{ "cells": [ { "cell_type": "markdown", "id": "cv00001", "metadata": {}, "source": [ "# Time Series - Collection visuals" ] }, { "cell_type": "markdown", "id": "cv00002", "metadata": {}, "source": [ "A collection can answer different questions, and each question has its own picture. Is there data, and when? How do different variables relate over time? Do several sites or model runs agree? This tutorial goes through the visuals of the time series collections from those questions, using a small synthetic catchment.\n", "\n", "All visuals follow the same pattern: choose a `layout` in `view_specs`, adjust other specs if needed, and call `.view()`.\n", "\n", "Covered here:\n", "\n", "- Choosing a visual for each question\n", "- Data availability: the `full` and `simple` layouts\n", "- Stacked panels: the `stacked` and `stacked-simple` layouts\n", "- Specs of the collection and specs of each series\n", "- Common uses: rain, streamflow and storage; model and error; series decomposition\n", "- Comparing series of the same variable: clusters and ensembles\n", "- Saving a figure and adding to it\n", "\n", "```{seealso}\n", "Check out the {doc}`Time Series - Collections ` tutorial for how collections work.\n", "```" ] }, { "cell_type": "markdown", "id": "cv00003", "metadata": {}, "source": [ "## Which visual?\n", "\n", "| Question | Object | Layout |\n", "|---|---|---|\n", "| When is there data, and where do records overlap? | any collection | `full`, `simple` |\n", "| How do different variables behave over the same time? | any collection | `stacked`, `stacked-simple` |\n", "| Do sites of the same variable agree? | `TimeSeriesCluster` | `series`, `series-simple` |\n", "| How similar are the sites, as numbers? | `TimeSeriesCluster` | `correlation` |\n", "| What is the spread of many realizations? | `TimeSeriesEnsemble` | `series`, `series-simple` |\n", "| How does the year vary, and how does this year compare? | `SeasonalEnsemble` | `series`, `series-simple` |\n", "\n", "The `-simple` layouts leave out the histograms and CDFs, which gives the time axis the full width of the figure." ] }, { "cell_type": "markdown", "id": "cv00004", "metadata": {}, "source": [ "## Notebook setup\n", "\n", "For users running this tutorial as a Jupyter Notebook, this cell must be executed first:" ] }, { "cell_type": "code", "execution_count": 1, "id": "cv00005", "metadata": {}, "outputs": [], "source": [ "import sys\n", "import numpy as np\n", "import pandas as pd\n", "\n", "# Install `plans` in `google.colab`.\n", "# Use `pip install plans` for other environments.\n", "\n", "if \"google.colab\" in sys.modules:\n", " import os\n", " os.system(f\"{sys.executable} -m pip install -q plans\")\n", "\n", "from plans.datasets import (\n", " ETSeries,\n", " PETSeries,\n", " RainSeries,\n", " StreamflowSeries,\n", " TemperatureSeries,\n", " TimeSeries,\n", " TimeSeriesCluster,\n", " TimeSeriesCollection,\n", ")\n", "\n", "# This avoids warnings related to uninstalled fonts\n", "import logging\n", "logging.getLogger('matplotlib.font_manager').setLevel(logging.ERROR)\n", "\n", "rng = np.random.default_rng(seed=7) # ensure reproducibility" ] }, { "cell_type": "markdown", "id": "cv00006", "metadata": {}, "source": [ "## A synthetic catchment\n", "\n", "Rain and potential evapotranspiration come from the generators of each series. A simple water balance turns them into evapotranspiration, streamflow and storage: the catchment is a single reservoir, which loses water in proportion to how much it holds. The observed streamflow is the simulated one with some measurement error, and two measurement gaps." ] }, { "cell_type": "code", "execution_count": 2, "id": "cv00007", "metadata": {}, "outputs": [ { "output_type": "execute_result", "metadata": {}, "data": { "text/plain": " datetime Rain PET ET Simulated Observed Storage \\\n0 2018-01-01 10.285795 5.558449 3.705633 5.000000 5.000923 101.580162 \n1 2018-01-02 11.431808 5.318397 3.601624 5.079008 5.311784 104.331337 \n2 2018-01-03 10.970837 5.217987 3.629331 5.216567 5.006409 106.456276 \n3 2018-01-04 7.791624 4.352178 3.088778 5.322814 4.657195 105.836309 \n4 2018-01-05 10.755277 5.514332 3.890777 5.291815 4.942942 107.408994 \n\n Error \n0 -0.000923 \n1 -0.232776 \n2 0.210158 \n3 0.665619 \n4 0.348873 ", "text/html": "
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datetimeRainPETETSimulatedObservedStorageError
02018-01-0110.2857955.5584493.7056335.0000005.000923101.580162-0.000923
12018-01-0211.4318085.3183973.6016245.0790085.311784104.331337-0.232776
22018-01-0310.9708375.2179873.6293315.2165675.006409106.4562760.210158
32018-01-047.7916244.3521783.0887785.3228144.657195105.8363090.665619
42018-01-0510.7552775.5143323.8907775.2918154.942942107.4089940.348873
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" }, "execution_count": 2 } ], "source": [ "start, end = \"2018-01-01\", \"2021-12-31\"\n", "df_rain = RainSeries(name=\"Rain\").generate(start=start, end=end, seed=1)\n", "df_pet = PETSeries(name=\"PET\").generate(start=start, end=end, seed=2)\n", "\n", "# water balance of a single reservoir\n", "n = len(df_rain)\n", "vct_et, vct_q, vct_s = np.zeros(n), np.zeros(n), np.zeros(n)\n", "storage = 100.0\n", "for i in range(n):\n", " vct_et[i] = df_pet[\"pet\"].values[i] * min(1, storage / 150)\n", " vct_q[i] = 0.05 * storage\n", " storage = max(0, storage + df_rain[\"ppt\"].values[i] - vct_et[i] - vct_q[i])\n", " vct_s[i] = storage\n", "\n", "df = pd.DataFrame(\n", " {\n", " \"datetime\": df_rain[\"datetime\"],\n", " \"Rain\": df_rain[\"ppt\"],\n", " \"PET\": df_pet[\"pet\"],\n", " \"ET\": vct_et,\n", " \"Simulated\": vct_q,\n", " \"Observed\": vct_q * rng.lognormal(mean=0, sigma=0.15, size=n),\n", " \"Storage\": vct_s,\n", " }\n", ")\n", "\n", "# measurement gaps\n", "df.loc[df[\"datetime\"].between(\"2019-04-01\", \"2019-08-15\"), \"Observed\"] = np.nan\n", "df.loc[df[\"datetime\"].between(\"2020-11-01\", \"2020-12-10\"), \"Observed\"] = np.nan\n", "df[\"Error\"] = df[\"Simulated\"] - df[\"Observed\"]\n", "df.head()" ] }, { "cell_type": "markdown", "id": "cv00008", "metadata": {}, "source": [ "Each column goes into a series of its own class, which brings the variable name and the units. Gaps stay as empty rows, so lines break there. With `dropnan=True`, these rows are dropped and a line goes straight across a gap, until `.standardize()` brings them back. There is no class for storage or errors, so these two are plain `TimeSeries`. The temperature is independent of the rest, and starts a year later, so the next section has something to show.\n", "\n", "Note that `.append()` stores a copy of the series. To change a series afterwards, reach it through `tsc.collection[name]`." ] }, { "cell_type": "code", "execution_count": 3, "id": "cv00009", "metadata": {}, "outputs": [ { "output_type": "execute_result", "metadata": {}, "data": { "text/plain": " name alias units start end\n0 ET ET mm 2018-01-01 2021-12-31\n1 Error Err mm 2018-01-01 2021-12-31\n2 Observed Obs mm 2018-01-01 2021-12-31\n3 PET PET mm 2018-01-01 2021-12-31\n4 Rain Rai mm 2018-01-01 2021-12-31\n5 Simulated Sim mm 2018-01-01 2021-12-31\n6 Storage Sto mm 2018-01-01 2021-12-31\n7 Temperature Tem Celsius 2019-01-01 2021-12-31", "text/html": "
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namealiasunitsstartend
0ETETmm2018-01-012021-12-31
1ErrorErrmm2018-01-012021-12-31
2ObservedObsmm2018-01-012021-12-31
3PETPETmm2018-01-012021-12-31
4RainRaimm2018-01-012021-12-31
5SimulatedSimmm2018-01-012021-12-31
6StorageStomm2018-01-012021-12-31
7TemperatureTemCelsius2019-01-012021-12-31
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" }, "execution_count": 3 } ], "source": [ "def make_series(name, cls=TimeSeries, varname=None):\n", " ts = cls(name=name, alias=name[:3])\n", " if varname is not None:\n", " ts.varname = varname\n", " ts.units = \"mm\"\n", " ts.set_data(input_df=df, input_dtfield=\"datetime\", input_varfield=name)\n", " return ts\n", "\n", "tsc = TimeSeriesCollection(name=\"Catchment\")\n", "for ts in [\n", " make_series(name=\"Rain\", cls=RainSeries),\n", " make_series(name=\"PET\", cls=PETSeries),\n", " make_series(name=\"ET\", cls=ETSeries),\n", " make_series(name=\"Simulated\", cls=StreamflowSeries),\n", " make_series(name=\"Observed\", cls=StreamflowSeries),\n", " make_series(name=\"Error\", varname=\"Error\"),\n", " make_series(name=\"Storage\", varname=\"Storage\"),\n", "]:\n", " tsc.append(new_object=ts)\n", "\n", "# a shorter record\n", "ts_tas = TemperatureSeries(name=\"Temperature\", alias=\"Tem\")\n", "ts_tas.generate(start=\"2019-01-01\", end=end, seed=3, inplace=True)\n", "tsc.append(new_object=ts_tas)\n", "\n", "tsc.update(details=True)\n", "tsc.catalog[[\"name\", \"alias\", \"units\", \"start\", \"end\"]]" ] }, { "cell_type": "markdown", "id": "cv00010", "metadata": {}, "source": [ "## When is there data?\n", "\n", "The default `full` layout does not draw any values. It is a map of the records, usually the first thing to check in a new dataset. The Gantt chart (a) has a bar for each continuous stretch of each series, so gaps show as breaks. The overlap (b) gives the share of series with data at each time, and the prevalence (c) gives the share of the whole period that each series covers." ] }, { "cell_type": "code", "execution_count": 4, "id": "cv00011", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": "
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" } } ], "source": [ "tsc.view()" ] }, { "cell_type": "markdown", "id": "cv00012", "metadata": {}, "source": [ "The observed streamflow shows its two gaps, and the temperature starts late. The drop in the overlap marks the periods where any analysis combining these series loses data. The `simple` layout leaves out the prevalence, and `usealias` swaps names for aliases, which helps with long names:" ] }, { "cell_type": "code", "execution_count": 5, "id": "cv00013", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": "
", "image/png": 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" } } ], "source": [ "tsc.view_specs[\"layout\"] = \"simple\"\n", "tsc.view_specs[\"usealias\"] = True\n", "tsc.view()\n", "tsc.view_specs[\"usealias\"] = False" ] }, { "cell_type": "markdown", "id": "cv00014", "metadata": {}, "source": [ "## Stacked panels\n", "\n", "The `stacked` layout draws one panel per row with a common time axis, so events line up from top to bottom. Each row has the series, its histogram and its CDF, just like the view of a single series.\n", "\n", "The `panels` spec tells which series go where, as a list with the names of each panel. Here is the classic reading of a catchment, where rain drives storage and storage drives streamflow:" ] }, { "cell_type": "code", "execution_count": 6, "id": "cv00015", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": "
", "image/png": 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} } ], "source": [ "tsc.view_specs[\"layout\"] = \"stacked\"\n", "tsc.view_specs[\"panels\"] = [[\"Rain\"], [\"Storage\"], [\"Simulated\"]]\n", "tsc.view()" ] }, { "cell_type": "markdown", "id": "cv00016", "metadata": {}, "source": [ "With `panels` set to `None`, which is the default, each series of the collection gets its own panel, in the order of the catalog. The height of the figure follows the number of panels, so this gets tall quickly.\n", "\n", "### Several series on a panel\n", "\n", "A panel takes any number of series. Their histograms and CDFs are overlaid, using common bins so they can be compared, and the mean lines become dashed. A legend appears at the top of the panel. Each series uses its own `color`, so here the observed streamflow goes in black to stand out from the simulated one:" ] }, { "cell_type": "code", "execution_count": 7, "id": "cv00017", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": "
", "image/png": 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" } } ], "source": [ "tsc.collection[\"Observed\"].view_specs[\"color\"] = \"black\"\n", "\n", "tsc.view_specs[\"panels\"] = [[\"Rain\"], [\"PET\", \"ET\"], [\"Observed\", \"Simulated\"]]\n", "tsc.view()" ] }, { "cell_type": "markdown", "id": "cv00018", "metadata": {}, "source": [ "ET follows PET when the reservoir is full and falls behind it when the reservoir runs low, which is hard to see in separate panels. The gaps of the observed series simply show as breaks in the line.\n", "\n", "Series in a panel share one y axis, so they must have the same units. A mix raises an error rather than producing a misleading figure:" ] }, { "cell_type": "code", "execution_count": 8, "id": "cv00019", "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": "Series of a panel must have the same units. Got {'Rain': 'mm', 'Temperature': 'Celsius'}\n" } ], "source": [ "tsc.view_specs[\"panels\"] = [[\"Rain\", \"Temperature\"]]\n", "try:\n", " tsc.view()\n", "except ValueError as e:\n", " print(e)" ] }, { "cell_type": "markdown", "id": "cv00020", "metadata": {}, "source": [ "### Heights of the panels\n", "\n", "Panels have equal heights by default. The `panel_heights` spec sets relative heights, which helps when one panel is the main subject. A model and its error is the typical case:" ] }, { "cell_type": "code", "execution_count": 9, "id": "cv00021", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": "
", "image/png": 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" } } ], "source": [ "tsc.view_specs[\"panels\"] = [[\"Observed\", \"Simulated\"], [\"Error\"]]\n", "tsc.view_specs[\"panel_heights\"] = [3, 1]\n", "tsc.view()" ] }, { "cell_type": "markdown", "id": "cv00022", "metadata": {}, "source": [ "This spec stays in `view_specs`, like all others. It must have one value per panel, so remember to reset it when changing the panels.\n", "\n", "### Series only\n", "\n", "The `stacked-simple` layout leaves out the histograms and CDFs. It suits long records and many panels, where the width helps more than the distributions do. The `xmin` and `xmax` specs zoom into a period:" ] }, { "cell_type": "code", "execution_count": 10, "id": "cv00023", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": "
", "image/png": 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" } } ], "source": [ "tsc.view_specs[\"layout\"] = \"stacked-simple\"\n", "tsc.view_specs[\"panel_heights\"] = None\n", "tsc.view_specs[\"panels\"] = [[\"Rain\"], [\"PET\", \"ET\"], [\"Storage\"], [\"Observed\", \"Simulated\"]]\n", "tsc.view_specs[\"xmin\"] = pd.Timestamp(\"2020-01-01\")\n", "tsc.view_specs[\"xmax\"] = pd.Timestamp(\"2020-12-31\")\n", "tsc.view()" ] }, { "cell_type": "markdown", "id": "cv00024", "metadata": {}, "source": [ "```{note}\n", "The `xmin` and `xmax` specs only change the time axis. In the `stacked` layout, histograms, CDFs and the y axis still describe the whole record. To get those for a period, filter the data of the series first.\n", "```\n", "\n", "## Two levels of specs\n", "\n", "A stacked figure takes specs from two places. The collection decides the figure, and each series decides its own look, in its own `view_specs`.\n", "\n", "| Where | Spec | What it does |\n", "|---|---|---|\n", "| Collection | `layout`, `panels`, `panel_heights` | The structure of the figure |\n", "| Collection | `title`, `xlabel`, `subtitle_hist`, `subtitle_cdf` | Texts |\n", "| Collection | `xmin`, `xmax` | The period |\n", "| Collection | `usealias` | Aliases instead of names, in titles and legends |\n", "| Collection | `bins`, `alpha_hist`, `histtype`, `plot_mean` | Histograms and means of **shared** panels |\n", "| Collection | `cmap_series` | Where a replacement color comes from |\n", "| Series | `color`, `linewidth`, `alpha` | The line |\n", "| Series | `fill`, `fill_only`, `color_fill` | The area below the line |\n", "| Series | `color_hist`, `color_cdf`, `color_mean`, `bins` | Histogram, CDF and mean of a **lone** series |\n", "| Series | `range` | The y range. A shared panel covers the ranges of all its series |\n", "\n", "Here is rain as a filled area, in a fixed range, next to a streamflow in blue:" ] }, { "cell_type": "code", "execution_count": 11, "id": "cv00025", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": "
", "image/png": 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" } } ], "source": [ "ts_rain = tsc.collection[\"Rain\"]\n", "ts_rain.view_specs[\"color\"] = \"tab:blue\"\n", "ts_rain.view_specs[\"color_hist\"] = \"tab:blue\"\n", "ts_rain.view_specs[\"color_cdf\"] = \"tab:blue\"\n", "ts_rain.view_specs[\"fill\"] = True\n", "ts_rain.view_specs[\"fill_only\"] = True\n", "ts_rain.view_specs[\"range\"] = [0, 20]\n", "\n", "ts_flow = tsc.collection[\"Simulated\"]\n", "ts_flow.view_specs[\"color\"] = \"navy\"\n", "ts_flow.view_specs[\"color_hist\"] = \"navy\"\n", "ts_flow.view_specs[\"color_cdf\"] = \"navy\"\n", "\n", "tsc.view_specs[\"layout\"] = \"stacked\"\n", "tsc.view_specs[\"xmin\"] = None\n", "tsc.view_specs[\"xmax\"] = None\n", "tsc.view_specs[\"panels\"] = [[\"Rain\"], [\"Simulated\"]]\n", "tsc.view()" ] }, { "cell_type": "markdown", "id": "cv00026", "metadata": {}, "source": [ "A shared panel uses the `color` of each series for the line, histogram, CDF and mean together. If two series of a panel have the same color, as the ones of the same class do by default, the repeated one takes the color of `cmap_series` farthest from those in use.\n", "\n", "## Series decomposition\n", "\n", "The panels do not need to come from different sensors. A decomposition splits one series into parts that add up to it, and stacked panels read naturally for that. Here it is for twenty years of temperature with a warming trend. The trend comes from a centered moving average, the cycle from the average of each day of the year, and the remainder from what is left:" ] }, { "cell_type": "code", "execution_count": 12, "id": "cv00027", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": "
", "image/png": 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9n7SyhPNx3r17p3j7xYsXilwaC+bPM/uOk4lxHo6wZcucmyXbg8YgFGYAgDdToEABg/ECAK+ow8wW5CtXrlDmzJktbnP16lVKmTKlvacAH9ixfZvR52iJG6w9OFt8s3b8w4c/KtMMW8tfvXpJadKkNVKS37+PoqCgIMXnPHdW3qosBwvJWsa4WhPu2YqVLn16SpgwoWG9MpnV9kZcFmzv3j1UtGgxql5DPgN9dLTl3uCYY77HrhCi3ak0qDn3pUsXaemSxRYORG5FzqvBE+H7vX7dWkqbNh0VKlxYxNfyJFanzl0odmzbPzkH9u+jTJkyyX43d84sMVnbpWs3Spw4ic126LGmsEdGRniNwqmlhdlf3Pm9ubRU/+9/cEtbAPBUSpQoQZs3b6bDhw9RmzZt3d0c4EfYbWGuV6+ecLm29KOrj1+uWrWqI+3zW6zJZR5hsVDaBBsC5rh/x9CsmTPo4cOHJgdVJ5iuWBEmaZuNxmlw/6IVHOP4saO0fPkymjplssk3tq9NiVzOyrI+k7AUadP0zwonxpK657948ZxG/f0nLVq4gBxB+ixatsw6L4ZZ8knhdtZhl32Lx3Gjxsx9PH78v+QNcF4Lnv1fv36t+Hz9+jV6+fKFUHSVcOVDnWK5ftMfQ4k7ntK4f494nypE2lb2yJELuZGDxz//Jrtb4QcAAEcoVqyY+P/wIWO5BwCPVZi///57kdirSpUqtHbtWmFBYOWZs9etWrWKKleuTEeOHBFlp4A9eL5gwwLbpk0b6OqVKw63nF3OjRPSkNPQQkBWcgz2sGAiIpQJtdqhM2onx/dyYqx/Rv9tWH/m9Gnxv6zLvp3n+m/uHEX3a/OmTQ65xTuzv2PLeDXIPYuuVrK2yYQAeCpKvC9ssXDBPPFOcAX6vuTfrzmzZ4r621Kkk8LSJHdKsaSk8nlv3bqpysVcysQJ42j0qL9sKs337t0V459zPEBhBgB4M6VKlRL/nzx5wu53JwAuVZjZJXvLli1i5rpu3brC9ZrdO1OnTk0NGjQQ7rX8va04ZyCPNbHGYaFHpbDPfSynIBw9eoSOHD5MixY5ZqUUmFxSZGSUsFLZSuYkh07h95xES19rV4uTmHWLhW5ypPuUl26KgfuNk0Pp/9akESbHV7sdJ2By1LJt77kdO6G6zVnRWrE8jA4eOODwqWPFknlVS/qQlUtWjFh5YpdyNSEKfH/kstmbuqrv3LHd7F6Gh7+j48ePGWUstXS/1Txy165do7lzZ5MruX37Nt25c0cIYps3bRT3k5HWN+aSiY6ivzvcRzzJpKQclNy91b8b5ZKW8bPHOQ9u375lmBy7f++eu6tiAQCAQ2TIkEGE+7COcfzYMXc3B/gRdscwM3nz5hVW5EOHDtHhw4dFbGiKFCmoTJkylC9fPu1a6Y94iGDDwjDHIxYvXoKqVqtu9B0n09HyMqTCIFtE+DNPxHzZvqOqNts+Ucx/SxYvEv9nyJCRkiSxHg9pra2WrlZaGsp0Oy67tWPHNmrU+FMxyWTrWAwL8+xGXaNmLSpSpKiVtkn/jnZqOSSlx7bHMqfn8ePHQskuVKiwmyxk9mXJPn36lMjYzkuJkiU1VZhNny22HjIlS5YSyi0vufPkMTsOCxmnTp6gbNk/MSh/bFHliaNOnbtS0qRJZc+vj+vmXAM5cuY0rF+9ehVdunhRZMRv3rylWKezGDfvWN9JqwNYHluWWb48jArkL0DZsmc3Wq/vV2n/cnwcL9/1H0BxJF4HsQLsnmM24/z5c1YzuNtTa5QnPjhO/OSJE7Rz5w6inUTFSzj27AEAgCdRsmRJ8T7fum0rlSpd2t3NAX6C3b/+UmWJ6zB36dJFuGl37NjRorKsRMECynj+/BktD1tGd+/EWA/VoMYdVp+BlzNuuzKeUy+8xsQ2q97Z+tcmbecyWHacxPYmVmR6LrvFgjLXqpbdNcB6dmSlbRP3UeZ+2FI3oqOVKbhKlMjNmzcJRd9epk6ZRBvWr5OJ1dbewszKn8XjqDwmZ1S3Bj93Ssev0gR4r99Y98jgTPYbN26g6dOmGNbpvSxM768cnKBP7n7dvHHD5rvB0akOngSwdQ5rnD93VmTNNsVaX7LSGiCZrHBlHPu9D54hpOK505cZe/zksex996JwbQAAkKVhw0bi/zmzZyF5IfB8CzNbkbt27UqdOnWikJAQmy69kydPFstZFa6CwDIrli8XrrZspWAriFLYjU+NW6+sKyhjr+Cls9wuLbJXO9IGVYdwRPIMsK2YOuJqJG3atavXKG68uDJtsK6+2DVRYYHDJpMtSi1l586eoSxZsxnWcY3tYsWKW91vzepVFCdOEFWvUUs7l2zDrVJ3HGvn5TE45p/R4u9mzVtazAqtJ1BBdmklTbxxPabGuew7wEJ79a7JDl+3h3jNmKKzMiSioiIpTpw4Dh3fzCtCY6U1QGaSs4TEqmx0fmjMXp85WwqyaAN/pGGjRpS4d2JRqYc9aSpVquzuJgE/wG4L8/bt2+ngwYPCnbR58+Y0Z84cOnr0KN28eVPU2mU3bVaQW7ZsSenTpxefd+zYoUmjd+3aJQL/2aUwe/bsNHHiRIuZvOPGjUsJEiQwLL7Cs2f2KZevX390a1SC1LriTLhEEtdJ1gLXiIQKMl1b2EaJOym7uGoBZyp2ZoIqZxz73r17wlK2Zs1qkYRJj+lMsvTc/OeTJ4+FtZTDRKQxuW9sWF31Hhu2rkX6tamlVS3jx33MeH31Q1Zoa3B9c3f1x7KlS2TPo+W51MbmS+Hfm3H/jhU5CaQobp+V7bZt20qvXqnPo+AsOIO4ohr1EiVZqjBDXVYHZA0APG9s8PGaNWsu/p45Y4bDxwNACXZrQxyrPGvWLNq7d68YMP379xfp3rNkyULZsmUTMQZDhgwR3/E2//33nyY1mdkKyUnFevXqJf5etGgRDRgwgDZt2mS2LSvwO3fu/FDrN2bxd5QKkVwKZv36dRQVaT0ZkB6LSYY8IMuMafysmVulhVvCgik/Y6yoOaocSJ89o5hFF9dAdvQ6eP/Vq1fSoYMxiay0VJoePnwg3LdnzZyuOoyDMzNPmTxJ9rsF8+fb3H/ihPF08MM1WZ7g+Hitjr5LOFmWHi1dyqz1B3v68GSEWqSTD+x5wOfgyS3pZIYlOFZfyUQRu9apzRqur0u9YP5/YgJDn5NALdbu/43r12mlpGSd6f199PChSIYm7U+l2OPezUnkODzBFkZ3Wqoww8KsGMgaAHju2Gjb7kvxf1jYMrvyPQCgFofNh5z4a8KECSLDKM/079+/nw4cOEC3bt0S1uZx48ZpmgCMz8FZuVu0aCHchYsWLSpKW+3ZE1OTVs+DBw/Ekj9/fvJGrFohAwJkBR8W/G7cuG7VWsNZrZWwYP48UUfYmiAYYKkOshW0jAHke8AZYq1ZXE6fOkl/jhxBZ89+FNwtceXyZSNllq1WY8aMoZF//E4zpivPZCtn2ZGWyHn06KO7s1PUZZNngzMO6+FxqhSOhTR9zrgM1elTp2jLls2y53KE6dOm2nTfXrcuprZvzKk/nnv2rJkW7z1bjx0p3cSWS84CLb1ULqWmJpGZtWdUSU1vpVgbX5xkznSS6+LFC4bPSoSOY8eOivcLP0dydZUP7N9vFGPPsfpKHnbpmJCDd9WZKLYcj22NkyeOkxI+9qN8A+Uy9euzgk+bNkXUQ9+6xUrZL3snxSzsx8nk1Oxr7BIOhVkp/iJrAOCNY6Nw4cJUtGgxUVqqb59vMRkInI6m/rYZM2YUCcDY0pwuXTpyBjxIZs/+6LrLs1s8e1WoUCGzWa2ECRMKdxC2bJcrV05YupXCSgYLk9KFs/V6MgcO7Kf58/4TSZIswSVTrMHlVKQWPkvoFFqk2ALDAp4zXmacfXjmjOk07z+T+r+Sc3EWX2bliuVGMX7SSQXOMMz3hRMCcW1TPdLJArZ+ysHXxTGeQui2IheHhS218I32KrPpnT5x/JiZe7LchIxp/Vy+T5wgTl8vlu9ZZESkIgWNlczFixZqbmnha+H28I+wI5m31cJWPc44LlXWtm83VkCtMXeO5XADRS62Cp8c6TDjyTN+F/DkJWPqLcKTXFJ3a0vvN9Oxay1T+bZtzqkX/T46WiQrM2qXle3ZPV9kiXYCPKkz5p9RQlHWc0+mtJMleMzwxMLFCxeMJhZsJYmzVyEPDAw0/G3rnvB9Q3JO18oafFwee9LlzRt7ElEC4Bo8RQ7/e9RoURVg4cIFRmFOAHhcWSl3w9bA+vXrCwWd/5fCs06cmGzEiBGiFvS0adOodu3adO7cOUqTJo3NYzdsYHw85qeffqLBgwc71OaQYGXZbuPEsdw1sQNjyR6Ty8XoXS+Vntt0HZdSsYR028BYARRo0g49UtfWCxfOiyVRwgSUI0cOCrQjJtrSPTvzwdJi6mbK7bJ1n48cPmikEHBpHVvnC5b0SaxYAWI7jsvftm0bFShQgN5LJgr4O0v3R4r+OGox3Uf6WdpOU6LfR4ltg4ICzfZdtjSmdJCUN69f0dIli+jy5csiF0HZsmWN9nsXZHwu/bH07rHbrShQXH+2Q4cO4gdPDRcvnKOwsDBRj9ESfA8sHdee+83J9YoXL2a0jt3S69QOVbT/gwf3LZ5XF/1edZu4/+QU11iSVTx5xvCE0o8//mjT0Mnfy7XD9DyW2mrrGoLjBNl175nnz57IvgctjYPIiHCLx7L0HowjGROWCIodKMIGGHbF1hMrwPI4Nv3u1s0bdOrUKVnX9fr16xkUXD6XJaRjXG476W9E3JBgi1ngpe1iq7k+rIF/65Rib59ae078SdaYO3eu2bpKlSpR5cqVXX7v3YEvXIOrrt/fxoYtObxC+bI0atQo6tGjB/3wwwCqUaO6kMV8HYyZILeMC69VmK9evSpmrTjZwIIFC8yyOTds2FAserp16ybcw7du3SqSlNli+YqVIh5bSrJkyelduH3WIIOCoXD/iAjLscPv3xvX1tUf05Zrp9y5b966TSlTplIUS7lt23ajNvCilDt37lLGTFlU7aPH0j2LtlDv9dixY5Qnbz5KmjSZxWM+e/5C9fnevvtoleZ7xduxssycPHnS7BjvLdajJSNl3Z5nynQf6edwK8d7+y5cbBsZ9d5s34syJZUiIqOEssywG25UVLTRfnLtMIrXtmKtun//Pp09d0FMpKhB7/alt5zKwe2I/V7+/ts7huX6U82xwsKWU/oMGSh/fuMfdK4ccOPGDapatbpRjWNrREa+l63fKze+9M8YCylqnkW2oMePF8/Mwhxu4d1k617wO83eex8leV6l6yyNA+nzLddO02syHROW4PEgh/59IAcrotLvTJVlKVOnTqU2bb9UdA16omT6XPqsSses3HE4dOrY0SNGz6XSflLzm6aUcBMvFl+XNTgxqmn9c05qpISff/6ZtMBd2bad8fx4E2qv39/Ghpwcni5tGqN79mX7jrR+/QZauXKFGEvr1m+kZMksy37eDsZMkNn1u2pceKXCzFlwQ0NDqVWrVjRy5EjZ0keLFy8WQkzTpk2NZrtslcDSw4M0Rw5lwqszsCeuMcDOuNHPm34hXJb5/lhjh8SiopZdu3ZSokSJyRWwwjZ50kSr5bai7XDnlQrZz549o/M2FBAl/cHuRexazM+q0lq7ttCp3Ihdz4OD5ceFadyo6UWZZl3nezTu3zGS/a235sjhQxQnKIiSp0hBSmF3bEfgZHZJkxgLqEqIFcu2BdIaJ04cF8vzZ8/MQhhY+V22bInqEnGmWAp9kIZJWEK/Jz/X7H6/f1+M65zpO/POndv2nSPA2PX39es3IoxHETLm8aj3yhISymGaUVsp9rgrK7n3epQmZVMV4mLjRaQPaeEyhcD1sgYry8mTJ9e03QD4qhxuqjCxB9Tof8aIqj08Gdm4UUNauGixqOADgJZoXjNIn1XYWbBVigdpnz596K+//rJYJ5iVpp49e9KZM2dEjOAff/whZvpr1qxJ3oBVgUgIj9rFBC9auMCmsuworBRynN6Tp+aulfZiy8VUq9JMep4+eWKkrCxfvkyTGQyOb/77r5EivvDokcOiPxxDgWVbss3MmWrKMgRYjc3lpFBSbL0LOBv7ggXzjJRsZ8PJ7OyJtbWlpLBb//z5/9nc7tZty5ZxOfbYSG4lxdK5j0vi2K3x5MkT8VyvXfsxRMH0kJwQUA4uBWYNTsymd2Nm119W1Ph89qLPki3lY8Ix64Pvwf37dp2TczzIoXWKBp6QC7fyTjbqZ5mTByhMICmtty7nseDP+IusAYC3jw12716zdi0lSZJEhASWKlncEDoDgMdZmDmO4NdffxUWswsXLogYAw7y5wFiaTDZA7us8Y/80KFDxaKH09vrkwFw1u527dqJLK48qHk9Z/Fbu3YtxY8fn7wBaYIh+e/JK5Eqnc5m1coVmmbrDrcSF+kIly/FWLv27tlNLkNqLbdS41dtsjZphuQPRyBfwda90CfUYyth2rRpLW6npA63qXeGUiw9168s5DWQki5tOtkkbfaUTLIEJ8qqULGS4TO/m+1NIi2X9O3o0SNUvYZtYUyneQI+7Z5ztmJPmjje+tlsjUvJTY2KsuyupvciUHRMP8NfZA0AfGFs5M6dh7Zt30Ft27ah48eOifjnH38aRN99199qokoAXKowjx07VgT1c93l3r17i3U8QDgQnzPkOZooS8oPP/wgFiVwXThevBFbrqzuxuuFKzuaL00MpgS1ipEjLF26mCpUqCji0ZV0jU5FaSkp0t8dT34GnNE2pcc8eGA/pbVSJcDajze7O6dLl95wPrU/9BbbqOA46dKnF0noXAm79LNVwB5YENOXd5Ii7puV/ZzhASW11DrK3Tt3NH2+I6xkYdfaC8eX8BdZAwBfGRs5c+airVu307ff9halQH8ePIj27dtLs2fPpQQJErikDcB30cT0O378ePr333+pS5cuhgyfXJ+NM+LNmKHG3RPoibZiYfaYuTIvnrWzx8Ks2n3UhbeHs9/O+0+fbdX2tSlVGkzjZB9K4oc9WWF2DjrF5c626utUqxw2c2bPEjGvbGWcMH6c2YSFsyfaXD0Tv0NhaS5zz4UYFi6cb7bO1nPJSvZuE6s9r1u8yNFQCNe9m6TXKLe1US/63TgFAPgrHB89btx4mjR5ikiet37dOqpfr65D4T8AaGZh5kx5XJfNFE7vzrEOQD22BV+Z720IuyeOHyetCA93jnuyGqS1lLWErXxp0lh2qfVECzOjj0NXIh/b6/4treOqRGFmK6CvoNUEAb8vrX5/5QqdPXeGXr58IWphy2Lh0bpvoR6w1PXW2vPq6mc2Zgzbf1/vyyTJEpNBVi5jxvSpZut27drhtPeJWk6eiHHtdwRpjWj/m9gCavn9t180O5a7Mm4DIKVVq9aUN28+atignph4LlO6FP3++whq2KgRXLSB+yzMXBZm925zAXzZsmWqS8YAZYmBZIU7G4LRunVrSCs4WZO7LBcsALLiZq2skC2irZS34omFkX/8To7A2Z/VZMd1GR/6TC7+Uy3OTO7nibhK8eBs2efOnrW6jaUf/Ddv3th/4gD/6Ce57OJHjxzRtA2mcd9yCcoscfXqFVXXaGotN+XAgf2Kzw0AAL4Cx0xv2ryFsmXLRjdv3qAWLZpRzRrV6ehR4+SkALjMwjxo0CBq27atqCfKgvj8+fPp0qVLNGfOHJo+fboWp/ArWBjaJ7EQmCEjLL948dzlFhJXKUzXr12jm7duUtmy5UQCOa4H7GiCrBs3rlv8jkv/OMomC9l0XYNlheHho4eyWbjv3VNvCT592nI9WV/k3VvnZpJXOyY8JVTBkfeGM94hnDDR1ZZyU169MlbKx4//V9Pjz5k9k5yJPfHzAADgaeTKlZsOHjpCo0b9TX+O/IN2795FFSuUo06dOlP/7weg/BRwrYW5SZMmtHLlStq3b58IrOeabJwpOywsTBQSB+pgl0xrmGY1fvkh3lHOcuILCjOXHeLSOmc/JKjZtFE+nlENDlniPBxrBrZjR4/KWrBmqSotFcOG9evIU2GBn59PSyWQ7IHLonkKamObleAqJfPw4UNOHYv8/G/Y4LnPphboM9ECAACwDscyDxjwA508dYaaNWsuDHsTJoynvHly0ff9vxOVLQBwicI8bNgwyp49O23evJkePHgggut37dpFderU0eLwfgdbU226Q0u4fec2uQNXx8ZxbVKGnzF/h+OsLYOYRYYnBkzHiidnR3Y72pZ3twjXGpei5aQG8/TpE7wjHARxzwAAX4PLPU6bPoPWb9hIZcqUFcke//lnNOXLmxuKM3CNwsy1lj0lYYo/4i73Q1eLVBDijLMpA+suq3duO38iiRNI8Ww1nk31E1/OQov4fIfB8wAAAB4Jl+Dk2ObVa9aKUD9TxdmR/DjAd9Ekhrlq1aqifBTHMseOrckhgRoC/EMohFKiDNwmokePHonFFc/kmH9GU+YsmckXXiOv37g2rMMZvHr1ym3nZgvFmtWrRJIZbwbvWmAvyLgNvAHO0VClSlWqXLkKbdu2lYYPG0Z79uwWivPYsWOoQYOG1K17dypfvgLyOQBBbK0ElOHDh9Pvv/9O6dOnF/ECUs6cOaPFaYAM7hzIZ89Zz+QL3AWEXVcSERFOFy9cIG+HZ9UvWKkf7S2sWB7mtnMvXbKYXr16SY8e+ZCrPgDAYThb/do1a4QHTI0aNahCxUoObQe04eDBA7Rj+3YqW7YsNWvWjJYtW0pbt26lsLBlYilXrjx91aMHHT92DH3i52iiMJcvX14sQJuEX0pqpnqCwhzpYjd8VgNh+bAOJ1Ba78HJuIDncuHCeXc3wavhdxMry74A3rMAaAcnal2xYjkNGDBQeGFy2cqcuXJT5kwZFG2HTM7OQe5+T5s+k549e0oTxo+n2bNn0dGjR2jJ4kX04sULqhVaW+RqQp/4J5qVlQLa8OCh+mQ17i6h4iq41Napkyfc3QyPZuOG9fTg/n13NwMAv2PtmtXkK0BhBv7KtKlTqFChwlSseHHZz1xpYvXqlUb7ZMqchVq3bmPVGy9P7jwUP3588blIkaJ05MhhM4XZ0na1ayOBrjP6yNr9/nvUaOrb7zvq26c33blzh/bu3UsbN26kwoUL08VLF6lVq9ZUq1aoKHUK/ANNFOZZs6wnIGrTxvKLBDhmMebSOf7kGu3O+ERvwBVxuwAAc06dOunuJgAAHOTGjetUv0EDo8/16n/8XLhIEbGo4fnz55Q4cWLD50SJE9PNGzfs3s7f0aqPbN1vDjFt2+5LevjgATVs2IiWL18uwm04oeinTRpTpkyZqUPHjtS2bTtKlSqVptcIfFRh7tKli9HnqKgo4esfEhJCn3zyCRRmFdgzW3XejxRmYJ3Hj6EwAwAcAxZm4I+8e/eOXr58SSlSpDT6nDJlzGd7Lcxy40nOOKJ0O3+GM1pr1UdK7jdvkzRpUmrdpi317PWNiGvevm0bXbhwQSjqg376kX79ZTi1aNmS2rRpRyVKlECf+SixtXqATbl69Sp17dpVBNED5cC9AwAAgDuBwgx8LeO2kszbN2/eoAwZMhgUnmvXrhl9VmO9XLliOZ04cVz8XahwEREDq+cFWzaTJDHbJ0mSJCKPja3t/JkbN7TrIyX323SbOEFBVLNWLfrt9xG0dOkSmjRxIu3fv4+mTZ0qlgwZMtKnn35K9erVp9JlylBgYKBGVw7cjdO0s6xZs4r6zD///LOzTuGTYGYKAAAAAMC13Lh+XXhH8oRRRESEyAmSPkNGu45Vv0FDGvi/n8RSvlx5Onv2jAgp46oKnEgqX758ZvtwPK2S7fwZVpC16iMl99vSNsHBwdS8eQvaum07bd68lVq2bEWJEiWiW7du0ujRo6hGjWqULWtm6t69G23YsF6ETwLvxqlFk9lV4uFDlNdQw/Vr19zdBAAAAH4MLMzAX62XSZMlp+HDhlBI3LiUOVNmOn7iOIWG1hbKkL0kSZpUKNB//TWS3kdFUbnyFUT8qx4+31c9etrcDsQozFr1kbX7raZPypQtK5bw8HDatGkjhS1bJqqVsP4zY/o0sXCMc81aoRRaK5SqVa9uFDsN/EhhHjFihNk6dj+ZO3cuVa5cWYtT+A1I2gQAAMC9QGEG/gfHpHb/qgelTPkxgdPnTb/Q5NglS5YSixxshVayHSC6fv06dev+lWZ9ZOl+29MnbHWuW7eeWDiX0549u2nZ0qW0YMF8evDgAc2ZPUssvB1n4m7WvDlVrlzFockY4GUK8/jx483WxYkThypVqkS//KJ9DIovgxhmAAAA7gQGZuDvCb+AZ/YRG+O8oY+4rnPFipXEMuKPkSLOef26dbR27Ro6c+aMSB7GCyvPbHFmC/nnnzeF5dmD0UQ74wRfpsv58+dpxowZlC5dOtKao0ePUsmSJUXtNK6Jtm/fPtntRo0aJdLC8+xNq1at6PXr1+TpxIqFGGYAAADuAy7Z/iFvgI9wVZeRf/6NPDIePDa4j8aOHet1fRQUFETly1egocOG06HDR+ngoSPUu/e3lCtXLuHGvWb1aur5dQ/KmCEd1a0TSmP+GU2nT5/Ge9gXLczZsmWjQ4cOUbJkyYzW3717lwoVKiRcEbScYapfvz4NHDiQOnbsSLNnz6YGDRrQlStXKEGCBIbtVq1aJZKObd26lVKnTk3Nmzenfv360bhx48iTCQiAhRkAAABwN66QNwIjIyl2ZKSTrwTo+XOoukS0ffp+57S2UHQUUbiKvn8XTp6CS2Rxvl7TKjxq75kHki9bNhr+409iOXv2LG3auIEWLV5Ep06dor1bt4plEJGIe65SuQrVqFGTKlepEqNj+cD1O4Tc9btoXNitMK9Zs0Yoyfog/N9++81okDBcp4z9+LWEBx27LXfr1k18bt++Pf3999+iPU2bNjVsx4O3Q4cOlDNnTvF56NChIp56zJgxitK88zWZkixZckqePDk5k+jo9049PgAAAGANWDZcJ2/UnjiRspqsYynDuZIGUIyTwwrjqtg2hPxrbNwtWdzsmn1tbBT9sMhOy7CxceGCmMXOZ8YXieumcRHbEaty3759DT+sYWFhRg8/u0ywAs2DQkvOnTtHefPmNVrHbg283nS7xo0bG23DaeFv375NmTJlsnmehg3qm6376aefaPDgwQ61PyQ4yOr3nCYfAAAAcBfBcWLb/K3So3Q75efW9nieLm+Eyqxj65JjkgYAzgVjA/gbdivMuXPnFoHrTJUqVWjp0qWUNGlScjYc+xAvXjyjdfz5zZs3VrfT/226nSWWr1hJWbJkMbMwv3PAFYIFC1v7p0iZkp4/f273OQAAAABHePsugmIHRWrym6aW8AjPcTd0hbzR5osvKGmSJEbrIuLGpWEm5wXuwZku2WrHz7tLl4hKFid/GRvLFy2hLJmNSzilS5OK3ibwv6zSd+7cESWrtm7ZTJs3b6ZXkjjwkOBgqlK1KtWpU1dk3zYNj/UlQmTGjKvGRWytXDMscfjwYSpWrBhpBQ+2tyYxDTzwTN3BTbfTD07T7SzBynKOHDEuJK4EWbIBAAAA9+MKeSNRypSURCbUS9tgNmA3cZ3oAMveGbFUiOEhweRPYyNLrpxmcrgzJum8gXTZs1Ob7Nmpc8+v6cXL17R79y5D1u2LFy/SsrVrxcI6RPHiJah6jRoi/rlU6dIiY7fPECwzZlw0LjTRzo4fP05ly5alhAkTisHBS9y4cUUncQY9LcmTJ4/IwC2FP5u6hphux38nSZLEKVm7tSSAvCv7HwAAAN8CMcz+IW8AYC8YG+6Dy/ZWqVKVfvt9BB0/cUpk3v55yFAqXKQIRUdH04ED++mX4cOoRo1qlDVLJurSpbNQrDkjN7AfTaYdvv76a3r//r0I+Oe///zzT7p8+TL9+++/orSUllStWlV0OsdGd+3aVSQUuH//PtWqVctoO05dz99/+umnlDFjRhF/3KJFC1hwAQAAAKtAYWYgb3gv/b//wd1N8GkwNjwHnqTgpV+/7+jevXu0efMm2rRxI23ZspkePnxIs2fNFAuX9WKX7YaNGlPNmjXNXOqBdTR5YtntmmujcWp5LiOVP39+oTT//vvvNGXKFNISLvK9du1amjdvnvDT58G6YsUKUQeudu3a9MuHjIac7r5///5Ut25dkViAZ7Q4tT0AAAAALAMLcwyQNwCQB2PDM0mTJg21bNmKps+YSVeuXqdNm7ZQjx5fU4YMGenFixe0YMF8atH8C1HzuUmTRrR8+XLUjFdIgE6DX0aepeBMeDwY2rRpQ6VKlaKvvvqKrl69SiVKlKBHjx6Rt8ClsDiL3/ETJzWPYVYSexG2bClduGDs5gIAAAC4is5dugnB1hbOiCe8ePECFSpYQLhu6kvR+CJ6WaNHjx5OL1fpj3iDhVnt+PG3sSEnh/trDLOj18+qHhs3l4cto7CwZcILWA+H0DZp8im1aNmSKlWq7NHW/xCZ63fVuNDkruTLl4/Wr18v/ma3gN27d4u/Hzx4oHkdZgAAAAA4D1iYAQDAd+BSv8WLF6ehw4bTiZOn6cjRY9S333eUNWtWkZRt7tw5VLdObcqdKycNGvQTXbp00d1N9jg0UZjZ3aJ79+40depUatasGS1btkzEKzRv3lzEOQB1DzUAAADgPqAwAwCAr+oZuXPnoSFDhtKp02dp+45d1LVrN+Faf+vWTfpjxO9UsEB+ql+vDs2aNVO4cgONFObPPvuM9u7dK2YvuBzT6tWrKTIyUsQxTJ48WYtTAAAAAMAFwMIMAAD+oTxz6Oxff48SMc/z5i+kuvXqCbdsrvfctUtnypY1M3Xq2IF27Nju178NmijMderUEXHMnPCLYasyB/9zlmzE5gAAAADegx/LRAAA4Lflqho2bEiLFi2h02fO0tChw0WYLdfOnjt3DoXWqkk5c3xCA38YQGfOnCF/Q5OyUvv27RNB4wAAAADwcqAxAzfiDQm7APBlMmfOQn369qVv+/ShgwcP0uzZM2nxokV0+/Yt+vvvv8RSrlx5+rJ9e5EwLCQkhHwdTSzMPXv2pG7dutG2bdvo+vXrItmXdAEAAAB8Dfas4jIqvgbUZQAAAOyyXbJkSRoz5l+6dv0mLVy0mBo3bkJBQUG0e/cu6tihPeXOlYP++nMkvXr1inwZTRRmrrm8YcMGqlatGmXLlo3Spk0rFq4Hxv8DAAAAvka1ajVEfUulFCtW3GltqVipsmbH8uc4NQAAAPK1t+vVq09z/5tH5y9coiFDhlHmzJmFYfR//xtIOT7JRsOHD6P79++TL6KJS/aqVau0OAywQqJEienFi+eq90uYMBG9fIkMdwC4i/TpMwg3JuB76FTaYp1pjU6g6bGhMAMAAJAnTZo01LdfP/qmd2/hqj1ixG907tw5Gj5sqMiy3bZdO+rXrz9lyJCBfAVNLMyVKlUyLAULFqQKFSoYrQOOz+x/2b6D6mMlT56CmjVvbrY+ceIklDFjJrvaB4C/w3E7avi86Rfkbji+qFv3HnbvnztPHvIE0qRNS7FjazLP6xZLbEAsTX5ynQ4szAAAAGwRO3ZsoWccPnKM/vtvPpUpU5YiIiJo8qRJVCB/Xvrmm5708OFD8gU0+/UeNWoUpU6dmlKmTEnXrl2jNm3aUJ8+fSg6OlqrU/g19tRnrluvPiVNmsxsPZf+CooTRK7El2aZgP9QuYrjdeS5PIMnvD8SJkxIVapUs2v/8uUrkCeQPFlyatv2S/IYVCqWiRImIm8A+jIAAAA1Mkajxo1p85attHnzVqpYsRKFh4fTpIkTKW+eXPTzz4PpyZMn5M1oMlU/duxYGjFiBA0ZMoR69+4t1oWGhlKPHj2EkDZ48GAtTgNUEiuWeiXbWbRo2ZpG/P6ru5sBZMiUOTPduH7d8Llzl2507dpV2rB+nd3HZNfT169fkztgBdWRiTqeMY2KihJ/p0qZyux7nUaTXRkyZqR7d+8azuVM9Ep7iZIlaevWzar3DwiIpfl9tgvPeaXZ9SxkzZbVSS0hinr/ntKmTUd3795x+FiwMANXZLIOCQ6id+GRmrQHAOAZlClbltat30C7d+2iH34YQAcPHqDff/uVxvwzmrp1604/DPyfV1ZW0sT0MX78eFFzuUuXLhQYGCjWtWjRgqZNm0YzZszQ4hR+jz0WZjkhl2FRKMDTJE83kdJEIUqUKBF9kiMH+Quffd6UUiRPYbQuSZIkVLhwEVXH8SQ32c8++0y7g8kNE7VuuBbGbosWrahDx86Kj9O0aTPKlSu3qnNLGkFaTr4VKFCQ4saLR1rC1Rb0tG7d1uJ23qzKWXonS8mXPz/Vb9BQ9bGvXLls+P11HG++ywAAANxNufLladv2HfTfvAVUpGhRUc/5zz9HUvFiRejA/v3klwrz1atXqXDhwmbrCxQo4LPZ0ryBWFaEZLXJajyR+vXVC5Wm5MyVy+hznrz5qEkTDRUuN9PYxrVky5adsmTN6rCbsalS6E0WKo7pt3QtWlwHHy91mjQWzp1Y9IESuJ9q1grV/F1gj6InMjJr3Mc8UVOnTl0RA8WxyrLt4BkML3q2TJE+W6lSmXsvMPHjJ6A4ceLYeQbb94bLgdg8ihffYwAAAB7kqt2oEe3atYeWLgsT+ZNYZ6xcuSL1/66fcNv2K4U5R44ctHv3brP1y5YtE98B7QRKNQR8sAqZKU12CkPlK1QkZxM/QQLF2+bJm9fh8z16+JASSM/pQkFRbX/aQ4IEtjPnpkuXXnZ9gYKFLO7T+9u+xiscVMjc6Y3Ruk1bi/vLuRzb45LdqlUb6trtK7sVmI/HMl9XqXIVm+WK7PFQcXYcNiclNCV/gYJUoWIlq+31ZlVOagHOnv0Tw9+dOndx+Nh8z7JJjmmJSgrKT0FhBgAAoBUBAQEUGlqbDh46bJC5xoz5h0Jr1aQ7dxwPI3IFmkhBgwYNom7dutHAgQPp/fv3NH/+fGrfvj398MMP1L9/fy1OAT64z9pjFTKdtPAk91lTOnfu6tLz8aRCwULm3hHOQqp4PHv2zAVntK0oWVROrAjNpq6fphZMpQK3KyYNbBHPzLU4QPNkdXy/2N1fFlXKrPm2pUqVpjJly7lUYRbHc/CYOXPmJK9HpWJpaeJBmpwxbkiIXU1h63vOnMYeM3IEKzi+LhoKMwAAAG1JlCgRTZw4iZYsXUbJkiWj/fv3UelSJWiPjNHVJxXmJk2a0MqVK2nfvn3CWjdy5Ei6cOEChYWFUcuWLbU4BSCiZMmSK7IM2hKSbQnXaoVDtm716fsdtW3n/uy1St1b9cQKiEVlZe5H8RIlyRlkyuT8cl5Sd1YlipKl5HDqrEwBNrMqy8VXtm3XnuyFXVo/+0zdJJJagoNDqETJUk49hyp12U4d1dpz0L5DJ/v2t/B8BAcHK1Lc7MdzlDluyZu3bxRtW716Dav9UK9+A3Hfipp4C5hP6JDF+84TUKlSp6ZMmTKTI0TDwgwAAMBJ1K5dh3bu2k0FChakR48eUb16dWjTpo3kyWhmaqxcubJYgGNYii3WKxusJN+5c1v8XaRIEcPfShWhtGnTigzGWib94kB+bl/q1PJxmq6kcZNP6c+RI1RZmKVWH/3dr1q1mliUZPZWk5m2eo1atGTxQipVugytW7uGnI0SBctSIiLOdHjq1Em7zlukaDHauHGDmWI2edIEo4RrLOSbuhfnyZOXJoz/1+Y52n3ZwSnupOzG/uTJx7iaOKYu01orEwH2b6w0yZMlRS158uSUIoW5a7RtC7PlbVu3aSdmjm2NHVuTOXXr1qPVq1eZ7WPp9pcoUVLEiq9auYIcQfqOlfJFsxb08OEDMUH4x4jfDOtv3rih6LimirDpTcybN59YTEmSJKl4x9oiWfLkop/0ZbekbUyQICG9evVS/K0ksznKQfoeWmS1BgAArciaNRtt27aDmjVrShs3bKBPmzSmGTNmUeMmTcgT0Sww7ciRI9ShQwcqWbIklS5dmrp3707nzp0jZzBs2DBhqePZdFbST506Jbsdz1qwgMVWb/3StatrXX4dhd0tv+7ZyyCw1goNFQJuo0ZNbFoB5BQhTihjb3yh9GyhtesY/j579ozh76JFiwlh2d6U8Y5meeX948QxVsKsET+eSYyvjXuaPn16WUFdKXxvOnXuSgWtxAcrhZMn2MayUhL0IbGQVHFhK5jUTbRlq9YKW2NbieSJGqOWmSgMrDzz827RddlB+N4roXCRoiILdMNGjS1+ryWOTF6lTp1a/G9rvFmaFGneopWi85grt5Zdso1yAlg/qNWv8+UvIGLla9SsZVgXUz9e/lmrUrWaUDj5GXKEatWqy67PnDkzFS9ewvheODB3onXUv/454vaZJeGTNDRz5iw2wyF0UJj9TtYAQA0YG0ALWHZZtGgJff55U4qMjKS2bVvTWhcYk9ymMK9atUooyqwgV6hQQSjMrECzBXTXrl2kJVymatasWbRt2zYxEKtXr05169aVnRE/evQo5cuXj169emVYJkz4aOHyBrh0S9y48Yyscmyp4+zOtixpUqGp5AchsnwFc1dZeawf25I7ePUaNaljpy6K3Dzl4ImBNm3bUavWbRyIu1QuxSoW7j8QGPjRKSNr1qwiMVau3LnN3OWdCbtuli5dhgoWkle6ldw19jRo1qx5zPaS+yy9PiZ9+gzmCb7shDP/GpVRMmmos71AEyVKrHjSpXaduoYSTvqJBT1cW15L1Dznpts2bNhY0TEKF5EvE6bU3df0+JZOx2EZ9md4lk+IVqRIUQoNrSPeOWXLlpfdTq8E6r0UtIQ9Zz797HNydnZ2y2gwMCSDiyekvurR0+I7mp/3uPG8r0am1vibrAGAUjA2gJawzDBt+gwh90dFRVHbNq3p5En7vBs93iWbk3vxMmTIEKP133//PfXt21fENmsFD05OLpYtWzbxuVevXvTjjz/SrVu3zOJDeaDKlbvyJqxZn2wlZpG6UVauXIUqVKio2IIrq7xIVjqaRMgaadLExOBamxDIYSVhkKrIW7XXEUDiPj5//lyU+NHf4+Bg9UpCqlSp6cED9WXX9G6bZ898tOyrhd1m9Ri7pOvsLENj/Xu9Yia18jrrGXLUJdu0XVyTetfOHeJFLlU6Xrx4QVpQrHhxOnPmtF37JrRhjWerPnujpJPxjHAMS9Zl5ZMJanqfJ4f0E0QvX8a4Fjszizcr6OvWraG69epTvnz5NS3P16VrN4qMiKSnCpP+ceZwrbOImnp7SGncuIlHhNe4G3+TNQBQCsYG0BrWTcaNG0/37t2lTRs30mefNqFdu/dQypQpyacU5kuXLlHr1uaum+yiPWbMGNXHY8GUZ6HkhCJWwKWsWLFCxOHJZbPlgcr1vnLnzi0UnDp16tCff/6pKDPvtWvXzNaxFZHP5UqsCWTxbZQMMhX81bk766yuiR3b+rGcqVAzuXPnsfhdZESE8gPZ0U75pGnqj5M5Sxa7FGZ16Iys6XLjSou+4sQNhw8dtPh9h46dzM5l7jrrXBMzn/vzz7+gRYsWWLXymU5S8eznF180p7lzZxvWVatek5YtXazpBJES1PYVx7Wmt5DpWzoR0qx5S5o/b65sZn7ezvTd4d4qYubPSZUqVRXvzXHO9+/ds7xBQIyCnjdfPtsVBRQ+stL7p3/mlCrMhQoVps2bNooKFFK+7dNPhMOsXbNa20kkP8r35QmyxtOnT2XdFJV6fwDgq2NDTg5PlzYNxU/gnLAt4F5ix45Ns2fPpSqVKwqP5RbNm9H6DRudUtbSbQozu2DzgOnTp4/R+p07d1Lx4tbrg8rBbh41anyMpZTGkEkH0Pbt20UsxMSJE2VvaOLEialKlSr03XffUUREBLVt21Zsz2WvbNGwQX2zdT/99BMNHjyYHCEk2Lq1zrQ8T1DsQIv75Mubh5YusXysuCFxLO5rKTOyNcE8MFaAcLl/9+4dpU5lPOtjep7o90Gqrlvtdpbui5L9uczWxYsXZY8TGBjL6jECY8l/b+t+yrUvdqD1l0DRokVFaIOeAgUKCAut/hixY8vvLx0LcYJiy663dI3cJiX30HSbWjVr0MUL5w1WV9PvE8SPZ2apzpA+ndl2Svtf7bZMxowZKE+eXGb9ZnqcoCDzZyt16o/PO3+XN08u2p8uHaVLl44OHTpkVzstred31tatW2W3jxWgU3UPmjRubHUb/Xc5c8hnl8+bJ8YtnWnevDnNmzfvw35xZKeIguPEVtwvcpNuSvaVPtN6a3+GDOlIKalSpqScOXLQ5cuXZS23fHzRDgVt4WfF9DfC1NOK3RVZWDS9tjiSfc2eQcm94fc4C6LXr1832iZ+vBAqUbyYQWHm94E9Y1fumpw5Dm0RLOLUXYMnyBpz55pPVFWqVEnzJKpa95Ovt8sTr9/fxoaz5HBvx5fHTEiqFLRo0SKhV+7evYs2rF9LjRo1snr9rhoXmijMoaGh4iE+fPgwVaxYUQjGLERynMOXX35JI0Z8zFrMg8YWLGDYmhGfPXu2SCzGFuwWLVrIbmMaJzF8+HCh8HGcha0Zi+UrVlKWLB/j4vQW5nfhkWQv3Mm29o82cbOOioq2+5zhEVFEAfL7vreR1EXu+6io91ShYiXxt2mbTD+HR1j/3hJKt+Pjy22rZP+GjZrQyD9+N1yTdB/Tz3L9I/e9EgMOx2JK931vw6WerZh6hZktDrXr1BN/G45hIZGTdOxEREbJWsEtXWNkZJSie2i6TdR7HeXMlZsOHTwg+z1/fm/ySOkoltF23Gq5c3/ySQ66dOmizTbYgm+LkmdGbszFDgqmNm2/FK73+u9atW4r/relMFtqp6X1RYoWl1WYefsIFeOKZ/yDQ+JZ3Ub6XZo0aeiexPLKce7S76Wz+vxukXt6efvYQcr6Jcr0gVDYp6bvFk66p+ZZ4HdbmbLlKWeuPDR1yiSz73nMKD0eb8vlzR48eGCx/UWLlZD9Tjo2Tb+LjHpv9J3p74J+vXRik++n3Pn53SGNLbR1bWquX8lvmlpM+9eZeIKswaU3kyZNarTOUhI/RzJda91PWuCM58ebUHv9/jY25ORwtjDjmfHt68/+SU7q2esb+vWX4TR02DCqFVrH8Fsnd/2uGheaKMzjx48XQsPevXvFIhXA1q5da/jMF6xEYbbF0KFDadSoUbR8+XKqWlXeFY8HI8dYdOnSxTDg2DLK7pVKzPu8T44cluNkvQFr15nYVgIkhzMwBTjsHskJxDZt3EDlypUXM01Sl0bTvsmQMSPVq1ff8P3z588U3Re1Lq6sRMhh7TCcbOrFi+eUO09e0hK1icaUXKtOYXynWqTn5nJB4RER5smzZJ453jZWYKCswqyW4JAQmXbJjBELt4nfZ67AmhuwmoRaamuSN/2iGf0zepRFd3Wt3bCfPTN3RbWHdOnlXc5dhbVXZaPG1spjOHZDlb67+HnKmi07nTh+TNmB/cgl2xNkDVaWXR3qBYC3yuH+oDACoq++6iHkkaNHjtD69esoNLS2u5ukjcLM8QmuYvr06fT333/Tnj17hJubJXgwsvLOriNTpkwRiWIGDBhA7dp9THbkiSRWENehhUDFluKIyAiR0Iazz476+0+bQqDyrK7qhGvuK7nsilyiijMVc4IavcLMWZtbtGxldm1ZsmQ1ZEEuWLAg7dy5gzJkyEi3bt20eu5AWzGKknJSbOk0q6VqwPIFt+/QUbgqm9a7tXWL+BrZW4NT7aeQSXygRMiS9iPXnFa1gwy58+RxKDu3vlyQUuLFjy9+YE3hsk9KqVGjJl2+clm2lJecK72WNcrthZNN7d2zh548eawqGdyVK5epRcvWoo4w17O2iskYCgmJK9znOM4s5ntruwY4HCtrOI9KHJ3LM80Eb466/rd2zTlz5rK2p8Vv9LGAShKe8MQI97ul/ubm1axZi27evEH5LSQw0zKJna/g67IGAPaCsQGcDYcfduvWnUaO/IN+/eUXqlUr1Om5kWyhWSQ1Jwc4fvw4HThwwGg5eNByIiB7+PXXX8Wg49hoaV23s2fPiu/5b46d1scGsbCdMWNGkdaeY0B//z3GFddTYWsqZ+V1pBC4HmszeCEhIVS3bn2haJparWIsXDqjhEBly5aj/AWUKzpyQmemTJnlt7QyCPTZXKtUqSaUR7Y6y20fV2I9LFW6jLCWWSsFwxMGXMdYn3HalgjL1lw+rpKM0abw/TVVlpXC9z5//gJUv35DRdubC+g6i/HxrjQuKbJuSxSPxo0/Fc8cP59yWOsHUwWmSNFi9NlnTWUtt3Ltcuc7mWsJMzyR1bFTZzFO1ZQb6/F1L/Gs8eSAPc+q9YkDx29McLDy67GMcf8mS2bszmoJrufMZfk4yz0jl3SGJ9n0ta2VNsX0eVNWH932feJybm3btbe5Lb/neFvL5c504regU6cuZgkL9TXP2QL9cWuYmP1B1gDAXjA2gCtgt2xOfnjw4AFhBPMJCzMPCHa5ePv2rZnwwAKpaXZPR7hw4YLV76VZ/dgquGzZMvImgoODRbmiY8eO2rU/12e+evWK+FvNbAwnL+IEOOXLVxAWwHn/zTF8x2UCTEsF2ELu1GnSpqUbN4wT1yiVzUqULEnFS5Qwu6YGDRvR1StXqGChj2ULWDi0pGjpKVOmrFjMsGAtsmU5k1PGeIasQoWYmG9ZFPQPu4CnrRsTu2wNfqlwXVWOfZs7Z5aF09meH7N1nc6ulSwtG2a9dJg2DZG7J+6cxXTUNVNNNklbVxnLSlI6e+8Rj4m7dz8k2rKzC6Wlybp/9bViJZxzCPAizVzNJZ4mThhvWMfeK2rg51CnM/aOSZsunbDmOorSCQ+9J4rlNlqmZas2dPHiBTEpd1z/mwN92S9kDQDsBWMDuAKe/K9duw4tWbKYNm/eTBU/5FDy+jrMHPD/7bffWkxWAVyPGqGWBSd2/dVbm9UoRlmzWldObaHUjVPueri8lLUSU66Ca+lev25cAqFS5Sqq4+DZ1fjkyROqz8/3Rl+GxNLtVPQ82OgLtRMnqs6tBivNVOMWzFnR9Z4Mr1+/jlnpZrcfTyE4TrD1DUzuMz9/1ur7agUryN2696AgzmYd4tjvTaxYakrteSfWlGm2SnPoixRYmAEAAHgC9es3EArzyhXLafDgn71fYX7y5An169dPlOsBGqNWdrdT1mGFRuqazQXpjx8/JmIabZFato6sTMPlFBkn6yatW7el8PBwWrVqBb1588bu49gSIrNn/4S+bN+B9u3bS2fPnFGkJMp9y9YpexRmY3TyMcxK9GUL67t07S7iwW3GxTqAJUWX3bv0cEznw4cPKU/ej+1gN9uHD2OyFKtFH/fOru/6jMnujpNxLx+vvWy58sbfSG4L3yNpf3EoSekyZY0s3Gz95drc7FmyPCzGwqDVrbXsfmwOT+Kye78cjvY172/mpaBwwoZdFO3xKsiVOw8llIwJSzRu8hnt2L6V6ikM5wCegyPZsAEAwFcIrV1b6CZcl5m9oQoWkM/D4TUKc+PGjWnNmjXUq1cvLQ4HHLDoaWUd4FjKVKlTi0RXtnBI5HSyMYMVUE2ao7MtOLPixhmk9QqzPj7QEtmyfyIUbFfBSdtY2bRHaeWJE5uTJ05SNDmutFKlypQ8RQrhas+xU9IyLC1btaYZ06fSs2eWM6NbgmPiGWdkqW3fvqNIWqYGT0g4pkfvsWAJaaK+cuUryE50sJeFPr46SeIktGXLZpcMfj43uwXy+6txk08VKcalSpVWfR7uryJFi4ps/pkzZ1F1VWwd/6Z3H6tZ0eVo2NC4JqUleAIbk9gAAAC8lUSJEonSkZz498jhI96vMHMAPwfyL168mLJnz24WRzdt2jQtTuNXcPKely9fUOrUrillYwrP6Ejj/dTibVa6hAkTifttyYVa6UQEuz+ytZLLSKVKZT15kD4TrtZYainHxrNwXrRYMfU7KzqxTjZ7r6PPA+/LCdf0mNYs5WeV77Wcwmyt9FaduvVkXYjjx3PcrZhjQuUym/sK3CecnJAnfNi7whamyfWcDU+inDp1iooWLWr12ZN+V6x4TL1kVQTExEZzyTGeMFOLmjJhrkJNSAMAAADgTIoUKSIU5qNHj1C7dm3IqxXmHj16iPg/VpTv37+vxSH9Hrbu2LLwSJN1uVXY8QLl2JbC1qFjJ3rx/LlFJUfNfVXjFVC6dBntrcxGbdUZWd04SZrVXTW0+hUuUsSgMLsLLullqYyZ6YRFw4aN6cGD+5Qps3w2dzXw5ISnI5cgLF36dKKGubzV03gMsVWZrarp0qe3uw2spLLbtiOVASx5U7CbuBrsmdRhCzPvx6X5DDjhHWxvCS4AAADAmyn6Ic/G0aP2JUP2KIV53bp1tHbtWqpcubIWhwMqBfMZ02Ms+HXq1KXIqCh3N8kjadS4CS1buoSqVqtuufSTNYugk+YhOE6UraMrVoQ55pIrEfalTQ0Kcp0FK76VuEq1ZaWcqRR+3bOXyOifJImxpTpX7txi0QK1brYGFHR/06bNaMOGdRRauy45glzIANes5vvC5T+swf3J9zZzlhg3ZKVIHwPu7ipVqlLePHkpdRr3eNI47Akjs3sSEw8ILWCPFVfhbd5BAAAAfJciRWMm1I8cOUxRbtRxNFGYufSNM2IAgRI+CjdchufMh/hZ97TAutBlSR2qVas2rV272qkp49Onz0Bf9ehpvzDoJBmSFavcefIYFGZ7CbBwozktP8d/JFCYJMkepVV/T3kW8PGjR4ri3rU6tz3H4SzL2tQDNoZrJ3OcN7ui2yJBAuVJq0zJkjUrde7Sze79v2jWgvbu3U01a4bKxtXq6xSbwtfGHi2OuREHmNUHVptnwFmoeTfw793jx4+N6t7rKVSoML16+VL0kzcChRkAAICnkCNHTgoJCRGJe2/dukVp0trv1eZ2hXn06NHUvXt3Gj58uIhhNi1jkSqV+tguYA9uEnRkBCylNUSZAgULCmWfB4SnCYLVq1enffv2u6z+mxI3fHk+Xhtnsr5//55h3HECN8U4oDCz8l+7jmNWT28mVmAglbegbColxAmKvCmZM2cWiz39zOXn9H87yvv378ndGGf+Vr5fuy87iDJ8cu8sngSooPH7gs/z7t07cgWelHjOn0BmbAAAINnfVC5fe/bsWbp69ap3K8zNmjUTLo5VqsRkRJVaeliw8gTByFcxE/LcEMOcxEL25IyZMtHNGzcUHcPZyrK9lC1blooULe4yqwsntGKLu9rsylKKlyghyi/ZY7mz5+nR6t44YmH2vtqxxu3l7OpPnz4RJZg8GcfLMH382zN+F6TXo/zaAgMDxeIqXKoww8IMAADAg8iUObNBYS5TVl1+Eo9SmFetWqXFYYBdBBgJOtEuVJjZtfPmzRuUN598mvcg0zhOSdu4FMvRI0eofAXzcjSehisFSL5DhQoXVr2ftIliNi5bNjsboP75iRvXXqu4dkS//1jiyG0ouHccQ79l8yYzS3zBQoVkt+cMzHv37lGUidrb8IRszNI2yMW7ewpVqlSjZcuWUImSpZx+Li7fBgAAAHgK2T+Eul28eNFtbdBEYa5U6aP72dOnT0WsmycLH75EgAOu0M527axWvSY9W7yISpU2r29avXpNKl++IsWNG9fJrfQXNLLyqti2WfMWtH3bNqoV6v6M0NHR7z1KEbNE8eIlhBKs1DrJmag5FjZNGs+2PNuDJ/ST1Mrtyb9ZHLLSs9c3IsbcWXTr9hW9Cw+nhArzHQAAAACuIG3aGI/JBw8ekLvQTEIYNWoUpU6dWriCXrt2jdq0aUN9+vQR5VuA6+DEQxzD6gmxpOxe3LFTZypQoKCs1RbKsnY4nOz3wwEyZVIe28rbtm7T1mK9aaWWeX39WkfKOeX/8IwZlfdxMcEKwwrUuPKyEpcxYyaXToS5isRJkri7CRQcHGz425Uu1vbgTGWZSZgokfj9BgAAADyJ5CliEktzsk2vtjCPHTuWRowYQUOGDKHevXuLdaGhoaI+M89WDx48WIvTADkkSgkrKCz01W/QkDyR8PBwdzfBh3FMY+7+1df0/Nkzh2rq2svnTb+gUydPUMFC6l3R9eTOnUdkLk6WLDldvXKJXEm9+g3o9KmTVLZsOZee1xuxUCLcbXDG77bt2lNgrFgebWEGAAAA/JWEHyqLvHr1yrsV5vHjx9O///5LjRs3pr59+4p1LVq0EBl/v/nmGyjMTsSb0rOcOHHc3U3w2f501MIcP358sbiDBAkSUOkyZR06Bk8WWbJ0O5u8efOJBajFAzRmIuEZBYC76NS5iyibAgAAQJ74CWLk09evX5O70GRKnbOWFZZJVFSgQAG6f/++FqcAlvCijKaengHYE4hrZ1mpFCngSgm8i+hoz1CYAQAAAOC5xI/vfoVZEwtzjhw5aPfu3aJOlpRly5aJ74Br8PRyIPbXGPZ9mrdoRZEREXZbefPnL6B5m7wVT0gmBSzxsW/QTwAAAABQWo3lzZs35NUK86BBg6ht27aiRhZnHZ0/fz5dunSJ5syZQ9OnT9fiFMAH4NIo9+7epVKly7i7KR5HxowZHdo/abKkmrUFAFcAhRkAAAAAtoj9oUyttLKF1yjM2bJlo4MHD4pEO02aNKFkyZLR0KFDRTziyJEjKW/evBQWFkZ16tTRtsXACKlR2dMtzPysfNWjp8e305to3botvXjxwm3xuwDYS7HiJdzdBAAAAAB4OIEfqlhERUV5Xwwzl46SavqVK1emzZs3ixpZT548oV27djlNWc6fP79w72XlnJd8+fJZzMrcoUMHocxzYpfhw4eT7+FdyieUZW1Jmy4d5cqdmzyRAC97NoHzkRqVEa4DPB3IGgDIg7EBXIlXW5jdxdu3b+ncuXN07949SpEihdVtBw4cSNevXxdJyViRr1mzphDSmjZt6rL2AuC3uElfhqsvAMBRIGsAIA/GBnA1gYGx3G5hdkhh3rt3LyVNajt2smLFiqQVJ0+epDRp0tgcpMzs2bNp3rx5lDhxYrFwXegZM2b41ED1JpdsAAAAwBuArAGAPBgbwF0WZq9VmDl22ZY1h5U4tSZ0viFyxaljxYpFR48epaCgICpTpoxILFakSBEaPXo05cmTx2jbp0+fitk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} } ], "source": [ "ts_warm = TemperatureSeries(name=\"Warming\")\n", "ts_warm.generator_specs[\"change_per_year\"] = 0.1\n", "df_t = ts_warm.generate(start=\"2000-01-01\", end=\"2019-12-31\", seed=4)\n", "\n", "df_t[\"Trend\"] = df_t[\"tas\"].rolling(window=365, center=True).mean()\n", "vct_doy = df_t[\"datetime\"].dt.dayofyear\n", "df_t[\"Cycle\"] = (df_t[\"tas\"] - df_t[\"Trend\"]).groupby(vct_doy).transform(\"mean\")\n", "df_t[\"Remainder\"] = df_t[\"tas\"] - df_t[\"Trend\"] - df_t[\"Cycle\"]\n", "df_t[\"Series\"] = df_t[\"tas\"]\n", "\n", "tsc_parts = TimeSeriesCollection(name=\"Temperature decomposition\")\n", "for name in [\"Series\", \"Trend\", \"Cycle\", \"Remainder\"]:\n", " ts = TimeSeries(name=name, alias=name)\n", " ts.varname = \"Temperature\"\n", " ts.units = \"C\"\n", " ts.set_data(input_df=df_t, input_dtfield=\"datetime\", input_varfield=name)\n", " tsc_parts.append(new_object=ts)\n", "tsc_parts.update(details=True)\n", "\n", "tsc_parts.view_specs[\"layout\"] = \"stacked\"\n", "tsc_parts.view_specs[\"panels\"] = [[\"Series\"], [\"Trend\"], [\"Cycle\"], [\"Remainder\"]]\n", "tsc_parts.view()" ] }, { "cell_type": "markdown", "id": "cv00028", "metadata": {}, "source": [ "The catalog sorts the names alphabetically, so the `panels` spec is also how to set the reading order. Note how each panel keeps its own y range: the trend is much smaller than the cycle, but both fill their panels. Read the values on the axes before comparing the size of the parts. The trend and the remainder are also shorter than the series, as the moving average needs a full window on both sides.\n", "\n", "## Series of the same variable\n", "\n", "Some collections hold one variable only, and their series can share a single axis. The `TimeSeriesCluster` is for different sites, and adds the `series`, `series-simple` and `correlation` layouts. Here is a small network of rain gauges:" ] }, { "cell_type": "code", "execution_count": 13, "id": "cv00029", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": "
", "image/png": 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" } } ], "source": [ "tsc_gauges = TimeSeriesCluster(name=\"Gauges\", base_object=RainSeries)\n", "for i in range(4):\n", " name = f\"Gauge {i + 1}\"\n", " ts = RainSeries(name=name, alias=f\"G{i + 1}\")\n", " ts.generate(start=start, end=\"2019-12-31\", seed=10 + i, inplace=True)\n", " tsc_gauges.append(new_object=ts)\n", "tsc_gauges.update(details=True)\n", "\n", "tsc_gauges.view_specs[\"layout\"] = \"series\"\n", "tsc_gauges.view()" ] }, { "cell_type": "markdown", "id": "cv00030", "metadata": {}, "source": [ "With many series, the `highlight` spec keeps a few in color and sends the others to the background:" ] }, { "cell_type": "code", "execution_count": 14, "id": "cv00031", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": "
", "image/png": 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" } } ], "source": [ "tsc_gauges.view_specs[\"layout\"] = \"series-simple\"\n", "tsc_gauges.view_specs[\"highlight\"] = [\"Gauge 2\"]\n", "tsc_gauges.view()" ] }, { "cell_type": "markdown", "id": "cv00032", "metadata": {}, "source": [ "The `correlation` layout gives the same comparison as numbers. The weather of these gauges is independent, and they only share the cycle, which is already enough for high values:" ] }, { "cell_type": "code", "execution_count": 15, "id": "cv00033", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": "
", "image/png": 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" } } ], "source": [ "tsc_gauges.view_specs[\"layout\"] = \"correlation\"\n", "tsc_gauges.view()" ] }, { "cell_type": "markdown", "id": "cv00034", "metadata": {}, "source": [ "A `TimeSeriesEnsemble` is for many realizations of one series, like model runs. Its `series` layout draws the members in the background, with percentile bands and statistics on top. A `SeasonalEnsemble` does the same with the years of a single series, and it comes straight from the series:" ] }, { "cell_type": "code", "execution_count": 16, "id": "cv00035", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": "
", "image/png": 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" } } ], "source": [ "ts_long = TemperatureSeries(name=\"Long record\")\n", "ts_long.generate(start=\"2000-01-01\", end=\"2024-08-15\", seed=1, inplace=True)\n", "\n", "se = ts_long.get_seasonal_ensemble()\n", "se.view_specs[\"highlight\"] = [\"2024\"]\n", "se.view()" ] }, { "cell_type": "markdown", "id": "cv00036", "metadata": {}, "source": [ "```{seealso}\n", "These objects have their own tutorials: {doc}`Time Series - Clusters `, {doc}`Time Series - Ensembles ` and {doc}`Time Series - Seasonal ensembles `.\n", "```\n", "\n", "## Saving a figure and adding to it\n", "\n", "With `show=False`, the `.view()` method saves the figure instead of showing it. The file is `{folder}/{filename}.{fig_format}`, from the specs of the same names, and the folder must exist:\n", "\n", "```python\n", "tsc.view_specs[\"folder\"] = \"./outputs\"\n", "tsc.view_specs[\"filename\"] = \"catchment\"\n", "tsc.view_specs[\"fig_format\"] = \"png\"\n", "tsc.view(show=False)\n", "```\n", "\n", "With `return_fig=True`, it returns the matplotlib figure, for adding things that the specs do not cover. The axes come panel by panel, and each panel of the `stacked` layout has three: series, histogram and CDF. Here is the zero line of the error, and a mark on a date of interest:" ] }, { "cell_type": "code", "execution_count": 17, "id": "cv00037", "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": "
", "image/png": 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" } } ], "source": [ "tsc.view_specs[\"panels\"] = [[\"Observed\", \"Simulated\"], [\"Error\"]]\n", "tsc.view_specs[\"panel_heights\"] = [3, 1]\n", "fig = tsc.view(return_fig=True)\n", "\n", "ax_flow, ax_error = fig.get_axes()[0], fig.get_axes()[3]\n", "ax_error.axhline(y=0, color=\"black\", linewidth=0.8)\n", "ax_flow.axvline(x=pd.Timestamp(\"2020-10-01\"), color=\"gray\", linestyle=\"dotted\");" ] }, { "cell_type": "markdown", "id": "cv00038", "metadata": {}, "source": [ "## Recap\n", "\n", "- The `layout` spec chooses the visual, and the class decides which layouts are available. An unknown layout raises an error that lists the options.\n", "- `full` and `simple` show when there is data, and `stacked` and `stacked-simple` show the values on a common time axis.\n", "- `panels` sets which series go in each panel, `panel_heights` sets their relative sizes, and series in a panel must have the same units.\n", "- The collection specs decide the figure, and the specs of each series decide its look.\n", "- Clusters and ensembles add the `series` layouts, where series of one variable share an axis.\n", "- `return_fig=True` gives the matplotlib figure, for anything else." ] } ], "metadata": { "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.5" } }, "nbformat": 4, "nbformat_minor": 5 }