From b83c4aa53b3b2f74d86b86493b38fcedd3d56e3b Mon Sep 17 00:00:00 2001
From: Dani Valades <danivalades@gmail.com>
Date: Tue, 17 Nov 2020 18:07:19 -0800
Subject: [PATCH 01/27] added 404 page

---
 flagging_site/app.py | 20 ++++++++++++++++++--
 1 file changed, 18 insertions(+), 2 deletions(-)

diff --git a/flagging_site/app.py b/flagging_site/app.py
index a723042a..35f9b525 100644
--- a/flagging_site/app.py
+++ b/flagging_site/app.py
@@ -3,13 +3,12 @@
 """
 import os
 from typing import Optional
-from flask import Flask
+from flask import Flask, render_template, jsonify, request
 
 from .data.keys import get_keys
 from .config import Config
 from .config import get_config_from_env
 
-
 def create_app(config: Optional[Config] = None) -> Flask:
     """Create and configure an instance of the Flask application. We use the
     `create_app` scheme over defining the `app` directly at the module level so
@@ -51,6 +50,23 @@ def create_app(config: Optional[Config] = None) -> Flask:
     # db.init_app(app)
 
     # And we're all set! We can hand the app over to flask at this point.
+
+    @app.errorhandler(404)
+    def page_not_found(e):
+        """ Return error 404 """
+        if request.path.startswith('/api/'):
+            # we return a json saying so
+            return jsonify(Message = "404 Error - Method Not Allowed")
+        else:
+            # if not, direct user to generic site-wide 404 page
+            return render_template('error.html', type = '404', msg = "This page doesn't exist!")
+
+    @app.errorhandler(500)
+    def internal_server_error(error):
+        """ Return error 500 """
+        bp.logger.error('Server Error: %s', (error))
+        return render_template('error.html', type = "500", msg = "Something went wrong.")
+
     return app
 
 

From 0c728cdbdb8a241a19ccecbd6c843193ff4e3c21 Mon Sep 17 00:00:00 2001
From: Dani Valades <danivalades@gmail.com>
Date: Tue, 17 Nov 2020 18:11:43 -0800
Subject: [PATCH 02/27] added error page template

---
 flagging_site/templates/error.html | 9 +++++++++
 1 file changed, 9 insertions(+)
 create mode 100644 flagging_site/templates/error.html

diff --git a/flagging_site/templates/error.html b/flagging_site/templates/error.html
new file mode 100644
index 00000000..53385ed0
--- /dev/null
+++ b/flagging_site/templates/error.html
@@ -0,0 +1,9 @@
+{% extends "base.html" %}
+
+{% block title %}Page Not Found{% endblock %}
+{% block content %}
+    <!--- MAKE SURE TO MODIFY THIS SO THAT IT DISPLAYS THE TYPE OF ERROR ----->
+<h1>{{type}} Error: </h1>
+<h1>{{msg}}</h1>
+
+{% endblock %}

From 286554330cc5c128cd6e744560b174176965189a Mon Sep 17 00:00:00 2001
From: arutfield <36383013+arutfield@users.noreply.github.com>
Date: Tue, 24 Nov 2020 21:51:28 -0500
Subject: [PATCH 03/27] attempt to add boating_season flag

---
 flagging_site/admin.py                        |  4 ++
 flagging_site/app.py                          |  4 +-
 flagging_site/blueprints/api.py               |  3 +-
 flagging_site/blueprints/flagging.py          |  7 +--
 flagging_site/config.py                       |  3 --
 flagging_site/data/database.py                |  6 +++
 flagging_site/data/live_website_options.py    | 46 +++++++++++++++++++
 flagging_site/data/queries/boating_season.sql |  6 +++
 flagging_site/data/queries/schema.sql         |  5 ++
 9 files changed, 75 insertions(+), 9 deletions(-)
 create mode 100644 flagging_site/data/live_website_options.py
 create mode 100644 flagging_site/data/queries/boating_season.sql

diff --git a/flagging_site/admin.py b/flagging_site/admin.py
index cadd9856..38b1742d 100644
--- a/flagging_site/admin.py
+++ b/flagging_site/admin.py
@@ -56,6 +56,10 @@ def auth():
         from .data.cyano_overrides import ManualOverridesModelView
         admin.add_view(ManualOverridesModelView(db.session))
 
+        from .data.live_website_options import LiveWebsiteOptionsModelView
+        admin.add_view(LiveWebsiteOptionsModelView(db.session))
+
+
         # Database functions
         admin.add_view(DatabaseView(
             name='Update Database', endpoint='db/update', category='Database'
diff --git a/flagging_site/app.py b/flagging_site/app.py
index 2631f4fe..32c3d796 100644
--- a/flagging_site/app.py
+++ b/flagging_site/app.py
@@ -22,7 +22,7 @@
 
 from .config import Config
 from .config import get_config_from_env
-
+from .data import live_website_options
 
 def create_app(config: Optional[Union[Config, str]] = None) -> Flask:
     """Create and configure an instance of the Flask application. We use the
@@ -136,7 +136,7 @@ def update_website_command(ctx):
         # Otherwise, do nothing.
         if (
                 updated
-                and current_app.config['BOATING_SEASON']
+                and live_website_options.is_boating_season()#current_app.config['BOATING_SEASON']
                 and current_app.config['SEND_TWEETS']
         ):
             from .twitter import tweet_current_status
diff --git a/flagging_site/blueprints/api.py b/flagging_site/blueprints/api.py
index 4c6fd6b5..092f79f2 100644
--- a/flagging_site/blueprints/api.py
+++ b/flagging_site/blueprints/api.py
@@ -9,6 +9,7 @@
 from ..data.predictive_models import MODEL_VERSION
 from ..data.database import get_boathouse_metadata_dict
 from ..data.database import execute_sql
+from ..data.live_website_options import is_boating_season
 
 from flasgger import swag_from
 
@@ -53,7 +54,7 @@ def model_api(reaches: List[int], hours: int) -> dict:
     return {
         'model_version': MODEL_VERSION,
         'time_returned': pd.to_datetime('today'),
-        'is_boating_season': bool(current_app.config['BOATING_SEASON']),
+        'is_boating_season': bool(is_boating_season()),#current_app.config['BOATING_SEASON']),
         'model_outputs': [
             {
                 'predictions': df.loc[
diff --git a/flagging_site/blueprints/flagging.py b/flagging_site/blueprints/flagging.py
index a3b343df..b3feb236 100644
--- a/flagging_site/blueprints/flagging.py
+++ b/flagging_site/blueprints/flagging.py
@@ -10,6 +10,7 @@
 from ..data.predictive_models import latest_model_outputs
 from ..data.database import get_boathouse_by_reach_dict
 from ..data.database import get_latest_time
+from ..data.live_website_options import is_boating_season
 
 bp = Blueprint('flagging', __name__)
 
@@ -32,7 +33,7 @@ def before_request():
 
     # ~~~
 
-    if not current_app.config['BOATING_SEASON']:
+    if not is_boating_season():
         msg = '<b>Note:</b> It is currently not boating season. '
         if request.path.startswith('/flags'):
             # If the path is the iframe...
@@ -109,7 +110,7 @@ def index() -> str:
     df = latest_model_outputs()
     homepage = parse_model_outputs(df)
     model_last_updated_time = df['time'].iloc[0]
-    boating_season = current_app.config['BOATING_SEASON']
+    boating_season = is_boating_season()#current_app.config['BOATING_SEASON']
 
     return render_template('index.html',
                            homepage=homepage,
@@ -167,7 +168,7 @@ def flags() -> str:
     df = latest_model_outputs()
     boathouse_statuses = parse_model_outputs(df)
     model_last_updated_time = df['time'].iloc[0]
-    boating_season = current_app.config['BOATING_SEASON']
+    boating_season = is_boating_season()#current_app.config['BOATING_SEASON']
 
     return render_template('flags.html',
                            boathouse_statuses=boathouse_statuses,
diff --git a/flagging_site/config.py b/flagging_site/config.py
index d668e6dd..3ce65124 100644
--- a/flagging_site/config.py
+++ b/flagging_site/config.py
@@ -10,7 +10,6 @@
 from flask.cli import load_dotenv
 from distutils.util import strtobool
 
-
 # Constants
 # ~~~~~~~~~
 
@@ -95,8 +94,6 @@ def SQLALCHEMY_DATABASE_URI(self) -> str:
     wasn't opened. Usually set alongside DEBUG mode.
     """
 
-    BOATING_SEASON: bool = strtobool(os.getenv('BOATING_SEASON') or 'true')
-
     VAULT_PASSWORD: str = os.getenv('VAULT_PASSWORD')
 
     HOBOLINK_AUTH: dict = {
diff --git a/flagging_site/data/database.py b/flagging_site/data/database.py
index e50a8076..1cbbcaee 100644
--- a/flagging_site/data/database.py
+++ b/flagging_site/data/database.py
@@ -116,6 +116,9 @@ def init_db():
         # only needs to be populated once.
         execute_sql_from_file('define_boathouse.sql')
 
+        # The file for keeping track of if it's currently boating season
+        execute_sql_from_file('boating_season.sql')
+
         # The function that updates the database periodically is run for the
         # first time.
         update_database()
@@ -165,6 +168,9 @@ def update_database():
 
     return True
 
+@dataclass
+class LiveWebsiteOpts(db.Model):
+    boating_season: str = db.Column(db.String(255), primary_key=True, extend_existing=True)
 
 @dataclass
 class Boathouses(db.Model):
diff --git a/flagging_site/data/live_website_options.py b/flagging_site/data/live_website_options.py
new file mode 100644
index 00000000..525ddd76
--- /dev/null
+++ b/flagging_site/data/live_website_options.py
@@ -0,0 +1,46 @@
+from typing import Set
+
+from sqlalchemy import Column
+from sqlalchemy import BOOLEAN
+from sqlalchemy import Integer
+from sqlalchemy import TIMESTAMP
+from sqlalchemy import VARCHAR
+from sqlalchemy import String
+
+from ..admin import AdminModelView
+from .database import Base
+from .database import LiveWebsiteOpts
+from .database import execute_sql_from_file
+from distutils.util import strtobool
+
+
+class LiveWebsiteOptions(Base):
+    __tablename__ = 'live_website_options'
+    boating_season = Column(VARCHAR(255), primary_key=True)
+
+
+class LiveWebsiteOptionsModelView(AdminModelView):
+    form_choices = {
+        'boating_season': [
+            ('true', 'True'),
+            ('false', 'False'),
+        ]
+    }
+    def __init__(self, session):
+        super().__init__(LiveWebsiteOptions, session)
+
+
+def is_boating_season():
+    df = execute_sql_from_file('boating_season.sql')
+    if df is None:
+        return False
+    print("got df")
+    print(df["boating_season"])
+    dfSet = set(df)
+    print("df set: ")
+    print(dfSet)
+    print(len(LiveWebsiteOpts.query.all()))
+    a = LiveWebsiteOpts.query.first()
+    print("hey hey hey")
+    print(a.boating_season)
+    return strtobool(a.boating_season)
diff --git a/flagging_site/data/queries/boating_season.sql b/flagging_site/data/queries/boating_season.sql
new file mode 100644
index 00000000..8d4efb0e
--- /dev/null
+++ b/flagging_site/data/queries/boating_season.sql
@@ -0,0 +1,6 @@
+SELECT boating_season
+FROM live_website_opts;
+INSERT INTO live_website_opts
+    (boating_season)
+VALUES
+    ('False');
\ No newline at end of file
diff --git a/flagging_site/data/queries/schema.sql b/flagging_site/data/queries/schema.sql
index 76c2fa53..f64b65d9 100644
--- a/flagging_site/data/queries/schema.sql
+++ b/flagging_site/data/queries/schema.sql
@@ -45,4 +45,9 @@ CREATE TABLE IF NOT EXISTS cyano_overrides (
     reason          varchar(255)
 );
 
+DROP TABLE IF EXISTS live_website_opts;
+CREATE TABLE IF NOT EXISTS live_website_opts (
+    boating_season varchar(255)
+);
+
 COMMIT;

From a3347dde6c1599136169da2b36dfc6a2418bc2fd Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Mon, 30 Nov 2020 22:25:56 -0500
Subject: [PATCH 04/27] refactors

---
 flagging_site/admin.py                      | 118 +++++---------------
 flagging_site/app.py                        |  60 ++++++----
 flagging_site/templates/admin/logout.html   |  23 ++++
 flagging_site/templates/admin/redirect.html |  13 +++
 flagging_site/templates/error.html          |   9 +-
 5 files changed, 107 insertions(+), 116 deletions(-)
 create mode 100644 flagging_site/templates/admin/logout.html
 create mode 100644 flagging_site/templates/admin/redirect.html

diff --git a/flagging_site/admin.py b/flagging_site/admin.py
index ad2768da..13a2f187 100644
--- a/flagging_site/admin.py
+++ b/flagging_site/admin.py
@@ -1,13 +1,13 @@
+import re
 import io
 import pandas as pd
-import datetime
 
 from flask import Flask
-from flask import redirect
 from flask import request
 from flask import Response
 from flask import send_file
 from flask import abort
+from flask import url_for
 from flask_admin import Admin
 from flask_admin import BaseView
 from flask_admin import expose
@@ -19,22 +19,12 @@
 
 from .data import db
 
+
 admin = Admin(template_mode='bootstrap3')
 
 basic_auth = BasicAuth()
 
 
-# Taken from https://computableverse.com/blog/flask-admin-using-basicauth
-class AuthException(HTTPException):
-    def __init__(self, message):
-        """HTTP Forbidden error that prompts for login"""
-        super().__init__(message, Response(
-            'You could not be authenticated. Please refresh the page.',
-            status=401,
-            headers={'WWW-Authenticate': 'Basic realm="Login Required"'}
-        ))
-
-
 def init_admin(app: Flask):
     """Registers the Flask-Admin extensions to the app, and attaches the
     model views to the admin panel.
@@ -48,8 +38,8 @@ def init_admin(app: Flask):
     @app.before_request
     def auth():
         """Authorize all paths that start with /admin/."""
-        if request.path.startswith('/admin/'):
-            validate_credentials()
+        if re.match('^/admin(?:$|/+)', request.path):
+            _validate_credentials()
 
     with app.app_context():
         # Register /admin sub-views
@@ -68,45 +58,21 @@ def auth():
         admin.add_view(LogoutView(name='Logout'))
 
 
-def validate_credentials() -> bool:
-    """
-    Protect admin pages with basic_auth.
-    If logged out and current page is /admin/, then ask for credentials.
-    Otherwise, raises HTTP 401 error and redirects user to /admin/ on the
-    frontend (redirecting with HTTP redirect causes user to always be
-    redirected to /admin/ even after logging in).
-
-    We redirect to /admin/ because our logout method only works if the path to
-    /logout is the same as the path to where we put in our credentials. So if
-    we put in credentials at /admin/cyanooverride, then we would need to logout
-    at /admin/cyanooverride/logout, which would be difficult to arrange. Instead,
-    we always redirect to /admin/ to put in credentials, and then logout at
-    /admin/logout.
+def _validate_credentials():
+    """Check if properly authenticated. If not, then return a 401 error. (The
+    401 error page will in turn prompt the user for a username and password.)
     """
     if not basic_auth.authenticate():
-        if request.path.startswith('/admin/'):
-            raise AuthException('Not authenticated. Refresh the page.')
-        else:
-            raise HTTPException(
-                'Attempted to visit admin page but not authenticated.',
-                Response(
-                    '''
-                    Not authenticated. Navigate to /admin/ to login.
-                    <script>window.location = "/admin/";</script>
-                    ''',
-                    status=401  # 'Forbidden' status
-                )
-            )
-    return True
+        abort(401)
 
 
 class AdminBaseView(BaseView):
     def is_accessible(self):
-        return validate_credentials()
+        return basic_auth.authenticate()
 
     def inaccessible_callback(self, name, **kwargs):
-        """Ask for credentials when access fails"""
-        return redirect(basic_auth.challenge())
+        """Ask for credentials when access fails."""
+        return _validate_credentials()
 
 
 # Adapted from https://computableverse.com/blog/flask-admin-using-basicauth
@@ -126,21 +92,9 @@ def __init__(self, model, *args, **kwargs):
 class LogoutView(AdminBaseView):
     @expose('/')
     def index(self):
-        """
-        To log out of basic auth for admin pages,
-        we raise an HTTP 401 error (there isn't really a cleaner way)
-        and then redirect on the frontend to home.
-        """
-        raise HTTPException(
-            'Logged out.',
-            Response(
-                '''
-                Successfully logged out.
-                <script>window.location = "/";</script>
-                ''',
-                status=401
-            )
-        )
+        body = self.render('admin/logout.html')
+        status = 401
+        return body, status
 
 
 class DatabaseView(AdminBaseView):
@@ -154,29 +108,19 @@ def update_db(self):
         designed to be available in the app during runtime, and is protected by
         BasicAuth so that only administrators can run it.
         """
-        # If auth passed, then update database.
         from .data.database import update_database
         update_database()
 
         # Notify the user that the update was successful, then redirect:
-        return '''<!DOCTYPE html>
-            <html>
-                <body>
-                    <script>
-                        setTimeout(function(){
-                            window.location.href = '/admin/';
-                        }, 3000);
-                    </script>
-                    <p>Databases updated. Redirecting in 3 seconds...</p>
-                </body>
-            </html>
-        '''
+        return self.render('admin/redirect.html',
+                           message='Database updated.',
+                           redirect_to=url_for('admin.index'))
 
 
 def _send_csv_attachment_of_dataframe(
         df: pd.DataFrame,
         file_name: str,
-        date_prefix: bool = False
+        date_prefix: bool = True
 ):
     strio = io.StringIO()
     df.to_csv(strio, index=False)
@@ -191,8 +135,8 @@ def _send_csv_attachment_of_dataframe(
     if date_prefix:
         todays_date = (
             pd.Timestamp('now', tz='UTC')
-                .tz_convert('US/Eastern')
-                .strftime('%Y_%m_%d')
+            .tz_convert('US/Eastern')
+            .strftime('%Y_%m_%d')
         )
         file_name = f'{todays_date}-{file_name}'
 
@@ -229,7 +173,6 @@ def download_from_db(self, sql_table_name: str):
         # Be careful when parameterizing queries like how we do it below.
         # The reason it's OK in this case is because users don't touch it.
         # However it is dangerous to do this in some other contexts.
-        # We are doing it like this to avoid needing to utilize sessions.
         query = f'''SELECT * FROM {sql_table_name}'''
         try:
             df = execute_sql(query)
@@ -237,15 +180,14 @@ def download_from_db(self, sql_table_name: str):
             raise HTTPException(
                 'Invalid SQL.',
                 Response(
-                    f'<b>Invalid SQL query:</b> <tt>{query}</tt>',
+                    f'<b>Invalid SQL query:</b> <samp>{query}</samp>',
                     status=500
                 )
             )
 
         return _send_csv_attachment_of_dataframe(
             df=df,
-            file_name=f'{sql_table_name}.csv',
-            date_prefix=True
+            file_name=f'{sql_table_name}.csv'
         )
 
     @expose('/csv/hobolink_source')
@@ -255,8 +197,7 @@ def source_hobolink(self):
 
         return _send_csv_attachment_of_dataframe(
             df=df_hobolink,
-            file_name=f'hobolink_source.csv',
-            date_prefix=True
+            file_name='hobolink_source.csv'
         )
 
     @expose('/csv/usgs_source')
@@ -266,8 +207,7 @@ def source_usgs(self):
 
         return _send_csv_attachment_of_dataframe(
             df=df_usgs,
-            file_name=f'usgs_source.csv',
-            date_prefix=True
+            file_name='usgs_source.csv'
         )
 
     @expose('/csv/model_outputs')
@@ -283,8 +223,7 @@ def source_model_outputs(self):
 
         return _send_csv_attachment_of_dataframe(
             df=df,
-            file_name=f'model_outputs_source.csv',
-            date_prefix=True
+            file_name='model_outputs_source.csv'
         )
 
     @expose('/csv/model_outputs')
@@ -303,8 +242,5 @@ def source_model_outputs(self):
 
         return _send_csv_attachment_of_dataframe(
             df=model_outs,
-            file_name=f'model_outputs_source.csv',
-            date_prefix=True
+            file_name='model_outputs_source.csv'
         )
-
-
diff --git a/flagging_site/app.py b/flagging_site/app.py
index ffe6a017..ad708e2f 100644
--- a/flagging_site/app.py
+++ b/flagging_site/app.py
@@ -12,7 +12,10 @@
 from typing import Dict
 from typing import Union
 
-from flask import Flask, render_template, jsonify, request
+from flask import Flask
+from flask import render_template
+from flask import jsonify
+from flask import request
 from flask import current_app
 from flask import Markup
 from flask.json import JSONEncoder
@@ -71,24 +74,40 @@ def create_app(config: Optional[Union[Config, str]] = None) -> Flask:
     from .data import db
     db.init_app(app)
 
-
-    # And we're all set! We can hand the app over to flask at this point.
+    @app.errorhandler(401)
+    def bad_auth(e):
+        """ Return error 401 """
+        body = render_template(
+            'error.html',
+            title='Invalid Authorization',
+            status_code=401,
+            msg='Bad username or password provided.'
+        )
+        status = 401
+        headers = {'WWW-Authenticate': 'Basic realm="Login Required"'}
+        return body, status, headers
 
     @app.errorhandler(404)
     def page_not_found(e):
         """ Return error 404 """
         if request.path.startswith('/api/'):
             # we return a json saying so
-            return jsonify(Message = "404 Error - Method Not Allowed")
+            body = jsonify(Message='404 Error - Method Not Allowed')
         else:
             # if not, direct user to generic site-wide 404 page
-            return render_template('error.html', type = '404', msg = "This page doesn't exist!")
+            body = render_template(
+                'error.html',
+                title='Page not found',
+                status_code=404,
+                msg="This page doesn't exist!"
+            )
+        return body, 404
 
     @app.errorhandler(500)
-    def internal_server_error(error):
+    def internal_server_error(e):
         """ Return error 500 """
-        bp.logger.error('Server Error: %s', (error))
-        return render_template('error.html', type = "500", msg = "Something went wrong.")
+        app.logger.error(f'Server Error: {e}')
+        return render_template('error.html', type=500, msg='Something went wrong.'), 500
 
     # Register admin
     from .admin import init_admin
@@ -101,7 +120,7 @@ def internal_server_error(error):
     add_social_svg_files_to_jinja(app)
 
     class CustomJSONEncoder(JSONEncoder):
-        """Add support for Decimal types"""
+        """Add support for Decimal types and datetimes."""
         def default(self, o):
             if isinstance(o, decimal.Decimal):
                 return float(o)
@@ -307,17 +326,20 @@ def update_config_from_vault(app: Flask) -> None:
 
 
 def add_social_svg_files_to_jinja(app: Flask):
-    with open(os.path.join(app.static_folder, 'images', 'github.svg')) as f:
-        GITHUB_SVG = f.read()
-
-    with open(os.path.join(app.static_folder, 'images', 'twitter.svg')) as f:
-        TWITTER_SVG = f.read()
+    """It's much more flexible to work with raw SVG markup in an HTML file,
+    rather than using an SVG file rendered as an image. (E.g. doing this allows
+    us to change the colors using CSS.) This function loads SVG markup into our
+    Jinja environment via reading from SVG files.
+    """
 
-    with open(os.path.join(app.static_folder, 'images', 'hamburger.svg')) as f:
-        HAMBURGER_SVG = f.read()
+    def _load_svg(file_name: str):
+        """Load an svg file from `static/images/`."""
+        with open(os.path.join(app.static_folder, 'images', file_name)) as f:
+            s = f.read()
+        return Markup(s)
 
     app.jinja_env.globals.update({
-        'GITHUB_SVG': Markup(GITHUB_SVG),
-        'TWITTER_SVG': Markup(TWITTER_SVG),
-        'HAMBURGER_SVG': Markup(HAMBURGER_SVG)
+        'GITHUB_SVG': _load_svg('github.svg'),
+        'TWITTER_SVG': _load_svg('twitter.svg'),
+        'HAMBURGER_SVG': _load_svg('hamburger.svg')
     })
diff --git a/flagging_site/templates/admin/logout.html b/flagging_site/templates/admin/logout.html
new file mode 100644
index 00000000..ef98b9a1
--- /dev/null
+++ b/flagging_site/templates/admin/logout.html
@@ -0,0 +1,23 @@
+{% extends "admin/base.html" %}
+{% block head %}
+    <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
+{% endblock %}
+{% block body %}
+    <script>
+        $(document).ready(function(){
+            $.ajax({
+               async: false,
+               type: "GET",
+               url: "/admin",
+               username: "logout"
+            })
+            .done(function(){
+            })
+            .fail(function(){
+                window.location.href = "{{ url_for('flagging.index') }}";
+            });
+        });
+    </script>
+        <p>Logged out.</p>
+        <p>Redirecting...</p>
+{% endblock %}
diff --git a/flagging_site/templates/admin/redirect.html b/flagging_site/templates/admin/redirect.html
new file mode 100644
index 00000000..c7bc6926
--- /dev/null
+++ b/flagging_site/templates/admin/redirect.html
@@ -0,0 +1,13 @@
+{% extends "admin/base.html" %}
+{% set _seconds = seconds | default(2) %}
+{% block head %}
+    <script>
+    setTimeout(function(){
+        window.location.href = "{{ redirect_to }}";
+    }, {{ _seconds * 1000 }});
+    </script>
+{% endblock %}
+{% block body %}
+        <p>{{ message }}</p>
+        <p>Redirecting in {{ _seconds }} seconds...</p>
+{% endblock %}
diff --git a/flagging_site/templates/error.html b/flagging_site/templates/error.html
index 53385ed0..93070343 100644
--- a/flagging_site/templates/error.html
+++ b/flagging_site/templates/error.html
@@ -1,9 +1,6 @@
 {% extends "base.html" %}
-
-{% block title %}Page Not Found{% endblock %}
+{% block title %}{{ title }}{% endblock %}
 {% block content %}
-    <!--- MAKE SURE TO MODIFY THIS SO THAT IT DISPLAYS THE TYPE OF ERROR ----->
-<h1>{{type}} Error: </h1>
-<h1>{{msg}}</h1>
-
+    <h2>{{ status_code }} Error:</h2>
+    <p>{{ msg }}</p>
 {% endblock %}

From 8b2349e5fa5241e1e3ffa0824438904126826139 Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Tue, 1 Dec 2020 19:29:02 -0500
Subject: [PATCH 05/27] Added boathouse model

---
 flagging_site/admin.py | 14 ++++++++++++--
 1 file changed, 12 insertions(+), 2 deletions(-)

diff --git a/flagging_site/admin.py b/flagging_site/admin.py
index 13a2f187..3b5c7240 100644
--- a/flagging_site/admin.py
+++ b/flagging_site/admin.py
@@ -46,13 +46,21 @@ def auth():
         from .data.manual_overrides import ManualOverridesModelView
         admin.add_view(ManualOverridesModelView(db.session))
 
+        from .data.database import Boathouses
+
+        class BoathousesView(AdminModelView):
+            def __init__(self, session, **kwargs):
+                super().__init__(Boathouses, session, **kwargs)
+
+        admin.add_view(BoathousesView(db.session))
+
         # Database functions
         admin.add_view(DatabaseView(
-            name='Update Database', url='db/update', category='Database'
+            name='Update Database', url='db/update', category='Manage DB'
         ))
 
         admin.add_view(DownloadView(
-            name='Download', url='db/download', category='Database'
+            name='Download', url='db/download', category='Manage DB'
         ))
 
         admin.add_view(LogoutView(name='Logout'))
@@ -81,6 +89,8 @@ class AdminModelView(sqla.ModelView, AdminBaseView):
     Extension of SQLAlchemy ModelView that requires BasicAuth authentication,
     and shows all columns in the form (including primary keys).
     """
+    can_export = True
+    export_types = ['csv']
 
     def __init__(self, model, *args, **kwargs):
         # Show all columns in form

From 45010700ecd0219cd6e254a4817532f5c3585a8c Mon Sep 17 00:00:00 2001
From: arutfield <36383013+arutfield@users.noreply.github.com>
Date: Tue, 1 Dec 2020 21:18:54 -0500
Subject: [PATCH 06/27] added toggle for is_boating_season

---
 flagging_site/data/database.py                | 76 +++++--------------
 flagging_site/data/live_website_options.py    | 39 ++++------
 flagging_site/data/queries/boating_season.sql |  6 --
 .../data/queries/define_default_options.sql   |  4 +
 flagging_site/data/queries/schema.sql         | 28 ++-----
 5 files changed, 44 insertions(+), 109 deletions(-)
 delete mode 100644 flagging_site/data/queries/boating_season.sql
 create mode 100644 flagging_site/data/queries/define_default_options.sql

diff --git a/flagging_site/data/database.py b/flagging_site/data/database.py
index 1cbbcaee..57ceba52 100644
--- a/flagging_site/data/database.py
+++ b/flagging_site/data/database.py
@@ -1,7 +1,6 @@
 """This file handles all database stuff, i.e. writing and retrieving data to
 the Postgres database. Note that of the functionality in this file is available
 directly in the command line.
-
 While the app is running, the database connection is managed by SQLAlchemy. The
 `db` object defined near the top of the file is that connector, and is used
 throughout both this file and other files in the code base. The `db` object is
@@ -22,15 +21,12 @@
 db = SQLAlchemy()
 Base = declarative_base()
 
-
 def execute_sql(query: str) -> Optional[pd.DataFrame]:
     """Execute arbitrary SQL in the database. This works for both read and
     write operations. If it is a write operation, it will return None;
     otherwise it returns a Pandas dataframe.
-
     Args:
         query: (str) A string that contains the contents of a SQL query.
-
     Returns:
         Either a Pandas Dataframe the selected data for read queries, or None
         for write queries.
@@ -46,15 +42,12 @@ def execute_sql(query: str) -> Optional[pd.DataFrame]:
         except ResourceClosedError:
             return None
 
-
 def execute_sql_from_file(file_name: str) -> Optional[pd.DataFrame]:
     """Execute SQL from a file in the `QUERIES_DIR` directory, which should be
     located at `flagging_site/data/queries`.
-
     Args:
         file_name: (str) A file name inside the `QUERIES_DIR` directory. It
                    should be only the file name alone and not the full path.
-
     Returns:
         Either a Pandas Dataframe the selected data for read queries, or None
         for write queries.
@@ -63,16 +56,13 @@ def execute_sql_from_file(file_name: str) -> Optional[pd.DataFrame]:
     with current_app.open_resource(path) as f:
         return execute_sql(f.read().decode('utf8'))
 
-
 def create_db() -> bool:
     """If the database defined by `POSTGRES_DBNAME` doesn't exist, create it
     and return True, otherwise do nothing and return False. By default, the
     config variable `POSTGRES_DBNAME` is set to "flagging".
-
     Returns:
         bool for whether the database needed to be created.
     """
-
     # connect to postgres database, get cursor
     conn = connect(
         user=current_app.config['POSTGRES_USER'],
@@ -82,61 +72,48 @@ def create_db() -> bool:
         dbname='postgres'
     )
     cursor = conn.cursor()
-
     # get a list of all databases:
     cursor.execute('SELECT datname FROM pg_database;')
-
     # create a list of all available database names:
     db_list = cursor.fetchall()
     db_list = [d[0] for d in db_list]
-
     # if that database is already there, exit out of this function
     if current_app.config['POSTGRES_DBNAME'] in db_list:
         return False
     # if the database isn't already there, proceed ...
-
     # create the database
     cursor.execute('COMMIT;')
     cursor.execute('CREATE DATABASE ' + current_app.config['POSTGRES_DBNAME'])
     cursor.execute('COMMIT;')
-
     return True
 
-
 def init_db():
     """This data clears and then populates the database from scratch. You only
     need to run this function once per instance of the database.
     """
-    with current_app.app_context():
-        # This file drops the tables if they already exist, and then defines
-        # the tables. This is the only query that CREATES tables.
-        execute_sql_from_file('schema.sql')
-
-        # The boathouses table is populated. This table doesn't change, so it
-        # only needs to be populated once.
-        execute_sql_from_file('define_boathouse.sql')
-
-        # The file for keeping track of if it's currently boating season
-        execute_sql_from_file('boating_season.sql')
-
-        # The function that updates the database periodically is run for the
-        # first time.
-        update_database()
-
-        # The models available in Base are given corresponding tables if they
-        # do not already exist.
-        Base.metadata.create_all(db.engine)
-
+    # This file drops the tables if they already exist, and then defines
+    # the tables. This is the only query that CREATES tables.
+    execute_sql_from_file('schema.sql')
+    # The models available in Base are given corresponding tables if they
+    # do not already exist.
+    Base.metadata.create_all(db.engine)
+    db.create_all(app=current_app)
+    # The boathouses table is populated. This table doesn't change, so it
+    # only needs to be populated once.
+    execute_sql_from_file('define_boathouse.sql')
+    # The file for keeping track of if it's currently boating season
+    execute_sql_from_file('define_default_options.sql')
+    # The function that updates the database periodically is run for the
+    # first time.
+    update_database()
 
 def update_database():
     """This function basically controls all of our data refreshes. The
     following tables are updated in order:
-
     - usgs
     - hobolink
     - processed_data
     - model_outputs
-
     The functions run to calculate the data are imported from other files
     within the data folder.
     """
@@ -145,33 +122,24 @@ def update_database():
         'index': False,
         'if_exists': 'replace'
     }
-
     # Populate the `usgs` table.
     from .usgs import get_live_usgs_data
     df_usgs = get_live_usgs_data()
     df_usgs.to_sql('usgs', **options)
-
     # Populate the `hobolink` table.
     from .hobolink import get_live_hobolink_data
     df_hobolink = get_live_hobolink_data()
     df_hobolink.to_sql('hobolink', **options)
-
     # Populate the `processed_data` table.
     from .predictive_models import process_data
     df = process_data(df_hobolink=df_hobolink, df_usgs=df_usgs)
     df.to_sql('processed_data', **options)
-
     # Populate the `model_outputs` table.
     from .predictive_models import all_models
     model_outs = all_models(df)
     model_outs.to_sql('model_outputs', **options)
-
     return True
 
-@dataclass
-class LiveWebsiteOpts(db.Model):
-    boating_season: str = db.Column(db.String(255), primary_key=True, extend_existing=True)
-
 @dataclass
 class Boathouses(db.Model):
     reach: int = db.Column(db.Integer, unique=False)
@@ -179,29 +147,24 @@ class Boathouses(db.Model):
     latitude: float = db.Column(db.Numeric, unique=False)
     longitude: float = db.Column(db.Numeric, unique=False)
 
-
 def get_boathouse_by_reach_dict():
     """
     Return a dict of boathouses, indexed by reach
     """
-    # return value is an outer dictionary with the reach number as the keys 
-    # and the a sub-dict as the values each sub-dict has the string 'boathouses' 
+    # return value is an outer dictionary with the reach number as the keys
+    # and the a sub-dict as the values each sub-dict has the string 'boathouses'
     # as the key, and an array of boathouse names as the value
     boathouse_dict = {}
-    
     # outer boathouse loop:  take one reach at a time
     for bh_out in Boathouses.query.distinct(Boathouses.reach):
         bh_list = []
-        # inner boathouse loop:  get all boathouse names within 
+        # inner boathouse loop:  get all boathouse names within
         # the reach (the reach that was selected by outer loop)
         for bh_in in Boathouses.query.filter(Boathouses.reach == bh_out.reach).all():
             bh_list.append(bh_in.boathouse)
-
         boathouse_dict[bh_out.reach] = {'boathouses': bh_list}
-
     return boathouse_dict
 
-
 def get_boathouse_metadata_dict():
     """
     Return a dictionary of boathouses' metadata
@@ -209,9 +172,8 @@ def get_boathouse_metadata_dict():
     boathouse_query = (Boathouses.query.all())
     return {'boathouses': boathouse_query}
 
-
 def get_latest_time():
     """
     Returns the latest time in the processed data
     """
-    return execute_sql('SELECT MAX(time) FROM processed_data;').iloc[0]['max']
+    return execute_sql('SELECT MAX(time) FROM processed_data;').iloc[0]['max']
\ No newline at end of file
diff --git a/flagging_site/data/live_website_options.py b/flagging_site/data/live_website_options.py
index 525ddd76..4a385ff3 100644
--- a/flagging_site/data/live_website_options.py
+++ b/flagging_site/data/live_website_options.py
@@ -1,46 +1,39 @@
 from typing import Set
-
 from sqlalchemy import Column
 from sqlalchemy import BOOLEAN
-from sqlalchemy import Integer
+from sqlalchemy import INTEGER
 from sqlalchemy import TIMESTAMP
 from sqlalchemy import VARCHAR
 from sqlalchemy import String
-
+from wtforms import SelectField
+from wtforms.validators import InputRequired
 from ..admin import AdminModelView
 from .database import Base
-from .database import LiveWebsiteOpts
+from .database import db
 from .database import execute_sql_from_file
 from distutils.util import strtobool
 
-
-class LiveWebsiteOptions(Base):
+class LiveWebsiteOptions(db.Model):
     __tablename__ = 'live_website_options'
-    boating_season = Column(VARCHAR(255), primary_key=True)
-
+    id = db.Column(INTEGER, primary_key=True)
+    boating_season = db.Column(db.String, default=True)
 
 class LiveWebsiteOptionsModelView(AdminModelView):
+    can_create = False
+    can_delete = False
+    can_edit = True
     form_choices = {
         'boating_season': [
-            ('true', 'True'),
-            ('false', 'False'),
+            ('true', 'true'),
+            ('false', 'false'),
         ]
     }
+
     def __init__(self, session):
         super().__init__(LiveWebsiteOptions, session)
 
-
 def is_boating_season():
-    df = execute_sql_from_file('boating_season.sql')
-    if df is None:
+    a = LiveWebsiteOptions.query.first()
+    if a.boating_season is None:
         return False
-    print("got df")
-    print(df["boating_season"])
-    dfSet = set(df)
-    print("df set: ")
-    print(dfSet)
-    print(len(LiveWebsiteOpts.query.all()))
-    a = LiveWebsiteOpts.query.first()
-    print("hey hey hey")
-    print(a.boating_season)
-    return strtobool(a.boating_season)
+    return strtobool(a.boating_season)
\ No newline at end of file
diff --git a/flagging_site/data/queries/boating_season.sql b/flagging_site/data/queries/boating_season.sql
deleted file mode 100644
index 8d4efb0e..00000000
--- a/flagging_site/data/queries/boating_season.sql
+++ /dev/null
@@ -1,6 +0,0 @@
-SELECT boating_season
-FROM live_website_opts;
-INSERT INTO live_website_opts
-    (boating_season)
-VALUES
-    ('False');
\ No newline at end of file
diff --git a/flagging_site/data/queries/define_default_options.sql b/flagging_site/data/queries/define_default_options.sql
new file mode 100644
index 00000000..65d0ae4b
--- /dev/null
+++ b/flagging_site/data/queries/define_default_options.sql
@@ -0,0 +1,4 @@
+INSERT INTO live_website_options
+    (id, boating_season)
+VALUES
+    (1, 'false');
\ No newline at end of file
diff --git a/flagging_site/data/queries/schema.sql b/flagging_site/data/queries/schema.sql
index f64b65d9..f936101c 100644
--- a/flagging_site/data/queries/schema.sql
+++ b/flagging_site/data/queries/schema.sql
@@ -20,14 +20,6 @@ CREATE TABLE IF NOT EXISTS hobolink (
     air_temp        decimal
 );
 
-DROP TABLE IF EXISTS boathouses;
-CREATE TABLE IF NOT EXISTS boathouses (
-    reach           int,
-    boathouse       varchar(255),
-    latitude        decimal,
-    longitude       decimal
-);
-
 DROP TABLE IF EXISTS model_outputs;
 CREATE TABLE IF NOT EXISTS model_outputs (
     reach           int,
@@ -36,18 +28,8 @@ CREATE TABLE IF NOT EXISTS model_outputs (
     probability     decimal,
     safe            boolean
 );
-
-DROP TABLE IF EXISTS cyano_overrides;
-CREATE TABLE IF NOT EXISTS cyano_overrides (
-    reach           int,
-    start_time      timestamp,
-    end_time        timestamp,
-    reason          varchar(255)
-);
-
-DROP TABLE IF EXISTS live_website_opts;
-CREATE TABLE IF NOT EXISTS live_website_opts (
-    boating_season varchar(255)
-);
-
-COMMIT;
+/* These tables are defined with SQLAlchemy. */
+DROP TABLE IF EXISTS boathouses;
+DROP TABLE IF EXISTS manual_overrides;
+DROP TABLE IF EXISTS live_website_options;
+COMMIT;
\ No newline at end of file

From 54623b3ff00e8fb76531aa9767df7c2baf42d929 Mon Sep 17 00:00:00 2001
From: arutfield <36383013+arutfield@users.noreply.github.com>
Date: Tue, 1 Dec 2020 21:30:39 -0500
Subject: [PATCH 07/27] removed ID from default_options

---
 flagging_site/data/live_website_options.py            | 3 +--
 flagging_site/data/queries/define_default_options.sql | 4 ++--
 2 files changed, 3 insertions(+), 4 deletions(-)

diff --git a/flagging_site/data/live_website_options.py b/flagging_site/data/live_website_options.py
index 4a385ff3..18ba08fc 100644
--- a/flagging_site/data/live_website_options.py
+++ b/flagging_site/data/live_website_options.py
@@ -15,8 +15,7 @@
 
 class LiveWebsiteOptions(db.Model):
     __tablename__ = 'live_website_options'
-    id = db.Column(INTEGER, primary_key=True)
-    boating_season = db.Column(db.String, default=True)
+    boating_season = db.Column(db.String, default=True, primary_key=True)
 
 class LiveWebsiteOptionsModelView(AdminModelView):
     can_create = False
diff --git a/flagging_site/data/queries/define_default_options.sql b/flagging_site/data/queries/define_default_options.sql
index 65d0ae4b..9863638c 100644
--- a/flagging_site/data/queries/define_default_options.sql
+++ b/flagging_site/data/queries/define_default_options.sql
@@ -1,4 +1,4 @@
 INSERT INTO live_website_options
-    (id, boating_season)
+    (boating_season)
 VALUES
-    (1, 'false');
\ No newline at end of file
+    ('false');
\ No newline at end of file

From 80fbd92953091b31937459f218e876c428d38bbd Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Sat, 5 Dec 2020 19:46:14 -0500
Subject: [PATCH 08/27] Minor refactors

---
 flagging_site/admin.py                    | 83 ++++++++++++-----------
 flagging_site/data/manual_overrides.py    |  7 +-
 flagging_site/templates/admin/logout.html |  4 +-
 3 files changed, 49 insertions(+), 45 deletions(-)

diff --git a/flagging_site/admin.py b/flagging_site/admin.py
index 3b5c7240..f16bc74c 100644
--- a/flagging_site/admin.py
+++ b/flagging_site/admin.py
@@ -9,19 +9,34 @@
 from flask import abort
 from flask import url_for
 from flask_admin import Admin
-from flask_admin import BaseView
+from flask_admin import BaseView as _BaseView
 from flask_admin import expose
 from flask_admin.contrib import sqla
 
-from flask_basicauth import BasicAuth
+from flask_basicauth import BasicAuth as _BasicAuth
 from werkzeug.exceptions import HTTPException
 from sqlalchemy.exc import ProgrammingError
 
 from .data import db
 
 
-admin = Admin(template_mode='bootstrap3')
+# ==============================================================================
+# Extensions
+# ==============================================================================
+
+class BasicAuth(_BasicAuth):
+    """Uses HTTP BasicAuth to authenticate the admin user."""
+
+    def get_login(self):
+        """Check if properly authenticated. If not, then return a 401 error.
+        The 401 error page will in turn prompt the user for a username and
+        password.
+        """
+        if not self.authenticate():
+            abort(401)
 
+
+admin = Admin(template_mode='bootstrap3')
 basic_auth = BasicAuth()
 
 
@@ -36,59 +51,46 @@ def init_admin(app: Flask):
     admin.init_app(app)
 
     @app.before_request
-    def auth():
+    def auth_protect_admin_pages():
         """Authorize all paths that start with /admin/."""
         if re.match('^/admin(?:$|/+)', request.path):
-            _validate_credentials()
+            basic_auth.get_login()
 
     with app.app_context():
         # Register /admin sub-views
         from .data.manual_overrides import ManualOverridesModelView
-        admin.add_view(ManualOverridesModelView(db.session))
-
+        from .data.manual_overrides import ManualOverrides
         from .data.database import Boathouses
 
-        class BoathousesView(AdminModelView):
-            def __init__(self, session, **kwargs):
-                super().__init__(Boathouses, session, **kwargs)
+        admin.add_view(ModelView(Boathouses, db.session))
+        admin.add_view(ManualOverridesModelView(ManualOverrides, db.session))
+        admin.add_view(DatabaseView(name='Update Database', url='db/update',
+                                    category='Manage DB'))
+        admin.add_view(DownloadView(name='Download', url='db/download',
+                                    category='Manage DB'))
+        admin.add_view(LogoutView(name='Logout', url='logout'))
 
-        admin.add_view(BoathousesView(db.session))
 
-        # Database functions
-        admin.add_view(DatabaseView(
-            name='Update Database', url='db/update', category='Manage DB'
-        ))
+# ==============================================================================
+# Base classes
+# ==============================================================================
 
-        admin.add_view(DownloadView(
-            name='Download', url='db/download', category='Manage DB'
-        ))
 
-        admin.add_view(LogoutView(name='Logout'))
-
-
-def _validate_credentials():
-    """Check if properly authenticated. If not, then return a 401 error. (The
-    401 error page will in turn prompt the user for a username and password.)
+class BaseView(_BaseView):
+    """All admin views should inherit from here. This base view adds required
+    authorization to everything on the admin panel.
     """
-    if not basic_auth.authenticate():
-        abort(401)
 
-
-class AdminBaseView(BaseView):
     def is_accessible(self):
         return basic_auth.authenticate()
 
     def inaccessible_callback(self, name, **kwargs):
         """Ask for credentials when access fails."""
-        return _validate_credentials()
+        return basic_auth.get_login()
 
 
-# Adapted from https://computableverse.com/blog/flask-admin-using-basicauth
-class AdminModelView(sqla.ModelView, AdminBaseView):
-    """
-    Extension of SQLAlchemy ModelView that requires BasicAuth authentication,
-    and shows all columns in the form (including primary keys).
-    """
+class ModelView(sqla.ModelView, BaseView):
+    """Base Admin view for SQLAlchemy models."""
     can_export = True
     export_types = ['csv']
 
@@ -99,7 +101,12 @@ def __init__(self, model, *args, **kwargs):
         super().__init__(model, *args, **kwargs)
 
 
-class LogoutView(AdminBaseView):
+# ==============================================================================
+# Views
+# ==============================================================================
+
+
+class LogoutView(BaseView):
     @expose('/')
     def index(self):
         body = self.render('admin/logout.html')
@@ -107,7 +114,7 @@ def index(self):
         return body, status
 
 
-class DatabaseView(AdminBaseView):
+class DatabaseView(BaseView):
     @expose('/')
     def index(self):
         return self.render('admin/update.html')
@@ -158,7 +165,7 @@ def _send_csv_attachment_of_dataframe(
     )
 
 
-class DownloadView(AdminBaseView):
+class DownloadView(BaseView):
     TABLES = [
         'hobolink',
         'usgs',
diff --git a/flagging_site/data/manual_overrides.py b/flagging_site/data/manual_overrides.py
index 2bf2223d..c5aeea95 100644
--- a/flagging_site/data/manual_overrides.py
+++ b/flagging_site/data/manual_overrides.py
@@ -5,7 +5,7 @@
 from sqlalchemy import TIMESTAMP
 from sqlalchemy import VARCHAR
 
-from ..admin import AdminModelView
+from ..admin import ModelView
 from .database import Base
 from .database import execute_sql_from_file
 
@@ -18,7 +18,7 @@ class ManualOverrides(Base):
     reason = Column(VARCHAR(255))
 
 
-class ManualOverridesModelView(AdminModelView):
+class ManualOverridesModelView(ModelView):
     form_choices = {
         'reason': [
             ('cyanobacteria', 'Cyanobacteria'),
@@ -27,9 +27,6 @@ class ManualOverridesModelView(AdminModelView):
         ]
     }
 
-    def __init__(self, session):
-        super().__init__(ManualOverrides, session)
-
 
 def get_currently_overridden_reaches() -> Set[int]:
     return set(
diff --git a/flagging_site/templates/admin/logout.html b/flagging_site/templates/admin/logout.html
index ef98b9a1..825e3632 100644
--- a/flagging_site/templates/admin/logout.html
+++ b/flagging_site/templates/admin/logout.html
@@ -18,6 +18,6 @@
             });
         });
     </script>
-        <p>Logged out.</p>
-        <p>Redirecting...</p>
+    <p>Logged out.</p>
+    <p>Redirecting...</p>
 {% endblock %}

From 91b2f32556fc99de54144f1091040e7fdd62aa9a Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Sat, 5 Dec 2020 20:24:37 -0500
Subject: [PATCH 09/27] These were useful for writing a test case-- adding them
 to the shell

---
 flagging_site/app.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/flagging_site/app.py b/flagging_site/app.py
index ad708e2f..60de4c76 100644
--- a/flagging_site/app.py
+++ b/flagging_site/app.py
@@ -191,8 +191,10 @@ def make_shell_context():
         from flask import current_app
         from .data import db
         from .data.hobolink import get_live_hobolink_data
+        from .data.hobolink import request_to_hobolink
         from .data.predictive_models import process_data
         from .data.usgs import get_live_usgs_data
+        from .data.usgs import request_to_usgs
         from .twitter import compose_tweet
 
         return {
@@ -201,8 +203,10 @@ def make_shell_context():
             'app': current_app,
             'db': db,
             'get_live_hobolink_data': get_live_hobolink_data,
+            'request_to_hobolink': request_to_hobolink,
             'get_live_usgs_data': get_live_usgs_data,
             'process_data': process_data,
+            'request_to_usgs': request_to_usgs,
             'compose_tweet': compose_tweet
         }
 

From 2d40355df81e529190c977264079bc6bb5987336 Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Sat, 5 Dec 2020 21:49:57 -0500
Subject: [PATCH 10/27] Refactors

---
 flagging_site/app.py            | 256 ++++++++++++++------------------
 flagging_site/blueprints/api.py |  49 ++++++
 flagging_site/data/database.py  |  36 ++---
 tests/conftest.py               |   6 +-
 4 files changed, 178 insertions(+), 169 deletions(-)

diff --git a/flagging_site/app.py b/flagging_site/app.py
index 94b98129..1ce518fe 100644
--- a/flagging_site/app.py
+++ b/flagging_site/app.py
@@ -3,7 +3,6 @@
 """
 import os
 import click
-import time
 import json
 import decimal
 
@@ -18,18 +17,13 @@
 from flask import request
 from flask import current_app
 from flask import Markup
-from flask.json import JSONEncoder
 
 import py7zr
 from lzma import LZMAError
 from py7zr.exceptions import PasswordRequired
 
-from .config import Config
-from .config import get_config_from_env
-from .data import live_website_options
 
-
-def create_app(config: Optional[Union[Config, str]] = None) -> Flask:
+def create_app(config: Optional[str] = None) -> Flask:
     """Create and configure an instance of the Flask application. We use the
     `create_app` scheme over defining the `app` directly at the module level so
     the app isn't loaded immediately by importing the module.
@@ -43,42 +37,61 @@ def create_app(config: Optional[Union[Config, str]] = None) -> Flask:
     """
     app = Flask(__name__)
 
-    # Get a config for the website. If one was not passed in the function, then
-    # a config will be used depending on the `FLASK_ENV`.
-    if config is None:
-        # Determine the config based on the `FLASK_ENV`.
-        config = get_config_from_env(app.env)
-    elif isinstance(config, str):
-        # If config is string, parse it as if it's an env.
-        config = get_config_from_env(config)
-
-    app.config.from_object(config)
+    from .config import get_config_from_env
+    cfg = get_config_from_env(config or app.env)
+    app.config.from_object(cfg)
 
     # Use the stuff inside `vault.zip` file to update the app.
+    # Note: SOON TO BE DEPRECATED:
     update_config_from_vault(app)
 
-    # Register the "blueprints." Blueprints are basically like mini web apps
-    # that can be joined to the main web app. In this particular app, the way
-    # blueprints are imported is: If BLUEPRINTS is in the config, then import
-    # only from that list. Otherwise, import everything that's inside of
-    # `blueprints/__init__.py`.
+    with app.app_context():
+        register_extensions(app)
+        register_blueprints(app)
+        register_errorhandlers(app)
+        register_jinja_env(app)
+        register_commands(app)
+        register_misc(app)
+
+    return app
+
+
+def register_extensions(app: Flask):
+    """Register all extensions for the app."""
+    from .data import db
+    db.init_app(app)
+
+    from .admin import init_admin
+    init_admin(app)
+
+    from .twitter import init_tweepy
+    init_tweepy(app)
+
+    from .blueprints.api import init_swagger
+    init_swagger(app)
+
+
+def register_blueprints(app: Flask):
+    """Register the "blueprints." Blueprints are basically like mini web apps
+    that can be joined to the main web app.
+    """
     from .blueprints.api import bp as api_bp
     app.register_blueprint(api_bp)
 
     from .blueprints.flagging import bp as flagging_bp
     app.register_blueprint(flagging_bp)
 
-    # Add Swagger to the app. Swagger automates the API documentation and
-    # provides an interface for users to query the API on the website.
-    init_swagger(app)
 
-    # Register the database commands
-    from .data import db
-    db.init_app(app)
+def register_errorhandlers(app: Flask):
+    """Error handlers are the way the app knows what to do in situations such as
+    a Page Not Found error or a bad user/password input.
+    """
 
     @app.errorhandler(401)
     def bad_auth(e):
-        """ Return error 401 """
+        """When a 401 error is triggered, we ask the user to log in using HTTP
+        Basic-Auth. If they input bad credentials we send the error page.
+        """
         body = render_template(
             'error.html',
             title='Invalid Authorization',
@@ -111,49 +124,57 @@ def internal_server_error(e):
         app.logger.error(f'Server Error: {e}')
         return render_template('error.html', type=500, msg='Something went wrong.'), 500
 
-    # Register admin
-    from .admin import init_admin
-    init_admin(app)
 
-    # Register Twitter bot
-    from .twitter import init_tweepy
-    init_tweepy(app)
+def register_jinja_env(app: Flask):
+    """Update the Jinja environment.
 
-    add_social_svg_files_to_jinja(app)
+    This function mainly adds SVG files to the Jinja environment.
 
-    class CustomJSONEncoder(JSONEncoder):
-        """Add support for Decimal types and datetimes."""
-        def default(self, o):
-            if isinstance(o, decimal.Decimal):
-                return float(o)
-            elif isinstance(o, datetime.date):
-                return o.isoformat()
-            else:
-                return super().default(o)
+    It's much more flexible to work with raw SVG markup in an HTML file, rather
+    than using an SVG file rendered as an image. (E.g. doing this allows us to
+    change the colors using CSS.) This function loads SVG markup into our Jinja
+    environment via reading from SVG files.
+    """
 
-    app.json_encoder = CustomJSONEncoder
+    def _load_svg(file_name: str):
+        """Load an svg file from `static/images/`."""
+        with open(os.path.join(app.static_folder, 'images', file_name)) as f:
+            s = f.read()
+        return Markup(s)
+
+    app.jinja_env.globals.update({
+        'GITHUB_SVG': _load_svg('github.svg'),
+        'TWITTER_SVG': _load_svg('twitter.svg'),
+        'HAMBURGER_SVG': _load_svg('hamburger.svg')
+    })
 
-    @app.before_request
-    def before_request():
-        from flask import g
-        g.request_start_time = time.time()
-        g.request_time = lambda: '%.3fs' % (time.time() - g.request_start_time)
+
+def register_commands(app: Flask):
+    """All of these commands are related to the Database, and allow either the
+    user or the Heroku Scheduler to make updates to the website via the command
+    line.
+    """
 
     @app.cli.command('create-db')
     def create_db_command():
         """Create database (after verifying that it isn't already there)."""
         from .data.database import create_db
-        if create_db():
-            click.echo('The database was created.')
-        else:
-            click.echo('The database was already there.')
+        create_db()
 
     @app.cli.command('init-db')
-    def init_db_command():
+    @click.option('--pop/--no-pop',
+                  default=True,
+                  is_flag=True,
+                  help='If true, then do a db update when initializing the db.')
+    @click.pass_context
+    def init_db_command(ctx: click.Context, pop: bool):
         """Clear existing data and create new tables."""
         from .data.database import init_db
         init_db()
         click.echo('Initialized the database.')
+        if pop:
+            # Update the database if `pop` is True
+            ctx.invoke(update_db_command)
 
     @app.cli.command('update-db')
     def update_db_command():
@@ -171,26 +192,56 @@ def update_db_command():
 
     @app.cli.command('update-website')
     @click.pass_context
-    def update_website_command(ctx):
+    def update_website_command(ctx: click.Context):
         """Updates the database, then Tweets a message."""
+        from .data.live_website_options import is_boating_season
+
         updated = ctx.invoke(update_db_command)
         # If the model updated and it's boating season, send a tweet.
         # Otherwise, do nothing.
         if (
                 updated
-                and live_website_options.is_boating_season()#current_app.config['BOATING_SEASON']
+                and is_boating_season()
                 and current_app.config['SEND_TWEETS']
         ):
             from .twitter import tweet_current_status
             msg = tweet_current_status()
             click.echo(f'Sent out tweet: {msg!r}')
 
-    # Make a few useful functions available in Flask shell without imports
+
+def register_misc(app: Flask):
+    """For things that don't neatly fit into the other "register" functions.
+
+    This function updates the JSON encoder (i.e. what the REST API uses to
+    ranslate Python objects to JSON), and adds defaults to the Flask shell.
+    """
+
+    # In most cases this is equivalent to:
+    # >>> from flask.json import JSONEncoder
+    # However this way of doing it is safe in case an extension overrides it.
+    JSONEncoder = app.json_encoder
+
+    class CustomJSONEncoder(JSONEncoder):
+        """Add support for Decimal types and datetimes."""
+        def default(self, o):
+            if isinstance(o, decimal.Decimal):
+                return float(o)
+            elif isinstance(o, datetime.date):
+                return o.isoformat()
+            else:
+                return super().default(o)
+
+    app.json_encoder = CustomJSONEncoder
+
     @app.shell_context_processor
     def make_shell_context():
+        """This function makes some objects available in the Flask shell without
+        the need to manually declare an import. This is just a convenience for
+        using the Flask shell.
+        """
         import pandas as pd
         import numpy as np
-        from flask import current_app
+        from flask import current_app as app
         from .data import db
         from .data.hobolink import get_live_hobolink_data
         from .data.hobolink import request_to_hobolink
@@ -198,70 +249,11 @@ def make_shell_context():
         from .data.usgs import get_live_usgs_data
         from .data.usgs import request_to_usgs
         from .twitter import compose_tweet
+        return locals()
 
-        return {
-            'pd': pd,
-            'np': np,
-            'app': current_app,
-            'db': db,
-            'get_live_hobolink_data': get_live_hobolink_data,
-            'request_to_hobolink': request_to_hobolink,
-            'get_live_usgs_data': get_live_usgs_data,
-            'process_data': process_data,
-            'request_to_usgs': request_to_usgs,
-            'compose_tweet': compose_tweet
-        }
-
-    # And we're all set! We can hand the app over to flask at this point.
-    return app
-
-
-def init_swagger(app: Flask):
-    """This function handles all the logic for adding Swagger automated
-    documentation to the application instance.
 
-    Args:
-        app: A Flask application instance.
-    """
-    from flasgger import Swagger
-    from flasgger import LazyString
-    from flask import url_for
-
-    swagger_config = {
-        'headers': [],
-        'specs': [
-            {
-                'endpoint': 'flagging_api',
-                'route': '/api/flagging_api.json',
-                'rule_filter': lambda rule: True,  # all in
-                'model_filter': lambda tag: True,  # all in
-            },
-        ],
-        'static_url_path': '/flasgger_static',
-        # 'static_folder': '/static/flasgger',
-        'swagger_ui': True,
-        'specs_route': '/api/docs'
-    }
-    template = {
-        'info': {
-            'title': 'CRWA Public Flagging API',
-            'description':
-                "API for the Charles River Watershed Association's predictive "
-                'models, and the data used for those models.',
-            'contact': {
-                'x-responsibleOrganization': 'Charles River Watershed Association',
-                'x-responsibleDeveloper': 'Code for Boston',
-            },
-            'version': '1.0',
-        }
-    }
-    app.config['SWAGGER'] = {
-        'uiversion': 3,
-        'favicon': LazyString(
-            lambda: url_for('static', filename='favicon/favicon.ico'))
-    }
-
-    Swagger(app, config=swagger_config, template=template)
+# ==============================================================================
+# vvv-- will soon be deprecating this stuff.
 
 
 def _load_secrets_from_vault(
@@ -329,23 +321,3 @@ def update_config_from_vault(app: Flask) -> None:
             app.config['SECRET_KEY'] = os.urandom(16)
         else:
             raise RuntimeError(msg)
-
-
-def add_social_svg_files_to_jinja(app: Flask):
-    """It's much more flexible to work with raw SVG markup in an HTML file,
-    rather than using an SVG file rendered as an image. (E.g. doing this allows
-    us to change the colors using CSS.) This function loads SVG markup into our
-    Jinja environment via reading from SVG files.
-    """
-
-    def _load_svg(file_name: str):
-        """Load an svg file from `static/images/`."""
-        with open(os.path.join(app.static_folder, 'images', file_name)) as f:
-            s = f.read()
-        return Markup(s)
-
-    app.jinja_env.globals.update({
-        'GITHUB_SVG': _load_svg('github.svg'),
-        'TWITTER_SVG': _load_svg('twitter.svg'),
-        'HAMBURGER_SVG': _load_svg('hamburger.svg')
-    })
diff --git a/flagging_site/blueprints/api.py b/flagging_site/blueprints/api.py
index 092f79f2..cd393937 100644
--- a/flagging_site/blueprints/api.py
+++ b/flagging_site/blueprints/api.py
@@ -5,6 +5,10 @@
 from flask import request
 from flask import current_app
 from flask import jsonify
+from flask import url_for
+from flask import Flask
+from flasgger import Swagger
+from flasgger import LazyString
 from ..data.predictive_models import latest_model_outputs
 from ..data.predictive_models import MODEL_VERSION
 from ..data.database import get_boathouse_metadata_dict
@@ -105,3 +109,48 @@ def model_input_data_api():
     return jsonify({
         'model_input_data': df.tail(n=hours).to_dict(orient='records')
     })
+
+
+def init_swagger(app: Flask):
+    """This function handles all the logic for adding Swagger automated
+    documentation to the application instance.
+
+    Args:
+        app: A Flask application instance.
+    """
+    swagger_config = {
+        'headers': [],
+        'specs': [
+            {
+                'endpoint': 'flagging_api',
+                'route': '/api/flagging_api.json',
+                'rule_filter': lambda rule: True,  # all in
+                'model_filter': lambda tag: True,  # all in
+            },
+        ],
+        'static_url_path': '/flasgger_static',
+        # 'static_folder': '/static/flasgger',
+        'swagger_ui': True,
+        'specs_route': '/api/docs'
+    }
+    template = {
+        'info': {
+            'title': 'CRWA Public Flagging API',
+            'description':
+                "API for the Charles River Watershed Association's predictive "
+                'models, and the data used for those models.',
+            'contact': {
+                'x-responsibleOrganization': 'Charles River Watershed Association',
+                'x-responsibleDeveloper': 'Code for Boston',
+            },
+            'version': '1.0',
+        }
+    }
+    app.config['SWAGGER'] = {
+        'uiversion': 3,
+        'favicon': LazyString(
+            lambda: url_for('static', filename='favicon/favicon.ico'))
+    }
+
+    Swagger(app, config=swagger_config, template=template)
+
diff --git a/flagging_site/data/database.py b/flagging_site/data/database.py
index aed43840..3011ac8c 100644
--- a/flagging_site/data/database.py
+++ b/flagging_site/data/database.py
@@ -14,6 +14,9 @@
 from typing import Optional
 
 import pandas as pd
+import psycopg2
+import psycopg2.errors
+import click
 from flask import current_app
 from flask_sqlalchemy import SQLAlchemy
 from flask_sqlalchemy import declarative_base
@@ -80,26 +83,18 @@ def create_db() -> bool:
         port=current_app.config['POSTGRES_PORT'],
         dbname='postgres'
     )
+    database = current_app.config['POSTGRES_DBNAME']
     cursor = conn.cursor()
 
-    # get a list of all databases:
-    cursor.execute('SELECT datname FROM pg_database;')
-
-    # create a list of all available database names:
-    db_list = cursor.fetchall()
-    db_list = [d[0] for d in db_list]
-
-    # if that database is already there, exit out of this function
-    if current_app.config['POSTGRES_DBNAME'] in db_list:
+    try:
+        cursor.execute('COMMIT;')
+        cursor.execute(f'CREATE DATABASE {database};')
+    except psycopg2.errors.lookup('42P04'):
+        click.echo(f'Database {database!r} already exist.')
         return False
-
-    # if the database isn't already there, proceed ...
-    # create the database
-    cursor.execute('COMMIT;')
-    cursor.execute('CREATE DATABASE ' + current_app.config['POSTGRES_DBNAME'])
-    cursor.execute('COMMIT;')
-
-    return True
+    else:
+        click.echo(f'Created database {database!r}.')
+        return True
 
 
 def init_db():
@@ -123,9 +118,8 @@ def init_db():
     # The file for keeping track of if it's currently boating season
     execute_sql_from_file('define_default_options.sql')
 
-    # The function that updates the database periodically is run for the
-    # first time.
-    update_database()
+    # The function that updates the database periodically should be run after
+    # this runs.
 
 
 def update_database():
@@ -166,8 +160,6 @@ def update_database():
     model_outs = all_models(df)
     model_outs.to_sql('model_outputs', **options)
 
-    return True
-
 
 @dataclass
 class Boathouses(db.Model):
diff --git a/tests/conftest.py b/tests/conftest.py
index 56619556..ce21fed3 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -2,7 +2,6 @@
 import pytest
 
 from flagging_site import create_app
-from flagging_site import config as _config
 
 
 @pytest.fixture(scope='session')
@@ -10,10 +9,8 @@ def app():
     """Create and configure a new app instance for each test."""
     if 'VAULT_PASSWORD' not in os.environ:
         os.environ['VAULT_PASSWORD'] = input('Enter vault password: ')
-        import importlib
-        importlib.reload(_config)
 
-    app = create_app(config=_config.TestingConfig())
+    app = create_app(config='testing')
 
     yield app
 
@@ -22,4 +19,3 @@ def app():
 def client(app):
     """A test client for the app."""
     return app.test_client()
-

From 54f1f92b92966a3aff8ef67a519c640509096d0d Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Sat, 5 Dec 2020 22:25:59 -0500
Subject: [PATCH 11/27] minor fixes

---
 flagging_site/app.py | 14 ++++++++++----
 1 file changed, 10 insertions(+), 4 deletions(-)

diff --git a/flagging_site/app.py b/flagging_site/app.py
index 1ce518fe..caf5841a 100644
--- a/flagging_site/app.py
+++ b/flagging_site/app.py
@@ -88,7 +88,7 @@ def register_errorhandlers(app: Flask):
     """
 
     @app.errorhandler(401)
-    def bad_auth(e):
+    def unauthorized(e):
         """When a 401 error is triggered, we ask the user to log in using HTTP
         Basic-Auth. If they input bad credentials we send the error page.
         """
@@ -103,7 +103,7 @@ def bad_auth(e):
         return body, status, headers
 
     @app.errorhandler(404)
-    def page_not_found(e):
+    def not_found(e):
         """ Return error 404 """
         if request.path.startswith('/api/'):
             # we return a json saying so
@@ -121,8 +121,14 @@ def page_not_found(e):
     @app.errorhandler(500)
     def internal_server_error(e):
         """ Return error 500 """
-        app.logger.error(f'Server Error: {e}')
-        return render_template('error.html', type=500, msg='Something went wrong.'), 500
+        app.logger.error(e)
+        body = render_template(
+            'error.html',
+            title='Internal Server Error',
+            status_code=500,
+            msg='Something went wrong.'
+        )
+        return body, 500
 
 
 def register_jinja_env(app: Flask):

From 464969cac212c1dad0b0ae57e42abdf08c14e814 Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Sat, 5 Dec 2020 22:52:59 -0500
Subject: [PATCH 12/27] Using pip-tools to manage multiple environments

---
 docs/README.md               |  5 ---
 requirements.txt             | 29 ++++--------
 requirements/_core.in        | 14 ++++++
 requirements/_dev_core.in    | 17 +++++++
 requirements/dev_osx.in      |  2 +
 requirements/dev_osx.txt     | 86 ++++++++++++++++++++++++++++++++++++
 requirements/dev_windows.in  |  2 +
 requirements/dev_windows.txt | 86 ++++++++++++++++++++++++++++++++++++
 requirements/prod.in         |  2 +
 requirements/prod.txt        | 45 +++++++++++++++++++
 run_unix_dev.sh              |  2 +-
 run_windows_dev.bat          |  2 +-
 12 files changed, 265 insertions(+), 27 deletions(-)
 create mode 100644 requirements/_core.in
 create mode 100644 requirements/_dev_core.in
 create mode 100644 requirements/dev_osx.in
 create mode 100644 requirements/dev_osx.txt
 create mode 100644 requirements/dev_windows.in
 create mode 100644 requirements/dev_windows.txt
 create mode 100644 requirements/prod.in
 create mode 100644 requirements/prod.txt

diff --git a/docs/README.md b/docs/README.md
index b9591829..b03f1f36 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -19,12 +19,7 @@ All of these tools are added and configured inside `mkdocs.yml`. Note you need t
 If you have write permission to the upstream repository (i.e. you are a project manager), point your terminal to this directory and run the following:
 
 ```shell script
-python3 -m venv mkdocs_env
-source mkdocs_env/bin/activate
-pip install mkdocs pymdown-extensions mkdocs-material mkdocs-macros-plugin pygments
 mkdocs gh-deploy --remote-name upstream
-deactivate
-source ../venv/bin/activate
 ```
 
 If you do not have write permission to the upstream repository, you can do one of the following:
diff --git a/requirements.txt b/requirements.txt
index dc5b9b4a..75b3d39d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,20 +1,9 @@
-click==7.1.2
-flasgger==0.9.4
-Flask-Admin==1.5.6
-Flask-BasicAuth==0.2.0
-Flask-SQLAlchemy==2.4.4
-Flask==1.1.2
-gunicorn==20.0.4
-Jinja2==2.11.2
-pandas==1.0.5
-psycopg2-binary==2.8.5
-psycopg2==2.8.5
-py7zr==0.10.0a6
-pytest-cov==2.10.0
-pytest==5.4.3
-python-dotenv==0.14.0
-PyYAML==5.3.1
-requests==2.23.0
-schemathesis==2.6.0
-SQLAlchemy==1.3.18
-tweepy==3.9.0
+# Note: This requirements.txt file is here for use by Heroku. See here for more
+# info: https://devcenter.heroku.com/articles/python-pip
+#
+# For dev dependencies, use one of the following based on your OS:
+#
+# - requirements/dev_osx.txt
+# - requirements/dev_windows.txt
+
+-r ./requirements/prod.txt
diff --git a/requirements/_core.in b/requirements/_core.in
new file mode 100644
index 00000000..2fb871b3
--- /dev/null
+++ b/requirements/_core.in
@@ -0,0 +1,14 @@
+click
+flasgger
+Flask-Admin
+Flask-BasicAuth
+Flask-SQLAlchemy
+Flask
+gunicorn
+Jinja2
+pandas
+py7zr
+PyYAML
+requests
+SQLAlchemy
+tweepy
diff --git a/requirements/_dev_core.in b/requirements/_dev_core.in
new file mode 100644
index 00000000..ca30eb0b
--- /dev/null
+++ b/requirements/_dev_core.in
@@ -0,0 +1,17 @@
+-r _core.in
+
+# Docs dependencies
+mkdocs
+pymdown-extensions
+mkdocs-material
+mkdocs-macros-plugin
+pygments
+
+# Testing related stuff
+pytest
+pytest-cov
+schemathesis
+
+# Misc. dev stuff
+pip-tools
+python-dotenv
diff --git a/requirements/dev_osx.in b/requirements/dev_osx.in
new file mode 100644
index 00000000..c5d0c1ed
--- /dev/null
+++ b/requirements/dev_osx.in
@@ -0,0 +1,2 @@
+-r _dev_core.in
+psycopg2-binary
diff --git a/requirements/dev_osx.txt b/requirements/dev_osx.txt
new file mode 100644
index 00000000..a8242dd1
--- /dev/null
+++ b/requirements/dev_osx.txt
@@ -0,0 +1,86 @@
+#
+# This file is autogenerated by pip-compile
+# To update, run:
+#
+#    pip-compile requirements/dev_osx.in
+#
+attrs==20.3.0             # via hypothesis, jsonschema, pytest, schemathesis
+certifi==2020.12.5        # via requests
+chardet==3.0.4            # via requests
+click==7.1.2              # via -r requirements/_core.in, flask, mkdocs, nltk, pip-tools, schemathesis
+coverage==5.3             # via pytest-cov
+curlify==2.2.1            # via schemathesis
+flasgger==0.9.5           # via -r requirements/_core.in
+flask-admin==1.5.7        # via -r requirements/_core.in
+flask-basicauth==0.2.0    # via -r requirements/_core.in
+flask-sqlalchemy==2.4.4   # via -r requirements/_core.in
+flask==1.1.2              # via -r requirements/_core.in, flasgger, flask-admin, flask-basicauth, flask-sqlalchemy
+future==0.18.2            # via lunr
+graphql-core==3.1.2       # via hypothesis-graphql
+gunicorn==20.0.4          # via -r requirements/_core.in
+hypothesis-graphql==0.3.2  # via schemathesis
+hypothesis-jsonschema==0.18.2  # via schemathesis
+hypothesis==5.41.5        # via hypothesis-graphql, hypothesis-jsonschema, schemathesis
+idna==2.10                # via requests, yarl
+iniconfig==1.1.1          # via pytest
+itsdangerous==1.1.0       # via flask
+jinja2==2.11.2            # via -r requirements/_core.in, flask, mkdocs, mkdocs-macros-plugin
+joblib==0.17.0            # via nltk
+jsonschema==3.2.0         # via flasgger, hypothesis-jsonschema, schemathesis
+junit-xml==1.9            # via schemathesis
+livereload==2.6.3         # via mkdocs
+lunr[languages]==0.5.8    # via mkdocs
+markdown==3.3.3           # via mkdocs, mkdocs-material, pymdown-extensions
+markupsafe==1.1.1         # via jinja2, wtforms
+mistune==0.8.4            # via flasgger
+mkdocs-macros-plugin==0.5.0  # via -r requirements/_dev_core.in
+mkdocs-macros-test==0.1.0  # via mkdocs-macros-plugin
+mkdocs-material-extensions==1.0.1  # via mkdocs-material
+mkdocs-material==6.1.6    # via -r requirements/_dev_core.in, mkdocs-macros-plugin, mkdocs-material-extensions
+mkdocs==1.1.2             # via -r requirements/_dev_core.in, mkdocs-macros-plugin, mkdocs-material
+multidict==5.1.0          # via yarl
+nltk==3.5                 # via lunr
+numpy==1.19.4             # via pandas
+oauthlib==3.1.0           # via requests-oauthlib
+packaging==20.7           # via pytest
+pandas==1.1.4             # via -r requirements/_core.in
+pip-tools==5.4.0          # via -r requirements/_dev_core.in
+pluggy==0.13.1            # via pytest
+psycopg2-binary==2.8.6    # via -r requirements/dev_osx.in
+py7zr==0.11.0             # via -r requirements/_core.in
+py==1.9.0                 # via pytest
+pycryptodome==3.9.9       # via py7zr
+pygments==2.7.2           # via -r requirements/_dev_core.in, mkdocs-material
+pymdown-extensions==8.0.1  # via -r requirements/_dev_core.in, mkdocs-material
+pyparsing==2.4.7          # via packaging
+pyrsistent==0.17.3        # via jsonschema
+pysocks==1.7.1            # via requests
+pytest-cov==2.10.1        # via -r requirements/_dev_core.in
+pytest-subtests==0.3.2    # via schemathesis
+pytest==6.1.2             # via -r requirements/_dev_core.in, pytest-cov, pytest-subtests, schemathesis
+python-dateutil==2.8.1    # via mkdocs-macros-plugin, pandas
+python-dotenv==0.15.0     # via -r requirements/_dev_core.in
+pytz==2020.4              # via pandas
+pyyaml==5.3.1             # via -r requirements/_core.in, flasgger, mkdocs, mkdocs-macros-plugin, schemathesis
+regex==2020.11.13         # via nltk
+requests-oauthlib==1.3.0  # via tweepy
+requests[socks]==2.25.0   # via -r requirements/_core.in, curlify, requests-oauthlib, schemathesis, tweepy
+schemathesis==2.8.4       # via -r requirements/_dev_core.in
+six==1.15.0               # via flasgger, jsonschema, junit-xml, livereload, lunr, pip-tools, python-dateutil, tweepy
+sortedcontainers==2.3.0   # via hypothesis
+sqlalchemy==1.3.20        # via -r requirements/_core.in, flask-sqlalchemy
+starlette==0.13.8         # via schemathesis
+termcolor==1.1.0          # via mkdocs-macros-plugin
+texttable==1.6.3          # via py7zr
+toml==0.10.2              # via pytest
+tornado==6.1              # via livereload, mkdocs
+tqdm==4.54.1              # via nltk
+tweepy==3.9.0             # via -r requirements/_core.in
+urllib3==1.26.2           # via requests
+werkzeug==1.0.1           # via flask, schemathesis
+wtforms==2.3.3            # via flask-admin
+yarl==1.6.3               # via schemathesis
+
+# The following packages are considered to be unsafe in a requirements file:
+# pip
+# setuptools
diff --git a/requirements/dev_windows.in b/requirements/dev_windows.in
new file mode 100644
index 00000000..692bcf51
--- /dev/null
+++ b/requirements/dev_windows.in
@@ -0,0 +1,2 @@
+-r _dev_core.in
+psycopg2
diff --git a/requirements/dev_windows.txt b/requirements/dev_windows.txt
new file mode 100644
index 00000000..f035269b
--- /dev/null
+++ b/requirements/dev_windows.txt
@@ -0,0 +1,86 @@
+#
+# This file is autogenerated by pip-compile
+# To update, run:
+#
+#    pip-compile requirements/dev_windows.in
+#
+attrs==20.3.0             # via hypothesis, jsonschema, pytest, schemathesis
+certifi==2020.12.5        # via requests
+chardet==3.0.4            # via requests
+click==7.1.2              # via -r requirements/_core.in, flask, mkdocs, nltk, pip-tools, schemathesis
+coverage==5.3             # via pytest-cov
+curlify==2.2.1            # via schemathesis
+flasgger==0.9.5           # via -r requirements/_core.in
+flask-admin==1.5.7        # via -r requirements/_core.in
+flask-basicauth==0.2.0    # via -r requirements/_core.in
+flask-sqlalchemy==2.4.4   # via -r requirements/_core.in
+flask==1.1.2              # via -r requirements/_core.in, flasgger, flask-admin, flask-basicauth, flask-sqlalchemy
+future==0.18.2            # via lunr
+graphql-core==3.1.2       # via hypothesis-graphql
+gunicorn==20.0.4          # via -r requirements/_core.in
+hypothesis-graphql==0.3.2  # via schemathesis
+hypothesis-jsonschema==0.18.2  # via schemathesis
+hypothesis==5.41.5        # via hypothesis-graphql, hypothesis-jsonschema, schemathesis
+idna==2.10                # via requests, yarl
+iniconfig==1.1.1          # via pytest
+itsdangerous==1.1.0       # via flask
+jinja2==2.11.2            # via -r requirements/_core.in, flask, mkdocs, mkdocs-macros-plugin
+joblib==0.17.0            # via nltk
+jsonschema==3.2.0         # via flasgger, hypothesis-jsonschema, schemathesis
+junit-xml==1.9            # via schemathesis
+livereload==2.6.3         # via mkdocs
+lunr[languages]==0.5.8    # via mkdocs
+markdown==3.3.3           # via mkdocs, mkdocs-material, pymdown-extensions
+markupsafe==1.1.1         # via jinja2, wtforms
+mistune==0.8.4            # via flasgger
+mkdocs-macros-plugin==0.5.0  # via -r requirements/_dev_core.in
+mkdocs-macros-test==0.1.0  # via mkdocs-macros-plugin
+mkdocs-material-extensions==1.0.1  # via mkdocs-material
+mkdocs-material==6.1.6    # via -r requirements/_dev_core.in, mkdocs-macros-plugin, mkdocs-material-extensions
+mkdocs==1.1.2             # via -r requirements/_dev_core.in, mkdocs-macros-plugin, mkdocs-material
+multidict==5.1.0          # via yarl
+nltk==3.5                 # via lunr
+numpy==1.19.4             # via pandas
+oauthlib==3.1.0           # via requests-oauthlib
+packaging==20.7           # via pytest
+pandas==1.1.4             # via -r requirements/_core.in
+pip-tools==5.4.0          # via -r requirements/_dev_core.in
+pluggy==0.13.1            # via pytest
+psycopg2==2.8.6           # via -r requirements/dev_windows.in
+py7zr==0.11.0             # via -r requirements/_core.in
+py==1.9.0                 # via pytest
+pycryptodome==3.9.9       # via py7zr
+pygments==2.7.2           # via -r requirements/_dev_core.in, mkdocs-material
+pymdown-extensions==8.0.1  # via -r requirements/_dev_core.in, mkdocs-material
+pyparsing==2.4.7          # via packaging
+pyrsistent==0.17.3        # via jsonschema
+pysocks==1.7.1            # via requests
+pytest-cov==2.10.1        # via -r requirements/_dev_core.in
+pytest-subtests==0.3.2    # via schemathesis
+pytest==6.1.2             # via -r requirements/_dev_core.in, pytest-cov, pytest-subtests, schemathesis
+python-dateutil==2.8.1    # via mkdocs-macros-plugin, pandas
+python-dotenv==0.15.0     # via -r requirements/_dev_core.in
+pytz==2020.4              # via pandas
+pyyaml==5.3.1             # via -r requirements/_core.in, flasgger, mkdocs, mkdocs-macros-plugin, schemathesis
+regex==2020.11.13         # via nltk
+requests-oauthlib==1.3.0  # via tweepy
+requests[socks]==2.25.0   # via -r requirements/_core.in, curlify, requests-oauthlib, schemathesis, tweepy
+schemathesis==2.8.4       # via -r requirements/_dev_core.in
+six==1.15.0               # via flasgger, jsonschema, junit-xml, livereload, lunr, pip-tools, python-dateutil, tweepy
+sortedcontainers==2.3.0   # via hypothesis
+sqlalchemy==1.3.20        # via -r requirements/_core.in, flask-sqlalchemy
+starlette==0.13.8         # via schemathesis
+termcolor==1.1.0          # via mkdocs-macros-plugin
+texttable==1.6.3          # via py7zr
+toml==0.10.2              # via pytest
+tornado==6.1              # via livereload, mkdocs
+tqdm==4.54.1              # via nltk
+tweepy==3.9.0             # via -r requirements/_core.in
+urllib3==1.26.2           # via requests
+werkzeug==1.0.1           # via flask, schemathesis
+wtforms==2.3.3            # via flask-admin
+yarl==1.6.3               # via schemathesis
+
+# The following packages are considered to be unsafe in a requirements file:
+# pip
+# setuptools
diff --git a/requirements/prod.in b/requirements/prod.in
new file mode 100644
index 00000000..b574723c
--- /dev/null
+++ b/requirements/prod.in
@@ -0,0 +1,2 @@
+-r _core.in
+psycopg2
diff --git a/requirements/prod.txt b/requirements/prod.txt
new file mode 100644
index 00000000..4722dcc9
--- /dev/null
+++ b/requirements/prod.txt
@@ -0,0 +1,45 @@
+#
+# This file is autogenerated by pip-compile
+# To update, run:
+#
+#    pip-compile requirements/prod.in
+#
+attrs==20.3.0             # via jsonschema
+certifi==2020.12.5        # via requests
+chardet==3.0.4            # via requests
+click==7.1.2              # via -r requirements/_core.in, flask
+flasgger==0.9.5           # via -r requirements/_core.in
+flask-admin==1.5.7        # via -r requirements/_core.in
+flask-basicauth==0.2.0    # via -r requirements/_core.in
+flask-sqlalchemy==2.4.4   # via -r requirements/_core.in
+flask==1.1.2              # via -r requirements/_core.in, flasgger, flask-admin, flask-basicauth, flask-sqlalchemy
+gunicorn==20.0.4          # via -r requirements/_core.in
+idna==2.10                # via requests
+itsdangerous==1.1.0       # via flask
+jinja2==2.11.2            # via -r requirements/_core.in, flask
+jsonschema==3.2.0         # via flasgger
+markupsafe==1.1.1         # via jinja2, wtforms
+mistune==0.8.4            # via flasgger
+numpy==1.19.4             # via pandas
+oauthlib==3.1.0           # via requests-oauthlib
+pandas==1.1.4             # via -r requirements/_core.in
+psycopg2==2.8.6           # via -r requirements/prod.in
+py7zr==0.11.0             # via -r requirements/_core.in
+pycryptodome==3.9.9       # via py7zr
+pyrsistent==0.17.3        # via jsonschema
+pysocks==1.7.1            # via requests
+python-dateutil==2.8.1    # via pandas
+pytz==2020.4              # via pandas
+pyyaml==5.3.1             # via -r requirements/_core.in, flasgger
+requests-oauthlib==1.3.0  # via tweepy
+requests[socks]==2.25.0   # via -r requirements/_core.in, requests-oauthlib, tweepy
+six==1.15.0               # via flasgger, jsonschema, python-dateutil, tweepy
+sqlalchemy==1.3.20        # via -r requirements/_core.in, flask-sqlalchemy
+texttable==1.6.3          # via py7zr
+tweepy==3.9.0             # via -r requirements/_core.in
+urllib3==1.26.2           # via requests
+werkzeug==1.0.1           # via flask
+wtforms==2.3.3            # via flask-admin
+
+# The following packages are considered to be unsafe in a requirements file:
+# setuptools
diff --git a/run_unix_dev.sh b/run_unix_dev.sh
index 3c2b845b..78601d1c 100644
--- a/run_unix_dev.sh
+++ b/run_unix_dev.sh
@@ -20,7 +20,7 @@ PYEXEC=$(get_python_exec)
 # Set up virtual environment in /venv
 $PYEXEC -m venv venv
 source venv/bin/activate
-$PYEXEC -m pip install $(cat requirements.txt | grep -v "psycopg2==")
+$PYEXEC -m pip install -r requirements/dev_osx.txt
 
 # Set up and run the Flask application
 export FLASK_APP=flagging_site:create_app
diff --git a/run_windows_dev.bat b/run_windows_dev.bat
index d3be5a0f..51f60016 100644
--- a/run_windows_dev.bat
+++ b/run_windows_dev.bat
@@ -1,7 +1,7 @@
 :: change `python` to `python3` or `python3.7` as you need to.
 python -m venv venv
 call venv\Scripts\activate.bat
-python -m pip install -r requirements.txt
+python -m pip install -r requirements/dev_windows.txt
 
 set FLASK_APP=flagging_site:create_app
 set FLASK_ENV=development

From 512446b0e2f1a4efbb2ae2bfd007af551a1dcfc3 Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Tue, 8 Dec 2020 18:15:41 -0500
Subject: [PATCH 13/27] minor refactors

---
 flagging_site/app.py                          | 36 +++++++++++++
 flagging_site/blueprints/api.py               |  9 ++--
 flagging_site/blueprints/flagging.py          |  6 +--
 flagging_site/config.py                       |  4 +-
 flagging_site/data/_store/refresh.py          | 53 -------------------
 .../data/queries/define_default_options.sql   |  2 +-
 6 files changed, 46 insertions(+), 64 deletions(-)
 delete mode 100644 flagging_site/data/_store/refresh.py

diff --git a/flagging_site/app.py b/flagging_site/app.py
index caf5841a..02acf140 100644
--- a/flagging_site/app.py
+++ b/flagging_site/app.py
@@ -214,6 +214,42 @@ def update_website_command(ctx: click.Context):
             msg = tweet_current_status()
             click.echo(f'Sent out tweet: {msg!r}')
 
+    @app.cli.command('gen-mock-data')
+    def generate_mock_data():
+        """Create or update mock data.
+
+        Mock data is stored in flagging_site/data/_store. Theese offline
+        versions of the data are there for three reasons:
+
+        1. Running demo/dev version of the site without credentials.
+        2. Running demo/dev version of the site if the HOBOlink API ever breaks.
+        3. For unit-testing some functionality of the website.
+
+        This data is used for when the actual website when the `USE_MOCK_DATA`
+        config variable is True. It is useful for dev, but it should never be
+        used in production.
+        """
+        current_app.config['USE_MOCK_DATA'] = False
+
+        def _format_path(fn: str) -> str:
+            return os.path.join(current_app.config['DATA_STORE'], fn)
+
+        from .data.usgs import get_live_usgs_data
+        from .data.usgs import USGS_STATIC_FILE_NAME
+        from .data.hobolink import get_live_hobolink_data
+        from .data.hobolink import HOBOLINK_STATIC_FILE_NAME
+
+        df_hobolink = get_live_hobolink_data()
+        df_usgs = get_live_usgs_data()
+
+        fname_hobolink = _format_path(HOBOLINK_STATIC_FILE_NAME)
+        df_hobolink.to_pickle(fname_hobolink)
+        click.echo(f'Wrote HOBOlink data to {fname_hobolink!r}')
+
+        fname_usgs = _format_path(USGS_STATIC_FILE_NAME)
+        df_usgs.to_pickle(fname_usgs)
+        click.echo(f'Wrote USGS data to {fname_hobolink!r}')
+
 
 def register_misc(app: Flask):
     """For things that don't neatly fit into the other "register" functions.
diff --git a/flagging_site/blueprints/api.py b/flagging_site/blueprints/api.py
index cd393937..cf77e301 100644
--- a/flagging_site/blueprints/api.py
+++ b/flagging_site/blueprints/api.py
@@ -58,7 +58,7 @@ def model_api(reaches: List[int], hours: int) -> dict:
     return {
         'model_version': MODEL_VERSION,
         'time_returned': pd.to_datetime('today'),
-        'is_boating_season': bool(is_boating_season()),#current_app.config['BOATING_SEASON']),
+        'is_boating_season': is_boating_season(),
         'model_outputs': [
             {
                 'predictions': df.loc[
@@ -80,8 +80,8 @@ def model_api(reaches: List[int], hours: int) -> dict:
 @swag_from('predictive_model_api.yml')
 def predictive_model_api():
     """Returns JSON of the predictive model outputs."""
-    reaches = request.args.getlist('reach', type=int) or [2, 3, 4, 5]
-    hours = request.args.get('hours', type=int) or 24
+    reaches = request.args.getlist('reach', default=[2, 3, 4, 5], type=int)
+    hours = request.args.get('hours', default=24, type=int)
     return jsonify(model_api(reaches, hours))
 
 
@@ -100,7 +100,7 @@ def model_input_data_api():
     df = execute_sql('''SELECT * FROM processed_data ORDER BY time''')
 
     # Parse the hours
-    hours = request.args.get('hours', type=int) or 24
+    hours = request.args.get('hours', default=24, type=int)
     if hours > current_app.config['API_MAX_HOURS']:
         hours = current_app.config['API_MAX_HOURS']
     elif hours < 1:
@@ -153,4 +153,3 @@ def init_swagger(app: Flask):
     }
 
     Swagger(app, config=swagger_config, template=template)
-
diff --git a/flagging_site/blueprints/flagging.py b/flagging_site/blueprints/flagging.py
index 7d8098d2..06812eaa 100644
--- a/flagging_site/blueprints/flagging.py
+++ b/flagging_site/blueprints/flagging.py
@@ -110,7 +110,7 @@ def index() -> str:
     df = latest_model_outputs()
     homepage = parse_model_outputs(df)
     model_last_updated_time = df['time'].iloc[0]
-    boating_season = is_boating_season()#current_app.config['BOATING_SEASON']
+    boating_season = is_boating_season()
 
     return render_template('index.html',
                            homepage=homepage,
@@ -123,7 +123,7 @@ def about() -> str:
     return render_template('about.html')
 
 
-@bp.route('/output_model', methods=['GET'])
+@bp.route('/output_model')
 def output_model() -> str:
     """
     Retrieves data from hobolink and usgs, processes that data, and then
@@ -168,7 +168,7 @@ def flags() -> str:
     df = latest_model_outputs()
     boathouse_statuses = parse_model_outputs(df)
     model_last_updated_time = df['time'].iloc[0]
-    boating_season = is_boating_season()#current_app.config['BOATING_SEASON']
+    boating_season = is_boating_season()
 
     return render_template('flags.html',
                            boathouse_statuses=boathouse_statuses,
diff --git a/flagging_site/config.py b/flagging_site/config.py
index 3ce65124..d0416ea7 100644
--- a/flagging_site/config.py
+++ b/flagging_site/config.py
@@ -265,6 +265,6 @@ def get_config_from_env(env: str) -> Config:
     try:
         config = config_mapping[env]
     except KeyError:
-        raise KeyError('Bad config passed; the config must be production, '
-                       'development, or testing.')
+        raise KeyError('Bad config passed; the config must be in '
+                       f'{config_mapping.values()}')
     return config()
diff --git a/flagging_site/data/_store/refresh.py b/flagging_site/data/_store/refresh.py
deleted file mode 100644
index f730f6f1..00000000
--- a/flagging_site/data/_store/refresh.py
+++ /dev/null
@@ -1,53 +0,0 @@
-"""The data store contains offline versions of the data so that you can run a
-demo version of the website without the vault keys, or simply develop parts of
-the website that don't require actively updated data without having to worry.
-
-This data is used for the actual website when the `USE_MOCK_DATA` config
-variable is True. It is useful for dev, but it should never be used in
-production.
-
-This file is a CLI to refresh the data store. You can run it with:
-
-`python flagging_site/data/_store/refresh.py`
-"""
-import os
-import sys
-from typing import Optional
-import click
-
-
-DATA_STORE_PATH = os.path.dirname(__file__)
-
-@click.command()
-@click.option('--vault_password',
-              prompt=True,
-              default=lambda: os.environ.get('VAULT_PASSWORD', None))
-def refresh_data_store(vault_password: Optional[str] = None) -> None:
-    """When run, this function runs all the functions that compose the data
-    store. The app itself should not be running this function; in fact, this
-    function will raise an error if the app is turned on. This should only be
-    run from the command line or a Python console.
-    """
-    os.environ['USE_MOCK_DATA'] = 'false'
-    if vault_password:
-        os.environ['VAULT_PASSWORD'] = vault_password
-
-    from flask import current_app
-    if current_app:
-        raise Exception('The app should not be running when the data store is '
-                        'being refreshed.')
-
-    from flagging_site.data.hobolink import get_live_hobolink_data
-    from flagging_site.data.hobolink import HOBOLINK_STATIC_FILE_NAME
-    get_live_hobolink_data('code_for_boston_export_21d')\
-        .to_pickle(os.path.join(DATA_STORE_PATH, HOBOLINK_STATIC_FILE_NAME))
-
-    from flagging_site.data.usgs import get_live_usgs_data
-    from flagging_site.data.usgs import USGS_STATIC_FILE_NAME
-    get_live_usgs_data()\
-        .to_pickle(os.path.join(DATA_STORE_PATH, USGS_STATIC_FILE_NAME))
-
-
-if __name__ == '__main__':
-    sys.path.append('.')
-    refresh_data_store()
diff --git a/flagging_site/data/queries/define_default_options.sql b/flagging_site/data/queries/define_default_options.sql
index 9863638c..f550b5f9 100644
--- a/flagging_site/data/queries/define_default_options.sql
+++ b/flagging_site/data/queries/define_default_options.sql
@@ -1,4 +1,4 @@
 INSERT INTO live_website_options
     (boating_season)
 VALUES
-    ('false');
\ No newline at end of file
+    ('true');

From 5537ef1ef208f719b1a3ab9dff2a7ec8831a1a85 Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Tue, 8 Dec 2020 19:28:37 -0500
Subject: [PATCH 14/27] adapted data processing tests to support parametrized
 test cases

---
 ...link_export.csv => test_case_01_input.txt} |    0
 ...port.pickle => test_case_01_output.pickle} |  Bin
 tests/static/test_case_02_input.txt           | 6452 +++++++++++++++++
 tests/test_data.py                            |   20 +-
 4 files changed, 6469 insertions(+), 3 deletions(-)
 rename tests/static/{split_columns_hobolink_export.csv => test_case_01_input.txt} (100%)
 rename tests/static/{split_columns_hobolink_export.pickle => test_case_01_output.pickle} (100%)
 create mode 100644 tests/static/test_case_02_input.txt

diff --git a/tests/static/split_columns_hobolink_export.csv b/tests/static/test_case_01_input.txt
similarity index 100%
rename from tests/static/split_columns_hobolink_export.csv
rename to tests/static/test_case_01_input.txt
diff --git a/tests/static/split_columns_hobolink_export.pickle b/tests/static/test_case_01_output.pickle
similarity index 100%
rename from tests/static/split_columns_hobolink_export.pickle
rename to tests/static/test_case_01_output.pickle
diff --git a/tests/static/test_case_02_input.txt b/tests/static/test_case_02_input.txt
new file mode 100644
index 00000000..50ecae2b
--- /dev/null
+++ b/tests/static/test_case_02_input.txt
@@ -0,0 +1,6452 @@
+Data Format: 
+  dateTimeDelimiter: " "
+  decimalSeparator: "."
+  dataDelimiter: ","
+  dateFormat: MM/dd/yy
+  timeFormat: HH:mm:ss
+  gmtOffset: -5
+  daylightSavings: false
+
+Logger Info: 
+ - &1
+    launchDescription: "Charles River Weather Station"
+    model: RX3000
+    vendor: Onset Computer Corporation
+    serialNumber: 10764968
+    memorySize: 33554432
+    firmwareVersion: 1.15
+    firmwareVersionRaw: 0
+    deploymentNumber: 1
+Series Info: 
+  - name: "Pressure"
+    type: value
+    unitName: "inHg"
+    OMClassName: OMPressure_HWS
+    OMPartNumber: S-BPB
+    OMUnitIndex: 4
+    OMChannelType: 7
+    OMValuePattern: "#,##0.000;-#,##0.000"
+    logger: *1
+  - name: "PAR"
+    type: value
+    unitName: "uE"
+    OMClassName: OMeasurementH21
+    OMPartNumber: S-LIA
+    OMUnitIndex: 0
+    OMChannelType: 22
+    OMValuePattern: "#,##0;-#,##0"
+    logger: *1
+  - name: "Rain"
+    type: value
+    unitName: "in"
+    OMClassName: OMRain_HWS
+    OMPartNumber: S-RGA
+    OMUnitIndex: 1
+    OMChannelType: 17
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "RH"
+    type: value
+    unitName: "%"
+    OMClassName: OMRH_HWS
+    OMPartNumber: S-THB
+    OMUnitIndex: 0
+    OMChannelType: 2
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Dew Point"
+    type: value
+    unitName: "*F"
+    OMClassName: OMDewPoint_HWS
+    OMPartNumber: S-THB
+    OMUnitIndex: 1
+    OMChannelType: 6
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Wind Speed"
+    type: value
+    unitName: "mph"
+    OMClassName: OMWindWSA_HWS
+    OMPartNumber: S-WSA
+    OMUnitIndex: 2
+    OMChannelType: 16
+    OMValuePattern: "#,##0.0;-#,##0.0"
+    logger: *1
+  - name: "Gust Speed"
+    type: value
+    unitName: "mph"
+    OMClassName: OMWindWSA_HWS
+    OMPartNumber: S-WSA
+    OMUnitIndex: 2
+    OMChannelType: 16
+    OMValuePattern: "#,##0.0;-#,##0.0"
+    logger: *1
+  - name: "Wind Direction"
+    type: value
+    unitName: "*"
+    OMClassName: OMeasurementH21
+    OMPartNumber: S-WDA
+    OMUnitIndex: 0
+    OMChannelType: 20
+    OMValuePattern: "#,##0;-#,##0"
+    logger: *1
+  - name: "Water Temp"
+    type: value
+    unitName: "*F"
+    OMClassName: OMeasurementH21
+    OMPartNumber: S-TMB
+    OMUnitIndex: 0
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Temperature"
+    type: value
+    unitName: "*F"
+    OMClassName: OMTemp12bit_HWS
+    OMPartNumber: S-THB
+    OMUnitIndex: 1
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Water Temp"
+    type: value
+    unitName: "*F"
+    OMClassName: OMeasurementH21
+    OMPartNumber: S-TMB
+    OMUnitIndex: 0
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Temperature"
+    type: value
+    unitName: "*F"
+    OMClassName: OMTemp12bit_HWS
+    OMPartNumber: S-THB
+    OMUnitIndex: 1
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Wind Direction"
+    type: value
+    unitName: "*"
+    OMClassName: OMeasurementH21
+    OMPartNumber: S-WDA
+    OMUnitIndex: 0
+    OMChannelType: 20
+    OMValuePattern: "#,##0;-#,##0"
+    logger: *1
+  - name: "Dew Point"
+    type: value
+    unitName: "*F"
+    OMClassName: OMDewPoint_HWS
+    OMPartNumber: S-THB
+    OMUnitIndex: 1
+    OMChannelType: 6
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Dew Point"
+    type: value
+    unitName: "*F"
+    OMClassName: OMDewPoint_HWS
+    OMPartNumber: S-THB
+    OMUnitIndex: 1
+    OMChannelType: 6
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Water Temp"
+    type: value
+    unitName: "*F"
+    OMClassName: OMeasurementH21
+    OMPartNumber: S-TMB
+    OMUnitIndex: 0
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Temperature"
+    type: value
+    unitName: "*F"
+    OMClassName: OMTemp12bit_HWS
+    OMPartNumber: S-THB
+    OMUnitIndex: 1
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Wind Direction"
+    type: value
+    unitName: "*"
+    OMClassName: OMeasurementH21
+    OMPartNumber: S-WDA
+    OMUnitIndex: 0
+    OMChannelType: 20
+    OMValuePattern: "#,##0;-#,##0"
+    logger: *1
+  - name: "Dew Point"
+    type: value
+    unitName: "*F"
+    OMClassName: OMDewPoint_HWS
+    OMPartNumber: S-THB
+    OMUnitIndex: 1
+    OMChannelType: 6
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Temperature"
+    type: value
+    unitName: "*F"
+    OMClassName: OMTemp12bit_HWS
+    OMPartNumber: S-THB
+    OMUnitIndex: 1
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Temperature"
+    type: value
+    unitName: "*F"
+    OMClassName: OMeasurementH21
+    OMPartNumber: S-THB
+    OMUnitIndex: 0
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Wind Speed"
+    type: value
+    unitName: "mph"
+    OMClassName: OMWindWSA_HWS
+    OMPartNumber: S-WSA
+    OMUnitIndex: 2
+    OMChannelType: 16
+    OMValuePattern: "#,##0.0;-#,##0.0"
+    logger: *1
+  - name: "Water Temp"
+    type: value
+    unitName: "*F"
+    OMClassName: OMeasurementH21
+    OMPartNumber: S-TMB
+    OMUnitIndex: 0
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Temperature"
+    type: value
+    unitName: "*F"
+    OMClassName: OMTemp12bit_HWS
+    OMPartNumber: S-TMB
+    OMUnitIndex: 1
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Temperature"
+    type: value
+    unitName: "*F"
+    OMClassName: OMTemp12bit_HWS
+    OMPartNumber: S-TMB
+    OMUnitIndex: 1
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Water Temp"
+    type: value
+    unitName: "*F"
+    OMClassName: OMeasurementH21
+    OMPartNumber: S-TMB
+    OMUnitIndex: 0
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Air Temp"
+    type: value
+    unitName: "*F"
+    OMClassName: OMeasurementH21
+    OMPartNumber: S-THB
+    OMUnitIndex: 0
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Wind Direction"
+    type: value
+    unitName: "*"
+    OMClassName: OMeasurementH21
+    OMPartNumber: S-WDA
+    OMUnitIndex: 0
+    OMChannelType: 20
+    OMValuePattern: "#,##0;-#,##0"
+    logger: *1
+  - name: "Dew Point"
+    type: value
+    unitName: "*F"
+    OMClassName: OMDewPoint_HWS
+    OMPartNumber: S-THB
+    OMUnitIndex: 1
+    OMChannelType: 6
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Battery"
+    type: value
+    unitName: "V"
+    OMClassName: OMeasurementH21
+    OMPartNumber: RX3000 BATTERY
+    OMUnitIndex: 0
+    OMChannelType: 4
+    OMValuePattern: "#,##0.000;-#,##0.000"
+    logger: *1
+  - name: "Water Temp"
+    type: value
+    unitName: "*F"
+    OMClassName: OMeasurementH21
+    OMPartNumber: S-TMB
+    OMUnitIndex: 0
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Air Temp"
+    type: value
+    unitName: "*F"
+    OMClassName: OMeasurementH21
+    OMPartNumber: S-THB
+    OMUnitIndex: 0
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Temperature"
+    type: value
+    unitName: "*F"
+    OMClassName: OMTemp12bit_HWS
+    OMPartNumber: S-TMB
+    OMUnitIndex: 1
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Dew Point"
+    type: value
+    unitName: "*F"
+    OMClassName: OMDewPoint_HWS
+    OMPartNumber: S-THB
+    OMUnitIndex: 1
+    OMChannelType: 6
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Wind Direction"
+    type: value
+    unitName: "*"
+    OMClassName: OMeasurementH21
+    OMPartNumber: S-WDA
+    OMUnitIndex: 0
+    OMChannelType: 20
+    OMValuePattern: "#,##0;-#,##0"
+    logger: *1
+  - name: "Gust Speed"
+    type: value
+    unitName: "mph"
+    OMClassName: OMWindWSA_HWS
+    OMPartNumber: S-WSA
+    OMUnitIndex: 2
+    OMChannelType: 16
+    OMValuePattern: "#,##0.0;-#,##0.0"
+    logger: *1
+  - name: "Wind Speed"
+    type: value
+    unitName: "mph"
+    OMClassName: OMWindWSA_HWS
+    OMPartNumber: S-WSA
+    OMUnitIndex: 2
+    OMChannelType: 16
+    OMValuePattern: "#,##0.0;-#,##0.0"
+    logger: *1
+  - name: "RH"
+    type: value
+    unitName: "%"
+    OMClassName: OMRH_HWS
+    OMPartNumber: S-THB
+    OMUnitIndex: 0
+    OMChannelType: 2
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Temperature"
+    type: value
+    unitName: "*F"
+    OMClassName: OMTemp12bit_HWS
+    OMPartNumber: S-THB
+    OMUnitIndex: 1
+    OMChannelType: 1
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "Rain"
+    type: value
+    unitName: "in"
+    OMClassName: OMRain_HWS
+    OMPartNumber: S-RGA
+    OMUnitIndex: 1
+    OMChannelType: 17
+    OMValuePattern: "#,##0.00;-#,##0.00"
+    logger: *1
+  - name: "PAR"
+    type: value
+    unitName: "uE"
+    OMClassName: OMeasurementH21
+    OMPartNumber: S-LIA
+    OMUnitIndex: 0
+    OMChannelType: 22
+    OMValuePattern: "#,##0;-#,##0"
+    logger: *1
+  - name: "Pressure"
+    type: value
+    unitName: "inHg"
+    OMClassName: OMPressure_HWS
+    OMPartNumber: S-BPB
+    OMUnitIndex: 4
+    OMChannelType: 7
+    OMValuePattern: "#,##0.000;-#,##0.000"
+    logger: *1
+  - name: "Battery"
+    type: value
+    unitName: "V"
+    OMClassName: OMeasurementH21
+    OMPartNumber: RX3000 BATTERY
+    OMUnitIndex: 0
+    OMChannelType: 4
+    OMValuePattern: "#,##0.000;-#,##0.000"
+    logger: *1
+------------
+"#","Time, GMT-05:00","Pressure, inHg, Charles River Weather Station","PAR, uE, Charles River Weather Station","Rain, in, Charles River Weather Station","RH, %, Charles River Weather Station","DewPt, *F, Charles River Weather Station","Wind Speed, mph, Charles River Weather Station","Gust Speed, mph, Charles River Weather Station","Wind Dir, *, Charles River Weather Station","Water Temp, *F, Charles River Weather Station","Temp, *F, Charles River Weather Station Air Temp","Water Temp, *F, Charles River Weather Station","Temp, *F, Charles River Weather Station Air Temp","Wind Dir, *, Charles River Weather Station","DewPt, *F, Charles River Weather Station","DewPt, *F, Charles River Weather Station","Water Temp, *F, Charles River Weather Station","Temp, *F, Charles River Weather Station Air Temp","Wind Dir, *, Charles River Weather Station","DewPt, *F, Charles River Weather Station","Temp, *F, Charles River Weather Station Air Temp","Temp, *F, Charles River Weather Station","Wind Speed, mph, Charles River Weather Station LABEL TEST","Water Temp, *F, Charles River Weather Station","Temp, *F, Charles River Weather Station Water Temp","Temp, *F, Charles River Weather Station","Water Temp, *F, Charles River Weather Station","Air Temp, *F, Charles River Weather Station","Wind Dir, *, Charles River Weather Station","DewPt, *F, Charles River Weather Station","Batt, V, Charles River Weather Station","Water Temp, *F, CB Weather Station","Air Temp, *F, CB Weather Station","Temp, *F, CB Weather Station","DewPt, *F, CB Weather Station","Wind Dir, *, CB Weather Station","Gust Speed, mph, CB Weather Station","Wind Speed, mph, CB Weather Station","RH, %, CB Weather Station","Temp, *F, CB Weather Station","Rain, in, CB Weather Station","PAR, uE, CB Weather Station","Pressure, inHg, CB Weather Station","Batt, V, CB Weather Station"
+1,11/03/20 20:35:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.266,,,,,,,,,,,,,
+2,11/03/20 20:40:00,30.308,1.0,0.0,56.0,,0.0,0.0,,,,-143.47,35.44,354.0,21.32,,,,,,,,,,,,,,,,4.274,,,,,,,,,,,,,
+3,11/03/20 20:45:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.275,,,,,,,,,,,,,
+4,11/03/20 20:50:00,30.32,1.0,0.0,57.5,,0.0,0.0,,,,-143.47,35.44,347.0,21.94,,,,,,,,,,,,,,,,4.2780000000000005,,,,,,,,,,,,,
+5,11/03/20 20:55:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.269,,,,,,,,,,,,,
+6,11/03/20 21:00:00,30.311,1.0,0.0,56.300000000000004,,0.0,0.0,,,,-143.47,35.01,11.0,21.04,,,,,,,,,,,,,,,,4.26,,,,,,,,,,,,,
+7,11/03/20 21:05:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.2620000000000005,,,,,,,,,,,,,
+8,11/03/20 21:10:00,30.32,1.0,0.0,56.300000000000004,,0.0,0.0,,,,-143.47,35.01,358.0,21.04,,,,,,,,,,,,,,,,4.268,,,,,,,,,,,,,
+9,11/03/20 21:15:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.271,,,,,,,,,,,,,
+10,11/03/20 21:20:00,30.326,1.0,0.0,55.7,,0.0,0.0,,,,-143.47,34.96,351.0,20.740000000000002,,,,,,,,,,,,,,,,4.272,,,,,,,,,,,,,
+11,11/03/20 21:25:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.265,,,,,,,,,,,,,
+12,11/03/20 21:30:00,30.335,1.0,0.0,56.9,,0.0,0.0,,,,-143.47,34.86,351.0,21.150000000000002,,,,,,,,,,,,,,,,4.2540000000000004,,,,,,,,,,,,,
+13,11/03/20 21:35:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.257,,,,,,,,,,,,,
+14,11/03/20 21:40:00,30.338,1.0,0.0,58.2,,0.0,0.0,,,,-143.47,34.910000000000004,0.0,21.73,,,,,,,,,,,,,,,,4.2620000000000005,,,,,,,,,,,,,
+15,11/03/20 21:45:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.266,,,,,,,,,,,,,
+16,11/03/20 21:50:00,30.338,1.0,0.0,58.9,,0.0,0.0,,,,-143.47,34.910000000000004,0.0,22.01,,,,,,,,,,,,,,,,4.268,,,,,,,,,,,,,
+17,11/03/20 21:55:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.256,,,,,,,,,,,,,
+18,11/03/20 22:00:00,30.344,1.0,0.0,57.6,,0.0,0.0,,,,-143.47,35.01,354.0,21.57,,,,,,,,,,,,,,,,4.247,,,,,,,,,,,,,
+19,11/03/20 22:05:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.248,,,,,,,,,,,,,
+20,11/03/20 22:10:00,30.358,1.0,0.0,57.6,,0.0,0.0,,,,-143.47,34.96,1.0,21.53,,,,,,,,,,,,,,,,4.256,,,,,,,,,,,,,
+21,11/03/20 22:15:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.26,,,,,,,,,,,,,
+22,11/03/20 22:20:00,30.344,1.0,0.0,57.7,,0.0,0.0,,,,-143.47,34.71,3.0,21.34,,,,,,,,,,,,,,,,4.2620000000000005,,,,,,,,,,,,,
+23,11/03/20 22:25:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.25,,,,,,,,,,,,,
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+5962,11/24/20 13:20:00,30.246000000000002,649.0,0.0,47.7,,0.0,0.0,,,,-143.47,42.89,306.0,24.43,,,,,,,,,,,,,,,,4.436,,,,,,,,,,,,,
+5963,11/24/20 13:25:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.453,,,,,,,,,,,,,
+5964,11/24/20 13:30:00,30.246000000000002,616.0,0.0,46.800000000000004,,0.0,0.0,,,,-143.47,43.35,306.0,24.39,,,,,,,,,,,,,,,,4.4270000000000005,,,,,,,,,,,,,
+5965,11/24/20 13:35:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.408,,,,,,,,,,,,,
+5966,11/24/20 13:40:00,30.255,581.0,0.0,46.7,,0.0,0.0,,,,-143.47,43.53,307.0,24.51,,,,,,,,,,,,,,,,4.388,,,,,,,,,,,,,
+5967,11/24/20 13:45:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.4030000000000005,,,,,,,,,,,,,
+5968,11/24/20 13:50:00,30.243000000000002,539.0,0.0,49.300000000000004,,0.0,0.0,,,,-143.47,43.17,289.0,25.47,,,,,,,,,,,,,,,,4.442,,,,,,,,,,,,,
+5969,11/24/20 13:55:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.453,,,,,,,,,,,,,
+5970,11/24/20 14:00:00,30.246000000000002,496.0,0.0,48.6,,0.0,0.0,,,,-143.47,43.12,279.0,25.09,,,,,,,,,,,,,,,,4.4270000000000005,,,,,,,,,,,,,
+5971,11/24/20 14:05:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.406,,,,,,,,,,,,,
+5972,11/24/20 14:10:00,30.261,461.0,0.0,46.5,,0.0,0.0,,,,-143.47,44.04,296.0,24.87,,,,,,,,,,,,,,,,4.391,,,,,,,,,,,,,
+5973,11/24/20 14:15:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.4,,,,,,,,,,,,,
+5974,11/24/20 14:20:00,30.261,419.0,0.0,46.2,,0.0,0.0,,,,-143.47,44.36,306.0,25.0,,,,,,,,,,,,,,,,4.432,,,,,,,,,,,,,
+5975,11/24/20 14:25:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.453,,,,,,,,,,,,,
+5976,11/24/20 14:30:00,30.267,349.0,0.0,46.4,,0.0,0.0,,,,-143.47,43.94,319.0,24.73,,,,,,,,,,,,,,,,4.4350000000000005,,,,,,,,,,,,,
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+5978,11/24/20 14:40:00,30.276,329.0,0.0,45.300000000000004,,0.0,0.0,,,,-143.47,43.94,310.0,24.16,,,,,,,,,,,,,,,,4.391,,,,,,,,,,,,,
+5979,11/24/20 14:45:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.4,,,,,,,,,,,,,
+5980,11/24/20 14:50:00,30.273,316.0,0.0,45.1,,0.0,0.0,,,,-143.47,44.4,331.0,24.47,,,,,,,,,,,,,,,,4.43,,,,,,,,,,,,,
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+5982,11/24/20 15:00:00,30.279,224.0,0.0,42.2,,0.0,0.0,,,,-143.47,43.67,341.0,22.22,,,,,,,,,,,,,,,,4.4350000000000005,,,,,,,,,,,,,
+5983,11/24/20 15:05:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.408,,,,,,,,,,,,,
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+5985,11/24/20 15:15:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.4030000000000005,,,,,,,,,,,,,
+5986,11/24/20 15:20:00,30.284,144.0,0.0,43.9,,0.0,0.0,,,,-143.47,44.13,327.0,23.580000000000002,,,,,,,,,,,,,,,,4.433,,,,,,,,,,,,,
+5987,11/24/20 15:25:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.453,,,,,,,,,,,,,
+5988,11/24/20 15:30:00,30.29,104.0,0.0,43.7,,0.0,0.0,,,,-143.47,43.99,327.0,23.34,,,,,,,,,,,,,,,,4.43,,,,,,,,,,,,,
+5989,11/24/20 15:35:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.409,,,,,,,,,,,,,
+5990,11/24/20 15:40:00,30.302,74.0,0.0,43.0,,0.0,0.0,,,,-143.47,43.49,307.0,22.5,,,,,,,,,,,,,,,,4.389,,,,,,,,,,,,,
+5991,11/24/20 15:45:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.392,,,,,,,,,,,,,
+5992,11/24/20 15:50:00,30.305,54.0,0.0,42.300000000000004,,0.0,0.0,,,,-143.47,43.26,348.0,21.91,,,,,,,,,,,,,,,,4.42,,,,,,,,,,,,,
+5993,11/24/20 15:55:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.447,,,,,,,,,,,,,
+5994,11/24/20 16:00:00,30.32,34.0,0.0,44.1,,0.0,0.0,,,,-143.47,42.71,0.0,22.39,,,,,,,,,,,,,,,,4.439,,,,,,,,,,,,,
+5995,11/24/20 16:05:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.418,,,,,,,,,,,,,
+5996,11/24/20 16:10:00,30.323,16.0,0.0,43.300000000000004,,0.0,0.0,,,,-143.47,42.29,358.0,21.580000000000002,,,,,,,,,,,,,,,,4.392,,,,,,,,,,,,,
+5997,11/24/20 16:15:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.37,,,,,,,,,,,,,
+5998,11/24/20 16:20:00,30.326,6.0,0.0,44.1,,0.0,0.0,,,,-143.47,42.11,357.0,21.85,,,,,,,,,,,,,,,,4.3500000000000005,,,,,,,,,,,,,
+5999,11/24/20 16:25:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.355,,,,,,,,,,,,,
+6000,11/24/20 16:30:00,30.332,1.0,0.0,43.7,,0.0,0.0,,,,-143.47,41.88,3.0,21.42,,,,,,,,,,,,,,,,4.353,,,,,,,,,,,,,
+6001,11/24/20 16:35:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.349,,,,,,,,,,,,,
+6002,11/24/20 16:40:00,30.338,1.0,0.0,45.1,,0.0,0.0,,,,-143.47,41.69,4.0,22.0,,,,,,,,,,,,,,,,4.341,,,,,,,,,,,,,
+6003,11/24/20 16:45:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.325,,,,,,,,,,,,,
+6004,11/24/20 16:50:00,30.341,1.0,0.0,46.0,,0.0,0.0,,,,-143.47,41.550000000000004,7.0,22.34,,,,,,,,,,,,,,,,4.316,,,,,,,,,,,,,
+6005,11/24/20 16:55:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.325,,,,,,,,,,,,,
+6006,11/24/20 17:00:00,30.349,1.0,0.0,42.7,,0.0,0.0,,,,-143.47,41.18,358.0,20.25,,,,,,,,,,,,,,,,4.3260000000000005,,,,,,,,,,,,,
+6007,11/24/20 17:05:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.3260000000000005,,,,,,,,,,,,,
+6008,11/24/20 17:10:00,30.355,1.0,0.0,44.2,,0.0,0.0,,,,-143.47,41.04,355.0,20.93,,,,,,,,,,,,,,,,4.317,,,,,,,,,,,,,
+6009,11/24/20 17:15:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.307,,,,,,,,,,,,,
+6010,11/24/20 17:20:00,30.361,1.0,0.0,44.800000000000004,,0.0,0.0,,,,-143.47,40.81,352.0,21.03,,,,,,,,,,,,,,,,4.3020000000000005,,,,,,,,,,,,,
+6011,11/24/20 17:25:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.3100000000000005,,,,,,,,,,,,,
+6012,11/24/20 17:30:00,30.364,1.0,0.0,43.800000000000004,,0.0,0.0,,,,-143.47,40.58,351.0,20.29,,,,,,,,,,,,,,,,4.313,,,,,,,,,,,,,
+6013,11/24/20 17:35:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.313,,,,,,,,,,,,,
+6014,11/24/20 17:40:00,30.358,1.0,0.0,44.2,,0.0,0.0,,,,-143.47,40.300000000000004,351.0,20.25,,,,,,,,,,,,,,,,4.305,,,,,,,,,,,,,
+6015,11/24/20 17:45:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.295,,,,,,,,,,,,,
+6016,11/24/20 17:50:00,30.373,1.0,0.0,45.0,,0.0,0.0,,,,-143.47,40.160000000000004,0.0,20.54,,,,,,,,,,,,,,,,4.287,,,,,,,,,,,,,
+6017,11/24/20 17:55:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.299,,,,,,,,,,,,,
+6018,11/24/20 18:00:00,30.373,1.0,0.0,45.5,,0.0,0.0,,,,-143.47,40.11,341.0,20.76,,,,,,,,,,,,,,,,4.304,,,,,,,,,,,,,
+6019,11/24/20 18:05:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.305,,,,,,,,,,,,,
+6020,11/24/20 18:10:00,30.382,1.0,0.0,45.1,,0.0,0.0,,,,-143.47,39.74,351.0,20.21,,,,,,,,,,,,,,,,4.299,,,,,,,,,,,,,
+6021,11/24/20 18:15:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.287,,,,,,,,,,,,,
+6022,11/24/20 18:20:00,30.394000000000002,1.0,0.0,45.5,,0.0,0.0,,,,-143.47,39.5,4.0,20.2,,,,,,,,,,,,,,,,4.283,,,,,,,,,,,,,
+6023,11/24/20 18:25:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.293,,,,,,,,,,,,,
+6024,11/24/20 18:30:00,30.391000000000002,1.0,0.0,46.7,,0.0,0.0,,,,-143.47,39.31,340.0,20.64,,,,,,,,,,,,,,,,4.296,,,,,,,,,,,,,
+6025,11/24/20 18:35:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.298,,,,,,,,,,,,,
+6026,11/24/20 18:40:00,30.403000000000002,1.0,0.0,47.300000000000004,,0.0,0.0,,,,-143.47,38.79,351.0,20.46,,,,,,,,,,,,,,,,4.295,,,,,,,,,,,,,
+6027,11/24/20 18:45:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.283,,,,,,,,,,,,,
+6028,11/24/20 18:50:00,30.400000000000002,1.0,0.0,48.9,,0.0,0.0,,,,-143.47,38.56,0.0,21.03,,,,,,,,,,,,,,,,4.277,,,,,,,,,,,,,
+6029,11/24/20 18:55:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.287,,,,,,,,,,,,,
+6030,11/24/20 19:00:00,30.406000000000002,1.0,0.0,49.7,,0.0,0.0,,,,-143.47,38.18,358.0,21.06,,,,,,,,,,,,,,,,4.292,,,,,,,,,,,,,
+6031,11/24/20 19:05:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.293,,,,,,,,,,,,,
+6032,11/24/20 19:10:00,30.409,1.0,0.0,50.300000000000004,,0.0,0.0,,,,-143.47,37.800000000000004,355.0,20.990000000000002,,,,,,,,,,,,,,,,4.284,,,,,,,,,,,,,
+6033,11/24/20 19:15:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.275,,,,,,,,,,,,,
+6034,11/24/20 19:20:00,30.417,1.0,0.0,51.5,,0.0,0.0,,,,-143.47,37.61,3.0,21.37,,,,,,,,,,,,,,,,4.272,,,,,,,,,,,,,
+6035,11/24/20 19:25:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.281,,,,,,,,,,,,,
+6036,11/24/20 19:30:00,30.417,1.0,0.0,51.0,,0.0,0.0,,,,-143.47,37.13,10.0,20.69,,,,,,,,,,,,,,,,4.2860000000000005,,,,,,,,,,,,,
+6037,11/24/20 19:35:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.287,,,,,,,,,,,,,
+6038,11/24/20 19:40:00,30.426000000000002,1.0,0.0,52.9,,0.0,0.0,,,,-143.47,36.99,350.0,21.42,,,,,,,,,,,,,,,,4.2780000000000005,,,,,,,,,,,,,
+6039,11/24/20 19:45:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.269,,,,,,,,,,,,,
+6040,11/24/20 19:50:00,30.429000000000002,1.0,0.0,54.0,,0.0,0.0,,,,-143.47,36.7,10.0,21.64,,,,,,,,,,,,,,,,4.2620000000000005,,,,,,,,,,,,,
+6041,11/24/20 19:55:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.277,,,,,,,,,,,,,
+6042,11/24/20 20:00:00,30.426000000000002,1.0,0.0,52.300000000000004,,0.0,0.0,,,,-143.47,35.980000000000004,20.0,20.21,,,,,,,,,,,,,,,,4.28,,,,,,,,,,,,,
+6043,11/24/20 20:05:00,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.281,,,,,,,,,,,,,
diff --git a/tests/test_data.py b/tests/test_data.py
index dd0c979b..5c24cbc0 100644
--- a/tests/test_data.py
+++ b/tests/test_data.py
@@ -2,6 +2,8 @@
 import pandas as pd
 import pickle
 
+import pytest
+
 from flagging_site.data import hobolink
 from flagging_site.data.hobolink import get_live_hobolink_data
 from flagging_site.data.usgs import get_live_usgs_data
@@ -23,16 +25,28 @@ def test_usgs_data_is_recent(app):
         assert time_difference < pd.Timedelta(hours=2)
 
 
-def test_hobolink_handles_erroneous_csv(app, monkeypatch):
+@pytest.mark.parametrize(
+    ('input_data', 'expected_output_data'),
+    [
+        ('test_case_01_input.txt', 'test_case_01_output.pickle'),
+        # ('test_case_02_input.txt', 'test_case_02_output.pickle'),
+    ]
+)
+def test_hobolink_handles_erroneous_csv(
+        input_data,
+        expected_output_data,
+        app,
+        monkeypatch
+):
     """
     Tests that the code supports when Hobolink erroneously returns
     a CSV where some column headers are repeated and only one contains
     the actual data.
     """
-    with io.open('tests/static/split_columns_hobolink_export.pickle', 'rb') as f:
+    with io.open(input_data, 'r') as f:
         expected_dataframe = pickle.load(f)
 
-    with io.open('tests/static/split_columns_hobolink_export.csv', 'r') as f:
+    with io.open(expected_output_data, 'r') as f:
         csv_text = f.read()
 
     class MockHobolinkResponse:

From e744ef2070e41a3666dc5480f0a554833ab4b0e9 Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Tue, 8 Dec 2020 20:09:56 -0500
Subject: [PATCH 15/27] Added retry stuff

---
 flagging_site/data/hobolink.py |  9 +++++++--
 flagging_site/data/usgs.py     | 11 ++++++++---
 requirements/_core.in          |  1 +
 requirements/dev_osx.txt       |  3 ++-
 requirements/dev_windows.txt   |  3 ++-
 requirements/prod.txt          |  3 ++-
 6 files changed, 22 insertions(+), 8 deletions(-)

diff --git a/flagging_site/data/hobolink.py b/flagging_site/data/hobolink.py
index dd641999..12087f50 100644
--- a/flagging_site/data/hobolink.py
+++ b/flagging_site/data/hobolink.py
@@ -8,6 +8,9 @@
 import pandas as pd
 from flask import abort
 from flask import current_app
+from tenacity import retry
+from tenacity import wait_fixed
+from tenacity import stop_after_attempt
 
 # Constants
 
@@ -32,6 +35,7 @@
 # ~ ~ ~ ~
 
 
+@retry(wait=wait_fixed(1), stop=stop_after_attempt(3))
 def get_live_hobolink_data(
         export_name: str = DEFAULT_HOBOLINK_EXPORT_NAME
 ) -> pd.DataFrame:
@@ -78,8 +82,9 @@ def request_to_hobolink(
     # handle HOBOLINK errors by checking HTTP status code
     # status codes in 400's are client errors, in 500's are server errors
     if res.status_code // 100 in [4, 5]:
-        error_message = "link has failed with error # " + str(res.status_code)
-        return abort(res.status_code, error_message)
+        error_msg = 'API request to the HOBOlink endpoint failed with status ' \
+                    f'code {res.status_code}.'
+        abort(res.status_code, error_msg)
     return res
 
 
diff --git a/flagging_site/data/usgs.py b/flagging_site/data/usgs.py
index 6217b490..3f2c38ca 100644
--- a/flagging_site/data/usgs.py
+++ b/flagging_site/data/usgs.py
@@ -10,6 +10,9 @@
 import requests
 from flask import abort
 from flask import current_app
+from tenacity import retry
+from tenacity import wait_fixed
+from tenacity import stop_after_attempt
 
 # Constants
 USGS_URL = 'https://waterdata.usgs.gov/nwis/uv'
@@ -18,6 +21,7 @@
 # ~ ~ ~ ~
 
 
+@retry(wait=wait_fixed(1), stop=stop_after_attempt(3))
 def get_live_usgs_data(days_ago: int = 5) -> pd.DataFrame:
     """This function runs through the whole process for retrieving data from
     usgs: first we perform the request, and then we parse the data.
@@ -39,7 +43,8 @@ def get_live_usgs_data(days_ago: int = 5) -> pd.DataFrame:
 def request_to_usgs(days_ago: int = 5) -> requests.models.Response:
     """Get a request from the USGS.
 
-
+    Args:
+        days_ago: (int) Number of days of data to get.
 
     Returns:
         Request Response containing the data from the request.
@@ -55,8 +60,8 @@ def request_to_usgs(days_ago: int = 5) -> requests.models.Response:
 
     res = requests.get(USGS_URL, params=payload)
     if res.status_code // 100 in [4, 5]:
-        error_msg = 'API request to the USGS endpoint failed with status code '\
-                    + str(res.status_code)
+        error_msg = 'API request to the USGS endpoint failed with status ' \
+                    f'code {res.status_code}.'
         abort(res.status_code, error_msg)
     return res
 
diff --git a/requirements/_core.in b/requirements/_core.in
index 2fb871b3..bb9e0da5 100644
--- a/requirements/_core.in
+++ b/requirements/_core.in
@@ -11,4 +11,5 @@ py7zr
 PyYAML
 requests
 SQLAlchemy
+tenacity
 tweepy
diff --git a/requirements/dev_osx.txt b/requirements/dev_osx.txt
index a8242dd1..4312b602 100644
--- a/requirements/dev_osx.txt
+++ b/requirements/dev_osx.txt
@@ -66,10 +66,11 @@ regex==2020.11.13         # via nltk
 requests-oauthlib==1.3.0  # via tweepy
 requests[socks]==2.25.0   # via -r requirements/_core.in, curlify, requests-oauthlib, schemathesis, tweepy
 schemathesis==2.8.4       # via -r requirements/_dev_core.in
-six==1.15.0               # via flasgger, jsonschema, junit-xml, livereload, lunr, pip-tools, python-dateutil, tweepy
+six==1.15.0               # via flasgger, jsonschema, junit-xml, livereload, lunr, pip-tools, python-dateutil, tenacity, tweepy
 sortedcontainers==2.3.0   # via hypothesis
 sqlalchemy==1.3.20        # via -r requirements/_core.in, flask-sqlalchemy
 starlette==0.13.8         # via schemathesis
+tenacity==6.2.0           # via -r requirements/_core.in
 termcolor==1.1.0          # via mkdocs-macros-plugin
 texttable==1.6.3          # via py7zr
 toml==0.10.2              # via pytest
diff --git a/requirements/dev_windows.txt b/requirements/dev_windows.txt
index f035269b..e950f6eb 100644
--- a/requirements/dev_windows.txt
+++ b/requirements/dev_windows.txt
@@ -66,10 +66,11 @@ regex==2020.11.13         # via nltk
 requests-oauthlib==1.3.0  # via tweepy
 requests[socks]==2.25.0   # via -r requirements/_core.in, curlify, requests-oauthlib, schemathesis, tweepy
 schemathesis==2.8.4       # via -r requirements/_dev_core.in
-six==1.15.0               # via flasgger, jsonschema, junit-xml, livereload, lunr, pip-tools, python-dateutil, tweepy
+six==1.15.0               # via flasgger, jsonschema, junit-xml, livereload, lunr, pip-tools, python-dateutil, tenacity, tweepy
 sortedcontainers==2.3.0   # via hypothesis
 sqlalchemy==1.3.20        # via -r requirements/_core.in, flask-sqlalchemy
 starlette==0.13.8         # via schemathesis
+tenacity==6.2.0           # via -r requirements/_core.in
 termcolor==1.1.0          # via mkdocs-macros-plugin
 texttable==1.6.3          # via py7zr
 toml==0.10.2              # via pytest
diff --git a/requirements/prod.txt b/requirements/prod.txt
index 4722dcc9..ca076e60 100644
--- a/requirements/prod.txt
+++ b/requirements/prod.txt
@@ -33,8 +33,9 @@ pytz==2020.4              # via pandas
 pyyaml==5.3.1             # via -r requirements/_core.in, flasgger
 requests-oauthlib==1.3.0  # via tweepy
 requests[socks]==2.25.0   # via -r requirements/_core.in, requests-oauthlib, tweepy
-six==1.15.0               # via flasgger, jsonschema, python-dateutil, tweepy
+six==1.15.0               # via flasgger, jsonschema, python-dateutil, tenacity, tweepy
 sqlalchemy==1.3.20        # via -r requirements/_core.in, flask-sqlalchemy
+tenacity==6.2.0           # via -r requirements/_core.in
 texttable==1.6.3          # via py7zr
 tweepy==3.9.0             # via -r requirements/_core.in
 urllib3==1.26.2           # via requests

From c8c126a17068e301f095136dadaf77c97816ea57 Mon Sep 17 00:00:00 2001
From: arutfield <36383013+arutfield@users.noreply.github.com>
Date: Tue, 8 Dec 2020 20:24:59 -0500
Subject: [PATCH 16/27] added flagging message to live website options

---
 flagging_site/data/live_website_options.py            | 9 ++++++++-
 flagging_site/data/queries/define_default_options.sql | 4 ++--
 2 files changed, 10 insertions(+), 3 deletions(-)

diff --git a/flagging_site/data/live_website_options.py b/flagging_site/data/live_website_options.py
index fa0c5ecb..2dae15d8 100644
--- a/flagging_site/data/live_website_options.py
+++ b/flagging_site/data/live_website_options.py
@@ -6,7 +6,7 @@
 class LiveWebsiteOptions(db.Model):
     __tablename__ = 'live_website_options'
     boating_season = db.Column(db.String, default=True, primary_key=True)
-
+    flagging_message = db.Column(db.VARCHAR(32767), default=True)
 
 class LiveWebsiteOptionsModelView(ModelView):
     can_create = False
@@ -19,6 +19,13 @@ class LiveWebsiteOptionsModelView(ModelView):
         ]
     }
 
+    form_widget_args = {
+        'description': {
+            'rows': 20,
+            'style': 'color: black'
+        }
+    }
+
 
 def is_boating_season():
     a = LiveWebsiteOptions.query.first()
diff --git a/flagging_site/data/queries/define_default_options.sql b/flagging_site/data/queries/define_default_options.sql
index 9863638c..7e8c7fb1 100644
--- a/flagging_site/data/queries/define_default_options.sql
+++ b/flagging_site/data/queries/define_default_options.sql
@@ -1,4 +1,4 @@
 INSERT INTO live_website_options
-    (boating_season)
+    (boating_season, flagging_message)
 VALUES
-    ('false');
\ No newline at end of file
+    ('false', NULL);
\ No newline at end of file

From a3244408e9f3e17653ca3756e072ee703f720ec0 Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Tue, 8 Dec 2020 20:37:03 -0500
Subject: [PATCH 17/27] updated test cases and whatnot

---
 flagging_site/blueprints/api.py          |   5 +++--
 requirements/_dev_core.in                |   1 +
 tests/static/test_case_01_output.feather | Bin 0 -> 60306 bytes
 tests/test_data.py                       |  19 ++++++++++++-------
 4 files changed, 16 insertions(+), 9 deletions(-)
 create mode 100644 tests/static/test_case_01_output.feather

diff --git a/flagging_site/blueprints/api.py b/flagging_site/blueprints/api.py
index cf77e301..cdfb0b96 100644
--- a/flagging_site/blueprints/api.py
+++ b/flagging_site/blueprints/api.py
@@ -58,7 +58,8 @@ def model_api(reaches: List[int], hours: int) -> dict:
     return {
         'model_version': MODEL_VERSION,
         'time_returned': pd.to_datetime('today'),
-        'is_boating_season': is_boating_season(),
+        # For some reason this casts to int when not wrapped in `bool()`:
+        'is_boating_season': bool(is_boating_season()),
         'model_outputs': [
             {
                 'predictions': df.loc[
@@ -80,7 +81,7 @@ def model_api(reaches: List[int], hours: int) -> dict:
 @swag_from('predictive_model_api.yml')
 def predictive_model_api():
     """Returns JSON of the predictive model outputs."""
-    reaches = request.args.getlist('reach', default=[2, 3, 4, 5], type=int)
+    reaches = request.args.getlist('reach', type=int) or [2, 3, 4, 5]
     hours = request.args.get('hours', default=24, type=int)
     return jsonify(model_api(reaches, hours))
 
diff --git a/requirements/_dev_core.in b/requirements/_dev_core.in
index ca30eb0b..37901cbb 100644
--- a/requirements/_dev_core.in
+++ b/requirements/_dev_core.in
@@ -15,3 +15,4 @@ schemathesis
 # Misc. dev stuff
 pip-tools
 python-dotenv
+pyarrow  # for loading .feather file
diff --git a/tests/static/test_case_01_output.feather b/tests/static/test_case_01_output.feather
new file mode 100644
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literal 0
HcmV?d00001

diff --git a/tests/test_data.py b/tests/test_data.py
index 5c24cbc0..a8d86ef3 100644
--- a/tests/test_data.py
+++ b/tests/test_data.py
@@ -1,14 +1,18 @@
-import io
-import pandas as pd
+import os
 import pickle
 
 import pytest
+import pandas as pd
 
 from flagging_site.data import hobolink
 from flagging_site.data.hobolink import get_live_hobolink_data
 from flagging_site.data.usgs import get_live_usgs_data
 
 
+STATIC_RESOURCES = os.path.join(os.path.dirname(__file__), 'static')
+
+
+@pytest.mark.skip
 def test_hobolink_data_is_recent(app):
     with app.app_context():
         df = get_live_hobolink_data()
@@ -28,8 +32,8 @@ def test_usgs_data_is_recent(app):
 @pytest.mark.parametrize(
     ('input_data', 'expected_output_data'),
     [
-        ('test_case_01_input.txt', 'test_case_01_output.pickle'),
-        # ('test_case_02_input.txt', 'test_case_02_output.pickle'),
+        ('test_case_01_input.txt', 'test_case_01_output.feather'),
+        # ('test_case_02_input.txt', 'test_case_02_output.feather'),
     ]
 )
 def test_hobolink_handles_erroneous_csv(
@@ -43,12 +47,13 @@ def test_hobolink_handles_erroneous_csv(
     a CSV where some column headers are repeated and only one contains
     the actual data.
     """
-    with io.open(input_data, 'r') as f:
-        expected_dataframe = pickle.load(f)
 
-    with io.open(expected_output_data, 'r') as f:
+    with open(os.path.join(STATIC_RESOURCES, input_data), 'r') as f:
         csv_text = f.read()
 
+    fn = os.path.join(STATIC_RESOURCES, expected_output_data)
+    expected_dataframe = pd.read_feather(fn)
+
     class MockHobolinkResponse:
         text = csv_text
 

From de8a582c6a4c63edc70b59a5025ce57d44372435 Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Tue, 8 Dec 2020 21:32:51 -0500
Subject: [PATCH 18/27] updated reqs

---
 requirements/dev_osx.txt     | 3 ++-
 requirements/dev_windows.txt | 3 ++-
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/requirements/dev_osx.txt b/requirements/dev_osx.txt
index 4312b602..06b91ab1 100644
--- a/requirements/dev_osx.txt
+++ b/requirements/dev_osx.txt
@@ -40,7 +40,7 @@ mkdocs-material==6.1.6    # via -r requirements/_dev_core.in, mkdocs-macros-plug
 mkdocs==1.1.2             # via -r requirements/_dev_core.in, mkdocs-macros-plugin, mkdocs-material
 multidict==5.1.0          # via yarl
 nltk==3.5                 # via lunr
-numpy==1.19.4             # via pandas
+numpy==1.19.4             # via pandas, pyarrow
 oauthlib==3.1.0           # via requests-oauthlib
 packaging==20.7           # via pytest
 pandas==1.1.4             # via -r requirements/_core.in
@@ -49,6 +49,7 @@ pluggy==0.13.1            # via pytest
 psycopg2-binary==2.8.6    # via -r requirements/dev_osx.in
 py7zr==0.11.0             # via -r requirements/_core.in
 py==1.9.0                 # via pytest
+pyarrow==2.0.0            # via -r requirements/_dev_core.in
 pycryptodome==3.9.9       # via py7zr
 pygments==2.7.2           # via -r requirements/_dev_core.in, mkdocs-material
 pymdown-extensions==8.0.1  # via -r requirements/_dev_core.in, mkdocs-material
diff --git a/requirements/dev_windows.txt b/requirements/dev_windows.txt
index e950f6eb..bf95515c 100644
--- a/requirements/dev_windows.txt
+++ b/requirements/dev_windows.txt
@@ -40,7 +40,7 @@ mkdocs-material==6.1.6    # via -r requirements/_dev_core.in, mkdocs-macros-plug
 mkdocs==1.1.2             # via -r requirements/_dev_core.in, mkdocs-macros-plugin, mkdocs-material
 multidict==5.1.0          # via yarl
 nltk==3.5                 # via lunr
-numpy==1.19.4             # via pandas
+numpy==1.19.4             # via pandas, pyarrow
 oauthlib==3.1.0           # via requests-oauthlib
 packaging==20.7           # via pytest
 pandas==1.1.4             # via -r requirements/_core.in
@@ -49,6 +49,7 @@ pluggy==0.13.1            # via pytest
 psycopg2==2.8.6           # via -r requirements/dev_windows.in
 py7zr==0.11.0             # via -r requirements/_core.in
 py==1.9.0                 # via pytest
+pyarrow==2.0.0            # via -r requirements/_dev_core.in
 pycryptodome==3.9.9       # via py7zr
 pygments==2.7.2           # via -r requirements/_dev_core.in, mkdocs-material
 pymdown-extensions==8.0.1  # via -r requirements/_dev_core.in, mkdocs-material

From de126680c40eefbf36cfe64689ea2e9cf4bce5b1 Mon Sep 17 00:00:00 2001
From: arutfield <36383013+arutfield@users.noreply.github.com>
Date: Tue, 8 Dec 2020 21:35:47 -0500
Subject: [PATCH 19/27] added flagging message to view

---
 flagging_site/admin.py                     |  2 ++
 flagging_site/blueprints/flagging.py       |  7 +++++--
 flagging_site/data/live_website_options.py | 18 +++++++++++++-----
 flagging_site/templates/index.html         |  1 +
 4 files changed, 21 insertions(+), 7 deletions(-)

diff --git a/flagging_site/admin.py b/flagging_site/admin.py
index 89e87029..a894c8cf 100644
--- a/flagging_site/admin.py
+++ b/flagging_site/admin.py
@@ -100,6 +100,8 @@ def inaccessible_callback(self, name, **kwargs):
 class ModelView(sqla.ModelView, BaseView):
     """Base Admin view for SQLAlchemy models."""
     can_export = True
+    create_model = True
+    edit_model = True
     export_types = ['csv']
 
     def __init__(self, model, *args, **kwargs):
diff --git a/flagging_site/blueprints/flagging.py b/flagging_site/blueprints/flagging.py
index 7d8098d2..1d88ad02 100644
--- a/flagging_site/blueprints/flagging.py
+++ b/flagging_site/blueprints/flagging.py
@@ -11,6 +11,7 @@
 from ..data.database import get_boathouse_by_reach_dict
 from ..data.database import get_latest_time
 from ..data.live_website_options import is_boating_season
+from ..data.live_website_options import get_flagging_message
 
 bp = Blueprint('flagging', __name__)
 
@@ -111,11 +112,13 @@ def index() -> str:
     homepage = parse_model_outputs(df)
     model_last_updated_time = df['time'].iloc[0]
     boating_season = is_boating_season()#current_app.config['BOATING_SEASON']
+    flagging_message = get_flagging_message()
 
     return render_template('index.html',
                            homepage=homepage,
                            model_last_updated_time=model_last_updated_time,
-                           boating_season=boating_season)
+                           boating_season=boating_season,
+                           flagging_message=flagging_message)
 
 
 @bp.route('/about')
@@ -169,7 +172,7 @@ def flags() -> str:
     boathouse_statuses = parse_model_outputs(df)
     model_last_updated_time = df['time'].iloc[0]
     boating_season = is_boating_season()#current_app.config['BOATING_SEASON']
-
+    flagging_message = get_flagging_message()
     return render_template('flags.html',
                            boathouse_statuses=boathouse_statuses,
                            model_last_updated_time=model_last_updated_time,
diff --git a/flagging_site/data/live_website_options.py b/flagging_site/data/live_website_options.py
index 2dae15d8..fb8c3941 100644
--- a/flagging_site/data/live_website_options.py
+++ b/flagging_site/data/live_website_options.py
@@ -6,7 +6,7 @@
 class LiveWebsiteOptions(db.Model):
     __tablename__ = 'live_website_options'
     boating_season = db.Column(db.String, default=True, primary_key=True)
-    flagging_message = db.Column(db.VARCHAR(32767), default=True)
+    flagging_message = db.Column(db.Text, default=True)
 
 class LiveWebsiteOptionsModelView(ModelView):
     can_create = False
@@ -19,11 +19,11 @@ class LiveWebsiteOptionsModelView(ModelView):
         ]
     }
 
+    form_args = {
+        'flagging_message': dict(label='Flagging Status Custom Message')
+    }
     form_widget_args = {
-        'description': {
-            'rows': 20,
-            'style': 'color: black'
-        }
+        'flagging_message': dict(rows=12)
     }
 
 
@@ -32,3 +32,11 @@ def is_boating_season():
     if a.boating_season is None:
         return False
     return strtobool(a.boating_season)
+
+def get_flagging_message():
+    a = LiveWebsiteOptions.query.first()
+    if a.flagging_message is None:
+        print("got none")
+        return ""
+    print("got the message: " + a.flagging_message)
+    return a.flagging_message
\ No newline at end of file
diff --git a/flagging_site/templates/index.html b/flagging_site/templates/index.html
index d0826c2b..c6197575 100644
--- a/flagging_site/templates/index.html
+++ b/flagging_site/templates/index.html
@@ -18,6 +18,7 @@ <h2>Overview</h2>
     </p>
 {% if boating_season %}
 <h2>Water Quality Today</h2>
+    {{ flagging_message }}
     <table class="home-reach">
         {% for reach_no, reach in homepage.items() %}
         <tr>

From e68e0c4385a03fe2f6dd470f0ec74c7179b44412 Mon Sep 17 00:00:00 2001
From: arutfield <36383013+arutfield@users.noreply.github.com>
Date: Tue, 8 Dec 2020 21:51:40 -0500
Subject: [PATCH 20/27] fixed newline issue with flagging message

---
 flagging_site/data/live_website_options.py | 4 ++--
 flagging_site/templates/index.html         | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/flagging_site/data/live_website_options.py b/flagging_site/data/live_website_options.py
index fb8c3941..a22d44bb 100644
--- a/flagging_site/data/live_website_options.py
+++ b/flagging_site/data/live_website_options.py
@@ -38,5 +38,5 @@ def get_flagging_message():
     if a.flagging_message is None:
         print("got none")
         return ""
-    print("got the message: " + a.flagging_message)
-    return a.flagging_message
\ No newline at end of file
+    print("got the message: " + ''.join(['<p>' + i + '</p>' for i in a.flagging_message.replace('\r','').split('\n\n')]))
+    return ''.join(['<p>' + i + '</p>' for i in a.flagging_message.replace('\r','').split('\n\n')])
\ No newline at end of file
diff --git a/flagging_site/templates/index.html b/flagging_site/templates/index.html
index c6197575..be0de745 100644
--- a/flagging_site/templates/index.html
+++ b/flagging_site/templates/index.html
@@ -18,7 +18,7 @@ <h2>Overview</h2>
     </p>
 {% if boating_season %}
 <h2>Water Quality Today</h2>
-    {{ flagging_message }}
+ {{ flagging_message | safe }}
     <table class="home-reach">
         {% for reach_no, reach in homepage.items() %}
         <tr>

From 46496e77448bbb039c0073bb6ac8eba78708461e Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Wed, 9 Dec 2020 13:19:15 -0500
Subject: [PATCH 21/27] refactors and admin panel changes

---
 flagging_site/admin.py                        |  29 ++++++++++++------
 flagging_site/blueprints/api.py               |   4 +--
 flagging_site/blueprints/flagging.py          |  14 ++++-----
 flagging_site/data/live_website_options.py    |  24 +++++++--------
 flagging_site/data/manual_overrides.py        |   4 +++
 .../data/queries/define_default_options.sql   |   2 +-
 flagging_site/data/queries/schema.sql         |   5 ++-
 flagging_site/templates/index.html            |   6 +---
 tests/static/test_case_01_output.pickle       | Bin 194660 -> 0 bytes
 9 files changed, 48 insertions(+), 40 deletions(-)
 delete mode 100644 tests/static/test_case_01_output.pickle

diff --git a/flagging_site/admin.py b/flagging_site/admin.py
index 89e87029..e25dc44d 100644
--- a/flagging_site/admin.py
+++ b/flagging_site/admin.py
@@ -1,8 +1,9 @@
 """This module defines the admin panel, plus authentication for it."""
 import re
 import io
-import pandas as pd
+from typing import List
 
+import pandas as pd
 from flask import Flask
 from flask import request
 from flask import Response
@@ -64,14 +65,12 @@ def auth_protect_admin_pages():
 
         # Register /admin sub-views
         from .data.manual_overrides import ManualOverridesModelView
-        from .data.manual_overrides import ManualOverrides
-        from .data.database import Boathouses
         from .data.live_website_options import LiveWebsiteOptionsModelView
-        from .data.live_website_options import LiveWebsiteOptions
+        from .data.database import Boathouses
 
         admin.add_view(ModelView(Boathouses, db.session))
-        admin.add_view(ManualOverridesModelView(ManualOverrides, db.session))
-        admin.add_view(LiveWebsiteOptionsModelView(LiveWebsiteOptions, db.session))
+        admin.add_view(ManualOverridesModelView(db.session))
+        admin.add_view(LiveWebsiteOptionsModelView(db.session))
         admin.add_view(DatabaseView(name='Update Database', url='db/update',
                                     category='Manage DB'))
         admin.add_view(DownloadView(name='Download', url='db/download',
@@ -102,11 +101,21 @@ class ModelView(sqla.ModelView, BaseView):
     can_export = True
     export_types = ['csv']
 
-    def __init__(self, model, *args, **kwargs):
-        # Show all columns in form
-        self.column_list = [c.key for c in model.__table__.columns]
+    def __init__(
+            self,
+            model,
+            session,
+            *args,
+            ignore_columns: List[str] = None,
+            **kwargs
+    ):
+        # Show all columns in form except any in `ignore_columns`
+        self.column_list = [
+            c.key for c in model.__table__.columns
+            if c.key not in (ignore_columns or [])
+        ]
         self.form_columns = self.column_list
-        super().__init__(model, *args, **kwargs)
+        super().__init__(model, session, *args, **kwargs)
 
 
 # ==============================================================================
diff --git a/flagging_site/blueprints/api.py b/flagging_site/blueprints/api.py
index cdfb0b96..d99dd2b1 100644
--- a/flagging_site/blueprints/api.py
+++ b/flagging_site/blueprints/api.py
@@ -13,7 +13,7 @@
 from ..data.predictive_models import MODEL_VERSION
 from ..data.database import get_boathouse_metadata_dict
 from ..data.database import execute_sql
-from ..data.live_website_options import is_boating_season
+from ..data.live_website_options import LiveWebsiteOptions
 
 from flasgger import swag_from
 
@@ -59,7 +59,7 @@ def model_api(reaches: List[int], hours: int) -> dict:
         'model_version': MODEL_VERSION,
         'time_returned': pd.to_datetime('today'),
         # For some reason this casts to int when not wrapped in `bool()`:
-        'is_boating_season': bool(is_boating_season()),
+        'is_boating_season': LiveWebsiteOptions.is_boating_season(),
         'model_outputs': [
             {
                 'predictions': df.loc[
diff --git a/flagging_site/blueprints/flagging.py b/flagging_site/blueprints/flagging.py
index 06812eaa..6c9f0cc2 100644
--- a/flagging_site/blueprints/flagging.py
+++ b/flagging_site/blueprints/flagging.py
@@ -10,7 +10,7 @@
 from ..data.predictive_models import latest_model_outputs
 from ..data.database import get_boathouse_by_reach_dict
 from ..data.database import get_latest_time
-from ..data.live_website_options import is_boating_season
+from ..data.live_website_options import LiveWebsiteOptions
 
 bp = Blueprint('flagging', __name__)
 
@@ -33,7 +33,7 @@ def before_request():
 
     # ~~~
 
-    if not is_boating_season():
+    if not LiveWebsiteOptions.is_boating_season():
         msg = '<b>Note:</b> It is currently not boating season. '
         if request.path.startswith('/flags'):
             # If the path is the iframe...
@@ -108,12 +108,12 @@ def index() -> str:
     purpose of the website, and the latest outputs for the flagging model.
     """
     df = latest_model_outputs()
-    homepage = parse_model_outputs(df)
+    boathouse_statuses = parse_model_outputs(df)
     model_last_updated_time = df['time'].iloc[0]
-    boating_season = is_boating_season()
+    boating_season = LiveWebsiteOptions.is_boating_season()
 
     return render_template('index.html',
-                           homepage=homepage,
+                           boathouse_statuses=boathouse_statuses,
                            model_last_updated_time=model_last_updated_time,
                            boating_season=boating_season)
 
@@ -163,12 +163,10 @@ def output_model() -> str:
 
 @bp.route('/flags')
 def flags() -> str:
-    # TODO: Update to use combination of Boathouses and the predictive model
-    #  outputs
     df = latest_model_outputs()
     boathouse_statuses = parse_model_outputs(df)
     model_last_updated_time = df['time'].iloc[0]
-    boating_season = is_boating_season()
+    boating_season = LiveWebsiteOptions.is_boating_season()
 
     return render_template('flags.html',
                            boathouse_statuses=boathouse_statuses,
diff --git a/flagging_site/data/live_website_options.py b/flagging_site/data/live_website_options.py
index fa0c5ecb..671c5bbc 100644
--- a/flagging_site/data/live_website_options.py
+++ b/flagging_site/data/live_website_options.py
@@ -1,27 +1,25 @@
 from ..admin import ModelView
 from .database import db
 from distutils.util import strtobool
+from sqlalchemy.orm import Session
 
 
 class LiveWebsiteOptions(db.Model):
     __tablename__ = 'live_website_options'
-    boating_season = db.Column(db.String, default=True, primary_key=True)
+    id = db.Column(db.Integer, primary_key=True)
+    boating_season = db.Column(db.Boolean, default=True, nullable=False)
+
+    @classmethod
+    def is_boating_season(cls) -> bool:
+        return bool(cls.query.first().boating_season)
 
 
 class LiveWebsiteOptionsModelView(ModelView):
+    can_export = False
+    # The following flags enforce the existence of only one set of options:
     can_create = False
     can_delete = False
     can_edit = True
-    form_choices = {
-        'boating_season': [
-            ('true', 'true'),
-            ('false', 'false'),
-        ]
-    }
-
 
-def is_boating_season():
-    a = LiveWebsiteOptions.query.first()
-    if a.boating_season is None:
-        return False
-    return strtobool(a.boating_season)
+    def __init__(self, session: Session):
+        super().__init__(LiveWebsiteOptions, session, ignore_columns=['id'])
diff --git a/flagging_site/data/manual_overrides.py b/flagging_site/data/manual_overrides.py
index c5aeea95..7be16a35 100644
--- a/flagging_site/data/manual_overrides.py
+++ b/flagging_site/data/manual_overrides.py
@@ -4,6 +4,7 @@
 from sqlalchemy import Integer
 from sqlalchemy import TIMESTAMP
 from sqlalchemy import VARCHAR
+from sqlalchemy.orm import Session
 
 from ..admin import ModelView
 from .database import Base
@@ -27,6 +28,9 @@ class ManualOverridesModelView(ModelView):
         ]
     }
 
+    def __init__(self, session: Session):
+        super().__init__(ManualOverrides, session)
+
 
 def get_currently_overridden_reaches() -> Set[int]:
     return set(
diff --git a/flagging_site/data/queries/define_default_options.sql b/flagging_site/data/queries/define_default_options.sql
index f550b5f9..06d6ba8a 100644
--- a/flagging_site/data/queries/define_default_options.sql
+++ b/flagging_site/data/queries/define_default_options.sql
@@ -1,4 +1,4 @@
 INSERT INTO live_website_options
     (boating_season)
 VALUES
-    ('true');
+    (true);
diff --git a/flagging_site/data/queries/schema.sql b/flagging_site/data/queries/schema.sql
index f936101c..b8c2ad4b 100644
--- a/flagging_site/data/queries/schema.sql
+++ b/flagging_site/data/queries/schema.sql
@@ -28,8 +28,11 @@ CREATE TABLE IF NOT EXISTS model_outputs (
     probability     decimal,
     safe            boolean
 );
+
 /* These tables are defined with SQLAlchemy. */
+
 DROP TABLE IF EXISTS boathouses;
 DROP TABLE IF EXISTS manual_overrides;
 DROP TABLE IF EXISTS live_website_options;
-COMMIT;
\ No newline at end of file
+
+COMMIT;
diff --git a/flagging_site/templates/index.html b/flagging_site/templates/index.html
index d0826c2b..b7fb3201 100644
--- a/flagging_site/templates/index.html
+++ b/flagging_site/templates/index.html
@@ -19,7 +19,7 @@ <h2>Overview</h2>
 {% if boating_season %}
 <h2>Water Quality Today</h2>
     <table class="home-reach">
-        {% for reach_no, reach in homepage.items() %}
+        {% for reach_no, reach in boathouse_statuses.items() %}
         <tr>
             <td class="home-reach">
                 <div><strong>Reach {{ reach_no }}</strong></div>
@@ -37,13 +37,9 @@ <h2>Water Quality Today</h2>
         </tr>
         {% endfor %}
     </table>
-    {% for key, value in homepage.items() %}
         <p class="centered">
-            {% if loop.last %}
             (Last updated: {{model_last_updated_time}})
-            {% endif %}
         </p>
-    {% endfor %}
 {% endif %}
 <h2>Stay Updated</h2>
 <p>
diff --git a/tests/static/test_case_01_output.pickle b/tests/static/test_case_01_output.pickle
deleted file mode 100644
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GIT binary patch
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From aff9090cf9ca1b47dddca6bdcdf260b324380946 Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Wed, 9 Dec 2020 17:19:29 -0500
Subject: [PATCH 22/27] Admin panel overhaul - more intuitive UI

---
 flagging_site/admin.py                        |  5 ++--
 flagging_site/data/live_website_options.py    | 26 ++++++++++++-------
 .../templates/admin/edit_with_markdown.html   | 21 +++++++++++++++
 flagging_site/templates/admin/index.html      | 12 +++++++++
 flagging_site/templates/admin/logout.html     | 10 +++----
 flagging_site/templates/admin/update.html     |  2 +-
 requirements/_core.in                         |  1 +
 requirements/dev_osx.txt                      |  2 +-
 requirements/dev_windows.txt                  |  2 +-
 requirements/prod.txt                         |  1 +
 10 files changed, 63 insertions(+), 19 deletions(-)
 create mode 100644 flagging_site/templates/admin/edit_with_markdown.html
 create mode 100644 flagging_site/templates/admin/index.html

diff --git a/flagging_site/admin.py b/flagging_site/admin.py
index 31b6b6a5..8e06b0e6 100644
--- a/flagging_site/admin.py
+++ b/flagging_site/admin.py
@@ -11,6 +11,7 @@
 from flask import abort
 from flask import url_for
 from flask_admin import Admin
+from flask_admin import AdminIndexView
 from flask_admin import BaseView as _BaseView
 from flask_admin import expose
 from flask_admin.contrib import sqla
@@ -64,13 +65,13 @@ def auth_protect_admin_pages():
         admin.init_app(app)
 
         # Register /admin sub-views
-        from .data.manual_overrides import ManualOverridesModelView
         from .data.live_website_options import LiveWebsiteOptionsModelView
+        from .data.manual_overrides import ManualOverridesModelView
         from .data.database import Boathouses
 
+        admin.add_view(LiveWebsiteOptionsModelView(db.session))
         admin.add_view(ModelView(Boathouses, db.session))
         admin.add_view(ManualOverridesModelView(db.session))
-        admin.add_view(LiveWebsiteOptionsModelView(db.session))
         admin.add_view(DatabaseView(name='Update Database', url='db/update',
                                     category='Manage DB'))
         admin.add_view(DownloadView(name='Download', url='db/download',
diff --git a/flagging_site/data/live_website_options.py b/flagging_site/data/live_website_options.py
index 3f19ab61..34c0406b 100644
--- a/flagging_site/data/live_website_options.py
+++ b/flagging_site/data/live_website_options.py
@@ -1,8 +1,12 @@
-from ..admin import ModelView
-from .database import db
+import markdown
 from flask import Markup
+from flask import redirect
+from flask_admin import expose
 from sqlalchemy.orm import Session
 
+from ..admin import ModelView
+from .database import db
+
 
 class LiveWebsiteOptions(db.Model):
     __tablename__ = 'live_website_options'
@@ -17,23 +21,27 @@ def is_boating_season(cls) -> bool:
     @classmethod
     def get_flagging_message(cls) -> Markup:
         msg = cls.query.first().flagging_message or ''
-        # Paragraphs (delimited by double newlines) are wrapped in <p> tags
-        # We remove `\r` (carriage return) to make identifying double newlines easier.
-        return Markup(''.join([
-            '<p>' + i + '</p>'
-            for i in msg.replace('\r', '').split('\n\n')
-        ]))
+        return Markup(markdown.markdown(msg))
 
 
 class LiveWebsiteOptionsModelView(ModelView):
+
     can_export = False
     # The following flags enforce the existence of only one set of options:
     can_create = False
     can_delete = False
     can_edit = True
+    edit_modal = False
+
+    edit_template = 'admin/edit_with_markdown.html'
 
     form_args = {'flagging_message': dict(label='Flagging Status Message')}
-    form_widget_args = {'flagging_message': dict(rows=12)}
+    form_widget_args = {'flagging_message': dict(rows=16)}
 
     def __init__(self, session: Session):
         super().__init__(LiveWebsiteOptions, session, ignore_columns=['id'])
+
+    @expose('/')
+    def index(self):
+        # TODO: Get it to render `admin/model/edit.html` with form=self.form and id=1.
+        return redirect(self.url + '/edit/?id=1')
diff --git a/flagging_site/templates/admin/edit_with_markdown.html b/flagging_site/templates/admin/edit_with_markdown.html
new file mode 100644
index 00000000..629529eb
--- /dev/null
+++ b/flagging_site/templates/admin/edit_with_markdown.html
@@ -0,0 +1,21 @@
+{#
+    Based on code by @yeyezizhi:
+    https://gist.github.com/yeyezizhi/046fa6e86c1cb3452e90c2dafcdb4915
+
+   The editor.md tool is a bit overkill; we <just></just> want to support extremely basic markdown, so we use SimpleMDE.
+#}
+{% extends 'admin/model/edit.html' %}
+{% block body %}
+  {% block navlinks %}{% endblock %}
+  {% block edit_form %}
+    {{ lib.render_form(form, return_url, extra=None, form_opts=None) }}
+  {% endblock %}
+{% endblock %}
+{% block tail %}
+    {{ super() }}
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/simplemde/latest/simplemde.min.css">
+    <script src="https://cdn.jsdelivr.net/simplemde/latest/simplemde.min.js"></script>
+    <script type="text/javascript">
+        var editor = new SimpleMDE({ element: $('#flagging_message')[0] });
+    </script>
+{% endblock %}
diff --git a/flagging_site/templates/admin/index.html b/flagging_site/templates/admin/index.html
new file mode 100644
index 00000000..4ea43303
--- /dev/null
+++ b/flagging_site/templates/admin/index.html
@@ -0,0 +1,12 @@
+{#
+    This file overrides the base 'admin/index.html' template.
+#}
+{% extends 'admin/master.html' %}
+{% block body %}
+    <h3>Welcome to the Flagging Website admin panel!</h3>
+    <p>
+        Documentation and more info <a href="https://codeforboston.github.io/flagging/admin/">here</a>.
+    </p>
+    <br />
+    <a class="btn btn-primary" href="/"><i class="glyphicon glyphicon-chevron-left"></i>Back</a>
+{% endblock %}
diff --git a/flagging_site/templates/admin/logout.html b/flagging_site/templates/admin/logout.html
index 825e3632..3e6b7801 100644
--- a/flagging_site/templates/admin/logout.html
+++ b/flagging_site/templates/admin/logout.html
@@ -1,8 +1,10 @@
 {% extends "admin/base.html" %}
-{% block head %}
-    <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
-{% endblock %}
 {% block body %}
+    <p>Logged out.</p>
+    <p>Redirecting...</p>
+{% endblock %}
+{% block tail %}
+    {{ super() }}
     <script>
         $(document).ready(function(){
             $.ajax({
@@ -18,6 +20,4 @@
             });
         });
     </script>
-    <p>Logged out.</p>
-    <p>Redirecting...</p>
 {% endblock %}
diff --git a/flagging_site/templates/admin/update.html b/flagging_site/templates/admin/update.html
index fd606b48..96f61157 100644
--- a/flagging_site/templates/admin/update.html
+++ b/flagging_site/templates/admin/update.html
@@ -1,7 +1,7 @@
 {% extends "admin/base.html" %}
 {% block body %}
     <p>
-        Click <a href="./run-update">here</a> to update the database.
+        <a class="btn btn-primary" href="./run-update"><i class="glyphicon glyphicon-refresh"></i> Update Database</a>
     </p>
     <p>
         Note that updating the database may take a few moments.
diff --git a/requirements/_core.in b/requirements/_core.in
index bb9e0da5..ba80c562 100644
--- a/requirements/_core.in
+++ b/requirements/_core.in
@@ -6,6 +6,7 @@ Flask-SQLAlchemy
 Flask
 gunicorn
 Jinja2
+markdown
 pandas
 py7zr
 PyYAML
diff --git a/requirements/dev_osx.txt b/requirements/dev_osx.txt
index 06b91ab1..58cde147 100644
--- a/requirements/dev_osx.txt
+++ b/requirements/dev_osx.txt
@@ -30,7 +30,7 @@ jsonschema==3.2.0         # via flasgger, hypothesis-jsonschema, schemathesis
 junit-xml==1.9            # via schemathesis
 livereload==2.6.3         # via mkdocs
 lunr[languages]==0.5.8    # via mkdocs
-markdown==3.3.3           # via mkdocs, mkdocs-material, pymdown-extensions
+markdown==3.3.3           # via -r requirements/_core.in, mkdocs, mkdocs-material, pymdown-extensions
 markupsafe==1.1.1         # via jinja2, wtforms
 mistune==0.8.4            # via flasgger
 mkdocs-macros-plugin==0.5.0  # via -r requirements/_dev_core.in
diff --git a/requirements/dev_windows.txt b/requirements/dev_windows.txt
index bf95515c..72df88c8 100644
--- a/requirements/dev_windows.txt
+++ b/requirements/dev_windows.txt
@@ -30,7 +30,7 @@ jsonschema==3.2.0         # via flasgger, hypothesis-jsonschema, schemathesis
 junit-xml==1.9            # via schemathesis
 livereload==2.6.3         # via mkdocs
 lunr[languages]==0.5.8    # via mkdocs
-markdown==3.3.3           # via mkdocs, mkdocs-material, pymdown-extensions
+markdown==3.3.3           # via -r requirements/_core.in, mkdocs, mkdocs-material, pymdown-extensions
 markupsafe==1.1.1         # via jinja2, wtforms
 mistune==0.8.4            # via flasgger
 mkdocs-macros-plugin==0.5.0  # via -r requirements/_dev_core.in
diff --git a/requirements/prod.txt b/requirements/prod.txt
index ca076e60..9f3b9d97 100644
--- a/requirements/prod.txt
+++ b/requirements/prod.txt
@@ -18,6 +18,7 @@ idna==2.10                # via requests
 itsdangerous==1.1.0       # via flask
 jinja2==2.11.2            # via -r requirements/_core.in, flask
 jsonschema==3.2.0         # via flasgger
+markdown==3.3.3           # via -r requirements/_core.in
 markupsafe==1.1.1         # via jinja2, wtforms
 mistune==0.8.4            # via flasgger
 numpy==1.19.4             # via pandas

From 2dd23d219823792baf27942cf722f761f958bf7e Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Wed, 9 Dec 2020 17:25:05 -0500
Subject: [PATCH 23/27] added port option to script

---
 run_unix_dev.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/run_unix_dev.sh b/run_unix_dev.sh
index 78601d1c..d2642808 100644
--- a/run_unix_dev.sh
+++ b/run_unix_dev.sh
@@ -32,4 +32,4 @@ export USE_MOCK_DATA=${use_mock_data:-${USE_MOCK_DATA}}
 
 flask create-db
 flask init-db
-flask run
+flask run -p ${FLASK_PORT:-5000}

From 270659e9bec111d9975ab5c9be42f099f2de7906 Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Wed, 9 Dec 2020 18:14:33 -0500
Subject: [PATCH 24/27] fixed bug and updated test cases

---
 flagging_site/blueprints/api.py          |  10 +++++++---
 flagging_site/config.py                  |   2 +-
 flagging_site/data/hobolink.py           |   4 ++--
 tests/static/test_case_01_output.feather | Bin 60306 -> 68778 bytes
 tests/static/test_case_02_output.feather | Bin 0 -> 97290 bytes
 tests/test_api.py                        |   1 +
 tests/test_data.py                       |   3 +--
 7 files changed, 12 insertions(+), 8 deletions(-)
 create mode 100644 tests/static/test_case_02_output.feather

diff --git a/flagging_site/blueprints/api.py b/flagging_site/blueprints/api.py
index d99dd2b1..32ac7632 100644
--- a/flagging_site/blueprints/api.py
+++ b/flagging_site/blueprints/api.py
@@ -1,3 +1,4 @@
+import warnings
 from typing import List
 
 import pandas as pd
@@ -7,15 +8,18 @@
 from flask import jsonify
 from flask import url_for
 from flask import Flask
-from flasgger import Swagger
-from flasgger import LazyString
+with warnings.catch_warnings():
+    warnings.simplefilter('ignore', category=DeprecationWarning)
+    from flasgger import Swagger
+    from flasgger import LazyString
+    from flasgger import swag_from
+
 from ..data.predictive_models import latest_model_outputs
 from ..data.predictive_models import MODEL_VERSION
 from ..data.database import get_boathouse_metadata_dict
 from ..data.database import execute_sql
 from ..data.live_website_options import LiveWebsiteOptions
 
-from flasgger import swag_from
 
 bp = Blueprint('api', __name__, url_prefix='/api')
 
diff --git a/flagging_site/config.py b/flagging_site/config.py
index d0416ea7..738f7fdc 100644
--- a/flagging_site/config.py
+++ b/flagging_site/config.py
@@ -71,7 +71,7 @@ def SQLALCHEMY_DATABASE_URI(self) -> str:
         host = self.POSTGRES_HOST
         port = self.POSTGRES_PORT
         db = self.POSTGRES_DBNAME
-        return f'postgres://{user}:{password}@{host}:{port}/{db}'
+        return f'postgresql://{user}:{password}@{host}:{port}/{db}'
 
     SQLALCHEMY_RECORD_QUERIES: bool = True
     SQLALCHEMY_TRACK_MODIFICATIONS: bool = False
diff --git a/flagging_site/data/hobolink.py b/flagging_site/data/hobolink.py
index 12087f50..b1358c62 100644
--- a/flagging_site/data/hobolink.py
+++ b/flagging_site/data/hobolink.py
@@ -18,7 +18,7 @@
 DEFAULT_HOBOLINK_EXPORT_NAME = 'code_for_boston_export_21d'
 # Each key is the original column name; the value is the renamed column.
 HOBOLINK_COLUMNS = {
-    'Time, GMT-04:00': 'time',
+    'Time, GMT-': 'time',
     'Pressure': 'pressure',
     'PAR': 'par',
     'Rain': 'rain',
@@ -141,4 +141,4 @@ def parse_hobolink_data(res: str) -> pd.DataFrame:
     # Convert time column to Pandas datetime
     df['time'] = pd.to_datetime(df['time'], format='%m/%d/%y %H:%M:%S')
 
-    return df
+    return df.reset_index()
diff --git a/tests/static/test_case_01_output.feather b/tests/static/test_case_01_output.feather
index 106f02e979072ac66340432fa00d98d25cd2ae01..8cc3f1f53855de6ae2f1a0e444d1e5bb16274f8f 100644
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diff --git a/tests/static/test_case_02_output.feather b/tests/static/test_case_02_output.feather
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diff --git a/tests/test_api.py b/tests/test_api.py
index 071d54a3..02714e1b 100644
--- a/tests/test_api.py
+++ b/tests/test_api.py
@@ -18,6 +18,7 @@ def schema_fixture(app):
 # We do not plan on maintaining this schema.
 # The input to `endpoint=` removes the model_input_data from the schema:
 
+@pytest.mark.filterwarnings("ignore:^.*'subtests' fixture.*$")
 @schema.parametrize(endpoint='^(?!/api/v1/model_input_data$).*$')
 def test_api(case):
     """Test the API against the OpenAPI specification."""
diff --git a/tests/test_data.py b/tests/test_data.py
index a8d86ef3..a9e7c57c 100644
--- a/tests/test_data.py
+++ b/tests/test_data.py
@@ -12,7 +12,6 @@
 STATIC_RESOURCES = os.path.join(os.path.dirname(__file__), 'static')
 
 
-@pytest.mark.skip
 def test_hobolink_data_is_recent(app):
     with app.app_context():
         df = get_live_hobolink_data()
@@ -33,7 +32,7 @@ def test_usgs_data_is_recent(app):
     ('input_data', 'expected_output_data'),
     [
         ('test_case_01_input.txt', 'test_case_01_output.feather'),
-        # ('test_case_02_input.txt', 'test_case_02_output.feather'),
+        ('test_case_02_input.txt', 'test_case_02_output.feather')
     ]
 )
 def test_hobolink_handles_erroneous_csv(

From d9ecdd640448906d594adfb6f470495da909a68d Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Wed, 9 Dec 2020 18:59:47 -0500
Subject: [PATCH 25/27] added theme to admin panel

---
 flagging_site/config.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/flagging_site/config.py b/flagging_site/config.py
index 738f7fdc..44fbc318 100644
--- a/flagging_site/config.py
+++ b/flagging_site/config.py
@@ -81,6 +81,8 @@ def SQLALCHEMY_DATABASE_URI(self) -> str:
     the rest of the code base.
     """
 
+    FLASK_ADMIN_SWATCH = 'lumen'
+
     # ==========================================================================
     # MISC. CUSTOM CONFIG OPTIONS
     #

From 4552b277cbbf3273fef9934152398321e2417db4 Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Sat, 12 Dec 2020 15:40:00 -0500
Subject: [PATCH 26/27] Added way to reset database schema easily.

---
 docs/docs/cloud/heroku_deployment.md | 46 ++++++++++++++++++++++++++++
 flagging_site/app.py                 | 10 ++++--
 flagging_site/data/database.py       | 10 +++++-
 3 files changed, 63 insertions(+), 3 deletions(-)

diff --git a/docs/docs/cloud/heroku_deployment.md b/docs/docs/cloud/heroku_deployment.md
index 98cfd502..8d22e006 100644
--- a/docs/docs/cloud/heroku_deployment.md
+++ b/docs/docs/cloud/heroku_deployment.md
@@ -196,3 +196,49 @@ git remote -v
 ```
 git push staging master
 ```
+
+## Updating the database schema
+
+We do not use Alembic or any other tools to handle database migrations. Our database is relatively simple and does not store information that cannot be trivially rewritten, so we can migrate to a new database schema by simply creating the new database locally and completely overwriting the database in production.
+
+Here are the steps to do that:
+
+1. Make your changes to the database schema.
+
+```shell
+flask create-db --overwrite
+flask init-db
+```
+
+2. Reset the database. You'll be asked if you're sure you want to reset, and go through that prompt.
+
+```shell
+heroku pg:reset -a crwa-flagging
+```
+
+3. Get a list of add-ons for the Heroku app. You'll need it for the final step.
+
+```shell
+heroku addons -a crwa-flagging
+```
+
+???+ success
+    You should see something like this:
+    
+    ```
+    Add-on                                        Plan       Price  State  
+    ────────────────────────────────────────────  ─────────  ─────  ───────
+    heroku-postgresql (postgresql-ukulele-12345)  hobby-dev  free   created
+     └─ as DATABASE
+    
+    scheduler (scheduler-banjo-67890)             standard   free   created
+     └─ as SCHEDULER
+    
+    The table above shows add-ons and the attachments to the current app (crwa-flagging) or other apps.
+    ```
+
+4. Take the add-on name for the DATABASE in parentheses (in the above case, `postgresql-ukulele-12345`) as the target for the Postgres push command:
+
+```shell
+heroku pg:push flagging postgresql-ukulele-12345 -a crwa-flagging
+```
diff --git a/flagging_site/app.py b/flagging_site/app.py
index 02acf140..7655ba68 100644
--- a/flagging_site/app.py
+++ b/flagging_site/app.py
@@ -162,15 +162,21 @@ def register_commands(app: Flask):
     """
 
     @app.cli.command('create-db')
-    def create_db_command():
+    @click.option('--overwrite/--no-overwrite',
+                  default=False,
+                  is_flag=True,
+                  show_default=True,
+                  help='If true, overwrite the database if it exists.')
+    def create_db_command(overwrite: bool = False):
         """Create database (after verifying that it isn't already there)."""
         from .data.database import create_db
-        create_db()
+        create_db(overwrite=overwrite)
 
     @app.cli.command('init-db')
     @click.option('--pop/--no-pop',
                   default=True,
                   is_flag=True,
+                  show_default=True,
                   help='If true, then do a db update when initializing the db.')
     @click.pass_context
     def init_db_command(ctx: click.Context, pop: bool):
diff --git a/flagging_site/data/database.py b/flagging_site/data/database.py
index 3011ac8c..55785f32 100644
--- a/flagging_site/data/database.py
+++ b/flagging_site/data/database.py
@@ -68,7 +68,7 @@ def execute_sql_from_file(file_name: str) -> Optional[pd.DataFrame]:
         return execute_sql(f.read().decode('utf8'))
 
 
-def create_db() -> bool:
+def create_db(overwrite: bool = False) -> bool:
     """If the database defined by `POSTGRES_DBNAME` doesn't exist, create it
     and return True, otherwise do nothing and return False. By default, the
     config variable `POSTGRES_DBNAME` is set to "flagging".
@@ -86,6 +86,14 @@ def create_db() -> bool:
     database = current_app.config['POSTGRES_DBNAME']
     cursor = conn.cursor()
 
+    if overwrite:
+        cursor.execute("SELECT bool_or(datname = 'flagging') FROM pg_database;")
+        exists = cursor.fetchall()[0][0]
+        if exists:
+            cursor.execute('COMMIT;')
+            cursor.execute(f'DROP DATABASE {database};')
+            click.echo(f'Dropped database {database!r}.')
+
     try:
         cursor.execute('COMMIT;')
         cursor.execute(f'CREATE DATABASE {database};')

From 37dd0ff13dd2d89221474bae0604f56a641f23f5 Mon Sep 17 00:00:00 2001
From: --global <xdanielreeves@gmail.com>
Date: Sun, 13 Dec 2020 12:33:34 -0500
Subject: [PATCH 27/27] bugfix cli

---
 flagging_site/app.py                      | 21 +++++++--------------
 flagging_site/config.py                   |  4 ++--
 flagging_site/templates/admin/logout.html |  5 ++---
 3 files changed, 11 insertions(+), 19 deletions(-)

diff --git a/flagging_site/app.py b/flagging_site/app.py
index 7655ba68..f208a6c4 100644
--- a/flagging_site/app.py
+++ b/flagging_site/app.py
@@ -185,35 +185,28 @@ def init_db_command(ctx: click.Context, pop: bool):
         init_db()
         click.echo('Initialized the database.')
         if pop:
-            # Update the database if `pop` is True
             ctx.invoke(update_db_command)
 
     @app.cli.command('update-db')
     def update_db_command():
         """Update the database with the latest live data."""
         from .data.database import update_database
-        try:
-            update_database()
-            click.echo('Updated the database.')
-            updated = True
-        except Exception as e:
-            click.echo("Note: while updating database, something didn't "
-                       f'work: {e}')
-            updated = False
-        return updated
+        update_database()
+        click.echo('Updated the database successfully.')
 
     @app.cli.command('update-website')
     @click.pass_context
     def update_website_command(ctx: click.Context):
         """Updates the database, then Tweets a message."""
-        from .data.live_website_options import is_boating_season
+        from .data.live_website_options import LiveWebsiteOptions
+
+        # Update the database
+        ctx.invoke(update_db_command)
 
-        updated = ctx.invoke(update_db_command)
         # If the model updated and it's boating season, send a tweet.
         # Otherwise, do nothing.
         if (
-                updated
-                and is_boating_season()
+                LiveWebsiteOptions.is_boating_season()
                 and current_app.config['SEND_TWEETS']
         ):
             from .twitter import tweet_current_status
diff --git a/flagging_site/config.py b/flagging_site/config.py
index 44fbc318..67dddf19 100644
--- a/flagging_site/config.py
+++ b/flagging_site/config.py
@@ -187,7 +187,7 @@ def __init__(self):
         # to be consistent with the `DATABASE_URL` below:
         postgres_url_schema = re.compile('''
             ^
-            postgres://
+            postgres(?:ql)?://
             ([^\s:@/]+) # Username
             :([^\s:@/]+) # Password
             @([^\s:@/]+) # Host
@@ -227,7 +227,7 @@ class DevelopmentConfig(Config):
     the vault hasn't been loaded but doesn't prevent the website from loading
     just because the vault is not open.
     """
-    SQLALCHEMY_ECHO: bool = True
+    SQLALCHEMY_ECHO: bool = strtobool(os.getenv('SQLALCHEMY_ECHO') or 'true')
     VAULT_OPTIONAL: bool = True
     DEBUG: bool = True
     TESTING: bool = True
diff --git a/flagging_site/templates/admin/logout.html b/flagging_site/templates/admin/logout.html
index 3e6b7801..dce687c5 100644
--- a/flagging_site/templates/admin/logout.html
+++ b/flagging_site/templates/admin/logout.html
@@ -1,7 +1,6 @@
 {% extends "admin/base.html" %}
 {% block body %}
-    <p>Logged out.</p>
-    <p>Redirecting...</p>
+    <p>Logged out. Redirecting...</p>
 {% endblock %}
 {% block tail %}
     {{ super() }}
@@ -10,7 +9,7 @@
             $.ajax({
                async: false,
                type: "GET",
-               url: "/admin",
+               url: "{{ url_for('admin.index') }}",
                username: "logout"
             })
             .done(function(){