From b28fb3791b49d669ed4ecea944ff56d8894c7089 Mon Sep 17 00:00:00 2001 From: Emilio Mayorga Date: Sun, 23 Sep 2018 23:43:36 -0700 Subject: [PATCH 01/13] Removed two old and no longer useful or relevant examples --- Examples/APIDemo.ipynb | 296 ----------------------------------------- Examples/Sample 1.1.py | 97 -------------- 2 files changed, 393 deletions(-) delete mode 100644 Examples/APIDemo.ipynb delete mode 100644 Examples/Sample 1.1.py diff --git a/Examples/APIDemo.ipynb b/Examples/APIDemo.ipynb deleted file mode 100644 index c2f5518..0000000 --- a/Examples/APIDemo.ipynb +++ /dev/null @@ -1,296 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 30, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "__author__ = 'stephanie'\n", - "\n", - "#Demo Created and run against little bear river demo database. scripts are located at \n", - "#https://github.com/ODM2/ODM2/tree/master/usecases/littlebearriver/sampledatabases\n", - "\n", - "import matplotlib.pyplot as plt\n", - "from matplotlib import dates\n", - "%matplotlib notebook\n", - "# inline\n", - "\n", - "from odm2api.ODMconnection import dbconnection\n", - "from odm2api.ODM2.services.readService import *\n", - "\n", - "\n", - "# Create a connection to the ODM2 database\n", - "# ----------------------------------------\n", - "\n", - "#createconnection (dbtype, servername, dbname, username, password)\n", - "session_factory = dbconnection.createConnection('mysql', 'localhost', 'ODM2', 'ODM', 'odm')#mysql\n", - "#session_factory = dbconnection.createConnection('connection type: sqlite|mysql|mssql|postgresql', '/your/path/to/db/goes/here', 2.0)#sqlite\n", - "# session_factory= dbconnection.createConnection('mssql', \"(local)\", \"LBRODM2\", \"ODM\", \"odm\")#win MSSQL\n", - "# session_factory= dbconnection.createConnection('mssql', \"odm2\", \"\", \"ODM\", \"odm\")#mac/linux MSSQL" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "_session = session_factory.getSession()\n", - "\n", - "read = ReadODM2(session_factory)" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "# Run some basic sample queries.\n", - "# ------------------------------\n", - "# Get all of the variables from the database and print their names to the console\n", - "allVars = read.getVariables()\n", - "\n", - "for x in allVars:\n", - " print x.VariableCode + \": \" + x.VariableNameCV" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Jeff Horsburgh\nNancy Mesner\nAmber Spackman\nErin Jones\nJanet Barnette\nJason Bahr\nChris Cox\nUnknown Person\nLisa Ward\n\n-------- Information about an Affiliation ---------\nJeff: 1\nJeff: 2\nAmber: 3\nNancy: 4\nAmber: 6\nJeff: 6\nErin: 46\nJanet: 48\nJason: 45\nChris: 45\nUnknown: 45\nLisa: 47\n" - ] - } - ], - "source": [ - "# Get all of the people from the database\n", - "allPeople = read.getPeople()\n", - "\n", - "for x in allPeople:\n", - " print x.PersonFirstName + \" \" + x.PersonLastName\n", - "\n", - "try:\n", - " print \"\\n-------- Information about an Affiliation ---------\"\n", - " allaff = read.getAffiliations()\n", - " for x in allaff:\n", - " print x.PersonObj.PersonFirstName + \": \" + str(x.OrganizationID)\n", - "except Exception as e:\n", - " print \"Unable to demo getAllAffiliations\", e" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "# Get all of the SamplingFeatures from the database that are Sites\n", - "\n", - "try:\n", - " siteFeatures = read.getSamplingFeatures(type='Site')\n", - " numSites = len(siteFeatures)\n", - " print \"\\n-------- Information about an SamplingFeature of type 'Site'---------\"\n", - " for x in siteFeatures:\n", - " print x.SamplingFeatureCode + \": \" + x.SamplingFeatureName\n", - "except Exception as e:\n", - " print \"Unable to demo getSamplingFeaturesByType\", e\n", - "\n", - "\n", - "# Now get the SamplingFeature object for a SamplingFeature code\n", - "try:\n", - " sf = read.getSamplingFeatures(codes= ['USU-LBR-Mendon'])[0]\n", - " \n", - " print \"\\n-------- Information about an individual SamplingFeature ---------\"\n", - " print \"The following are some of the attributes of a SamplingFeature retrieved using getSamplingFeatureByCode(): \\n\"\n", - " print \"SamplingFeatureCode: \" + sf.SamplingFeatureCode\n", - " print \"SamplingFeatureName: \" + sf.SamplingFeatureName\n", - " print \"SamplingFeatureDescription: %s\" % sf.SamplingFeatureDescription\n", - " print \"SamplingFeatureGeotypeCV: %s\" % sf.SamplingFeatureGeotypeCV\n", - " print \"SamplingFeatureGeometry: %s\" % sf.FeatureGeometry\n", - " print \"Elevation_m: %s\" % str(sf.Elevation_m)\n", - "except Exception as e:\n", - " print \"Unable to demo getSamplingFeatureByCode: \", e" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "#add sampling feature\n", - "print \"\\n------------ Create Sampling Feature --------- \\n\",\n", - "try:\n", - " from odm2api.ODM2.models import SamplingFeatures\n", - " newsf = SamplingFeatures()\n", - " session = session_factory.getSession()\n", - " newsf.FeatureGeometry = \"POINT(-111.946 41.718)\"\n", - " newsf.Elevation_m=100\n", - " newsf.ElevationDatumCV=sf.ElevationDatumCV\n", - " newsf.SamplingFeatureCode= \"TestSF\"\n", - " newsf.SamplingFeatureDescription = \"this is a test to add Feature Geomotry\"\n", - " newsf.SamplingFeatureGeotypeCV= \"Point\"\n", - " newsf.SamplingFeatureTypeCV=sf.SamplingFeatureTypeCV\n", - " newsf.SamplingFeatureUUID= sf.SamplingFeatureUUID+\"2\"\n", - " session.add(newsf)\n", - " #session.commit()\n", - " print \"new sampling feature added to database\", newsf\n", - "\n", - "except Exception as e :\n", - " print \"error adding a sampling feature: \" + str(e)" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "# Drill down and get objects linked by foreign keys\n", - "print \"\\n------------ Foreign Key Example --------- \\n\",\n", - "try:\n", - " # Call getResults, but return only the first result\n", - " firstResult = read.getResult()[0]\n", - " print \"The FeatureAction object for the Result is: \", firstResult.FeatureActionObj\n", - " print \"The Action object for the Result is: \", firstResult.FeatureActionObj.ActionObj\n", - " print (\"\\nThe following are some of the attributes for the Action that created the Result: \\n\" +\n", - " \"ActionTypeCV: \" + firstResult.FeatureActionObj.ActionObj.ActionTypeCV + \"\\n\" +\n", - " \"ActionDescription: \" + firstResult.FeatureActionObj.ActionObj.ActionDescription + \"\\n\" +\n", - " \"BeginDateTime: \" + str(firstResult.FeatureActionObj.ActionObj.BeginDateTime) + \"\\n\" +\n", - " \"EndDateTime: \" + str(firstResult.FeatureActionObj.ActionObj.EndDateTime) + \"\\n\" +\n", - " \"MethodName: \" + firstResult.FeatureActionObj.ActionObj.MethodObj.MethodName + \"\\n\" +\n", - " \"MethodDescription: \" + firstResult.FeatureActionObj.ActionObj.MethodObj.MethodDescription)\n", - "except Exception as e:\n", - " print \"Unable to demo Foreign Key Example: \", e" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n------- Example of Retrieving Attributes of a Time Series Result -------\nThe following are some of the attributes for the TimeSeriesResult retrieved using getTimeSeriesResultByResultID(): \nResultTypeCV: Time series coverage\nProcessingLevel: Raw data\nSampledMedium: Not applicable\nVariable: USU3: Battery voltage\nAggregationStatistic: Minimum\nElevation_m: 1345.0\nSamplingFeature: USU-LBR-Mendon - Little Bear River at Mendon Road near Mendon, Utah\n" - ] - } - ], - "source": [ - "# Now get a particular Result using a ResultID\n", - "print \"\\n------- Example of Retrieving Attributes of a Time Series Result -------\"\n", - "try:\n", - " #tsResult = read.getTimeSeriesResultByResultId(1)\n", - " tsResult = read.getResults(ids = [1])[0]\n", - " print (\n", - " \"The following are some of the attributes for the TimeSeriesResult retrieved using getTimeSeriesResultByResultID(): \\n\" +\n", - " \"ResultTypeCV: \" + tsResult.ResultTypeCV + \"\\n\" +\n", - " # Get the ProcessingLevel from the TimeSeriesResult's ProcessingLevel object\n", - " \"ProcessingLevel: \" + tsResult.ProcessingLevelObj.Definition + \"\\n\" +\n", - " \"SampledMedium: \" + tsResult.SampledMediumCV + \"\\n\" +\n", - " # Get the variable information from the TimeSeriesResult's Variable object\n", - " \"Variable: \" + tsResult.VariableObj.VariableCode + \": \" + tsResult.VariableObj.VariableNameCV + \"\\n\"\n", - " \"AggregationStatistic: \" + tsResult.AggregationStatisticCV + \"\\n\" +\n", - " \"Elevation_m: \" + str(sf.Elevation_m) + \"\\n\" +\n", - " # Get the site information by drilling down\n", - " \"SamplingFeature: \" + tsResult.FeatureActionObj.SamplingFeatureObj.SamplingFeatureCode + \" - \" +\n", - " tsResult.FeatureActionObj.SamplingFeatureObj.SamplingFeatureName)\n", - "except Exception as e:\n", - " print \"Unable to demo Example of retrieving Attributes of a time Series Result: \", e" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "# Get the values for a particular TimeSeriesResult\n", - "print \"\\n-------- Example of Retrieving Time Series Result Values ---------\"\n", - "\n", - "\n", - "tsValues = read.getResultValues(resultid =1) # Return type is a pandas dataframe\n", - "# Print a few Time Series Values to the console\n", - "try:\n", - " print tsValues.head()\n", - "except Exception as e:\n", - " print e\n", - "\n", - "# Plot the time series\n", - "\n", - "try:\n", - " fig = plt.figure()\n", - " ax = fig.add_subplot(111)\n", - " tsValues.plot(x='ValueDateTime', y='DataValue', kind='line',\n", - " title=tsResult.VariableObj.VariableNameCV + \" at \" + tsResult.FeatureActionObj.SamplingFeatureObj.SamplingFeatureName,\n", - " ax=ax)\n", - " ax.set_ylabel(tsResult.VariableObj.VariableNameCV + \" (\" + tsResult.UnitsObj.UnitsAbbreviation + \")\")\n", - " ax.set_xlabel(\"Date/Time\")\n", - " ax.xaxis.set_minor_locator(dates.MonthLocator())\n", - " ax.xaxis.set_minor_formatter(dates.DateFormatter('%b'))\n", - " ax.xaxis.set_major_locator(dates.YearLocator())\n", - " ax.xaxis.set_major_formatter(dates.DateFormatter('\\n%Y'))\n", - " ax.grid(True)\n", - " plt.show()\n", - "except Exception as e:\n", - " print \"Unable to demo plotting of tsValues: \", e" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 2", - "language": "python", - "name": "python2" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2.0 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.11" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} \ No newline at end of file diff --git a/Examples/Sample 1.1.py b/Examples/Sample 1.1.py deleted file mode 100644 index 03b986e..0000000 --- a/Examples/Sample 1.1.py +++ /dev/null @@ -1,97 +0,0 @@ -from __future__ import (absolute_import, division, print_function) - -import sys -import os -from odm2api.ODMconnection import dbconnection -import pprint -from odm2api.ODM1_1_1.services import SeriesService - -__author__ = 'stephanie' - -this_file = os.path.realpath(__file__) -directory = os.path.dirname(this_file) -sys.path.insert(0, directory) - - - -# ---------------------------------------- -conns = [ - #connection to the ODM1 database - dbconnection.createConnection('mysql', 'jws.uwrl.usu.edu', 'odm', "ODM", "ODM123!!", 1.1), - #connection to the ODM2 database - dbconnection.createConnection('mssql', '(local)', 'odm2', 'ODM', 'odm', 2.0)] - - -for conn in conns: - pp = pprint.PrettyPrinter(indent=8) - - print - print "************************************************" - print "\t\tODM2 -> ODM1 Demo: " - print "************************************************" - print - - odm1service = SeriesService(conn) - - pp.pprint(conn) - - print - print "************************************************" - print "\t\tUnits: get_all_units()" - print "************************************************" - print - - pp.pprint(odm1service.get_unit_by_id(321)) - - print - print "************************************************" - print "\t\tSites: get_all_sites()" - print "************************************************" - print - - pp.pprint(odm1service.get_all_sites()) - - print - print "************************************************" - print "\t\tMethods: get_all_methods()" - print "************************************************" - print - - pp.pprint(odm1service.get_method_by_id(8)) - - print - print "************************************************" - print "\t\tVariables: get_all_variables()" - print "************************************************" - print - - pp.pprint(odm1service.get_variable_by_id(10)) - - print - print "************************************************" - print "\t\tData Sources: get_all_Source()" - print "************************************************" - print - - pp.pprint(odm1service.get_all_sources()) - - print - print "************************************************" - print "\t\tSeries: get_all_series()" - print "************************************************" - print - - ser = odm1service.get_all_series() - - pp.pprint(ser) - - - print - print "************************************************" - print "\t\tData Values: get_all_DataValues()" - print "************************************************" - print - - pp.pprint(odm1service.get_values_by_series(ser[0].id)) - - print "The end" From e3207f1197c0fcd208380dd0b451c951bc257faa Mon Sep 17 00:00:00 2001 From: Emilio Mayorga Date: Sun, 23 Sep 2018 23:45:02 -0700 Subject: [PATCH 02/13] Added new example notebook and associated SQLite ODM2 database with measurement results, plus a conda environment file for this notebook. --- ...ualityMeasurements_RetrieveVisualize.ipynb | 1532 +++++++++++++++++ Examples/clientenvironment.yml | 19 + ...aterquality_measurementresults_ODM2.sqlite | Bin 0 -> 2002944 bytes 3 files changed, 1551 insertions(+) create mode 100644 Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb create mode 100644 Examples/clientenvironment.yml create mode 100644 Examples/data/iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite diff --git a/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb b/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb new file mode 100644 index 0000000..11d5db7 --- /dev/null +++ b/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb @@ -0,0 +1,1532 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# ODM2 API: Retrieve, manipulate and visualize ODM2 water quality measurement-type data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This example shows how to connect to an ODM2 database using the ODM2 Python API, retrieve data, and use it for analysis or visualization. The [database (iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite)](https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/data/iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite) contains [\"measurement\"-type results](http://vocabulary.odm2.org/resulttype/measurement/).\n", + "\n", + "This example uses SQLite for the database because it doesn't require a server. However, the ODM2 Python API demonstrated here can alse be used with ODM2 databases implemented in MySQL, PostgresSQL or Microsoft SQL Server.\n", + "\n", + "More details on the ODM2 Python API and its source code and latest development can be found at: https://github.com/ODM2/ODM2PythonAPI\n", + "\n", + "[Emilio Mayorga](https://github.com/emiliom/). Last udpated 9/23/2018." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Adapted from notebook https://github.com/BiG-CZ/wshp2017_tutorial_content/blob/master/notebooks/ODM2_Example3.ipynb" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "\n", + "import sys\n", + "import os\n", + "import sqlite3\n", + "\n", + "import matplotlib.pyplot as plt\n", + "from shapely.geometry import Point\n", + "import pandas as pd\n", + "import geopandas as gpd\n", + "import folium\n", + "from folium.plugins import MarkerCluster\n", + "\n", + "import odm2api\n", + "from odm2api.ODMconnection import dbconnection\n", + "import odm2api.services.readService as odm2rs\n", + "from odm2api.models import SamplingFeatures" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(u'0.23.4', u'0.4.0', u'0.6.0')" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pd.__version__, gpd.__version__, folium.__version__" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**odm2api version used** to run this notebook:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "u'0.7.1'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "odm2api.__version__" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Make a Connection to the ODM2 SQLite Database\n", + "\n", + "This example uses an ODM2 SQLite database loaded with water quality sample data from multiple monitoring sites in the [iUTAH](https://iutahepscor.org/) Gradients Along Mountain to Urban Transitions ([GAMUT](http://data.iutahepscor.org/mdf/Data/Gamut_Network/)) water quality monitoring network. Water quality samples have been collected and analyzed for nitrogen, phosphorus, total coliform, E-coli, and some water isotopes. The [database (iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite)](https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/data/iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite) contains [\"measurement\"-type results](http://vocabulary.odm2.org/resulttype/measurement/).\n", + "\n", + "The example database is located in the `data` sub-directory." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# Assign directory paths and SQLite file name\n", + "dbname_sqlite = \"iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite\"\n", + "\n", + "sqlite_pth = os.path.join(\"data\", dbname_sqlite)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Database connection successful!\n" + ] + } + ], + "source": [ + "try:\n", + " session_factory = dbconnection.createConnection('sqlite', sqlite_pth, 2.0)\n", + " read = odm2rs.ReadODM2(session_factory)\n", + " print(\"Database connection successful!\")\n", + "except Exception as e:\n", + " print(\"Unable to establish connection to the database: \", e)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Run Some Basic Queries on the ODM2 Database\n", + "\n", + "This section shows some example of how to use the API to run both simple and more advanced queries on the ODM2 database, as well as how to examine the query output in convenient ways thanks to Python tools.\n", + "\n", + "Simple query functions like **getVariables( )** return objects similar to the entities in ODM2, and individual attributes can then be retrieved from the objects returned. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Get all Variables\n", + "A simple query with simple output." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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NoDataValueSpeciationCVVariableCodeVariableDefinitionVariableNameCVVariableTypeCV_sa_instance_state
VariableID
1-9999.0000000000NTNNoneNitrogen, totalWater quality<sqlalchemy.orm.state.InstanceState object at ...
2-9999.0000000000PTPNonePhosphorus, totalWater quality<sqlalchemy.orm.state.InstanceState object at ...
3-9999.0000000000NNitrateNoneNitrogen, dissolved nitrite (NO2) + nitrate (NO3)Water quality<sqlalchemy.orm.state.InstanceState object at ...
4-9999.0000000000NAmmoniaNoneNitrogen, NH4Water quality<sqlalchemy.orm.state.InstanceState object at ...
5-9999.0000000000PPhosphateNonePhosphorus, orthophosphate dissolvedWater quality<sqlalchemy.orm.state.InstanceState object at ...
6-9999.0000000000Not ApplicableTcoliformNoneColiform, totalWater quality<sqlalchemy.orm.state.InstanceState object at ...
7-9999.0000000000Not ApplicableE-ColiNoneE-coliWater quality<sqlalchemy.orm.state.InstanceState object at ...
8-9999.0000000000CDOCNoneCarbon, dissolved organicWater quality<sqlalchemy.orm.state.InstanceState object at ...
9-9999.0000000000NTDNNoneNitrogen, total dissolvedWater quality<sqlalchemy.orm.state.InstanceState object at ...
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PersonFirstNamePersonIDPersonLastNamePersonMiddleName_sa_instance_state
0Nancy1Mesner<sqlalchemy.orm.state.InstanceState object at ...
1Dane2Brophy<sqlalchemy.orm.state.InstanceState object at ...
2Ben3Rider<sqlalchemy.orm.state.InstanceState object at ...
3Michelle4Baker<sqlalchemy.orm.state.InstanceState object at ...
4Erin5Jones<sqlalchemy.orm.state.InstanceState object at ...
\n", + "" + ], + "text/plain": [ + " PersonFirstName PersonID PersonLastName PersonMiddleName \\\n", + "0 Nancy 1 Mesner \n", + "1 Dane 2 Brophy \n", + "2 Ben 3 Rider \n", + "3 Michelle 4 Baker \n", + "4 Erin 5 Jones \n", + "\n", + " _sa_instance_state \n", + "0 \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
ElevationDatumCVElevation_mFeatureGeometryWKTLatitudeLongitudeSamplingFeatureCodeSamplingFeatureDescriptionSamplingFeatureGeotypeCVSamplingFeatureIDSamplingFeatureNameSamplingFeatureTypeCVSamplingFeatureUUIDSiteTypeCVSpatialReferenceID_sa_instance_stategeometry
0EGM961356.0None40.745078-111.854449RB_1300ENoneNone1Red Butte Creek at 1300E (downstream of spring)Site0DDE8EF6-EC2F-42C0-AB50-20C6C02E89B2Stream1<sqlalchemy.orm.state.InstanceState object at ...POINT (-111.854449 40.745078)
1EGM961356.0None40.745106-111.854389RB_1300ESpringNoneNone2Spring that enters Red Butte Creek at 1300ESite9848BBFE-EA3F-4918-A324-13E8EDE5381CSpring1<sqlalchemy.orm.state.InstanceState object at ...POINT (-111.854389 40.745106)
2EGM961289.0None40.741583-111.917667RB_900W_BANoneNone3Red Butte Creek terminus at Jordan River at 13...Site688017BC-9E02-4444-A21D-270366BE2348Stream1<sqlalchemy.orm.state.InstanceState object at ...POINT (-111.917667 40.741583)
3EGM961519.0None40.766134-111.826530RB_AmphitheaterNoneNone4Red Butte Creek below Red Butte Garden Amphith...Site9CFE685B-5CDA-4E38-98D9-406D645C7D21Stream1<sqlalchemy.orm.state.InstanceState object at ...POINT (-111.82653 40.766134)
4EGM961648.0None40.779602-111.806669RB_ARBR_AANoneNone5Red Butte Creek above Red Butte Reservoir Adan...Site98C7F63A-FDFB-4898-87C6-5AA8EC34D1E4Stream1<sqlalchemy.orm.state.InstanceState object at ...POINT (-111.806669 40.779602)
\n", + "" + ], + "text/plain": [ + " ElevationDatumCV Elevation_m FeatureGeometryWKT Latitude Longitude \\\n", + "0 EGM96 1356.0 None 40.745078 -111.854449 \n", + "1 EGM96 1356.0 None 40.745106 -111.854389 \n", + "2 EGM96 1289.0 None 40.741583 -111.917667 \n", + "3 EGM96 1519.0 None 40.766134 -111.826530 \n", + "4 EGM96 1648.0 None 40.779602 -111.806669 \n", + "\n", + " SamplingFeatureCode SamplingFeatureDescription SamplingFeatureGeotypeCV \\\n", + "0 RB_1300E None None \n", + "1 RB_1300ESpring None None \n", + "2 RB_900W_BA None None \n", + "3 RB_Amphitheater None None \n", + "4 RB_ARBR_AA None None \n", + "\n", + " SamplingFeatureID SamplingFeatureName \\\n", + "0 1 Red Butte Creek at 1300E (downstream of spring) \n", + "1 2 Spring that enters Red Butte Creek at 1300E \n", + "2 3 Red Butte Creek terminus at Jordan River at 13... \n", + "3 4 Red Butte Creek below Red Butte Garden Amphith... \n", + "4 5 Red Butte Creek above Red Butte Reservoir Adan... \n", + "\n", + " SamplingFeatureTypeCV SamplingFeatureUUID SiteTypeCV \\\n", + "0 Site 0DDE8EF6-EC2F-42C0-AB50-20C6C02E89B2 Stream \n", + "1 Site 9848BBFE-EA3F-4918-A324-13E8EDE5381C Spring \n", + "2 Site 688017BC-9E02-4444-A21D-270366BE2348 Stream \n", + "3 Site 9CFE685B-5CDA-4E38-98D9-406D645C7D21 Stream \n", + "4 Site 98C7F63A-FDFB-4898-87C6-5AA8EC34D1E4 Stream \n", + "\n", + " SpatialReferenceID _sa_instance_state \\\n", + "0 1 " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# A trivial but easy-to-generate GeoPandas plot\n", + "gdf.plot();" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A site has a `SiteTypeCV`. Let's examine the site type distribution, and use that information to create a new GeoDataFrame column to specify a map marker color by `SiteTypeCV`." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Stream 24\n", + "Spring 1\n", + "Name: SiteTypeCV, dtype: int64" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gdf['SiteTypeCV'].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "gdf[\"color\"] = gdf.apply(lambda feat: 'green' if feat['SiteTypeCV'] == 'Stream' else 'red', axis=1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note: While the database holds a copy of the **ODM2 Controlled Vocabularies**, the complete description of each CV term is available from a web request to the CV API at http://vocabulary.odm2.org. Want to know more about how a \"spring\" is defined? Here's one simple way, using `Pandas` to access and parse the CSV web service response." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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termnamedefinitioncategoryprovenanceprovenance_urinote
0springSpringA location at which the water table intersects...Spring SitesAdapted from USGS Site Types.NaNhttp://wdr.water.usgs.gov/nwisgmap/help/sitety...
\n", + "
" + ], + "text/plain": [ + " term name definition \\\n", + "0 spring Spring A location at which the water table intersects... \n", + "\n", + " category provenance provenance_uri \\\n", + "0 Spring Sites Adapted from USGS Site Types. NaN \n", + "\n", + " note \n", + "0 http://wdr.water.usgs.gov/nwisgmap/help/sitety... " + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sitetype = 'spring'\n", + "pd.read_csv(\"http://vocabulary.odm2.org/api/v1/sitetype/{}/?format=csv\".format(sitetype))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Now we'll create an interactive and helpful `Folium` map of the sites.** This map features:\n", + "- Automatic panning to the location of the sites (no hard wiring, except for the zoom scale), based on GeoPandas functionality and information from the ODM2 Site Sampling Features\n", + "- Color coding by `SiteTypeCV` \n", + "- Marker clustering\n", + "- Simple marker pop ups with content from the ODM2 Site Sampling Features" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "c = gdf.unary_union.centroid\n", + "m = folium.Map(location=[c.y, c.x], tiles='CartoDB positron', zoom_start=11)\n", + "\n", + "marker_cluster = MarkerCluster().add_to(m)\n", + "for idx, feature in gdf.iterrows():\n", + " folium.Marker(location=[feature.geometry.y, feature.geometry.x], \n", + " icon=folium.Icon(color=feature['color']),\n", + " popup=\"{0} ({1}): {2}\".format(\n", + " feature['SamplingFeatureCode'], feature['SiteTypeCV'], \n", + " feature['SamplingFeatureName'])\n", + " ).add_to(marker_cluster)\n", + "\n", + " \n", + "# Done with setup. Now render the map\n", + "m" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Add a new Sampling Feature\n", + "Just to llustrate how to add a new entry. We won't \"commit\" (save) the sampling feature to the database." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "New sampling feature created, but not saved to database.\n", + "\n", + "\n" + ] + } + ], + "source": [ + "sitesf0 = siteFeatures[0]\n", + "\n", + "try:\n", + " newsf = SamplingFeatures()\n", + " session = session_factory.getSession()\n", + " newsf.FeatureGeometryWKT = \"POINT(-111.946 41.718)\"\n", + " newsf.Elevation_m = 100\n", + " newsf.ElevationDatumCV = sitesf0.ElevationDatumCV\n", + " newsf.SamplingFeatureCode = \"TestSF\"\n", + " newsf.SamplingFeatureDescription = \"this is a test to add a sampling feature\"\n", + " newsf.SamplingFeatureGeotypeCV = \"Point\"\n", + " newsf.SamplingFeatureTypeCV = sitesf0.SamplingFeatureTypeCV\n", + " newsf.SamplingFeatureUUID = sitesf0.SamplingFeatureUUID+\"2\"\n", + " session.add(newsf)\n", + " # To save the new sampling feature, do session.commit()\n", + " print(\"New sampling feature created, but not saved to database.\\n\")\n", + " print(newsf)\n", + "except Exception as e :\n", + " print(\"error adding a sampling feature: {}\".format(e))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Get Objects and Related Objects from the Database (SamplingFeatures example)\n", + "\n", + "This code shows some examples of how objects and related objects can be retrieved using the API. In the following, we use the **getSamplingFeatures( )** function to return a particular sampling feature by passing in its SamplingFeatureCode. This function returns a list of SamplingFeature objects, so just get the first one in the returned list." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "odm2api.models.Sites" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Get the SamplingFeature object for a particular SamplingFeature by passing its SamplingFeatureCode\n", + "sf = read.getSamplingFeatures(codes=['RB_1300E'])[0]\n", + "type(sf)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'ElevationDatumCV': u'EGM96',\n", + " 'Elevation_m': 1356.0,\n", + " 'FeatureGeometryWKT': None,\n", + " 'Latitude': 40.745078,\n", + " 'Longitude': -111.854449,\n", + " 'SamplingFeatureCode': u'RB_1300E',\n", + " 'SamplingFeatureDescription': None,\n", + " 'SamplingFeatureGeotypeCV': None,\n", + " 'SamplingFeatureID': 1,\n", + " 'SamplingFeatureName': u'Red Butte Creek at 1300E (downstream of spring)',\n", + " 'SamplingFeatureTypeCV': u'Site',\n", + " 'SamplingFeatureUUID': u'0DDE8EF6-EC2F-42C0-AB50-20C6C02E89B2',\n", + " 'SiteTypeCV': u'Stream',\n", + " 'SpatialReferenceID': 1,\n", + " '_sa_instance_state': }" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Simple way to examine the content (properties) of a Python object, as if it were a dictionary\n", + "vars(sf)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can also drill down and get objects linked by foreign keys. The API returns related objects in a nested hierarchy so they can be interrogated in an object oriented way. So, if I use the **getResults( )** function to return a Result from the database (e.g., a \"Measurement\" Result), I also get the associated Action that created that Result (e.g., a \"Specimen analysis\" Action)." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "------------ Foreign Key Example --------- \n", + "\n", + "('The FeatureAction object for the Result is: ', )\n", + "('The Action object for the Result is: ', )\n", + "\n", + "The following are some of the attributes for the Action that created the Result: \n", + "ActionTypeCV: Specimen analysis\n", + "ActionDescription: None\n", + "BeginDateTime: 2014-10-30 00:00:00\n", + "EndDateTime: None\n", + "MethodName: Astoria Total Phosphorus\n", + "MethodDescription: Determination of total phosphorus by persulphate oxidation digestion and ascorbic acid method\n" + ] + } + ], + "source": [ + "print(\"------------ Foreign Key Example --------- \\n\")\n", + "try:\n", + " # Call getResults, but return only the first Result\n", + " firstResult = read.getResults()[0]\n", + " frfa = firstResult.FeatureActionObj\n", + " print(\"The FeatureAction object for the Result is: \", frfa)\n", + " print(\"The Action object for the Result is: \", frfa.ActionObj)\n", + " \n", + " # Print some of those attributes in a more human readable form\n", + " frfaa = firstResult.FeatureActionObj.ActionObj\n", + " print(\"\\nThe following are some of the attributes for the Action that created the Result: \")\n", + " print(\"ActionTypeCV: {}\".format(frfaa.ActionTypeCV))\n", + " print(\"ActionDescription: {}\".format(frfaa.ActionDescription))\n", + " print(\"BeginDateTime: {}\".format(frfaa.BeginDateTime))\n", + " print(\"EndDateTime: {}\".format(frfaa.EndDateTime))\n", + " print(\"MethodName: {}\".format(frfaa.MethodObj.MethodName))\n", + " print(\"MethodDescription: {}\".format(frfaa.MethodObj.MethodDescription))\n", + "except Exception as e:\n", + " print(\"Unable to demo Foreign Key Example: \", e)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Get a Result and its Attributes\n", + "\n", + "Because all of the objects are returned in a nested form, if you retrieve a result, you can interrogate it to get all of its related attributes. When a Result object is returned, it includes objects that contain information about Variable, Units, ProcessingLevel, and the related Action that created that Result." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "------- Example of Retrieving Attributes of a Result -------\n", + "The following are some of the attributes for the Result retrieved: \n", + "ResultID: 1\n", + "ResultTypeCV: Measurement\n", + "ValueCount: 1\n", + "ProcessingLevel: Raw Data\n", + "SampledMedium: Liquid aqueous\n", + "Variable: TP: Phosphorus, total\n", + "Units: milligrams per liter\n", + "SamplingFeatureID: 26\n", + "SamplingFeatureCode: 3\n" + ] + } + ], + "source": [ + "print(\"------- Example of Retrieving Attributes of a Result -------\")\n", + "try:\n", + " firstResult = read.getResults()[0]\n", + " frfa = firstResult.FeatureActionObj\n", + " print(\"The following are some of the attributes for the Result retrieved: \")\n", + " print(\"ResultID: {}\".format(firstResult.ResultID))\n", + " print(\"ResultTypeCV: {}\".format(firstResult.ResultTypeCV))\n", + " print(\"ValueCount: {}\".format(firstResult.ValueCount))\n", + " print(\"ProcessingLevel: {}\".format(firstResult.ProcessingLevelObj.Definition))\n", + " print(\"SampledMedium: {}\".format(firstResult.SampledMediumCV))\n", + " print(\"Variable: {}: {}\".format(firstResult.VariableObj.VariableCode, \n", + " firstResult.VariableObj.VariableNameCV))\n", + " print(\"Units: {}\".format(firstResult.UnitsObj.UnitsName))\n", + " print(\"SamplingFeatureID: {}\".format(frfa.SamplingFeatureObj.SamplingFeatureID))\n", + " print(\"SamplingFeatureCode: {}\".format(frfa.SamplingFeatureObj.SamplingFeatureCode))\n", + "except Exception as e:\n", + " print(\"Unable to demo example of retrieving Attributes of a Result: \", e)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The last block of code returns a particular Measurement Result. From that I can get the SamplingFeaureID (in this case 26) for the Specimen from which the Result was generated. But, if I want to figure out which Site the Specimen was collected at, I need to query the database to get the related Site SamplingFeature. I can use **getRelatedSamplingFeatures( )** for this. Once I've got the SamplingFeature for the Site, I could get the rest of the SamplingFeature attributes." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Retrieve the \"Related\" Site at which a Specimen was collected" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "# Pass the Sampling Feature ID of the specimen, and the relationship type\n", + "relatedSite = read.getRelatedSamplingFeatures(sfid=26, relationshiptype='Was Collected at')[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'ElevationDatumCV': u'EGM96',\n", + " 'Elevation_m': 1356.0,\n", + " 'FeatureGeometryWKT': None,\n", + " 'Latitude': 40.745078,\n", + " 'Longitude': -111.854449,\n", + " 'SamplingFeatureCode': u'RB_1300E',\n", + " 'SamplingFeatureDescription': None,\n", + " 'SamplingFeatureGeotypeCV': None,\n", + " 'SamplingFeatureID': 1,\n", + " 'SamplingFeatureName': u'Red Butte Creek at 1300E (downstream of spring)',\n", + " 'SamplingFeatureTypeCV': u'Site',\n", + " 'SamplingFeatureUUID': u'0DDE8EF6-EC2F-42C0-AB50-20C6C02E89B2',\n", + " 'SiteTypeCV': u'Stream',\n", + " 'SpatialReferenceID': 1,\n", + " '_sa_instance_state': }" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vars(relatedSite)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "-----------------------------------------\n", + "\n", + "## Return Results and Data Values for a Particular Site/Variable\n", + "\n", + "From the list of Variables returned above and the information about the SamplingFeature I queried above, I know that VariableID = 2 for Total Phosphorus and SiteID = 1 for the Red Butte Creek site at 1300E. I can use the **getResults( )** function to get all of the Total Phosphorus results for this site by passing in the VariableID and the SiteID." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "siteID = 1 # Red Butte Creek at 1300 E (obtained from the getRelatedSamplingFeatures query)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "18" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "v = variables_df[variables_df['VariableCode'] == 'TP']\n", + "variableID = v.index[0]\n", + "\n", + "results = read.getResults(siteid=siteID, variableid=variableID, restype=\"Measurement\")\n", + "# Get the list of ResultIDs so I can retrieve the data values associated with all of the results\n", + "resultIDList = [x.ResultID for x in results]\n", + "len(resultIDList)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Retrieve the Result (Data) Values, Then Create a Quick Time Series Plot of the Data\n", + "\n", + "Now I can retrieve all of the data values associated with the list of Results I just retrieved. In ODM2, water chemistry measurements are stored as \"Measurement\" results. Each \"Measurement\" Result has a single data value associated with it. So, for convenience, the **getResultValues( )** function allows you to pass in a list of ResultIDs so you can get the data values for all of them back in a Pandas data frame object, which is easier to work with. Once I've got the data in a Pandas data frame object, I can use the **plot( )** function directly on the data frame to create a quick visualization." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ValueIDResultIDDataValueValueDateTimeValueDateTimeUTCOffset
0110.01002015-10-27 13:26:24.000000-7
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2109100.05742015-05-12 14:24:00.000000-7
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\n", + "
" + ], + "text/plain": [ + " ValueID ResultID DataValue ValueDateTime \\\n", + "0 1 1 0.0100 2015-10-27 13:26:24.000000 \n", + "1 100 1 0.0100 2015-11-17 13:55:12.000000 \n", + "2 109 10 0.0574 2015-05-12 14:24:00.000000 \n", + "3 10 10 0.0574 2015-06-18 12:43:12.000000 \n", + "4 198 99 0.0424 2015-10-27 13:55:12.000000 \n", + "\n", + " ValueDateTimeUTCOffset \n", + "0 -7 \n", + "1 -7 \n", + "2 -7 \n", + "3 -7 \n", + "4 -7 " + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Get all of the data values for the Results in the list created above\n", + "# Call getResultValues, which returns a Pandas Data Frame with the data\n", + "resultValues = read.getResultValues(resultids=resultIDList, lowercols=False)\n", + "resultValues.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the time sequence of Measurement Result Values \n", + "ax = resultValues.plot(x='ValueDateTime', y='DataValue', title=relatedSite.SamplingFeatureName,\n", + " kind='line', use_index=True, linestyle='solid', style='o')\n", + "ax.set_ylabel(\"{0} ({1})\".format(results[0].VariableObj.VariableNameCV, \n", + " results[0].UnitsObj.UnitsAbbreviation))\n", + "ax.set_xlabel('Date/Time')\n", + "ax.grid(True)\n", + "ax.legend().set_visible(False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**9/23/2018. NOTE CURRENT ISSUE REGARDING `ValueDateTime` RETURNED BY `read.getResultValues`.** There seems to be a problem with the data type returned for `ValueDateTime` for SQLite databases. It should be a datetime, but it's currently a string. This is [being investigated](https://github.com/ODM2/ODM2PythonAPI/issues/158). For now, the x-axis in this plot and the one below do not show proper datetime values, as expected. Refer to the [original notebook]( https://github.com/BiG-CZ/wshp2017_tutorial_content/blob/master/notebooks/ODM2_Example3.ipynb) to see what the axis should look like. This problem wasn't present in Nov. 2017." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### End with a fancier plot, facilitated via a function\n", + "\n", + "If I'm going to reuse a series of steps, it's always helpful to write little generic functions that can be called to quickly and consistently get what we need. To conclude this demo, here's one such function that encapsulates the `VariableID`, `getResults` and `getResultValues` queries we showed above. Then we leverage it to create a nice 2-variable (2-axis) plot of TP and TN vs time, and conclude with a reminder that we have ready access to related metadata about analytical lab methods and such." + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "def get_results_and_values(siteid, variablecode):\n", + " v = variables_df[variables_df['VariableCode'] == variablecode]\n", + " variableID = v.index[0]\n", + " \n", + " results = read.getResults(siteid=siteid, variableid=variableID, restype=\"Measurement\")\n", + " resultIDList = [x.ResultID for x in results]\n", + " resultValues = read.getResultValues(resultids=resultIDList, lowercols=False)\n", + " \n", + " return resultValues, results" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Fancy plotting, leveraging the `Pandas` plot method and `matplotlib`." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot figure and axis set up (just *one* subplot, actually)\n", + "f, ax = plt.subplots(1, figsize=(13, 6))\n", + "\n", + "# First plot (left axis)\n", + "VariableCode = 'TP'\n", + "resultValues_TP, results_TP = get_results_and_values(siteID, VariableCode)\n", + "resultValues_TP.plot(x='ValueDateTime', y='DataValue', label=VariableCode, \n", + " style='o-', kind='line', ax=ax)\n", + "ax.set_ylabel(\"{0}: {1} ({2})\".format(VariableCode, results_TP[0].VariableObj.VariableNameCV, \n", + " results_TP[0].UnitsObj.UnitsAbbreviation))\n", + "\n", + "# Second plot (right axis)\n", + "VariableCode = 'TN'\n", + "resultValues_TN, results_TN = get_results_and_values(siteID, VariableCode)\n", + "resultValues_TN.plot(x='ValueDateTime', y='DataValue', label=VariableCode, \n", + " style='^-', kind='line', ax=ax,\n", + " secondary_y=True)\n", + "ax.right_ax.set_ylabel(\"{0}: {1} ({2})\".format(VariableCode, results_TN[0].VariableObj.VariableNameCV, \n", + " results_TN[0].UnitsObj.UnitsAbbreviation))\n", + "\n", + "# Tweak the figure\n", + "ax.legend(loc='upper left')\n", + "ax.right_ax.legend(loc='upper right')\n", + "\n", + "ax.grid(True)\n", + "ax.set_xlabel('')\n", + "ax.set_title(relatedSite.SamplingFeatureName);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, let's show some useful metadata. Use the `Results` records and their relationship to `Actions` (via `FeatureActions`) to **extract and print out the Specimen Analysis methods used for TN and TP**. Or at least for the *first* result for each of the two variables; methods may have varied over time, but the specific method associated with each result is stored in ODM2 and available." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "TP METHOD: Astoria Total Phosphorus (Determination of total phosphorus by persulphate oxidation digestion and ascorbic acid method)\n", + "TN METHOD: Astoria Total Nitrogen (Determination of total Nitrogen by persulphate oxidation digestion and cadmium reduction method)\n" + ] + } + ], + "source": [ + "results_faam = lambda results, i: results[i].FeatureActionObj.ActionObj.MethodObj\n", + "\n", + "print(\"TP METHOD: {0} ({1})\".format(results_faam(results_TP, 0).MethodName,\n", + " results_faam(results_TP, 0).MethodDescription))\n", + "print(\"TN METHOD: {0} ({1})\".format(results_faam(results_TN, 0).MethodName,\n", + " results_faam(results_TN, 0).MethodDescription))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:odm2client_20180915]", + "language": "python", + "name": "conda-env-odm2client_20180915-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.15" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Examples/clientenvironment.yml b/Examples/clientenvironment.yml new file mode 100644 index 0000000..3107431 --- /dev/null +++ b/Examples/clientenvironment.yml @@ -0,0 +1,19 @@ +name: odm2client +channels: +- conda-forge +dependencies: +- python=2.7 +- odm2api +- yodatools +- requests +- scipy +- xarray +- folium +- geopandas +- gdal=2.2 +- owslib +- ulmo +# Jupyter 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zhp-O-Ezu$Dp`ax?ggpebM2D~kgO=zJ_8`y_9l{<6TB1YP13*i32)jRMi4I}+11-@Z z?7pBSI)vQ^v_yxndxMtf5Oy!n5*@+dEzu$D2G9~6!mbA`(IM Date: Sun, 7 Oct 2018 15:31:53 -0700 Subject: [PATCH 03/13] Added new example notebook for time series results from the Little Bear River, plus its associated ODM2 SQLite database. Made small, mostly cosmetic changes to the measurements-results notebook --- Examples/TimeSeries_RetrieveVisualize.ipynb | 705 ++++++++++++++++++ ...ualityMeasurements_RetrieveVisualize.ipynb | 104 ++- Examples/data/README.md | 4 + ...tleBearRiver_timeseriesresults_ODM2.sqlite | Bin 0 -> 4030464 bytes 4 files changed, 758 insertions(+), 55 deletions(-) create mode 100644 Examples/TimeSeries_RetrieveVisualize.ipynb create mode 100644 Examples/data/README.md create mode 100644 Examples/data/USU_LittleBearRiver_timeseriesresults_ODM2.sqlite diff --git a/Examples/TimeSeries_RetrieveVisualize.ipynb b/Examples/TimeSeries_RetrieveVisualize.ipynb new file mode 100644 index 0000000..aa2551c --- /dev/null +++ b/Examples/TimeSeries_RetrieveVisualize.ipynb @@ -0,0 +1,705 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# ODM2 API: Retrieve, manipulate and visualize ODM2 time series data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This example shows how to use the ODM2 Python API (`odm2api`) to connect to an ODM2 database, retrieve data, and analyze and visualize the data. The [database (USU_LittleBearRiver_timeseriesresults_ODM2.sqlite)](https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/data/USU_LittleBearRiver_timeseriesresults_ODM2.sqlite) contains [\"timeSeriesCoverage\"-type results](http://vocabulary.odm2.org/resulttype/timeSeriesCoverage/).\n", + "\n", + "This example uses SQLite for the database because it doesn't require a server. However, the ODM2 Python API demonstrated here can alse be used with ODM2 databases implemented in MySQL, PostgreSQL or Microsoft SQL Server.\n", + "\n", + "More details on the ODM2 Python API and its source code and latest development can be found at https://github.com/ODM2/ODM2PythonAPI\n", + "\n", + "[Emilio Mayorga](https://github.com/emiliom/). Last updated 2018-10-7." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Adapted from notebook https://big-cz.github.io/notebook_data_demo/notebooks/2017-06-24-odm2api_sample_fromsqlite/, based on earlier code and an ODM2 database from [Jeff Horsburgh's group](http://jeffh.usu.edu) at Utah State University." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "\n", + "import os\n", + "\n", + "import matplotlib as mpl\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "\n", + "import odm2api\n", + "from odm2api.ODMconnection import dbconnection\n", + "import odm2api.services.readService as odm2rs" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "u'0.23.4'" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pd.__version__" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**odm2api version used** to run this notebook:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "u'0.7.1'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "odm2api.__version__" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Connect to the ODM2 SQLite Database\n", + "\n", + "This example uses an ODM2 SQLite database file loaded with a sensor-based, high-frequency temperature time series from a site in the [Little Bear River, in Logan, Utah, from Utah State University](http://littlebearriver.usu.edu/). The [database (USU_LittleBearRiver_timeseriesresults_ODM2.sqlite)](https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/data/USU_LittleBearRiver_timeseriesresults_ODM2.sqlite) contains [\"timeSeriesCoverage\"-type results](http://vocabulary.odm2.org/resulttype/timeSeriesCoverage/).\n", + "\n", + "The example database is located in the `data` sub-directory." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# Assign directory paths and SQLite file name\n", + "dbname_sqlite = \"USU_LittleBearRiver_timeseriesresults_ODM2.sqlite\"\n", + "\n", + "sqlite_pth = os.path.join(\"data\", dbname_sqlite)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Database connection successful!\n" + ] + } + ], + "source": [ + "try:\n", + " session_factory = dbconnection.createConnection('sqlite', sqlite_pth)\n", + " read = odm2rs.ReadODM2(session_factory)\n", + " print(\"Database connection successful!\")\n", + "except Exception as e:\n", + " print(\"Unable to establish connection to the database: \", e)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Run Some Basic Queries on the ODM2 Database\n", + "\n", + "This section shows some examples of how to use the API to run both simple and more advanced queries on the ODM2 database, as well as how to examine the query output in convenient ways thanks to Python tools. The notebook [WaterQualityMeasurements_RetrieveVisualize.ipynb](https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb) includes more extensive examples of `odm2api`-based querying and examinations of the information that is returned.\n", + "\n", + "Simple query functions like **getVariables( )** return objects similar to the entities in ODM2, and individual attributes can then be retrieved from the objects returned. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "USU36: Temperature\n" + ] + } + ], + "source": [ + "allVars = read.getVariables()\n", + "\n", + "for x in allVars:\n", + " print('{}: {}'.format(x.VariableCode, x.VariableNameCV))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### SamplingFeatures\n", + "Request all sampling features, then examine them. Only one sampling feature is present, with `SamplingFeatureTypeCV` type `Site`." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sf_lst = read.getSamplingFeatures()\n", + "len(sf_lst)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'ElevationDatumCV': u'NGVD29',\n", + " 'Elevation_m': 1345.0,\n", + " 'FeatureGeometryWKT': u'POINT (-111.946402 41.718473)',\n", + " 'SamplingFeatureCode': u'USU-LBR-Mendon',\n", + " 'SamplingFeatureDescription': None,\n", + " 'SamplingFeatureGeotypeCV': u'Point',\n", + " 'SamplingFeatureID': 1,\n", + " 'SamplingFeatureName': u'Little Bear River at Mendon Road near Mendon, Utah',\n", + " 'SamplingFeatureTypeCV': u'Site',\n", + " 'SamplingFeatureUUID': u'6c74a4bd-e1d4-11e5-95b8-f45c8999816f',\n", + " '_sa_instance_state': }" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vars(sf_lst[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "USU-LBR-Mendon: Little Bear River at Mendon Road near Mendon, Utah\n" + ] + } + ], + "source": [ + "print('{}: {}'.format(sf_lst[0].SamplingFeatureCode, sf_lst[0].SamplingFeatureName))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Results and Actions" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can also drill down and get objects linked by foreign keys. The API returns related objects in a nested hierarchy so they can be interrogated in an object oriented way. So, if I use the **getResults( )** function to return a Result from the database (e.g., a \"Time Series\" Result), I also get the associated Action that created that Result (e.g., an \"Observation\" Action)." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# What's the total number of results in the database?\n", + "len(read.getResults())" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The ResultID for the Result is: 1\n", + "('The FeatureAction object for the Result is: ', )\n", + "('The Action object for the Result is: ', )\n", + "\n", + "The following are some of the attributes for the Action that created the Result: \n", + "ActionTypeCV: Observation\n", + "ActionDescription: An observation action that generated a time series result.\n", + "BeginDateTime: 2007-08-16 16:30:00\n", + "EndDateTime: 2009-01-16 12:30:00\n", + "MethodName: Quality Control Level 1 Data Series created from raw QC Level 0 data using ODM Tools.\n", + "MethodDescription: Quality Control Level 1 Data Series created from raw QC Level 0 data using ODM Tools.\n" + ] + } + ], + "source": [ + "try:\n", + " # Call getResults, but return only the first Result\n", + " firstResult = read.getResults()[0]\n", + " frfa = firstResult.FeatureActionObj\n", + " frfaa = firstResult.FeatureActionObj.ActionObj\n", + " print(\"The ResultID for the Result is: {}\".format(firstResult.ResultID))\n", + " print(\"The FeatureAction object for the Result is: \", frfa)\n", + " print(\"The Action object for the Result is: \", frfaa)\n", + " \n", + " # Print some Action attributes in a more human readable form\n", + " print(\"\\nThe following are some of the attributes for the Action that created the Result: \")\n", + " print(\"ActionTypeCV: {}\".format(frfaa.ActionTypeCV))\n", + " print(\"ActionDescription: {}\".format(frfaa.ActionDescription))\n", + " print(\"BeginDateTime: {}\".format(frfaa.BeginDateTime))\n", + " print(\"EndDateTime: {}\".format(frfaa.EndDateTime))\n", + " print(\"MethodName: {}\".format(frfaa.MethodObj.MethodName))\n", + " print(\"MethodDescription: {}\".format(frfaa.MethodObj.MethodDescription))\n", + "except Exception as e:\n", + " print(\"Unable to demo Foreign Key Example: {}\".format(e))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Retrieve Attributes of a Time Series Result using a ResultID\n", + "Use the ResultID (1) from the above result to issue a filtered query." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(odm2api.models.TimeSeriesResults,\n", + " {'FeatureActionID': 1,\n", + " 'FeatureActionObj': ,\n", + " 'ProcessingLevelID': 1,\n", + " 'ResultDateTime': datetime.datetime(2016, 3, 3, 23, 43, 37, 369446),\n", + " 'ResultDateTimeUTCOffset': -7,\n", + " 'ResultID': 1,\n", + " 'ResultTypeCV': u'Time series coverage',\n", + " 'ResultUUID': u'6c769102-e1d4-11e5-8d14-f45c8999816f',\n", + " 'SampledMediumCV': u'Surface Water',\n", + " 'StatusCV': u'Unknown',\n", + " 'TaxonomicClassifierID': None,\n", + " 'UnitsID': 96,\n", + " 'ValidDateTime': None,\n", + " 'ValidDateTimeUTCOffset': None,\n", + " 'ValueCount': 24206,\n", + " 'VariableID': 1,\n", + " '_sa_instance_state': })" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Filering on a single ResultID will invariably return a single result; \n", + "# so, get the single element in the returned list\n", + "tsResult = read.getResults(ids=[1])[0]\n", + "\n", + "# Examine the object type and content\n", + "type(tsResult), vars(tsResult)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Get a Result and its Attributes\n", + "\n", + "Because all of the objects are returned in a nested form, if you retrieve a result, you can interrogate it to get all of its related attributes. When a Result object is returned, it includes objects that contain information about Variable, Units, ProcessingLevel, and the related Action that created that Result." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "------- Example of Retrieving Attributes of a Result -------\n", + "The following are some of the attributes for the Result retrieved: \n", + "ResultID: 1\n", + "ResultTypeCV: Time series coverage\n", + "ValueCount: 24206\n", + "ProcessingLevel: Quality controlled data\n", + "SampledMedium: Surface Water\n", + "Variable: USU36: Temperature\n", + "AggregationStatisticCV: Average\n", + "Units: degree celsius\n", + "SamplingFeatureID: 1\n", + "SamplingFeatureCode: USU-LBR-Mendon\n" + ] + } + ], + "source": [ + "print(\"------- Example of Retrieving Attributes of a Result -------\")\n", + "try:\n", + " firstResult = read.getResults()[0]\n", + " frfa = firstResult.FeatureActionObj\n", + " print(\"The following are some of the attributes for the Result retrieved: \")\n", + " print(\"ResultID: {}\".format(firstResult.ResultID))\n", + " print(\"ResultTypeCV: {}\".format(firstResult.ResultTypeCV))\n", + " print(\"ValueCount: {}\".format(firstResult.ValueCount))\n", + " print(\"ProcessingLevel: {}\".format(firstResult.ProcessingLevelObj.Definition))\n", + " print(\"SampledMedium: {}\".format(firstResult.SampledMediumCV))\n", + " print(\"Variable: {}: {}\".format(firstResult.VariableObj.VariableCode, \n", + " firstResult.VariableObj.VariableNameCV))\n", + " print(\"AggregationStatisticCV: {}\".format(firstResult.AggregationStatisticCV))\n", + " print(\"Units: {}\".format(firstResult.UnitsObj.UnitsName))\n", + " print(\"SamplingFeatureID: {}\".format(frfa.SamplingFeatureObj.SamplingFeatureID))\n", + " print(\"SamplingFeatureCode: {}\".format(frfa.SamplingFeatureObj.SamplingFeatureCode))\n", + "except Exception as e:\n", + " print(\"Unable to demo example of retrieving Attributes of a Result: {}\".format(e))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "-----------------------------------------\n", + "\n", + "## Retrieve Time Series Result Values for a given Result\n", + "\n", + "The database contains a single time series result (a time series of water temperature sensor data at a single site). Let's use the **getResults( )** function to retrieve the time series values for this result by passing in the ResultID. We set the index to `ValueDateTime` for convenience." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

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2007-08-16 18:30:005121.88167-7ncUnknown30.0102
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" + ], + "text/plain": [ + " ValueID ResultID DataValue ValueDateTimeUTCOffset \\\n", + "ValueDateTime \n", + "2007-08-16 16:30:00 1 1 22.20000 -7 \n", + "2007-08-16 17:00:00 2 1 22.19833 -7 \n", + "2007-08-16 17:30:00 3 1 22.18500 -7 \n", + "2007-08-16 18:00:00 4 1 22.03833 -7 \n", + "2007-08-16 18:30:00 5 1 21.88167 -7 \n", + "\n", + " CensorCodeCV QualityCodeCV TimeAggregationInterval \\\n", + "ValueDateTime \n", + "2007-08-16 16:30:00 nc Unknown 30.0 \n", + "2007-08-16 17:00:00 nc Unknown 30.0 \n", + "2007-08-16 17:30:00 nc Unknown 30.0 \n", + "2007-08-16 18:00:00 nc Unknown 30.0 \n", + "2007-08-16 18:30:00 nc Unknown 30.0 \n", + "\n", + " TimeAggregationIntervalUnitsID \n", + "ValueDateTime \n", + "2007-08-16 16:30:00 102 \n", + "2007-08-16 17:00:00 102 \n", + "2007-08-16 17:30:00 102 \n", + "2007-08-16 18:00:00 102 \n", + "2007-08-16 18:30:00 102 " + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Get the values for a particular TimeSeriesResult; a Pandas Dataframe is returned\n", + "tsValues = read.getResultValues(resultids=[1], lowercols=False)\n", + "tsValues.loc[:, 'ValueDateTime'] = pd.to_datetime(tsValues['ValueDateTime'])\n", + "tsValues.set_index('ValueDateTime', inplace=True)\n", + "tsValues.sort_index(inplace=True)\n", + "\n", + "tsValues.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**10/5/2018. NOTE CURRENT ISSUE REGARDING `ValueDateTime` RETURNED BY `read.getResultValues`.** There seems to be an unexpected behavior with the data type returned for `ValueDateTime` for SQLite databases. It should be a datetime, but it's currently a string. This is [being investigated](https://github.com/ODM2/ODM2PythonAPI/issues/158). For now, we are converting to a datetime manually, above, via the statement:\n", + "```python\n", + "resultValues.loc[:, 'ValueDateTime'] = pd.to_datetime(resultValues['ValueDateTime'])\n", + "```\n", + "This problem is present in `odm2api` version 0.7.1, but was not present in Nov. 2017" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Now plot the time series\n", + "First as a very quick and easy plot using the Pandas Dataframe `plot` method with default settings. Then with fancier matplotlib customizations of the axes and figure size." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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dFhYSok31/hZjLAbAOQBGA2gFoBpAHoC5nPNdkR9ew6B2i29PcYXqsWpBNCGERBteTwU631m6V/X5vm3T8PxFvUN6jYHtm+GbDYcBAFcOaQsA6C0pWSdQ+1t44aJeuuosK5W4k/vMSU+MQXpiDDplJ6Fvm1RsPXJa+wV0cIqCZfHr6l3ASUhTpjgTzRibDmAtgHEAtgL4FJ6W3RYA/2WMzWeM9aqTUdazUMoexVrVJ/t3F5Vj9sYjQZ+fEEKaAq00hnBUk7hsUBv8+cg45M+Yggv6tQ76PIwxXZ8bzVPisO7x8QHb1RY4xlrMIX9ZEBMWEB44Xokym1O0nWaiCdGiNhO9jXP+nMJzLzPGWgJoG4ExNTihlD3SWu096b/LAQCXDJTPnSaEEKJ9LQ1HEM0YQ1tv7nFdkbtbqVXlI5hGMkqEut/jXv3DbzuVuCNEm9o7cT5jLEO6kTGWwRiL5Zwf45yvi+DYGoxgyh4JLCaGu8Z1wm93y+fVCd5eupcasBBCGrxQLlMPfLMFT/2cF9SxWpMZdV02NFypyVZz4Mew1qx7jMwxRj19Xg8AgMPtxob80oDnaWEhIdrU3olvAJDrNDIFwH8iM5yGqUvz5KCPdXPgobO6oldr+bw6wSsL/sb6/JNBvw4hhDR0P2w+ik9XHwzqWK0FdXUe84UpipYLorOSY1WP0TsTnT9jCmIV9r1xZAec0SULmw+dwqXvrg543kEl7gjRpPZOHMM5/066kXP+GYCxERtRA3TdsPa4fUxuUMeKF2f01VitXVnjVH2eEELqw4Hjlb5GHK4gZ3wXbi8MaQxas7PuOk4/CFepObk7nXeM7Qjx5rFd/ZutyAXRoztnqp4/Saaxi9rfGM1EE6JNLYhWu0LUT42jemIyMc12sUp6tUrx/fzDHSMwSFK6SIxWQxNCGqKX5+/C8Qo7AOCHTUd1dw0UOF1u3DZrY0hjqIuFhUrkXjqc6XcTumfjf9cM8D2OtZhxxWBPqb6rhrTFB9cP8ttfHERfMagtlj08VvHvRxjm/13V37dNSC9U+3+ghYWEaFNbWHicMTaQc+535WOMDQAQmEDVyMndclNiYp40ji1PTkRaQoxvu9nEVG/D0UIOQkhDtL+k0u/xF2sP+YI8PcIxQaCdzhG566fFxALaYNc4wxdkfnjD4IBtMd7FhSnx1oDPHyEnumVqHF7yNpKR/t8/enY3AMDntwzBt+uPICXe83Hft22aZnohQJM6hOihFhk+DGA2Y2w6Y2yy988TAGZ7n2tS9C7k+OnOkWDeq71cwNy1hXJ+tdzCmOJyG574Kc+3gpoQQuqaNOWgxmHsehSOgExrJjqSC7PlUi7CGUTLSfSmX8g1+4qzmvH8Rb3w7e3Dfdv6eutZd85OwsppZ+KOsR0BAAPbp+OlS/sgOznO87hd7d1Qtb8y+swhRJtiZMg5XwNgGIB4AFO9f+IBjOCcB65CaORiLNoZLO0zEtCvbRqev7AX0hNjZEsX/Wtyd8Xj5W6fzZi3C7PWHMT8EPMJCSEkWNKSa3aDt/pdIebXVtmdOF3tCNh++aDa0qCRvJNnMdV9c9+kOE8QrfQF5Jqh7f3K8d07vjPm3zcaix44Q7aJS9v0BMy/bzQeO6ebb5ta4xxxEF1SXoNDJ6oM/z8Q0tipdizknBcCeLyOxtKgCd/YO2YlYp/k1qZAWIhx5ZB2uHKI/K3OGIsJozplYsXe4wHP3fv1FmQlxWJEp9oFIkJZp2o7LTokhNQP6SxwjcOlsGcgm8OFAc8tCun1L39vNY6eqvbblj9jCt5bts/3OJLJB6GUOQ2WsBCwSue132I2oVuLFNV9pM+rzUTXeFuS7y4q9/UzyJ8xxfe8y83BEFozMkKinebXa8bYZsbYJsmfpYyxVxhj6XUxyIZAmAwwMYZf75Kv+ax3JqRVWpzic4t2Fvk9Fi7eq/adoJxpQkidW7a7BFsOn/LbZuRSdORkVcjXrryjZbLbxXfvIlkmWi6T5PupwwM3hpFQms5o6owRSrW10xKsvploIYCW6vjYXNz7zZaIjY2QaKDnHtUiAEsA3Oz9swjAagAnAXwSsZE1MJ2yk3Dl4LZ455oB6N1GflGG3rw/i0p+tbRMkzAD9POWArzmLTFFCCF15YaPQuupJZc7HK785XYZiWE/p5zekoV4r1/RD4NyIjuHFGvxpANGMvda6a8sxmzS9bq/bi0I84gIiS6q6RxeIzjn4qnXzYyxFZzzUYyxbZEaWENjNjHMuKSP6j4uncXp00UVO6SEGHpfSQWqalx+txF3FZbrOj8hhDQUcpdFl5trtrbW47w+LXGiogbP/Lojoukc71wzALsKyzE4woGzmLAwPZIL/JSC6FirchBdWeNEz6cWRGxMhEQTPUF0srjUnbfEnZBYRYm6Inpnou86sxN+/asAB2UWaggLPca/tizgOarbSQiJNk6ZKNrFua4PHy2MMQz01t6PZDpHcpy1TgNooHY9TCSv+0oLC2PMJsXgvajMFrHxEBJt9FzHbgcwizFmhafJih3AzYyxRAAvR3Jw0UZvh6c4qxl3jeuEh7//S/Ycy3eXhHR+QgiJJLWqDlJy+dDhXN/BvL2/lPJ7o9WYLlmY0rulr95zJCjORFvMvoWFYjnT5qBTdlLQr/fC3J3YkF+KL24ZhviYwOpVhEQbzSDaW+quB2MsAwDjnIvLSnwVsZFFISMfDEpNV75efxhfrz8c8vkJISRUq/YFVhEySu4OXTivZcK1ND1ROU0uGsVZzXhb1MUwEpS+eMRYlNM59hZXGH4dzjkW7yzG+8v3AwCmvPknFj1wRr1UPSEknPRU58hijL0H4FPO+XHGWA/G2I2RH1r0kbttqURYNGKEQ3J+h8uN3/4qiOiCGkJI03X1B2tlt2tdcj5bnY9/fuFpdit3B83ApRJz/jqm+nyX5kl4+rweeP2KfvpPSgAolwWMVQmiA86h4/NnwfYi3PrZBt/j/ccrMfql33Wdn5CGTE91jk8ALAPQ1vt4D4AHIzWgaCZ0mNIjVqX9txLp7M37y/fjri8348HvtsJmoG4rIYRoeVdUg9moJ3/ejrnbPA2i5CYXlCYcTlXZsWKP/+z3nV9uCthvcE5t1z3GGG4c2QEZSbFBj7epUop/LWaGdQdKdQXIao13ymwOHDheidPV9oDnCk5TbjWJfnoiuWzO+ZcA3ADAOXcAoIhNxofXD9K9r1VnG3Ex6YxOSXkNAOCHTUcx/ac8w+cjhBAlM+btCst5DhwPbE7lUgjO7vxyE66duRZltsDuhIJ3rhmA76aOCMvYmjqlEHnl3hMA9P0OOFTW6lw/cx3GvfoHEmLCsYyUkIZHz292pbepCgcAxthgAFRrTeLqoe0wNDdD9/7BdJGVzt5YRSWi9hTRPwkhpG7oTSC7+J2V2HToVMB2uZzow6VVvuCtssaJlDhrwD65WYk4p3dLQ2MlyqR9CaTe8+Ywq3E43YDCTQChSc/dX202PDZCooGeUO4hAL8CyGWMLYNnMeHdWgcxxj5ijBUzxvJE255mjB1ljG3x/jkn6JHXs6Ed/MsdGc1LlrbR1UM6Ey2ezbZT5Q5CSAMjF0AD8kH06JeX+n62KXTpo+Uf4RWOlt1COofLzfH5moO+knxvLN6jeaxWEE9IQ6enOscGxtg4AN3hKXG3g3MemOAU6BMAbwH4TLL9v5zzV40OtKGZdfNQnPt/f2J3kWelstGLe1BBtOSCI+586KQa0oSQOhJqMKvVQKTaLp8x2NjK2NW3t67q7/flJRgFp6qxu6gc1830dLac/lMe+rRJxV9HTmseuy6/FMN03sHlnIMF8blJSCQpBtGMsfMVnmrHGAPn/Be1E3POlzPGckIYW4MWYzEhSbSQ0OjFPYiUaBwqrcL2gtPo2crTgjZGlM5BjVgIIeES6Yo/Z762DAdePAer9p3A8NyMgBlRuRrFAAXR4dY2PQG3j8nVlbah5KJ3VgUslNcTQANAsXddj+C533agzObA5N4tMa5rNorKbBj6whIAwO1jcvGvc7oHPU5CIkEtlLvM++cOALMA/APAzfDMLN8cwmvexRj7y5vu0Ux794ZL/K3Y6F0pSzBJ0QAue3e172dxOofa4g5CCDFCu45z7fPHTlfjnT/2+gLvz1bn63qNpX8X45oP12LmigMBzymVVzNSGo/oI53dXfzAGYbPobccnlS5ZAHphysO4NsNR3DTx+sBANsLaoPx95bvx/y8YzhR4R94E1KfFCM5zvl1nPPrADgA9OCcX8g5vwBATwTf7vt/ADoC6AfgGIDXlHZkjN3GGNvAGNtQUiLfwa++iS89RidIerdOxR1jOxp+TXEpO3GhepqJJoSEi1yDFCV3fbkZL8//G/PzCuF2czz583Zdx+0q9CyGlmveoVSyk2rih5/4JkCbZvHolJ1UZ01Q3lyinDf9554SLNpR7Ldt6uebMPC5xZEeFiG66ZkOzeWcHxU9LgDQNZgX45wXcc5dnHM3gA8ADFHZ933O+SDO+aCsrKxgXi7ixF/gs1OM1Sg1mVhQ7VyFz7alu4rx3Jydvu0URBNCwkVrJlr8tJC/fMcXm/D20r26X8PmPY4xTztpsRqnG06XO2A7CT9xwHzPmZ0BAN9PHV4nr11UpjyrfN3Mdfhq3aE6GQchwdITRC9njM1hjF3LGLsGwC8AlgfzYowxcW2iiwBEdXHjtukJAICbRubgvgmdgzrH7Wfk4pvbhhk65pHvt+KmT9b7baN0DkJIuGjNRItzk62ifNiNh07qfo03f/cE3F+vPxzwnM3hgi3IFAFijPCF6aFJXXD5YE9PtX5t0+rs9enuAolmeupE3wngUgBjvI8/A/C91kGMsa8AjAWQyRg7AuApAGMZY/3gSajLB3C78SE3HM9e0AtTerfE+O7Ngz7HvyZ7Fkr8ctdInP/WSl3HfLvhSMA2mokmhITK6XLj6/WHMamn+jVNXJpMfOM/mKpDcmocbqo4VEcGebs/DmxfW7a1Lqtg2F1uxFrMdfZ6hISTnhJ3HMB33j+6cc6vktk808g5GrrEWEtIAbRYnzZpSI6zoNwWXLo5BdGEkFB9ue4Qnvx5Ow6XVqnupzR3qL0gUZ8ap4vurtWRM7s1x+YnJqJZYkydvN5zF/by67Brd1IQTaKXYjoHY2wpY+wOxlgryXYLY2wMY2wmY+ymyA+x6QhlFsfNgeIyG05XKbfLJYQ0XT9vOYrpP23DhvxSxX2qvHnKBadtqucSX6nEl61wBdE2h1t2YmBst+ywnJ/4q6sAGgBiJPVda5xuuN0cF7yt704sQCkgpOFQm4meAuAWAD8yxloDKAUQD0+DzyUA3uacb4j8EJuOUFdED3lhCeKsJux6dnKYRkQIaSzu/XoLAODzNYew/vEJyEr2LIaet+0YAGBy75a+er9VNep3xJRiGGeYatB5ZqL9z3Vx/9Z49oJeYTk/qT8xkprSdqcbNU43th6W724px+ZwIz6GZq9J/VMrcVfFOX+Tcz4UnrJ0UwAM55y345zfRAF0+IUjn1CpXS4hhAgqREHyHV9swh1fbAJQew2ya6SHObzBckWNEwdP1KZ+6JmJnthDOwXOMxPtf642zeLrrPQaiZxO2UmYPqW2aUqN0w2XwZnlCo0veYTUFV0dPzjnNZzzw5zz45EeUFNGnw+EkLpQqRCECNcgrTUWTm+A+/ycHSittPu268ljTomzau4jNxMdpkwREqSWqXF+j68f3h77XjgHq6adaeg8nAO3jM71PbY73XAZzH+fv73Q0P6EREpwbfNIRIRrZTshhKhRDKK9UbRWMOx0c3DO8dU6//J0Sk1SxJolaAfRcjnRXHE5I6kL0rsAT5zbA2YTC2j5bdTxihpc+u4qQ8dYacaJNBAURDcgSrcqR3bKCOm8/120G6v20U0EQohHpV1pJtpzDdp4ULne89AOnlJocrWk1do/v331ANw7vjOuGtpOc3xy1TloLVndkn4e2SX/tlbvAsFYq7HcZOlc0fy8QuyR6Vqp5lQ1LaAnDYOuIJox1oYxNs77cyxjLDGyw2qaTDL/Gg9M7IKPbhyMztlJQZ3zx81H8MaSPbj6g7Uhjo4Q0lhU1MjPGOuZ4Bvb1VMhwykzW602Ez2lT0uVy1qmAAAgAElEQVTcP7ELWqTEKe5Te57AmWhK56hbFskvA2PA+G7ZSI6z4K2r+/u2G52JFtJ5Xriot++8Ri3fXYJ/frERDpcb1364Fv/8YiPyjp42fiJCQqRZJ5ox9g8AdwFIhWeBYXsA7wCYENmhNT3SmZbczETcM97TCTEjKQZ7io2db1dhGe7/ZmuYRkcIaSxqZILdz9ccDKicIMdqVl58WK0jnSMxVrvH1y9bCzC2a5bfNiprVresZpPfnYWJPZrjuQt7B+wnDbbVfH3bMLTL8HT67dEqBUBwdxhW7TsBALj7zAqs2Ou5yzp3WyHyZ0wxfjJCQqDnK+Q9AIYBKAMAzvluAFSsMwKkK9vFK5aN5EsLs0FyM0VGHDpRhRMVNSGdgxDS8NQ43Si3+d8Sn/5Tnq7rjHAbX66jYLVdO4gGgAX3jdHc54Fv/ScAKISuWxZz7e/C9cPb4+nzesruZ6S74bDc2tTEOKvn92jWmoNBjjD0zzhCQqUniLZxzn3LrxljZvjX2idhMklS+umBiV18Pxsp7SQ0TLCatf953d4FQnLGvLIUY1/5Q/frEkIaJqEWtOBQaRV6P70QH6884LfdrZEz0SEz0RdcGc2JFuvaIlnXfkbGRsLLIsovzEyKhUXH54malZIqHnFh6FK4+bBy7j4hdUH7vhqwkjH2CIA4b170nQB+i+ywmqYnzu2Bf4zqgFmrD+KBSV2QEFP7z2NkJrqyxonichvOfv1PzX1zH5uLKb1b4u1rBsg+X071OAmJekIdaEGhtyOhdBawRqG03ejOmfj4xsFgjGH2xiMAtMvghRuF0HXLKpqJlvvCZFTrtHi/x3EGFyTKefLn7SGfg5BQ6Plq+QiAcgC7ANwLT7fCxyM5qKbKYjahfUYipp/bwy+ABoCOWeoLC4d4V8wDwPvL9+sKoAVzJLNUhJDoU2Zz6G5C4ctdlsRG1QpVOwDP9clsYrBaPMHV2v3K7cON0LswjW5/1i3hjkNORgJuGN4+pHONl2nXLqRzGDGld0u8fkW/kMZCSDip/hZ7Uzc+4pz/j3N+Eef8Qu/P1Bavjj06uSt6tExRfP7zm4diQnfPhSqUHDNCSHTq8/RCDHthia59K2yeYFk6v/jC3F2y+4szvoTb8A9+t1WzssKjZ3fTHMvsO0Zo7gMA3VWufyT8rN50jveuG4SMpFjVfW8d3SFg2/hu2fj5zpHIe+YszLxxcMDzwcxEN0u0om16vPaOhNQR1SCac+4C0JIxpl0dn0RUrMWM8d0Dv80P6ZCO1mnxiLGYcPOoXJkjw6fK7sRtn21AwanqiL4OISQ4emeihf3cOksjiBudiNdnmFWi6H+M7IA7xnZUfL55SixS463o1ToVlw9qo/r6/76gJy4e0FrXWEl4CGtq9PyOPD6lB/q3S/M9/s/lffHhDYPQt20akhSqsQTTpMXp4kiNjzF8HCGRoicnej+APxljPwOoFDZyzt+M2KiILLnFhd/ePtz3c2Js6Dlmgt93FQVsm7utEAt3FCEp1oL/0C01Qhqkk5V2NEtUDzSEIFpveTHxfuL1GSYTUyzgLARfj53TzTfzLbb8kXG+82qt+RjQrpmhKhAkdL4FpDorYMyeOgKDnl+M0ko7xndrrvnvZeTf86nzeuCZX3cAANJUOl6u2nscIzpl6j4vIaHS81WwBMAiAAkAskR/SB3TqseZEGMsiJaW1BO43Rz/+GRDwHa1+rCEkIah/7OLNPc5cNwzH6K3lbY4iG6RWtssRe2SJFT9uW1MRzwwqWvA87EWs++WvlY8JS63RuqGUDNcb6xrMjF8cctQTD2jI1Li9czPBRrRMQM//HNEQCWPXO+aoG4tkn3NWuRc/SE1FSN1S/M3nXP+RF0MhGgzST6x/nxknN/j+BhjFy6nWz4Ylq7E7vP0Avz19Fm+mQNaJU9IeB05WYXXFu7Gixf3DkvVAr10z0SL3vW9WqciNd6KxBgzCrxVPuQYmzmu3bd/uzRsPnTKwLEkEt68sj9mrTmouhZHqnvLlJBy1+8Z3xkD2jUDAGx9ahIKT9tQUePAwPbpmH3HCAxol0Z3JEiDoqdj4SLIxE2c80kRGRHRpU2zeLRNT/DblmDww1chhg6YoS6zOfH7riLc89VmALRKnpBwe37OTszLK8SkHs0xuXfLsJ5brdOf3tKZQ3LS/R4PzknH4p2BKV8xFhPs3lrR0uuTGmEYF/dvjTvP7ITxry3ze17prhmJnLbpCXjsnO51+priu62p8VakxtfOOg9s36xOx0KIHnqmLqeLfo4DcAkAamNXD2JExe7lGg8kaORE2xwuv1kul8KHq9wM9eyNR30/l9mccLrcIRffJ4QAxeU2zMsrBKB/YaAW8ftTLQA9VFqlea5LB7bBfRO6+G2LV0gdS0+IQWGZDY+f0x03jcjRPV4hdurfLg3JccGlApDoFy2TzFV2J6rtLs2qJaTx04yCOOdrRX+Wcc7vATCkDsZGJK4d1h43jshBWoIVT58f2II1RiOo3VtcAcDzAfv5moP4XKEUntwMtXhR4/LdJfjXD9sMjJwQomTa7Nr3UrjWGwjncbjcGPPy0pDO1a1FckAqWZyosoJ4oVe6d0HjsNyMgGPUMO/9LTcH4iV31HIzEzXr5JPGIRw3HOTa0Yfbef+3AgOfWxzx1yENn2YQzRhLEf1JY4yNBxDe+41ElzirGU+f3xNbnpyEST1bBDzPGMP5fVspHi98y/9h01FM/ykPM+bV1oQV3/KVm52SLmr8ztu1jBASGvH7zaGzbbYWu9ONKrsT13y4VjVvWQ+5HFTxTPSlA2rL0z17YS/kZCSgnYFUDqA255pzHpAT/vtDY+s0T5zUH71pOzEq5fH0tp4HPHdnK4O4+7OvpFJ7J9Ik6Lkfvx1Anve/m+HpVnhrJAdFgnduH+XvN8LF5WSVPeA5YeZq06GTOO+tFQHP0+p4QiJD/AU12PbK5TaH32O70431+Sex7oB/V8HzVL5kK5F754uDWnHQMrB9M/zx8DikqpQhkyNMHsZYzL76xKTp0Zuj/8tdIxWfsxsIoke9tBQ9n1qge39CpPQkn+Vyzv2u0IwxSlproGJVZmw25p/E3qIK2XrTNrsbsRYz8o/Lf8Om/GdCIkP8fnTorMkr1fvphX6Pa5zugLQIAIqNL4wSp3OEI4/7wUld4HC5cVF/aqjSlFl1TtZ0a6FcAURPSlRRmQ3piTE4XkHLu0ho9ERGcoUX14V7ICQ81LpAPT93Jx6Z/Zfst/1ftnoWDoqD5X+MrG3l2l7l9iznPGwLoghpasTvR0eY8jlrnG7Ife/lnGPqGcpdBMV+u3sU2jSLx9m9AlPH4kTpHOU2J8wmFlQHOkFmUixevaxvwILFfS+cE/Q5ScP3yqV9fD/fO74z+rVNU9lbnxqH+nuo2u7C0BeWYPqPeSG/1m9/FYR8DhLdFK96jLFsxlhfAPGMsd6MsT7eP6PgabxCGiA9H2Ry632e+Hk7AMAqejIzubbrmdxt5lmr8wEA3204gl5PLcC+kgpjgyWE+L0fpTmhTpfbtyBYiVwJO7vTLVsD2s05pk3upmtcvVqnYsWjZ6JVWnzAc+JFzBU1Dmx+ciI2TJ+g67xGyN01I43HZYPa+n6+f2KXsNSAtrtcis/tPFaG7k/OBwDMzTsW8mvd+/WWkM9BoptaxDUFwFsA2gB4B8Db3j+PAaAGLA1UrEV7AY5ZJTVDPBPdLKE2iC73tu0V1+oUAm+hXuyeonJjgyWE+AUO0oD4uTk7MeE/y1Bcrrw4UG4xlt3llt2uN+X6jSv7qT4vHnPftmlIibMiWaWTHCFKrhrSLqjjlOJttYWFmw6d9P2st9GQGqpfThQT5DjnHwP4mDF2Oef82zocEwlBrFXHLVWVq4d4AaG4XquwcElc/F4gzBYZuROdd/Q0vl5/CP8+v5ehUliENDbiYMAh+VBe+ncxAKCyxgUkyx8vd5fI7pQPovW6oJ96brLwlh3UvhkeOUvfzLYRH904CMVllK/aFLx4cW88f2Evw8f9a3I3vDB3V8B2pYWFNU4XtheU+R6HIwUxzeACWtL46Gn7/S1j7CwAPeFptiJsfyGSAyPB0ZPOIcwgS7nc3G8mzGKqPZcwE50i0whBCKK3F5zGFJXqIIJv1h/Co97auPec2RnZKXEaRxDSeIlzoqUBgNn7nFrFAdmZaKfbr1W34M5xnYIdph9hxN1bpkQk5eLMbs3Dfk7ScAUzkXLbmI5Yd6AUi3cW+21Xmol+dcHf+HLtIdnn3G5uaAxDctKxLr+UuvcSXXWi3wFwA4AHAMQDuBaA5pWYMfYRY6yYMZYn2pbOGFvEGNvj/S/18QwzPekcSirtTjhF1QHMJoahHTztfstsDljNDEkyQbSQH/nOH/t0vc6jouYSpTLl9ghpSsSf3eJgubjchv3eajk1Tvk8T7eb4+OVBwK2212ugBnqd68dgA6ZiWEYcW3Qo9T1lJC6IJ7oESh94cw7Wia7HQByH5tr6HWF3/uTVY6wLQYm0UnPcupRnPOrAZzgnD8BYCg8edJaPgFwtmTbNABLOOedASzxPiZhpCudQ0GFzek3q2UxMd/MVVm1AxaTCUmxgbevQvkgPRZiIwhCoh1TqM5x5XtrfD/bFCoOLNtTglcX7g7YbndyuCVBtFkm4AhWdrKn3TG16Cb1ySxTEk9pJtoaQvUYKfEX1NJKmghqyvT8VglRjo0x1sL7OEfrIM75cgClks0XAPjU+/OnAC7UN0yil1brbzUVNU6/i4ObcyR4S05tOnQK1Q4XkmIDZ7q1SgqVVtqRM20Ovt1wOOC5mz5ej5N0ESJN1O6icr+GKOJZtP2imu1KM9E1DvntDpmFheKmLg9O7BLUeAWTerTACxf1xv0TQjsPIaFIFy1+FyjNRFvDmHYkbi1eUk65+02ZnohrLmMsDcCrALYAyAfwfZCv15xzfgwAvP/NDvI8RIFcTrSJARf20+5UtnRXMe7+arPv8bHTtoB2u33a+NfxrLa7MLxjhu/x6Wr/zmkAcNjb1vjzNQdlX/eLtfLbCYlGNocLry/eDZtCgCv20Hdb/R7XKNwaVpqJVurwJrewUJzzeff4zuiUnaQ5PiUmE8PVQ9tRO25Srx6d3A1PnNsD+0X1xO/8cpNfkCvQ6rprZCGuy82RmeS5G/Pgt1sNdUkkjYtqEM0YMwGYxzk/xTn/DkAHAL05549FemCMsdsYYxsYYxtKSkoi/XKNhlydzX0vnIPcLOUPzEsHerJzXpznv9J5WG66byZaMKZLFv53zQDfY2nHp9cXB95aFhYeORW6sdEFiDQmszcdweuL9+DtpXs19/3ryGm/x2qVBeQoLepzuNwBaVZmybXh69uGoVUqLeol0Ssp1oKbR3UIWBRYaQ98v2i1kzfyOeRwudEi1RNE/11Ujl+3UtOVpkr1t4pz7gbwhuhxNedcmqJhRBFjrCUAeP9brLQj5/x9zvkgzvmgrKysEF6yacufMQWMsYBgWExu9nrltDPRKTsZCTG1OY+bnpgIAOgj6io1+uWlft/gq2pqL14uN8e6A6U49/9WAFDuxkalNkljFMxtXqX3iOGZaJl0Dmm1jsykWAzN9dxFGp6bAUKi2brHx/t+lgbELjfXnGk2EkQ73RwtU2ubEAklYEnToyedYxFj7IIwvd4v8FT6gPe/P4fpvESDtJ2umFBxo7WoM5mQPyk+Lj3Rk38mLCoSuEUzXuIZsxfn7sTl7632Pba73LJNI2iFP2lMhBnfYOo0K32QC9uX7S7BA99uwfSfPBVulBpO7Cgok+l+GDge4X1+YX/tdC9CGrJYc+1nlTSV6v5vtmBeXqHq8TUqnQ7dbo43l+zB6SoHKmqcOFxahTRRz4Rw1Jwm0UlPEH0XgB8ZY9WMsVLG2EnGmOZsNGPsKwCrAXRljB1hjN0MYAaAiYyxPQAmeh+TCLl8UG0RFaXSd/3apuGmER0AAEdPVfu2CzNccjPYVrMJC+4b43vsH0TXBgHSi9bBE1UY8vySgPO5KYgmjYhwa/lklUO2Jbca5SDa8wF/w0fr8MOmo/h8jaferdJ75+v1hwOCaLmAW8gTdbg4Ft4/JnAHQqJEjOiOaqXdP6j9RUe6hdoC+VX7TuA/i3bjsZ+2oddTC+DmnjQOwckqmoluqvTUJ8oM5sSc86sUnhqvsJ2EydKHxiIx1ozs5Np8R6UmLK9e1geZSf4rnFumxiEl3vOroZRH1kzUqUloxAL4zwDobcIgLcVFSDQTZqIX7yzCjPm7MO1sT0c/ufUKUkrpHHaF7UrrDGItpoAgWm4RoFBn1+Xm6NJcoSUiIVHAL4iu0V7UK6X0HgNqv6zO3XbMt22HqPvhIe/iedL06OlY6GKMXQkgl3P+AmOsDYDmADZGfHQkKHINFZSCaBNjsEgC5dX/0v6ekyYqLSSukykukacWRLdIiUNhmSe1g2Jo0lh8sHw/np+70/f401X52HWsHNnJsXjlsr6axwt3cpbv9l9MbXe6ZavYKKWM1Dj9FxbeNDIHQ3LSA/arnYmmxb0kuok/byqDSK+Q3gX6dWsB9pdU4rrh7fHkz56eceIbP+LPukMnKIhuqvR0LHwLwDgA13k3VQF4N5KDIuEXq1CKSrjwvHxJH0PnE3/rPynqOijkVT/72w4cENW5lcrJTPD9HEzuqJpDJ6oM30YnJBw+W5Pv99jp4li2uwTfbTyCVfuO+z23qzCwg5owG3b9R+v8tpfZnHj8xzy/bS43R7HK4kXx++rBSV1l2xoLbxM9s+SERIuth08ZPkbapOXurzbjv4t344W5O5EvEyR/fONg38/iVEjStOjJiR7BOb8d3qYr3uocgRXOSYOmNhMNAJcPbmv4nOf19SxGWrC9yHsuIMW72GLmisBWxHKvC4Q3J3p7wWmMeWUpPlqZH7ZzEqKXtA2xeLbq6g/W4rQod/Ls1/8MOF4pJ7qoLHBB7ssLduGpX7YrjkUcRFsVauRmeRcJpycGdiIlJFq9tmg3ftx8xPc4I1E7ZFF6732/8Yjs9nHdattcVNQ4wz4ZRKKDniDa4a0XzQGAMZYBgO79RRmlIFp8C+z96wbikbO7yu6XLnMR+ufYjgBqP6yTYi1YvKNI17fyncdqZ+HCGUQXetuI/7mHaouTuqe1DKBMoxSWUlqFXI7nvG3K1QZizP450UoLi28bk4vXLuuLC/q2Vh0XIdFm62FPDfYv1h7ECR1dcY2UuOvZKgUAkChaeP+GTI8E0vjpCaLfBjAbQBZj7BkAKwC8FNFRkbBT+hAVzwhP6tkC/xzbKWCfbU9PwopHxwVsT433n72Ks5qx/3glJr++XHM8p0SdDfV+gd9bXI5v1h9S3Uf4/9x5rIzKDpE6p7WYVnrLWCw3M1Hxg7zaEfi7rDbzZXe5scV7S3vLkxMV97OaTbhkYBtfqsdPd47E0ofGKu5PSLQQUvqkaVBSb1zZDwBgVylxJ9WrVSoAYMmDYxHjXVO09kAoLTRItNIMojnnnwGYDk/b71IAl3HOv470wEh4xVrl/6mlDRjkJMdZ/ZquCNIS/INoIU+6zKYdvIonn10KFQakLn5nFR6dvU01eBDGUFRWg2s+XKvrvISEi9mkfkndcSwwDxrwVMQZ1y1bOYiW6cCmdQfnt788lQSMtObu1zZNdmEyIdFGz6fK9cPb+6rSPPL9Nl+78N93FakeZ/amR7VIjcOYLp4CZjRp0zTpmYkGADMABwC7gWNIAyJN55jcqwUA+TQNveIlH84xGm1VlSzbXRJQHF+OEJyr7SteUBjM4hJClKzZf0Lzd8qiMRN9z1ebsXLv8YDtTjeH1WxSLLNVLVPD1qnzFo7WmAhpjPSkCbrc3DfxcryiBuu8s8n/+GSD6nHi91RGomddgdwXXdL46anO8TiArwC0AtAGwJeMsX9FemAkvKTpHP+7diDyZ0xRTPPQQ7qiX271vx6FZTY89N1W3furBdG0uINEypXvr8EFb69U3UfPe2DrkcBAXPgwd7i4bGUZud95p0LAfaZowROgv147IY0J58A5bwQu3hVzc//JH70fH+L31LTJnjrwZ3TNMj5IEvX0TB1eC2Aw53w65/xxAEMAXB/ZYZFwE6dz5GZF5nat0RkvcU715kP6Z43P+78Vis/pnZ0jJBL0vAfkmgs5XW7f3SK52egqe+CtYrnf9Y9vGoyL+vsvEqTydaSpEN9xdXPl9KnlD3vW+Fw+qI3fZ6OLc8yYt0vzdcTv82aJMWiWYJVdFMw5x0crDqDnk/Mxa3W+zv8LEk30BNEH4d+UxQJgf2SGQyJF/G174X2Rae+rVItaybx7R/t+VusWJVVwOrDcFwAUnKoOqK9LSF0y6whY5e4yu3ltAGCTSd0oKgusBy33oR1vNQekWRHSVGx9apLvZ6VeAef2aYl2GQnInzEF/ds181szsLe4Au8u26f5OtK1D4mxFlTJVNApOG3Dv3/bgUq7C0/8vB1frj2E899SngQi0UdP2+8qANsZYwvgydWfBGAFY+w/AMA5fyCC4yNhIv6GLu1QGIoPrx+EY6erMaRDBq6daWwhX6u0eORmJWJ/SaWh8kIAUG5zIDnOf2Hjj5uPGjoHIeGmJ3VCLs52uNy+GuviWtJq5Fp+t06Lx0HqnkaaKHFArJQS/dbVA/weiz8bn/1th67Xkb7NE2MsqJS7WyT5ovvYj9sAeO5GBZv+SBoWPUH0HO8fwZoIjYVEEGMM94zvjHFhztua0KN5UMclx3p+9YQZ8tPVDrw0fxcePbub4jFT+rTEHG/FgWW7S3CyyoFJPZqjeUocACAnIzBNxeXmlBNK6oy+IJrJpnQIM8inqrVr2gKB6Rzf3DYMbdMTUFwuf6eGkKZkbt4xXfsFsyC+SrKIMCHWLFvLXbqfoNrhQmKsnvCLNHSa/4qc85l1MRASeQ9M7BLR84/qlKl7NnjRA2cA8A86/vfHPtUgWhx4PPPrDpSU1+Cb9Yfw292etBC5Op92pxvxMXR7m4QP51wxz1jvTLTD7T9DZWLMNyN2/lvqixeVtG4WD8BYSTtCGpvO2UnYU1yBcplSq6umnRmwTe+agVk3D8F1Mz3pgmXV/neLkmItsiXupPsJKu1OCqIbCT3VOc5mjK1njBUzxkoZYycZY1RVnARQuxTdO76z7+eOWYlokeqZPTYZWPTkcnPfosiSck+OqDhX1OEMnN2rcVLZIRI6cbqRWsMUPUG0280DFsfmZCYaXlOg9NoURJOm7Nvbhys+1yotPujzju6chalneLr0SnshJMSYUSkTRD86+y/Zcz32wzbZu1Ek+ui5j/EWgNsBtAaQBSDT+19C/KnED/3apvl+FueqycXQnHPZ4Nfl5gGLpoRgGpBfnGg015o0XS/P34UVewJrOJfbHOgyfZ7vsXCLdsnOIr/Sc06XG+Uabb0B4NWFu7G7qML3OCnWglk3D0GcJbS1ChbvYidaWEiasmaJMbCaI5PCd0YXT+hTJnmfx1vNAQuC95dUIF9hfcLincXYWShfOYREFz1X7SMAtnDOHZxzl/An0gMj0YepRNHjumX7ZgjEDV6kt9I2HizFmFeWouv0+Thy0v8C5OJctYSYXLUCtVlDQsTe+WMfrp25FhsP1t5oq7I70fvphX77VdY4sbuoHDd/usGvpfAD327F+vyThl93cq8WyEyKlZ2J7tEyBYvu11dNR3hvUBBNmrq4EPofqMlI8nx2ZSXH+m2Pj7GgWvSFen5eIc58bZnquainQeOgJynnEQC/Msb+AOCb9uOcvxmpQZHopJSZ8dR5PQAAQzqk45nze2Jy7xa+56Qx8SX/W+37edRLSzH1jI5YuKMQYzpnwaWxolkIovu2ScXWI6cBAMXlNrRNTwjmf4c0IeJbq5f8bzXyZ0wBAJRVB96iLa20o6jMs3hvy+HaoPmXrQVBvbbwytKuogCQk5ngS30SiHMzxYRWxJTOQZo6q8UkilbCp0vzZLx5VX+MlSzQj7eaYRMtInznj72+n3u0TPHVq85KjvXdPdXRUJFEAT0z0c8AcAFIgyeNQ/hDiB+l8PamkR18P98wIgfZybVBgdZNt3eX7cP+kkp8sioff+45jl3HyhX3dXhLfnXIrK3SIQ7KCVEiXegHANsLTmPYi0sCtt/y2QbcNmsjAGBfSSWW7y4J6bWF9sRyQbTLzQOCYqtCNQGrN51D7jyENCXZkpnicDq/byukSMqrxseY/GaixXdYO2YnAfAseHxbVF7PKbnmrDtQiqd/2W5oLG8v3YvJGl0ZSWTpudpmc87P55w/zjl/QvgT8ZGRqCO32rh361TVY4wsLATgd6ESrN1/AkDtTDSteiZGSWsuF5fb8KdMfjTgn4cPAM/N0VdbVokwIyWXzuFyB3ZBtJqZ34exQFhYSPVnSVP3xpX96/T14q1mON3c9xkkfs9e2K8VAOC/V/TzVdABgBpJDvXl763GJ6vyDa3jeWXB39ip0JWR1A09QfQSxlhgXRhCJB6c1AVdmif5bfv17lGqxxgNouVc8b6ndLnD5YbFxOh2NjFMGkQPeX6J7oV+ck1PjOAqM9FumXJ6FpPJl5vpv712P2Fh1eWD2oQ0NkKiUdcWyejWItlv24sX947Y6wmfOcIkT4KorGq3linInzEFvVqnIimmdoJHvF7n6g9q229syDde/Kzr9HkBix1J3dDzKXErgMWMsQoqcUfUJMdZI16LWs3bS/fB6VZffEiIHLl0jufm7NR1rLTpiVFqOdFyi49iLCa/D2mBeAZ693OTkT9jCl6+tG9IYyMkWon7A4zunImrhrQzdPzFA1qjfUYCMpNi8clNg3W9lpAXnRxXGyyL39cJsbVjEir7rM8vxap9J3zbr/5wLbYePmVorDVONwpOVRs6hoSHniA6E4AVQCqoxB3RoLdwvWBct+ywj8HoxZIQuWBVb3Ac6ip7XzqHTEUBt8zqI6tZPlZeLGUAACAASURBVIgWM/o+JKSxEb9H5Co3iX1167CAbRmJMVj28DhsmD4BY7uqf04JFXG2e1MrUuNr7xTFiIJo8XoGYSb6sncD1+3sP14RsE2LtMQeqRuaQbS3nN1lAB71/twSQL9ID4xEJ7PBD+/bx+Ti1tEdtHfUIF7clZOZqLssGCGA9oesGpeb443Fe4I+XgiT5WrbygXDcilLC+6j33dCxMSlHrVSroZ3zAjY5jCQpiV8Ab7p4/WocbpQWlm7bkKprbjN4cJphY6G93+zFfN1ti0XVHtnwXcUlOFkpd3QsSR4ejoWvgVgHIDrvJuqALwbyUGR6CXu2PbqZdq3kk0mhswk/SupP795qOz2qZ97qiW08pYDo+pBBADeW7YPOdPmyHYTEwslr9np5vjv4t2yz/VomaJ5vJATLRcwi28LA8DF/VujXXoCEmL8t3eV5H8S0tTFi94jwXxJNnKMeMH7v3/dgQXbi3yPlarlTPthG/o+s1D2OcBTa9oIoe34OW/+ifPfXqGxNwkXPekcIzjntwOwAQDnvBRA4KoWQlCblzm6cyYuHahvUZOeVskA0CzBilGdM32PxTPYQhc54TWbp/jX1iVNj9vN8eGKAwCAUwozPgJpuSk5E7pn44lzewS+jkLB1wX3jcH53pX5apRSL1qlxuG5C3r5bXv6gp4wmZhmOgchTV28VT6NQi8jVTIqRIv6vlh7yO+5YFOrHAbTxDYcLMXHKz3Xu8OllB9dV/T8ZjkYYyZ4J/cYYxkAKPmGqDJSSF5vhQ7h9poQdCfFWgP2EcrbpcZbcduYXJhY7UwfaVqunbnWV47OrfGBpOfW7QX9WqN1WnzAdqfMjNW/L+iJri2SNeugp8RZMG1yN9nn7pvQBc0S/ecrhEWz4tmtZCrpSEgAIZ0jKdaCN68yXvLOyFoHYXInNd7qlwN9bp+Whl9X4HS5sWb/CewpCuyNsKOgDKeq/FM23lu2H8/8Glq5TWKc4tWXMWbhnDsBvA1gNoAsxtgzAC6HpwELIQEGtEtD5+wkPHq2fGAgR28xDSEYtpgYXG6ORNFK535t07Dl8CmM6VK75jU13go3B+wut+yiLb2cLjc6PT4PAHyd7EjDJ17xrtX+Xc8HptXMAtIrAKDMFpgqcv3wHADKXTwFH1w/SDYwB+TrPQtfIBljaJESh8m9W+Dxc7prjJyQpkdIE3x8Sne0UniPqbnfQKWpTtnJGNS+GRxu7ldZ4y2Zeu56OV0cV3rLt0o/d85580/kZiXKHUbqmNoUxjoAAzjnnzHGNgKYAE+Ducs453l1MjoSdZLjrFj0wBmGjtHbHEKIc+4a1wmvLdqNZgm1s3RDOqTj78JydBfloAqLr2z20ILoSlE7V5eb604/IQ3HhP8sw6L7x6Bzc//c4Q35pXhh7k7sLdZeDW8xmQw38hFugtwyqgMeOqsrKmqcGPTcYt/zajPgcr9lFlPtLNfqf3nK91MlDkIC3XZGLuJjzLhMZ1qh2Ow7RqBteoKhY+KsZmzYK9+gSeztqwfgzi83ae6nlM4hTCbtL6k0ND4SGWrpHL4rM+d8O+f8Dc756+EIoBlj+YyxbYyxLYyxDaGej0Q36SIpJdy7XPDu8Z2RP2OKX4WC95fvD6gPHS8pgB+sGtHxSqupSeSFmpazqzDwtugjs//CpkOnZGeTpWIsJsRZjeVWCvEth+dDVrqIVm3xktz/rfgLHGOMAmhCFMRazLhldC4sBvOhZ1zcGwPapRl+Pb1NvqboTPFwyNw9szlcvkX0pGFQ++3KYow9oPQnDK89jnPej3M+KAznIlHswn6tdC1ClMZQFklJMLPkcXyM59f7h81HghrXhvxSDHpuMQrLbL5tA55dhAHPLgrqfCR4T/+yHR3+NTekc8iVkFMqPyV/vMnwHY2LB7TB4JxmuHFEjuzzKfHKXyCVFiwSQsLvpUt6o31GAq4c0i6oL6dGv2BrkVvs/NeR036VP1qm0gL6+qb2r24GkAQgWeEPIWFhMZtw17hOmvtJYwppUBQ4E+0JUF6e/3dQ43p32T4cr6jB+W+t9NteSjU469wnq/IBhDYbPfXzTfhsdT7Ofn05fvR+sZJ+EVMTY2EB5aq0FvVlJsXiu6nyt4ZfvrQPBrZPVzyWFsQSUneuGNwOyx4eF/Txemei9VqffzJgmzSVMJuqUNU7tU+AY5zzf0fodTmAhYwxDuA9zvn7EXodEiVidXyLd0mCCmnZImmHufgQy4B1yKSFG/XF7eZ48pc8XDcsx68Gss3hDunf9dUFf6PM5sT932zFRf3b+OUYa4kxmwOC6C4tkrHxYOCHnR7n9VEvf8c0a3sQQhoKIX1wSu+W2HrklKEKVXpVSOrdS5uqdG+Zgp3eromkbujKiY6AkZzzAQAmA7iTMRbQbosxdhtjbANjbENJSUngGUijoqeOZ7+2/nlq6ZLyX6eq/POV40OcGaBa0/Xn8MkqfL7mEP7xyXq/7evzS5EzbY5s2Sc9pLnP0rsXaswm5le+CgDaNAtc9f+ajiZDgHx6iR/R0x1pJT4hDZqQzmE1Myx7eByWPxL8rLacOX8dww0frfPbdvmgNpg+pbY6z/dThwMA1ZGvQ2qRy/hIvSjnvMD732IAPwIYIrPP+5zzQZzzQVlZWdKnSSOjFfB2yEzExzcN9tvWs1Uqbh6l3DI81CDarrLoS6vuMKnldnPkTJuDz9cc1H3M0l3FAICjp6pRZa8NfK/3foh8te5wyOO64O2V2GBgFpkxBOREPylpvjIsNx2XaOT3t/B+OdNa8CQOsX+5axQ2Tp+ge6yEkLolfN6YTSaYTSysVZxOVtqxaId/B8P7J3TBneM64ZbRucjwTiglxlpw1ZB2FETXIcWruLczYdgxxhIZY8nCzwAmAaCSeU1cYqwFv941SvH5Hq1SkBIX2FxlYo/miscICwuD5XDWBsrjumbhkbO7+h6HWvGjKdnjLR83/Sf9b3NxgHn9zHUBz6styAOA1aIa0UrE9Vz1ks4ep8Zbce2wdr7HOhof4od/jgj4QihHfOclMdaCDEllD0JIwyG0GQ9lQfA/x3aU3d7/2UX4aUuB37bEWLNvAeSce0Zj9h0jAHhmxG0O6odXV+qj1VVzAD96//EtAL7knM+vh3GQBqZ3m1R8deswZCXH4OCJKtz8aW31wzM6y9+NSFJZ2CVe6OF2c931qAFg3rZj+O/i3b7Hj0/p4ZdCUGV3Ga4Z3FQJM8lGVpK3z/AsxOvdOlV2tjjvaBkqapyK//5XfbAmiJGqa5UWH7Bq32xiMIu2SfP2lc6j1fxh0xMTA9KVCCENl9BmXLo2Ry/GgEfO7oYfNx/FsdM2HfvXXndapMahhff6Gmc1o8ZJkzx1pc6jAM75fgD6kgZJkzO8YwYATweoDdMn4P3l+3HLqA7ISpafhVO7bSVO57A5XbrrUQPAHV/4F8OPMZvQWpT/Wm2ni5Rewt+V3vbuAGD31kjlstWSgcU7i3DXl5tw1ZB2OHKy2i+tR2j1HU6bn5iI1HjPnZBJPZpj4Q5PmSnGmN+XMyOtgtVIFzASQho24fPFqZIGqGZwjqdSz7e3D8fol5eq7nt+31a4ekg72efiLGY4XBxOl9twjWxiHP0NkwYrMykWj53THdkpcYp1O2NV8p7FVRyqJEHvfV9vxm2fKff5keazWcwMbZrVlimrcmg35yAeQuqLgUIYviYkTpWOfhvzT+L2WRvx7G87UFnjxI6CMtgcLgx+frHiMcESLyh8/3r/0vbixYmhlqUTbudSTiMh0SXO+55V60KqpHvLFMy8wXNdaZuegDO7Zavu//oV/RSrFAlpjDaZZi0k/CiIJlEtTmXGLk60CEw6c/zTlgLfbKIcuSC6WUJtTrY0KCfyHC43lngXCRqZia7xfgCo5heKTvfQd1txzpt/4uJ3VgU1TsGXtwyV3a62SMhvJjrEIPqRs7shf8YU6kRISJRJ8E7oqC1IF9wiWRA/fUp3JIvW/Khdb5Y+NFY1NVFIY7Q5XPjtrwLkTJuDF+bu9OuO+sXag7jgrRWa4yTaKIgmUU1tJlp8oTG6ENAquUjFmj2LOL65bRgAGArW/i4sR860OXj4u62GxtAYvLN0H75ce8jwccJsjlp6hPi5v46cBgDsCKFG6ptX9YdV4UuZWglG8Uy02sw5IaTxEurZZyZpr2WYfm4P9Pe2Fv9+6nCM7JTp97xa6c0WGqVXhckjm8OFmSsOAADeX74fX62rvQ4//mMeth45Hbb0s3ApPG3zC/ajAQXRJKqJc0dfvLi34n5Xvr9G9oLhcnMUyiziGCG5qCXEei5M4sWENp2B+VmvLwcAfLcxuPbj0ay4vPbv1siqdSEnWm2VuXgBz9FT1UGMzt+g9s0Ui+OrrUkVcqWBwK6ahJCmoW16Ar6bOhxPndtT1/7CgmS5zyW1mWitLqtC47LnftuJPUUVvu3SRi0AcPRk6NfNcLE5XBj24hJMm72tvodiCAXRJKoJM4QX92+Nq2QWWgiNL0or7SgsCwyWX16wC8NeXOK3GO2K91Zj0Y4i5GYlYuuTk/D91OG+1xFX/JA2dyGBxA1rXAZmaYXZiLJq5b9jrQU8vVqnyG5Xqi1uNZsUK65I0yvevXYAnr2wFwDghhE5OK+vp/tgqOkchJDoNTgnHakJgaVY5Uw9w7P+oUvz5IDnhJno28/IVXxOibCgfv72Qr/AWSjZWmarvab+41P/Zlb1SUjhm70puiabKIgmUW/7M2fhFYUucb3bpPp+vn7m2oA2qb/v9OTrloq2rz3gKZEeYzYhNcGKQd5V00BtVyoAePh7fekZuaL24XlHT+s6prEQl6BzGLh1KMxEl8vMngi0Tndhv9a4sF8rPHVeD98t0PwZU9C9pXxwbTUzdGuRjJcv7YP1j6s3Njm7V0tcN6w9AE8DlocmdQFAreIJIfpM6NEc+TOmoJlMKUvhS7tcwzCt9RJxCimONU4XRs74HX2eXujbVqVyfa1r0ZbGIaBCtyTqqdVrFjdo2VdSiZcX/I1nL6i93SZcj856fTm+mzocDtGKZrkyY+IL1J97jmNXYRm6tZAPygBg6d/F2H+80ve4qSxIXLHnOArL/PPbjJR+0rM4R0t8jBmvX9kfAHBx/za+iipKFTSsZhMYY7h8UFvDr9U+IxHvXjsgILeREEKM6t4yGT9uBjpmJRk+VimItjncAWlvpVV22X3rAwXRhDRAyXH+v+JfrTvk9+1enI/21bpD+GHTUd/jGI0gGgA2HjypGkTf/tlGv8fi9Wm/bC1A/7ZpaJuegMbm2plrAQAPTuzi22akCYE9DOWZxC26UxOsSIXnC1VulvxssdLiwVk3D9H1emf3amlwhIQQEuiWUbkY0iEjqDtb4rulYh+tPBCwrSF1NgzHNb8+UDoHadTk6u2KLyb7SmpnicUBNCD/jV46O735kHrr6GaJ/vlx4uoN93y1GVPe/FP1+Gj3+pI9YAy4Y2xH3QsxgcBZiU//oS+QFVP6MBnYPh0vXeJZhJohupUqben9yU2D8eUtQzFaoVsmIYREgsnE0K9tmuI1TI1cCoiaYpm1QuHw1M95fhVBpL7feASfiD6LKYgmpAEKpd6u3LHS2Uq10mfi528d7VnMJhTAF1IKymwNJyctElxujhizCUmxFjhc3C+QLrM5cM2Ha2TzxKUXVGmAq4fav03PVp5ceXGwLv33Hts1O6BKCyGE1JUYyTWsq8wiRCmldA4lRWXh7/AKAJ+uPoh//aBcaeOh77bi6V93+B7XUBBNSOMirRUtx+VWf+Mf8ZYQuqBfawBAjTeIbGj1OSOpxulGpXcBy+r9J3zbl+4qxsq9J/DpqnzZY5olWPHGlf0AANnJsWiZGocpffSnTMil4wiENB8jKSaEEFKXGPMsdhYsuH+M5jGxBmevnRqfYXqdrnJgsbeBmTuI6+oD327x/RzM8fWFgmhCFDwwqYvmPmrfnsUL2ITbcsJMdKRLodkcLszPKwy5DXW4DGjXDIB/50i7wt9FjdOFWWsOwuXmOL9vK2x+YiI6ZSdj1bQz8dZV/THj4t7o2yYVrdPiVV9TOosjJlQNidZbiISQpmH+fdqBs1is2dhMdDBtyuXc981m3PLZBhw7XY0Ku7E7rDVOF3aLalobbY5WnyiIJkQkTVTjs4dCKTSxGpmFGZxz7Cos812c7hjb0bfITUhnCNOXf1kzVxxAtyfmY+rnG7Fsd0nkXgieihtVOi6Y7TI8iyffX74f93/jmXHwpU9IruHv/rEfgCfVhTHmKwHFGANjDFcOaYef7xqF4R0zVF9TLZ1DaLE7oF0zZCfHao6fEELqS+u0eAxq30zXvin/3959x0lRZQsc/53unsAMGUTJQQkqQUUJigqKqGvEjK5Zcdenrmlds2t8vmdYdQ1reMZ1DWvOuKuyipEggiioBEkiIIzADGHCeX9UVU91nNQ9XcOc7+fDh+nq6uozNd333rp177ktItHVED3xZZz/+Ux1JCxx77qu21jBr741FJL1Kvs7dyoqq9jxmndinm9KWaysEW2Mz4X79wWgfXF+yvHUJw7vwcUH9GNwtzZsrkj8sj83dQkH3fUR//7WubXVoTg/eovNG86RqVtoydz4RvU4s8tfnJ3V3tazn5zGTtdOqnE/Lw3hzCUlvPylM4HTS3nnL2L9jfJBXduQjr+RHJ+FxXk+9XCc/EiIF38/kodP3Z03LhjFe5fsW+PvYIwxufDx5fvxwu/3rNW+IsLtcesmxHcolG2urrdenbksI8MLvffYUlEVs+7CpiR15P2T50d/Xri6NJrz/3g3veiUH7Lb+ZNJ1og2xqdrO6fHNF0miVvGD+KC/ftSEAklHc4xd8V6wOl1BSejhzfZY2Mj9ET7rVi3iac//zFrx/9gXmJhl2wIScskuby9XND+/Xe46m0edM9bTRk58n2N5GTN5UgoffE2tGd72rTIo1OrwnrlYzXGmCBq06L6jmp+OJQwP6TUd/fwn9OX8sDkHxr8nt5KimVbKmIa0RuT9CrfNmle9Oc5y9dFfx7q9rZf9FztFjILAmtEm2ZrwrDYRTWePmt4dIhARS3GiRVEwjGN6A/mruSxjxcSdguTmUuc9Hf5kRCtCiKEQ8KSNc4tr2z1RM9amphyrzGWJ/cvpJLswiJpI7oisSfaL1nvsp+/YgglmQSaiQVbjDGmqfE3oufccGDC/JD4hu3C1WUNfs9wtBFdyU+/VqfN8w/NUFV6Xf5mzOu8ff+wf1+2a1MYs29TYI1os9U7aXiPhG1n792bG44YGH385gWj2GuHjhTnhzl2aDeePnt4jcct2biF6T+u5eMfVgNw+uNTuf71b4hvz4VDzkp4lVXKU5/9SEnZlugEw0w7/N6PE7Y1RiaQDb7lY+N78W86ciDhkCTkL/Ua2x9+tyrpuOqa0gf6G9HJeqKT5Qg3xpitnb/szKuhJxoys1qg1xNduqWCGYvXRrf76wP/4i7eOO2f3TzVR+zSheKC6jK7qYyLtka02erdPH5QwrYeHYrJC4e4cGxfJu7TJ5o3WES47dgh7NGrfY3H/ca9DfV4XIq2UNxY6g2bYnuC//PdKt6a9VP185uzmys625lAANb78l3/Uhq7lOxvR/QEoKWvZ7m8siraE722rDw6rrq4Dg3ffN8sdP85n3vjQTx15jB2rMXEUGOM2drFzw+59tCdY1aTzcS8mWhP9OZKlq2tXl7c3xj2Z93o76bu8xrRLQsjtMirriMGX/9ug2NqDLbst2mWvKvmC8fWnMYulaL8CBs2VyTMPv5k/i8xj+MXVPnDszNjHg+8bhKLbj2k3nHEHKtra75eti5mW6qeaFVt0GI0fut8FwpeoRgSuMCdqAnQqiDCqvVOYv8vF5ckDLfYuKWSSDgE1K4HYnD36omHEV8lUZgXtlUGjTHN2rWH7kQ/d3EWryd6SLc2PHnGcNq4Waju+Nd3QMOHvqkqny9cAzg90Z8u+IW2RXmUlJXHNJz9E/G91X9XuPVFq4K8mLHUlVXK+k3l0UxKQWU90aZZysSVt5f7uUqV5SXVV96z41bg83Ike4b1as/ArtnpJU02iSPZrboFqzbQ+4q3okNRGsrfE+01lN+9aN+Yi5Ri37jo4x78NOFvcPDdH/LrxtqP3x7TvxOTLx1N9/YtuPnIQcy89gCmXz22vr+CMcZsNc4Y1ZtRfZ0VV72hdBeP6x9tQPs1tD68573qiYmL1zjjq725OMnWBoDqzqWV6zYTDgmFeSH6dGwZ7eACWLCqtEFxNQZrRJtm4cKxfWMep8u+UVtexg0F9rz1/aT73H3CLtGCbNvWzhiwQd3aJPQWx/tk/mp+WLkh7T6e9ZvK6XX5mzw3dTGbyqs4erdu/HDzwXx02RiA6GqBfjMWOxMQX5i+NOVxVavHcPvNXbGOt2b/xIJV1fFtcAtEVWWRO0mls2+SCCROLoxvMC/6pe6TW3p1LOajy/Zj7E7b0rYonw4tLeezMcb43XDEQI4d2o0RfZIPUyyvrOL5qUuYPG9lrY43/cc1MXc4l5VUl92rNzj1xbidtgVih3P4G9G/27eP+9qNVFY5d0XzI6GYVH7xY7eDyBrRplm4cGw/znG/tJCZ5Z69yRvpDtW2KD/68+dXjqVDcT5Tvq+59/fEhz9n7J3/Sfpcr8vf5Li/fRp9vNLt+f3Ti7Mp21JBUX6YSDhE9/ZF9OlYzMYkC8J4PRPJGtier5et45pXvuZPL86Kblu1fjMH3fUR5z49g0PumRLdXrqlgr9/9iO9r3iLhz9aQK8ORTE9zxA7JhoSG9HGGGMyr3v7Im47dkh00S9P747FgDMv57IXZ3HaY1NrPNbrXy3n6Ac+5fZ3q9PULVxd3WO8ptSpj4Z0dxZ08Zfz3mTyh04eyog+yRfL8mdlWtcE6ghrRJtm44/j+nP4kC5AZmYje8OJv/95fcp98uJSdfxSuoV57v5H7NKl3u/9xaI10Z/9PQIbyytp4ZucV5gXZmOaq/mlvgkg8bxegElzfua7n9dzxUuzYiZBbiyvjE5Yufu977n6la8Bp0BOlnc5PltGsqEnxhhjGsfjp+8BxOZqrol3h7R69V3lm+XrOGVkTzq3KWRNqdPwbed2IF358uzoa71GdH4kFJOtyT8JvLVvDHT8fKIgska0aTYi4RA7dHIad7XJA10TL/emPydmvHCS/MWebVIMPfBf1ddGaUx6uaqYYRMt8sMxEzs83rYla1IPofC/7uwnp/HMF0tYuDp2iIm3tHn82LWiJHmhC+LSLE1JMx77usN2SvmcMcaYhuvZoZg9t4/tEb7D18PsV1K2hXkr1jPPXUysa9sWACz6pZTSLZUM7NKGovww3/7kNMjbF+cnHMObWFgQCcdMan/7D3tHf27rG7NtPdHGBEwv9/ZVzw5FDT7WUbt1BaoLk2QiaXIdb9OquhHtTyw/5vbJtXp/7zXxPbrtfIVXUX44Id/m0rVl0SEa6zdX8OrMZUmP7x8L7V101PbiozCS+HsX5tUufV2P9kWcvlfvWu1rjDGm/uJzSP/1/eSrFx7/4GcceNeHvDNnBVDdQeRNpN+pS2vm+zpT2qaZwBj/nn554RBH79YNgJve/La2v0bOWCPaNCuHDe7McxNHcMzQbg0+1tl792Hvvh1ZVpJ6SER876tfR19P9PxVpSwv2VinIQ4bNldQtqWCJz5dFLO9vW8ctjOcI/aYV7w0O2YIyHWvzUl6/LXubbltWxdEG+wTn5peq9iSNZj948PTaSpJ9o0xpqmraVErgEWrS6PDED3ekMhpi9ZSlB9mgJv32dMiL8zuPdvFrJboDedIVy8C3HHckFrFHgSWJ9o0KyLC8BQTGupzrHZxDcP9BnRiRJ/2/P2zxSxeU5Ywuc6vQ8vq13qTCF/0zUyuydrScv5vygImzfk5Zrs/sX6rgkhM+jkgYQnYVMuCl7i30kIiCceoiZf+z69Dktt7rQoirI+b3JhuDLcxxpjMia8Pkrng2S8TtnlD+b5YuIahPdsl3HUtLggzvE97Zi4pia5JsCWuEX3i8B61ev8ga9rRG5Nj/pyW/zVmex49bQ8m7rM9J7ur9LVP0/vaMcmY6LkrYid4vP7V8pjH/h7kNWVbko7H9q+2qDgphPyp7PpsU5wyJj9vOEfZlkrGuumKaitZT3T39onDXm49enDCtrIMpB80xhhTs/jVDJOZtfTXhG1bKqpY406UH947MXVeUX6E1oV5VFRp9O6iNzHd61y6Zfwg/nz4zg0JP+esEW1MQ/jKH//CImeM6s3Uq8YmTWwPcOm4fuzcpXVC/uo1G2JzMp//TGwPwAZfj/CfX5vDu9/E9kJfd9hOMWOivYkZj3y0ILotPxIiJPDx5fsBMCxJAQjOctzgFHwat3T4y+fuSauCCOfvt0PS1yZrRI/p34krfzMgZtshgzuzfVyj/tSRvZIe0xhjTGbFp72rjbywUF5ZxVQ3S9Sw3ol3d1sWRmjdwqn/vBVt17v/e9vTufqQHbll/KA6x9bYctKIFpGDRGSeiPwgIpfnIgZjMkHcVvQNR+wcM7YsHJKYiYPxzt6nDyLCoYM7x2z/xV32dEi36iWtF60u5ZcNTu7NaT9Wp7abuaQk4biRuGwg3pAR77jTf1zLfR/Mpzg/Qte2LRjSvW3KCX9eT3RllfLKzNge8dYt8ph9/YFcMq5/0tcmG/MmIpw1qk/C9nxfIf7HA/tz7aGWmcMYYxrDeUk6QuI7TeKHXIREuH/yfCbNWUF+JMSQ7k595e8QaV2YF01Xt25jRfT/kEBxfs0N97P27sOJw3vU7ZfJgUZvRItIGLgPOBjYCZggIlZrmibJa7RGQnX7KuW5+xflx46ZfvyTRUDsUI/Rt09m6E3/ptflb3LmE9OSHs9Lmr9dm+SZQsrc22i/feRz57E7ZKJ1YSTaO+BXVaUJy5f337Z64khNmTZSPR8KzVJ/vgAAEc1JREFUCY+dtkdc7NWZUiIhIZQmLaAxxpjM6d6+KLq6rWezb2XByiqlSjUmC5X3/EszlrFr97bR3uznzxnJsN7tOX2vXgC0buHUb/6e6FaFeTHp7Zq6XPREDwN+UNUFqroFeBY4IgdxGNNgEXc8WUVV7RZvufHIgWy/TXG0oVicn3ziYbd2qdPmJfPexfvyj7OGM3bHTjHbzxvjDBcZ3K0t5ZVVtHOHl3hjq1sVRvh1YzlL15Yxd8W6aKaRn9dvoqSsPCbXp392tj+F3R3HJs6kTtfIHuTrZQea/Jg4Y4xpyrq3L+Kra8dFHw+45p1ob/SLM5ZSUaUJQw89/vHQHVoW8Pw5I7nuMKdMb+MN53CHFZZsLI82rLcWuWhEdwWW+B4vdbcZ0+R4PdG1zZ988oievHfJ6Ojj4oLExuYpI3vSo0P6yX9XH7Jj9OcrfzOAUEjYc4eOCVf4PToU0W/blny64Bf6XvU2y92JiP99lDPWrFVBHgtWlTLqfz7goLs+Yq9b3+epTxex563vA8QMN/GPf27lW1XKy5ftlyw7R/VrnULUS4nUqVVh9PepzVg5Y4wxmeVfbhtgxuISjnngEy57wVlTYJfubROGCwJps115wznOfGIaqsqrM5enXGSsqcrFJUGyfvyEFoiITAQmAvToEfxxMaZ58mYZxy9pXVvJFmM5b78dmDxvVcrX3Dx+IMcM7cZNb37LNq0KmLjP9mnfY1nc0t5n7NWbCcOc79QvpZsT9r/mVSdv9MEDt2N0/2148tMfAbhkXH9EhNaFkZhk+SLCAyftxrKSjdHk+OnOR0EkzEMnD6Wvb3jIb0f0ZFN5JeN3tetpY4xpbKGQcOrInjzhlvdHP/BJ9LmhPdvRd9tWfHDpaPLCIcb95T/RJbl37dE25TH9nSLHP/QZAEO6p96/KcpFI3op0N33uBuwPH4nVX0IeAhg9913b/gazcZkwcR9+lCysZzDd+lS72NMvnQ0c5av4505KxjTfxs6tSrkkEGdeeaLxXQozmfBqlI2V1QxsGtrDhnchUMHdSYUEt44f1TaHl/PI6fuwYSHP6NH+yJG9e3IxeOqs4icOaoP//52JQO2a0Xplgp279meTq0KOGjgduzaox0r18f2XF98QL+k73HwIKfHum1RPl8tKWHP7TumjWncztvFPC7MC3PefslvFxpjjMm+CcN7RBvRno4t83n4lN0BZ9gHwN0TduX0x6YCifN6/Py9218sXEN+JMSfDhqQcv+mSOJnYWb9DUUiwHfA/sAyYCpwoqomXzYNpxE9bVryCVXGGGOMMabh5q1Yz3atC5GQMwG+RYq7ihs2V1ClGh2ykcqspSVsrqhiaI92TWrSuIhMV9Xda9qv0XuiVbVCRM4DJgFh4NF0DWhjjDHGGJN9/eOW706lZZrVeP0Gd9u6hm/Ey8k0SVV9C3grF+9tjDHGGGNMQ9mKhcYYY4wxxtSRNaKNMcYYY4ypI2tEG2OMMcYYU0fWiDbGGGOMMaaOrBFtjDHGGGNMHTV6nuj6EJFVwI817litDfBrlsKpD4snvSDFE6RYAHoAi3MdRJygnKOgxOEJUjxBisUTpJiCFAsELx4IVkxBigUsnpoErd6qz/npqarb1LRTk2hE15WIPKSqE3Mdh8fiSS9I8QQpFnAuIGvzRW5MQTlHQYnDE6R4ghSLJ0gxBSkWCF48EKyYghQLWDw1CVq9lc3zs7UO53g91wHEsXjSC1I8QYoFoCTXASQRlHMUlDg8QYonSLF4ghRTkGKB4MUDwYopSLGAxVOToNVbWTs/W2VPtDFbCxGZVpulR40xxpggaE711tbaE23M1uKhXAdgjDHG1EGzqbesJ9oYY4wxxpg6apI90SIyXkRURAbkOhaPiFwlInNEZJaIzBSR4TmMpZuIvCoi34vIfBG5W0Ty0+x/oYgUZSkWFZE7fI8vFZE/Z+O9ahFLpfu3mSMiX4nIxSISiO+AiGzIdQwe33ny/vVKs+9oEXkjCzGoiDzlexwRkVXZeK+6ynX5E+RzA8H6LEPN8YjIZBHJ+q3nXH9u4gWpznLjsXoreSxWb9Ugl3VWIP4Q9TABmAKckOtAAERkJHAosJuqDgbGAktyFIsALwGvqGpfoB/QErg5zcsuBLJSGAGbgaNEpGOWjl8XG1V1F1XdGTgA+A1wXY5jCiLvPHn/FuUghlJgoIi0cB8fACyrywFEJJLxqBz1Kn9EJJyh92/wuTE5EZh6K0h1lhuP1VupWb1Vs5zVWU2uES0iLYG9gDNxC6P4KwsRuVdETnN//o2IzBWRKSJyT5Z6azoDq1V1M4CqrlbV5SIyVET+IyLTRWSSiHR2Y5osIneJyCci8rWIDMtgLPsBm1T1MTeWSuAi4AwRKRaR20Vkttv7cL6IXAB0AT4QkQ8yGIenAmd81EXxT4hITxF5z43lPRHpISJtRGSRd6UtIkUiskRE8jIZlKquBCYC54kjLCK3ichUN55zfHFe5p6zr0Tk1kzG4SciLd3zMMN9vyPc7b1E5FsRedjtjXjX14BqFOnOD9BaRF4WkW9E5G8Z7CV5GzjE/XkC8IwvnmHu9+dL9//+7vbTROSfIvI68G6G4ohKU/58mOwciMgGEblBRD4HRmYwlPqcm49EZBfffh+LyOAMxhRVQ5m8SESu933Os94zmy6exhDAeitIdRZYvVUrVm/VKa5GqbOaXCMaOBJ4R1W/A9aIyG6pdhSRQuBB4GBVHQVkK2/hu0B3EflORO4XkX3dL89fgWNUdSjwKLFX1cWquidwrvtcpuwMTPdvUNV1OInPzwJ6A7u6vQ9Pq+o9wHJgjKqOyWAcfvcBJ4lIm7jt9wJPerEA96jqr8BXwL7uPocBk1S1PNNBqeoCnO9AJ5zK7VdV3QPYAzhbRHqLyME4n7nhqjoE+N9Mx+GzCRivqrsBY4A7RETc5/oC97m9ESXA0VmMo4VU3xZ72d2W9Py4zw0DLgEGAdsDR2UojmeBE9zv8WDgc99zc4F9VHVX4FrgFt9zI4FTVXW/DMXhl6r8SXUOioGvVXW4qk7JYBz1OTePAKcBiEg/oEBVZ2UwprpY7X7OHwAuzVEMjSlo9VaQ6iyweqvWrN5KKmd1VlNsRE/AqUBw/5+QZt8BwAJVXeg+fibNvvWmqhuAoThXiKuA54BzgIHAv0RkJnA10M33smfc136Ic1XUNkPhCJBstqgA+wB/U9UK973XZOg903ILwyeBC+KeGgn8w/35KWCU+/NzwPHuzye4j7PF+7KPA05x/1afAx1wCoCxwGOqWgZZP2cC3CIis4B/A12Bbd3nFqrqTPfn6UCvLMbhvzU23t2W6vwAfKGqC9zeo2eo/js2iNvA64XzHX8r7uk2wD9F5GvgLziVsOdfWfw7pSp/Up2DSuDFTAdRz3PzT+BQt7F0BvB4puOqg5fc/7P9WQ6KQNVbAauzwOqturJ6K1bO6qxsjRnMChHpgHPbZ6CIKBDG+eK9RuwFQaH3ksaKzf1jTAYmi8hs4L+AOaqa6hZufIGRqTQpc4i72hOR1kB3YEEG36eu7gJmAI+l2ceL7TXgv0WkPU5B/342AhKRPjiNnJU4n5XzVXVS3D4H0Xjn7CScXqehqlouIouo/ixv9u1XCTTqcA5Sn5/RZO+zDM5n4XZgNE4h6LkR+EBVx4sziWSy77nSDL5/VJry5y1Sn4NNbtmQDXU6N6paJiL/Ao4AjgOyOZmuguRlssf7PFfSOPVQTfFkTVDrrQDVWWD1Vq1ZvVVrjVJnNbWe6GNwbqP0VNVeqtod8K7WdxKRAvfWy/7utrlAH6meqXk8WSAi/UWkr2/TLsC3wDbiTOBARPJExN9bdry7fRTOLYdMrXv/HlAkIqe4xw8Dd+D0Or0L/E7cCVfulx1gPdAqQ++flHsl/DzOLRbPJ1RPsjkJZ9KN10vyBXA38EY2GiEisg3wN+BeVVVgEvB7bwybiPQTkWKcc3aGuLPAfecsG9oAK92CaAzQM4vvVVepzg/AMPcWYgjnc53JYQuPAjeo6uy47W2onkx3WgbfL51U5c8osnsOUqnPuXkEuAeYmuXeqR9JXibnSi7jCVy9FbA6C6zeqhWrt+qkUeqsJtUTjXMLLH6A/IvAiTgf9FnA98CXAKq6UUTOBd4RkdU4H/BsaAn81b29VQH8gHOb7CHgHreAjOBc1c5xX7NWRD4BWuPcWs0IVVURGQ/cLyLX4FwovQVciXMl2A+YJSLlwMM447seAt4WkZ+yOL4MnELxPN/jC4BHReSPOLcUT/c99xzO7efRGXz/Fu6tnTycv9NTwJ3uc4/g3Gqa4Y7nWgUcqarviDMZa5qIbKH6XGaMWzlsxhlf97qITANm4lSmQZH0/LjPfYrzvRwEfAi8nOwA9aGqS3EqpXj/CzwhIheTpR6fJFKVP78ni+cglfqcG1WdLiLrSN+zVm/eZ1lVl4hIQpnc2AISTxDrrcDUWWD1Vg2s3qqfRqmztvrFVkSkpapucE/ifcD3qvqXHMc0GbhUVaflMg4TDCIyBHhYVTM94900Avf24KWqemiuY6mJiHTBuYU/QFWrsnD8QH2WgxZPbQWt3rI6y8Rrqt+tTGtqwznq42z3Km4Ozm2HB3McjzFRIvI7nIkNV+c6FrN1c2+Vfw5claUGdKA+y0GLp46s3jKB1cS/Wxm11fdEG2OMMcYYk2nNoSfaGGOMMcaYjLJGtDE5Jhle1coYY4xpDO64/WbLGtHG5IiIjBCRZ4HbRGRgruMxxhhj0hGRkeIsRX8aOJlVchxSTlkj2pgcEJFjcZY8fgMnMf3F7vZmfVVvjDEmmETkGJz0glOBsSJyU3PvALJGtDG50Rd4XVX/jrM0MyKS19yv6o0xxgTWzsBLqvoUcCkwHDhWMrsEfJNijWhjGoGIHCciF3urgQHzgKNE5DKcxO9dgPtEZI+cBWmMMca4ktRba4ACEWmjqiuAn4EewIicBZlj1og2JotEJCwi1wJ/cjc9LCKHAy8BfwD2AU5R1YNwVlQ6WkS2y020xhhjmrsU9daBOKtnbgs84q4AGgY2ANu5r2t2wxGtEW1MFqlqJdAfuERV7wSuAy4C+qnqe8AmnF5pgFeBwUBpLmI1xhhjktRbfwYuAdYDVwAvAO+o6gScBZwOdl/X7IYjWiPamAwTkVNEZF/fOLGfgXYiElHVF3FWITvB7XGeDxzj7rcrTqPaGGOMaTQ11FsvAN8Dx6vqGlV9TlUfdffrD7ySi5iDwBrRxmSAODqLyAfAqcBJOGOcWwKrgUFAS3f3e4HxQCXwLrCHiHwGHAtcqarrG/0XMMYY06zUsd66BzhSRDq7r91fRObgdP5Mafzog8Ea0cY0kIiE3dtYrYBlqro/cC7wK3A3cD+wFzBYRIpUdS7OVf2x7pCOU4CzVXWs+5wxxhiTNfWot+YBc4Hj3EMsAq5W1UNVdUmj/wIBEcl1AMY0VSISAW4AwiLyFtAap3cZVa0QkfOAFcCdwD+AE4DOwHPAFmC6u+8GYHaj/wLGGGOalQbWWxXAZ+6+83GGIzZr1hNtTD2IyL44jeB2wA/AjUA5MEZEhgGoahVwPXCbqj6BM3TjFBH5EucC1hrOxhhjGoXVW5knzXAypTENJiJ7A73cpPOIyP04hctG4HxVHSoiIaATzhjoi1R1iTuZsEhVF+QqdmOMMc2P1VuZZz3RxtTPdOB5EQm7jz8Geqjq4zi3yc53r+i7AeXemDFVXWEFkTHGmByweivDrBFtTD2oapmqbnbzaQIcgLNYCsDpwI4i8gbwDDAjFzEaY4wxHqu3Ms8mFhrTAO4VveKs4vSau3k9cCUwEFioqstyFJ4xxhgTw+qtzLGeaGMapgrIw8mpOdi9ir8GqFLVKVYQGWOMCRirtzLEJhYa00AiMgL4xP33mKr+X45DMsYYY1KyeiszrBFtTAOJSDfgZOBOVd2c63iMMcaYdKzeygxrRBtjjDHGGFNHNibaGGOMMcaYOrJGtDHGGGOMMXVkjWhjjDHGGGPqyBrRxhhjjDHG1JE1oo0xxhhjjKkja0QbY4wxxhhTR9aINsYYY4wxpo6sEW2MMcYYY0wd/T/3LE41xdG/mwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(12, 4))\n", + "tsValues['DataValue'].plot(ax=ax)\n", + "\n", + "ax.set_ylabel('{} ({})'.format(\n", + " tsResult.VariableObj.VariableNameCV, tsResult.UnitsObj.UnitsAbbreviation))\n", + "ax.set_xlabel('')\n", + "\n", + "ax.xaxis.set_minor_locator(mpl.dates.MonthLocator())\n", + "ax.xaxis.set_minor_formatter(mpl.dates.DateFormatter('%b'))\n", + "ax.xaxis.set_major_locator(mpl.dates.YearLocator())\n", + "ax.xaxis.set_major_formatter(mpl.dates.DateFormatter('\\n%Y'))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:odm2client_20180915]", + "language": "python", + "name": "conda-env-odm2client_20180915-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.15" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb b/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb index 11d5db7..ffa20b2 100644 --- a/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb +++ b/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb @@ -11,20 +11,20 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "This example shows how to connect to an ODM2 database using the ODM2 Python API, retrieve data, and use it for analysis or visualization. The [database (iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite)](https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/data/iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite) contains [\"measurement\"-type results](http://vocabulary.odm2.org/resulttype/measurement/).\n", + "This example shows how to use the ODM2 Python API (`odm2api`) to connect to an ODM2 database, retrieve data, and analyze and visualize the data. The [database (iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite)](https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/data/iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite) contains [\"measurement\"-type results](http://vocabulary.odm2.org/resulttype/measurement/).\n", "\n", - "This example uses SQLite for the database because it doesn't require a server. However, the ODM2 Python API demonstrated here can alse be used with ODM2 databases implemented in MySQL, PostgresSQL or Microsoft SQL Server.\n", + "This example uses SQLite for the database because it doesn't require a server. However, the ODM2 Python API demonstrated here can alse be used with ODM2 databases implemented in MySQL, PostgreSQL or Microsoft SQL Server.\n", "\n", - "More details on the ODM2 Python API and its source code and latest development can be found at: https://github.com/ODM2/ODM2PythonAPI\n", + "More details on the ODM2 Python API and its source code and latest development can be found at https://github.com/ODM2/ODM2PythonAPI\n", "\n", - "[Emilio Mayorga](https://github.com/emiliom/). Last udpated 9/23/2018." + "[Emilio Mayorga](https://github.com/emiliom/). Last updated 2018-10-7." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Adapted from notebook https://github.com/BiG-CZ/wshp2017_tutorial_content/blob/master/notebooks/ODM2_Example3.ipynb" + "Adapted from notebook https://github.com/BiG-CZ/wshp2017_tutorial_content/blob/master/notebooks/ODM2_Example3.ipynb, based in part on earlier code and an ODM2 database from [Jeff Horsburgh's group](http://jeffh.usu.edu) at Utah State University." ] }, { @@ -35,9 +35,7 @@ "source": [ "%matplotlib inline\n", "\n", - "import sys\n", "import os\n", - "import sqlite3\n", "\n", "import matplotlib.pyplot as plt\n", "from shapely.geometry import Point\n", @@ -103,9 +101,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Make a Connection to the ODM2 SQLite Database\n", + "## Connect to the ODM2 SQLite Database\n", "\n", - "This example uses an ODM2 SQLite database loaded with water quality sample data from multiple monitoring sites in the [iUTAH](https://iutahepscor.org/) Gradients Along Mountain to Urban Transitions ([GAMUT](http://data.iutahepscor.org/mdf/Data/Gamut_Network/)) water quality monitoring network. Water quality samples have been collected and analyzed for nitrogen, phosphorus, total coliform, E-coli, and some water isotopes. The [database (iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite)](https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/data/iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite) contains [\"measurement\"-type results](http://vocabulary.odm2.org/resulttype/measurement/).\n", + "This example uses an ODM2 SQLite database file loaded with water quality sample data from multiple monitoring sites in the [iUTAH](https://iutahepscor.org/) Gradients Along Mountain to Urban Transitions ([GAMUT](http://data.iutahepscor.org/mdf/Data/Gamut_Network/)) water quality monitoring network. Water quality samples have been collected and analyzed for nitrogen, phosphorus, total coliform, E-coli, and some water isotopes. The [database (iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite)](https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/data/iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite) contains [\"measurement\"-type results](http://vocabulary.odm2.org/resulttype/measurement/).\n", "\n", "The example database is located in the `data` sub-directory." ] @@ -137,7 +135,7 @@ ], "source": [ "try:\n", - " session_factory = dbconnection.createConnection('sqlite', sqlite_pth, 2.0)\n", + " session_factory = dbconnection.createConnection('sqlite', sqlite_pth)\n", " read = odm2rs.ReadODM2(session_factory)\n", " print(\"Database connection successful!\")\n", "except Exception as e:\n", @@ -150,7 +148,7 @@ "source": [ "## Run Some Basic Queries on the ODM2 Database\n", "\n", - "This section shows some example of how to use the API to run both simple and more advanced queries on the ODM2 database, as well as how to examine the query output in convenient ways thanks to Python tools.\n", + "This section shows some examples of how to use the API to run both simple and more advanced queries on the ODM2 database, as well as how to examine the query output in convenient ways thanks to Python tools.\n", "\n", "Simple query functions like **getVariables( )** return objects similar to the entities in ODM2, and individual attributes can then be retrieved from the objects returned. " ] @@ -364,7 +362,8 @@ "# into a Pandas DataFrame to make it easy to view and manipulate\n", "allVars = read.getVariables()\n", "\n", - "variables_df = pd.DataFrame.from_records([vars(variable) for variable in allVars], index='VariableID')\n", + "variables_df = pd.DataFrame.from_records([vars(variable) for variable in allVars], \n", + " index='VariableID')\n", "variables_df.head(10)" ] }, @@ -507,7 +506,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Since we know this is a *geospatial* dataset (Sites, which have latitude and longitude), we can use more specialized (spatialized?) Python tools like `GeoPandas` (geospatially enabled Pandas) and `Folium` interactive maps." + "Since we know this is a *geospatial* dataset (Sites, which have latitude and longitude), we can use more specialized Python tools like `GeoPandas` (geospatially enabled Pandas) and `Folium` interactive maps." ] }, { @@ -889,10 +888,10 @@ { "data": { "text/html": [ - "
" + "
" ], "text/plain": [ - "" + "" ] }, "execution_count": 15, @@ -1016,7 +1015,7 @@ " 'SamplingFeatureUUID': u'0DDE8EF6-EC2F-42C0-AB50-20C6C02E89B2',\n", " 'SiteTypeCV': u'Stream',\n", " 'SpatialReferenceID': 1,\n", - " '_sa_instance_state': }" + " '_sa_instance_state': }" ] }, "execution_count": 18, @@ -1045,9 +1044,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "------------ Foreign Key Example --------- \n", - "\n", - "('The FeatureAction object for the Result is: ', )\n", + "('The FeatureAction object for the Result is: ', )\n", "('The Action object for the Result is: ', )\n", "\n", "The following are some of the attributes for the Action that created the Result: \n", @@ -1061,16 +1058,15 @@ } ], "source": [ - "print(\"------------ Foreign Key Example --------- \\n\")\n", "try:\n", " # Call getResults, but return only the first Result\n", " firstResult = read.getResults()[0]\n", " frfa = firstResult.FeatureActionObj\n", + " frfaa = firstResult.FeatureActionObj.ActionObj\n", " print(\"The FeatureAction object for the Result is: \", frfa)\n", - " print(\"The Action object for the Result is: \", frfa.ActionObj)\n", + " print(\"The Action object for the Result is: \", frfaa)\n", " \n", - " # Print some of those attributes in a more human readable form\n", - " frfaa = firstResult.FeatureActionObj.ActionObj\n", + " # Print some Action attributes in a more human readable form\n", " print(\"\\nThe following are some of the attributes for the Action that created the Result: \")\n", " print(\"ActionTypeCV: {}\".format(frfaa.ActionTypeCV))\n", " print(\"ActionDescription: {}\".format(frfaa.ActionDescription))\n", @@ -1079,7 +1075,7 @@ " print(\"MethodName: {}\".format(frfaa.MethodObj.MethodName))\n", " print(\"MethodDescription: {}\".format(frfaa.MethodObj.MethodDescription))\n", "except Exception as e:\n", - " print(\"Unable to demo Foreign Key Example: \", e)" + " print(\"Unable to demo Foreign Key Example: {}\".format(e))" ] }, { @@ -1131,7 +1127,7 @@ " print(\"SamplingFeatureID: {}\".format(frfa.SamplingFeatureObj.SamplingFeatureID))\n", " print(\"SamplingFeatureCode: {}\".format(frfa.SamplingFeatureObj.SamplingFeatureCode))\n", "except Exception as e:\n", - " print(\"Unable to demo example of retrieving Attributes of a Result: \", e)" + " print(\"Unable to demo example of retrieving Attributes of a Result: {}\".format(e))" ] }, { @@ -1180,7 +1176,7 @@ " 'SamplingFeatureUUID': u'0DDE8EF6-EC2F-42C0-AB50-20C6C02E89B2',\n", " 'SiteTypeCV': u'Stream',\n", " 'SpatialReferenceID': 1,\n", - " '_sa_instance_state': }" + " '_sa_instance_state': }" ] }, "execution_count": 22, @@ -1286,7 +1282,7 @@ " 1\n", " 1\n", " 0.0100\n", - " 2015-10-27 13:26:24.000000\n", + " 2015-10-27 13:26:24\n", " -7\n", " \n", " \n", @@ -1294,7 +1290,7 @@ " 100\n", " 1\n", " 0.0100\n", - " 2015-11-17 13:55:12.000000\n", + " 2015-11-17 13:55:12\n", " -7\n", " \n", " \n", @@ -1302,7 +1298,7 @@ " 109\n", " 10\n", " 0.0574\n", - " 2015-05-12 14:24:00.000000\n", + " 2015-05-12 14:24:00\n", " -7\n", " \n", " \n", @@ -1310,7 +1306,7 @@ " 10\n", " 10\n", " 0.0574\n", - " 2015-06-18 12:43:12.000000\n", + " 2015-06-18 12:43:12\n", " -7\n", " \n", " \n", @@ -1318,7 +1314,7 @@ " 198\n", " 99\n", " 0.0424\n", - " 2015-10-27 13:55:12.000000\n", + " 2015-10-27 13:55:12\n", " -7\n", " \n", " \n", @@ -1326,19 +1322,12 @@ "" ], "text/plain": [ - " ValueID ResultID DataValue ValueDateTime \\\n", - "0 1 1 0.0100 2015-10-27 13:26:24.000000 \n", - "1 100 1 0.0100 2015-11-17 13:55:12.000000 \n", - "2 109 10 0.0574 2015-05-12 14:24:00.000000 \n", - "3 10 10 0.0574 2015-06-18 12:43:12.000000 \n", - "4 198 99 0.0424 2015-10-27 13:55:12.000000 \n", - "\n", - " ValueDateTimeUTCOffset \n", - "0 -7 \n", - "1 -7 \n", - "2 -7 \n", - "3 -7 \n", - "4 -7 " + " ValueID ResultID DataValue ValueDateTime ValueDateTimeUTCOffset\n", + "0 1 1 0.0100 2015-10-27 13:26:24 -7\n", + "1 100 1 0.0100 2015-11-17 13:55:12 -7\n", + "2 109 10 0.0574 2015-05-12 14:24:00 -7\n", + "3 10 10 0.0574 2015-06-18 12:43:12 -7\n", + "4 198 99 0.0424 2015-10-27 13:55:12 -7" ] }, "execution_count": 25, @@ -1350,9 +1339,21 @@ "# Get all of the data values for the Results in the list created above\n", "# Call getResultValues, which returns a Pandas Data Frame with the data\n", "resultValues = read.getResultValues(resultids=resultIDList, lowercols=False)\n", + "resultValues['ValueDateTime'] = pd.to_datetime(resultValues['ValueDateTime'])\n", "resultValues.head()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**10/5/2018. NOTE CURRENT ISSUE REGARDING `ValueDateTime` RETURNED BY `read.getResultValues`.** There seems to be an unexpected behavior with the data type returned for `ValueDateTime` for SQLite databases. It should be a datetime, but it's currently a string. This is [being investigated](https://github.com/ODM2/ODM2PythonAPI/issues/158). For now, we are converting to a datetime manually in cells 25 and 27 via the statement:\n", + "```python\n", + "resultValues['ValueDateTime'] = pd.to_datetime(resultValues['ValueDateTime'])\n", + "```\n", + "This problem is present in `odm2api` version 0.7.1, but was not present in Nov. 2017" + ] + }, { "cell_type": "code", "execution_count": 26, @@ -1360,7 +1361,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -1378,17 +1379,9 @@ "ax.set_ylabel(\"{0} ({1})\".format(results[0].VariableObj.VariableNameCV, \n", " results[0].UnitsObj.UnitsAbbreviation))\n", "ax.set_xlabel('Date/Time')\n", - "ax.grid(True)\n", "ax.legend().set_visible(False)" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**9/23/2018. NOTE CURRENT ISSUE REGARDING `ValueDateTime` RETURNED BY `read.getResultValues`.** There seems to be a problem with the data type returned for `ValueDateTime` for SQLite databases. It should be a datetime, but it's currently a string. This is [being investigated](https://github.com/ODM2/ODM2PythonAPI/issues/158). For now, the x-axis in this plot and the one below do not show proper datetime values, as expected. Refer to the [original notebook]( https://github.com/BiG-CZ/wshp2017_tutorial_content/blob/master/notebooks/ODM2_Example3.ipynb) to see what the axis should look like. This problem wasn't present in Nov. 2017." - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -1411,6 +1404,7 @@ " results = read.getResults(siteid=siteid, variableid=variableID, restype=\"Measurement\")\n", " resultIDList = [x.ResultID for x in results]\n", " resultValues = read.getResultValues(resultids=resultIDList, lowercols=False)\n", + " resultValues['ValueDateTime'] = pd.to_datetime(resultValues['ValueDateTime'])\n", " \n", " return resultValues, results" ] @@ -1429,7 +1423,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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zc$i3rOdEPzW4l#OsB3=qt;YK2vE9xY+av*aI%vdPewzu`1#gD1M4811&WgLN^Mrdq(!HRF*wr&YRBw0O^(3bpQYW literal 0 HcmV?d00001 From e1088f4f6e5745b51f25d8615611a2cf197edcc9 Mon Sep 17 00:00:00 2001 From: Emilio Mayorga Date: Sun, 7 Oct 2018 15:33:08 -0700 Subject: [PATCH 04/13] Removed old time series example code that I have replaced with a new notebook --- Examples/Sample.py | 165 --------------------------------------------- 1 file changed, 165 deletions(-) delete mode 100644 Examples/Sample.py diff --git a/Examples/Sample.py b/Examples/Sample.py deleted file mode 100644 index 891b764..0000000 --- a/Examples/Sample.py +++ /dev/null @@ -1,165 +0,0 @@ -from __future__ import (absolute_import, division, print_function) - -__author__ = 'stephanie' - -#import matplotlib.pyplot as plt - - - - -from odm2api.ODMconnection import dbconnection -from odm2api.ODM2.services.readService import * -from odm2api.ODM2.services import CreateODM2 -# Create a connection to the ODM2 database -# ---------------------------------------- - - -#connect to database -# createconnection (dbtype, servername, dbname, username, password) -# session_factory = dbconnection.createConnection('connection type: sqlite|mysql|mssql|postgresql', '/your/path/to/db/goes/here', 2.0)#sqlite - - -# session_factory = dbconnection.createConnection('postgresql', 'localhost', 'odm2', 'ODM', 'odm') -# session_factory = dbconnection.createConnection('mysql', 'localhost', 'odm2', 'ODM', 'odm')#mysql -session_factory= dbconnection.createConnection('mssql', "(local)", "ODM2", "ODM", "odm")#win MSSQL -# session_factory= dbconnection.createConnection('mssql', "arroyoodm2", "", "ODM", "odm")#mac/linux MSSQL -# session_factory = dbconnection.createConnection('sqlite', 'path/to/ODM2.sqlite', 2.0) - - - - -#_session = session_factory.getSession() -read = ReadODM2(session_factory) -create = CreateODM2(session_factory) - - -# Run some basic sample queries. -# ------------------------------ -# Get all of the variables from the database and print their names to the console -allVars = read.getVariables() -print ("\n-------- Information about Variables ---------") -for x in allVars: - print(x.VariableCode + ": " + x.VariableNameCV) - - - -# Get all of the people from the database -allPeople = read.getPeople() -print ("\n-------- Information about People ---------") -for x in allPeople: - print(x.PersonFirstName + " " + x.PersonLastName) - -try: - print("\n-------- Information about an Affiliation ---------") - allaff = read.getAffiliations() - for x in allaff: - print(x.PersonObj.PersonFirstName + ": " + str(x.OrganizationID)) -except Exception as e: - print("Unable to demo getAllAffiliations", e) - -# Get all of the SamplingFeatures from the database that are Sites -try: - print ("\n-------- Information about Sites ---------") - siteFeatures = read.getSamplingFeatures(type= 'site') - - # siteFeatures = read.getSamplingFeatures(type='Site') - numSites = len(siteFeatures) - print ("Successful query") - for x in siteFeatures: - print(x.SamplingFeatureCode + ": " + x.SamplingFeatureTypeCV ) -except Exception as e: - print("Unable to demo getSamplingFeaturesByType", e) - - -# Now get the SamplingFeature object for a SamplingFeature code -try: - sf = read.getSamplingFeatures(codes=['USU-LBR-Mendon'])[0] - print(sf) - print("\n-------- Information about an individual SamplingFeature ---------") - print("The following are some of the attributes of a SamplingFeature retrieved using getSamplingFeatureByCode(): \n") - print("SamplingFeatureCode: " + sf.SamplingFeatureCode) - print("SamplingFeatureName: " + sf.SamplingFeatureName) - print("SamplingFeatureDescription: %s" % sf.SamplingFeatureDescription) - print("SamplingFeatureGeotypeCV: %s" % sf.SamplingFeatureGeotypeCV) - print("SamplingFeatureGeometry: %s" % sf.FeatureGeometry) - print("Elevation_m: %s" % str(sf.Elevation_m)) -except Exception as e: - print("Unable to demo getSamplingFeatureByCode: ", e) - -#add sampling feature -print("\n------------ Create Sampling Feature --------- \n") -try: - # from odm2api.ODM2.models import SamplingFeatures - session = session_factory.getSession() - newsf = Sites(FeatureGeometryWKT = "POINT(-111.946 41.718)", Elevation_m=100, ElevationDatumCV=sf.ElevationDatumCV, - SamplingFeatureCode= "TestSF",SamplingFeatureDescription = "this is a test in sample.py", - SamplingFeatureGeotypeCV= "Point", SamplingFeatureTypeCV=sf.SamplingFeatureTypeCV,SamplingFeatureUUID= sf.SamplingFeatureUUID+"2", - SiteTypeCV="cave", Latitude= "100", Longitude= "-100", SpatialReferenceID= 0) - - c=create.createSamplingFeature(newsf) - #session.commit() - print("new sampling feature added to database", c) - -except Exception as e : - print("error adding a sampling feature: " + str(e)) - - -# Drill down and get objects linked by foreign keys -print("\n------------ Foreign Key Example --------- \n",) -try: - # Call getResults, but return only the first result - firstResult = read.getResults()[0] - print("The FeatureAction object for the Result is: ", firstResult.FeatureActionObj) - print("The Action object for the Result is: ", firstResult.FeatureActionObj.ActionObj) - print ("\nThe following are some of the attributes for the Action that created the Result: \n" + - "ActionTypeCV: " + firstResult.FeatureActionObj.ActionObj.ActionTypeCV + "\n" + - "ActionDescription: " + firstResult.FeatureActionObj.ActionObj.ActionDescription + "\n" + - "BeginDateTime: " + str(firstResult.FeatureActionObj.ActionObj.BeginDateTime) + "\n" + - "EndDateTime: " + str(firstResult.FeatureActionObj.ActionObj.EndDateTime) + "\n" + - "MethodName: " + firstResult.FeatureActionObj.ActionObj.MethodObj.MethodName + "\n" + - "MethodDescription: " + firstResult.FeatureActionObj.ActionObj.MethodObj.MethodDescription) -except Exception as e: - print("Unable to demo Foreign Key Example: ", e) - - -# Now get a particular Result using a ResultID -print("\n------- Example of Retrieving Attributes of a Result -------") -try: - tsResult = read.getResults(ids = [1])[0] - print ( - "The following are some of the attributes for the TimeSeriesResult retrieved using getResults(ids=[1]): \n" + - "ResultTypeCV: " + tsResult.ResultTypeCV + "\n" + - # Get the ProcessingLevel from the TimeSeriesResult's ProcessingLevel object - "ProcessingLevel: " + tsResult.ProcessingLevelObj.Definition + "\n" + - "SampledMedium: " + tsResult.SampledMediumCV + "\n" + - # Get the variable information from the TimeSeriesResult's Variable object - "Variable: " + tsResult.VariableObj.VariableCode + ": " + tsResult.VariableObj.VariableNameCV + "\n" - #"AggregationStatistic: " + tsResult.AggregationStatisticCV + "\n" + - - # Get the site information by drilling down - "SamplingFeature: " + tsResult.FeatureActionObj.SamplingFeatureObj.SamplingFeatureCode + " - " + - tsResult.FeatureActionObj.SamplingFeatureObj.SamplingFeatureName) -except Exception as e: - print("Unable to demo Example of retrieving Attributes of a time Series Result: ", e) - -# Get the values for a particular TimeSeriesResult -print("\n-------- Example of Retrieving Time Series Result Values ---------") - -tsValues = read.getResultValues(resultids = [1]) # Return type is a pandas datafram - -# Print a few Time Series Values to the console -# tsValues.set_index('ValueDateTime', inplace=True) -try: - print(tsValues.head()) -except Exception as e: - print(e) - -# Plot the time series - -try: - plt.figure() - ax=tsValues.plot(x='ValueDateTime', y='DataValue') - - plt.show() -except Exception as e: - print("Unable to demo plotting of tsValues: ", e) From f698bec6f82cd0395cf01e01f65f4f6c39a21d61 Mon Sep 17 00:00:00 2001 From: Emilio Mayorga Date: Tue, 9 Oct 2018 21:43:49 -0700 Subject: [PATCH 05/13] Editing Sphinx docs, to create a more useful organization, add code examples, etc. Still in progress --- docs/source/contribute.rst | 50 ++++++++++++++- .../source/{installing.rst => getstarted.rst} | 62 +++++++------------ docs/source/index.rst | 4 +- 3 files changed, 72 insertions(+), 44 deletions(-) rename docs/source/{installing.rst => getstarted.rst} (53%) diff --git a/docs/source/contribute.rst b/docs/source/contribute.rst index 25103c0..4dfc8aa 100644 --- a/docs/source/contribute.rst +++ b/docs/source/contribute.rst @@ -1,11 +1,55 @@ -Contribute to Documentation +Contributing ============================ +You can help with ODM2 Python API by contributing code, helping with the documentation, and engaging the team via GitHub issues (questions, solutions, etc). + + +Installing the development version from the development branch on github +---------------------------------- + +Note: We follow the `Gitflow workflow `__ for development. + +1. Download both ``requirements.txt`` and ``requirements-dev.txt``. + + .. code-block:: bash + + wget https://raw.githubusercontent.com/ODM2/ODM2PythonAPI/master/requirements.txt + wget https://raw.githubusercontent.com/ODM2/ODM2PythonAPI/master/requirements-dev.txt + +2. Create conda environment ``odm2api_dev`` from the two ``requirements*`` text files. + + .. code-block:: bash + + conda create -n odm2api_dev -c conda-forge python=2.7 --file requirements.txt --file requirements-dev.txt + +3. Activate conda environment. + - MacOSX/Linux: + + .. code-block:: bash + + source activate odm2api_dev + + - Windows: + + .. code-block:: bash + + activate odm2api_dev + +4. Install the latest commit from the development branch + + .. code-block:: bash + + pip install git+https://github.com/ODM2/ODM2PythonAPI.git@development#egg=odm2api + + +Contribute to Documentation +---------------------------------- + This guide is a reference on how to contribute to ODM2 Documentation effort for the many `ODM2 Software Ecosystem `__. Conventions ------------ +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ There are a few conventions that should be followed when writing docstrings within the code: @@ -30,7 +74,7 @@ Please add any additional conventions that you think should be in place within `the github issue #106 `__. Pull requests -------------- +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Once changes has been in place within your forked copy of the repository you are working on, please create a pull request to add your contribution diff --git a/docs/source/installing.rst b/docs/source/getstarted.rst similarity index 53% rename from docs/source/installing.rst rename to docs/source/getstarted.rst index 4064f0f..d3c24fd 100644 --- a/docs/source/installing.rst +++ b/docs/source/getstarted.rst @@ -1,6 +1,13 @@ -Installation +Get Started ============ + +Install the latest release as a conda package from conda-forge +---------------------------------------------- + +conda +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + The easiest and most reliable way to install the ODM2 Python API (``odm2api``) is using the `Conda package management system `__ via either @@ -21,8 +28,8 @@ To activate a conda environment, say, "myenv": changes have been made to support Python 3.x, but they haven't been tested thoroughly. -Latest release, from conda-forge anaconda.org channel ----------------------------------------------- +Install the conda package +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ The `latest release `_ is available on the `conda-forge anaconda.org channel `_ @@ -43,39 +50,16 @@ To create a new environment "myenv" with the ``odm2api`` package: conda create -n myenv -c conda-forge python=2.7 odm2api -Installing the development version from the ``development`` branch on github ----------------------------------- - -Note: We follow the `Gitflow workflow `__ for development. - -1. Download both ``requirements.txt`` and ``requirements-dev.txt``. - - .. code-block:: bash - - wget https://raw.githubusercontent.com/ODM2/ODM2PythonAPI/master/requirements.txt - wget https://raw.githubusercontent.com/ODM2/ODM2PythonAPI/master/requirements-dev.txt - -2. Create conda environment ``odm2api_dev`` from the two ``requirements*`` text files. - - .. code-block:: bash - - conda create -n odm2api_dev -c conda-forge python=2.7 --file requirements.txt --file requirements-dev.txt - -3. Activate conda environment. - - MacOSX/Linux: - - .. code-block:: bash - - source activate odm2api_dev - - - Windows: - - .. code-block:: bash - - activate odm2api_dev - -4. Install the latest commit from the development branch - - .. code-block:: bash - - pip install git+https://github.com/ODM2/ODM2PythonAPI.git@development#egg=odm2api +Code examples +---------------------------------------------- + + + + +Sample Jupyter notebooks +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Also mention the associated SQLite ODM2 databases. And the conda environment file. + +https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb +https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/TimeSeries_RetrieveVisualize.ipynb \ No newline at end of file diff --git a/docs/source/index.rst b/docs/source/index.rst index c0fc138..9e51b92 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -7,11 +7,11 @@ A Python-based application programmer's interface for the `Observations Data Mod :maxdepth: 2 :caption: Contents: - installing + getstarted modules odm2models - credits contribute + credits Indices and tables ================== From f556f6691860cc8a72de549388feeae5c1c48b8d Mon Sep 17 00:00:00 2001 From: Emilio Mayorga Date: Fri, 12 Oct 2018 13:27:50 -0700 Subject: [PATCH 06/13] sphinx doc update to getstarted --- docs/source/getstarted.rst | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/docs/source/getstarted.rst b/docs/source/getstarted.rst index d3c24fd..f65d964 100644 --- a/docs/source/getstarted.rst +++ b/docs/source/getstarted.rst @@ -61,5 +61,7 @@ Sample Jupyter notebooks Also mention the associated SQLite ODM2 databases. And the conda environment file. -https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb -https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/TimeSeries_RetrieveVisualize.ipynb \ No newline at end of file +1. `WaterQualityMeasurements_RetrieveVisualize.ipynb `_ + +2. `TimeSeries_RetrieveVisualize.ipynb `_ + From 8d70f500bc2e6aedbf898fe5fbb0db363d2fd2ad Mon Sep 17 00:00:00 2001 From: Emilio Mayorga Date: Wed, 17 Oct 2018 16:57:09 -0700 Subject: [PATCH 07/13] Updated content and structure of Sphinx docs --- docs/source/contribute.rst | 8 ++++---- docs/source/getstarted.rst | 4 ++-- docs/source/index.rst | 14 ++++++-------- docs/source/models.rst | 2 ++ docs/source/odm2models.rst | 33 +++++++++++++++++++++++++++++++++ 5 files changed, 47 insertions(+), 14 deletions(-) diff --git a/docs/source/contribute.rst b/docs/source/contribute.rst index 4dfc8aa..2d37d3f 100644 --- a/docs/source/contribute.rst +++ b/docs/source/contribute.rst @@ -1,13 +1,13 @@ Contributing ============================ -You can help with ODM2 Python API by contributing code, helping with the documentation, and engaging the team via GitHub issues (questions, solutions, etc). +You can help with ODM2 Python API by contributing code, helping with the documentation, or engaging the team via `GitHub issues `_ (questions, solutions, etc). -Installing the development version from the development branch on github ----------------------------------- +Install the development version from GitHub +-------------------------------------------- -Note: We follow the `Gitflow workflow `__ for development. +The latest development version is found in the ``development`` branch of the github repository. We follow the `Gitflow workflow `__ for development. 1. Download both ``requirements.txt`` and ``requirements-dev.txt``. diff --git a/docs/source/getstarted.rst b/docs/source/getstarted.rst index f65d964..9c11e4d 100644 --- a/docs/source/getstarted.rst +++ b/docs/source/getstarted.rst @@ -2,8 +2,8 @@ Get Started ============ -Install the latest release as a conda package from conda-forge ----------------------------------------------- +Install the latest release from a conda package +------------------------------------------------ conda ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ diff --git a/docs/source/index.rst b/docs/source/index.rst index 9e51b92..ba6f6b3 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -1,26 +1,24 @@ -ODM2 Python API -=============== +ODM2 Python API (odm2api) +========================= -A Python-based application programmer's interface for the `Observations Data Model 2 (ODM2) `__. +A Python-based application programmer's interface for the `Observations Data Model 2 (ODM2) `__. Development of ``odm2api`` is done at ``_. .. toctree:: :maxdepth: 2 :caption: Contents: getstarted - modules odm2models + modules contribute credits -Indices and tables -================== +Indices +======= .. toctree:: :maxdepth: 2 - models - * :ref:`genindex` * :ref:`modindex` * :ref:`search` diff --git a/docs/source/models.rst b/docs/source/models.rst index aa23167..6e9be76 100644 --- a/docs/source/models.rst +++ b/docs/source/models.rst @@ -12,7 +12,9 @@ The following are entities in the `ODM2 Core Schema `__: + +.. autosummary:: + + odm2api.models.ActionBy + odm2api.models.Actions + odm2api.models.Affiliations + odm2api.models.DataSets + odm2api.models.FeatureActions + odm2api.models.Methods + odm2api.models.Organizations + odm2api.models.People + odm2api.models.ProcessingLevels + odm2api.models.RelatedActions + odm2api.models.Results + odm2api.models.SamplingFeatures + odm2api.models.TaxonomicClassifiers + odm2api.models.Units + odm2api.models.Variables + + +All ODM2 models +---------------- + +API descriptions for `all ODM2 models (entities) `_. + .. automodule:: odm2api.models :members: :undoc-members: From 948d8cc523bb3294d2d855987045d14249a62956 Mon Sep 17 00:00:00 2001 From: Emilio Mayorga Date: Wed, 17 Oct 2018 17:34:44 -0700 Subject: [PATCH 08/13] Completed this phase of updates to sphinx docs --- docs/source/contribute.rst | 2 +- docs/source/getstarted.rst | 64 ++++++++++++++++++++++++++++++++------ docs/source/index.rst | 4 +-- docs/source/models.rst | 29 ----------------- docs/source/odm2models.rst | 2 +- 5 files changed, 59 insertions(+), 42 deletions(-) delete mode 100644 docs/source/models.rst diff --git a/docs/source/contribute.rst b/docs/source/contribute.rst index 2d37d3f..44d69ca 100644 --- a/docs/source/contribute.rst +++ b/docs/source/contribute.rst @@ -42,7 +42,7 @@ The latest development version is found in the ``development`` branch of the git pip install git+https://github.com/ODM2/ODM2PythonAPI.git@development#egg=odm2api -Contribute to Documentation +Contribute to documentation ---------------------------------- This guide is a reference on how to contribute to ODM2 Documentation effort diff --git a/docs/source/getstarted.rst b/docs/source/getstarted.rst index 9c11e4d..74b9774 100644 --- a/docs/source/getstarted.rst +++ b/docs/source/getstarted.rst @@ -2,11 +2,11 @@ Get Started ============ -Install the latest release from a conda package ------------------------------------------------- +Install the latest release with conda +------------------------------------- conda -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +^^^^^ The easiest and most reliable way to install the ODM2 Python API (``odm2api``) is using the `Conda package management @@ -29,10 +29,10 @@ changes have been made to support Python 3.x, but they haven't been tested thoroughly. Install the conda package -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +^^^^^^^^^^^^^^^^^^^^^^^^^ The `latest release `_ is available -on the `conda-forge anaconda.org channel `_ +as a package on the `conda-forge anaconda.org channel `_ for all major OS platforms (linux, OS X, win32/win64). To install it on an existing conda environment: @@ -51,17 +51,63 @@ To create a new environment "myenv" with the ``odm2api`` package: Code examples ----------------------------------------------- +------------- +Connecting to an ODM2 database +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +Connect to an ODM2 database and open the connection for reading. + +.. code-block:: python + + from odm2api.ODMconnection import dbconnection + import odm2api.services.readService as odm2rs + + # A SQLite file-based connection + session_factory = dbconnection.createConnection('sqlite', + '/myfilepath/odm2db.sqlite') + read = odm2rs.ReadODM2(session_factory) + + # A connection to a server-based database system + db_credentials = { + 'address': 'ip-or-domainname', + 'db': 'dbname', + 'user': 'dbuser', + 'password': 'password' + } + session_factory = dbconnection.createConnection('postgresql', + **db_credentials) + read = odm2rs.ReadODM2(session_factory) + + +Updating an entity (table) +^^^^^^^^^^^^^^^^^^^^^^^^^^ + +The `update services `_ +have not been fleshed out at this time, for the most part. However, updates can be easily +accomplished by reusing the connection setup at the start of an odm2api session, +then constructing and issuing a direct ``SQL UPDATE`` statement, like this: + +.. code-block:: python + + from odm2api.ODMconnection import dbconnection + + session_factory = dbconnection.createConnection('postgresql', + **db_cred) + DBSession = session_factory.getSession() + + sq_str = " UPDATE mytable SET variablecode = 'xyz' WHERE variablecode = 'abc' " + DBSession.execute(sql_str) + DBSession.commit() Sample Jupyter notebooks -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +------------------------ -Also mention the associated SQLite ODM2 databases. And the conda environment file. +These two notebooks are complete, extended examples that illustrate reading from ODM2 databases and using the resulting data and metadata. They use SQLite ODM2 file databases that can be `downloaded here `_. +A conda environment to run these notebooks can be created with the conda environment file +`clientenvironment.yml `_. 1. `WaterQualityMeasurements_RetrieveVisualize.ipynb `_ 2. `TimeSeries_RetrieveVisualize.ipynb `_ - diff --git a/docs/source/index.rst b/docs/source/index.rst index ba6f6b3..a0ae1ff 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -13,8 +13,8 @@ A Python-based application programmer's interface for the `Observations Data Mod contribute credits -Indices -======= +Indices and Search +================== .. toctree:: :maxdepth: 2 diff --git a/docs/source/models.rst b/docs/source/models.rst deleted file mode 100644 index 6e9be76..0000000 --- a/docs/source/models.rst +++ /dev/null @@ -1,29 +0,0 @@ -ODM2 Models Index -================== - -ODM2 is organized with a "core" schema and multiple "extension" schemas that -extend the functionality of the core. The following sections cover some overarching concepts -for ODM2 and then focus on specific entities within the ODM2 Core schema and ODM2's extension schemas. - -ODM2Core Entities ------------------- - -The following are entities in the `ODM2 Core Schema `__: - -.. autosummary:: - - odm2api.models.ActionBy - odm2api.models.Actions - odm2api.models.Affiliations - odm2api.models.DataSets - odm2api.models.FeatureActions - odm2api.models.Methods - odm2api.models.Organizations - odm2api.models.People - odm2api.models.ProcessingLevels - odm2api.models.RelatedActions - odm2api.models.Results - odm2api.models.SamplingFeatures - odm2api.models.TaxonomicClassifiers - odm2api.models.Units - odm2api.models.Variables \ No newline at end of file diff --git a/docs/source/odm2models.rst b/docs/source/odm2models.rst index 9f15879..d6b8530 100644 --- a/docs/source/odm2models.rst +++ b/docs/source/odm2models.rst @@ -5,7 +5,7 @@ ODM2 is organized with a "core" schema and multiple "extension" schemas that extend the functionality of the core. The following sections cover some overarching concepts for ODM2 and then focus on specific entities within the ODM2 Core schema and ODM2's extension schemas. -ODM2Core Entities +ODM2Core entities ------------------ The following are entities in the `ODM2 Core Schema `__: From 7a1e8998b3c76fab506b5ec4a126d2bb51784805 Mon Sep 17 00:00:00 2001 From: Anthony Aufdenkampe Date: Fri, 19 Oct 2018 12:29:53 -0500 Subject: [PATCH 09/13] Create ReadMe.md for Examples --- Examples/ReadMe.md | 7 +++++++ 1 file changed, 7 insertions(+) create mode 100644 Examples/ReadMe.md diff --git a/Examples/ReadMe.md b/Examples/ReadMe.md new file mode 100644 index 0000000..e8b53f0 --- /dev/null +++ b/Examples/ReadMe.md @@ -0,0 +1,7 @@ +## Sample Jupyter notebooks +These two notebooks are complete, extended examples that illustrate reading from ODM2 databases and using the resulting data and metadata. They use SQLite ODM2 file databases that can be [downloaded here](https://github.com/ODM2/ODM2PythonAPI/tree/master/Examples/data). A conda environment to run these notebooks can be created with the conda environment file [clientenvironment.yml](https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/clientenvironment.yml). + +1. [WaterQualityMeasurements_RetrieveVisualize.ipynb](https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb) +2. [TimeSeries_RetrieveVisualize.ipynb](https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/TimeSeries_RetrieveVisualize.ipynb) + +For detailed documentation of the ODM2 Python API, see http://odm2.github.io/ODM2PythonAPI/ From 5f76a228f0543040047897895e5004b6182d01e6 Mon Sep 17 00:00:00 2001 From: Emilio Mayorga Date: Thu, 18 Apr 2019 00:04:21 -0700 Subject: [PATCH 10/13] Update jupyter notebooks section --- Examples/clientenvironment.yml | 7 ++----- docs/source/getstarted.rst | 30 +++++++++++++++--------------- 2 files changed, 17 insertions(+), 20 deletions(-) diff --git a/Examples/clientenvironment.yml b/Examples/clientenvironment.yml index 3107431..7999ae2 100644 --- a/Examples/clientenvironment.yml +++ b/Examples/clientenvironment.yml @@ -7,12 +7,9 @@ dependencies: - yodatools - requests - scipy -- xarray -- folium - geopandas -- gdal=2.2 -- owslib -- ulmo +- gdal +- folium # Jupyter notebook - ipykernel - jupyter diff --git a/docs/source/getstarted.rst b/docs/source/getstarted.rst index 74b9774..7584f49 100644 --- a/docs/source/getstarted.rst +++ b/docs/source/getstarted.rst @@ -49,6 +49,16 @@ To create a new environment "myenv" with the ``odm2api`` package: conda create -n myenv -c conda-forge python=2.7 odm2api +Sample Jupyter notebooks +------------------------ + +These two notebooks are complete, extended examples that illustrate reading from ODM2 databases and using the resulting data and metadata. They use SQLite ODM2 file databases that can be `downloaded here `_. +A conda environment to run these notebooks can be created with the conda environment file +`clientenvironment.yml `_. + +1. `WaterQualityMeasurements_RetrieveVisualize.ipynb `_ + +2. `TimeSeries_RetrieveVisualize.ipynb `_ Code examples ------------- @@ -63,12 +73,14 @@ Connect to an ODM2 database and open the connection for reading. from odm2api.ODMconnection import dbconnection import odm2api.services.readService as odm2rs - # A SQLite file-based connection + # ----------------------------------------------------- + # 1. A SQLite file-based connection session_factory = dbconnection.createConnection('sqlite', '/myfilepath/odm2db.sqlite') read = odm2rs.ReadODM2(session_factory) - # A connection to a server-based database system + # ----------------------------------------------------- + # 2. A server-based database system connection db_credentials = { 'address': 'ip-or-domainname', 'db': 'dbname', @@ -93,21 +105,9 @@ then constructing and issuing a direct ``SQL UPDATE`` statement, like this: from odm2api.ODMconnection import dbconnection session_factory = dbconnection.createConnection('postgresql', - **db_cred) + **db_credentials) DBSession = session_factory.getSession() sq_str = " UPDATE mytable SET variablecode = 'xyz' WHERE variablecode = 'abc' " DBSession.execute(sql_str) DBSession.commit() - - -Sample Jupyter notebooks ------------------------- - -These two notebooks are complete, extended examples that illustrate reading from ODM2 databases and using the resulting data and metadata. They use SQLite ODM2 file databases that can be `downloaded here `_. -A conda environment to run these notebooks can be created with the conda environment file -`clientenvironment.yml `_. - -1. `WaterQualityMeasurements_RetrieveVisualize.ipynb `_ - -2. `TimeSeries_RetrieveVisualize.ipynb `_ From 991f3c66265b70aae5ca043022aad5e91f33ad3a Mon Sep 17 00:00:00 2001 From: Emilio Mayorga Date: Thu, 18 Apr 2019 00:15:21 -0700 Subject: [PATCH 11/13] Update time series notebook after SQLite regression bug was fixed --- Examples/TimeSeries_RetrieveVisualize.ipynb | 34 +++++++-------------- 1 file changed, 11 insertions(+), 23 deletions(-) diff --git a/Examples/TimeSeries_RetrieveVisualize.ipynb b/Examples/TimeSeries_RetrieveVisualize.ipynb index aa2551c..1250a10 100644 --- a/Examples/TimeSeries_RetrieveVisualize.ipynb +++ b/Examples/TimeSeries_RetrieveVisualize.ipynb @@ -17,7 +17,7 @@ "\n", "More details on the ODM2 Python API and its source code and latest development can be found at https://github.com/ODM2/ODM2PythonAPI\n", "\n", - "[Emilio Mayorga](https://github.com/emiliom/). Last updated 2018-10-7." + "[Emilio Mayorga](https://github.com/emiliom/). Last updated 2019-4-18." ] }, { @@ -54,7 +54,7 @@ { "data": { "text/plain": [ - "u'0.23.4'" + "u'0.24.2'" ] }, "execution_count": 2, @@ -81,7 +81,7 @@ { "data": { "text/plain": [ - "u'0.7.1'" + "'0.7.1+3.g0b0f9ab'" ] }, "execution_count": 3, @@ -216,7 +216,7 @@ " 'SamplingFeatureName': u'Little Bear River at Mendon Road near Mendon, Utah',\n", " 'SamplingFeatureTypeCV': u'Site',\n", " 'SamplingFeatureUUID': u'6c74a4bd-e1d4-11e5-95b8-f45c8999816f',\n", - " '_sa_instance_state': }" + " '_sa_instance_state': }" ] }, "execution_count": 8, @@ -291,7 +291,7 @@ "text": [ "The ResultID for the Result is: 1\n", "('The FeatureAction object for the Result is: ', )\n", - "('The Action object for the Result is: ', )\n", + "('The Action object for the Result is: ', )\n", "\n", "The following are some of the attributes for the Action that created the Result: \n", "ActionTypeCV: Observation\n", @@ -358,7 +358,7 @@ " 'ValidDateTimeUTCOffset': None,\n", " 'ValueCount': 24206,\n", " 'VariableID': 1,\n", - " '_sa_instance_state': })" + " '_sa_instance_state': })" ] }, "execution_count": 12, @@ -581,24 +581,12 @@ "source": [ "# Get the values for a particular TimeSeriesResult; a Pandas Dataframe is returned\n", "tsValues = read.getResultValues(resultids=[1], lowercols=False)\n", - "tsValues.loc[:, 'ValueDateTime'] = pd.to_datetime(tsValues['ValueDateTime'])\n", "tsValues.set_index('ValueDateTime', inplace=True)\n", "tsValues.sort_index(inplace=True)\n", "\n", "tsValues.head()" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**10/5/2018. NOTE CURRENT ISSUE REGARDING `ValueDateTime` RETURNED BY `read.getResultValues`.** There seems to be an unexpected behavior with the data type returned for `ValueDateTime` for SQLite databases. It should be a datetime, but it's currently a string. This is [being investigated](https://github.com/ODM2/ODM2PythonAPI/issues/158). For now, we are converting to a datetime manually, above, via the statement:\n", - "```python\n", - "resultValues.loc[:, 'ValueDateTime'] = pd.to_datetime(resultValues['ValueDateTime'])\n", - "```\n", - "This problem is present in `odm2api` version 0.7.1, but was not present in Nov. 2017" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -615,7 +603,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 15, @@ -624,7 +612,7 @@ }, { "data": { - "image/png": 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\n", 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rUPzIbMz6cy+cBo38C3M3YeXOCs86qVRFMloAAKJWuqyyxokP5fKZSuMPABe9uQQHqmqjc5M0I14K4BUAHQH0A7AHwFNGBxLRtURUQkQlZWXeZFpmXv7LhrYPuN+RDPlzmZRl2bZDKK+qxfXvLzN9zu4KdUBZcr6/ZqOBgxEoGOy698w/U8ZLXBSAEGKfEMIlhHADeAPA4ADHvi6EKBZCFDdr5i0WYWYCbFCQKMXZazmakEkc4fTg7/x0lWfZnaQp85X2/+FJPXFcM3NzAno8O3uj4b7dQSKvGX3iogCISF1Y9EwAf4Z6jX5tpfD3/57d2/CYib0L8cQ5fQz31zqT9AtikgojN8Zw0zcrRKkjHXeUOY3T+rRCcfuQR389GA2bAWzdh0vUFQARzQCwGEBXItpJRFcBeJyIVhPRKgCjAPwj1Oue0LEp/rjvFJw/qF2ge+Pc4rYY1qlJuOIzTERU1jjwt2lLdfdFrgCSUwP856w+aN2wHvJyMiIaDgqUFt5MynjGn1h4AV2os/mtaFy7Uf0sU8d1bp6HXzexexgTf75asduw+lykQzhJ2v5jYp9CTOwjDQJEosScLoEMG+laAsFcbBl9kjISOBhm37GFXCaSiYAv/9iFoskzMW3hVs+2QLUrIm2kzhnYJqLzrYCJ0h6GVNY6DYeBuP0Pj5RUAGbNzEveWhJjSZhU5ssVuwAAD327FhXHHOh+3yws2WJseRpF/pplQLvwx8+tQrQ8grSwBRAeKakAktRSZpKMnAxvmoO1u4/gmMOFL1fsNjyeo1YjswACEWqhGkYiJRWALVZvGcOoUA/3mClb+vVKY+WQLhjNAeRlG09HJuvcRzKQkgqAXxgmHqjfsziX2k1a9BRlpp0CfrOZkRYWZgxJyScb6jjjjKXbUTR5Jo7WRZ6vhEkf1L3ZSF00h3dOj1w2eobSyK7NA1pQA03GDrjcAmWVnBIiFFJSAWhfpeOPM44QdrkF/i3nFdl/hF8eJjwiNTq7tkil8o7GaDtnVwwrwgsX9g/Yabt5dCdT1+5493cY9OhsvP3r1uAHMwBSVAFoX6bMAPb51vLqWIvDpCjRHGmc0Lsw+EEpgNpS+ucpXfDA//VETqY94LzdCZ2aomFupuF+LQ9+szYiGdOJFFUA4Z1n5EhWUnowYCIqJj1Rv2eLA7h/msHsMEeyo35mt4zp7Fm2G1gA5xVLsQ+HjzpiKle6kpIK4PR+rTzLX9x4QsBjDx+t8ywrofoHq+uwfm+lZ/s5ry7GldNLoiwlk+yoXT4fn7Xe8Lj8nKgH3CctRkM9RnMAj5/TN5bipD0pqQA6Nc/DkrvH4NubT0T/do0CZmE851X/4vCnPf8Lxj27IIYSMunEyxcPTLQIlsHIOmfPvcSQkgoAAFrk56BX6wIAwLheLU2doyiK3RU1sRKLSWKWbTuIzXLZRqOqXXrUcJCSB2UOoH+7hj7bWzWs53fsCR05qWOsSVkFoOaSIcYZRBnGLGe/shhjnpoPILS0DjsOHY343r1a50d8DSugDAGdqCnh+OJF/X3Wl917Mj685vi4yZWupIUC0PpoD2zfCBcO1lMKgT/qsspaFE2eiS/+2BlF6ZhkJJTcM2aihAHg7lO74awBrXX3vXOFYQ2lpEJ5FNrU2M3zctBXrvnRt21DNGmQHW/R0pK0UABaXryoP1o3zPHbru3Uud0C+yu9w0FbZPNfqUvKpCd1TndIuf0DBYm9dulA/PSPkwAA157UEU+f10/3OLNKxOoEGut/9IxeAIAuzRtEfB+uEGaOtFQADbIzkJvl75lRpykq4XC78djMvzzrSkWxpC3OzUSFp3/aEFL64eMDlCod17MlOpsIAkvWYjBamudLHa+W+f4dsF6tC/DapQPx0KReAa/x/IX9kafyrOrZyn947O4vVvttY/xJO/+0bi3zkJeTqdsT0U7WOVzCx21NqfTE7X/qUTR5Jq4Z3gH3TOwR9Njdh4+FNARkpoEPRqY9NRTAuQPbID8nE2N7tNDdP65ncIeNlvk5WD1lHI7WOZGblYEDVbUY+MjsaIuaFqSdBZCdKaXw1fNHPlrnqwCcLrduzyvS0n6MNXnjF3MpBFxuYdoL6IphRYb7QimQnjpDQITxvVpGJWOvYsXXy7IHOZIxIu0UQL1M6U/We//mry/zWa9zuXWzPP6x/XAsRGMSxIINZcEPUuEWwnT++Qf+r6fhvi9vGmb6nhmcEdOD0HTA1HUZvMeEft1apwsf/77D7/qpTNq8VfP+NRJn9m+NZ8+X3M26tvQfN6yfnYEpX6/xrDtcwjCPEGcOTR2MirgHYsQT8yK+b0YIveBUsQBigZ41EU4T/vycjbjzs1X4/s+9kQuVJKSNAujQtD6eOb8fWhZIk0+DdSbmGtfPwvRFpZ51p8uNP3dV6F7P4UqfXgLjy+ItByL+//9rbBfUyzQ3dDHBZCAj48WoFz9v/X6f9C9qyiul7RXH0ifvUNooADNoC047XG6s3KmvANLJTGSAQ9XeRiMaicn+Prqzac+eWNXRTVb0npvRpLKaw0frcMXbv+Pa95YZXFf6nU6fNisAFQ9/65tGts5p/CZoXUaZ1Obqd+OXDPC7W4bj25tP9Kz/45Qucbt3MtBIJzV0kwZZPuvaRrzG4cL/ft8BwBvPo0VRAC53+nzbrAACEKiwRE2dGyt3HMa+I5w3KB1Ys1vfEgzE4+f00d1+Zn/9aF+FHq3yPXmsAKBTFAKjkp3PbvBm9dVzq9VaSVo33cumLcV/vl8X8B6K0nhANQ+Y6qRdHEAofLLMOOXDuGcX4JjDhZxMG9Y9PCGOUjGxZuWOw6iqdWKYKl8NhVH+5bzitn7burbIwzPn60f7MsZ0biEpwQYGxeO1CsCp6cUv2XrQs2w0xHNInhsIJcgv2WEFECaKG2CNI33MxXRh0ku/AgBKp04M+xpf/13fxTNQXABjTIOsDIzp1hxXnthBd7/WEaguwCS9URzPkWPp59nHQ0AxQAiB4kdm47Iw3AuZ1KCFTqoDALhANwmhPnNuH+HJE5Tu2GyEty4f5GOVqbn1ZN95EofT2zFbvv2Qzz6ngXIY1a1ZhFImH6wAYsDzczahvKoW80MMMGKSj3MGttHdHg2/nY7NGkQljUQ60Li+7ySwegjorJcX+eyrrNXv6TfKla5RUM98/eFkJ+oKgIimEdF+IvpTta0xEf1ERBvl3yldAPXLFbsSLQITJmp3T4VjdS7DyN+RXfV7jamSvC1ZCRanUVZZ67dNGRmqNlAQqUgsLIDpAMZrtk0GMEcI0RnAHHk9qWitU7FIQckL4wgQOMYkB4+osr8qLNhobMkZTShqx6S5LnB8qXMGnpvTi+RXivxo44FSmagrACHEAgAHNZsnAXhHXn4HwBnRvm+s2RUgv7jy4jzxw3qc9sJCbC2v9uz7YU36hJUnI1Wa3p6eD7g9QG9eALhjXFe/7VqvlIWTR6Pk3pPDE5IxRa4qKVyg79UItetougR6xmsOoIUQYg8AyL+bx+m+cUFp8Fft9E8S98VyHg6yAk6XG5NeXIif1+/32T5Lk/cl1KhbIQTO1ZkH0F4nPycTTbnKVUxZNHk0+rVtGPxAA9QKQAkaS3UsNwlMRNcSUQkRlZSVxW8SNSfT+FGok3Zdcry/F8dPa/cB0Hcj49TR1qDimAMrd1bg1o9W+GzXNvehjt0LIRU5aaiNTuUpgLjTMDcLr14y0NSxep+lWgFM/jw9CsrESwHsI6JCAJB/7zc6UAjxuhCiWAhR3KxZ/NyyGudmGe6bPKGbZ/n6ER399tc53di4rxJr9xzx25dGw4mWRumRByvkok3+6nKLgJklFQWfpxnj5+SdiUFJ9ghIc3NGdRv0tqZjZy1eM1NfA7gMwFT591dxuq9pAhWo2H7wqGc5RyeDo8stcMozC3TPTZexRKujzNNo/x/aDr966Obpnzbg+TkbMaCd8bCC0r5oh3w4gVvicbjdmGFQv1vd2O84eBRnv7IIB3U8wFKdWLiBzgCwGEBXItpJRFdBavhPIaKNAE6R1xPOaX0KAQA/3HZSwNzs+494XcZyMu3o26bAZ38grwEXKwBLoHzw1Zqqb9p2Wr3+/JyNAIDlAQoAKYdrG3xu/xOP0yWwp0I/V5faMvikZAf2V9amlfePQtQtACHEhQa7xkT7XpHy4kUD8OJF0nKgghv3TOyOWbI3T06Gzc8KcAbIDGoUdcjElz2HvQ3BzFV7ML5XS9htpDMWHFrLXdgwR/csLuCSeJwuYWjZqxv7dI7ZsNwkcKLQfrAt8r0eG20b53qWM+w25OX4TvgF6jlw2mhroOT3AYCbPlyOZ2dv0D1uxlL9IQMjTuion5ogkOsoEx9qXS7D/4PTJbDtQDWKJs/Ec7Kll46wApCxa2quvn/VEMNje7X2LSe5OkDwV7CAFIXtB45i7rp9po5lIueFuZvgdgt8GiDjaySwBZB4/th+WDfiF5BSRazYwbW9WQHIaL0/jGoBA8DNozv7rAeK/jWrAE55Zj6unB6/oiMMsGF/JRZtPhCVa52sqUiVzsMKVuG695ZhyHH+pV8BY28wdbGZdHDgYAUgo7UA3ELgm7+f6KnM9O8J3XBcs/rysb4fd22ARt7sEFCgazCxIZhLaDCmntXbs3zX+G5Yes8Yrt9rMf758Urd7UbDtupAso379SuHpRKcoETGrumwuQXQW+Xtc92IjrhOJwYgGHoWwBM/rMOhow48dmZvv31rdlegZ6sCv+1M9Im0g3fmAG9lL7uN0DwvB89f2N8wcRxjHZwuoeuq27tNQ8xbLwWgOtJg/o4tAJkMjQUQLfNPTwG8NG8zPjTwT574/MKo3JcJzrJth4IfFAC9CcZMuw35OemTTjhZueStJXhUJ/Ffuk3eswKQUbf/Fwxqiw5N60flunu5ZnDceeKHdaYmdyOt/crBXsmN3reZbnP3rABk1BbA1LP7ICPAJHCopMNkkpV4ad5m/OsT/bHfaMLtf+pR53LjiXP6AADUiWErjjlQ60y9oT1WADLKx1zUJDfwgWFgNNm4Q5Vigt0Gkw/29LEm43q2MNx3/2k9Ap5b63SjWZ4UA6Q4cPywZi/6Pvgjzn5lEY7UOKInqAVgBSCjfMxTTu8Z9WsbeQJVHJNeprLK2og9UhiGkXjg//S/4bUPjcMIgwpuCjUOF7Jk61+ZBL7uvWUAgD93HUGfKT9GUdLEwwpApl1jqeKXNsrXiEWTR+P7W4ebOvbwUf1ew+dyrYA9FaEXr2ASw4gu6Vc4PNnIztBv1nKzMpBpC9zk1TrcyMrwVQCpbOixApC5d2IPvHrJAAxsb65ccauG9dC9MD/4gQBGPvmz7vZpv27Fi3M3RuyOyMSPwR30A4sY65Ctk7G3vTy0m6H199ZQ63R5gkAVBZBlj42HoBVgBSCTk2nH+F6FUbveTaO8MQNaV9AeKsXx5I8bOGNoEsGeP9YnR8cC+OS6oQAQMOsvIM0BKAqgzik829SkUtZQVgAxIjfLOMYuU/OCGhWtYEKnJsZBWDxXb330PPiUOb5g3n01DheyMqRjjQLBHp+1LkIJrQMrgDjx564KlFdJiam0JiRPAIfPwo3lKJo8EzsPSR5V3e6b5dn30dLtmLd+v6mITnXVt0CwAZCcKIo72BBQjcPtMwS0fm+l3zFv/LI16vIlClYAUaZLiwYAgOM0gWSnvbAQxY/MRnlVLWodvg0SDwGFz/9KpOLdp72wELsO+06mT/58Na54+3e8MHdT0OsU1DM3+U9c7DcpaJCtLdEpWwAGJpxS0nN4l6Y+CmDcs/qV/lIFzgUUZb67ZTjW7jmCPm30ywgWPzLbb5vWAnC5BccFmER5TIePOrDnsL431T6DqlBqjDxHtLAFkBzkZNpRVev0rHsVgP7/uV3jXLx12SA0z8vGAbk0pNlMvnrUOFyodbhRkGvttCBsAUSZDLvNsPE3QqsAPl8emxz1qYh6UvacVxfrHrNse/CcP1kmFQCTHPRr65tQURn6MbIAiKSC8jYbebx+6oJU8zv/tcUYNnWu7r6L3vgNfR+yfswAv/VR5IH/CxxlaMRvWw76rCsBYkxwzHTIN5lI66t19WOSm6fO6+ezrljURiUi1UN7mTqTwN0L8/FoAiMWAAAgAElEQVSPk7t41l1ugSVbD/oNOyoodaStHjnMb32EqCcPzx7YJqxrvDp/s886TwqHQJSGZMxaAGcPaIPsDBvuGNc1OjdmYkJ+ju/otraOtxZ1/I8nElg1BHT3qd3Qs5XXfft5VRnJQIGc57/2mzmBEwQrgAhpr6oXHC0f8UjGHtONaE3KmrUAGtXPwvpHJuCmUZ2icl8mNqjzNA3vrF+3WeHyE4pwz8TunnW7jUDkawHYbQS7yoNIXUc4UCW/v/YcCUnueMMKIELUJqV2fHF0t+ZhXZOrg5knWpOy2tgMPdrK6UKY5EJrUbdXJXzMz8nAlNN7+pSAJSIIAbz8s9cyz7DZDOcPrN7IB4IVQISoC0hoPXceDDOxXDpUIgqHFTsO+1lH0XLKCVQDWuGrm06M0t2YeOLWuFmrh3ICeWCrI36FCOyZty9A3Y83f9mCbQeqTUgaf1gBRIjaq0zbiAQLOtFSP0sap0ylUPNosbW8Gme89Csembk2JtfPNPhfPXu+dzKRPUCTE20jr3YFNRuDU13nNHQhBYCjdcYR6I/M/AsXvbHE1H3iDSuACFHGoEfqpJkNtbzcM3Jj07ohDzVo+UN25Vy9q8Jne7SGgLIzvJOEt4zp7FluVD/Ls2zkQcJYm07NG/isqztmZmMw3e7AHbpgCeKs6tnHCiBClF6/NvIQCL3Iy5DjmgDwN1n1WLv7iE9BmVTnnx9LFb60TzTUSeC+bf1jNHIybT4WQLvG+kWB8nT+x4z1uU9TBEbdMWtZkGPqGqO6NQ/o5HHzjD88wzyf6ZQjtapnHyuACDmhYxPcOb4rHj2jt9++UBTAmf1bqwJQgs8BnPr8Lxj++DzzgqYIap9+t1uYUpZq9P4lp/Ro6fO/Uvfmjj+uMU7rU4j5d4xkCyBJ0bqAqtvxD68ZonvOWQNae5ab5WXDbiM0yDZ2JV2z+wju/mI1AOD2OJQjjRasACLEZiPcOLKTbsh3oLbpyXP7+qwTecehnUEiENOZIzVOT8bP8c8twCcmir/r8dkNQz3Lbrfwmb9RP/3sDDtevGgA2jfxze3EWJ/f7zkZJfee7LddbTUWFugPt6rdgpX3rVPzvID3cwfotx2LcZbacImrAiCiUiJaTUQriMjYeTZFyM40fryn9m6JCwa19W4QXosh2CTwITlXCQDLeheEw5ayKhyQM6YGQnGT3bAveISvlny54luW3dubc7rdPhYAp+dODZrlZaNpg2y/7cp3efepxhlg91d630OzbtluIfBojJwUYkUiLIBRQoh+QojiBNw7ruRmZRhGmNqIfEzROpfbE7yijjLUsmzbQfR/+CfP+ognfo6KrFZg9FPzMdLE37PXRHI3I546ry/undgdvVp7XQFHdW3u4+PN7X9q869xXXHdiONw+QkdDI9RdwjMBma6hUi6VNE8qxVjOjdvgDW7/QNFMmzkE61o1vd//d7Qe73JRKUqg6MRkaTobdogG1cPP85n2/mD2vpkjgx1XoFJLvJzMvHvCd0DHhNObiirTvQGIt4KQAD4kYgEgNeEEK/H+f5xx8hzwG7z9V8J5EesJifAsFKyMvqpn9G2kdfz5kiNwzNUE02UOAstROTj480KgFFP+L926UBT5ySjAoh3azJMCDEAwAQANxHRSdoDiOhaIiohopKysrI4ixd9jBxHiAhjuntTRRwx6Ses9ldPJsoqa3HMQMltKavG/A3e/3WfKbFJo/v1zcaRvNo5gP/r2wpDZbdcJv1QXodnzu+LcT1bmjpn5c4Kw33jTV4j3sRVAQghdsu/9wP4AsBgnWNeF0IUCyGKmzXzD65KNs4f1M5v29geLQAAo7u18GyrTnELYNCjs3Hxm4nNjNixWQO/bUrWSPUcgM1GeOHC/phx7fFxk42xForlHq4x2K5xLi45Xvr2j2tW37KFhOLWmhBRfSLKU5YBjAXwZ7zunyguGuKvAPSGhczOASSjmamg5EgPlXV7Y5Nsa+X9Y7H432MA+Jr8p/dtFZP7McmD8olqPzezleNcboEHT++FPx8chyy7zbLpXeLZnWwBYCERrQSwFMBMIcSsIOekBKumjMXsf47wrF9z0nF+x2g9DYxCy699b5nfNqsrhWBh8nqs2e01p5/9ydgrSo8xJrOwFuRmor5OdG/D3Cydo5l0QumkaeeDtArAyCLv3bpADh7LQKbdBqdFEzzGbRJYCLEFQN+gB6Yg+TmZyM/JxI//OAk5GXa0a+KfakCrAKS6wJI/cov8wOHqDpcbdpt15wbCUVATn1+IZnnZ+P2ekzFrzd6Qzr1pdCe0LMjBB0u2h3xfhgG8cwDazos2uv+7W4Zj9FPz/c5/6jxvU5dhJ7YAGKBLizzdxh/wT//gcAm8Mn8zhjw2J2iwl5nUEYnEEWZkc1llLZ78YX1Y55qduFNz6fHtMe3ylA9PYUygNPTaT0vtuj2xTyEaGViLassy02aD0yVQWl5tuVTvrAAsgraXXOdyY4HsGWNUd7RIViZGgSoVxxyWiGpVe/iEyovzNoV8jhDhVWd7+IxePhPzTPqiKIA6p69zxht/87qE3juxu24hIW1+IbuNsLviGEY++TM63/M9XG6B3g/8gLs+XRUDyUODFYBFKNRkJXS63N6cJQZtuDKXMPmz1X775vy1D30f/BHjnws/aCpaXP++/7xFrLGq1wWTHEzsLTkCdC/M99k+sH1jz3JhQT3dKmHaeYIMO6FMlVqiqtaJylon/leyI2ryutwCH/++I+S5Bo4EtgjvX+3ba7jz01WeRuybVXvQs3WBT8rivOwMz8s3+699fte7ecYfAMLLl5P8CNSTg74aZGf4RPkyjBmGdmyCvx4a73mPjNCrJKe1Pn/ZWO6zHgur/NNlO3DXZ6tx6Ghd8INVsAWQYG47uTNO7d3Sk5VQyRI6Z91+zzEzlm7Hvz5ZiWvelfLnXTykHZbff4rPeKSWlkEmjlOJNo20GR0JA9o1wisXD9DNBskwZjBq/B89sxfe+Js0V6SX8j3Y8OOCjdEPcK2skTo5+44ET6aohhVAgrnt5C54+WLvuKK6l7/zkHfs/9dN5fh10wH5GBsy7baAFce6t8o33GclQnER/fcEKXvj4KLGPtsvG1qEL28a5llXPsoJvQuRk2lHt5aB0/gyTChcPKQ9TulhPFcUrA7IrR+tiLZInqSTda7Q0k6zArAY6pw021UVv9S5gpR2X12i9PfSgz7XmblqDwAkPJ3BpW8FroUaiovodSM6onTqRIzt6fvxCQi0VVkBzfN8UwB/edMwrLx/rOn7MEyykSOniKlxhDYHwArAYpipIqZ0mtWm5m4DTyGn242N+ypx3muLcbQu/mPh6vHPFvn+udnD8Y8erQn0EsLbA+rbpgCtNDWVczLtugV7GCYalE6d6LNe6zTfC49WEKdS46AmxMIzrAAshhkF4LEAVApAPdGp9gSodbrxyMy/sHTrQSzZ6mslxBtlwkwI4fGHDkcBHKfJ6SMA5OVk4vtbh+Oja4fqn8QwcSKUuJf3FpeaPra0vBrDH5+LPRXezt7JT8/HNe+WeJJEsgJIcsykId92QBoaUisAdRnJo6qXwCdGIM4hAVqXNGVO4+I3l6DnAz/oHhMOSrh+98L8oF4bDBNrBrZvZPrYMhMV8BTe+20bdhw8hm9W7vZs27S/Cj+t3YeDcpXAUIMuWQFYDDMBTMoLZmQsfCeP/wOSAiBPOEF8NYBehLLbLbBo8wGPYlJbAKO6hpf9ldP3M4nmlYsHAADqZdp1XUONMNNgH6lx4M5PV6JK9vTxrSQioRSkDzXSmOMALIYZBXBSZ6mhVLuBqr1pWqsmRGudbs/rEkpDubmsCu8t3oZ/n9ot7BoEehHKR2p86x4slYelpp7VGxcMbocahws3fbDcxw2WYazOKHleKtQG2Ey5yWkLt+Ljkp2mrnewmuMAkhozcwC92xQA8I04VHrSuw8fw3erpeRprRvW86k1bFYBVNU6Meap+Zi+qBTzQmyIhRCYvXYfnC63bjHtfg/95LN+4wfLAUhpKwBpwnbK6T2D3kddYGN456Yhycgw0SY7w4ZzB7bBB5qATgD4NkAholDH7AEpshjQd6Hu0iI0l2dWABYjlAwGJ3VphutGSOkgFAVw8ZtLMGOplAUzN8uOWofLU4lrzxFzxdSrVRPKT4SYjG3BxnJc/W4Jnp+zMWjvRv0Cn97Pm4M/y0TO9ZcuHoD1j4xH6dSJ6NOmYUgyMky0ISI8cW5fDNFxu25vkAASAD76PXg6CL0hHwCeuCA1X6vmB8zACiCJsdsIt5/SFYB3MlWdcyQ3OwN1LjcWb5FelLd+2RLyPTaXBc5EquWQbIJuPXBU1wJQ8/nyXZ5lJRIaMFd0w26jpC2PyaQXOZmRvafaUWGlY3XZ20sjui7ACsByZIQwgQR4SxmWV9XhvNcW+7iD1su0ocbhRq7sGWN2CmDawq0hyeAjj11Jo+sOagE0aaCfSteMBcAwyUIok8J6aEeFHS43Ko46ohJDwJPAFqNY40KWnWFDrdON+07rgSEdGvsVj1dKGU5fVOp3rd+2SBOsyvtzXnFbUzK8tiB0S0FBSU/hdAkfL6D7T+uBh75d63OsOtJZTZbOB2NmboRhkhEhRMC8XjbNu1+n+bYigRWAxbDZCHYbebT7FcM6AJASwIVrSioF59ftrYyOkAHwTDgDqFVNcGnTXQPA/V+t0b2GnhW07uHx0RGQYSzA6G7NMVd2sKhzuQMOZ2pzfjlc7qhFELOtbUHU/+5MO2HyhG4RjyMC8AkgCYfS8uqgbmZKT10I4ZkDOKVHC+Tq1N41y70Tu0dsRjNMIvnshhOw8K5RnvVplw/yLAfL37N6V4XPusPp9nM3DddA5q/KgtRTNfbhllMEJDfQUCktrzZMIDfyyZ8x4ol5Ac9X3kO3gCc3+V3ju+kO6wRi1ZSxuHFkR2x8dAKuHn5cSOcyjNUY2L4R2jSSvIGaNvDNiRUsd9C3qsBOQN8CyLDZ8K+xXUKWixWABfnkBm8+m3BriBbUy8SMa47X3bdu7xHc/9WfnsIUh6rrsKVMKhwz8smfsXjLAfRr2xCT+rXyq3ik5B1XePjbtfhm5W4IIfDP/63ALR9JhWicboFfN0mJ4BrXzwp5Yjc/JxN3ju/GPX8mpXj7ikH45uZhPtsGPzoHpeW+3nYHqmrx7uJSXV//Opfwy6FV53LjxM6hR9LzHIAF6dbSm8vfTKSgHm63MCxAf/m037H3SA1uGNkRhQX1MPix2XC4BLY8dqrnmOwMG1o1rBe0tOJbssdQp+YN8PkfXrfOBao6wAX1Mk25djJMqjOqa3Pd7T+u3YtrT+roWf/7h39g8ZYDOKFjE9hIsqgV1u6ugNMttQuFBTnYUyHF94RqZQNsAViWhydJ0bDuMBPdmMmyqVxaGWaqUqWLzsm0IzvDBodLmCphN+G5Xwz32W3Erp0Mo+G/Z/f2LGuHencckjzkDh91QPv5rdxZ4Un+qK4TYgvjE+OvMkVxBVAce+WIYO0Rh1QTvPUy7R7PBCOXs1A8EQJZAPed1sP0dRgmVVDXrVBH3P+6qdyTOXeXYZ0P6dtrXF+Kpbl3YvewAiNZAViUYrnsYaDSc4Ew6rWrc49oUzEfOuqNMWhU3ztsU+tw45WfN3v2zV4rFaE/FkIek0BpmkeGmQWUYZKZXINv4uI3vVX0Ssv1Y2Vc8hCQMkRrtxE6NK0fsgysACxK98J8lE6diJEGY4Zq7hjX1W+bkQXw0rxNnmXtBPOMJds9y3/uOuIZtql1uvDfWes8+xZtllJLhFJhLD/HuCKXdqKZYdIBPQcHdSoXANhSXuWzbiOgaYMsz5CRokQUN/Em9fWj641gBZACqCeKLxvaHoBx5s8X5noVQJ1TOkjp6f+vxJuYavWuCs92dXoJwNvwH6szbwEEGgKKUkwLwyQVetHtz8ze4LO+tbzap1Gvn52BWofXDfT2U7rixpEdcfaANgD8o4aDwQogBVC/SFNO74miJrl46ty+Qc+776s/AejXIHjszN7YKrumPfbdX+grp6AGvBPToQwBBQp1j1ZUI8MkE3oKQNtx21JWjbaNvd58GTZCrdObZ6sgV3KXVqz1UGN/WAGkAMp7dM7ANiAi/HzHKJw9sI3PMXrDRMu2HQIAj0uZmol9Cj3FW5ZvP+yTZ7xfWylfkV4EY6ByeGcNaK27vW3j0APWGCbZ0XPbzMvx9cyvqnX6pJO22wh1LrfH+6eeJkPAG38rDkmGuCoAIhpPROuJaBMRTY7nvVMZxezTRhiqaZirPwY//detutHG2Rk2j1fBweo6fLLMW5GoTo5crNWxAPQUjcLFQ9r7bStu34jTOjNpid6krV7Kl3YqC0D5xpUCSloF0CzPuA3QI24KgIjsAF4CMAFADwAXEhH7/0UBO3nz7wQ7RsuUb9bqbs/JtKO5wcukuIUqqR7UBIrc1bMOzMQrMEwqQkQ+1cKqap1+2X4BoG3jXCy9ewyuPrEDzuwvWdHqCnqREE8LYDCATUKILUKIOgAfAZgUx/unLMpYot5Y+quXDMBrlw40VWtYYet/pIhgJROplse+W4cpX69B6QF/F7WWBTm4eXSnoPd47oJ+hjIzTLrQq7V3bu2yaUt107q3a5yL5vk5uPe0HqgvJ1U8UCV5C+VkRlhrIKKzQ6M1AHX9s53yNh+I6FoiKiGikrKyMu1uRgdlglXP9XN8r0KM69nStHfAB1cP8VxPG737+Dl9PMvTF5Vi6vfroKVFXjb6tzMu0dhULgLTW37xx4YZ58AwqYYyJ6dFPQegdJjeXLgVBfUyUVDP2L3aDPFUAHotkF+LJYR4XQhRLIQobtaMA4TM0DJfyrWvl3NfQd0o92vr30BfOLit33FazuinP4kLSJGIr14yEBl2G0Z3a4EbR0p5Teprgl1+uXM0/nxwHI5r1gDf3nwirh3BmT6Z9ObCwe181u+d2B0rHxjrWW+R5/2uK2u8Q0T92jYM6F1nhngmg9sJQF2Sqg2AyBLUMwCAU3u3xKuXDMApPVoaHtOxWQOsnjIWS7cexLBOTfHa/C1Yu6cCfdo0xOl9W6FNo3q4Z2IP5Gb5vhKfXj8Uj/+wHlPP6o2sDBsemtQTS7cexOAOjTGsU1NkZ9gwbWEpLjuhyGf8/87x3dC5RQMM7uCbWlodEaw2fxkmXTm9byvMWCoFYbYqyMEFg9uhQXYGsjJssJGvb/+obs3x5I9SrMAVw4oivjcFmjiMJkSUAWADgDEAdgH4HcBFQgj9slAAiouLRUlJSVzkYxiGSQaUNtuo909Ey4QQpvxB42YBCCGcRPR3AD8AsAOYFqjxZxiGYfyJdNhHTVzrAQghvgPwXTzvyTAMw+jDkcAMwzBpCisAhmGYNIUVAMMwTJrCCoBhGCZNYQXAMAyTpsQtDiAciKgMwLYghzUFUB4HccLFyvKxbOFhZdkAli8SUkG29kIIU2kULK0AzEBEJWaDHhKBleVj2cLDyrIBLF8kpJtsPATEMAyTprACYBiGSVNSQQG8nmgBgmBl+Vi28LCybADLFwlpJVvSzwEwDMMw4ZEKFgDDMAwTBkmhACia6e8Yhokp/L0mD0mhAADkKQtWe7msJo8Wq8pHRI1Vy5aTkYhGEpElS9IR0e1ENFZettyzg4W/V8CaMinEWzZLKwAiOoWIFgJ4kojuBABhkUkLIppERO8A6JtoWfSwqnxENJ6IFgB4loieAqzzPwV85LsYQG2i5VFDRGOJ6AcAdwH4G2C5Z2fZ7xWw7jcBJE62uNYDCAUiagNgCoCpAH4G8BERNRFC3EVElMgXi4hGAXgYgAPAUCLaJoTQr+gcR5TnYjX55F6NDcBVAK4E8B8AfwB4l4gmCCG+T5RsKvkIwPkAXgNwlRDik0TKpCDLlgngfgAjID27LACDiCgTgNMKjayVv1dZPkt9E7JMCf9eLWUBaMyfbgBWCyG+EUJUAngJwD+IqLP80BJpxm0FMBbAHQCGAOiTQFkAeF8meXUrgHGwgHyKXEIIF4CFAE4UQnwFoAbAfgBriMimHJtA+dyQalS/C2CTvO9cImojN7Rxl08lWx2Ar4QQw+WiSocAXCCEcCS4I5Qs3ytgsW/WKt+rZRSAXC7ycyL6BxHlQ6offCIRDZUPaQ5gDYB7EyDbjUR0trxMAHYIIfYKIeYC2AdgBBG1jrdcKvnUz66lEKJUCLEn0fJp5CoUQqyVS4MOAPAlgCJIwxlPK6ckSL5/ElFTSApqFYBXiGgdgPMAvADg5XjLp/Psfpe3Zwoh5gPYQkQT4iVPEPks9b3K8ln2m7XU9yqESPgPgDMhFYkfBeBtAK8AaAFpyGA6gF8BfAigA4CVAIriJFcegFcB7AVQBSBD3m6DN4aiD4D3AZylOZcS9OxeBNBPtT8h8gWSS/4/tpOX6wM4DKA4we/cSwC6AmgFaZilv3xcYwBlAAYmULYXAfRV/m+yTG8CGBvPZxZAPkt8r7Jslv5mrfa9WsUCGALgFSHEPEjjiFsBPCiEeAvANQD+IYS4CMB2AEsBHImHUEIyZecLIVoC+BZSIwFI/wwhH7MK0j+0FxGNJqK75O3xMs31nt0tqr8hUfLpyXWrfO+tQojt8nI1gI8B5MdYnmDylQK4QwixG9K794cs30FI1kqDBMqmfnZClqkepEYEyhBaguVL+PcKJMU3a6nvNaEKQDUuuAXARQAghNgG4GsAjYjoTCGNcy6Vj3sYUo+xMo6yfS3/vg3AhfKYpouIMlTHzABwNYD/QUrZGvPx4gDPbiaA+kR0uurwuMkXRK5cjVwgonsB9ASwNhbyhCDfNwDyiOh0IUSN6vj7ZPnWJVA2vf/p+wAGE1GOkOYvYo6Vv1eNfAn/ZrXXsur3GlcFQEQnE9FAZV2l1T4FcJSIJsnreyB5EnSVz+tMRF8B6AWpd+GIl2xCiGoisgkh9kIaC35T3u4UQggiqg/geQCrAfQRQtyh+duiJV+BaplMPLseJNEAwHOxki8cueRjJ5DkMtgFwDny8406Ecg3nIjmyfKdLYTYZwXZVA1BPQAfAXBFW64I5Ivb9xpIPot8sz4ellb5Xv2IxbiS9gdAfwDfQ+oJnK/arozJEYArAMxSbbsDwBThHddrE2/ZANjkZZtq+3YAQyGNeQ6StzWP4bMbAuArSMMkVwLIlrfbTT67jFjIF4FcD8rLRQB6WfC5KfK1BdDDYrI9oLqG3YLPLubfaxD5bIn+ZgEcD+ADAI8B6Kx6ZspcREK+V6OfmFoARGQnotcBvAEpk92HALrL+zKE/BdD6s38AEkbvk5ErSA1zA5AGtcTQuyMt2xCCLeskQtUp/4X0iTXLwByZfn2R1M2lYx9II1hfir/jAbQSb6n0vML9uyc0ZYvQrnq5ONKhRB/RlOuKMu3QwgR9WGpCGVzKtdRHWsl+WL2vZqUz53Ib5aIekHyGvsWkovztfAG7Cn/u7h/rwGJtYYBcC6AevLyOADzAeSo9k+RH0h/SN4Nj0AyiV5GDHs5JmV7AJKmHi6vT4A0FvwkgMw4PLurAXwkLzeC9MLnwdtzeDgRz86qciWDfFaWLYXkS8g3C+A6AO/Jy/UBPAhgNoDjrPDsdGWOwUO4EMBDAE7XbCcAJ0PqcTeWtzWH1PPuqDk2N0b/oIhkgzQ+3DaGL9CF8kszSV5vASkdwWMAdgL4DcA0AP8CkCPL1ynWz86qciWDfFaWLR3ki+U3q5LtdHm9H4B5ADrL6w9AUlAPQlIIcWvrTP8NUXwYBOB6SCH+VwBYL/9uoDqmDaRZ8FY659uiJUsMZIt1r1BPvmvlfR0APA7gb/L6CADfARgQ62dnVbmSQT4ry5Ym8sXSAtbKtgHAZZCU08OQhpq+hDQUdAEk60M9JxHTZxfKT9TmAIT0lw0FMFUI8TaAmyD1qk9SPBeENC64BMA56nPlGfuYubJFQbaYeVoEkG8kSXlytkIa49wlH74MUsoCUskXk2dnVbmSQT4ry5Ym8sXsm9WR7UZIaSb6CSHug6QcpgshToOUVqSn8rzi8exCISIFQER/I6IR5E3t+xeA1vIk6mxIYfUnQupdg6ScKhsBVKuvE4sHYmXZTMq3EtIL3xzSuOH9srK6AJJ7XXks5LOqXMkgn5VlY/liLtsqAKOIqI0QYo0Q4kv5uNEAflN1NC3T+ANhZAOV/5CWkMaz3AA2QwpkuAHADgC9IWnndZACGZ6BFMywQwjhkGfoi6IifRLJFoF8rYQQrxHRCEjuqhkArhRSEElKy5UM8llZNpYvIbI1BbCTiAZD8j5yQxq6EtGULWqEMl4Er09rFwDvy8sZkGax34GUtnYagEsBFMj7p0P2rZbXY5LTwsqyRSDfOwAelpczAbRMF7mSQT4ry8byJUS26QAekpebAhgRq2cXrR9TFgARZUDynrET0XeQ8ra4AMlvlaTsdnsgzbh/COAMSEMr/4GkAZXQcAj56UQLK8sWBflckLwcIKRoyqhFy1pVrmSQz8qysXwJlc0NaR4RQohySG7lliboHIBsZi2D5HO7Cd7CBaNkMwdCGtd6CMB/hTQe9jqk1LBL5PN+joXwVpbNyvJZVa5kkM/KsrF8qStbzDBhCg0HcKlq/WUANwC4HMAyeZsN0ljZJ5BTvwJoCKB1LM0XK8tmZfmsKlcyyGdl2Vi+1JUtVj9mvICWAfiYiOzy+q+QcrlPh2Qm3SwkrdgGUnm6UgAQQhwWQuzSu2AUsbJsVpbPqnIlg3xWlo3lS13ZYkJQBSCEOCqEqBVev9pTIBXIAKQgiO5E9C2kFKbLYyNm8slmZfmsKlcyyGdl2Vi+1JUtVph2A5W1ooAU7abk264EcDckH9ytidKCVpYNsK58VpVLwcryWVk2gOVLVdmiTSiBYG5Irk/lAPrImvA+AG4hxMIEPxArywZYVz6ryqVgZfmsLBvA8qWqbNEllAkDSLmu3ZCKZ/AJEuUAAAQASURBVF8Vyrmx/rGybFaWz6pyJYN8VpaN5Utd2aL5o6RQNQURtYEU+PC0EKI2FEUTa6wsG2Bd+awql4KV5bOybADLFwlWli2ahKQAGIZhmNQhoUXhGYZhmMTBCoBhGCZNYQXAMAyTprACYBiGSVNYATAMw6QprAAYS0NEPxPROM2224jo5QDnVEVwv+lEtJWIVhLRBiJ6l4hamzjvNiLKDXLMF0S0gog2EVGFvLyCiE4gojeJqEe4cjNMOLACYKzODEgl/9RcIG+PFXcIIfoC6Aqp8Pc8IsoKcs5tAAIqACHEmUKIfgCuBvCLEKKf/LNICHG1EGJtVKRnGJOwAmCszqcATiOibAAgoiIArQCsIKI5RLSciFYT0STtiUQ0Ug7jV9ZfJKLL5eWBRDSfiJYR0Q9EVKg9X0g8A6noyAT5vFeIqISI1hDRg/K2W2SZ5hHRPHnbWCJaLMv3CUnlRg2RLZ1iebmKiP4ryzabiAbL+7cQ0enyMXYieoKIfieiVUR0XWiPlWFYATAWRwhxAFLVtvHypgsg1V89BuBMIcQAAKMAPEUkFd4OBhFlAngBwDlCiIGQSvs9GuCU5QC6ycv3CCGKAfQBMIKI+gghngewG8AoIcQoImoK4F4AJ8vylQD4p+k/GqgP4GdZtkoAj0DKTHkmpGIkAHAVgAohxCAAgwBcQ0QdQrgHw4ReFJ5hEoAyDPSV/PtKAATgMSI6CVLOltaQsjeaKRHYFVJWx59knWGHVObPCLViOY+IroX07RRCKg24SnP88fL2X+XrZwFYbEIuhToAs+Tl1QBqhRAOIloNoEjePhZSorJz5PUCAJ0BbA3hPkyawwqASQa+BPA0EQ0AUE8IsVweymkGYKDcOJYCyNGc54SvlavsJwBrhBBDTd6/P4A5cg/7XwAGCSEOEdF0nXsq1/9JCHGhyetrcQhvjhY3gFpAKkdIUs1a5R43CyF+CPMeDMNDQIz1EUJUQaq1Og3eyd8CAPvlxn8UgPY6p24D0IOIsomoAMAYeft6AM2IaCggDQkRUU/tySRxC6Se/ixIBcKrAVQQUQvI8wIylQDy5OXfAAwjok7ydXKJqEt4f70hPwC4QR7OAhF1IaL6Ub4Hk+KwBcAkCzMAfA6vR9AHAL4hohIAKwCs054ghNhBRB9DGqLZCMmjB0KIOnno5HlZMWQAeBbAGvnUJ4joPkhePb9BGtuvA7CSiP6Qj9sCqWSgwusAvieiPfI8wOUAZiiT15DmBDZE4TkovAlpOGi5PPdRBuCMKF6fSQM4GyjDMEyawkNADMMwaQorAIZhmDSFFQDDMEyawgqAYRgmTWEFwDAMk6awAmAYhklTWAEwDMOkKawAGIZh0pT/B2i6uAbfOT80AAAAAElFTkSuQmCC\n", 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" ] @@ -648,7 +636,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -683,9 +671,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:odm2client_20180915]", + "display_name": "Python [conda env:odm2api_dev]", "language": "python", - "name": "conda-env-odm2client_20180915-py" + "name": "conda-env-odm2api_dev-py" }, "language_info": { "codemirror_mode": { From 8c860e1df37d914b6030ed44eee711738fbfd6d6 Mon Sep 17 00:00:00 2001 From: Emilio Mayorga Date: Sat, 27 Apr 2019 11:20:47 -0700 Subject: [PATCH 12/13] Improved index page headers --- docs/source/index.rst | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/docs/source/index.rst b/docs/source/index.rst index a0ae1ff..425927d 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -3,9 +3,11 @@ ODM2 Python API (odm2api) A Python-based application programmer's interface for the `Observations Data Model 2 (ODM2) `__. Development of ``odm2api`` is done at ``_. +Contents +-------- + .. toctree:: :maxdepth: 2 - :caption: Contents: getstarted odm2models @@ -14,7 +16,7 @@ A Python-based application programmer's interface for the `Observations Data Mod credits Indices and Search -================== +----------------- .. toctree:: :maxdepth: 2 From 97e800081907d1f2f2ffa84bcdcc04b3a2938299 Mon Sep 17 00:00:00 2001 From: Emilio Mayorga Date: Fri, 10 May 2019 21:54:26 -0700 Subject: [PATCH 13/13] Updated/re-ran example notebooks Re-ran against the latest development branch --- Examples/TimeSeries_RetrieveVisualize.ipynb | 24 +++++---- ...ualityMeasurements_RetrieveVisualize.ipynb | 54 +++++++++---------- 2 files changed, 38 insertions(+), 40 deletions(-) diff --git a/Examples/TimeSeries_RetrieveVisualize.ipynb b/Examples/TimeSeries_RetrieveVisualize.ipynb index 1250a10..e60ecab 100644 --- a/Examples/TimeSeries_RetrieveVisualize.ipynb +++ b/Examples/TimeSeries_RetrieveVisualize.ipynb @@ -17,7 +17,7 @@ "\n", "More details on the ODM2 Python API and its source code and latest development can be found at https://github.com/ODM2/ODM2PythonAPI\n", "\n", - "[Emilio Mayorga](https://github.com/emiliom/). Last updated 2019-4-18." + "[Emilio Mayorga](https://github.com/emiliom/). Last updated 2019-5-10." ] }, { @@ -33,12 +33,12 @@ "metadata": {}, "outputs": [], "source": [ - "%matplotlib inline\n", - "\n", "import os\n", "\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "\n", "import pandas as pd\n", "\n", "import odm2api\n", @@ -81,7 +81,7 @@ { "data": { "text/plain": [ - "'0.7.1+3.g0b0f9ab'" + "'0.7.1+12.g6997f36'" ] }, "execution_count": 3, @@ -216,7 +216,7 @@ " 'SamplingFeatureName': u'Little Bear River at Mendon Road near Mendon, Utah',\n", " 'SamplingFeatureTypeCV': u'Site',\n", " 'SamplingFeatureUUID': u'6c74a4bd-e1d4-11e5-95b8-f45c8999816f',\n", - " '_sa_instance_state': }" + " '_sa_instance_state': }" ] }, "execution_count": 8, @@ -291,7 +291,7 @@ "text": [ "The ResultID for the Result is: 1\n", "('The FeatureAction object for the Result is: ', )\n", - "('The Action object for the Result is: ', )\n", + "('The Action object for the Result is: ', )\n", "\n", "The following are some of the attributes for the Action that created the Result: \n", "ActionTypeCV: Observation\n", @@ -358,7 +358,7 @@ " 'ValidDateTimeUTCOffset': None,\n", " 'ValueCount': 24206,\n", " 'VariableID': 1,\n", - " '_sa_instance_state': })" + " '_sa_instance_state': })" ] }, "execution_count": 12, @@ -437,7 +437,7 @@ "\n", "## Retrieve Time Series Result Values for a given Result\n", "\n", - "The database contains a single time series result (a time series of water temperature sensor data at a single site). Let's use the **getResults( )** function to retrieve the time series values for this result by passing in the ResultID. We set the index to `ValueDateTime` for convenience." + "The database contains a single time series result (a time series of water temperature sensor data at a single site). Let's use the **getResultValues()** function to retrieve the time series values for this result by passing in the ResultID. We set the index to `ValueDateTime` for convenience." ] }, { @@ -603,7 +603,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 15, @@ -652,7 +652,8 @@ "tsValues['DataValue'].plot(ax=ax)\n", "\n", "ax.set_ylabel('{} ({})'.format(\n", - " tsResult.VariableObj.VariableNameCV, tsResult.UnitsObj.UnitsAbbreviation))\n", + " tsResult.VariableObj.VariableNameCV, \n", + " tsResult.UnitsObj.UnitsAbbreviation))\n", "ax.set_xlabel('')\n", "\n", "ax.xaxis.set_minor_locator(mpl.dates.MonthLocator())\n", @@ -686,7 +687,8 @@ "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.15" - } + }, + "toc-autonumbering": false }, "nbformat": 4, "nbformat_minor": 2 diff --git a/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb b/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb index ffa20b2..e0c143d 100644 --- a/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb +++ b/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb @@ -17,7 +17,7 @@ "\n", "More details on the ODM2 Python API and its source code and latest development can be found at https://github.com/ODM2/ODM2PythonAPI\n", "\n", - "[Emilio Mayorga](https://github.com/emiliom/). Last updated 2018-10-7." + "[Emilio Mayorga](https://github.com/emiliom/). Last updated 2019-5-10." ] }, { @@ -31,13 +31,22 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/mayorga/miniconda/envs/odm2api_dev/lib/python2.7/site-packages/folium/__init__.py:59: UserWarning: This version of folium is the last to support Python 2. Transition to Python 3 to be able to receive updates and fixes. Check out https://python3statement.org/ for more info.\n", + " UserWarning\n" + ] + } + ], "source": [ - "%matplotlib inline\n", - "\n", "import os\n", "\n", "import matplotlib.pyplot as plt\n", + "%matplotlib inline\n", + "\n", "from shapely.geometry import Point\n", "import pandas as pd\n", "import geopandas as gpd\n", @@ -58,7 +67,7 @@ { "data": { "text/plain": [ - "(u'0.23.4', u'0.4.0', u'0.6.0')" + "(u'0.24.2', u'0.5.0', u'0.8.3')" ] }, "execution_count": 2, @@ -85,7 +94,7 @@ { "data": { "text/plain": [ - "u'0.7.1'" + "'0.7.1+12.g6997f36'" ] }, "execution_count": 3, @@ -737,7 +746,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -888,10 +897,10 @@ { "data": { "text/html": [ - "
" + "
" ], "text/plain": [ - "" + "" ] }, "execution_count": 15, @@ -1015,7 +1024,7 @@ " 'SamplingFeatureUUID': u'0DDE8EF6-EC2F-42C0-AB50-20C6C02E89B2',\n", " 'SiteTypeCV': u'Stream',\n", " 'SpatialReferenceID': 1,\n", - " '_sa_instance_state': }" + " '_sa_instance_state': }" ] }, "execution_count": 18, @@ -1045,7 +1054,7 @@ "output_type": "stream", "text": [ "('The FeatureAction object for the Result is: ', )\n", - "('The Action object for the Result is: ', )\n", + "('The Action object for the Result is: ', )\n", "\n", "The following are some of the attributes for the Action that created the Result: \n", "ActionTypeCV: Specimen analysis\n", @@ -1176,7 +1185,7 @@ " 'SamplingFeatureUUID': u'0DDE8EF6-EC2F-42C0-AB50-20C6C02E89B2',\n", " 'SiteTypeCV': u'Stream',\n", " 'SpatialReferenceID': 1,\n", - " '_sa_instance_state': }" + " '_sa_instance_state': }" ] }, "execution_count": 22, @@ -1339,21 +1348,9 @@ "# Get all of the data values for the Results in the list created above\n", "# Call getResultValues, which returns a Pandas Data Frame with the data\n", "resultValues = read.getResultValues(resultids=resultIDList, lowercols=False)\n", - "resultValues['ValueDateTime'] = pd.to_datetime(resultValues['ValueDateTime'])\n", "resultValues.head()" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**10/5/2018. NOTE CURRENT ISSUE REGARDING `ValueDateTime` RETURNED BY `read.getResultValues`.** There seems to be an unexpected behavior with the data type returned for `ValueDateTime` for SQLite databases. It should be a datetime, but it's currently a string. This is [being investigated](https://github.com/ODM2/ODM2PythonAPI/issues/158). For now, we are converting to a datetime manually in cells 25 and 27 via the statement:\n", - "```python\n", - "resultValues['ValueDateTime'] = pd.to_datetime(resultValues['ValueDateTime'])\n", - "```\n", - "This problem is present in `odm2api` version 0.7.1, but was not present in Nov. 2017" - ] - }, { "cell_type": "code", "execution_count": 26, @@ -1361,7 +1358,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -1404,7 +1401,6 @@ " results = read.getResults(siteid=siteid, variableid=variableID, restype=\"Measurement\")\n", " resultIDList = [x.ResultID for x in results]\n", " resultValues = read.getResultValues(resultids=resultIDList, lowercols=False)\n", - " resultValues['ValueDateTime'] = pd.to_datetime(resultValues['ValueDateTime'])\n", " \n", " return resultValues, results" ] @@ -1423,7 +1419,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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