From fb654ad72d76a2acc7365a22d2295403734ab4cc Mon Sep 17 00:00:00 2001
From: Brian Walsh <brian@bwalsh.com>
Date: Sat, 5 Nov 2022 06:23:16 -0700
Subject: [PATCH 01/17] Adds dash prototype

---
 dash/.dockerignore          |   2 +
 dash/.gitignore             |   1 +
 dash/Dockerfile             |  10 ++
 dash/app.py                 |  75 ++++++++++++++
 dash/assets/gitops-logo.png | Bin 0 -> 126582 bytes
 dash/figures/histogram.py   | 118 ++++++++++++++++++++++
 dash/figures/project.py     |  31 ++++++
 dash/models/__init__.py     |   0
 dash/models/file.py         |  98 ++++++++++++++++++
 dash/models/observation.py  |  62 ++++++++++++
 dash/models/project.py      |  61 ++++++++++++
 dash/pages/__init__.py      |   0
 dash/pages/cohorts.py       | 108 ++++++++++++++++++++
 dash/pages/home.py          |  24 +++++
 dash/pages/profile.py       |  60 +++++++++++
 dash/requirements.txt       |  15 +++
 dash/util/__init__.py       | 193 ++++++++++++++++++++++++++++++++++++
 17 files changed, 858 insertions(+)
 create mode 100644 dash/.dockerignore
 create mode 100644 dash/.gitignore
 create mode 100644 dash/Dockerfile
 create mode 100644 dash/app.py
 create mode 100644 dash/assets/gitops-logo.png
 create mode 100644 dash/figures/histogram.py
 create mode 100644 dash/figures/project.py
 create mode 100644 dash/models/__init__.py
 create mode 100644 dash/models/file.py
 create mode 100644 dash/models/observation.py
 create mode 100644 dash/models/project.py
 create mode 100644 dash/pages/__init__.py
 create mode 100644 dash/pages/cohorts.py
 create mode 100644 dash/pages/home.py
 create mode 100644 dash/pages/profile.py
 create mode 100644 dash/requirements.txt
 create mode 100644 dash/util/__init__.py

diff --git a/dash/.dockerignore b/dash/.dockerignore
new file mode 100644
index 00000000..ca5e3f26
--- /dev/null
+++ b/dash/.dockerignore
@@ -0,0 +1,2 @@
+venv/
+.idea/
\ No newline at end of file
diff --git a/dash/.gitignore b/dash/.gitignore
new file mode 100644
index 00000000..f7275bbb
--- /dev/null
+++ b/dash/.gitignore
@@ -0,0 +1 @@
+venv/
diff --git a/dash/Dockerfile b/dash/Dockerfile
new file mode 100644
index 00000000..8544b996
--- /dev/null
+++ b/dash/Dockerfile
@@ -0,0 +1,10 @@
+FROM python:3.10
+WORKDIR /code
+
+COPY requirements.txt /
+RUN pip install -r /requirements.txt
+COPY ./ ./
+
+EXPOSE 8050
+
+CMD ["python", "./app.py"]
\ No newline at end of file
diff --git a/dash/app.py b/dash/app.py
new file mode 100644
index 00000000..f4aa4ae3
--- /dev/null
+++ b/dash/app.py
@@ -0,0 +1,75 @@
+import logging
+import os
+
+import dash
+import dash_bootstrap_components as dbc
+from dash import Dash, Output, Input, dcc
+from dash import html
+
+from util import get_authz
+
+external_stylesheets = [dbc.themes.SKETCHY]
+
+logger = logging.getLogger('dash')
+
+print('DASH_URL_BASE_PATHNAME', os.environ.get('DASH_URL_BASE_PATHNAME', default="~not set~"))
+app = Dash(__name__, external_stylesheets=external_stylesheets, use_pages=True)
+
+
+@app.server.before_request
+def check_privileges():
+    """Do this before every call"""
+    get_authz()
+
+
+# Clientside callback
+app.clientside_callback(
+    """
+    // Call fence's /user endpoint, parse the response and update the profile 
+    async function(n_intervals, data) {
+        const response = await fetch(location.origin + '/user/user');
+        if (!response.ok) {
+            console.log('error retrieving user', response )
+            return 'Profile (unauthorized)';
+        } else {
+            const user = await response.json();
+            console.log('clientside_callback you are logged in as:', user.username);
+            return 'Profile (' + user.username + ')';
+        }        
+    }
+    """,
+    Output('nav_item-profile', 'children'),
+    Input('clientside-interval', 'n_intervals')
+)
+
+
+app.layout = dbc.Container([
+    html.H1("ACED", className="display-3"),
+    html.P(
+        "A simple dash app.",
+        className="lead",
+    ),
+
+    dbc.Nav(
+        [
+            dbc.NavItem(
+                dbc.NavLink(f"{page['name']}", href=page["relative_path"], id=f'nav_item-{page["name"].lower()}')
+            )
+            for page in dash.page_registry.values()
+        ]
+    ),
+
+    html.Hr(className="my-2"),
+    # define a timed client side action here
+    dcc.Interval(
+        id='clientside-interval',
+        n_intervals=0,
+        interval=60 * 1000  # in milliseconds check every minute
+    ),
+    # other page contents goes here
+    dash.page_container
+])
+
+
+if __name__ == '__main__':
+    app.run_server(host="0.0.0.0",  debug=True)  #
diff --git a/dash/assets/gitops-logo.png b/dash/assets/gitops-logo.png
new file mode 100644
index 0000000000000000000000000000000000000000..33f5bb2f68a4e70a204775a6ac4362087d9d7631
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diff --git a/dash/figures/histogram.py b/dash/figures/histogram.py
new file mode 100644
index 00000000..63b5c8e0
--- /dev/null
+++ b/dash/figures/histogram.py
@@ -0,0 +1,118 @@
+import pandas as pd
+import plotly.express as px
+import dash_bootstrap_components as dbc
+from dash import html, dcc
+import logging
+
+logger = logging.getLogger('dash')
+
+
+def histogram_figures(histograms):
+    """An array of histograms figures, dataframes and names.
+    @return fig[], df[], name[]"""
+
+    dfs = []
+    figs = []
+    names = []
+
+    assert len(histograms._aggregation.keys()) == 1  # noqa
+    entity = list(histograms._aggregation.keys())[0]  # noqa
+    for k, v in histograms._aggregation[entity].items():  # noqa
+        v.name = k
+        df = pd.DataFrame(v.histogram)
+        fig = px.histogram(df, x="key", y="count", title=v.name, log_y=len(v.histogram) > 1,
+                           id={
+                               'index': f"{entity}-{k}",
+                               'type': 'query-parameter'
+                           }
+                           )
+        fig.update_layout(legend=dict(orientation="h", title=None),
+                          yaxis_title=None, xaxis_title=None,
+                          plot_bgcolor='rgba(0,0,0,0)'
+                          )
+
+        figs.append(fig)
+        dfs.append(df)
+        names.append(v.name)
+
+    return figs, dfs, names
+
+
+def histogram_selects(histograms):
+    """An array of histograms checklists dataframes, and names.
+    @return fig[], df[], name[]"""
+
+    dfs = []
+    checklists = []
+    names = []
+
+    assert len(histograms._aggregation.keys()) == 1  # noqa
+    entity = list(histograms._aggregation.keys())[0]  # noqa
+    for k, v in histograms._aggregation[entity].items():  # noqa
+        v.name = k
+        if not any([isinstance(h.key, str) for h in v.histogram]):
+            continue
+        df = pd.DataFrame(v.histogram)
+        checklist = dcc.Checklist(
+            id={
+                'index': f"{entity}-{k}",
+                'type': 'query-parameter'
+            },
+            options=[
+                {
+                    'value': str(h.key),
+                    'label': html.Div(
+                         [
+                             html.Div(h.key),
+                             dbc.Badge(h.count, className="ms-1", color="info")
+                         ],
+                         style={'display': 'inline-flex', 'paddingLeft': '2em'}
+                    )
+                }
+                for h in v.histogram
+            ],
+            labelStyle={'display': 'flex'}
+        )
+
+        checklists.append(checklist)
+        dfs.append(df)
+        names.append(v.name)
+
+    return checklists, dfs, names
+
+
+def histogram_sliders(histograms):
+    """An array of histograms sliders dataframes, and names.
+    @return slider[], df[], name[]"""
+
+    dfs = []
+    sliders = []
+    names = []
+
+    assert len(histograms._aggregation.keys()) == 1  # noqa
+    entity = list(histograms._aggregation.keys())[0]  # noqa
+    for k, v in histograms._aggregation[entity].items():  # noqa
+        v.name = k
+        if any([isinstance(h.key, str) for h in v.histogram]):
+            continue
+        if not any([isinstance(h.key, list) for h in v.histogram]):
+            continue
+
+        assert len(v.histogram) == 1
+        df = pd.DataFrame(v.histogram)
+        min_ = v.histogram[0].key[0]
+        max_ = v.histogram[0].key[1]
+        # value = max_,
+        sliders.append(
+            dcc.Slider(min_, max_, int((max_ - min_)/10),
+                       id={
+                           'index': f"{entity}-{k}",
+                           'type': 'query-parameter'
+                       }
+                       )
+        )
+
+        dfs.append(df)
+        names.append(v.name)
+
+    return sliders, dfs, names
diff --git a/dash/figures/project.py b/dash/figures/project.py
new file mode 100644
index 00000000..38e520a3
--- /dev/null
+++ b/dash/figures/project.py
@@ -0,0 +1,31 @@
+
+import pandas as pd
+import plotly.express as px
+from inflection import titleize, pluralize
+from models.project import project_detail_counts
+
+
+def counts():
+    """Horizontal bar graph.
+    @return fig, df"""
+
+    project_counts = list(project_detail_counts())
+    flattened = []
+    for p in project_counts:
+        for k, v in p.items():
+            f = {'name': p.project[0].name}
+            if k == 'project':
+                continue
+            f['entity'] = titleize(pluralize(k.replace('_count', '')))
+            f['count'] = v
+            flattened.append(f)
+    df = pd.DataFrame(flattened)
+    fig = px.bar(df, x="count", y="entity", color='name', orientation='h',
+                 hover_data=["name", "count"],
+                 height=400,
+                 log_x=True)
+    fig.update_layout(legend=dict(orientation="h", title=None), yaxis_title=None, xaxis_title=None,
+                      # paper_bgcolor='rgba(0,0,0,0)',
+                      plot_bgcolor='rgba(0,0,0,0)'
+                      )
+    return fig, df
diff --git a/dash/models/__init__.py b/dash/models/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/dash/models/file.py b/dash/models/file.py
new file mode 100644
index 00000000..26d6f60d
--- /dev/null
+++ b/dash/models/file.py
@@ -0,0 +1,98 @@
+
+from dotwiz import DotWiz
+from util import get_guppy_service
+
+import logging
+logger = logging.getLogger('dash')
+
+
+def get_file_histograms(dot_notation=True):
+    """Fetch histogram of counts for all projects.
+    @type dot_notation: bool render results as a lightweight class"""
+
+    histogram_query = """
+    query ($filter: JSON) {
+      _aggregation {
+        file (filter: $filter, filterSelf: false, accessibility: all) {
+          
+    project_id {
+      histogram {
+        key
+        count
+      }
+    },
+    file_category {
+      histogram {
+        key
+        count
+      }
+    },
+    data_type {
+      histogram {
+        key
+        count
+      }
+    },
+    data_format {
+      histogram {
+        key
+        count
+      }
+    },
+    patient_id {
+      histogram {
+        key
+        count
+      }
+    },
+    patient_gender {
+      histogram {
+        key
+        count
+      }
+    },
+    patient_disability_adjusted_life_years {
+      histogram {
+        key
+        count
+      }
+    },
+    patient_ombCategory {
+      histogram {
+        key
+        count
+      }
+    },
+    patient_ombCategory_detail {
+      histogram {
+        key
+        count
+      }
+    },
+    patient_us_core_birthsex {
+      histogram {
+        key
+        count
+      }
+    },
+    patient_quality_adjusted_life_years {
+      histogram {
+        key
+        count
+      }
+    },
+    patient_maritalStatus_coding_0_display {
+      histogram {
+        key
+        count
+      }
+    }
+        }
+      }
+    }    
+    """
+    guppy_service = get_guppy_service()
+    data = guppy_service.graphql_query(histogram_query, variables={"filter": {"AND": []}})['data']
+    if dot_notation:
+        return DotWiz(data)
+    return data
diff --git a/dash/models/observation.py b/dash/models/observation.py
new file mode 100644
index 00000000..8367084a
--- /dev/null
+++ b/dash/models/observation.py
@@ -0,0 +1,62 @@
+
+from dotwiz import DotWiz
+from util import get_guppy_service
+
+import logging
+logger = logging.getLogger('dash')
+
+
+def get_observation_histograms(dot_notation=True):
+    """Fetch histogram of counts for all observations.
+    @type dot_notation: bool render results as a lightweight class"""
+
+    histogram_query = """
+    query ($filter: JSON) {
+      _aggregation {
+        case(filter: $filter, filterSelf: false, accessibility: all) {
+          category {
+            histogram {
+              key
+              count
+            }
+          }
+          code_display {
+            histogram {
+              key
+              count
+            }
+          }
+          patient_id {
+            histogram {
+              key
+              count
+            }
+          }
+          encounter_type {
+            histogram {
+              key
+              count
+            }
+          }
+          encounter_start {
+            histogram {
+              key
+              count
+            }
+          }
+          project_id {
+            histogram {
+              key
+              count
+            }
+          }
+        }
+      }
+    }
+    
+    """
+    guppy_service = get_guppy_service()
+    data = guppy_service.graphql_query(histogram_query, variables={"filter": {"AND": []}})['data']
+    if dot_notation:
+        return DotWiz(data)
+    return data
diff --git a/dash/models/project.py b/dash/models/project.py
new file mode 100644
index 00000000..9715c959
--- /dev/null
+++ b/dash/models/project.py
@@ -0,0 +1,61 @@
+import logging
+
+from dotwiz import DotWiz
+from util import get_submission_service
+
+logger = logging.getLogger('dash')
+
+
+def get_project_summaries(dot_notation=True):
+    """Fetch summaries for all projects.
+    @type dot_notation: bool render results as a lightweight class
+    """
+    project_summaries_query = """
+        query gqlHelperHomepageQuery {
+          projects: project(first: 10000) {
+            name: project_id
+            code
+            id
+          }
+          research_subject_count: _research_subject_count
+          specimen_count: _specimen_count
+          observation_count: _observation_count
+          document_reference_count: _document_reference_count
+        }    
+    """
+    query_service = get_submission_service()
+    data = query_service.query(project_summaries_query)['data']
+    # logger.debug(data)
+    if dot_notation:
+        return DotWiz(data)
+    return data
+
+
+def project_detail_counts(dot_notation=True):
+    """Return detailed information about projects.
+    @type dot_notation: bool render results as a lightweight class
+    """
+    project_detail_counts_query = """
+        query gqlHelperProjectDetailQuery(
+          $name: [String]
+        ) {
+          project(project_id: $name) {
+            name: project_id
+            code
+            id
+          }
+          research_subject_count: _research_subject_count(project_id: $name)
+          specimen_count: _specimen_count(project_id: $name)
+          observation_count: _observation_count(project_id: $name)
+          document_reference_count: _document_reference_count(project_id: $name)
+        }    
+    """
+    query_service = get_submission_service()
+    project_summaries = get_project_summaries()
+    for project in project_summaries.projects:
+        data = query_service.query(project_detail_counts_query, variables={'name': project.name})['data']
+        # logger.debug(data)
+        if dot_notation:
+            yield DotWiz(data)
+        else:
+            yield data
diff --git a/dash/pages/__init__.py b/dash/pages/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/dash/pages/cohorts.py b/dash/pages/cohorts.py
new file mode 100644
index 00000000..c518dfa6
--- /dev/null
+++ b/dash/pages/cohorts.py
@@ -0,0 +1,108 @@
+import logging
+
+import dash
+import dash_bootstrap_components as dbc
+from dash import dcc, html, Output, Input, ALL, callback
+from figures.histogram import histogram_selects, histogram_sliders
+from inflection import titleize, pluralize
+from models.file import get_file_histograms
+from models.observation import get_observation_histograms
+# Define recursive dictionary
+from collections import defaultdict
+import json
+import collections
+
+logger = logging.getLogger('dash')
+
+dash.register_page(__name__)
+
+
+def tree_dict():
+    """A recursive default dict."""
+    return collections.defaultdict(tree_dict)
+
+
+@callback(
+    Output('query-builder', 'children'),
+    Input({'type': 'query-parameter', 'index': ALL}, 'value'),
+    Input({'type': 'query-parameter', 'index': ALL}, 'id')
+
+)
+def display_output(values, ids):
+    """Build graphql filter."""
+    filter_ = tree_dict()
+    for value, id_ in zip(values, ids):
+        if not value:
+            continue
+        entity, parameter = id_["index"].split('-')
+        if 'AND' not in filter_[entity]:
+            filter_[entity]['AND'] = []
+        filter_[entity]['AND'].append({'IN': {parameter: value}})
+    return json.dumps(filter_, indent=4)
+
+
+def layout():
+    """Render the cohort page."""
+
+    def accordian(items_, dfs_, names_):
+        """Create an accordian with items for each facet."""
+        return html.Div(dbc.Accordion(
+            [
+                dbc.AccordionItem(
+                    [
+                        item,
+                    ],
+                    id=f"accordian_item-{item.id}",
+                    title=f"{titleize(pluralize(name))}"
+                )
+                for item, df, name in zip(items_, dfs_, names_)
+            ],
+            start_collapsed=True,
+            always_open=True
+        ))
+
+    # get the data from guppy and plot each aggregation
+    file_histograms = get_file_histograms()
+
+    items = []
+    data_frames = []
+    names = []
+
+    for i, d, n in [histogram_selects(file_histograms), histogram_sliders(file_histograms)]:
+        items.extend(i)
+        data_frames.extend(d)
+        names.extend(n)
+
+    file_accordian = accordian(items, data_frames, names)
+
+    observation_histograms = get_observation_histograms()
+
+    items = []
+    data_frames = []
+    names = []
+
+    for i, d, n in [histogram_selects(observation_histograms), histogram_sliders(observation_histograms)]:
+        items.extend(i)
+        data_frames.extend(d)
+        names.extend(n)
+
+    observation_accordian = accordian(items, data_frames, names)
+
+    return [
+        html.H2("Cohorts"),
+        html.Hr(className="my-2"),
+        html.P('Quis imperdiet massa tincidunt nunc. Convallis tellus id interdum velit. Mauris pellentesque pulvinar pellentesque habitant morbi tristique senectus.'),
+        html.Hr(className="my-2"),
+        html.Code(
+            id="query-builder",
+            children="Selections go here..."),
+        dbc.Tabs(
+            [
+                dbc.Tab(file_accordian, label="Files"),
+                dbc.Tab(observation_accordian, label="Observations"),
+            ]
+        )
+    ]
+
+
+# variables :  {filter: {AND: [{IN: {encounter_type: ["Encounter for symptom"]}}]}}
\ No newline at end of file
diff --git a/dash/pages/home.py b/dash/pages/home.py
new file mode 100644
index 00000000..83954775
--- /dev/null
+++ b/dash/pages/home.py
@@ -0,0 +1,24 @@
+
+import logging
+
+import dash
+from dash import html, dash_table, dcc
+
+from figures.project import counts as project_counts
+
+logger = logging.getLogger('dash')
+
+
+dash.register_page(__name__, path='/')
+
+
+def layout():
+    """Show the welcome message"""
+    fig, df = project_counts()
+    return [
+        html.H2("Welcome"),
+        html.Hr(className="my-2"),
+        html.P(
+            "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum."),
+        dcc.Graph(figure=fig)
+    ]
diff --git a/dash/pages/profile.py b/dash/pages/profile.py
new file mode 100644
index 00000000..dd37b04b
--- /dev/null
+++ b/dash/pages/profile.py
@@ -0,0 +1,60 @@
+import logging
+
+import dash_bootstrap_components as dbc
+import pandas as pd
+from util import get_authz, get_submission_service
+
+import dash
+from dash import Input, Output, callback, dash_table, html
+
+logger = logging.getLogger('dash')
+
+
+dash.register_page(__name__)
+
+
+def layout():
+    # query_service = get_submission_service()
+    # data = query_service.query("{ program(first:0) { id name projects { id code } } }")
+    # logger.error(data)
+
+    simplified_authz = {k: ','.join([m['method'] for m in v]) for k, v in get_authz().items()}
+    df = pd.DataFrame([{'path': k, 'methods': v} for k, v in simplified_authz.items()])
+    if 'path' in df:
+        df['id'] = df['path']
+        df.set_index('id', inplace=True, drop=False)
+
+    return [
+        html.H2("Authorization"),
+        html.P(
+            "You have the following authorization profile.",
+            className="lead",
+        ),
+        html.Hr(className="my-2"),
+        dbc.Label('Select a row:'),
+        # see https://stackoverflow.com/questions/61905396/dash-datatable-with-select-all-checkbox
+        # more tricks https://github.com/Coding-with-Adam/Dash-by-Plotly/blob/master/DataTable/Tips-and-tricks/filter-datatable.py
+        dash_table.DataTable(df.to_dict('records'),
+                             columns=[
+                                 {'name': i, 'id': i, 'deletable': False} for i in df.columns
+                                 # omit the id column
+                                 if i != 'id'
+                             ],
+                             id='tbl',
+                             row_selectable='multi',
+                             page_current=0,
+                             page_size=10,
+                             sort_action='native',
+                             cell_selectable=False,
+                             ),
+        dbc.Alert(id='tbl_out'),
+    ]
+
+
+@callback(Output('tbl_out', 'children'),
+          Input('tbl', 'derived_virtual_row_ids'),
+          Input('tbl', 'selected_row_ids')
+          )
+def update_graphs(row_ids, selected_row_ids):
+    return str(selected_row_ids)
+
diff --git a/dash/requirements.txt b/dash/requirements.txt
new file mode 100644
index 00000000..d4996c55
--- /dev/null
+++ b/dash/requirements.txt
@@ -0,0 +1,15 @@
+pandas
+dash
+requests
+cachelib
+dash_bootstrap_components
+
+gen3
+
+# dotnotation for dicts
+
+dotwiz
+
+flatten_json==0.1.13
+
+inflection
\ No newline at end of file
diff --git a/dash/util/__init__.py b/dash/util/__init__.py
new file mode 100644
index 00000000..4042c65e
--- /dev/null
+++ b/dash/util/__init__.py
@@ -0,0 +1,193 @@
+import logging
+
+import flask
+import requests
+from cachelib import SimpleCache
+from gen3.auth import endpoint_from_token
+logger = logging.getLogger('dash')
+from gen3.query import Gen3Query
+from gen3.submission import Gen3Submission
+
+# Cache the access for 60 seconds so that we don't make multiple requests to
+# Arborist when a user accesses a webpage and fetches multiple JS/CSS files.
+ACCESS_CACHE = SimpleCache(default_timeout=60)
+
+
+def get_guppy_service(endpoint='http://revproxy-service') -> Gen3Query:
+    """Construct a Query Class
+
+    See https://uc-cdis.github.io/gen3sdk-python/_build/html/query.html#gen3.query.Gen3Query
+    """
+    return Gen3Query(Gen3SessionAuth(endpoint=endpoint))
+
+
+def get_submission_service(endpoint='http://revproxy-service') -> Gen3Submission:
+    """Construct a Query Class
+
+    See https://uc-cdis.github.io/gen3sdk-python/_build/html/submission.html#gen3.submission.Gen3Submission.query
+    """
+    return Gen3Submission(Gen3SessionAuth(endpoint=endpoint))
+
+
+def get_authz():
+    """Returns authorization from arborist."""
+    # no request active
+    if not flask.request:
+        logger.error('get_authz: No flask request')
+        return {}
+
+    # get incoming headers
+    if 'Authorization' not in flask.request.headers:
+        logger.error('get_authz: No Authorization in flask request')
+        return {}
+
+    authorization = flask.request.headers['Authorization']
+    # hit, in cache
+    if ACCESS_CACHE.has(authorization):
+        return ACCESS_CACHE.get(authorization)
+    # miss, go get it
+    # logger.debug("Refreshing authz")
+    arborist_response = requests.get('http://revproxy-service/authz/mapping',
+                                     headers={'Authorization': authorization})
+    arborist_response.raise_for_status()
+    # update cache
+    ACCESS_CACHE.set(authorization, arborist_response.json())
+    return ACCESS_CACHE.get(authorization)
+
+
+class Gen3SessionAuth(requests.auth.AuthBase):
+    """
+    An Auth helper based on access token.
+    No attempt is made to refresh.
+    """
+    def __init__(self, access_token=None, endpoint=None):
+        """
+        endpoint
+        """
+        if access_token:
+            self._access_token = access_token
+        elif not flask.request:
+            logger.error('Gen3SessionAuth No flask request')
+        elif 'Authorization' not in flask.request.headers:
+            logger.error('Gen3SessionAuth: No Authorization in flask request')
+        else:
+            authorization_parts = flask.request.headers['Authorization'].split(' ')
+            assert len(authorization_parts) == 2, f"Gen3SessionAuth expected bearer token {flask.request.headers['Authorization']}"
+            self._access_token = authorization_parts[-1]
+            if endpoint:
+                self.endpoint = endpoint
+            else:
+                self.endpoint = endpoint_from_token(self._access_token)
+            # logger.debug(f"Gen3SessionAuth _access_token {self._access_token} endpoint {self.endpoint}")
+
+    def __call__(self, request_):
+        """Adds authorization header to the request
+        This gets called by the python.requests package on outbound requests
+        so that authentication can be added.
+        Args:
+            request_ (object): The incoming request object
+        """
+        request_.headers["Authorization"] = "bearer " + self._access_token
+        # logger.debug(f"Gen3SessionAuth request_.headers['Authorization'] {request_.headers['Authorization']}")
+        return request_
+
+# def get_authz_mock():
+#     """"""
+#     return {'/data_file': [{'service': 'fence', 'method': 'file_upload'}, {'service': 'indexd', 'method': '*'}],
+#             '/open': [{'service': '*', 'method': 'read'}, {'service': '*', 'method': 'read-storage'}],
+#             '/programs': [{'service': 'indexd', 'method': '*'}],
+#             '/programs/MyFirstProgram': [{'service': 'indexd', 'method': '*'}],
+#             '/programs/MyFirstProgram/projects': [{'service': 'indexd', 'method': '*'}],
+#             '/programs/MyFirstProgram/projects/MyFirstProject': [{'service': '*', 'method': 'create'},
+#                                                                  {'service': '*', 'method': 'delete'},
+#                                                                  {'service': '*', 'method': 'read'},
+#                                                                  {'service': '*', 'method': 'read-storage'},
+#                                                                  {'service': '*', 'method': 'update'},
+#                                                                  {'service': '*', 'method': 'write-storage'},
+#                                                                  {'service': 'indexd', 'method': '*'}],
+#             '/programs/aced': [{'service': 'indexd', 'method': '*'}],
+#             '/programs/aced/projects': [{'service': 'indexd', 'method': '*'}],
+#             '/programs/aced/projects/Alcoholism': [{'service': '*', 'method': 'create'},
+#                                                    {'service': '*', 'method': 'delete'},
+#                                                    {'service': '*', 'method': 'read'},
+#                                                    {'service': '*', 'method': 'read-storage'},
+#                                                    {'service': '*', 'method': 'update'},
+#                                                    {'service': '*', 'method': 'write-storage'},
+#                                                    {'service': 'indexd', 'method': '*'}],
+#             '/programs/aced/projects/Alzheimers': [{'service': '*', 'method': 'create'},
+#                                                    {'service': '*', 'method': 'delete'},
+#                                                    {'service': '*', 'method': 'read'},
+#                                                    {'service': '*', 'method': 'read-storage'},
+#                                                    {'service': '*', 'method': 'update'},
+#                                                    {'service': '*', 'method': 'write-storage'},
+#                                                    {'service': 'indexd', 'method': '*'}],
+#             '/programs/aced/projects/Breast_Cancer': [{'service': '*', 'method': 'create'},
+#                                                       {'service': '*', 'method': 'delete'},
+#                                                       {'service': '*', 'method': 'read'},
+#                                                       {'service': '*', 'method': 'read-storage'},
+#                                                       {'service': '*', 'method': 'update'},
+#                                                       {'service': '*', 'method': 'write-storage'},
+#                                                       {'service': 'indexd', 'method': '*'}],
+#             '/programs/aced/projects/Colon_Cancer': [{'service': '*', 'method': 'create'},
+#                                                      {'service': '*', 'method': 'delete'},
+#                                                      {'service': '*', 'method': 'read'},
+#                                                      {'service': '*', 'method': 'read-storage'},
+#                                                      {'service': '*', 'method': 'update'},
+#                                                      {'service': '*', 'method': 'write-storage'},
+#                                                      {'service': 'indexd', 'method': '*'}],
+#             '/programs/aced/projects/Diabetes': [{'service': '*', 'method': 'create'},
+#                                                  {'service': '*', 'method': 'delete'},
+#                                                  {'service': '*', 'method': 'read'},
+#                                                  {'service': '*', 'method': 'read-storage'},
+#                                                  {'service': '*', 'method': 'update'},
+#                                                  {'service': '*', 'method': 'write-storage'},
+#                                                  {'service': 'indexd', 'method': '*'}],
+#             '/programs/aced/projects/Lung_Cancer': [{'service': '*', 'method': 'create'},
+#                                                     {'service': '*', 'method': 'delete'},
+#                                                     {'service': '*', 'method': 'read'},
+#                                                     {'service': '*', 'method': 'read-storage'},
+#                                                     {'service': '*', 'method': 'update'},
+#                                                     {'service': '*', 'method': 'write-storage'},
+#                                                     {'service': 'indexd', 'method': '*'}],
+#             '/programs/aced/projects/Prostate_Cancer': [{'service': '*', 'method': 'create'},
+#                                                         {'service': '*', 'method': 'delete'},
+#                                                         {'service': '*', 'method': 'read'},
+#                                                         {'service': '*', 'method': 'read-storage'},
+#                                                         {'service': '*', 'method': 'update'},
+#                                                         {'service': '*', 'method': 'write-storage'},
+#                                                         {'service': 'indexd', 'method': '*'}],
+#             '/programs/jnkns': [{'service': '*', 'method': 'create'}, {'service': '*', 'method': 'delete'},
+#                                 {'service': '*', 'method': 'read'}, {'service': '*', 'method': 'read-storage'},
+#                                 {'service': '*', 'method': 'update'}, {'service': '*', 'method': 'write-storage'},
+#                                 {'service': 'indexd', 'method': '*'}],
+#             '/programs/jnkns/projects': [{'service': '*', 'method': 'create'}, {'service': '*', 'method': 'delete'},
+#                                          {'service': '*', 'method': 'read'}, {'service': '*', 'method': 'read-storage'},
+#                                          {'service': '*', 'method': 'update'},
+#                                          {'service': '*', 'method': 'write-storage'},
+#                                          {'service': 'indexd', 'method': '*'}],
+#             '/programs/jnkns/projects/jenkins': [{'service': '*', 'method': 'create'},
+#                                                  {'service': '*', 'method': 'delete'},
+#                                                  {'service': '*', 'method': 'read'},
+#                                                  {'service': '*', 'method': 'read-storage'},
+#                                                  {'service': '*', 'method': 'update'},
+#                                                  {'service': '*', 'method': 'write-storage'},
+#                                                  {'service': 'indexd', 'method': '*'}],
+#             '/programs/program1': [{'service': '*', 'method': 'create'}, {'service': '*', 'method': 'delete'},
+#                                    {'service': '*', 'method': 'read'}, {'service': '*', 'method': 'read-storage'},
+#                                    {'service': '*', 'method': 'update'}, {'service': '*', 'method': 'write-storage'},
+#                                    {'service': 'indexd', 'method': '*'}],
+#             '/programs/program1/projects': [{'service': '*', 'method': 'create'}, {'service': '*', 'method': 'delete'},
+#                                             {'service': '*', 'method': 'read'},
+#                                             {'service': '*', 'method': 'read-storage'},
+#                                             {'service': '*', 'method': 'update'},
+#                                             {'service': '*', 'method': 'write-storage'},
+#                                             {'service': 'indexd', 'method': '*'}],
+#             '/programs/program1/projects/P1': [{'service': '*', 'method': 'create'},
+#                                                {'service': '*', 'method': 'delete'}, {'service': '*', 'method': 'read'},
+#                                                {'service': '*', 'method': 'read-storage'},
+#                                                {'service': '*', 'method': 'update'},
+#                                                {'service': '*', 'method': 'write-storage'},
+#                                                {'service': 'indexd', 'method': '*'}],
+#             '/services/sheepdog/submission/program': [{'service': 'sheepdog', 'method': '*'}],
+#             '/services/sheepdog/submission/project': [{'service': 'sheepdog', 'method': '*'}],
+#             '/workspace': [{'service': 'jupyterhub', 'method': 'access'}]}

From a318042bb365729c0869814c1440c81bc41d252c Mon Sep 17 00:00:00 2001
From: Brian Walsh <brian@bwalsh.com>
Date: Sun, 6 Nov 2022 06:06:02 -0800
Subject: [PATCH 02/17] Checklist per property

---
 dash/figures/histogram.py  | 11 ++++++---
 dash/models/file.py        |  5 ++--
 dash/models/observation.py |  8 ++++---
 dash/pages/cohorts.py      | 49 ++++++++++++++++++++++++++------------
 4 files changed, 50 insertions(+), 23 deletions(-)

diff --git a/dash/figures/histogram.py b/dash/figures/histogram.py
index 63b5c8e0..e27c02bc 100644
--- a/dash/figures/histogram.py
+++ b/dash/figures/histogram.py
@@ -1,8 +1,9 @@
+import logging
+
+import dash_bootstrap_components as dbc
 import pandas as pd
 import plotly.express as px
-import dash_bootstrap_components as dbc
 from dash import html, dcc
-import logging
 
 logger = logging.getLogger('dash')
 
@@ -64,7 +65,11 @@ def histogram_selects(histograms):
                     'label': html.Div(
                          [
                              html.Div(h.key),
-                             dbc.Badge(h.count, className="ms-1", color="info")
+                             dbc.Badge(h.count, className="ms-1", color="info",
+                                       id={
+                                           'index': f"{entity}-{k}-{h.key}",
+                                           'type': 'term-count'
+                                       })
                          ],
                          style={'display': 'inline-flex', 'paddingLeft': '2em'}
                     )
diff --git a/dash/models/file.py b/dash/models/file.py
index 26d6f60d..ef2225e3 100644
--- a/dash/models/file.py
+++ b/dash/models/file.py
@@ -6,8 +6,9 @@
 logger = logging.getLogger('dash')
 
 
-def get_file_histograms(dot_notation=True):
+def get_file_histograms(dot_notation=True, variables={"filter": {"AND": []}}):
     """Fetch histogram of counts for all projects.
+    @param variables: a graphql filter
     @type dot_notation: bool render results as a lightweight class"""
 
     histogram_query = """
@@ -92,7 +93,7 @@ def get_file_histograms(dot_notation=True):
     }    
     """
     guppy_service = get_guppy_service()
-    data = guppy_service.graphql_query(histogram_query, variables={"filter": {"AND": []}})['data']
+    data = guppy_service.graphql_query(histogram_query, variables=variables)['data']
     if dot_notation:
         return DotWiz(data)
     return data
diff --git a/dash/models/observation.py b/dash/models/observation.py
index 8367084a..f50da53b 100644
--- a/dash/models/observation.py
+++ b/dash/models/observation.py
@@ -6,9 +6,11 @@
 logger = logging.getLogger('dash')
 
 
-def get_observation_histograms(dot_notation=True):
+def get_observation_histograms(dot_notation=True, variables={"filter": {"AND": []}}):
     """Fetch histogram of counts for all observations.
-    @type dot_notation: bool render results as a lightweight class"""
+    @param variables: a graphql filter
+    @type dot_notation: bool render results as a lightweight class
+    """
 
     histogram_query = """
     query ($filter: JSON) {
@@ -56,7 +58,7 @@ def get_observation_histograms(dot_notation=True):
     
     """
     guppy_service = get_guppy_service()
-    data = guppy_service.graphql_query(histogram_query, variables={"filter": {"AND": []}})['data']
+    data = guppy_service.graphql_query(histogram_query, variables=variables)['data']
     if dot_notation:
         return DotWiz(data)
     return data
diff --git a/dash/pages/cohorts.py b/dash/pages/cohorts.py
index c518dfa6..7f09299f 100644
--- a/dash/pages/cohorts.py
+++ b/dash/pages/cohorts.py
@@ -2,7 +2,7 @@
 
 import dash
 import dash_bootstrap_components as dbc
-from dash import dcc, html, Output, Input, ALL, callback
+from dash import dcc, html, Output, Input, ALL, callback, MATCH, State
 from figures.histogram import histogram_selects, histogram_sliders
 from inflection import titleize, pluralize
 from models.file import get_file_histograms
@@ -22,23 +22,45 @@ def tree_dict():
     return collections.defaultdict(tree_dict)
 
 
+def build_filters(values, ids):
+    """Create a filter from selected values and ids."""
+    filters = tree_dict()
+    for value, id_ in zip(values, ids):
+        if not value:
+            continue
+        entity, parameter = id_["index"].split('-')
+        if 'AND' not in filters[entity]['filter']:
+            filters[entity]['filter']['AND'] = []
+        filters[entity]['filter']['AND'].append({'IN': {parameter: value}})
+    return filters
+
+
 @callback(
     Output('query-builder', 'children'),
     Input({'type': 'query-parameter', 'index': ALL}, 'value'),
     Input({'type': 'query-parameter', 'index': ALL}, 'id')
-
 )
-def display_output(values, ids):
+def display_filters(values, ids):
     """Build graphql filter."""
-    filter_ = tree_dict()
-    for value, id_ in zip(values, ids):
-        if not value:
-            continue
-        entity, parameter = id_["index"].split('-')
-        if 'AND' not in filter_[entity]:
-            filter_[entity]['AND'] = []
-        filter_[entity]['AND'].append({'IN': {parameter: value}})
-    return json.dumps(filter_, indent=4)
+    logger.error(('display_filters', values, ids))
+    filters = build_filters(values, ids)
+    return json.dumps(filters, indent=4)
+
+
+@callback(
+    Output({'type': 'term-count', 'index': MATCH}, 'children'),
+    Input({'type': 'query-parameter', 'index': MATCH}, 'value'),
+    State({'type': 'query-parameter', 'index': MATCH}, 'id')
+)
+def update_counters(values, ids):
+    """Run a histogram and then update badges."""
+    logger.error(('update_counters', values, ids))
+    return ''
+    # filters = build_filters(values, ids)
+    # if 'file' in filters:
+    #     file_histograms = get_file_histograms(variables=filters['file'])
+    #     logger.error(file_histograms)
+    # return json.dumps(filters, indent=4)
 
 
 def layout():
@@ -52,7 +74,6 @@ def accordian(items_, dfs_, names_):
                     [
                         item,
                     ],
-                    id=f"accordian_item-{item.id}",
                     title=f"{titleize(pluralize(name))}"
                 )
                 for item, df, name in zip(items_, dfs_, names_)
@@ -104,5 +125,3 @@ def accordian(items_, dfs_, names_):
         )
     ]
 
-
-# variables :  {filter: {AND: [{IN: {encounter_type: ["Encounter for symptom"]}}]}}
\ No newline at end of file

From 10177490f9575f42e2af65532691a2c65c6c0044 Mon Sep 17 00:00:00 2001
From: Brian Walsh <brian@bwalsh.com>
Date: Sun, 6 Nov 2022 06:12:17 -0800
Subject: [PATCH 03/17] RangeSlider

---
 dash/figures/histogram.py | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/dash/figures/histogram.py b/dash/figures/histogram.py
index e27c02bc..12f1cbcf 100644
--- a/dash/figures/histogram.py
+++ b/dash/figures/histogram.py
@@ -105,16 +105,16 @@ def histogram_sliders(histograms):
 
         assert len(v.histogram) == 1
         df = pd.DataFrame(v.histogram)
-        min_ = v.histogram[0].key[0]
-        max_ = v.histogram[0].key[1]
+        min_ = int(v.histogram[0].key[0])
+        max_ = int(v.histogram[0].key[1])
         # value = max_,
         sliders.append(
-            dcc.Slider(min_, max_, int((max_ - min_)/10),
-                       id={
-                           'index': f"{entity}-{k}",
-                           'type': 'query-parameter'
-                       }
-                       )
+            dcc.RangeSlider(min_, max_, int((max_ - min_) / 10),
+                            id={
+                                'index': f"{entity}-{k}",
+                                'type': 'query-parameter'
+                            }
+                            )
         )
 
         dfs.append(df)

From f6a553533fec61f3776ca8336a4dc88f809d28da Mon Sep 17 00:00:00 2001
From: Brian Walsh <brian@bwalsh.com>
Date: Sun, 6 Nov 2022 09:24:28 -0800
Subject: [PATCH 04/17] Update badges via client side callback

---
 dash/app.py               |  2 +-
 dash/figures/histogram.py |  2 +-
 dash/pages/cohorts.py     | 79 ++++++++++++++++++++++++++++++++++-----
 3 files changed, 72 insertions(+), 11 deletions(-)

diff --git a/dash/app.py b/dash/app.py
index f4aa4ae3..7684ab2f 100644
--- a/dash/app.py
+++ b/dash/app.py
@@ -22,7 +22,7 @@ def check_privileges():
     get_authz()
 
 
-# Clientside callback
+# Clientside callback: refresh token by calling fence's /user endpoint
 app.clientside_callback(
     """
     // Call fence's /user endpoint, parse the response and update the profile 
diff --git a/dash/figures/histogram.py b/dash/figures/histogram.py
index 12f1cbcf..78b4e01f 100644
--- a/dash/figures/histogram.py
+++ b/dash/figures/histogram.py
@@ -65,7 +65,7 @@ def histogram_selects(histograms):
                     'label': html.Div(
                          [
                              html.Div(h.key),
-                             dbc.Badge(h.count, className="ms-1", color="info",
+                             dbc.Badge(h.count, className="ms-1 term-count", color="info",
                                        id={
                                            'index': f"{entity}-{k}-{h.key}",
                                            'type': 'term-count'
diff --git a/dash/pages/cohorts.py b/dash/pages/cohorts.py
index 7f09299f..3c5e1887 100644
--- a/dash/pages/cohorts.py
+++ b/dash/pages/cohorts.py
@@ -2,7 +2,7 @@
 
 import dash
 import dash_bootstrap_components as dbc
-from dash import dcc, html, Output, Input, ALL, callback, MATCH, State
+from dash import dcc, html, Output, Input, ALL, callback, MATCH, State, get_app
 from figures.histogram import histogram_selects, histogram_sliders
 from inflection import titleize, pluralize
 from models.file import get_file_histograms
@@ -48,19 +48,78 @@ def display_filters(values, ids):
 
 
 @callback(
-    Output({'type': 'term-count', 'index': MATCH}, 'children'),
-    Input({'type': 'query-parameter', 'index': MATCH}, 'value'),
-    State({'type': 'query-parameter', 'index': MATCH}, 'id')
+    Output('histogram-data', 'data'),
+    Input({'type': 'query-parameter', 'index': ALL}, 'value'),
+    Input({'type': 'query-parameter', 'index': ALL}, 'id')
 )
 def update_counters(values, ids):
     """Run a histogram and then update badges."""
     logger.error(('update_counters', values, ids))
-    return ''
-    # filters = build_filters(values, ids)
+    filters = build_filters(values, ids)
+    histograms = {'_aggregation': {}}
+    histogram_fetchers = {
+        'file': get_file_histograms,
+        'case': get_observation_histograms
+    }
+    for entity_name in filters:
+        fetcher = histogram_fetchers.get(entity_name, None)
+        if fetcher:
+            fetcher_results = fetcher(variables=filters[entity_name])
+            for aggregation_name in fetcher_results['_aggregation']:
+                histograms['_aggregation'][aggregation_name] = fetcher_results['_aggregation'][aggregation_name]
+    return histograms
+    #
     # if 'file' in filters:
     #     file_histograms = get_file_histograms(variables=filters['file'])
-    #     logger.error(file_histograms)
-    # return json.dumps(filters, indent=4)
+    #     return file_histograms
+    # else:
+    #     return {}
+
+
+# Clientside callback: traverse histogram, match DOM with class name 'term-count' update counts in DOM directly
+get_app().clientside_callback(
+    """
+    // traverse histogram, match DOM with class name 'term-count' update counts in DOM directly 
+    async function(histograms) {
+        // console.log('debug: histogram counters',histograms);
+        if (Object.keys(histograms).length === 0) {
+            // console.log("debug: empty histogram");
+            return window.dash_clientside.no_update
+        }
+        // get all our badges into a lookup hash by id
+        const termCounts = Array.from(document.getElementsByClassName('term-count'));
+        const termCountLookup = {}
+        termCounts.forEach((item) => termCountLookup[JSON.parse(item.id)['index']] = item)        
+        // const entity_name = 'file' ;
+        Object.keys(histograms._aggregation).forEach((entity_name) => {
+            console.log('Updating badges', entity_name)
+            const entity = histograms._aggregation[entity_name] ; 
+            for (const property_name in entity) {
+              const p = `${entity_name}-${property_name}`          
+              entity[property_name].histogram.forEach((h) => {
+                // TODO - check range sliders
+                if (termCountLookup[`${p}-${h.key}`]) {
+                    termCountLookup[`${p}-${h.key}`].innerText = h.count
+                    // remove from array
+                    delete termCountLookup[`${p}-${h.key}`]
+                }
+              }) ;
+              // set items no longer in histogram to 0
+              Object.keys(termCountLookup).forEach((k) => {
+                if (k.startsWith(p)) {
+                    termCountLookup[k].innerText = '0';
+                }          
+              }) ;                    
+            }                 
+        });
+        // always return no update since we updated dom directly
+        return window.dash_clientside.no_update
+    }
+    """,
+    Output('placeholder-dummy', 'children'),
+    Input('histogram-data', 'data'),
+    prevent_initial_call=True
+)
 
 
 def layout():
@@ -122,6 +181,8 @@ def accordian(items_, dfs_, names_):
                 dbc.Tab(file_accordian, label="Files"),
                 dbc.Tab(observation_accordian, label="Observations"),
             ]
-        )
+        ),
+        dcc.Store(id='histogram-data', storage_type='local'),
+        html.P(id='placeholder-dummy', hidden=True)
     ]
 

From 6c1fe49aa4fe7fc6a38d1ccf251667d3496755a8 Mon Sep 17 00:00:00 2001
From: Brian Walsh <brian@bwalsh.com>
Date: Mon, 7 Nov 2022 09:33:29 -0800
Subject: [PATCH 05/17] Adds dash container

---
 docker-compose.override.yml | 11 +++++++++++
 nginx.conf                  | 22 ++++++++++++++++++++++
 2 files changed, 33 insertions(+)

diff --git a/docker-compose.override.yml b/docker-compose.override.yml
index c406044d..818baa70 100644
--- a/docker-compose.override.yml
+++ b/docker-compose.override.yml
@@ -123,6 +123,17 @@ services:
       - minio-manchester
       - minio-stanford
 
+  dash-service:
+    build: dash
+    container_name: dash-service
+    ports:
+      - "8050:8050"  # HOST:CONTAINER
+    environment:
+      - DASH_URL_BASE_PATHNAME=/dash/proxy/
+    networks:
+      - devnet
+
+
 
 # expose postgres to host os
 
diff --git a/nginx.conf b/nginx.conf
index 49270bb6..edfa0007 100644
--- a/nginx.conf
+++ b/nginx.conf
@@ -283,6 +283,28 @@ http {
         location /lw-workspace/ {
             return 302 /lw-workspace/proxy;
         }
+
+        location /dash/proxy {
+
+            if ($saved_set_cookie != "") {
+                add_header Set-Cookie $saved_set_cookie always;
+            }
+
+            error_page 403 = @errorworkspace;
+
+            proxy_pass http://dash-service:8050;
+            proxy_http_version 1.1;
+            proxy_set_header Host $host;
+            proxy_set_header Upgrade $http_upgrade;
+            proxy_set_header Connection $http_connection;
+            proxy_set_header   Authorization "$access_token";
+        }
+
+        location /dash/ {
+            return 302 /dash/proxy;
+        }
+
+
     }
 
 

From 5bf7d0a7582dcaf85403cf00d566593e453c211a Mon Sep 17 00:00:00 2001
From: Brian Walsh <brian@bwalsh.com>
Date: Mon, 7 Nov 2022 09:34:11 -0800
Subject: [PATCH 06/17] Queries files based on observations

---
 dash/models/file.py        | 27 ++++++++++++++++++++++++
 dash/models/observation.py | 25 ++++++++++++++++++++++
 dash/pages/cohorts.py      | 43 ++++++++++++++++++++++++--------------
 3 files changed, 79 insertions(+), 16 deletions(-)

diff --git a/dash/models/file.py b/dash/models/file.py
index ef2225e3..7b9fe657 100644
--- a/dash/models/file.py
+++ b/dash/models/file.py
@@ -6,6 +6,33 @@
 logger = logging.getLogger('dash')
 
 
+def get_files(dot_notation=True, variables={"filter": {"AND": []}, "sort": []}):
+    """Fetch histogram of counts for all projects.
+    @param variables: a graphql filter and sort
+    @type dot_notation: bool render results as a lightweight class"""
+    query = """
+        query ($sort: JSON,$filter: JSON,) {
+            file (accessibility: all, offset: 0, first: 1000, , sort: $sort, filter: $filter,) {
+                file_id  
+                patient_id    
+                file_category    
+                file_name    
+                file_size    
+                object_id    
+            }
+            _aggregation {
+              file (filter: $filter, accessibility: all) {
+                _totalCount
+              }
+            }
+        }    
+    """
+    guppy_service = get_guppy_service()
+    data = guppy_service.graphql_query(query, variables=variables)['data']
+    data = DotWiz(data)
+    return [f for f in data.file]
+
+
 def get_file_histograms(dot_notation=True, variables={"filter": {"AND": []}}):
     """Fetch histogram of counts for all projects.
     @param variables: a graphql filter
diff --git a/dash/models/observation.py b/dash/models/observation.py
index f50da53b..ce7f4b22 100644
--- a/dash/models/observation.py
+++ b/dash/models/observation.py
@@ -6,6 +6,31 @@
 logger = logging.getLogger('dash')
 
 
+def get_patients(variables={"filter": {"AND": []}}):
+    """Query histogram on patient_id to get all unique patients
+    @type variables: object graphql filter object
+    @return list of patient_id strings
+    """
+    query = """
+        query ($filter: JSON) {
+          _aggregation {
+            case(filter: $filter) {
+              patient_id {
+                histogram {
+                  key
+                  count
+                }
+              }
+            }
+          }
+        }  
+    """
+    guppy_service = get_guppy_service()
+    data = guppy_service.graphql_query(query, variables=variables)['data']
+    data = DotWiz(data)
+    return [h.key for h in data._aggregation.case.patient_id.histogram]  # noqa
+
+
 def get_observation_histograms(dot_notation=True, variables={"filter": {"AND": []}}):
     """Fetch histogram of counts for all observations.
     @param variables: a graphql filter
diff --git a/dash/pages/cohorts.py b/dash/pages/cohorts.py
index 3c5e1887..02f43b0a 100644
--- a/dash/pages/cohorts.py
+++ b/dash/pages/cohorts.py
@@ -2,13 +2,12 @@
 
 import dash
 import dash_bootstrap_components as dbc
-from dash import dcc, html, Output, Input, ALL, callback, MATCH, State, get_app
+from dash import dcc, html, Output, Input, ALL, callback, MATCH, State, get_app, dash_table
+from dotwiz import DotWiz
 from figures.histogram import histogram_selects, histogram_sliders
 from inflection import titleize, pluralize
-from models.file import get_file_histograms
-from models.observation import get_observation_histograms
-# Define recursive dictionary
-from collections import defaultdict
+from models.file import get_file_histograms, get_files
+from models.observation import get_observation_histograms, get_patients
 import json
 import collections
 
@@ -42,7 +41,6 @@ def build_filters(values, ids):
 )
 def display_filters(values, ids):
     """Build graphql filter."""
-    logger.error(('display_filters', values, ids))
     filters = build_filters(values, ids)
     return json.dumps(filters, indent=4)
 
@@ -54,26 +52,36 @@ def display_filters(values, ids):
 )
 def update_counters(values, ids):
     """Run a histogram and then update badges."""
-    logger.error(('update_counters', values, ids))
     filters = build_filters(values, ids)
     histograms = {'_aggregation': {}}
     histogram_fetchers = {
         'file': get_file_histograms,
         'case': get_observation_histograms
     }
-    for entity_name in filters:
-        fetcher = histogram_fetchers.get(entity_name, None)
+    for entity_name in histogram_fetchers.keys():
+        fetcher = histogram_fetchers.get(entity_name)
         if fetcher:
-            fetcher_results = fetcher(variables=filters[entity_name])
+            fetcher_results = fetcher(variables=filters.get(entity_name, {"filter": {"AND": []}}))
             for aggregation_name in fetcher_results['_aggregation']:
                 histograms['_aggregation'][aggregation_name] = fetcher_results['_aggregation'][aggregation_name]
     return histograms
-    #
-    # if 'file' in filters:
-    #     file_histograms = get_file_histograms(variables=filters['file'])
-    #     return file_histograms
-    # else:
-    #     return {}
+
+
+@callback(
+    Output('results', 'data'),
+    Input('query', 'n_clicks'),
+    Input({'type': 'query-parameter', 'index': ALL}, 'value'),
+    Input({'type': 'query-parameter', 'index': ALL}, 'id')
+)
+def query(n_clicks, values, ids):
+    """Run a histogram and then update badges."""
+    filters = build_filters(values, ids)
+    patient_ids = get_patients(variables=filters.get('case', {"filter": {"AND": []}}))
+    file_filters = filters.get('file', {"filter": {"AND": []}})
+    file_filters['filter']['AND'].append({"IN": {"patient_id": patient_ids}})
+    file_filters['sort'] = []
+    files = get_files(variables=file_filters)
+    return files
 
 
 # Clientside callback: traverse histogram, match DOM with class name 'term-count' update counts in DOM directly
@@ -176,12 +184,15 @@ def accordian(items_, dfs_, names_):
         html.Code(
             id="query-builder",
             children="Selections go here..."),
+        html.Hr(className="my-2"),
+        html.Button('Query', id='query', n_clicks=0, style={'display': 'flex', 'float': 'right'}),
         dbc.Tabs(
             [
                 dbc.Tab(file_accordian, label="Files"),
                 dbc.Tab(observation_accordian, label="Observations"),
             ]
         ),
+        dash_table.DataTable(id='results'),
         dcc.Store(id='histogram-data', storage_type='local'),
         html.P(id='placeholder-dummy', hidden=True)
     ]

From 95db4e915352de285b1494ed9ffc901261d52bd9 Mon Sep 17 00:00:00 2001
From: Brian Walsh <brian@bwalsh.com>
Date: Wed, 23 Nov 2022 08:13:33 -0800
Subject: [PATCH 07/17] Adds fhir service

---
 docker-compose.override.yml |  12 ++-
 fhir/README.md              |  12 +++
 fhir/data/application.yaml  | 205 ++++++++++++++++++++++++++++++++++++
 3 files changed, 228 insertions(+), 1 deletion(-)
 create mode 100644 fhir/README.md
 create mode 100644 fhir/data/application.yaml

diff --git a/docker-compose.override.yml b/docker-compose.override.yml
index 818baa70..a2b5eac9 100644
--- a/docker-compose.override.yml
+++ b/docker-compose.override.yml
@@ -134,6 +134,16 @@ services:
       - devnet
 
 
+  fhir-service:
+    image: "hapiproject/hapi:latest"
+    ports:
+      - "8090:8080"
+    volumes:
+      - ./fhir/data:/data/hapi
+    environment:
+      SPRING_CONFIG_LOCATION: 'file:///data/hapi/application.yaml'
+    networks:
+      - devnet
 
 # expose postgres to host os
 
@@ -153,4 +163,4 @@ volumes:
   data4-1:
   data4-2:
   data5-1:
-  data5-2:
\ No newline at end of file
+  data5-2:
diff --git a/fhir/README.md b/fhir/README.md
new file mode 100644
index 00000000..65e24977
--- /dev/null
+++ b/fhir/README.md
@@ -0,0 +1,12 @@
+DROP DATABASE hapi ;  CREATE DATABASE hapi owner fhir_user ;
+
+
+\c  hapi;
+DO $$ DECLARE
+    r RECORD;
+BEGIN
+    FOR r IN (SELECT tablename FROM pg_tables WHERE schemaname = current_schema()) LOOP
+        EXECUTE 'TRUNCATE TABLE ' || quote_ident(r.tablename) || ' CASCADE ';
+    END LOOP;
+END $$;
+
diff --git a/fhir/data/application.yaml b/fhir/data/application.yaml
new file mode 100644
index 00000000..d1a76a2a
--- /dev/null
+++ b/fhir/data/application.yaml
@@ -0,0 +1,205 @@
+#Adds the option to go to eg. http://localhost:8080/actuator/health for seeing the running configuration
+#see https://docs.spring.io/spring-boot/docs/current/reference/html/actuator.html#actuator.endpoints
+management:
+  endpoints:
+    web:
+      exposure:
+        include: "health,prometheus"
+spring:
+  main:
+    allow-circular-references: true
+    #allow-bean-definition-overriding: true
+  flyway:
+    enabled: false
+    check-location: false
+    baselineOnMigrate: true
+  datasource:
+    url: 'jdbc:postgresql://postgres:5432/hapi'
+    username: 'fhir_user'
+    password: 'fhir_pass'
+    driverClassName: org.postgresql.Driver
+    max-active: 20
+
+#    url: 'jdbc:h2:file:./target/database/h2'
+#    #url: jdbc:h2:mem:test_mem
+#    username: sa
+#    password: null
+#    driverClassName: org.h2.Driver
+#    max-active: 15
+
+    # database connection pool size
+    hikari:
+      maximum-pool-size: 25
+  jpa:
+    properties:
+      hibernate.format_sql: false
+      hibernate.show_sql: false
+      #Hibernate dialect is automatically detected except Postgres and H2.
+      #If using H2, then supply the value of ca.uhn.fhir.jpa.model.dialect.HapiFhirH2Dialect
+      #If using postgres, then supply the value of ca.uhn.fhir.jpa.model.dialect.HapiFhirPostgres94Dialect
+
+      hibernate.dialect: ca.uhn.fhir.jpa.model.dialect.HapiFhirPostgres94Dialect
+  #      hibernate.hbm2ddl.auto: update
+  #      hibernate.jdbc.batch_size: 20
+  #      hibernate.cache.use_query_cache: false
+  #      hibernate.cache.use_second_level_cache: false
+  #      hibernate.cache.use_structured_entries: false
+  #      hibernate.cache.use_minimal_puts: false
+  ###    These settings will enable fulltext search with lucene or elastic
+      hibernate.search.enabled: true
+  ### lucene parameters
+#      hibernate.search.backend.type: lucene
+#      hibernate.search.backend.analysis.configurer: ca.uhn.fhir.jpa.search.HapiHSearchAnalysisConfigurers$HapiLuceneAnalysisConfigurer
+#      hibernate.search.backend.directory.type: local-filesystem
+#      hibernate.search.backend.directory.root: target/lucenefiles
+#      hibernate.search.backend.lucene_version: lucene_current
+  ### elastic parameters ===> see also elasticsearch section below <===
+#      hibernate.search.backend.type: elasticsearch
+#      hibernate.search.backend.analysis.configurer: ca.uhn.fhir.jpa.search.HapiHSearchAnalysisConfigurers$HapiElasticAnalysisConfigurer
+hapi:
+  fhir:
+    ### This enables the swagger-ui at /fhir/swagger-ui/index.html as well as the /fhir/api-docs (see https://hapifhir.io/hapi-fhir/docs/server_plain/openapi.html)
+    openapi_enabled: true
+    ### This is the FHIR version. Choose between, DSTU2, DSTU3, R4 or R5
+    fhir_version: R4
+    ### enable to use the ApacheProxyAddressStrategy which uses X-Forwarded-* headers
+    ### to determine the FHIR server address
+    #   use_apache_address_strategy: false
+    ### forces the use of the https:// protocol for the returned server address.
+    ### alternatively, it may be set using the X-Forwarded-Proto header.
+    #   use_apache_address_strategy_https: false
+    ### enable to set the Server URL
+    #    server_address: http://hapi.fhir.org/baseR4
+    #    defer_indexing_for_codesystems_of_size: 101
+    #    install_transitive_ig_dependencies: true
+    #    implementationguides:
+    ###    example from registry (packages.fhir.org)
+    #      swiss:
+    #        name: swiss.mednet.fhir
+    #        version: 0.8.0
+    #      example not from registry
+    #      ips_1_0_0:
+    #        url: https://build.fhir.org/ig/HL7/fhir-ips/package.tgz
+    #        name: hl7.fhir.uv.ips
+    #        version: 1.0.0
+    #    supported_resource_types:
+    #      - Patient
+    #      - Observation
+    ##################################################
+    # Allowed Bundle Types for persistence (defaults are: COLLECTION,DOCUMENT,MESSAGE)
+    ##################################################
+    #    allowed_bundle_types: COLLECTION,DOCUMENT,MESSAGE,TRANSACTION,TRANSACTIONRESPONSE,BATCH,BATCHRESPONSE,HISTORY,SEARCHSET
+    #    allow_cascading_deletes: true
+    #    allow_contains_searches: true
+    #    allow_external_references: true
+    #    allow_multiple_delete: true
+    #    allow_override_default_search_params: true
+    #    auto_create_placeholder_reference_targets: false
+    #    cql_enabled: true
+    #    default_encoding: JSON
+    #    default_pretty_print: true
+    #    default_page_size: 20
+    #    delete_expunge_enabled: true
+    #    enable_repository_validating_interceptor: true
+    #    enable_index_missing_fields: false
+    #    enable_index_of_type: true
+    #    enable_index_contained_resource: false
+    ###  !!Extended Lucene/Elasticsearch Indexing is still a experimental feature, expect some features (e.g. _total=accurate) to not work as expected!!
+    ###  more information here: https://hapifhir.io/hapi-fhir/docs/server_jpa/elastic.html
+    advanced_lucene_indexing: false
+    bulk_export_enabled: true
+    bulk_import_enabled: true
+    #    enforce_referential_integrity_on_delete: false
+    # This is an experimental feature, and does not fully support _total and other FHIR features.
+    #    enforce_referential_integrity_on_delete: false
+    #    enforce_referential_integrity_on_write: false
+    #    etag_support_enabled: true
+    #    expunge_enabled: true
+    client_id_strategy: ANY
+    #    fhirpath_interceptor_enabled: false
+    #    filter_search_enabled: true
+    #    graphql_enabled: true
+    #    narrative_enabled: true
+    #    mdm_enabled: true
+    #    local_base_urls:
+    #      - https://hapi.fhir.org/baseR4
+    mdm_enabled: false
+    #    partitioning:
+    #      allow_references_across_partitions: false
+    #      partitioning_include_in_search_hashes: false
+    cors:
+      allow_Credentials: true
+      # These are allowed_origin patterns, see: https://docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/web/cors/CorsConfiguration.html#setAllowedOriginPatterns-java.util.List-
+      allowed_origin:
+        - '*'
+
+    # Search coordinator thread pool sizes
+    search-coord-core-pool-size: 20
+    search-coord-max-pool-size: 100
+    search-coord-queue-capacity: 200
+
+    # Threadpool size for BATCH'ed GETs in a bundle.
+    #    bundle_batch_pool_size: 10
+    #    bundle_batch_pool_max_size: 50
+
+    #    logger:
+    #      error_format: 'ERROR - ${requestVerb} ${requestUrl}'
+    #      format: >-
+    #        Path[${servletPath}] Source[${requestHeader.x-forwarded-for}]
+    #        Operation[${operationType} ${operationName} ${idOrResourceName}]
+    #        UA[${requestHeader.user-agent}] Params[${requestParameters}]
+    #        ResponseEncoding[${responseEncodingNoDefault}]
+    #      log_exceptions: true
+    #      name: fhirtest.access
+    #    max_binary_size: 104857600
+    #    max_page_size: 200
+    #    retain_cached_searches_mins: 60
+    #    reuse_cached_search_results_millis: 60000
+    tester:
+      home:
+        name: Local Tester
+        server_address: 'http://localhost:8080/fhir'
+        refuse_to_fetch_third_party_urls: false
+        fhir_version: R4
+      global:
+        name: Global Tester
+        server_address: "http://hapi.fhir.org/baseR4"
+        refuse_to_fetch_third_party_urls: false
+        fhir_version: R4
+    #    validation:
+    #      requests_enabled: true
+    #      responses_enabled: true
+    #    binary_storage_enabled: true
+    inline_resource_storage_below_size: 10000
+#    bulk_export_enabled: true
+#    subscription:
+#      resthook_enabled: true
+#      websocket_enabled: false
+#      email:
+#        from: some@test.com
+#        host: google.com
+#        port:
+#        username:
+#        password:
+#        auth:
+#        startTlsEnable:
+#        startTlsRequired:
+#        quitWait:
+#    lastn_enabled: true
+#    store_resource_in_lucene_index_enabled: true
+###  This is configuration for normalized quantity serach level default is 0
+###   0: NORMALIZED_QUANTITY_SEARCH_NOT_SUPPORTED - default
+###   1: NORMALIZED_QUANTITY_STORAGE_SUPPORTED
+###   2: NORMALIZED_QUANTITY_SEARCH_SUPPORTED
+#    normalized_quantity_search_level: 2
+#elasticsearch:
+#  debug:
+#    pretty_print_json_log: false
+#    refresh_after_write: false
+#  enabled: false
+#  password: SomePassword
+#  required_index_status: YELLOW
+#  rest_url: 'localhost:9200'
+#  protocol: 'http'
+#  schema_management_strategy: CREATE
+#  username: SomeUsername
\ No newline at end of file

From 22b1af09370a2fe5c5ecc856be160d9bb345bd89 Mon Sep 17 00:00:00 2001
From: Brian Walsh <brian@bwalsh.com>
Date: Wed, 23 Nov 2022 08:18:39 -0800
Subject: [PATCH 08/17] Bump ES memory

---
 docker-compose.yml | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/docker-compose.yml b/docker-compose.yml
index cb4bbf76..611710de 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -181,7 +181,9 @@ services:
       - bootstrap.memory_lock=false
       # For apple silicon
       - bootstrap.system_call_filter=false
-      - "ES_JAVA_OPTS=-Xms2g -Xmx4g"
+      # For apple silicon
+      # - "ES_JAVA_OPTS=-Xms6g -Xmx6g -XX:+HeapDumpOnOutOfMemoryError -XX:UseAVX=0"
+      - "ES_JAVA_OPTS=-Xms6g -Xmx6g"
     entrypoint:
       - /bin/bash
     # mmapfs requires systemctl update - see https://www.elastic.co/guide/en/elasticsearch/reference/current/index-modules-store.html#mmapfs
@@ -276,7 +278,7 @@ services:
       - devnet
     volumes:
       - ./nginx.conf:/etc/nginx/nginx.conf
-      - ./minio.conf.staging:/etc/nginx/minio.conf
+      - ./minio.conf:/etc/nginx/minio.conf
       - ./Secrets/TLS/service.crt:/etc/nginx/ssl/nginx.crt
       - ./Secrets/TLS/service.key:/etc/nginx/ssl/nginx.key
     ports:

From 4701e499cd38bddeca1eb23608d7b46e6a15758e Mon Sep 17 00:00:00 2001
From: Brian Walsh <brian@bwalsh.com>
Date: Wed, 23 Nov 2022 08:19:32 -0800
Subject: [PATCH 09/17] Adds comment how to remove objects from bucket

---
 etl/setup-minio.sh | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/etl/setup-minio.sh b/etl/setup-minio.sh
index cff784cd..3bb7e849 100644
--- a/etl/setup-minio.sh
+++ b/etl/setup-minio.sh
@@ -18,6 +18,14 @@ mc mb ucl/aced-ucl
 mc mb manchester/aced-manchester
 mc mb stanford/aced-stanford
 
+## remove all objects from bucket
+#mc rm --recursive default/aced-default
+#mc rm --recursive default/aced-public
+#mc rm --recursive ohsu/aced-ohsu
+#mc rm --recursive ucl/aced-ucl
+#mc rm --recursive manchester/aced-manchester
+#mc rm --recursive stanford/aced-stanford
+
 
 # add users
 mc admin user add default $MINIO_TEST_USER $MINIO_TEST_PASSWORD

From b3597bcec351fb8db4952d17e6784c9dfd635aa6 Mon Sep 17 00:00:00 2001
From: Brian Walsh <brian@bwalsh.com>
Date: Wed, 23 Nov 2022 08:20:13 -0800
Subject: [PATCH 10/17] Adds fhir_user

---
 scripts/postgres_init.sql | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/scripts/postgres_init.sql b/scripts/postgres_init.sql
index 8237ab94..570faa99 100644
--- a/scripts/postgres_init.sql
+++ b/scripts/postgres_init.sql
@@ -30,3 +30,7 @@ ALTER USER indexd_user WITH SUPERUSER;
 CREATE USER arborist_user;
 ALTER USER arborist_user WITH PASSWORD 'arborist_pass';
 ALTER USER arborist_user WITH SUPERUSER;
+
+CREATE USER fhir_user;
+ALTER USER fhir_user WITH PASSWORD 'fhir_pass';
+ALTER USER fhir_user WITH SUPERUSER;
\ No newline at end of file

From 80a18c2b7023feb2ba2adf89e9fae948bbefa514 Mon Sep 17 00:00:00 2001
From: Brian Walsh <brian@bwalsh.com>
Date: Wed, 23 Nov 2022 08:21:04 -0800
Subject: [PATCH 11/17] Adds more Observation fields

---
 etl/tube_lite | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/etl/tube_lite b/etl/tube_lite
index 13c1d9b3..3531f548 100755
--- a/etl/tube_lite
+++ b/etl/tube_lite
@@ -152,6 +152,9 @@ query ($first: Int!, $offset: Int!) {
       component_0_valueQuantity_code
       component_0_valueQuantity_unit
       component_0_valueQuantity_value
+      component_0_valueCodeableConcept_coding_0_system
+      component_0_valueCodeableConcept_coding_0_code
+      component_0_valueCodeableConcept_coding_0_display
       component_1_code_coding_0_code
       component_1_code_coding_0_display
       component_1_code_coding_0_system
@@ -166,6 +169,9 @@ query ($first: Int!, $offset: Int!) {
       component_1_valueQuantity_code
       component_1_valueQuantity_unit
       component_1_valueQuantity_value
+      component_1_valueCodeableConcept_coding_0_system
+      component_1_valueCodeableConcept_coding_0_code
+      component_1_valueCodeableConcept_coding_0_display      
     }
     medication_requests {
       medication_id: id

From 67abc841a646cdfd22f072932bc4580ed96f3a43 Mon Sep 17 00:00:00 2001
From: Brian Walsh <brian@bwalsh.com>
Date: Wed, 23 Nov 2022 08:21:33 -0800
Subject: [PATCH 12/17] Experiment with sidebar

---
 dash/pages/cohorts.py | 76 +++++++++++++++++++++++++++++--------------
 1 file changed, 51 insertions(+), 25 deletions(-)

diff --git a/dash/pages/cohorts.py b/dash/pages/cohorts.py
index 02f43b0a..685a44e7 100644
--- a/dash/pages/cohorts.py
+++ b/dash/pages/cohorts.py
@@ -1,15 +1,14 @@
+import collections
+import json
 import logging
 
 import dash
 import dash_bootstrap_components as dbc
-from dash import dcc, html, Output, Input, ALL, callback, MATCH, State, get_app, dash_table
-from dotwiz import DotWiz
+from dash import dcc, html, Output, Input, ALL, callback, get_app, dash_table
 from figures.histogram import histogram_selects, histogram_sliders
 from inflection import titleize, pluralize
 from models.file import get_file_histograms, get_files
 from models.observation import get_observation_histograms, get_patients
-import json
-import collections
 
 logger = logging.getLogger('dash')
 
@@ -129,6 +128,22 @@ def query(n_clicks, values, ids):
     prevent_initial_call=True
 )
 
+SIDEBAR_STYLE = {
+    "position": "fixed",
+    "top": 0,
+    "left": 0,
+    "bottom": 0,
+    "width": "24rem",
+    # "padding": "2rem 1rem",
+    "background-color": "#f8f9fa",
+}
+
+CONTENT_STYLE = {
+    "margin-left": "25rem",
+    "margin-right": "2rem",
+    "padding": "2rem 1rem",
+}
+
 
 def layout():
     """Render the cohort page."""
@@ -176,24 +191,35 @@ def accordian(items_, dfs_, names_):
 
     observation_accordian = accordian(items, data_frames, names)
 
-    return [
-        html.H2("Cohorts"),
-        html.Hr(className="my-2"),
-        html.P('Quis imperdiet massa tincidunt nunc. Convallis tellus id interdum velit. Mauris pellentesque pulvinar pellentesque habitant morbi tristique senectus.'),
-        html.Hr(className="my-2"),
-        html.Code(
-            id="query-builder",
-            children="Selections go here..."),
-        html.Hr(className="my-2"),
-        html.Button('Query', id='query', n_clicks=0, style={'display': 'flex', 'float': 'right'}),
-        dbc.Tabs(
-            [
-                dbc.Tab(file_accordian, label="Files"),
-                dbc.Tab(observation_accordian, label="Observations"),
-            ]
-        ),
-        dash_table.DataTable(id='results'),
-        dcc.Store(id='histogram-data', storage_type='local'),
-        html.P(id='placeholder-dummy', hidden=True)
-    ]
-
+    return html.Div([
+        dbc.Row([
+            dbc.Col([
+                html.H2("Cohorts"),
+                html.Hr(className="my-2"),
+                html.P(
+                    'Quis imperdiet massa tincidunt nunc. Convallis tellus id interdum velit. Mauris pellentesque pulvinar pellentesque habitant morbi tristique senectus.'),
+                html.Hr(className="my-2"),
+                html.Code(
+                    id="query-builder",
+                    children="Selections go here..."),
+            ], style=CONTENT_STYLE),
+        ]),
+        dbc.Row([
+            dbc.Col([
+                dbc.Tabs([
+                    dbc.Tab([html.P('Quis imperdiet massa tincidunt nunc...')], label="Conditions"),
+                    dbc.Tab([html.P('Quis imperdiet massa tincidunt nunc...')], label="Medications"),
+                    dbc.Tab([html.P('Quis imperdiet massa tincidunt nunc...')], label="Demographics"),
+                    dbc.Tab(observation_accordian, label="Observations"),
+                    dbc.Tab(file_accordian, label="Files"),
+                ])
+            ], style=SIDEBAR_STYLE),
+            dbc.Col([
+                html.Hr(className="my-2"),
+                html.Button('Query', id='query', n_clicks=0, style={'display': 'flex', 'float': 'right'}),
+                dash_table.DataTable(id='results'),
+                dcc.Store(id='histogram-data', storage_type='local'),
+                html.P(id='placeholder-dummy', hidden=True),
+            ], style=CONTENT_STYLE)
+        ])
+    ])

From bafa8757aed3fae6eaaea552f472b8ebc612aa02 Mon Sep 17 00:00:00 2001
From: Brian <brian@bwalsh.com>
Date: Wed, 30 Nov 2022 11:44:18 -0800
Subject: [PATCH 13/17] Add TODO comment - tests JIRA integration ACED-48

---
 minio.conf.staging | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/minio.conf.staging b/minio.conf.staging
index 807cac4c..32e02774 100644
--- a/minio.conf.staging
+++ b/minio.conf.staging
@@ -1,6 +1,6 @@
 #
-#  MINIO configuration
-#
+#  MINIO configuration 
+#  
 
     # For load balancing, cluster support: coordinate with docker-compose.override.yml
     upstream minio-default {
@@ -45,6 +45,10 @@
     #  MINIO S3 storage host(s)
     #
     server {
+        #
+        # TODO this is the only change for staging.  Can we implement a script & template combination
+        # so there is not one of these files for every environment?
+        #
         server_name  minio-default-staging.aced-idp.org;
 
         listen       80;

From 560b65d94adfdffecef84c5f6b94ae361ca9f281 Mon Sep 17 00:00:00 2001
From: Liam Beckman <lbeckman314@gmail.com>
Date: Mon, 5 Dec 2022 11:25:32 -0800
Subject: [PATCH 14/17] Change to local data-portal build for Windmill

---
 docker-compose.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/docker-compose.yml b/docker-compose.yml
index 611710de..784b0255 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -226,7 +226,8 @@ services:
     depends_on:
       - peregrine-service
   portal-service:
-    image: "quay.io/cdis/data-portal:3.33.0"  # 2021.03
+    # image: "quay.io/cdis/data-portal:3.33.0"  # 2021.03
+    build: data-portal
     container_name: portal-service
     command: ["bash", "/var/www/data-portal/waitForContainers.sh"]
     deploy:

From 0e520ef21da7c005a99c242e8016b27ab3009235 Mon Sep 17 00:00:00 2001
From: matthewpeterkort <33436238+matthewpeterkort@users.noreply.github.com>
Date: Mon, 5 Dec 2022 11:52:11 -0800
Subject: [PATCH 15/17] Add files via upload

instructions for local windmill setup
---
 local_windmill_setup.MD | 57 +++++++++++++++++++++++++++++++++++++++++
 1 file changed, 57 insertions(+)
 create mode 100644 local_windmill_setup.MD

diff --git a/local_windmill_setup.MD b/local_windmill_setup.MD
new file mode 100644
index 00000000..3352920e
--- /dev/null
+++ b/local_windmill_setup.MD
@@ -0,0 +1,57 @@
+These are the steps for setting up a local Windmill local Windmill/Portal-Service Instance 
+
+1. clone feature/local-data-portal branch and follow the steps to setup in 
+https://github.com/ACED-IDP/compose-services-training/blob/feature/staging/docs/New_Setup.md
+
+OR if you already have a working staging implementation:
+
+txt```
+dc down remove everything. 
+change line 230 in docker compose yaml:
+https://github.com/ACED-IDP/compose-services-training/blob/feature/local-data-portal/docker-compose.yml#L230
+```
+
+2. Clone data-portal into your compose-services root directory located here:
+https://github.com/uc-cdis/data-portal/
+
+3. cd into data portal and build the image locally with:
+```sh
+docker build -t windmill .
+```
+
+4. cd into the root of compose services and dc up
+
+5. if portal services is running and healthy proceed otherwise dc down dc rm -f dc up -d
+
+6. run this command in data-portal directory :
+```sh
+npm i
+```
+
+7. put your gitops.json file in data/config and title it config.json. This is the file that you will edit to make changse in your local windmill build
+
+8. The below command is what you run when you want to see changes in a gitops file. The hot mapping only works for changes directly to the source code, 
+but the command should only take 30 seconds at most and will automatically update the page when it has been initiated. 
+
+```sh
+HOSTNAME=aced-training.compbio.ohsu.edu APP=config NODE_ENV=dev bash ./runWebpack.sh
+change hostname to whatever your hostname is that you were using before. 
+```
+
+this is the new root url of the website. You know you have suceeded in the previous steps when this works:
+https://aced-training.compbio.ohsu.edu/dev.html/
+
+visit this if your webpage isn't loading https://localhost:9443/bundle.js you will probably have to visit it the first time you load the dev server.
+
+9. you might need this line if you get an error about certs or versions when running the runWebpack.sh command:
+```sh
+export NODE_OPTIONS=--openssl-legacy-provider
+```
+
+10. to get the query page to load make this one line change in data-portal/src/localconf.js:L108 and reload webpack with the above command:
+```txt
+const graphqlSchemaUrl = `${hostname}${(basename && basename !== '/' && basename !== '/dev.html') ? basename : ''}/data/schema.json`;s
+```
+
+
+

From 57fc62b13062b9064ec32aa2a0ec12b625ebf762 Mon Sep 17 00:00:00 2001
From: matthewpeterkort <33436238+matthewpeterkort@users.noreply.github.com>
Date: Mon, 5 Dec 2022 11:56:40 -0800
Subject: [PATCH 16/17] Add files via upload

fixed the formatting
---
 local_windmill_setup.MD | 23 +++++++++++++----------
 1 file changed, 13 insertions(+), 10 deletions(-)

diff --git a/local_windmill_setup.MD b/local_windmill_setup.MD
index 3352920e..e3ff2907 100644
--- a/local_windmill_setup.MD
+++ b/local_windmill_setup.MD
@@ -3,10 +3,13 @@ These are the steps for setting up a local Windmill local Windmill/Portal-Servic
 1. clone feature/local-data-portal branch and follow the steps to setup in 
 https://github.com/ACED-IDP/compose-services-training/blob/feature/staging/docs/New_Setup.md
 
+```txt
 OR if you already have a working staging implementation:
 
-txt```
-dc down remove everything. 
+```sh
+dc down rm -f
+```
+
 change line 230 in docker compose yaml:
 https://github.com/ACED-IDP/compose-services-training/blob/feature/local-data-portal/docker-compose.yml#L230
 ```
@@ -19,16 +22,16 @@ https://github.com/uc-cdis/data-portal/
 docker build -t windmill .
 ```
 
-4. cd into the root of compose services and dc up
+4. cd into the root of compose-services and dc up
 
-5. if portal services is running and healthy proceed otherwise dc down dc rm -f dc up -d
+5. If portal-services is running and healthy proceed otherwise dc down dc rm -f dc up -d
 
-6. run this command in data-portal directory :
+6. Run this command in data-portal directory :
 ```sh
 npm i
 ```
 
-7. put your gitops.json file in data/config and title it config.json. This is the file that you will edit to make changse in your local windmill build
+7. Put your gitops.json file in data/config and title it config.json. This is the file that you will edit to make changes in your local windmill build
 
 8. The below command is what you run when you want to see changes in a gitops file. The hot mapping only works for changes directly to the source code, 
 but the command should only take 30 seconds at most and will automatically update the page when it has been initiated. 
@@ -38,17 +41,17 @@ HOSTNAME=aced-training.compbio.ohsu.edu APP=config NODE_ENV=dev bash ./runWebpac
 change hostname to whatever your hostname is that you were using before. 
 ```
 
-this is the new root url of the website. You know you have suceeded in the previous steps when this works:
+This is the new root url of the website. You know you have suceeded in the previous steps when this works:
 https://aced-training.compbio.ohsu.edu/dev.html/
 
-visit this if your webpage isn't loading https://localhost:9443/bundle.js you will probably have to visit it the first time you load the dev server.
+Visit this if your webpage isn't loading https://localhost:9443/bundle.js you will probably have to visit it the first time you load the dev server.
 
-9. you might need this line if you get an error about certs or versions when running the runWebpack.sh command:
+9. You might need this line if you get an error about certs or versions when running the runWebpack.sh command:
 ```sh
 export NODE_OPTIONS=--openssl-legacy-provider
 ```
 
-10. to get the query page to load make this one line change in data-portal/src/localconf.js:L108 and reload webpack with the above command:
+10. To get the query page to load make this one line change in data-portal/src/localconf.js:L108 and reload webpack with the above command:
 ```txt
 const graphqlSchemaUrl = `${hostname}${(basename && basename !== '/' && basename !== '/dev.html') ? basename : ''}/data/schema.json`;s
 ```

From 7d47bfdf6c13d2d80f75a0f27168da1dc22f7712 Mon Sep 17 00:00:00 2001
From: matthewpeterkort <33436238+matthewpeterkort@users.noreply.github.com>
Date: Mon, 5 Dec 2022 11:58:24 -0800
Subject: [PATCH 17/17] Add files via upload

---
 local_windmill_setup.MD | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/local_windmill_setup.MD b/local_windmill_setup.MD
index e3ff2907..1d89da0b 100644
--- a/local_windmill_setup.MD
+++ b/local_windmill_setup.MD
@@ -3,16 +3,17 @@ These are the steps for setting up a local Windmill local Windmill/Portal-Servic
 1. clone feature/local-data-portal branch and follow the steps to setup in 
 https://github.com/ACED-IDP/compose-services-training/blob/feature/staging/docs/New_Setup.md
 
-```txt
+
 OR if you already have a working staging implementation:
 
+
 ```sh
 dc down rm -f
 ```
 
 change line 230 in docker compose yaml:
 https://github.com/ACED-IDP/compose-services-training/blob/feature/local-data-portal/docker-compose.yml#L230
-```
+
 
 2. Clone data-portal into your compose-services root directory located here:
 https://github.com/uc-cdis/data-portal/
@@ -52,6 +53,7 @@ export NODE_OPTIONS=--openssl-legacy-provider
 ```
 
 10. To get the query page to load make this one line change in data-portal/src/localconf.js:L108 and reload webpack with the above command:
+
 ```txt
 const graphqlSchemaUrl = `${hostname}${(basename && basename !== '/' && basename !== '/dev.html') ? basename : ''}/data/schema.json`;s
 ```