2vGY2s8pxw8cdK6TjvCIssth4b+dWhQPq/045GPuOd3I5SXTZjpKBXZ9ubqZZ9RejoPYBX5Fu53BDF0YTXCBvVGa19LGqpvOkZVonw7VF7IYDR8/0yNByr8vmdngz2XmzJk888wzhIeH88ADDzisaHzVVVfRt29foDxOYfLkyXzxxRd06dKFiy66iNzcXL788kuKior48MMPuemmmwz7z549myeeeILExEQmTZpEYWEhCxYsoLi4mF9++YWxY8c65b07C5cKhMSobBZev8AQe7DuaDv+9P2V1ExV508CQYiCwMMV6WQL0qMJt5QyoM1xIoNKCDOXEWqxEmYuI+z8/0PNVsIsZZV94eYyQi3l7XIDJp1u+/patp1sDRh/g/G2Ep4+t5+BpfZBVWVI3N2qF9uDvCugytk4QyCY0PjKtIJOUlX2tjzdxKW2cWT5SCYebyORQuYoW+hbwz0HoESX+YfWnQVakk+55wSh8hd5D7cqhxz2f6+15Tm1J3mIzGL+THC+zNDPo2m32z5AX5N1dkzIZ8cEYzpUIRAc01iBcNttt/HBBx/Uuc3cuXMrMxaVn8PGf/7zH95//30OHDhAUFAQQ4YM4fHHH6/VXWj+/Pm89tpr7Nq1C4vFwtChQ5k1axYDB3qfV02jBMLHG0ajB4WcD4K0UFRWFShZcL6tIpCyqMzM02OXMjyxKvjRqspc//kNHMqxjz3wdYEgRIHAVSKhKUjohJitlcIhMqiUO/ptYkyy0QBZebgDf/6pPONCzd+gpOtcX3Cce3MzCNaN7hv7zGHcHN/Pr+slOEMg3CYf5BFlt6HtWbUnn4jYg2ahoDFNPsC98n7Mkv0j7HetJY+rfTmNvaHlzQyVzvC8spUEqcSu74QezONqX9bqcR4YmcBt6NBpbSgXfBeFqczeBfFMYhm/33iO/LjyVTQhEBzTWIEgsKdRAuHImQ5ERjbdZ3beln78a+3wWvtdLRLqM+Iba+AJUSCoiTeJBHt07h64nrsu2GBovf7z6zkeVXstkmRrITOz9tPdanSBeKBlD1aHNCPRgK4zvvgsHa2FLA1pSZolvOnHchHN+exbUcxPpt8M7jC79Ugm20b6ZCEzb6Q7Obxk2kKqA/ecHN3MLB90z4mkjCeVnVwmH3PY/4GazD+1bpTShKpaAp8h4ozC8E9aEHfEftXIZtHYdHkexzuXUKoXs3/2Y15pCAuB4Nu4TSCcKgjjmk9vosha+xKppwWCQOAMvFkkBJus/HTzB8SEVM1QLj2ZyNPbRtW5n6JrfHZyMx1sVUGT2yyRTGvVu8mrCLflZXJvbgYAKvBhRHveiUrEJnmP8dycz/0VZROXyscNbVNsw0VBLCcThMpD8h6m+pl7zqXSMZ5SdhAl2fudH9DDedjWnz34t5tfoCOp0GtxBL0WRyBrju+zpXoRc7Q7vNIQFgLBt3Hbk/jV1SPqFAfgzJlSgcBzuEKIlmc5ymn2cUpsZuZv72toGxN/hPahjgu4VKBKMh9EGDMr9SnLo19pXi171E17azHTcw9XvlaA2/MzmXdqK6ll9hk9fI0BUpadOPhCSxTiwAWUovCC1pM7bEM4qdsbIZfLx/jGtJwhUvNSBbubn/S2XGkbzRqtpV1fR6mAT00rmSanIYuqWn6LrsD2i/L5+f4z5LV0TbIKgaA2GlUH4f1NA2gRw/kgyTJDsGSYperfQSZjhokF23uz6GBHpw5cIPBmnFknoTrOEAk/FiRym3UT4ebymUlZgpuSd/PirqF17ve/sFbclXeEBLUqpdvt+ZlsCW7kLKau8/ecA1gcGDZdrIV8eGoLb0Ql8UlEW3QfjXEYL520a0ukkNYUcQL76tWC5rNGj+NK22iH7jmtpRLmmtb6nHvOKUK4Ux3Czfoh/irvIUiqigWySDp/VfYyRjrFo2o/jhLmwZEKXElWopUfHzrNgO+j6LxGfM8C99AogTBv64AGZTEyyWplcGRBqYX8MlEpVBB4uEokNJcCm4WvMztzS8quyraL2qQz92AvTpXUHgdgk2Q+jGjHwzlV1Z6HlmTTtSy/UWlPxxZnMbQkp9Z+CzoP5h5iZMk5ZrbozEk3L01X0JwVzTTd/vMYJGfxrbSc59SefKe3o2YmN0HzycPC39X+/KbFO3TPuVU5xHD5jE+55+hIfKSlsFqL4yXTZrrXqMY9QM7mG2k5z6s9+Upvj7iu/BNbkM66STkc7V5M718jaXHUXKvbkUDgDFziYmTTFHJLQziRHynEgSCg8da4l88Pd6NErZpFNck6U5L21Lvfd2HxZMnGgObb8zJr2dqeEE3lr9UEBsBpxcJBk/2s+oDSXBac3Mxlhaeg/lApr+JrvT3vqal27RGSjTmmrfxT2UQ0ZQ72FDiDCvec1bW453xmWsldPuaec5AIbrCN5C21I2qNYYdJKrNN2/iPspEYROVdf+ZY91L+98AZ5r90nE9ePMbXj53y9JAEfor3RAOeR8QhCPwNbxQJOWXBfH/U6PZ3WbsDxFjqrtxaKissiDBmhRlXnEWytWFxA3fmHSFeNRrG/4xOYWpCPz6OaGtXCzdcV3n63H5eytpDtOo+g7r59yGJV7Tu3GobynEHfvEXyyf4zrSMkZJ4uLuKU4QwTR3Cc2pPSnTjo84s6fxF2ctHyu+0x3diXqzI/Evrxi3qcI7o9qJ6gnyS70zLGCOuK/9HAtUMpRG+U0Fc4Ft4nUAQNJxbYlbb/Qm8E28UCZ9mdMeqVd0CghSVyR321rvfF+GtyZeMPtxT847Wu1+StYib8o2+4euColkc0pIySeZf0SncHdeLE4p9AbGxxVl8enIzI4qzjB0uWFlw5iTFer0lV9nG8K3Wzq4vTirlHdN6npa3E4IIQHQFOhLztWQm2UaxS7d3KeovZ/O1aTnDpNMeGF3T2aK34GrbaL7QEu36WkplvGlaz0x5G6HiuhIIBE3EpZWUm4qr0p16o5HWGJoiAD7KHuaCkQiairfFJDzSYw2Xtaty+Sm0mZm0/CoKbHVX+f1TbgZ3VnMtsgHXtB7IidriBXSdN87sMFRmtiIxJaE/h83GmdAwzcbfsg9yWZFjo22JFM+RfR3oeVAm2AolZtiSLLGkl0x6vNSs4m2uXMGcKB3nGWU70Q7SVh7Ww3hE7cc2PcZl5w90zGjcI+9nupyGUuMSydXNTLCNp4Da64F4K+Okk8xSthEr2a+wndGDOK6HUIip6k+v+nfB+ddFdv1K5WtRs8O7EYXSHCPSnDafRgmE7p8+TPHJeHeMyyUiwdcFQnUaIxaESPAuvEkktAvN4+MR36NUq0b7XlpvPkjvXed+UaqV70+sJ6RaheUvwlozp4XjbGUXFp3m+Szj729uRHveiE6q9Rxjis7yeHYaMZr9LGhpYRDHtqRSdK78xq9KoOiwqqvEvDEKak0LsAG4w70xjhKeU7YxSrYXP6oOb2udeFPrjE0YZS6jr3SOF5UtdJCKDO2vqN14T/PNbHuxlPKsso2xsvNdi4p1mV16NG9qnVktqjh7HUIgOEYIhOYjnkI+ykfZwwx/dW0j8C68SageLYpk2Umjm8J1HfYSotjPclcnVzHzdViCoe3ywpPEOogTCNNs/CXbWMTqhBLEfyPb13mOZaEtmZIwgJXB9rUDgsJKSR6+m/huR5BkDeW8vhm2V+e2ZWqjXY/cFft0hmD+qA7iabUXRbrRTUuR4B4ljQXKKlLId8t4ApGteguucVBfYKqcThBqLXt5N1kEcY86kCdtvSnUnZvCNUTSuEA+x/umtTwm7/TZz0ggEDSOgBII3jRz62xqCgYhDLybiYn7vEYofJTe0/A6ylLGFe3S6t1vfkQ7rNVSKgahc2ONGAOA6blHiNOMwuHV6BRK5PoNmSzFwkMtu/O2kopqM96uJAniOh0nZeROgiLKZ4NlYMRenZRTDRcI7k+MIPG5lsQ1tlFs1exdinrKuXxpWsHNcjqSD2XZ8SWKMPGy2s3QFieVcpXc8Ixc3ofEF3oHrrGNZouD68oZTFUO8YVpBd3JccnxBQKB99BogeCq+ACBIBDxBpFwsCCG308bMxPdkLQHs1T3TOFpUxA/hBldDq8tOEGkWrX6kFpWyPUFRtGwOjiGZSGxDR+gJCHtasX+5b0pzLKvLxASVUTqqB3Eph4HdFQJxu1sWGYPT2ZNO0w4N6vD+JfaBatudIkKljRmKLt4X1lLAnVnlhI0jd1E83uNVYQ75YModrm0fIsjhHGjOpxrrSN5yNafJ229eVHtzn/UzvxXTeEzNZEftLb8psWzQWvBbj2Sw3oYZ/Qgu1UtR5RXcV7FdB9LEysQCBpHowqluZOC9GghRgQBgTcUVPsovSfDW1UZ8i2Di7m4bTrfH+1U534fRrTjisKTlXVpw3SVyQXHeS+qA+g6D+ccMNxkypD4R3RqowOJ+x3SUa3BHPq9Oy07HqdV16PIcpVxIis6rXscITI+m6NbUumfXr+/qzekVFaReUvrzAqtFXNMW+goFRj6h8pn+VZaxiy1Fz/qbRFFsJzLu1onhstnK1+3l4q4WDrOj7p91infQmI30ezWo8tfNsKOV9AIRSUMG2HYGC6f4S/yHoKrVXE2SzoPKXsZLao4CwR+S0C5GAkE3kpzVxJkNFqH5BMXVEiYqQy5kbOgu3Lj2JRlXA24KXkXilT3cY6aQ/g11Bi4eEPBcUI1G5cUnaZ/qbHq64eR7ThqDql3PMmnNO77n407l9hok6URXLkoIXH2QFvSV/SkJM/+OGEt8+k4ZgetE06DVvvYvUEcVGc30UyyjeJDNdmuL1Ky8bJpC68qm4kSxdWcyjo9lm1atKFtunKARlnUfoaKTD5mThLCQSL4UEvh2lrSxA6Qs/nGtJxrpCME8mcmEPgjXruCIBAIGkZyeA6vDlhCy2CjK0qRzUSxaqLQZqbIZqZINVNkM5X/u9rrQpuFItXE0aIIBsRWZUFpG1rA4JbHWX2m7tnUDyLac3HRmcrXUZqNqflHuargpGG7Y0oQ8yLqDkwGaJGv8/dvVULOi4LBaSpWGSzV7P2SvDAOruhFq66ZtEw9YViQUMwq7fql849zuTwf05FsxWI4vreJgwpKUXhB68kyPZ7ZylZaSyWG/kvk4/SXzjFD7cPveisPjdLfkHhP68h/5I2VLV2kfEZLp1muuydjny+QTgRTbCMcpomtqOI8VjvFU2pvsqk7RbJAIPANmiQQwlNy3PKQFW5GAkHdKJLGzN4r7cQBQKjJRqjJRmxQiYM9G0ZsUP3+7wcsYawMbsHIknOVbdVrJFTwQ1g8pQ0ITL7h9ypxAGA+HwqhY3Sw0TWZU7s7kH8qhnb9DmAJNc6ujynOoldpHs+36MSKkFivFQY1WaPHcaVtDE8oO7hCNsZvxEslvGdax3w1iZe1bpSIOZ5ms0RP4KAeTmo1967pchrLVSEQqlNexbkrK/RWvKhsIbFGmtgJ8kn6Sud4Qu0rxJVA4Ac0ysWoMCPKZx6yAoEv0dQYhEmJe0mJyK1/wyZQZDOxukbwsiOCNJUUa1G92/0x7wh/yz5AkFZ78HN4sc6Ag45dFWrzvi/KiuTAst5kH7HP0R6rWXnl7G4mZWQ52NN7ycfMI2p//mIbQI5uX7zrJiWDr0wr6CVle2B0/oWOxHuqsf7BADmb/lLzr5nwlBzDnz9QUcV5YS1VnN8S1cEFAr+gSTEIQiQIBJ6nZVARd3Tc7rLjf3CwF1llofVud2v+UdqqxlWKdyITOSfbG7bXF5zg41Nb6F7qOM+/VQGtjjjc2qIKNJuJY1tTyVjfmWKr/Xnvkff7ZMrQn/U2XGkbzUrNXvwkS4V8ovzOvfI+TD6eecfT/Ki35bhuDGy/Sz7g9PP4i2AowsRTah/utQ0kS7fY9d+gHOZr0wp6CwErEPgsAbc+vehIF69ILSkQVNDU1YP7umwi1GScpXtgwwSOFkUQqlgJNVkJM1nLXY3Ovw41WQlVbOfbK15X21axoeoSS04msSCje71jaGctZmoNd6LNQZG8G5nIt2EJPHluP0NKcwz9SbZi3j+9lf9GJvLfyPaoUtU8RalF4oOxCrcuUzHVsHmtEmxsZWHoqbLKyskV2CQw6fC90ppvtfb8pP+GpVqAdS5mH5QH5ZwmhLvUwUzRD/N3eRch1d6XSdK5T9nPaOkUD6v9ySDcgyP1XazIzNNSeVzZVdk2Wj5NZzWP/TStCmtDBED1bXxx4m2pnsA2W4zDKs4dpELmK7/zttaJt7ROojq4QOBjeL1AEHEIAn+mqeJgQIsTjG992ND2w9FUNp9LqGUPF6Dr/D3nIEHVTG8b8FJ0R5AkTpuC+HNcTyYVnODPuYcI1qsZtsBdeUcYXnKOp1t04bC5aqViVTeZzJYS03+10bbaBOTXqaEs7BhKx1wbFx8uZtCpMoJVnRJFYn28hZ87hHAgysR05YBBHAC8o3bCt1OESizQklijtWSOsoXeco6ht5ecy1fScl7WuvOJloRvv1fP8IWWyN3yfmKkqgCY6coB/q72d8v5az7nfEUwVFRxvk47wqPKLkKr1U8xSTr3KvsZKZ3mEbWfELACgQ/RLEkvDHeBoOk0VRyYJJUHu20wtOWWWXhrfz9nDKvBjC3OYliJ0YXgs/C2HLRU5UTXJYmFEW24Ob4fuyz2xkGPsgI+PrWF6/KPI+lVQuNwnMQzk018OVhmbxuJzzqG8kXHUJAkDkSbeb1PJFMntmTyxS2ZOrElr/eJ5EC0mTZSMXfL+w3n2KZF84Vu7y/ti2QQzk3qcP6jdsZWo7haiKTxpLKTd5V1tBLF1RpNMSY+0lIMbZdIx2hPoUfG41vuSBIL9Q5cbRttlzYWoLecw1em5dwgZyDSoQoEvkGz1/x84+ZlxNNFqQSC5jA5aS9J4cb6Am+n9SPXWn9xMGcRrKk8lJNuaDsjW3g3yrEhftgcyp2t+vB2ZKJd6GKwrvFwzkH+fWYncbbSynarSeKHCxTmXG3i54us6I6Kq9Voe0wxuuBoOsxSe6H70Yy6DZk3tC5MUUeQrtsXqBohn+Fb03IukY452FtQF59oSRRWqyasSHCHfNCDI6rCF56zRwjjJnU4/1a7OBSwTys7eFtZTxxNz6wmEAjcg9OcAn3h5lUdIRIEnqSp11+r4EJuSzEGJu/OjeXHo6nOGFaDuTPvCAlqqaHtnzHJFMq1ey2qksx7UR24s1VfMkz2Rc6GlObw6cnNTCw87XD/+u4xo6RTTJCNtRc+1ZLYTXSd+/kqO/VorrWN4mM1ya4vWrLyqmkzLymbiRTF1RpMLhY+0zoY2q6WM2npJQatLzxnVWTe1DrXKmBHyaf51rSMC6UTHhidQCBoKE6NGvK11YRFR7oIoSBwO8255u7vupEQU5WPr6bDq7sHobkxALCDtYib8o2z0xuCovg1xD7TjiN2B0Vwc3w/Pg1vY9cXqduYfW4fs8/uIVK1OtjbMRZUZig7DW1ZuoV/af79+y7BxGytF3faBnNKt19Bulw+xrem5QyVzjjYW+CID7QUyqrNfgdJGrfK6XXs4V585RlbIWDnOxCwMZKVf5s28ryyhTAa/jsXCATuwyVWha/cwCoQIkHgLppzrQ1qeZwx8caMQd9ldmJfXmxzh9VwdJ1Hsg8YcgJZkXgppqOdu09dlMoKr8Skcm9cT04p9mkSJxafZcGpzQwpNsY41HZvmSYfsCvc9A+1O3nYH9sfWa234krbaH7U7EVXglTCf01reUzeSRC116AQlHOaEL7VjRW/b5APE+FFhqyvTMaVYOI5rRfTbYM5o9tXWL5aPsq3puVc4ISaEwKBwLm4bNrRV25gFYjVBIE3Y5FVHuxqDEzOKQvinQN93TqOC4vPMrDUWJjtk4i2ZJjrr5fgiPXBMUxJ6M/PofarD63UMv5zdid/r1FcreZ9pT2FdjnrN2kxfKe3a9KYfJVcLPxNHcBfbf3JdVBcbapyiC9MK+hOjvsH52P8V01FqxZLGy7ZzgfYNgx3Pft85Rm7Sm/FFbbR/KK1tutrKxXzgbKav8q7MQsBKxB4DS5PcxqekuMz6dpA1EkQuI7mCNAbknbTPsxYXOzN/f3It9rPyrmKUM3GgzUCk08qQbwX2bwMQfmymSdju7IiJJZHsg8QpRnDmCcXnGBwSQ5PtejC7qAIoPp9RWeGspOgaoHJNl1iltrbrwKTG8NPels22VrwvLKVYfJZQ19HqYBPTav4P60z72kdUUVueodkEM4vemsuqeYnP1VO50MthVKUOvYsx53puX3lGZtDEA+qA7hSO8oTyk7CparfuSzBNOUgF8knOKKHUoip/E83Vf27Aa+1AP3NCwSuwC11ECpulL5wEwMhEgTOpznioHVIAVNTjP71O7Jb8r9j9QcmK7rGgNJcYlUrhbJCoaRQdP7/hbKJIkmhWJIb5B50V+4RWqnGgNdXo1Mokes3mBrCr6FxbLVE8mR2GkNrpE/tcL642tzIRN4/X1wtPCWHwYeKGS0bg5rna0lNLm7lL5wihGnqEG7UM/ibvJvgagLKLOk8qOxjzPnc9EewDyQVwHtqRy6RqwRCS6mMa+RMFmhJDdpfiARHSHyrt2eDLZY5yhYukM8ZettLRbSv4SrYGIp1ueGCok6xoVCCgqgnIghk3FoozZeEQoVBJ4SCwNPc33UjQUrV0ruqS7y6Z1C9M+SSrjPn7B5Gl5yrczsVKJaUagKiXDhUFxSlksz1BcbA5DXBMfwW4tz4hzOmIP7csgeTCk7wgIPiatPzjjC8+BxPxXbhpBLEjKAdVPdKOK0H8R8/D0xuKDoS87XkyuJqPWWja1hfOZuvpeXM0brzudYBYQwZ2U00q7Q4RshVAd53yAf4XEts8MqLEAmOOU4ot6rDuF0/yJ/lvVgk59RGCJE0QiijZUXmrmZc0jZdYosewz+1bmzRWzhlfAKBL+GR9WVf8ZsEEcAsaD7NuYb6tzjJyFZHDW1fH+nMgfz6H1iXF56qVxwAKEC4rhKvlpFiK6ZnWT6DSnMYW5zFZUWnmVxwglvyjxlmE8qQ+Ed0aqMCkxuMJPFFRBtuiu/HTkuEXXd3a3lxtX+e3UXrGqlW56g9KMTe/z6QSSeCKeoI3lA7odaww0IllWeUHbylrPeaVJ7exLtaR8PrdlIxl0jHPTSa+vGl2D8Nic+SWnJbQl8ONDGGyZWYJJ2B8jk+Un7nAXkPZrT6dxII/Ai3riBUR6wmCAT1MzDWmCu8RFV4/0CfeveTdZ27czNcNCr4MLIdmWb7WgbO5Ig5lGmt+nBbXibT8o5gqpY5KVjX7IKl12qx/KTbZ/ERlBdX+4/WlRV6PHOULXSQjNWBR8un+U5axtNqH37V7QNJA5X1eizbtGj6yDmVbdOVA/xga0tDp6fduYpQgbc/X6t/HmmWcG6O70//0hza2UoI1VTCdLXa/22E6iqhukqYVv7/ir7qK4yuQpHgT8oBRspneNjWj3TsJy0EAn/EYwKhAl9aFhVCQeBuDhZEG14HKyop4Tlsz2lV537hmo2Wmn1axhzZRKimYqHpS/qHTSHMi2hf/4ZOQJUk3o9KZHVIDM9k7SPZVuxwOxsSr7bpAJnCTaYutukxXG0bxcPybm5QDhv6KnLTf62143m1JwViJQaQeFfryOvyxsqWzlI+o6XTLNfjG3wUT4gE8L7na22fgSpJbAiOYYPD3tpRdJ1Q3WYQFY6ERKimYs5RCJNshFHxp9Z4bcNUh6tTDymXL00reFnrznwtCeGSJ/B3PC4QwPtnO2pS3WVEiAWBK1l2MpE/ddpCfEhV4N4tKTv5++Zxde6Xp5jZYw6nm7Wgsm2fOYyb4/uBJGHWtRozdbbKh2rV/212D91TShD/jWxPqZMCkxvKHksEt8T3497cDKYU2Lt4zI9oyyFzmNcZRN5IMSae0Xrzmx7Pc8o24iSjm9bV8lEGS1k8qvZlg97SQ6P0HpbqCRzQw+koVf2WpstpLFcbLhDAsyKh4vyexBXvXZUk8iUz+XIDxGx0+f9q/xx0gtAqxcLF8nHul/dhriYagiWNJ5SdjJFO8bjalzPYFycUCPwFr8px5yu+k9UR9RME9dEcEWnTFRZkdDe0DYk7TueI+gsLzYs01gHoYi1k2PnsQFZJJlcxc9wUzAFLGNuColgd0oLFoXF8G57Agoi2vBfVgX9Fp/BCi048GduVh+J6MKdFR86Y3JdatTqlssKrMancU6O42mFTCO9XS7Xqi/cRT7BCj681N30bqZh5yhr+Ju/GEuC56XUk3lONsQgD5Gz6+1hxL0/9LrwtLqL2sUiUonCOIDIJ412tEzfYRnBAD7fbcoR8hu9My5joxfEoAkFz8SqBAN53M2koFUJBiAWBs/nhaEeyS41G+S0pu+rdb1lISzJMxjiB2/MyQXdOxhBPsSE4hhsSBvBKdApvRHXgj616U+zmFQ1/oSI3/SO2vuTrxgVlWYI7lYMsNK2kC7m1HCEw+Elvy3HdOFs8vUZxvobgDbP47syq5K3P8oaOazfRTLKN4kM12a4vWrLyL9MmXlC2EO5FVbYFAmfhdQKhguo/YE/fVBuLEAoCZ1Kqmfj8cDdD26j4I3QIq9to0ySJDyKNsQJ9y/LoV5rn9DG6mwLZxKcRbZkbmUhWtdWECrzVMPFOJL7T23OVbTTrNPu0tZ2lfD43rWSafAC5GbErvowVmbmase7IGPk0nWn8b8kbnmeuNN69WRhUp6HjLEXhBa0nd9oGc0q3dym6Sj7KN6blXOBjK0oCQX00SyC4+kZX8QP2hZuNI4RQEDiLrzM7k2+t8rOVJbgpuf5VhP+FxnFCMa4+3J6f6fTxeSO+et/wFMcJ5XZ1KC+q3SnTjY8Gi6TzV2UPHyiraUvTC1n5Ml9qiWTrRl/3aUrjVxHAO0QCOOc3Uv057Yu/uYaOebXeiitto/mfA5e8tlIxHyir+au8G3OAu+QJ/IdGCQSTJC78piDcjwTNpdBm4asa18+FrQ+REFxQyx7lqJLMRxHGWIShJdl0Lct3+hi9EV81WjyFjsQHWiqTbCPZo9tXo75APse3pmX0leqvr+FvFGPiYy3F0HapdIx2FNayh2/Q2N+IrwsCRzT0feRi4aE6XPKmKQf5zLSKjgTG/VXg3zRKILx71dd0jj1jaPOWmRBfQQgFQVP54nBXim1VvvYmWWdK8u569/suLJ6sGlk+bs8LjFWECvzFkHEXaURyvW0E76gd0Wp4FYVJKi8rmzEFYOGo+VoShXrVb1CR4A75YJOO5W3PTke/kZpiwJ9/Rw1/f1UueRs0+4KV3aQ8vjCtYKqcjhSgLnkC/6BRAqFji3N8fO1C7ui/EUWqejh4243OFxCrCoLGkmMN5vujnQxtf2h7gFhL3S4fpbLCJxFtDW3jirNItvr2zGdj8WfjxhVYUfin1o1b1GFk6sZKt22lYi6VjnloZJ4jFwufax0MbdfImcRSWssedeNtz85AEQN10dD3fZxQblOH8Q+1G2W6sSZCkKTxmLKL95W1xOO4dotA4O00OgbBrGjcP3gt/73qSxKjcirbve1G50sIkSBoKJ9mdMOqVf1sgxSNyUl7693vy/DW5EvGTD9T8446fXzeTiAaPc19z5v1WK6yjWaHFmVon64cCMgZ0nlaisEgDJI0bpHTm3w88ez0Phr6m9GQ+K/Wkcm2kaTp9hWWh8pn+da0PCDFtMD3aXKQcu+EU3x63adM7rE9IB8SzkaIBEFDOFMaxs/HjX7QV7XfT4S57hnMQtnE5xFtDG0XF52mta3E6WP0doRIaDxFmHhD62xo6ygVMFY61azj+iKnCeE73Zgd7EY5Q6S69DMa85vZRxSTbCOZp6bY9UVJVl4xbeYlZTMR4hoR+BCNEgiqZlxGCzHbeGzUCt647Dviw/LFTEgzESJB0BDmH+qBWm0GM9Rk49oGFGNbEN6WYqnqJ28CbskPvFUECByRUP19Nvc9L9fj2V9jlvQuOQ0CcILofTXVEJsRIdm4QT7c5OOJZ6d30hhXqzIU5mg9uN02hBMO0qFeLh/jG9MyBklnnTxKgcA1NEog3PvD5RzOibJrH9I+k4XXL+APnfdSkG7fL2g4QiQI6uNYUQRLTxr9oK/rsJcQpe7ZqVzFzNdhCYa2KwpOEquWOX2MvoC/i4Tagk6bio7EuzUqCveRcxgYgPnfMwhnkW5MdzlVTm9W1WkhEryXxvxu1upxXGUbzQ9aW7u+NlIJc5U1/F3eJdKhCryeRgmEXWcSuGHhDXy6o5ddX0RQGc+NX8zLF/0P8/EgB3sLGooQCYL6+Di9h+F1pLmMK9ql1bvf/Ih2WKnmP43OjfmB6x/r7yLBEc15z//T23BUN1bnvqsJFYX9gfc0o1iKk0q5Sm5edrCC9GghFLyUxvxu8rDwd7U/f7X1J89BOtQ7lHQWmlY2qdCeQOAuGh2DUGIzM2fVaP70/RWcKgiz6x+fks7C6z9heFxgpVF0NiLDkaAu0gtiWHnaWN9gSvJuLHLds1KnTUH8EBZvaLu24ASRauD6xvqjSKjvPTX1PavI/LeGYTxCPkN3mnY8X2aXHs1qraWh7U75IIoT0r9WCAUhFryLxmZ3+klvy5W2Max1UKG8i5TPQtNKbpcPijhOgVdiqn8Tx6w7msikz27kkREruKyL0f85NrSYF/sv58ejqfx77wCKVEuzBxqoLDrShYkN8C93Pjog1buVwHN8nN6Dka2qYghig0r4U+fN/N++Aah67dr/w4h2XFF4koqcRmG6yuSC47wX1aHWffyd8JScgDPGmvqev9Lac4+8j5ZSlWvadOUAf1EvcOLofIN3tE4Mk6t8yhOlIi6STvCTbu9e0lTq+478UeB6O9U/8/q+n5OEcIc6lKl6Og/Je7FUSxFvkTQeVnZzg5xBlh5EASYKK/50E0WG10rVv8/3F2IiD5uL3qUg0GmyQAAoKAviyaUXsiwjmRmjlhETYsyI8od2BxkQe5Lndw5ly7mEWo4iqA/3iASdtsGFXBBzmi4R2VhkjTJNZl9+DBuzW3GsJAwhGJrOxMR9Tl8R2p0bx6asBAbEnqxsu67DPnpFn+G5HcM5XOg4HuioOYRfQ+O4uKiq6OEt+Uc5aQrmh9BWIAXm9+wvIqGxVXEb+55LUfhAS+GvSlV63YnSCZIoIIPwRh3L11mnx7Jdi6a3nFPZNk05wE+2NrjrflnX9yfEg+up+Rk7+j4qKpSv1uJ4ybSFrpLRtShRKiJRqrueTW3k2Wy0atKeAkHdNDnNaXWWpHdk0mc3suxQsl1fQkgh/x64mPu7bMQiC6XbVFzpbiSjcUXrQ9yRvIceUVkEKRqSVJ5jv0dUFnck7+Hy1oeQA7ByqjNxhcibd7CnXVvXqHO8P/QnJiXurXXp+oMIY5rGUF3j6XP7eSlrD9EBGrQMvm9QNWX8TdnnUy2J/Gq+1bJUbhgHHpJdLEI3KY8R0platncvwk3J/dRVbC6NSCbbRthlwRIIvBGnCASAc8Wh/OXnS3lq6XgKysx2/ZOT9vL+0J/oGilSfDUV14gEnctaZ9A7qjwTiVJj0qvidZ+oLP7QOoNATGnozWzNTuC1PRdgq5GCOEhReaDbRl69YAmtgu0rJh+whPFTqP2809jiLD49uZkRxYGXmaYCXxcJTaGx77kAMwu0JEPb5dLRgKwau1hPIF03xuOVp38VCOwFgxWFl7Xu3KYO5ViNgH+BwJuQdF2v1+LLy8sjKiqKDi/ORg62z+9bk9bheTwzbgkD29pnR7FpEh+l9+SD9F51+kkLaseZM9Ftgwu4I3lPg7d//1A3jpcElhuBs3GF0OsSmcUTvX4nKdw+K0a+1cxreway6EQy1d0egjSVR7IPcnmR42JX34Ql8M/oZIrkZnki+iy+NvPqDGHTmPccSymLTYsJruZTPU9NYY7Wo469/JNrpCPMNm0ztE2xDWer3sJDI7InEIWvt6PoGl0yNFpRQphkI4xqf5Ja+e9QbHb9Fb+7vGIbrf62itzcXCIjIz38joxU2I7Dx8/EZKrfdnQmNlsJvy+Z6ZWfi6/gEoEAIKFzQ6/t/HnIaoJN9plV9uW24JntI8gsEl9cU3CWSLiydTo9orLsVg4coeqwMzeW707YV4sUNA5XiASLbONPnbdwXQfH18ZvJxN5Zfcgcq3G3/CYorM8np1GjGbvAnhMCebp2M5sCwrc+ia+IhScZQA25v0+Ke/gRiWj8nWhrjDBNoEcAisxhRmNRaYlJEhVcXhLtHjuUwd5cFT2CJHgPyi6RqiuYikoYtnN//ZKQ1gIBN/GZVP4OhILdvRhysIb2HXa3pWhS9Q5Xr1gCWGmwPV3bg7OMjC7RGQ3SBxAubtR14hsp5w30HFFPEKZZuLfewfy4IbxnCoOtesfm3CED4b/wJCWxpW9ZaEtuSFhAMuD7Wc726olvHN6O/flHMKsB2YMii8YVc4cY2OO9V8tFVu1qt5hkspN8iGnjcVXsCIzTzNOnIyXT9GRfA+NSODvqJJMvmzmtJsNb0Hg4HIfn4ycGG77+lreXD8Iq2o8XUJIIde03+/qIfgtzRcJOha5cUZf+fYiDsEZuCoz1aZzrblt9WX8ctw+aUBsUAn/GPAbf+u+1lB5+Zxi4W8tu/NsTCcKJcWwjwzcmn+Ueae2klpmH88QCHizSHDF2Bp6zGOE8pPextB2s3yI0ABMvbhQ60COboy/u9PLArd9ZTVMIBB4HrcEAdg0hXc2DeLWryaRnh1j6JuctIdgJfAeJs6ieSJBokxr3CVQvn1gpsF0Ba4SCQU2C8/tGM6TW0eSW2bv7nFl+wP8d9iP9Iyulm1FkvguPIGbEvqxxWK/JNvZWsiHp7Zwc95R5Po9E/0ObxYJrqCh7/c91ZjFJ1qycp182AUj8m6KMDFfM4ryP0jHaEPT0le6CiESBAJBQ3BrlPCes614fPFEQ1u0pZQr23nPKkL1m2f1apZN+XMXzREJ+/JjUBto66k67M2PqX9DQaNwZY2LZac6cOvvl7HmTBu7vnahBbw+aBF3ddqCSaqKEzpmCuFPrXrz76gkymqIQQs6D+Qe4s0z22ljK6l5SL+nsZVUXY2rx9KQ46cRyVLNWJ37djkdM3VX9fZHPtaSKK6WfMMs6dwmp3twRAKBQNA03J5GaN/ZOFZkGCu2TknejUX2/MOkwqiv+H9tuYwbezx3sOhIlyYJhY3ZrRoVg7AxW5RkcQWuFAlZZaE8vHksL+0aTJHNmJFIkXRuSdnF20N+Jjk8p7JdkyQ+imzPrfH9SDPbxzP0L83jk5ObubzgJAToaoInhYI7z9+Q87xboxZAvFTCFZJ9Fjt/J4cgFmrG59sk+TAxlHpoRI4RqwgCgX+Rm5uL1Wqtf8NG4JE8o+9vvsDwOjaohEvbetZXs+YNs+brmrmMHf15A40VCcdKwtiWE1uvjafrsDUnluMlYXVvKGgyrq2WLfH90U7cseYP7MiOs+vtHJnNe0N/4voOuw0F8Q5Ywrg1vh8fRLSzK5MXpqs8lZ3Gy2d3ExOgxdU88dv3xL2mvnNu1VuwXos1tE1TDiAHYLzSPC0Fa7XA7RBJ4+YADNwWCASuIT8/n/fff5+bbrqJ5ORkLBYLLVq0IDg4mOjoaEaOHMmTTz7Jxo0bm3UejwiE7adas+5oO0PbTcm7DW4Ovoi3ioa6kfjhRBLbcssf7jXdjSpeb8uN5ccTSYj4A9cyMXGfS4XCsaII7lt/IW/v74u1RvyJRda4r+tm/jVwMQnBBZXtVknm9ehk/tiqN8eUILtjji45x6cnNzMqwIurueP37ulVi7qouYqQJBUyQTrhwhF5JycI5Qe9raHtFvkQw7ykunIFYhVBIPAtjhw5wl133UWbNm2YPn06CxYsID8/n44dOzJ06FD69u1LTEwMa9euZfbs2QwePJgBAwYwf/78Jp3PY5XK3t1kXEVICClkYhvPzLLUdqP0xRtoU4xLDZnvTyTz/qFu7MyNpVSV0XUoVWV25sby/qFufH8iGc1zl0vA4UqRoCHz8aGe3LX2YtLz7esb9G1xmnnDf+TSNgepnrFqa1AUNyb055uweLt9WmhWXjm7m6ey9hPmoJ5CoOBKoeANEw51jWGVHsdu3RjcfpdygEDMevZ+jcDtCMnG+6a1PCbvJMiLYjN88RknEAQijz76KF27duXDDz9kwoQJzJ8/n/T0dM6ePcvu3btZtWoVmzZt4tChQ+Tl5bF8+XIef/xxcnNzueWWW7jgggvYsmVLo87pMYtv0/G2bDnR2tB2c/IuFMm9udbru0EGzg1U4nhJON+dSOGl/QN4bu8FvLR/AN+dSDlfOVmsHLgb17ocwYH8FkxfeykLDnVDq2HDhZmsPNZrDc/3XU60pSoYuUg2MbtFZ/7asjtZspmaXF50ik9ObqZ/SY5Lx+7tOFsoeIM4qKD2sUi8q3YytPSQcr1u5twdHCSCnzT7xABTlUN8YVpBd3LcPyiBQOCzvP322zz88MOcOHGCr7/+milTppCUlORw25CQEEaOHMmzzz7LgQMHWLx4MREREXz//feNOqcHp4Ql3quxitA+LJ+xCe5Lj9dQ499XRIJzDUohCLwBV4uEMk3hjf0DeGDDhZwoto8vGRl/lA+G/cDwuExD+4qQWG5I6M9vIbF2+7RRS3nzzA4eyEnHEqDF1SporlDwVlfF2sa0SG/NYd14Hd0le1ctAHfxlNqb37WWdu0dpQI+Na3iLjnNK2I0fOX5JhAEMhkZGcycOZOYmMZnkhw3bhy//fYbDzzwQKP286jPyOrMRHafNgZM3txuD5IbbpqNvSl6+03U1YakwHO447vdmh3Pbb//gR+Pptr1tQgq4cX+y3mkxxpClapg5BzFwsOx3XimRWcKHBRXuzn/GB+c2kLnsgICnaYY+t4oDKrjaHwaEu+rxmtosJxFHynwKrAXYma6OoRn1Z6U6MZHrVnS+Yuyl4+U32mH54sPevvzTSAIdKKi7N2BG8LBgwebfAwPO5VLvLtpoKEltcU5BurnXHrDauqxxU1U4CncIRKKVAsv7hrK41tGk11qH4x8WbuDzB32I72jT1c1ShI/hMVzY0J/NgfZF1fraC1i3qmt3JaXGZDF1WrSUKHg7eKgAkfj/EZvx2ndeP1Mk9PcNCLvQkfiEy2Za2yj2KnZP5z7y9l8Y1rOtdIRPB2rIZ5vAoF3M3PmzEZtf/DgQcaOHdvk83k86nR5RjJpWS0MbdMGbAR0jxUe8zXE6kFg4K7veeXp9kxdfTkrT7ez62sTWsh/Bi3isrZGg++EKZg/xfXmtahku+JqZnTuzc3gndPbaWsrdunYfYW6hIKviIMKao7XisI8zbiKMEE+RUfy3Tgq7+IQEUxRR/Cm2skuU1yYpPKcaRuvKxto4eF6CeI5KxB4L7NmzeL1119v0LaHDh1i7NixHDvW9Ho0HhcIOpJdXYRucWcYkWgfi+AMsdDcG6C4gQoCgZyyYB7fMpoXdg6xK64mS3BPl812roC6JDE/sh1T4/ux32wfz9CnLI//ntpGvM27ikZ5kppCwdfEQQU1x/2Z1oEc3RjEfqcSmLEIFdiQ+bfWlZvV4RzW7YsPjpdP8a1pGWOkkx4YXRXiGScQeCedO3fmwQcfrDdt6aFDhxgzZgxHjx5l9uzZTT6fxwUCwK8HO5KRE21omz5gA3UtuTZFLDjrxudNN1CxehA4NKVSdvOQ+OlYR25f/Qe7njJNcbB9OQctYdwa35e5Ee3tEjq20KyMDOB6CbXhrcHIjaH6+Isw8YmWZOj/g3SMNhS5d1BeyFa9BdfYRvO5lmjX11Iq403TBp5RthGK59IFe9MzTiAQlPPrr7/Stm1bbr/9dn744QeH22RkZDB27FgyMzN59tlnefTRR5t8Pq8QCJou89/NAwxtvRNOMbBtw5ZGGuKK5OwbnriBCgKFQS2P27V9frgbeh2ZrmySzBvRSfzgoGZChtl+9lTgH1QXCR9pyRRXC841Szq3ywcd7BV4FGHiabUPd9sGcla32PVPlo/wtWk5faVzHhhdOeIZJxB4F+3bt+fXX38lJiaGyZMns2LFCkP/4cOHGTt2LEeOHOGZZ55hxowZzTqfVwgEgP+ldeZYXoShbdqADU06Vk2x4KobnadvoGL1IHBw/+pBOTGWYu7qtNXQllEQxecZXevdN9layB8KTxvaNgRFsTGoadkYBL5BhUjIIYiFWgdD3yT5iMf97L2JZXoCV9rGsESzF9KJUhEfK7/zgLwXE55JF+zpZ5xAIDDSuXNnfv75ZywWC1deeWVl8bMjR44wbtw4Dh8+zFNPPcWTTz7Z7HM5VSBEpEuGv8Zg0xTmbjGuIgxqe4w7+m9EbkbxNFff4Dx1AxXiQOAO7u68hQiz1dD2yu6B2PTaXYwA0HUezj6IqZqboBWJOTEdQRI1NvydCpEwT0vBqld938GSxi3yIQ+Nyjs5RxD3qQN5wtaHwhq/K0WCPylpLFBWkeKhIG8hEgQC76Jfv358//33lJaWcskll/Drr78yduxYDh06xOOPP97obEe1Yap/k4bhSBBEpEvkpzQ8ddt3e7tx14ANtAqvygt9/+C1jO5wiA3H21FYZqGwzEyR1UJBmYUiq/n8/y0UWs0UllkotprrdH0QCHwNT60e9I4+zSVt041jOZ7E1uyEeve9qOgMF5TmGtrmR7TlsHAvChjCU3I4kR7N93o7rpGqCu3dKB/iPS2VQuwrcQcuEl/qiay3xfKisoX+srFuRE85ly+lFbysdecTLcntz7iC9Gifj5ERCPyJkSNH8sUXX3D11Vdz8cUXo+s6jz76KM8995zTzuEUgVDXakFFX0OEglVTeGfTQJ4YvczQ3jvhFL0TTjVoLJoORVYzRWVVoqHQaqGwzMLpwjC+39eV3Wfsl3Obg7tvnmL1IHDwlDhQJI2Huq83tBVYzbyxr3+9+4ZpNh7MMQqLE0oQ70faB2UK/JvwlBzeT0/lKikT+fxjIlKycYN8mPe1jp4dnBeSSRi3qMOZph/gPnkfZqnquRksaTyh7GSsdJLH1b6cJsStYxMiQSDwLOvXG5/JLVu25J577uFf//oXEydO5KqrrrLbBmDQoEFNOl+zBEJj3Igauprw5e4etAor5M7+G1HkxheOkSUIt1gJt1gd9k/uuYOPtvXjjfWDKVOdtoAibp4Cv2JS4l5SI3IMbe8f6ENWWf0rAH/MPUxLzfj7ezU6hRK5HrckgV9yOkVlyeEELqyWvvPP8j5sSHyopYgV3xpoSLyjdWKVFscc0xY6SsZK5MPls3wrLecZtTc/623cOjbxnBP4K8eOHWPhwoX89NNP7N27l5MnT9KiRQuGDx/Oww8/zODBgw3bz5w5k2eeecbhsYKCgigpKXHY98knn/Daa6+xa9cuLBYLQ4cOZdasWVxwwQUOt6/OkCFDkGpx0f3111/59ddfHfapas18gg2jyRZyY2MMKvapXyRIvLlhMKszE5k1bjGJUbn1bN84ZAlu7buF4YmHeWLJhew7G+fU47sasXoQOHhq9aBlUBF3dNxuaEvLi+HrzM717tuprIDJBcasR6uCY1gWEuvUMQp8i48TErjwdJVAsEgajyq7GSud4jG1LycQrmc12U00k2yjeEjew1TFGLcRLVn5p2kTY7WTPKf2It+N7lpCJAj8kf/85z/MmTOH1NRULrzwQlq1akVaWhrffPMN33zzDQsWLGDy5Ml2+916660kJSUZ2kwmx6b1888/z4wZM0hMTORPf/oTBQUFfPrppwwfPpxffvmFMWPG1DnGqVOn1ioQXIGk63q90/R5eXlERUXR4cXZyMHBTRIH1WloXEKIqYxLOu2ne6vThJmthJrLCLeU/z/MUkbY+X8Hm5qmjqyqzNsbBzFvS39U3Tnx2q68cQpxEFh4SiDM7L2S8a2NhQrvXncRO3PqFtOSrvPu6e30KcurbCtF4vrWAzhmcq87hMD7eCZrH5cWnbZrz9dNPKv24nu9LYjVBIcMk87wvLKVeMl+VvKEHsxjaj/W6S3dOiYhErwDtaiU3Te8RG5uLpGRkZ4ejoEK23H4+JmYTMFuPbfNVsLvS2Y2+HP56quviIuLY+TIkYb2lStXMn78eCIiIjh+/DhBQUFA1QrCb7/9Vq9hD5CWlkb37t1JSUlh/fr1REWVZ/PbtWsXgwYNonXr1uzdu7dWceEJGj2S5oqDimM0RCQU2yx8tacnX+2pezuTrBJqtpaLBnO5cAirEBFmK6GWMlqH5zO55w4sSlVGJLOicd/gtYxKOsSTSyZwJDemuW9NIHAKnhIHA1qcsBMHPxxNrVccAFxWeMogDgDmRbYX4kAAwHMtOpGlmLkp71hlPAJAhGTjJdMWxmkneUbtTQ72dQECndV6HFfaRvOUsoNLZeMKXWuphHmmNcxVU3hN60oZ7nHlEysJAn/immuucdg+cuRIxo4dy6JFi9ixY0eDXIEcMXfuXGw2GzNmzKgUBwA9evRg6tSpvPXWWyxdupSJEyc26fiuoFECIfyQBEHOOXFjMxzVhU1TyCtVyCutW6F+s7c7z437la5xZw3tveNP8el1n/HammEs3NVL+MQKPIqnxIFZUvlLN2PtkTyrhbf396t330jVyv25RjeITFMwH0a2d+oYBb6LVZL5d3QKq4JbMPPcflqrxnoIF8sn6C+dY4bal1V6Kw+N0nvJxcJf1f4s1eJ5StlBpGSstHy7kk5PKYc71aFY3VTiSIgEQSBgNpe78Dma3V+5ciXr169HURS6du3KhAkTKlcZqrNs2TIAhwLgoosu4q233mL58uVeJRA8WiitKfUSmsPBc7Hc8tV1vLvpAlTNeN4Qs43HRq3g/y77jlZhBbUcoX5clTNauBcJXM31SXvoEG5cAXh7f19yrPUvDd+Tm0GMZjRYXo5OpUzymlqMAi9hc3A0UxL682OovQhoJZXyrmkdT8o7CMbmYO9AR+JHvR1X2sawRrN3KRoon6OPlO1gP9ch6iQI/JkjR46wePFiEhIS6NWrl13/U089xSOPPMLf/vY3LrvsMpKTkx0GC6elpREeHk5Cgn2a8E6dOlVuUxuXXXYZmzZtatJ7KC4u5uWXX+bNN99s1H5e8fR2p0iwaQpvrB/C7d9cy+Ec+4quQ9tn8sX1n3BJp32Ac1Y4BIKG4qnVg/jgAm5N3WFo250byw9H609F2b00n6sLTxralobEsjqkhVPH6IiJifvs/gTeT6FsYmZsFx6J7UqObh9ge6OSwVemFfRys7HrK5wkhDvVIWzV7N1iz+hOWuZvBEIkCLyVvLw8w19pacMruVutVm655RZKS0t56aWXUJQq972+ffvywQcfkJGRQXFxMWlpaTz77LPk5ORwxRVXsG3bNsOxcnNzDa5F1amIkcjNrT0pT2ZmJoMGDWL8+PHMmzePvLy8WretYOPGjTz44IN06NCBp556ipYtGxen5DXREM50OWoIO04lcMPCG3hgyGpu6GU0jCKCynh+wq+MS05n9oox5JQIH2qBf/PnrpsIVqqC/TUdXt09CK2eOQRZ13kk+4Bhq2JJ5tXoVJeMsyECYGLiPo8JLUHjWBoax7a2UTx1bj/DSoxiIFkq5BPld97UOvGO1gmbd8xneQ39pHP0rVFQ7UetDYcJ98h4hLuRoDZyOlpQgtwbW6SWarAE2rc3urk+/fTTDao0rGkad9xxBytWrGD69Onccssthv6rrrrK8Lpjx4488cQTxMfHc9ddd/Hcc8+xcOHC5r6NSrZu3crcuXOZNWsWd9xxB9OmTaNr167079+f+Ph4YmJiKC4u5ty5c6SlpbFx40Zyc3ORZZnJkycze/Zsu2xL9eE1AgHcLxJKbGbmrBrNsoxknhm7hPhqFZwBJqQepG/rE8xaNpaVh5PdNi5BYOIpo3ZIy2OMis80tH2b2Zl9efWnJr268ATdrUaXvPciEzllct4sZlNWBSr2EULB+8lSLDzQsgfXFp7ggXOHCJGqEkmYJJ37lf2Mkk7zqNqPDA8Zv96GCY2nFePEVoFuYo7aw0MjOj8GIRIahKN7mrhXuYbMzExDFiNH8QE10XWd6dOn8/HHH3PzzTfz1ltvNfh8t956K/fccw+///67oT0qKqrWFYKK1YDaVhgAJEnijjvu4LbbbuPHH39k3rx5LF++nI8//thuW1mW6d27N1dddRXTpk2jTZum1UvxKoEA7hcJAOuOJnLdZ1N4eMRKLuti/OG2DC3i35f+yNd7uvPK7yMotNavgsVNUuArWGQbD9YITM4uDeKdtD717hujlnFPjjHjUbophE8i2jZrTM50ExKrCT6CJPFleBs2BkXz1PGD9JZzDN195By+kpbzktaDT7UOBHo61JvkQ3SW8g1t/9a6cAb3ppJ0hHj+Oaa++1pD73viftY4IiMjG5X+VdM0pk2bxty5c5kyZQrz5s1Dlhu+emmxWIiIiKCoqMjQ3qlTJ9asWcPJkyft4hAqYg8qYhHqQpZlLr/8ci6//HIA9uzZw9GjR8nKyiIkJIS4uDh69OhRp9hoKF4nEMAzIiG/LJgnl17I8oxkHh+1jJgQY77pq7vtZlDbTJ5eOoFNJ5pnADUW4Vft/3jqpn9z8i7ahhpXAN7c358CW/2zLPfnZBCpGwNJX4rpiK0ZgcmuuNbFaoLvcNgcyl2JPbg9L5M7czMxSVXPgRCpfNZ8rHSKJ9Q+XmEMe4J4irlfNv5O9uiRfKIleWZADhAioQpn39NqHq+0wMpup54hcKkuDq6//no++ugjQ9xBQ0hLSyM7O5s+fYyTbKNHj2bNmjUsWrSIqVOnGvp++eWXym0aS7du3ejWrVuj92sIXuvU6e4MRxUsTu/IdZ9NYXlGkl1f28h83rnya/4ydBUWRWTYEDgHTxmu7ULzuClll6Fte3YcPx9PqXffPqW5XF50ytD2c2gcm4KjnTlEpyKEtm+gSjLvRXXgzvg+ZOhhdv2j5NN8Z1rGhdJxB3v7P48ouwiTjMVBZ6m9UL3scR7ogcsiaYJvoWkad955J3PnzuW6667j448/rlUc5Ofns337drv27Oxs7rzzTgCmTJli6Lv99tsxmUzMnj3b4Gq0a9cuPvzwQ1JTUxk3bpwT31Hz8coVhOp4YjUhqziMB//3B67suoe/D19JmMVa2SdLMLXvVoYnHuGJJRPYe9Zxvm4xgyLwbnQe7LYBi1zl723TJF7ZPajeOiDK+cDk6hRICq9F1y8s6sIdD1OxmuA77A6K4JZ2fbj7yHFuVDIMfdGSlX+bNvGNdorZak8KsM+E5I8Mk05ziXzC0LZQS2Sr7vqMYU1BPAcFvsKsWbOYN28e4eHhdO7cmeeee85um6uuuoq+ffuSlZVFnz59uOCCC+jVqxetWrXi2LFj/O9//yMrK4sLL7yQv/zlL4Z9O3fuzMyZM3niiSfo3bs3kyZNorCwkAULFmC1Wnn33Xe9qooy+IBAAM+IBJD4dm93Nhxrx6xxixnQxjhbldriHB9e8wXvbhrIfzcPQNW9a/ZG4Bt4ylAdHZ/J4JZGQ+OLI11JL6i/mvjkguN0shr9K9+O6kCW4jsVcEVsgm9QIiv8M6k9a4vDePLMAeIkY4rCq+SjDJKyeFTtywa9cSn8fA0LKk8pOw1t2bqZV1XXuBc4i0AVCYuOdBErCD5ERkYGAAUFBcyePdvhNklJSfTt25cWLVpw7733snbtWr7//ntycnIICwujV69e3HzzzUybNs3h6sOMGTNISkritdde480338RisTBs2DBmzZrFwIEDXfn2moSk63q9lndeXh5RUVH0+OPzKEGe8/t0v0goR0Lnpt5buW/wWoJMql3/jlPxPLl0AodzjMaVs26K4ibjv3jCSA1RrHw0/HviQ6qM/DMlIdy06gqK1bpnYuNspSw8uYkwvep3sN8cxtT4fqhS010CPXWNC5HgO0SpVv5+9DAX1ZhBh/K0vPO0FP6ldaWMxvkM+wp3y/v5s2L8nTxh68OXeqKHRtQ4AlEkuOO+Vlpg5fURX5Obm9uoYFx34EnbUS0tYdfbj3vl5+Ir+NS0t6fiEnQkPt7ejxu/mMyeM3F2/b3iT7Fg0mfc0HMbkpOLqwlxIHA2t6buMIgDgNf3DahXHAA8mJNuEAcAc2I6NksceBLx+/IdchUzTySm8lSLzuTrxsVvWYI7lHQWmlZypZTJOOkkg6Wz9JBySKKAOEoIxeb0+7O7aE8hf5SNVVa3aDF8pbevZQ/vIxBjEsQEhMCX8QkXo5p4xuUI0rNjmfrVJKYP2Mgd/Tdikqtl2DDbeGTkSsYkH+LppeM5VRgRsEurgobhiYdHUlgO13fYY2jbcDaBpSc71LvvwJJsJhafNbR9GxbP9qDmzc4II13QYCSJ/4XFszkoiiePpTNYzjJ0d5byedG0tdbdNR2KUSjERCEmCnRT5b8LMVFU7XUBJgpr9Nd8bXXLHJvODGUnQdXqQ6g6PKP2qjdeyNsQz0SBwHfwSYEAVK4kuFso2DSFNzcMZsXhJJ4b/ytJ0TmG/sHtjrLw+gXMWTWKH/eL2QOBN6HzUPf1BmFr1WT+uWcg9eWVN+saD2cfNLTlyiZej0pq1oi8QRyIeATf45QpmPsTu3HN4XM8JO/FUs14rgtZgjBUwlCB0maXUyjTZQprERxFDgRFTUFSvb8YxaHBP0E6yWj5tKHtYy2ZfTQ/z7knCDSRIGIRBL6KzwqECjwlFHadjmfKwuu5f/AabuxtTHcVEVTGc+MXMzY5ndnLx2JtU1rLUQQC93Fh6wz6tTAaGgsOdSezqH5D46b8oyTZig1t/xeVRI4PBSYL/AtdkvgyKZatZX15+uQBukl5bh+DRdKwoBHD+Ux3zRAcFasbBZjLRcd58VCzINppPYj/aL4taCvcjQJJKAgEruDrr79mwYIF7N27l6KiIg4cKM8wuHfvXr777jtuuukm2rZtWu0unxcIFXhCKJTYzPzj91GsyEhm5rglJIQbC06NT0mnb8IJnl0+juUZyU26GVbMbIoZCEFzCDOVcW+XTYa2E8VhfJjes959W9tKuDMv09C20xLBt2EJtezRMLzpmharCL7LQUsYd7bvxRWHsxkrnSJKshKGrfIvqIGrC57GuLpBrWLjRbUHhX6S1jVQhIJYRRA4G03TmDJlCl988QUAISEhFBdXTeLFxMQwY8YMVFXlsccea9I5/EYgVOAJobDuWHuu+2wKD49YweVdjDeB2NBiXrvkR77Z042Xfx+J1L6olqPUTXXjRdxofB93G6N3dtxGbJCxOvi/91xAqVb/LeChnHSC9SojSwPmxKSi+WhgssD/sEoyXybF8iWxdsGwJjSDYAiTbHavw2u8DsV23li3ES5ZK/8dig3Zg5f9aq0l/9PbeG4ALiLQ3I4Egubyz3/+k4ULF/KnP/2JF198kVdffZVnn322sj8+Pp6RI0fy448/CoFQE3cHMheUBfHU0gtZdiiFJ0b/RkyI0Ri7qtseBrU9ylNLJ7AvxL46aGMQqwqCxtAp4hzXJO43tP1+ui2rzrSrd98RxVmMKTYGgn4Z3pq9lohmjckbr12xiuAfVDc0C9KjsSGTi4VczrvD1XwsNOIxIaETcl4s1CY2Kv4dbhAbFf0q4VSscKgNjp0AyNHNPKv2otmBE16Kv68miFUEgTOZN28eF1xwAW+88QYAkoMJu44dO/Ljjz82+Rx+KxDAM6sJSw+lsvVka54as5TRSRmGvjaR+bxz5dfM39aX19cPwdKhwPFBGogQCoL6kM4HJitS1W+gVFX41976A5ODNJW/Zacb2s7JZt6Mqj/jUV2I61XgLmoam81NtakjUXQ+APlMeUPNDRqF+fzqRoWICK9FcJQhs1hrzRGaN7nkC/i7UBAInMGBAwe4995769wmNjaWrKysOrepC78WCBW4WyicKw7lwf/9gSu67OHvI1YSbrFW9skS3NJ3K8MSj/DEkgkcjWx+kKdwPxLUxqVtD9Iz2pia9KP0HpwoDq9339vyM2mrGlfC/hWdTL7sH/7PgsDD2YKhuViRycFCjhNWN/wNIRQEgtoJCQkhL6/uxAyHDx8mOjq6yefwqUJpzcW9hdYkvtvXncmfT2HjMXuf0dQW5/jwmi+4ITqN4kPOq/K36EgX4Sbh5bjr+4k0l/KnzlsMbZmFESzI6FHvvu2txUzNO2po2xwUyU+hrZo1Jm8XsN4+PoFzCU/JMfwJvA9PizhnIp7NAmfRr18/fvnlF0pLHWfJPHfuHD///DNDhgxp8jkCYgWhJu5cUTiRH8ld313NTb23ct/gtQSZqqrQmhWNewevY1RSBk8unUBWC+eJF0+uKjT1JiiMM+fyx05biLYYbx6v7RlImabUvaOu8/ecA1iqTV/agJeiO4IITBb4MTXjFwTegQhiFgiM/PnPf+bqq69m0qRJvPXWW4a+gwcPcscdd5Cbm8uf//znJp8jIAVCBe4SCjoSH2/vx+rMRJ4dv5jucWcM/b3iT7Fg0mf8a+0wfipq7/TqmM2NVXDXrEfN8/ijYHDXZ9k96iyXtTtgaPvtZCLrs+rPgDKu+CxDS3IMbZ+Ft+WgpXn+z77yfYpg5ebhL59fXQapEA/uxZ/EgQhWFjiDK6+8kkcffZQXX3yRxMREwsLKn8+tWrUiKysLXdd58sknGTduXJPPEdACoQJ3ZTxKz47l1q8mMX3ARu7ov9FQ0TbEbOPRkSsYk9memb+NozBereNITaO6UPCFB7i/CQZ3feYyGn/tvs6QjrHIZuL1fQPq3TdUs/FQjjEw+bRi4Z2oxCaPx9e/N0HDqfiuHX3nvnDPaSgNNViFkGge/iQMBAJn8/zzzzN27Fhef/111q1bR0lJCZqmcfHFF/PnP/+Ziy66qFnHFwLhPO5aTbBpCm9uGMzKwx14dvxikqJzDP1D2mey8PoFvLhyNCvUVrgipZ2vPqgdjVsYn/ZclZhG58hsQ9u8g704XVL/CsC0vCPEq2WGtteiUyiSm3ar8NXvx1dEtDdR33ddW78/f85NNXADXVgIYSAQ1M2RI0ewWCxceOGFXHjhhS45hxAINXCXUNh5OoEpC6/nz4PXMKX3duMYgsqYPeFXFh9MZfaKMdjaOA5CEfjOKoO7jKAYSzHTOm41tB0qiGLh4a717ptaVsiU/OOGtnVB0fwa0tKZQxT4Ic353fn7akNTCNQVCiEMBIKGkZyczG233cb777/vsnMIgVAL7hAKJTYzL/0+iuUZycwct4SEcGNdhAmpB+nb+gTPLhvLZiXGZePwJ7xxlcGdxs49nTcTYbYa2l7dPQibXn9g8sM5BzBVC0wuQ+KlmNRmBSb7sr+tWEXwHNWvGfEd1I63pW1tDIEqBnz1fijwLlq0aEGLFi1ceg4hEOrBHUJh3bH2XPfZFB4ZsYLLuhhvHi1Di/jXpT/y9Z7uvHWsJ0Vq8+smBBq+ssrQXPrGnOLitocMbb8cT2Zrdny9+15SdJr+pcacyh9FtuOIOdSpYxT4H67+PQmx0HC8TTAEqggQCFzNyJEjWbt2rUvPIQRCA3F1IHNBWRBPLr2QZRnJzBi1jJgQY4Gqq7vtZlDbTJ5aOoH9If5fTdOVuHOVwV0GjSJpPNR9vaGtwGrmjX396903XLPxQI5RWBxTgpgb0d6pY/RFKq4LYZg6xt1iW3wfjcPVgkEIgMbhr5NTAvfzwgsvMGTIEJ555hlmzJiByeR8c14IhEbgjtWEJekd2XqiNU+O+Y3RSRmGvraR+bx75dd8vK0vH5zpVn8+e0GDacwqgzcaJ5M77CE5PNfQ9u6BvpwrC6l337tzM4jVjG5Jr8SkUiqL66sC4W5kjyeNHSEUmkZDBYMw/AUC72bOnDn07NmTWbNm8c4779CnTx/i4+ORargES5LU5DiFRgmEgmSdqOP1b+fvuHo1Ias4jAf/9weu6rqHvw1fSZilyniTJZjadyvDzh3hySUTOBopXI5cgS8ZHnFBhdyWusPQtj8vhm+OdKp3365l+VxbcMLQtjy4BStDYp06Rn9AiIQqvGUmVLgfNQ8hBNyHt/xmBP7BvHnzKv994sQJTpw44XA7twkEQRWur50g8c3e7qw/1o5Z4xYzoI1RmXVscY4Pr/mCdzYOZO6WAYQk59VyHIG/c3/XTYSabIa2V3YPQkOucz9J13kk+yDV1wlKJJlXYlKdOj5fDlSuiRAJ3mvoiFUFgUAQKBw6dKj+jZqJEAjNwB0F1o7nRzL926u5uc9W7hu8BouiVfaZFY17B69jVFIGTyyZwJHcGDEjFGAMij3O2IQjhrbvMjuyOzeu3n2vKjxJz7J8Q9v7ke05YQp26hj9jUAWCd4qDqojVhUE3oYv/G4EvkWHDh1cfo66pxgFXoGOxEfb+jFl4fXsOWNv+PWKP8Wn133G5B7bKUyP8njmCoF7sMgqD3bbYGjLKQvi7bR+9e4brZZxb26Goe2wKYT5Ee2cOUS/JRAf+L74nicm7vPJcQsEAoGnESsIzcQdqwgVpGfHMvWrSdw1YAN39N+EIledN8Rs47FRKxiTfIiZv43n9HmRIFYU/JcpSbtoH2ZcAXh7f1/yrEH17ntfbgZRmtEt6aWYVKySmDNoKIG0kuDrRrZYVRB4Cl//7Qi8kw8//LDB206dOrVJ5xACwQm4UyTYNIU3Ngxh5ZEknh33Kx2ijZlrhrbPZOH1C3hh5Sh+TutcuZoghIJ/0Tokn1tSdhnadua05MdjHevdt3dpLlcWnjK0LQppyfpg1xXj86c4hOoEgkjwt+9NiAWBu/C3347Ae7jtttvsMhbVRNd1JEkSAsHTuFMkAOw4lcANC2/ggSGruaGXMYNNZFApL0z4lbFJh3h+xWhyS0OEUPArdB7supEgRa1sUXWJV3YPQqfuG4ZyPjC5OgWSwj9jUlwy0kAgEESCv1LTgBPfo0Ag8AXmzp3rsD03N5fNmzfzySefcMUVV3D55Zc3+RxCIDgRd4uEEpuZOatGszwjmZljlxAfXmjon9jxAP1aH2fWsnGsOpIEIISCHzAi7ijDWh0ztH11pDMH8usvu35dwXE6W43XyTtRHTir1O+WJKgdfxUJgTYDKlYXBM4i0H47Avdy66231tn/xz/+kfHjx3P33Xc3+RzC4djJVBRTcydrjyZy3WdT+Gl/Z7u+uLAi/vOHH5gx6jdCTGWV7QXp0SKY2QcJVmw80G2joS2rNJj3D/Spd99YtYw/5h42tKWZQ/k8vI1Txxio+JtB4G/vp7FUBDiLQGdBYxHXi8DTDB06lMsvv5ynnnqqyccQAsEFeEIk5JcFM2PJRB5edBE5JfazwZN67OKzyZ/SN8FYT0EIBd9iasoOEkKMKwD/t28Ahbb6C+Y9mJNOuK4a2ubEdEStx49R0HD+v737jo+iTNwA/szsZtM2lZLQkhAgCAgCSicEULDceaA0EWkCd3r68xTbKR0BBfXkzlM5UYOAgl3soNJBsQBKkRJCCC0B0usmuzO/P8JudrJJdrO9PN/PZz9k35mdd7IJ8D77Nn9pGPjL9+FMrgwMfL/9B3+W5C0SExPx22+/2f16DjHyM9+e6oQDF1tj/tCtSE1UflrcLqoYb47+GG8f6I3Xfu6Haql2iyxHhx7ZEjI4rMkxCeFFuCvpD0XZ/vw4fHsxyepr+1QW4Jbyy4qyz8Pi8FtwlDNvsVH+OlG5Ll/fsCsQfkbO4OqQ4Ku/P0TkebIsY+fOnQgNDbX7GgwILuLu+QjmrpSH46Gv/ow7uxzBo4P2ICyo2nRMFIDpvfdjUOIZzPt+BE7kNVe8tr6g4KweBoYIR8iY3eVnBIm1G+XpJQEvHe0DWJmYrJYlPFFnYnKxoMbL0UkuuM+GBVrD0xfnJQTaz8ibMTD4Fv7dIXfauXNnveV6vR7nz5/H2rVr8fPPP2Py5Ml218GA4EKeDAmAgI//uBY/nW+HxcO/Q69WFxVHU5rlYf2Y9/Haz/3w9sFekGTlaDNPDTuyVm+gBogb47NwfbMcRdnGrK7IKou2+tp7Ss4jSV+hKHslOgkFKuvDksgxvtSbwAaOd+MEau/EvzfkCUOHDm10mVNZljFgwAD861//srsOBgQX82xIAM4VR2Hmpjsw5boD+HvffQhS1X4CHaSS8FD/HzAk8TTmbR2Bc8XuG25ir/oChL+HhnB1Ff7vml8VZbkVYXg7s7vV18brKzGjOFtRdjRIi0/D4516j9YE+n+ivhQUyPuxd8GzAv3fM/K8+fPn1xsQRFFETEwMbrjhBvTv39+hOhgQ3MDTIUGSRaw5eD32ZCdiyY3fIqV5nuJ4z1Y5eG/8Rry4ZxA+/qMbrA1Z8Tb+Hhru7fg7mgVXKsr+fewGVBqs//V9tDATIXJtKJQAPBfbEZIbJybzP9Na3hoU+DPybQwMRIFl4cKFLq+Dqxi5iSdWNqrrZH5z3PPReKTv7w2pTl4JC6rGvKHb8fJtX6B5WFn9F/AhxtWZzB++qENEAcbU+c//h8utsetSO6uvHVyRh6EVyjD4cXgr/KGJcOo9NoYNz/p50/KZ3nAP5Fze9Pvlb/iekjdYu3Ytfv/990bPOXz4MNauXWt3HQwIbuQNIaFaUuE/+wZixqd34mxRpMXxwYln8MGEdzGiw0kP3J1r1RcavDk4CJDxaJefoBJq05zOIGLlH9YnJgdLBjxWkKkoyxeD8Gp0oitutV78j9Q2nmzM8Wfk/xgUiPzPtGnT8OmnnzZ6zpdffonp06fbXQeHGLmZp4cbGR3MaY0J79+F2QP3YGy3I4pj0SE6rBi5GV+fzMSzO9NQUhXiobt0j8ZCgieHKt3a5hS6xyiXJl1/+lpcqLDeAzCt5CzaGJTDkv4T3R4lYpBT77EhbJDYx50TUfkzCizeOrzNl/DvDPkSg8EAUbS/H6BJAUF7WgAs9+AiH1Wh12DpzmHYkdUe84duRYvwcsXxWzudRO9WF7Bw24348VyCh+7Sszy1qlJkkA73pxxQlJ0r1+Ld092svjahuhxTis8pyvYHR+LLsJZOvceG8D9R53BkXDl/BtQQroZkH/6dIl9z4MABxMbG2v169iB4gLf0Ihjtzk7CuPcm4ukhOzCyY4biWJy2DK/d/hneO9wdHx/thtIqDcqrg1BWpVFstBaoHN1griF/7XQA0RqdomzlH31QZe09l2U8XnAKGtT+fukBrIjuCHDHZJ/GBgo5G3sViHzH8OHDFc/XrFmD7du3W5xnMBhw7tw5ZGVlYfz48XbXx4DgId4WEop0oXjy25uxLas9nkrdichgZeN0wrWHMOHaQ4qyKoOIMrPAUFZd83VNiNCgrCoIZVf/rHmuQVl1EMqrNCit1qDcdFwDnUEFX1s9yZx5T4OjYaFr1BXc3lYZ1LbntsO+K22svvbGiivor1PWvzGiDU5pwh26J1uxEUvkexgUGsd/18gbmIcBQRCQlZWFrKwsi/NEUURsbCzGjRuHlStX2l0fAwKZEfDNyc7Yf6ENFg77HgPanW30bI1Kgia0EjGhlY2eZwu9JNQJEWZBwyyA1A0kNeGjNmiUVQWhQh8ET4YNR3oVREiY3eUniGa3X65X4+VjN1h9bZikx+xC5cTkXJUGqyMDc3gYETUNhx9ZYjggbyFJtUuWi6KIhQsXYv78+S6rjwHBg7ytF8HoUpkWf//iLxjX7TAeGbAHoUF6l9epFmVEBussei7sIcmoDRJ1QkVtD4flMVM4Mev9KK8Osthl2lb2BIVR7U6ic1S+ouztU91xqdJ6D8Cs4my0NFQpyl6KTka56J6/5vyPlMh/sFeByHtt27YNSUlJLq2DAcHDvDUkAAI+ONId+861xf/1+xH92p5FuKZK8cm2txIFICK4ChHBVQAc39OholrdcKgwH0JlFjRqzw1C2eXa4VQhSSUN1hOjqcCsTgcVZadLo/D+mWus3mOHqjLcVXJeUfZDSDS+D21u1/dMRAQ4HhQa+uDAF4IHP/Qgb5WWlubyOhgQqFHZRTF4fMutAGrW5Q9RVyNcU42woCpoNVUIC6p5Hh5UhXDjc/OvNVVXnxtfU/NnWFA1glSSldq9Q2iQ3mm9KDq9ChWSGuX6IJTpg1BuqPm6XB+EG1udsTj/X0f7QC9bn5j8RGGG4i9zFQQ8z4nJROQkzm4se3sPBcMB+YJz585h27ZtuHDhAnQ6yxEYgiBg3rx5dl2bAcELeG8vgpIMARV6DSr0GgCOTnqVEawyIExThXCzIBEWVH01eNSECvPy8KvnhmmqoA2qQphZMNH4SNgIVhsQDIPFCkX12XIhCQcL4q2e96fyS+itK1aUrYtsi7NBoXbfZ1PxP1MisgfnPRDZ5/HHH8e///1vGAwGU5ksyxCufjBo/JoBwcf5SkhwHgE6gxq6CjUKKhy/mlo0mHoqwq+GB1PQaCBU1IaR2teEB1W5Zc6FNSXVQXjl+PVWz4uQqvFQ4WlF2XlVCNIj2rnq1oiIXMJbwgI/8CBvt3r1arz44osYMWIE7rvvPowZMwbTpk3DzTffjJ07d+KNN97AqFGj8MADD9hdBwMC+QW9pEKRLhRFOsc/NVcJEkLNhkpZDKmqE0TqG15lCiWaarvu4dXjvZFfZf17+XvhGcRKyjpWxHSATnTfHhX8z5SInM1TQ5D47xn5gtdffx1JSUn4+uuvTbslJyUlYcKECZgwYQLGjx+PESNGcB8EfxF4vQjeySCLKK0KRmlVsMNznAXIZmGjunbo1NUgEdOqCGFqPcJV1QhTV0MlyPglLx47L1lfmrSrrgR3ll1UlG0LbYa9ofbvnNgU/I+UiFzN2+cqEHnCsWPHMHnyZFM4AAC9vnb0Q1paGv70pz/hhRdewNixY+2qgwHByzAk+BcZNfs7lFdrcLnc8rhWX2jXdUVZxpMFGTBfgLVCEPGv6GS7rmcrhgIi8gRXDT/iv2nkq6Kjo01fh4eHIy8vT3G8c+fO+O677+y+PgMCkQeVZkbbtaHaHWUX0bW6VFH2ZmQCctQhTrozJf4nSkTewp5eBf4bRv6kTZs2OHfunOl5hw4dsG/fPsU5hw8fRni4/QvKMCB4IfYiBJamhoQYQxX+XqhcEvW0OhTvRLRx8p3xP1Ui8l4N9Srw3y3yd4MGDcKuXbtMz0eNGoUlS5bgvvvuw+23347du3fj66+/xpgxY+yugwHBSzEkUEMeKjyNSFm50tLymI7QC/bt+NwQ/idLRL6C/15RIJk8eTIuXLiAM2fOIDExEY8//ji++OILvP7661i9ejVkWUZSUhKef/55u+tgQCDyArb2IvSqLMKfyy8pyr4Ja4FfQ6Kddi/8j5aIiMh7DR06FEOHDjU912q1+PHHH7Fp0yacOnUKiYmJuP322znEyF+xFyGwWAsJKlnCkwUZytcIKqx04sRkhgMiIiLvtnPnTkRGRqJnz56msqCgILtXLKqPc8ckEJHL3FVyAR30yqWQVkUlIk+lcfjaIxOOMxwQERH5gGHDhmH16tUurYMBwctFZAqevgVyo9LM6HrLW+p1+GuxcmLy8aBwfKht7XCdDAZERES+o2XLltBoHP9wsDEcYkTkIs1RiQfF42gnlKMcapRBjTL56p9QoRRBV5+rrpbVPJf1lSgXVSgX1DAINQHxkcJMhMmS4vrPxXQ0HbcXwwEREZFvufnmm7Fjxw7IsgzBwXZAQ5oUEErby4i64JL7oEZwLoLvCYKEN9U/IkUoafqLzTZHrhRElAkqNJOqFad8Gh6Pw8GRdt8fgwEREZFvWrZsGQYMGIC//vWvWL58OWJjY51eR5N7EEqSZQ57IbJiqnjKvnBQR4gsIaROz0GhqMZ/o5LsvibDARERke+65557EB0djbfeegvr169H+/btERcXZ9GbIAgCvv/+e7vqsGuIEUOC+7EXwXe0RjnuF0+67Pr/jWqPIlWQy65PRERE3mv79u2mr3U6HY4dO4Zjx45ZnOfI8CO75yAwJBDV7ynVEYQJBkXZ91IcsmQtwqFHuKBHOPTQmn1tfNR9XV3bQpvhs/A4V94+EREReTFJkqyf5CBOUvYhvtCLYAyN3n6frpIm5OImMUdRttGQiEVSD5teL0JGGGoDRPM2BQiXDQiXDMhTBeGIJhKyiyYkEREREQEOBgT2IpA589+FQAwKwTBgjuqwoixP1uAl6RqbryFBQCmCUIog5ALIDW68R4GIiIgCV2lpKU6cOIGysjKkpqY67boO74MQSA1Ab+BrgSwiUzA9/N1fxZNoJyg3Mnve0BXFsH+t4ob2RXDEluzOTr8mERERuU9WVhZGjRqFmJgY9OnTB8OGDTMd27NnD7p27aqYq9BUTtkojSGBbAkA/hwWElGKmeIpRdkvUiw2yW09dEdERETkj7Kzs9G/f3989dVXGDVqFAYMGABZrm2L9+vXD1euXMGGDRvsroM7Kfsgb2tg23M//hUWZMxVHYZGqJ00pJcFLDZ0B+AP3x8RERF5iwULFqCgoAA7duzAhx9+iBEjRiiOq9VqpKamYs+ePXbX4bSAwF4EspevB4WbhYsYLF5WlK2V2uMk7N/IzNU4zIiIiMg3bd68GXfccQcGDhzY4DkJCQk4f/683XU4tQeBIcF9vKVB7cz78MVehTDo8ZTqiKIsRw7BKxIb4EREROR8+fn5SEpKsnqeTqezuw6nDzFiSAgcrmzI+0pYeEA8jjihUlH2rKEbyp24grArJioTERGRb4qLi0NGRkaj5xw+fBgJCQl21+GSOQgMCe7h7Y1nZ/HWoNAJxZginlaU7ZJaYIvcykN31DQcZkREROR7RowYgc8//xyHDx+u9/iuXbvw/fff47bbbrO7DpdNUmZI8G+eaLB7V0iQMV91CGqh9ve8Shax1HAtODGZiIiIXGXu3LkIDQ3F4MGDsWzZMlNvwtdff4158+bhlltuQfPmzfH444/bXYdLd1LmRmrkbN6ym/Qo4RxuEPMVZauljjgDrYfuiIiIiAJBUlISNm/ejLvuugtz586FIAiQZRl//vOfIcsyEhIS8OGHH6JVK/tHNLg0IAAMCa7iyUayp3+eng4JUajC46qjirJsOQyrpY4euiMiIiIKJP369cPJkyfx+eefY9++fcjPz0dkZCT69euHUaNGQaOxf5NWwE37IHjDJ77+oiRZ9vj76en6Ac+GlIfFY2gmVCnKlhquhQ4qD92R/TgPgYiIAt358+excuVKjBw5EgkJCdBoNIiPj8eYMWOwb98+q68/ffo0tFotBEHAfffd1+B57777Lvr27Yvw8HDExMTgtttuwy+//GL3favVatxxxx147rnn8Prrr+OFF17AuHHjHA4HgBs3SvOGRqWvMoYCb3oPvfGe3OFaoRDjxTOKsm+leOyU41xaL1cyIiIico2XX34ZjzzyCDIzMzFixAg8+uijGDx4MDZt2oSBAwfi/fffb/C1sixj+vTpVutYtmwZJk2ahNzcXNx3330YP3489uzZg0GDBmH79u0O3X9ZWRkuXryIsrIyh65jzuVDjMxxuJHtfKnhXfde/fVnLELGAvF3iGbfXrmswrOGbp67KSIiInJI3759sXPnTqSmpirKd+3ahRtvvBH3338/Ro0aheDgYIvXvvzyy9izZw9WrFiB2bNn13v9kydPYsGCBUhJScFPP/2EqKgoAMBDDz2Evn37YubMmTh27BjUatub5TqdDi+88ALefvttnDp1ylTeoUMHTJs2DY8++mi992srt/UgUOBwZe+CJ3suJohncK1YpCh7TUrBRYS5/V6cicOMiIgokN15550W4QAAUlNTMWzYMOTn5+PQoUMWxzMyMvDUU0/hiSeeQK9evRq8fnp6OvR6PebMmWMKBwDQrVs3TJkyBadOncLWrVttvt/CwkIMGDAA8+fPx5kzZ9C5c2cMGTIEnTt3xpkzZzBv3jwMHDgQhYWFNl+zLrcHBF/6ZNxT/Ok9Mm/QO+PhKc2gw8PiH4qyDFmLt6VkD90RERERuVpQUBAAWHy6L0kSpk+fjsTERMyfP7/RaxiHEI0cOdLi2M033wwA2LFjh8339PTTT+PgwYOYNm0asrKycPToUWzbtg1Hjx5FVlYWpk6digMHDmDOnDk2X7Muj/Qg+FMD2Nn43ninx1RHESnoFWWLDd1RzU44IiIiv5SdnY3vvvsO8fHx6N69u+LYypUrsXfvXrz55ptWh/KcPHkSWq0W8fHxFsc6depkOsdWn3zyCQYOHIg333zTYinTVq1a4a233kL//v3x8ccf23zNujzWumFDmHxFH+EKRovnFGWfSW3ws9zcbfegTS50W11ERET+oLi4WPHQ6XQ2v7a6uhqTJ0+GTqfDihUroFLVrlR44sQJzJ07F//4xz8wYMAAq9cqKipSDC0yFxkZaTrHVsXFxUhLS2v0nKFDh6K4uNjma9bl1knKdXHSshJDk/dRQ8J8lXLcYYmsxvOGrh66IyIiIt9R2l6GGOLe9o1UWVNfu3btFOULFizAwoULrb9eknDvvfdi586dmDVrFiZPnqw4Nm3aNLRu3RpLlixx6n3bqlu3bjh79myj55w9exbdutm/iIpHAwLAkGDEcOCdpoiZ6CiUKspWStfgCkLcdg/sPSAiImq6s2fPmj6hB2DTqj6yLGPWrFlYv3497rnnHqxatUpx/D//+Q9+/PFHbN26FWFhti1SEhUV1WAPgfFT/oZ6GOrz1FNP4e6778a9996LoUOHWhzfunUrPvjgA7z33ns2X7MujwcEgCHBXZzR0Ayk9fjjUYG/iycUZUflSGyUktx2D+4IByMTjru8DiIiIneLjIxUBARrJEnCzJkzkZ6ejokTJ2LNmjUQReVo/IMHD0KWZQwbNqzea/zvf//D//73P4waNQqffvopgJp5Bj/88ANycnIs5iEY5x4Y5yLYoqSkBDfddBNuvPFGjBw5EoMHD0bLli1x6dIl7Nq1C99++y3+9Kc/oaioCGvXrlW8dsqUKTbV0aSAEJ5UhIoc13xyGsghwdbeAwEyZNj3HjmroWm8TiAEhX+qjiBcMJieSzKwyNADkp0/AyIiIvJO5uFgwoQJWLdunWLegVFaWlq9+xVcvHgRX331Fa655hoMGjRIsexpWloafvjhB2zZssWigb5582bTObaaNm0aBEGALMvYvHmz6RrmvvjiC3z55Zem57IsQxAE1wQEoKaB6KrGYSCGBFvCQWcU4QX1fnQUSlEpiyiFGmXGh1z7danZ1+bHDPE6lOlUKBPUKBdVKBNUKBdVqBbsn6Pu70EhVcjFzeJFRdn7UiJ+l2Pcdg8cWkREROR6kiRhxowZWLNmDcaNG4f169fXGw4AYPr06fXunLx9+3Z89dVXSEtLsxiWNH36dLzwwgtYunQpRo0aZRpOdOTIEaxduxYdOnTA8OHDbb7f9PT0Jnx39vGKIUbUsFDo8Yr6Z7QRKgAAIYKEEFShOapqTrAlT12pv7gKgikwlIlqlF8NDjXPVSg3K699XlteJqhQnliFMkEFnSCi9LT7Gs+uFAwD5qoOK8ryZQ1WSte47R4YDoiIiNxj8eLFWLNmDbRaLVJSUuqdfDx69Gj07NnTruunpKRg4cKFmDt3Lnr06IGxY8eirKwMGzZsQHV1NVavXt2kXZSnTp1q1300hV0Bgb0IzmFL78HfxJOmcOBsGsjQSHpEQw8YbF/6qz56AOWamh6KEr3mau+FqqZnA0Fmz4Ou9m6oasqhxiU5GKehhW1px/VmihlIEMoVZS8YuqAIGrfUz3BARETkPllZWQCA0tJSLF26tN5zkpKS7A4IADBnzhwkJSVh5cqVeO2116DRaDBw4EAsXrwYffr0sfu6rmJ3DwJDgmNsCQftUYLp4ik33I3j1AAiZT0iDXrEC7omt/UPS1GYY+iJE7B9MpErJKAMs8QMRdmvUgw+lds18Arn8UQw4ARlIiIKdGvWrMGaNWscusbQoUMhy4237SZNmoRJkyY5VI85SZJw7tw5nD9/HtXV1fWeM2TIELuuzSFGHmDbpGQZ81SHoRGU5/5T3xO5CIEWeoRDj3Dh6p/QIzqqDOGSAeGyAWGmP/UIlw0IlwwIkw1eu+/vtWIRPhB24T9SZ6RLHTw0EVjGXNUhBAuSqUQvC1hs6GH35HBbsdeAiIiIbCHLMp577jm89NJLyMvLa/Rcg8HQ6PGGOBQQ2IvQdLauWHSbcAEDROXkgdWGjthU95NsuQmNS1lGiCxdDQx6hF0NDrWBQm8KFsZAUftcX+e5AWo4d+8GjSDhMdUfGCrk4ilDT5xDuFOvb80I4SJSxcuKsnVSe5f2ajAYEBERUVM89dRTWLFiBVq2bInp06ejVatWTZrDYAv2ILiRreFAi2r8U3VEUXZBDsFrUu0auXY1LAUBlYIKlVAhT+XgeHpZRrAs1YQGs0BR86e+JniYlRl7M8JkA0LKBVPPRzSqECnoFZe+QczHp8IOPGfohg/lBLhjbkIY9Hi6znueK4fgv1Jnl9THYEBERET2WLNmDTp37oyff/4ZWq3WJXU4HBDYi+B8/yceRwtBOWn4WcO1qLj64/KKxqUgQCeooIMKBXZeojQzGkEw4P/EE5ghZkA0+1GHCwY8o/4dw6VczDf0cPnOxQ+IxxEvVCrKlhu6otwFGdorfn7g/AMiIiJfVFpainvuucdl4QCA1w5J9zu29h5cgyJMEk8rynZKLfGdXLPznrc0Lp1Bm1yI4OQSvJ7UCpMNA3FWttyyfJiYi8/U2zFCuFjPFZyjE4oxpc57vkdqjq/l1k6tR5tc6Fc/PyIiInK/nj174sKFCy6twykBwZWNHlsb1v5AgIz5qkNQmX2SrpNFLDFcC0Dw68blifYq3NP2OrwvJVgcixGq8R/1L3hOdQBa1D9L334177nabDJ4lSxiiaE7nDm0yZ9/dkREROQ+c+fOxaZNm7B//36X1cE5CG5ga8i5QziLXqJywM7rUiecRbhLGpjOHmKyJdux8frlohrPJybihwot5uafRDNJGQZGiefQR7iCpw29sE9u7lBdpmsK53CDmK8oe0PqgCw4r9uO4YCIiIic5ZZbbsHbb7+NW2+9FX/5y19w3XXXITKy/gVVpkyZYlcdTgsInIvgmGhU4THVUUXZGTkMb0gdnNbAdPWYc/PrOxIWdoc2w13xEXiqIAPDK5TLd7UWKrFG/QPWGtrjX1IX6FD/Vui2iEIVHq/znp+Vw/C62WRwRzEcEBERkTPpdDps2rQJV65cwZtvvgkAEARlO1mWZQiC4PmAALg2JPi7h8U/ECMoPzFfYugOTXKJ3df05CRUY932BoVClQZPNuuCW8sv4YmCU9DKynV8p6hOY6B4GU/qe+Eoou2q42HxGJoJVYqyJYZrHQod5rw5HHCCMhERkW+aPXs23nnnHfTo0QNjx44N7GVOfbUXwZbhRT2EAowTsxVl34c2w8HmTVuK1BsbfQ4FBUHA1+Fx2B8chQX5J9BHV6Q43FEoxXtBu/GaIQX/kzqiKdvAdRcKMF48oyj7VorHTjmu6fdZD28OB0REROS7PvjgA1x//fX44YcfnB4MjJy+ihEnLDeNCBkLVL8rlvgsF0S8FN3B5muMTDjuleHAnPEe7bnPXHUIHmjRHS9GJ6NSUP7KqiHj/1THsTF8J7q1s21Gf817fkj5nssqPGvo1uR7q4+3hwNv/10hIiKihlVWVmLYsGEuCwcAlzl1KVsCzV1iFroKxYqy1ZGJyFUH21SHLzb27AkKsiBgY0QbTI7rhaNBlhOIr60qwfrcA5je4igi2hc02kifIJ5BN0HZG/GqlIKLsFxmtakYDoiIiMiVrr/+emRkZLi0DqcGhNLMaJfPQfCnXoTmqMQ/xGOKslPqMGyIsG39fV9v7NkTFLKCwnBv3HVYHZkAfZ1jIbKEJwpP4T+XD6OlXmfad8C80d4MOjws/qF4XYasxVop2c7vopY3hwNf6GUiIiIi65YtW4ZvvvkGX3zxhcvqcErfBCcmW7IlyDyuOopIQdnMXR7TEQbBem7zp8ZeU1c/MggiXo9KxO6QWCzOP45EfYXieH9dITbk7MeKmA7YHNYCEGr3kHj8zGmL93yxoTuqHczK3h4OiIiIyD98++23GDp0KEaNGoVhw4ahZ8+e9S5zKggC5s2bZ1cdDgUETwUDY+PbFyctG/URruAv4nlF2ZdhLXEgJMrqa/25wdeUSc1HgyMwKa4X/q/oNCaUKndajpT1WJJ/HGkVeVge0xFFqiD0rizEKPGc4rzPpDb42cE9FRgOiIiIyF0WLlxo+nrr1q3YunVrvee5NSB4U2+B+af03hQWrPUeBEHCfNUh5WsEFf4T3d7qtQOlwWdrUNCJKrwQ0xE7Q5thfv4JxBmUy5aOqLiCnrpiPBfbEQ8UZimOlQgqvNq2LbQq/1yeN1B+V4iIiALJtm3bXF5HkwJCWVYUxBBX3YpjfKlXYYqYiY5CqaLstagk5KsaX9Y0EBt8tg4/+ikkBhPje+OJglO4pfyy4lgLqQovXjlq8ZrXopKQd/U9N+8FaEpY8Nbeg0D8XSEiIgoEaWlpLq/DZ/ZBsJUng4It8w5aoRx/F08oyo4GafGRtlWjr2tKg29yzF6bz7XFuoKBTr2evaz1KpSIQZjX7BrsCG2GJwsyEC3VncZc649G3nNbwwLDAREREfkjvwsIRu4efmTr6kpPqY4gTKjdFVhCzcRkSXDOPTo7HFi7pifCg7Wg8F1YCxwMjsTc/JMYVFlgcVwC8JyN73lDYYHhgIiIiDxFr9fj5ZdfxoYNG3Ds2DGUl5dDr6/5YPTgwYN4/fXX8fDDDyMlJcWu6/ttQDDnql6Fpi65OkTIxQgxR1H2cXg8jgZHNPo6b270GcODJ4MCYBkWrqiC8XDzbrijLAePFGYiVJZMx2x5z+vjraHAyJt/T4iIiMg5KioqMHLkSOzduxfNmzdHZGQkysrKTMfbt2+P9PR0xMbGYsmSJXbVEVAbpZUky3bvo2B8rfmjKYJhwBzVYUVZvhiEV6OT7Lofb7GuYKBXDEGqd51/QcAn2la4O643doXEolwQ8X1oM/w72vE9D7wNwwEREVFgWLZsGfbs2YNnn30WOTk5mDlzpuJ4VFQU0tLSsHnzZrvrCIgehLqsDT9yxWZss8QMJAjlirKXo9ujRAxq9HWenHtgjTcEg7rqG350LigUs1t0A2QZcNJQLm/CcEBERBQ43nvvPQwdOhRPPPEEgJrlTOtKTk7GgQMH7K4jIAOCOXfszJyIUsxUnVSUHdBE4suwli6v2xW8MRjUNTLhuOUcBYYDIiIi8nHZ2dm44447Gj0nMjISRUVFdtcRUEOMPEPGgoiDCEZtENGjZmKybKXB6o2NP18IB0be+P45k79/f0RERGQpIiICly9fbvScU6dOoUWLFnbXEfA9CK72l/gMDMhTrqTznrYNTmnCG31dUxt/rh5e5EvBwFxTdmb2JQwHREREgal///74/PPPUVRUhKioKIvj586dw1dffYXRo0fbXQd7EFyoZdIVzC7MVJRdUmnwelRCo6/ztsafr4YDc972njrCn74XIiIism7nzp3Izs4GADz++OPIz8/HTTfdhL1795qWNy0vL8f333+PkSNHorq6GrNnz7a7vib1IGhPC1AFWx/H7Y5x/d5Om1yImYXZiDNUKcr/FZ2McrHht52NP9fx9d4E/m4QEREFpmHDhmHBggWYP38+hgwZgldeeQUPPfQQUlNTTedERNQs4a5SqfDqq6/i+uuvt7s+lwwxsmW/AW8NEYOESxgoXIYEAWVQowxqlMpq09dlUKPs6vPSq88NZh0xxrXyO1SVYWLJecW1fwiJxvehzRus294GoCuHF/lD70Fd9U5g9nIMB0RERIFLlpXt5vvuuw9paWlYtWoV9u3bh/z8fERGRqJfv374+9//jm7dujlUn8fmIFgLEZ4IEH8SzuEFddOXhKqURZSpVCgXVSjPUaFMVCFOr1O8uVUQ8Hx0x3pX0mHjz/0a22TN2/D3g4iIiOrq0qUL/v3vf7vk2l47SdndASIaVRYbmdkqRJAQIkloJlU3eM7ayLY4GxRqUe7NjT9/7D2ojzeHBW/+/SAiIiL/5LUBwd0eFv9AjNBwA98R51UhWBPRzqLcGY0/d2+O5u+8KSwwHBAREZFRYWGhaaKyrRISGl8YpyE+GxAiMgWn9SJcJxRgnGj5hn8vxSEceoRDD62gN30dLhhsvnY1BCyL7QidqDKV+ULDL1B6DxpT9+fkzsDgC78jRERE5D7//ve/mzSkSBAE0wpHTeWzAcFZRMiYr/odotmIpjJZhT/rhyEHlkOCtMmFEGQZYbIBYZIB4Vf/1Mp6hEkGhMkGhF8tB2T8GBKDY5oI0+vZ8PNdru5d4O8GERERNSQhIQFJSUluqSvgA8JdYha6CsWKslekzhbhwLg6EQDIgoAyQY0yUY3G97FTcnYD0FXDi9h7YF1TwwIb/0REROSI6dOnY/78+W6pK6ADQnNU4mHxmKLspByBdVJ703PzYOAINhD9F3+2RERE5E98eidlW/ZbaMzjqqOIEJRjsxYZukPv5LfFlxqQ7D0gIiIiCmwB24PQV7iCv4jKjcw+ldriV7mZ6bmjvQeuDAZcvYiIiIiIXMGnexDsFQQJ81WHFGVFchBeMHQ1PffmcOAq7D0gIiIi8j5paWlum6AMBGgPwlQxEx2EUkXZSuka5CHY4Wv7YjAgIiIiIu+1bds2t9YXcAGhNcpxv3hCUXZIisL7UqLpuT29B+4KBly5iIiIiIhcyecDQlM3THtKdQRhZhudSTKwSOoBCTUTnpsaDtzZY8B5B0RERETkaj4fEJoiTcjFTWKOouw9KRFH5GgATQsH7h5KxHBARERERO4QMAEhGAbMUR1WlOXJGqyUrmnSdfwxGHB4EREREREZBcwqRn8VT6KdUK4oe97QFcXQALCt98AfwwERERERkTm/6EGwNg8hCaWYKZ5SlP0ixWKT3BaA83ZLdhZ3BgP2HhARERH5PlmWkZGRgdDQULRt29ahawVAD4KMeapD0AiSqUQvC1hs6A7A9p2YfX2VovowHBARERH5lk2bNuHee+9FQUGBqSwrKwvdu3fHNddcg8TEREyaNAmSJDVylcb5fUC4QcjHQPGKomyt1B4nEQnAu4YWMRwQERERUWNWrVqFn3/+GTExMaayhx9+GEePHsWwYcPQo0cPbNy4Eenp6XbX4TcBISKz/t6ARJRZlL0jtQfgPUOLJsfs5XwDIiIiIrLqyJEj6Nu3r+l5UVERvvrqK0yYMAHfffcdfvrpJ3Tp0gVvvvmm3XX4TUBoyA9yc+hlZXgYK2YDAEozo62+3pW9B54KBuw9ICIiIvJNly9fRqtWrUzPd+/eDb1ej4kTJwIAgoKCMGLECGRkZNhdh19MUjaqb7LyBYThC7kNRgvnTGWTxNN4S+qAUgRZveaW7M5OCQne0kPAcEBERETkuyIjI5GXl2d6vn37doiiiNTUVFNZUFAQysosR9HYyu97EABgtaEjJLPcECnoMVHM8tj9eArDAREREZFvu+aaa/D5558jPz8fRUVF2LhxI3r37q2Yk3DmzBnExcXZXUdABIRMROBbuZWibKqYiRDobRpm5Chv6D1gOCAiIiLyfQ899BAuXLiANm3aoF27drhw4QLuu+8+03GDwYDdu3fjuuuus7sOvwsIDU1Wft3QUfG8mVBlmotgzZbszg7flycxHBARERH5hzFjxuCVV15Bt27dkJKSgmeffRb33nuv6fj333+P8vJy3HLLLXbX4VdzEBpzFNHYKbXAEPGyqexe8RTek5JcWq8new8YDIiIiIj8z/3334/777+/3mMjR45U7JFgD7/rQQAa7kX4n9RJ8byVUIm/COfcMszI3RgOiIiIiAKLTqeDXq93+Dp+GRAasl9uhl+kWEXZLFUGVLC+05w9w4w81XvAcEBERETkn3bv3o3FixejsLDQVJaXl4dbb70VWq0WkZGRmDNnjkN1BFRAAIBVdXoREoUy3Cxc9NDdOB/DAREREZH/evHFF/H2228jOjraVPboo49i8+bNSE5ORnR0NJ577jl8+OGHdtfhtwGhoWFGe+QWOCxFKcr+qjoJQZbrPd9e3ACNiIiIiJzt4MGDij0PysvL8f7772PkyJE4fvw4jh8/joSEBLz66qt21+G3AaFhAl6v04vQWSjBDVk6q6/05tWMGA6IiIiI/N+lS5fQpk0b0/MffvgBlZWVmD59OgAgIiICf/7zn3Hs2DG76/DrgNBQL8J3cjwyZK2i7G/iScBJvQjesO8BEREREfmfkJAQlJSUmJ7v2LEDgiAgLS3NVKbVah1aycivA0JDZAh43aDsRbhOLEQfXaFnbshB7D0gIiIiCgwdO3bEN998A51Oh+rqarz33nvo2rUr4uPjTedkZ2ejZcuWdtfh9wGhoV6Er+TWOCuHKcqm5FqfrOxtw4wYDoiIiIgCx6xZs5CRkYFOnTqhS5cuyMjIwLRp0xTn7Nu3D127drW7Dr8PCA0xQMQbUgdFWX8xD911xQ5f212NdoYDIiIiosAyY8YMPP744ygvL0dhYSH+9re/4eGHHzYd37ZtGzIzM3HjjTfaXUfA7KRcn0+ldnhAPIGWQu0E5enFZzG7RTcP3hURERERUf0EQcDy5cuxfPnyeo8PGjQIBQUFCA8Pt7uOgOhBaGiYURVUeKtOL0JqZT46VZU2ej1vGGbE3gMiIiIiqkuj0SAqKgpqtf39AAEREICGQ8L7UiIK5CBF2bTisw7X58oGPMMBERERUWD75JNPMH78ePTo0QMdO3Y0lR87dgwrVqzA+fPn7b52wASEhlRAjXVSsqLspvIrSKgub/R13tCLQERERESBRZIkTJgwAWPHjsVHH32EzMxMnD592nQ8JiYGc+bMwdq1a+2uI6ACQkO9CO9ISSiVa7thRAG4+8Ilh+tzxSf97D0gIiIiClwvvfQSPvjgA/ztb39DQUEBHnvsMcXxuLg4pKam4ssvv7S7joAKCED9IaEYGmyQkhRlfxHOIU5f2ei12ItARERERO60Zs0a3HDDDXj11VcRGRkJQbBs23bs2FHRq9BUARcQGvK2lIxKufbtCBJkTDh3xYN3RERERESklJGRgSFDhjR6TrNmzZCXl2d3HQEZEOrrRchDMD6UEhRl48Qz0GSGNnota70IHBJERERERM4SGhqK4uLG9+06c+YMoqOj7a4jIANCQ96SOqBarg0PIYKEqWKmB++IiIiIiKhWr169sHnzZuh0unqP5+fn45tvvkH//v3triNgA0J9vQgXEYbP5LaKsrvFLAiZjW804a5eBPZGEBEREQW2hx56CGfPnsXYsWMtljI9deoU7rjjDhQVFeGhhx6yu46ADQhA/SHhDUNHSHLtc62gx92i/ZM8iIiIiMh7nT9/HitXrsTIkSORkJAAjUaD+Ph4jBkzBvv27bM4f/Xq1bj99tvRvn17hIeHIyoqCtdddx3mz5+P/Pz8But599130bdvX4SHhyMmJga33XYbfvnllybf76hRo/DPf/4TX375JRISEvDiiy8CAFq2bImUlBTs2rULc+fOxfDhw5t8baOADgj1yYIWm+XWirKpYiYMmdpGX8e5CERERES+5+WXX8YjjzyCzMxMjBgxAo8++igGDx6MTZs2YeDAgXj//fcV569btw5ZWVlITU3Fgw8+iOnTpyM0NBTPPPMMevXqhZycHIs6li1bhkmTJiE3Nxf33Xcfxo8fjz179mDQoEHYvn17k+952bJl2Lx5M/785z8jLCwMKpUKkiThlltuwddff41FixbZ+3YAAARZlmVrJxUXFyMqKgrd/rYMquAQhyr0RiXJyregM4rwadBORdmzhm5YKyVDm1zY4HVGJhxvtJ7JMXvtvkcGDCIiIjKnK63Gfwd/gqKiIkRGRnr6dhSMbcfE55ZCDHFv21GqrMSZf86x+X35+OOP0aJFC6SmpirKd+3ahRtvvBERERG4cOECgoODAQCVlZUIqed7mjdvHpYsWYLHHnsMzz//vKn85MmT6Nq1K5KTk/HTTz8hKioKAHDkyBH07dsXrVq1wrFjx6BWqy2u6SnsQYDlUKPjiMJ2qaWi7F7xFIJgaPQ67EUgIiIi8i133nmnRTgAgNTUVAwbNgz5+fk4dOiQqby+cAAA48aNA1CzDKm59PR06PV6zJkzxxQOAKBbt26YMmUKTp06ha1btzrjW3Eal0WVmONVKOiscdXlXe5/UicMFWt3U44TKjFaOIcPMhMb7UUgIiIiIv8QFBQEADZ9um/cufjaa69VlBuHEI0cOdLiNTfffDNWrVqFHTt21Hu8MXq9HsePH0dhYSEMhvo/xLa2X0JDXNqXEXO8CgB8IihEZAqKoUYH5Vjsk5qhn1i7ycRMVQY+1rdr9Dpbsjs3OtRoXcFAh4YaEREREZHrZWdn47vvvkN8fDy6d+9ucXzNmjXIyspCSUkJ9u/fj+3bt6NXr16YPXu24ryTJ09Cq9UiPj7e4hqdOnUynWMrWZYxf/58vPzyyygpKWn03IaCgzVuGexkDArmvDE01A0J/5M6KQJCglCOW4QL+DKzrVt7ETg0iYiIiKhp6m4mFhwcbJpHYE11dTUmT54MnU6HFStWQKVSWZyzZs0a7Nixw/R85MiRWLduHWJiYhTnFRUVoWXLlnVfDgCmORJFRUU23RcAPPPMM1i6dCmio6MxZcoUtG3b1unzFzw2G8IXQsMPcnP8LkWjh1hoKvubKgNf6dugNDO6wZDAXgQiIiIiIDypCKqwSrfWaSiv2UCsXTvlqI8FCxZg4cKFVl8vSRLuvfde7Ny5E7NmzcLkyZPrPc84dOjKlSvYt28fnnjiCfTu3RtfffUVevTo4dD30Ji33noLiYmJ+OWXX9CsWTOX1OGyScr2NPZjjlcpHp6gnLAs4H9SJ8XxTkIJhgm5Vq9jbcIyEREREbnO2bNnUVRUZHo89dRTVl8jyzJmzZqF9evX45577sGqVausvqZ58+b405/+hG+++QZXrlzBrFmzFMejoqIa7CEw9nKYT162Jjc3F6NHj3ZZOAC8fBUjbwgM2+Q4nJAjFGV/FU8CsLo6bKNsHTbE4UVERERETRcZGal4WBteJEkSZsyYgbfeegsTJ07EmjVrIIq2N5XbtWuHLl264Oeff0Z5ebmpvFOnTigtLa13fwTj3APjXARbtG/f3mL4lLO5NCA4e8iQJ0KCDAGvGzoqyq4TCzFAuOL2eyEiIiIi55MkCTNnzkR6ejomTJiAdevW1TvvwJqLFy9CEATFa9PS0gAAW7ZssTh/8+bNinNs8eCDD+KLL77ApUuXrJ9sJ6/uQaiPO0JC3X0RvpFbI1sOU5T9VTyJ0szoRq/DfRGIiIiIvJux5yA9PR3jxo3D+vXrGwwHeXl5OHLkiEW5LMtYuHAhcnNzMWzYMEVvxfTp06FWq7F06VLFUKMjR45g7dq16NChA4YPH27z/f75z39GWloaBg4ciLVr1+LQoUPIzs6u92Evl09SLuiscXqj3t17LBgg4g1DRyxW/24q6y/moaeUjwzfy1hEREREdNXixYuxZs0aaLVapKSkYMmSJRbnjB49Gj179sTZs2fRq1cv9O3bF127dkV8fDyuXLmCXbt24fjx44iPj8crr7yieG1KSgoWLlyIuXPnokePHhg7dizKysqwYcMGVFdXY/Xq1U1ahSgpKQmCIECWZUyfPr3B8wRBgF6vt/2NMOM9ezo3kbtDwqdyWzwgn0CcUDsTf5aYgSeR4tB1G1vRiD0MRERERK6VlZUFACgtLcXSpUvrPScpKQk9e/ZEYmIinnrqKWzfvh1fffUV8vPzERISgk6dOmHu3Ll4+OGH6508PGfOHCQlJWHlypV47bXXoNFoMHDgQCxevBh9+vRp0v1OmTIFgiBYP9EBgizLVmfbFhcXIyoqCt3+tgyq4Pq3l26MK4cFuTIkmO+JAABTxVP4p+qoomxiXG9kaMIbvU5jS54CYEAgIiKiJtOVVuO/gz9BUVGRaT19b2FsO3bd+ARUYbbtPeAshnIdjt61wivfF1/hlvExrmzEu3Pi8gdSIgrkIEXZtJKzDl+XQYCIiIiIbJGdnW11FaOSkhKH5iD4xQB6d4WEcqixTkpWlN1UdhntqivcUj8RERERBbb27dtj5cqVjZ7z6quvon379nbX4baA4Or5Au4KCe9ISSiVa6duqARgipVeBFs2Tavbi8BeBSIiIiKqy4bZATad0xi/6EEwcnZIqLvcKQAUQ4MNUpKi7E9llxCn1zlcH0MBERERETnq3LlziIiIsH5iA9y6ipErljytyx2rG70tJWOymIkQQQIABEHGpJJz+FdMB5fWS0RERESBZ/HixYrn27dvr/c8g8GAc+fOYePGjejXr5/d9fnsMqeNcXVIyEMwPpISMEmVZSq7oywH6ZHtUKCqv94t2Z2trmYENL7sKREREREFnoULF5q+FgQB27dvbzAkAEDr1q2xfPlyu+tze0BwRy8C4LyQEJEpWCx3CgBvSR0wXjyDIKHmWIgs4a6SC3gtOsnhOjnUiIiIiIiMtm3bBqBmbsHw4cMxbdo0TJ061eI8lUqF2NhYXHPNNRBF+2cS+GUPgpErexIuIAyfy21xp1A7QXl86QWsjWyLMtGv31YiIiIicqO0tDTT1wsWLMCwYcMwZMgQl9XnkUnK7twB2ZW9FW8YOkAy61zQygaMK73Y4Pm2rGZERERERNSQBQsWuDQcAH7eg2DkaE9CQ8OMTiMCW+RWuEWoDQUTS85jg7Y1dKLK7vqIiIiIiBqTk5ODX3/9FYWFhTAYDPWeM2XKFLuuHRABwZVeN3TCLWJtQIiVqjG6LAfvRbTx4F0RERERkT+qrKzErFmzsGHDhgb3O5BlGYIgMCB4yh+Iwk6pJYaIl0xlk0vO4SNtK+gFv9pmgoiIiIg87Mknn8Q777yDlJQUTJw4EW3btoVa7dwmPQOCE/xP6qgICHGGKtxadgmfa+M9eFdERERE5G8++OADdO3aFb/++iuCg4NdUgc/4naC/XIz7A+OVJRNLTkH0cFtromIiIiIzBUWFuKWW25xWTgAPBgQ3LmSkTNEZAqNHn+trIvieaK+AsMrrrjyloiIiIgowHTp0gW5ubkurSNgehBcvTnbbrkFjgWFK8qmF58F2ItARERERE7y5JNPYtOmTcjIyHBZHZyD4DQC0iPbYXneMVNJSnUZBlYWYG9orAfvi4iIiIh81c6dOxXP4+Pjccstt6Bv3754+OGH0atXL0RFRdX7Wnv3S2BAcKLtoc2RpQ5Fkr7CVHZv8VnsDYkBhMaHKBERERER1TV06FAI9bQjZVnGwoUL6z1m1ND+CNYwIDiRJAh4O7IdFuSfMJVdV1WM3roi7A+J9tyNEREREZFPmj9/fqMhwBUYEJzs67AW+GvRGbQy6Exl00rOMiAQERERUZMtXLjQ7XUGzCRldzEIItZFtFWUDagsRJeqEg/dERERERGR7TwaEHxtqVNrSjOjAQCfhcchTwxSHJtWfNYDd0RERERE1DQB1YPg6FKn1vZCMNKJKrwb0UZRNrwiD+2ryxyqn4iIiIgCmyiKUKlUjT7UajViY2MxYMAArFixAhUVFdYvbF6Hi+494H2kbYUSQaUom1J8zkN3Q0RERET+YMiQIejRowdkWYYoikhKSkK/fv2QlJQElUoFWZbRvXt3tG3bFr///jueeuop9O/fH8XFxTbXwYDgImWiGu9HtFaU3VJ+CdGV9i03RURERES0fv16FBQUYNq0acjKysKpU6ewd+9enDp1CqdPn8bUqVNRWFiIr7/+Grm5uZg1axYOHTqEZcuW2VyHxwOCv81DMLdB2wYVQu1brAaQer7cczdERERERD7tscceQ5s2bfDWW2+hTRvlkPY2bdogPT0drVu3xmOPPQatVotXX30VXbt2xSeffGJzHR4PCP6sSBWET8LjFWXX51YgvEry0B0RERERkS/77rvvMHTo0EbPSUtLw3fffQegZs5CamoqsrOzba7DKwKCO3sRHJ2o3FRfh7dUPA+SgcQS994DEREREfmHyspK5OTkNHpOTk6OYmJyREQE1Grbtz/zioAA+M9QI+NSp0aT65mYfCmU+9MRERERUdP17t0bGzduxC+//FLv8Z9//hkbN27E9ddfbyrLzMxEXFyczXWwpepCfSsLMLLiiqLs87A4XAmTPXRHpCDLgJu3LiciIiJyxDPPPIMRI0ZgwIABGD16NAYMGIAWLVrg8uXL2Lt3LzZt2gRRFLF48WIAQGlpKTZv3ozx48fbXIdXBYSCzhq3DAGKOV7l8h4LjSzhiYJTirIiUY3/RCehL067tG5qgCyjXake/S6Wo2teFTSSjCpRwNFmGuxrFYazWjUDAxEREXm1tLQ0fPHFF/jrX/+Kjz76CB999BEEQYAs13wAnZCQgFWrViEtLQ1AzRyE3bt3W0xoboxXBQTAfSHB1aYUn0WiXrkpxStRSShU+cdQKl8jSjLuyChG78s6GAAYd6gIlmT0uKxDr8s67G8RjE86RkISGRKIiIjIe40cORKZmZnYvXs3fvvtNxQXFyMyMhLXXXcdBg8eDFGsnUUQFhaG6667rknX97qA4A/a6Cswrfisoux3TQQ+rbOiEbmJXBMOel7WAagNB0bG5zXHi/FRp0j2JBAREZFXE0URQ4YMwZAhQ5x/badf0QncMWHZdb0UMp4oOIVg1M4zMABYHtMR8tVG55bszi6qm+rTrlSP3pd1Vn/ZRQC9L+vQtlTvjtsiIiIi8kpe24PgrUONIjIFlCQ3PMl4hHARAysLFGXva1vjhEbr6lujBvS7WK4YVtQYA4D+F8vxYUSUi++KiIiIyLrFixdDEAQ88MADiI2NNU0+tkYQBMybN8+uOr02IPiiMOjxtOqIouyyqMH/ohI9dEcEAF3zqmwKB0BNiOia733BlIiIiALTwoULIQgCJkyYgNjYWCxcuNCm1/ltQHB1L4KzVzN6UDyOeKFSUfZSTDLKRK9+m/2bLEMjNW1ZWY1B5hKoRERE5BW2bdsGoGZ1IvPnruT1LVdvHWpUVwqKMVlULl/6Y3A0vg1t7qE7IgCAIKBKFBDchJBQpRIYDoiIiMgrGJcrbei5K3jlJOW6vH2XZQEyFqh+h1qobYRWQcCKmI4NNjQ5Udl9jjbTwGDjuQYAR2O9+/eNiIiIAtfw4cMxf/58l9bhEwHBlZzRO3GHcBa9ReXE5Lcj2+FsUKjD1ybH7WsV1qQ5CD+2CnPl7RARERHZbd++fdDrXbvios8EBG/tRYhGFR5THVWUnZHD8HZEWw/dEdV1VqvG/hbBkKycJwHY3yIY57ReP/KOiIiIAlSXLl2QlZXl0jp8JiAArgsJjvQiPKr6AzFCtaJsiaE78rKaOXpb5CyCgE86RuJgi2AAsBhuZHx+8OpOypx/QERERN7q//7v//DZZ5/h6NGj1k+2Ez8qdUAPoQBjxWxF2TdSK+yWW3rojqghkijgo06R2NdKj/4Xy9E1vwoag4wqlYCjsRr82CqspueA4YCIiIi8WPv27TF06FD0798ff/vb39CnTx/ExcVBqKcNY+8uyz4XELxpVaM/CectyqJRhQhUowRBHrgjapQg4FxEUO0maFzKlIiIiHzM0KFDIQgCZFnGiy++WG8wMDIYbF2mRcnnAgLgmpDQlD0RjLspX4TlJOT+Yh4+FbZjjqEnfsxsAW1yYYPX2ZLdGSMTjtt7y+QohgMiIiLyMfPnz280FDiDTwYEbxCRKWB9cnt0Fwpxm3hBcay1UIl09Y9Ya2iPf2V2QVBySYPXYUggIiIiIlvZupOyI3xqkrI5V0xYbmqvRGimCo8aeuMJfS8Uy5ZZa4rqND5S70RXXcMBAeCeCERERETkPXw2IADODwn2XC8iU8TncluM0g/FD5LlrskdhFK8mfsbZhWdgUpueKFNhgQiIiIiskd2djY+++wzfPrpp8jNzXX4ej4dEADHQ0JBZ43pYa+ITAE5CMUMQ38sMVyLSln5tqoFGX8tzsZbub8hsbq8weswJBARERFRfb766isMGzYM1157LaZOnYpz584BqFn2tEOHDrjjjjswZswYJCQk4Nlnn3WoroCcg+CK4Uk1E5eBd6T22Cs1x3Oqg+ghFirO6VpdivW5B/BKVBLe07aGzEmyRERERGTF7t27MWrUKNOqREePHsUff/yBKVOm4JVXXkFycjJ69eqF/Px87N69G3PnzkWPHj3wpz/9ya76fL4HAbC9we9oT4E1EZk1Df7TiMAkwyC8bOgMvawMASGyhEcLM/HK5UOI01daXIO9CERERERk7oUXXoAoinj//fdRXFyMDz74AL/99huWLFmCu+66C8ePH8cHH3yA77//Hnv37kVQUBBeffVVu+vzi4AANBwSnDGEqCmMIUEPEa9KKbjLMBinZK3FeX10RdiYsx+3luXWrMdvhiGBiIiIiIz27duHW2+9FWPHjoVWq8WYMWNw66234vLly5g3bx5UKpXp3Ouvvx6jRo3Czz//bHd9fhMQzLk7FNRlDAkAcESOxhj9ELxtaG9xnlY2YHH+CSzP+wPRBuUKSgwJRERERAQAV65cQZcuXRRl11xzDQCgY8eOFud36NABBQUFdtfnVwHBk6GgLvOQoIMKz0nXYpp+AC7IIRbnDq/Iw8ac/UityFOUMyQQERERkcFgQGiocoNe4/OgoCCL84ODgyFJDa+eaY1fBQRvYx4SAGCf3Byj9EPxqdTW4txmUjX+deUo5uSfQJikN5UzJBARERGROwXkKkaeVIogPGXoha1SPBaqfkesoBxaNLosF30qC7EotjMOhEQB4G7LRERERIHu3Llz+OmnnxTPAeDnn3+GXGc+q/GYvRgQXKxm+VPZovxbuRUO6GOwSPU7hovKDS3aGHRYdfl3vBPRBquiklAliAwJRERERAHszTffxJtvvqkok2UZ/fv3tzhXlmUIDiynz4DgBg2FhCsIwQOGPrhTOounVYcRLhhMx0QAk0vOY0BlARbEdsYJjeVKSERERETk/6ZOnerW+hgQ3KShkAAI+FhOwD59czynOoAbxHzF0Y7V5ViTexCvRyVg3ZkU3Jh4wj03TEREREReIT093a31cZKyG9WdtGzuPMIw1TAQyw1dUQXleUGQ8UDRGbx+6TccPZXAictERERE5DIMCG7WWEiQIGCN1AFjq4fgeFC4xfEeVSV4N3c/7iy9iC1nUlx5m0REREQUoBgQPCAiU2g0KJxEJMaVD8Wbke1gqHMsVJbwVEEG/n3lCPafTmJvAhERERE5FQOCBzUWEqoh4oW8npjV8jpkqy03VxtYWYCNOfsxovwytmR3Nj2IiIiIiBzBgOBh1noTfjifgNEVw/BheCuLY1GSHsvyjuGZvGOINFQDAMMCERERETmEAcFLNBYSKqDGvMIbMEvfD5dFjcXxW8ovY0PufvSrLFCUMywQERERUVMxIHgRa70Ju+WWuF03DFtCm1sca2mown8vH8bjBRkIkerOXACDAhERERHZhAHBCzUWEoqgwT+KB+BRfW8UC5bbWIwvvYj1uQfQTVdc7+vZq0BEREREjWFA8FLWehO+ktvg9qqh+CEk2uJYor4Cb176DfcVZUElSw1eg2GBiIiIyHecOnUKc+fORWpqKuLj4xEaGorQ0FDEx8cjNTUV8+bNQ0ZGhsP1BNROyjHHqyzKCjpbjun3Jg3vwAxcQijuLRmMieIZPKE+ghCzMKACMKP4LAZWFGBBsxScrmdfBXO2hISRCcebdO9ERERE5BzPPfccFixYgOrqmoVpmjdvjjZt2gAAiouLsWfPHuzZswcrVqzAokWL8M9//tPuugImINQXDhoq97bQYOxJqD8oCNggJeGHquZ4TnUA14mFiqNdqkuxLucAXoluj43a1pCFhnslrGGIICIiInK/DRs24Omnn0a3bt0wb948jBw5EtHR0YpzCgsLsXnzZjzzzDOYM2cOkpKScNddd9lVnyDLcv0fT5spLi5GVFQUuv1tGVTBlmvy+4KGAoKtvCk0NNSjoIKEWWIG/i6eQJBgec4vwVFYFJuCnHr2VXA1BgciIiLn0pVW47+DP0FRUREiIyM9fTsKxrZj141PQBUW7Na6DeU6HL1rhVe+L/bq168f8vLy8NtvvyE8vPFRISUlJejZsyeaN2+Offv22VVfQPQgOBoOGrqGp0JDQ8OODBCxSkrBTqkllqsPoKNQqjh+g64IG3L244WYDvgyrCXgQG9CU9XX+8DQQERERGTdkSNH8Pe//91qOACAiIgI3HnnnXjttdfsrs/vA4IzwoG1a3siKDQ27OgoojFWPwQPi8cwTZWpOKaVDViYfwJpFXlYFtMRhSrP9YwwNBARERFZp9FoUFRUZPP5xcXF0Gjsb+NxFSMncGUIsaahlY50UGG51A1T9QNwQQ61OD6sIg8bzh/AkIo8V99ik5ivrMQVloiIiMjVzp8/j5UrV2LkyJFISEiARqNBfHw8xowZYzFEp7q6Gh999BGmTZuGLl26IDw8HBEREejXrx9effVVGAyWe1EZvfvuu+jbty/Cw8MRExOD2267Db/88otN99i/f39s3LgRv//+u9Vzf/vtN2zYsAEDBgyw6dr18es5CO5uuHt6nkJDcxO0qMbTqsO4QzxX7/GPpHZ4uV1blIne3aHE3gUiIqJanINQv6bOQfjnP/+J5cuXo0OHDkhLS0PLli1x8uRJfPrpp5BlGRs2bMD48eMBAMeOHUOXLl0QERGB4cOHo3PnzigqKsLnn3+OCxcu4Pbbb8emTZsg1BnGvWzZMsyZMwcJCQkYO3YsSktLsXHjRlRWVmLz5s0YOnRoo/f4888/IzU1FaIoYtKkSRgxYgQ6deqEqKgoAEBRURFOnjyJLVu24N1334UkSdi9ezduuOEGu95DBgQn89aQAAA3CRexSPU7YgXL9+WcHIqnDL3wi9wM2uRCF96h4xgUiIiIGBAa0tSA8PHHH6NFixZITU1VlO/atQs33ngjIiIicOHCBQQHB+P8+fP47LPPMHXqVISFhZnOLSsrw9ChQ/HLL7/g/fffx7hx40zHTp48ia5duyI5ORk//fSTqVF/5MgR9O3bF61atcKxY8egVjf+Qe327dsxc+ZMZGZmWgQQI1mWkZycjDfeeMNq6GiMd39k7INijld5NCSYDzmqGxa+k1vhgD4Wi1W/YbiYqzjWVqjA26q9SJc64D+ZnVEFlemYtwUG47AjBgUiIiJy1J133llveWpqKoYNG4YtW7bg0KFDuOGGG9CmTRvcf//9FueGh4dj9uzZuPvuu7Fjxw5FQEhPT4der8ecOXNM4QAAunXrhilTpmDVqlXYunUrRo4c2eh9Dh06FMePH8fWrVuxfft2nDx50jQvISoqCp06dUJaWhpuvPFGqFSqRq9lDQOCC3g6JBjVN5E5D8F4wNAHd0pn8bTqMMKF2rFyogDMUJ1CqngJT+p74RhqfolLM6MV1/WWwMCgQERERK4UFBQEAFY/3W/s3O3btwNAvQHg5ptvxqpVq7Bjxw6rAQEAVCoVRowYgREjRlg91xGcpOwiMcerPDp52VxEpmB61BDwsZyAUfqh+EWKtTg/RSjBe+pdmCWehAqSxfHSzGiLhydxMjMRERE5W3Z2Nr777jvEx8eje/fuVs9/6623AFgGgZMnT0Kr1SI+Pt7iNZ06dTKd403Yg+Bi3tKbYGTeq3AeYZhqGIipciYeFo9BI9SGAY0gY7bqGIYLudght0QZ1CiV1SiD2cP8eWYk9HXyprt7GtijQEREREbFxcWK58HBwQgOtm0+RHV1NSZPngydTocVK1ZYHbLz+uuv4+uvv8bw4cNx2223KY4VFRWhZcuW9b7OOEeiKUuY2iI/Px+lpaVISEiw6/UMCG7gyf0SGlIbFIB0qQN2Sy2wXH0AXQTlX6aeYgF6osCma1bKojJAnFEGiqpIA8pEFcoFFcpFFcoEFcpENcoFlUW5ThDt3siNQYGIiMg7DG97EsHaILfWqSutxlEA7dq1U5QvWLAACxcutPp6SZJw7733YufOnZg1axYmT57c6PlffvklHnzwQSQmJmL9+vUO3LnzPProo1i3bh30er1dr2dAcCNv600AaoPCyeRITNCn4gHxOGaKGVDZ0TYPESSEoArNcHVoVd1rlFq8pEF6AOWCGuVXg0Pp1T/PBoXi4/BWyNBY30mQQYGIiChwnT17VrGKkS29B7IsY9asWVi/fj3uuecerFq1qtHzN2/ejDFjxiAuLg5bt25Fq1atLM6JiopqsIfA2MthPnnZWWxYqLRBnIPgZt40N8FcRKaAkEwVVkpdcI9hEM7IYdZf5EJqAJGyHvEGHZL15ehRVYL+ukKMK72ItbkHMK04Gyobf/E5R4GIiCjwREZGKh7WAoIkSZgxYwbeeustTJw4EWvWrIEoNtxU/uabbzB69Gg0b94c27ZtQ3Jycr3nderUCaWlpcjJybE4Zpx7YJyL4C3Yg+Ah3tibANQEhVNohjuT0zBaPIueQgHCoa99COZfN7xboCsFQcYDRWeQWpGPBbGdcS7Icqfo+rBHgYiIiOojSRJmzpyJ9PR0TJgwAevWrWt03oExHMTGxmLbtm3o2LFjg+empaXhhx9+wJYtWzBlyhTFsc2bN5vOaYyjy5Y2lV9vlAZ4ZrO0pvLGoAA0vukaAAiQEWYWHrTm4eFqgAhH9dXnBlO40KLa7PnVr6GHWmh6V1iFIOKl6GR8Eh7f5DkLDApEROTLfGGjtAd33+GROQhNeV+MPQdr1qzBuHHj8O677za6rKkxHMTExGD79u3o3LnxUQonTpxAt27dHNooTRRFhIWFWcyraMjFixdRUlICg8G+D3PZg+AFvLk3AWg4KMgQUIYglCHIWFD3hCaQEQwJ2jq9FVroTSGkk1CCu8XTivkRobKEpwsyMKQiD0tiU5Cnsv193JLdmSGBiIgowC1evBhr1qyBVqtFSkoKlixZYnHO6NGj0bNnTxw7dgyjR4+GTqfD0KFDsWHDBotzk5KSMG3aNNPzlJQULFy4EHPnzkWPHj0wduxYlJWVYcOGDaiursbq1aut7rOQlJSE4OBg/PHHHzZ9T9OnT8fatWttOrc+DAhewhtXOjKyFhScQ4AOKuigQh6ujhGsJ3B8JbfGc6oDSBTKFYcGVxZgY86veDamI7aGtbC5Vg47IiIiCmxZWVkAgNLSUixdurTec5KSktCzZ0/k5ORAp9MBADZu3FjvuWlpaYqAAABz5sxBUlISVq5ciddeew0ajQYDBw7E4sWL0adPH6v3eP311+OTTz5BWVkZwsOtL9TiKAYEL+OtvQkAzDZaU3JtcFA6KMfiTn0aHheP4i7VGcWxaEmP5XnH8FVFPp6P6YBS0fZfbwYFIiKiwLRmzRqsWbPGpnOHDh1q9+pAkyZNwqRJk+x6be/evfHRRx/hwIEDGDx4sNXzZVnmKkb+xltXOmqI+U7NdR+uUA41Fkk98Dd9X1yWLVckuK38Ejbm/Io+lbbt32COKx4RERGRt5k5cya2bduGlJQUm85fs2YNJEmyfmIDPNaDYEsD2Fs/SXcXb+5NsJUrex12ynH4iz4NC1SHcIt4UXEszlCFVy8fxgZta7wSlQSd2LTZ/+xRICIiIm/RokULqysdOZNbAoK9n4bX9zpfbzA3lTfPTXBEfcHBntBQiGA8YrgeW6XzmKs6hEhBuWPgxNIL6FdZgAXNOuOYJqLJ1+dEZiIiIgo0Lh9i5OyhMsbhN+aPQBAI36v9Q5QEfC63xSj9UPwgNbc4mqyvQHrub5hRZPvmauY47IiIiIg8benSpXj66adRXV3d4DlVVVV4+umn8dxzzzlUl8sCgjsbtIHQeDYKlO/TqCmhIQehmGHoj2WGbqiUlb/aasi4r/gMVl/6DQnV5Q1coXEMCkREROQJ3333HebPn49mzZohKKjhfSU0Gg2aN2+OOXPmYOvWrXbX55KA4KlGbN2g4K+N6UAKRPVpLDDIELBOSsYY/RAclqIsXtu9qgTv5B7A2JILgJ2z+xkUiIiIyJ3Wrl2LmJgYPPjgg1bPfeCBBxAbG4v09HS763N6QPCGhmugNKAD5fu0pr6gkIkITDQMxquGTtDLymMhsoQnC0/hP1eOoLlBZ3e9DApERETkDnv37sVNN92E4GDL1RvrCg4Oxk033YS9e/faXZ/DASEQ5wN4G773NeoGBT1EvCxdg0mGQciSLTcVGVBZgI05+zGi/LJD9TIoEBERkStduHABycnJNp/fvn17XLx40fqJDWhSQIjOCMwJwr6CP48adXsTfpdjcKd+CN41JFmcGyXpsSzvGJ7JO4YIqeFJP7ZgSCAiIiJXEEWx0cnJdVVXV0MU7e8H4EZpfobBrUbd3oQKqPGM1B0z9f2QK4dYnH9L+WVsyNmPvnZsrmaOvQlERETkbK1bt8bhw4dtPv/w4cNo06aN3fUxIPgphoQadXsT9sgtMUqfhi+l1hbnxhmq8Mrlw3isIAPBksGhehkUiIiIyFlSU1OxdetWZGVlWT03KysLW7duxZAhQ+yuz2M7KZPr+esma01lDAnGjdiKoMFjhuuxVYrHfNUhRAnKLrsJpRcxqKIAxzXhKBfUKBNVKBdUFn+WiyqUmR0vv/qnLNSGEvOQwA3XiIiIyB4PPPAA0tPTMXbsWHzzzTdo3txy3ycAyMvLw7hx46DX63H//ffbXR8DQgCIOV4V8CEBqAkK5rs1fyW3wS/6WCxV/YbBonKicltDJdpWVNpVT7kgXg0SapwKCsP6iLY4FBxpCgsMCkRERNQUvXv3xsMPP4yVK1eia9euuO+++zBs2DC0bdsWAHD+/Hl8//33eP3113H58mXMnj0bvXv3trs+BoQAwZBQo25IuIRQzDL0w91yFh4TjyJUkByuI0yWECZLaC5VI1FfgbSKPLwd0Q6roxKgF0QGBSIiImqyF198ESEhIXj++eexdOlSLF26VHFclmWoVCo89dRTWLJkiUN1MSAEEA45qlE3JAAC3pXaY6/UAstVB9BDLHRqfSoA95acxcDKfCxo1hmZQTVLrnL4EREREdlKEAQsW7YMM2bMQHp6Ovbu3YucnBwAQHx8PAYNGoRp06ahQ4cODtfFgBCA2JtgOS8BALKgxd2GQegn5SFFKEY49NBCj3BBj3DUPiKCdQiXDAiTax4hsm29DtdUl2FtzgG8Gp2EDdo29c5VYFAgIiKixnTo0MHhHgJrGBACFHsTatTtTTBAxF65BfbKLRp+UXnNH9rkQgCASpZqwoJkQLhsMIWH7rpi3Ft8FkGovX4wZDxSeBqDK/KxKDYFuWrlkqvsVSAiIiJP84llTgs6awK+IesqXA7VcilUW5VmRqM0MxpFp2NRIgYhVx2CzKBwHAqOxL6QGLwRlYhpcT1xSh1m8do+uiJszNmP28pyAVmu5+pcKpWIiIg8wycCghFDgmtwczX7Q4KRMSyUZkYryk9otJgS3wvrI9qg7kAkrWzAovwTWJ73B6IMDe+OaAwKDAtERETkDj4VEACGBFdiSBAcDgoALIJClSDi39HJuL9Fd1xUBVucP7wiD+/l/IpBFflWr82QQERERK7mEwGhbsOVIcF12JvgeG+CUd1ehf0h0ZgY3xtfhLW0OLeZVI2VV47gqfyTCLWyizNDAhEREbmSTwQEgJ9uu1ugv9/OCglGxqBQJqqxqFlnPNGsCwpFyzUC7izLwTu5+9FdV9zo9TjkiIiIiFzFZwICUPvpdqA3Xt0l0N9rZ4cEoDYobAtrjrvir8eukFiLc9rpK7H60m+4vzALaitLqDIkEBERkbP5VEAgzwj0kOCqoHDmTEvMbt4VS2M6olxQ/lU0bq6WnnsQydVljV6LIYGIiIiciQGBbMLeBOeHBAAoPR2D9Ze64O743vhNE2lx3Li52sSS8xAaWA4VYEggIiIi52FAoCZxZ0gwH1LmDeHEVSEBAI5nt8LdZUPwSlQSqqGsJxgyZhdm4pXLhxCnr2zwGgwJRERE5AwMCNRkrmywNxYIvCEouGrIEQBIEPDfK90xvjqVm6sRERGRxzAgkN2c3WC39VqeDglAbVBwRWA4hijcWTEU72gb3lztORs2VyMiIiKyBwMCOcwZQcEbGv2OcHZYqIIKSwp6Y5p+QL2bq91YkYeNOb+iT2VBg9dgSCAiIiJ7MCCQ09jTyPeGYUPO5syg8LPcHH+pHIZPpLYWx5pL1XjxylEkVpc3+HqGBCIiImoqBgRyqqY0+P0tGNTlrF6FUgThaUMvPKS/wWJztVBZwrTis42+niGBiIiImoIBgVzCWlDw93BQlzOCwrdyK9yuG4YfQqIV5beUX250dSOAIYGIiIhsx4BALlU3KPjjkKKmcLRX4QpC8GhJX1SabaymhoxJJeeddYtEREQU4BgQyC0CPRjUx96gUIBgbAqPU5SNLstpdFUjgL0IREREZBsGBCIPsycovF7QFXqz56GyhPGlF6y+jiGBiIiIrGFAIPISTQkJFxCGr6Q2irLxpRcQKhmcfVtEREQUYBgQiLxIU0LCG4aOiufRkh6jy3Ksvo69CERERNQYBgQiL2NrSDiJSGyTlHMRJpWcg1quu/+yJYYEIiIiaggDApEPWy0pexHiDFW4pfyyh+6GiIiI/AEDAgUk46pK9T28ga29CAfkWPwixSrKphSfhSDLVl/LXgQiIiKqDwMCBRRbQoC3BAZbQ8IbdXoR2usrMKQizxW3RERERAGAAYECgiONfU/2MtgSEnbILXFCjlCUTSs5B7AXgYiIiOzAgEA+ydZGuqsa9O4MDNZDgoDVdVY0uraqBL11RTZdnyGBiIiIzDEgkF9y9yf9rg4L1kLC13JrnJNDFWXTSs655F6IiIjIvzEgEDmZq8JCYyHBABHpUgdF2YDKAqRUldp0bfYiEBERkREDAvmsxhrgBZ01bryThjk7KDQWEj6W2iFPVn7fU4vP2nxthgQiIiICGBDIjxV01nhNUHCmhkJCJdRYJ7VXlI2suILHCjIQLBnccWtERETkBxgQyKfZ8um8N4QEdw032iAloUxWKcomlF7E+twD6KorsXpd9iIQERERAwIFBH/sTagvJBRDg5cly0Z+kr4Cb146iJlFZ6CSpUavy5BAREQU2BgQyOc15dN5T4YEV6xwVF9IeFtKxjOGa1EhK/96qwH8rTgbb1z6HQnV5Y1ed0t2ZwYFIiKiAMWAQAHH33oTLEOCgHel9rhTn4bfpWiL86+tKsE7uQcwtuSC1c3UGBSIiIgCDwMC+QV7Pp33REhw5z4JWdBikmEQXjakQC8rj4fIEp4sPIX/XDmC5gad1eszJBAREQUOBgTyG74SElylvpCgh4hXpc6YaBiM03K4xfEBlQXYmLMfN5Vftnp99iYQEREFBgYECnjuHnLkyh2eG1rd6LAcjTv1Q7DekGRxLErS49m8Y1icdwxaSW+1DmNQYFggIiLyT2pP3wCRM8Ucr7K7sV/QWePSxru7RGQKKEm2nFtQCTWWSt2xXY7DMtVBtBSUQ4tuLb+M3roiLIpNwc8hMTbVZS0kjEw4bvuNExERkVdgQCAyYwwXrg4KjgQZWzQUEgBgj9wSf9EPxQLVIdwqXlAcizNU4dXLh7FB2xqvRCVBJ6rqvYatGCCIiIh8DwMC+R1nNL79oTehsZBQBA1mG3rjeykO81WHECkohxZNLL2APiXFWBjfCcc1Wpfdoy3DlBgiiIiI3IsBgagB7upNcKXGQgIg4Eu5LX7VN8My1UEMEK8ojnYUSpGecxCroxOwNqIdDEL98xtcjSGCiIjIvThJmfySMxv1rhoK5C3BIwehmGHoj6WGbqiss7lakCDj70VnsCr7CNpWV3joDq3jxGkiIiLnYUAgsoEvL4fa0MpG5mQIWC8lY4x+CI7IURbHe4oFeOfiAdyWVWh1czVPY1ggIiJyDAMC+S1nf0LvipDgrl4EW0ICAGQiAhP1g/GaoRMMdXJAmGDAItUhvJB9As0M3tH7YQ2DAhERUdMxIJBfizle5RPDjdzB1pBQDRH/ka7BPYZBOFPP5mpp4iVsOL8fA06XO/sWXYa9CkRERLZjQKCA4Myg4OyQ4M65CLaGBAA4KMfiTv0QbDQkWhyLEarxH/WvmHPmNJBpGSK8GcMCERFR47iKEQUU88a4N/UGGO/LHffU+MpGSuVQY5HUA9vlODyj+g0t6myuNlo8h75CHv55uid+lptbvF6bXOiMW3YZY0jgKkhERES1GBAoYNX95N4bAoOrN1AzMvYk2BoUdshx+Is+DYtUv2OkmKM41lqowBrVD1gjJePf0jWoQu3maqWZ0TbfkyfDhHlvAsMCEREFOgYEoqu8JTB4a29CIYLxD8MNGCWdwxzVYUSYba4mCsC9qkxMFLNQiiCUQV3zkNUoNfu6DGqUQ40yqEzPTY9Ms3OhRhVEAILbgwPDAhERBToGBKIGeDowuCsoNK03QcAmuR1+vrq5Wj8xT3E0VJAQCh1aQGc83W7VslATKLLNA4YKunAZ5YIKZaIK5YIa5aIKZYIK5aLKrFyFKyoNctQh9t8AasICQwIREQUaBgQiG3lqYzN3DzsCrIeFCwjDdMMATJEzMVs8Bo0gOf1+ggQZ0ahGNKprCoy314T92n7XRGBJbCecDrJ/IjXnKRARUaDhKkZEPsDZy7VaE5EpmB4NkSHgbakDxupT8ZsU7bZ7a4oeVSVYl3MAd5Wch+DgBm9c9YiIiAIFexCIfIg75ycYWetZOIlI3GVIRRtDOVoIlQiDHuHQIxwGhAvGr68+rj7XQl9zXp3jKgeGJDUkGDIeLcxEakU+FsWm4JI62O5rccgREREFAgYEIh/krmFHdTUWFs4jDOflMOULmvShvYwQGGqCxdXAoBWqEQ5DbegQLMOGKXCYPY+AHsF1hj311RViQ85+LI/pgC3hLZv4nddiSCAiIn/HgEDkozzRm2CuKXMWbCOgEmpUQo08XP2Uv+5lbaxGAwMeEY9hmipTUR4p67E0/ziGVOZjRXQHFKuC7LpTzksgIiJ/xjkIRD7OU5OnzdkyZ8GdqqDCcqkbpuv746JsuZLRzeWXsSF3P/pWFjhUD+clEBGRP2JAIPID7p7E3BhvCgs/yi0wSj8Un0ltLI61NFThlcuH8WjBKQRLBrvrYEggIvJt58+fx8qVKzFy5EgkJCRAo9EgPj4eY8aMwb59+yzOP3jwIJ5++mncfPPNaNGiBQRBwNChQ63W8+6776Jv374IDw9HTEwMbrvtNvzyyy8u+I4cx4BA5Ee8KSgAyrBQ9+EuJQjCk4beeER/PQplyyFFd5VewLrcA7imqsTuOhgSiIh818svv4xHHnkEmZmZGDFiBB599FEMHjwYmzZtwsCBA/H+++8rzv/000/x7LPPYvv27YiPj7epjmXLlmHSpEnIzc3Ffffdh/Hjx2PPnj0YNGgQtm/f7oLvyjGCLFtf+6+4uBhRUVEYdONCqB3ceIiI3MtTcxTs5Zz5DPVriQosVf2GweJli2N6CFgdmYC3I9vBINgXYDgngYjcSVdajf8O/gRFRUWIjIz09O0oGNuOD+6+A8Fa++Z72aup78vHH3+MFi1aIDU1VVG+a9cu3HjjjYiIiMCFCxcQHFwzP+7IkSPQ6XTo3r078vLy0KpVK6SlpTXY0D958iS6du2K5ORk/PTTT4iKijJdp2/fvmjVqhWOHTsGtdp7pgazB4HIzxl7FbypZ6ExruxxuIRQzDL0wzOGa1EhK//5U0PG/cVn8Pql39C2ugm7sZlhTwIRke+58847LcIBAKSmpmLYsGHIz8/HoUOHTOXdunVD7969ERRkW/BJT0+HXq/HnDlzTOHAeJ0pU6bg1KlT2Lp1q+PfiBMxIBAFEF8LC+acFxQEvCu1xxj9EBySoiyO9qgqwbu5+3FH6UXAjs3VGBKIiPyHMQQ48um+sWdh5MiRFsduvvlmAMCOHTvsvr4rMCAQBShfDQvO6lU4jQjcbRiMVwwp0MvKa4XKEp4uyMBLV46gmaHp7w9DAhGR78vOzsZ3332H+Ph4dO/e3e7rnDx5Elqttt75Cp06dTKd400YEIjI58OCvfQQ8V+pMyYZBiFLDrc4PriyABtzfsXQ8itNvjZDAhGRZxUXFyseOp3O5tdWV1dj8uTJ0Ol0WLFiBVQqld33UVRUpBhaZM44R6KoqMju67uC98yGICKv4OkN2OxhDAn2TnD+XY7BnfoheEI8irtUZxTHoiU9ns/7A59XxOHFmGSUibb/s8ldl4ko0N0VvQ/aCPd+Hl2qlvBfAO3atVOUL1iwAAsXLrT6ekmScO+992Lnzp2YNWsWJk+e7Job9WIMCERUL18OCkDTw0IF1Fgk9cA2OQ5LVL+hhaD8pOn28lxcryvEwtjOOBBS/ydB9eGuy0REnnH27FnFKkbGVYgaI8syZs2ahfXr1+Oee+7BqlWrHL6PqKioBnsIiouLTed4Ew4xIqJG+dqwIyN7hx/tlOPwF30atkiWY0VbG3RYdfl3PFh4GkGy1KTrcsgREZF7RUZGKh7WAoIkSZgxYwbeeustTJw4EWvWrIEoOt5U7tSpE0pLS5GTk2NxzDj3wDgXwVswIBCRVb44P8HInknNhQjGPww34J/6niiVlR2tIoCpJefwRu5vCJf0TboXhgQiIu8kSRJmzpyJ9PR0TJgwAevWrXNo3oG5tLQ0AMCWLVssjm3evFlxjrdgQCAim/lqSDBqWo+CgE1yO4zSp+FnKdbiaNfqUtxflNXke2BIICLyLsaeg/T0dIwbNw7r1693WjgAgOnTp0OtVmPp0qWKoUZHjhzB2rVr0aFDBwwfPtxp9TkD5yAQUZPEHK/yqXkJdUVkCk2an3ABYZhmGIipciYeFo9BI9QOLRpVlos3IhNQqGra+8HJy0RE3mPx4sVYs2YNtFotUlJSsGTJEotzRo8ejZ49ewIAjh07hueeew4AUFFRYSqbNm0aAKB58+Z44YUXTK9NSUnBwoULMXfuXPTo0QNjx45FWVkZNmzYgOrqaqxevdqrdlEGGBCIyA7+EBIA2ycySxCQLnXAj1JzvKfehSCh5nUhsoTxpRfxelRik++BIYGIyDtkZWUBAEpLS7F06dJ6z0lKSjIFhJycHLz99tuK47m5uaayxMRERUAAgDlz5iApKQkrV67Ea6+9Bo1Gg4EDB2Lx4sXo06ePc78hJxBk2fpWocXFxYiKisKgGxdCrQ5xx30RkY/w5aAANH21o2dVBzBaPGd6XiiqcXurvqgU7euOZkggInvpSqvx38GfoKioSLFajzcwth13H27t/mVOSyQMvvaCV74vvoJzEIjIIYE1LwF409BR8Txa0mN0meXKFLbinAQiIvI2DAhE5LBACgkZiMA2KU5RNrHgIlRNXPaUiIjIWzEgEJFTBFJIeEPqoHjeWqjAkKxyu+tmLwIREXkTBgQichpf3i8BsD0k7JdjcUCKUZTNUGWgNNP+nTAZEoiIyFswIBCR0/l/SBDwhqSci9BZKMEQ4RJKM6PtrpshgYiIvAEDAhG5hL+HhG1yHDJkraJsppgBAAwJRETk0xgQiMhlfHnIkbWQIEPAWwblXIQ+Yj6uEwocrpshgYiIPIkBgYhczldDgjVfyG2RIyv3hpnhhF4EoCYkMCgQEZEnMCAQkVv4Ykiw1otQDRFvS8mKshuFHCShFIDjIQFgUCAiIvdjQCAit/HHkPC+lIhiWW16LgrADNUp03NnhASgNigwLBARkasxIBCRW/nivITGQkI51NggJSnK/iKcQwtUmp47KyQYMSgQEZErMSAQEdmgsZCwTkqGTq7951QjSJgqZirOcXZIANzXq8DeCyKiwKK2fgoRkXMVdNZ4+hbsEpEpoCRZtijPQzA+kdrhLtUZU9kE8QxWSZ1QiiBTWWlmNLTJhS65N2PjfWTCcaddy9ZjzqiTiIi8BwMCEbmVr4YDo4ZCQrrUAePEM1Bd7WjQCnrcJZ6x2FDN1cwb8LY23B3tGWBoICLyLwwIROQ2vh4OGpONcGyRW+FW4aKpbIqYibVSe1RBZSpzZS9CXY31KrhjWFJdDA1ERL6BAYGI3MKfw4HRm1JH3CrWBoQWgg5/Ec7hQznRg3dV01jvUFWGQZX5ECGjXFDhz2IuygQVykUVyoWaR5lY+6dBcP4UtbqhgYGBiMg7MSAQkcv5Uziob3iR0RE5Gj9IzTFAvGIqu1d1Ch/rEyChdpKzO3sRAKCrrgSrLv+OUFmy+TU6CFfDg9oUHMpFlTJUKJ6bnWcWNoznyoLlJG97hkMREZHrMSAQkUv5UziwxRtSB0VAaC+U4UYhB9/KrTxyPypZwryCE00KBwAQDBnBkh4x0AMGx++jXBCvBge1KThcUIXgE208DgVHOnWSNREROYYBgYhcJtDCAQDslVvgqByJrkKxqWyGmIFvDfGAB3oR7i45j47V5S6vx5owWUKYLKG5VG0qux5F+FN5LtZHtMWqqERUCyJ7FYiIvAD3QSAilwjEcFBDa6csJQAAEhNJREFUwJsG5cpF14mF6CPkuf1OWukr8dfibEVZrkqDX4Oj8EeQFmfUobgiBqHcBfMNbCUCmFJyDmtyD6JDVZniGPdfICLyDPYgEJHTBW44qLFZboWH5TC0E2o/uZ8pnsLPhuaK81zaiyDLeLzgFELMhhZJAJ5s1gVHgiMtThdlGaGyAWGSAWGyAeFX/6z9Wo8wyYBws3PqPjc/LxgNz9WoT0p1GdbmHsAr0UnYoG1jMWeBPQtERO7DgEBE5GQGiFgjJWOe6rCpbIh4CSmGYpyAZePcFYZV5CG1Ml9R9pG2Vb3hAAAkQUCZoEaZ6Jz/FlSyZAoZ5mHDGCraVVfgnpJz0JgFCQ1kPFJ4GoMr8rEotjNy1cH1XpvzFYiIXIsBgYicKtB7D4w+ltrhAfEEYoUqU9kMVQaeNPR2ed3hkh6PFZ5SlF0Rg/BKVJLL6zYyCCKKVSKKzXaSrmtLWAs8k38MnerMkeijK8KGnF+xPKYjNoe3bPj17FUgInIJzkEgIqdhOKhVCTXekdorym4TLqA1lI3h0sxop9d9X9EZtDRUKcr+FdPB4d6B0sxoq4+mOKUJx9S4XlgX0QZ111iKkA1Ykn8cS/KOIcJsYnNDOFeBiMh5GBCIiFzkXSkJ5XLtLspqQcZUMdOldV5TVYJxpRcUZT+ExODb0OYNvKJ+9jb+m/q6akHEf6KTcX+L7rioshxSdHP5ZWzI2Y++lQU21c+QQETkOAYEInIK9h5YKoQGH0oJirKxYjaiofx031m9CKIs46n8DKjMyioFEctjOgD1bFRmXr8jPQHW2HL9/SHRmBjfG1+GWQ4pijNU4ZXLhzG74BSCJeubMjAkEBE5hgGBiMiF3paSoZdrG+dhggF3i1kuqWtc6QV0rS5VlL0Z2Q7n1aEW57oqDNiqvtBQJqqxsFln/LPZNSiqZzjUxNILWJt7EClVpfVcUYlDjoiI7MeAQEQOC5Teg5Lkpi3dCQAXEIav5NaKskniaYRA76zbAgC00OtwX9EZRVmmOgzrI9oqyjwZCqwx3tv3YS0wMa43fgiJtjgnWV+ONbkHMbX4LETZ+s+DIYGIqOkYEIiIXKzuxmmxQhXuFM8qyhxttD9aeApaWTn85tnYjtBf3QTNm4NBXaWZ0TidHYd/NL8Wz0cno7LORm5BkPFgURZWXfodrfWVVq/HkEBE1DQMCERENrCn98DoBCKxU1KOrZ8hnkKrOisa2WtQRT5urFDu1LwpPA4Hg6N8KhjUVXI6Bm9d7obJcb3wR5DW4nivqmK8k7Mffy7LBaz0JnDIERGR7RgQiMhhMcerrJ/k4yIyG57ka4s3pA6K562FCnyq3oHJYiaGCjnoI1xBQiaQUF2OZoYqhEoGq41eAAiRDHiiIENRViCq8XJUe58NBnUdPtsaE8rT8GZkO9SdoqyVDViQfwIr8v5AlMG25VCJiKhx3CiNiMhGEZmC3T0JP8vNcECKQS+xdrnOSEGPp1VHlCfm1H4pyUC5qKp5CDWPMuPXogplggpjy3JQ1/Kqa3H+TAu77tNbVUPEC3k9sbdNDBblnUBbg3Jo0bCKPPTQFWNxbAr2hsY2eq0t2Z25sRoRUSMYEIiI3ELAk4ZeWCPsRWvB+rh5ABCFmk/ItQbrS3sa7ZOaYZPc1vqJTtJYz4ojw7Iasvd8IkahDeZF78foslzFsWZSNf595Qg+DG+Ff0e3R6WoauAqtT0JDApERJY4xIiIqAkcGWp0FuEYrR+Kz6Q2TryjWlWygEWG7gAcGw5lTUSmYHrYep6jQ7TMlUONpwr74kH9DSioZznUsWUXsT73gM3LoRIRkRIDAhFREznS2C1BEJ409MYD+j7YLrXECTkC5+VQFMpBqJIda0SvklJwGhEOXcMaR753Z4YEAPheboXbdcOxXbLcXC1RX4GXLx9GuGR9OVmGBCIiJQ4xIiKygyPzEQBgqxyPrYZ4i/IgGBAOPcKNfwr6q8/1DT5XQ8ZPcjO8JyU68i01ytmNe2fJQzDuN/TF5GbH8EhhJkJlyXQsVqpGgr4Cf2ishyYOOSIiqsWAQETkRaqhQiFUKDQW1M0gzh/W3yhnBwNHg1X9BGwOa4EZxdkINdSuqJUnBuFkULiT6yIi8n8cYkREZCdv/VTdGZw9b8DV7is6gziDcrndf0UnmzaKIyIi2/FfTiJyikDYC6E+vtSItpWvfU9dUYjxpRcUZT8GR2NLWNOWeuXwIiKiGgwIREQO8rUGdX1csdpQY3U5iwgZi1S/w3xBUx0ELI/pCAi+/3MhIvIEzkEgIgpgvh5u7hZP41qxSFH2VmQCzgWFeuiOiIh8HwMCEZETuGbyrWv4eigwaokK/ENUDgvKVIdiXaT7NoojIvJHDAhERE5ibHh7Y1DwtlDgjED1tOoItIJyn4PnYjqh2o6JyZx/QERUiwGBiJwm5ngVCjprPH0bHle3Me7JwOBtwcBZhgq5uFm8qCj7LDwOB0KiPHRHRET+gwGBiJyKIcGSOwODvwYCc6HQY57qkKKsQFTjP1HtPXRHRET+hQGBiJyOIaFxzgoMvh4G7B1m9IB4Aq2FCkXZv6OTUaQKctatEREFNAYEInIJhgTbWQsMvh4EnKkzijBVzFSU7ZOa4cuwlh66IyIi/8OAQETkZQIpEDSlF0G4uueBWqg9v0oWscjQHRAMdt8DJygTESlxozQicplA3V2ZXGOCeAbXiYWKstVSR5xGhGduiIjITzEgEJFLMSSQMzRHJR4R/1CUZcnheF3q6KE7IiLyXwwIRORyDAnUGFuGVP1TdQSRdfY8WGTojiqoXHVbREQBiwGBiNyCIYEaYm0OwiDhEv4kXlCUbZLa4ke5hStvi4goYDEgEJHbMCRQU4VAjwV19jwolIOwwtDVKdfnBGUiIksMCETkVgwJZM5a78F94km0E8oVZS8YuiIfwa68LSKigMaAQERux5BAgPVw0BEluFc8pSj7RYrFx3I7RZk2udDZt0ZEFNAYEIjIIxgSApu1cCBAxkLVbwgy2/OgWhawyNADMpyzTwSHFxER1Y8BgYg8hiEhMNmyMdoYIRvXiwWKsjelDsios+cBew+IiJyPAYGIPIohgeqKhQ6PqpR7HmTLYVglpSjKGA6IiFyDAYGIPI4hIXDY0nvwpOoIooVqRdliQ3fozPY8cDQccHgREVHDGBCIyCswJPg/W8LBAOEy/iKeV5R9KbXGHrml6Tl7DoiIXIsBgYi8BkOC/7IlHGhgwPw6ex4Uy2o8Z+jmqtsiIqJ6qD19A0RE5sxDQkFnjQfvhNztr2IGkoQyRdm/pC64ghDTc2f0HnB4ERFR4xgQiMhrMSz4B1t6D9qjBLPEk4qyg1IM3pcSTc85tIiIyD04xChAsHFFTeGNvy8xx6tMD/IdtoQDQMZC1SFozPY80MsCFpjtecBwQETkPuxBCADGxp55o4+NLLLG+Pvijb8rgdyz0NjPw9veC9vCATBaOIe+Yp6i7G0pGScQCcC54YDDi4iIrGMPgh8r6KxpsMHQ2DEKbHV/L7z99yTQehW8/efRVNHQ4QnVEUXZeTkUr1zd84A9B0RE7sceBD9layPCmz8lJu/hC78ngdyr4I1s7T24XzyJmDp7Hjxj6I4KqBkOiIg8hD0IfsbengH2KBBgvWHtK78j/j5fwVd+Dra4Xsy3KNshx7kkHHB4ERGRbRgQ/IgzGg0MCmSNr/2O+GtQ8KWfQWMOSdEWZWHQozTTspyIiNyDAcGPOLMRZGwE+ksjhKxr6s/a1343/L1XwdtEZAo2nfe2lAypzmikceIZF9wRsCW7s0uuS0TkbxgQ/AwbQOROvhoizcOCL/998cX3vq4saLFVjlOUTREzoYbkkl4EhgQiIusYEPyUsxo9vtx4Ivfx9YaqL4cFb37vbe1FeFPqqHjeWqjErcIFAGBIICLyAAYEP+Zog8cXG0tkH85fqeUvvQu+5KAci1+lGEXZDFUGANtWQrIHQwIRUcMYEAIAGzrkTv4QEsz5Qljw5nBmay/CW3V6EToLJRgsXAbgml4EgCGBiGqcP38eK1euxMiRI5GQkACNRoP4+HiMGTMG+/btq/c1xcXFmD17NhITExEcHIzExETMnj0bxcXFDdbz7rvvom/fvggPD0dMTAxuu+02/PLLL676thzCgBBAmtLA8ebGEDmXKxqW3txgdQR7F1xnmxyHTDlcUXaveMr0NUMCEbnKyy+/jEceeQSZmZkYMWIEHn30UQwePBibNm3CwIED8f777yvOLysrQ1paGl566SV07twZjzzyCLp27YqXXnoJaWlpKCsrs6hj2bJlmDRpEnJzc3Hfffdh/Pjx2LNnDwYNGoTt27e76Tu1HTdKCzDGRk1jjTc2fMhZCjpr/Pr3yRXfmz8Gq4hMwerGaTIEpBs64Bn176ayAeIVdDUU4iiiXXp/W7I7c48EogDWt29f7Ny5E6mpqYryXbt24cYbb8T999+PUaNGITg4GACwYsUKHDx4EE888QSWL19uOn/BggVYvHgxVqxYgUWLFpnKT548iQULFiAlJQU//fQToqKiAAAPPfQQ+vbti5kzZ+LYsWNQq72nWc4ehADVUMPGnxtzVD9Xfxrur70JrhLIPRSfyW1xWQ5WlM1Qub4XAWBPAlEgu/POOy3CAQCkpqZi2LBhyM/Px6FDhwAAsizjjTfegFarxfz58xXnP/XUU4iJicGbb74JWa79UCQ9PR16vR5z5swxhQMA6NatG6ZMmYJTp05h69atLvru7MOAEMDqNkICsUFCtfjz9z7+FBZsmYtQBRXWSu0VZTcLF9AWtd313ECNiNwpKCgIAEyf7p88eRIXLlzAoEGDEB6uHBYZEhKCIUOG4Pz588jIyDCVG4cQjRw50uL6N998MwBgx44drrh9uzEgkN80QMhxrvpd4O+X4wLl7+l7UhLKZJXpuUoApomZbqmbvQhEZC47Oxvfffcd4uPj0b17dwA1AQEAOnXqVO9rjOXG84xfa7VaxMfH23S+N2jSYCeDXueq+yAiLxJxpBKFHZ0zLCg6owp6p1yJgJqfjZGzfkbuEvYHUNq+8bkIRQDeFlrhHlWWqewmORP/NiSgCDXDj4qPhiA8qcgl9/j1sSQMb+td/1ETNaSqrNrTt2BVWanksTrrrigUHBxsmkdgTXV1NSZPngydTocVK1ZApar54KKoqObfHvOhQuYiIyMV5xm/btmypc3newObAoJxuacfdzzr6vshIm/xvadvgKzy05/R7KsPpZ1uq/+o22oiclx8fDw0Gu/7sMDYdry5f45H6tdqtWjXrp2ibMGCBVi4cKHV10qShHvvvRc7d+7ErFmzMHnyZBfdpfeyKSCEhITg9OnTqKry/+5tIiIiIl+h0WgQEhLi6duw4Om2oyzLEATl3Cdbeg9kWcasWbOwfv163HPPPVi1apXiuLHnoKFP/I29FuY9DFFRUU063xvYPMQoJCTEK38BiYiIiMj7+FrbUZIkzJw5E+np6Zg4cSLWrFkDUVRO17U2Z6C+OQqdOnXCDz/8gJycHIt5CNbmNHgKJykTERERUUAzDwcTJkzAunXrTPMOzHXq1AmtW7fGnj17LDZEq6ysxM6dO9G6dWt07Fi7O3xaWhoAYMuWLRbX27x5s+Icb8GAQEREREQBS5IkzJgxA+np6Rg3bhzWr19fbzgAAEEQMHPmTJSWlmLx4sWKY88++ywKCgowc+ZMxfCm6dOnQ61WY+nSpYqhRkeOHMHatWvRoUMHDB8+3DXfnJ0E2XwnByIiIiKiALJw4UIsWrQIWq0W//jHP+rd0Xj06NHo2bMnAKCsrAyDBw/GwYMHMWLECFx//fX47bff8PXXX6Nnz57YvXu3xR4JS5cuxdy5c5GQkICxY8eirKwMGzZsQEVFBTZv3oxhw4a541u1GQMCEREREQWsadOm4e233270nPT0dEybNs30vKioCIsWLcKHH35omlswduxYLFiwoMEJx++88w5WrlyJI0eOQKPRYMCAAVi8eDH69OnjzG/HKRgQiIiIiIjIhHMQiIiIiIjIhAGBiIiIiIhMGBCIiIiIiMiEAYGIiIiIiEwYEIiIiIiIyIQBgYiIiIiITBgQiIiIiIjIhAGBiIiIiIhMGBCIiIiIiMiEAYGIiIiIiEwYEIiIiIiIyIQBgYiIiIiITBgQiIiIiIjI5P8BRT3sIf7xTAoAAAAASUVORK5CYII=", + "image/png": "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", "text/plain": [ "
" ] @@ -1006,11 +989,6 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, "language_info": { "codemirror_mode": { "name": "ipython", @@ -1021,7 +999,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.13" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/examples/Example_Updraft_Tracking/Example_Updraft_Tracking.ipynb b/examples/Example_Updraft_Tracking/Example_Updraft_Tracking.ipynb index d34c38d0..22e2a642 100644 --- a/examples/Example_Updraft_Tracking/Example_Updraft_Tracking.ipynb +++ b/examples/Example_Updraft_Tracking/Example_Updraft_Tracking.ipynb @@ -31,10 +31,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:02:00.933399Z", - "iopub.status.busy": "2023-08-15T16:02:00.932858Z", - "iopub.status.idle": "2023-08-15T16:02:09.931166Z", - "shell.execute_reply": "2023-08-15T16:02:09.929721Z" + "iopub.execute_input": "2023-12-08T16:47:11.861170Z", + "iopub.status.busy": "2023-12-08T16:47:11.860847Z", + "iopub.status.idle": "2023-12-08T16:47:16.817185Z", + "shell.execute_reply": "2023-12-08T16:47:16.816147Z" } }, "outputs": [], @@ -56,34 +56,18 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:02:09.935636Z", - "iopub.status.busy": "2023-08-15T16:02:09.934747Z", - "iopub.status.idle": "2023-08-15T16:02:11.835347Z", - "shell.execute_reply": "2023-08-15T16:02:11.834453Z" + "iopub.execute_input": "2023-12-08T16:47:16.821042Z", + "iopub.status.busy": "2023-12-08T16:47:16.820600Z", + "iopub.status.idle": "2023-12-08T16:47:18.885722Z", + "shell.execute_reply": "2023-12-08T16:47:18.884968Z" } }, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jonesw/python/tobac/tobac/utils/internal.py:448: UserWarning: Numba not able to be imported; periodic boundary calculations will be slower.Exception raised: ModuleNotFoundError(\"No module named 'numba'\")\n", - " warnings.warn(\n" - ] - }, { "name": "stdout", "output_type": "stream", "text": [ - "using tobac version 1.5.1\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jonesw/python/tobac/tobac/utils/internal.py:448: UserWarning: Numba not able to be imported; periodic boundary calculations will be slower.Exception raised: ModuleNotFoundError(\"No module named 'numba'\")\n", - " warnings.warn(\n" + "using tobac version 1.5.2\n" ] } ], @@ -98,10 +82,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:02:11.880430Z", - "iopub.status.busy": "2023-08-15T16:02:11.880023Z", - "iopub.status.idle": "2023-08-15T16:02:11.885297Z", - "shell.execute_reply": "2023-08-15T16:02:11.884620Z" + "iopub.execute_input": "2023-12-08T16:47:18.935589Z", + "iopub.status.busy": "2023-12-08T16:47:18.935302Z", + "iopub.status.idle": "2023-12-08T16:47:18.941576Z", + "shell.execute_reply": "2023-12-08T16:47:18.939984Z" } }, "outputs": [], @@ -127,10 +111,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:02:11.888449Z", - "iopub.status.busy": "2023-08-15T16:02:11.888207Z", - "iopub.status.idle": "2023-08-15T16:02:11.892040Z", - "shell.execute_reply": "2023-08-15T16:02:11.891444Z" + "iopub.execute_input": "2023-12-08T16:47:18.947626Z", + "iopub.status.busy": "2023-12-08T16:47:18.947316Z", + "iopub.status.idle": "2023-12-08T16:47:18.950590Z", + "shell.execute_reply": "2023-12-08T16:47:18.949880Z" } }, "outputs": [], @@ -143,10 +127,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:02:11.894872Z", - "iopub.status.busy": "2023-08-15T16:02:11.894612Z", - "iopub.status.idle": "2023-08-15T16:02:11.904233Z", - "shell.execute_reply": "2023-08-15T16:02:11.903396Z" + "iopub.execute_input": "2023-12-08T16:47:18.956631Z", + "iopub.status.busy": "2023-12-08T16:47:18.956272Z", + "iopub.status.idle": "2023-12-08T16:47:18.968007Z", + "shell.execute_reply": "2023-12-08T16:47:18.966442Z" } }, "outputs": [], @@ -178,10 +162,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:02:11.910146Z", - "iopub.status.busy": "2023-08-15T16:02:11.909846Z", - "iopub.status.idle": "2023-08-15T16:02:11.916777Z", - "shell.execute_reply": "2023-08-15T16:02:11.915951Z" + "iopub.execute_input": "2023-12-08T16:47:18.976201Z", + "iopub.status.busy": "2023-12-08T16:47:18.975089Z", + "iopub.status.idle": "2023-12-08T16:47:18.982415Z", + "shell.execute_reply": "2023-12-08T16:47:18.981685Z" } }, "outputs": [], @@ -195,10 +179,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:02:11.920661Z", - "iopub.status.busy": "2023-08-15T16:02:11.919937Z", - "iopub.status.idle": "2023-08-15T16:02:12.887087Z", - "shell.execute_reply": "2023-08-15T16:02:12.886210Z" + "iopub.execute_input": "2023-12-08T16:47:18.985905Z", + "iopub.status.busy": "2023-12-08T16:47:18.985647Z", + "iopub.status.idle": "2023-12-08T16:47:19.620597Z", + "shell.execute_reply": "2023-12-08T16:47:19.619528Z" } }, "outputs": [], @@ -212,10 +196,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:02:12.890929Z", - "iopub.status.busy": "2023-08-15T16:02:12.890614Z", - "iopub.status.idle": "2023-08-15T16:02:12.979036Z", - "shell.execute_reply": "2023-08-15T16:02:12.978051Z" + "iopub.execute_input": "2023-12-08T16:47:19.623692Z", + "iopub.status.busy": "2023-12-08T16:47:19.623446Z", + "iopub.status.idle": "2023-12-08T16:47:19.693022Z", + "shell.execute_reply": "2023-12-08T16:47:19.692373Z" } }, "outputs": [ @@ -270,7 +254,7 @@ " margin-top: 7px;\n", " }\n", "\n", - "
Surface Precipitation Average (mm h-1)time12021-05-26 15:56:232021-05-26 15:56:2358862.28366671851.50890971851.50890958862.28373271851.50912771851.50912739.893281-100.858070
12021-05-26 15:56:152021-05-26 15:56:2358862.28366671851.50890971851.50890958862.28373271851.50912771851.50912739.893281-100.858070
\n", + "
\n", " \n", "\n", "\n", @@ -432,7 +416,7 @@ " margin-top: 7px;\n", " }\n", "\n", - "
W (m s-1)time
\n", + "
\n", " \n", "\n", "\n", @@ -567,10 +551,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:02:12.981793Z", - "iopub.status.busy": "2023-08-15T16:02:12.981562Z", - "iopub.status.idle": "2023-08-15T16:02:12.985300Z", - "shell.execute_reply": "2023-08-15T16:02:12.984557Z" + "iopub.execute_input": "2023-12-08T16:47:19.696091Z", + "iopub.status.busy": "2023-12-08T16:47:19.695775Z", + "iopub.status.idle": "2023-12-08T16:47:19.699796Z", + "shell.execute_reply": "2023-12-08T16:47:19.699168Z" } }, "outputs": [], @@ -598,10 +582,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:02:12.988489Z", - "iopub.status.busy": "2023-08-15T16:02:12.987974Z", - "iopub.status.idle": "2023-08-15T16:02:13.014787Z", - "shell.execute_reply": "2023-08-15T16:02:13.009664Z" + "iopub.execute_input": "2023-12-08T16:47:19.703347Z", + "iopub.status.busy": "2023-12-08T16:47:19.702820Z", + "iopub.status.idle": "2023-12-08T16:47:19.723976Z", + "shell.execute_reply": "2023-12-08T16:47:19.723117Z" } }, "outputs": [], @@ -615,10 +599,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:02:13.018357Z", - "iopub.status.busy": "2023-08-15T16:02:13.017966Z", - "iopub.status.idle": "2023-08-15T16:02:13.022217Z", - "shell.execute_reply": "2023-08-15T16:02:13.021544Z" + "iopub.execute_input": "2023-12-08T16:47:19.727728Z", + "iopub.status.busy": "2023-12-08T16:47:19.727463Z", + "iopub.status.idle": "2023-12-08T16:47:19.731360Z", + "shell.execute_reply": "2023-12-08T16:47:19.730497Z" } }, "outputs": [], @@ -639,10 +623,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:02:13.025605Z", - "iopub.status.busy": "2023-08-15T16:02:13.025358Z", - "iopub.status.idle": "2023-08-15T16:02:18.681129Z", - "shell.execute_reply": "2023-08-15T16:02:18.680509Z" + "iopub.execute_input": "2023-12-08T16:47:19.735442Z", + "iopub.status.busy": "2023-12-08T16:47:19.735203Z", + "iopub.status.idle": "2023-12-08T16:47:23.069653Z", + "shell.execute_reply": "2023-12-08T16:47:23.068852Z" } }, "outputs": [ @@ -679,10 +663,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:02:18.685190Z", - "iopub.status.busy": "2023-08-15T16:02:18.684887Z", - "iopub.status.idle": "2023-08-15T16:02:18.688609Z", - "shell.execute_reply": "2023-08-15T16:02:18.687871Z" + "iopub.execute_input": "2023-12-08T16:47:23.072798Z", + "iopub.status.busy": "2023-12-08T16:47:23.072541Z", + "iopub.status.idle": "2023-12-08T16:47:23.076018Z", + "shell.execute_reply": "2023-12-08T16:47:23.075407Z" } }, "outputs": [], @@ -697,10 +681,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:02:18.693017Z", - "iopub.status.busy": "2023-08-15T16:02:18.692621Z", - "iopub.status.idle": "2023-08-15T16:05:22.195666Z", - "shell.execute_reply": "2023-08-15T16:05:22.192844Z" + "iopub.execute_input": "2023-12-08T16:47:23.079221Z", + "iopub.status.busy": "2023-12-08T16:47:23.078971Z", + "iopub.status.idle": "2023-12-08T16:50:37.788127Z", + "shell.execute_reply": "2023-12-08T16:50:37.786044Z" } }, "outputs": [ @@ -736,10 +720,10 @@ "execution_count": 15, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:05:22.261423Z", - "iopub.status.busy": "2023-08-15T16:05:22.207751Z", - "iopub.status.idle": "2023-08-15T16:05:22.274117Z", - "shell.execute_reply": "2023-08-15T16:05:22.273189Z" + "iopub.execute_input": "2023-12-08T16:50:37.804881Z", + "iopub.status.busy": "2023-12-08T16:50:37.802982Z", + "iopub.status.idle": "2023-12-08T16:50:37.815178Z", + "shell.execute_reply": "2023-12-08T16:50:37.812107Z" } }, "outputs": [], @@ -763,10 +747,10 @@ "execution_count": 16, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:05:22.277858Z", - "iopub.status.busy": "2023-08-15T16:05:22.277509Z", - "iopub.status.idle": "2023-08-15T16:05:23.785199Z", - "shell.execute_reply": "2023-08-15T16:05:23.784607Z" + "iopub.execute_input": "2023-12-08T16:50:37.825005Z", + "iopub.status.busy": "2023-12-08T16:50:37.824646Z", + "iopub.status.idle": "2023-12-08T16:50:38.823967Z", + "shell.execute_reply": "2023-12-08T16:50:38.822382Z" } }, "outputs": [ @@ -774,7 +758,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Frame 44: 20 trajectories present.\n" + "Frame 46: 18 trajectories present.\n" ] } ], @@ -796,10 +780,10 @@ "execution_count": 17, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:05:23.791230Z", - "iopub.status.busy": "2023-08-15T16:05:23.790950Z", - "iopub.status.idle": "2023-08-15T16:05:23.795169Z", - "shell.execute_reply": "2023-08-15T16:05:23.794159Z" + "iopub.execute_input": "2023-12-08T16:50:38.831368Z", + "iopub.status.busy": "2023-12-08T16:50:38.830263Z", + "iopub.status.idle": "2023-12-08T16:50:38.837738Z", + "shell.execute_reply": "2023-12-08T16:50:38.835727Z" } }, "outputs": [], @@ -813,13 +797,24 @@ "execution_count": 18, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:05:23.806902Z", - "iopub.status.busy": "2023-08-15T16:05:23.805200Z", - "iopub.status.idle": "2023-08-15T16:05:49.649158Z", - "shell.execute_reply": "2023-08-15T16:05:49.648235Z" + "iopub.execute_input": "2023-12-08T16:50:38.843474Z", + "iopub.status.busy": "2023-12-08T16:50:38.842758Z", + "iopub.status.idle": "2023-12-08T16:51:07.562479Z", + "shell.execute_reply": "2023-12-08T16:51:07.561390Z" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Plot map with all individual tracks:\n", "import cartopy.crs as ccrs\n", @@ -832,10 +827,10 @@ "execution_count": 19, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:05:49.663650Z", - "iopub.status.busy": "2023-08-15T16:05:49.663350Z", - "iopub.status.idle": "2023-08-15T16:05:49.683863Z", - "shell.execute_reply": "2023-08-15T16:05:49.683187Z" + "iopub.execute_input": "2023-12-08T16:51:07.569678Z", + "iopub.status.busy": "2023-12-08T16:51:07.569382Z", + "iopub.status.idle": "2023-12-08T16:51:07.594495Z", + "shell.execute_reply": "2023-12-08T16:51:07.586441Z" } }, "outputs": [], @@ -853,13 +848,11677 @@ "execution_count": 20, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:05:49.688107Z", - "iopub.status.busy": "2023-08-15T16:05:49.687855Z", - "iopub.status.idle": "2023-08-15T16:07:22.147607Z", - "shell.execute_reply": "2023-08-15T16:07:22.146521Z" + "iopub.execute_input": "2023-12-08T16:51:07.611498Z", + "iopub.status.busy": "2023-12-08T16:51:07.610873Z", + "iopub.status.idle": "2023-12-08T16:53:03.097915Z", + "shell.execute_reply": "2023-12-08T16:53:03.096749Z" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Display animation:\n", "from IPython.display import HTML, Image, display\n", @@ -871,10 +12530,10 @@ "execution_count": 21, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:07:22.155238Z", - "iopub.status.busy": "2023-08-15T16:07:22.154721Z", - "iopub.status.idle": "2023-08-15T16:07:22.160334Z", - "shell.execute_reply": "2023-08-15T16:07:22.158982Z" + "iopub.execute_input": "2023-12-08T16:53:03.102575Z", + "iopub.status.busy": "2023-12-08T16:53:03.102106Z", + "iopub.status.idle": "2023-12-08T16:53:03.106375Z", + "shell.execute_reply": "2023-12-08T16:53:03.105206Z" } }, "outputs": [], @@ -890,13 +12549,34 @@ "execution_count": 22, "metadata": { "execution": { - "iopub.execute_input": "2023-08-15T16:07:22.164664Z", - "iopub.status.busy": "2023-08-15T16:07:22.164374Z", - "iopub.status.idle": "2023-08-15T16:07:22.358632Z", - "shell.execute_reply": "2023-08-15T16:07:22.357650Z" + "iopub.execute_input": "2023-12-08T16:53:03.111196Z", + "iopub.status.busy": "2023-12-08T16:53:03.110911Z", + "iopub.status.idle": "2023-12-08T16:53:03.274186Z", + "shell.execute_reply": "2023-12-08T16:53:03.273502Z" } }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'counts')" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Updraft lifetimes of tracked cells:\n", "fig_lifetime,ax_lifetime=plt.subplots()\n", @@ -915,11 +12595,6 @@ } ], "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, "language_info": { "codemirror_mode": { "name": "ipython", @@ -930,7 +12605,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.3" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/tobac/__init__.py b/tobac/__init__.py index 2af56371..652645e4 100644 --- a/tobac/__init__.py +++ b/tobac/__init__.py @@ -77,4 +77,4 @@ from . import merge_split # Set version number -__version__ = "1.5.1" +__version__ = "1.5.2"
Twc (kg kg-1)time