Fixing merge conflicts for docker and master branches
diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..744344a
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,25 @@
+docker-compose.yml
+Dockerfile
+LICENSE
+*.md
+vagrant
+node_modules
+.git
+.gitignore
+.tmp
+.vagrant
+.DS_Store
+
+env
+env2
+*.rst
+*.in
+LICENSE
+NOTICE
+env
+userale
+es
+docs
+doc_requirements.txt
+docker
+docker-compose.yml
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 8272c5c..057e14f 100755
--- a/.gitignore
+++ b/.gitignore
@@ -34,3 +34,6 @@
/public/neon_old/*
env/*
+env2/*
+userale
+es
\ No newline at end of file
diff --git a/app_mgr/distillviews.py b/app_mgr/distillviews.py
index 47f430a..0bff3a2 100644
--- a/app_mgr/distillviews.py
+++ b/app_mgr/distillviews.py
@@ -51,6 +51,7 @@
def app_results_byname(request, appName, searchType):
completeurl = distillURL+'/search/'+appName+'/'+searchType
+ completeurl = distillURL
print ("APP RESULTS REQUESTED")
print (completeurl)
results = requests.get(completeurl)
@@ -59,6 +60,7 @@
def app_results(request, appId, searchType):
completeurl = distillURL+'/search/'+appId+'/'+searchType
+ completeurl = distillURL
print ("APP RESULTS REQUESTED")
print (completeurl)
results = requests.get(completeurl)
diff --git a/docker-compose.yml b/docker-compose.yml
index 400e03b..5ed59c0 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -13,14 +13,70 @@
# See the License for the specific language governing permissions and
# limitations under the License.
-# Apache TAP Production Docker build
+# Apache TAP Production Build
version: "2"
services:
- tap:
- build:
- context: .
- dockerfile: Dockerfile
- container_name: tap
+ db:
+ container_name: tap-db
+ build: ./docker/db
ports:
- - 8000:8000
+ - "5432:5432"
+ tap:
+ container_name: tap-web
+ build: ./docker/tap
+ command: bash -c "python manage.py migrate && python manage.py runserver 0.0.0.0:8000"
+ ports:
+ - "8000:8000"
+ depends_on:
+ - db
+ links:
+ - db:db
+ distill:
+ build:
+ context: .
+ dockerfile: ./docker/distill/Dockerfile
+ container_name: distill
+ ports:
+ - 8090:8090
+ depends_on:
+ - elasticsearch
+ links:
+ - elasticsearch
+ # Web server
+ #webserver:
+ # build: ./docker/webserver
+ # container_name: webserver
+ # links:
+ # - distill
+ # ELK Stack
+ elasticsearch:
+ build: ./docker/es
+ container_name: elastic
+ ports:
+ - 9200:9200
+ - 9300:9300
+ volumes:
+ - ./es/data:/usr/share/elasticsearch/data
+ - ./es/logs:/usr/share/elasticsearch/logs
+ kibana:
+ build: ./docker/kibana
+ container_name: kibana
+ ports:
+ - 5601:5601
+ depends_on:
+ - elasticsearch
+ links:
+ - elasticsearch
+ logstash:
+ build: ./docker/logstash
+ container_name: logstash
+ ports:
+ - 8888:8888
+ command: logstash -f /etc/logstash/conf.d/logstash.conf
+ volumes:
+ - ./userale:/var/log/sennsoft
+ depends_on:
+ - elasticsearch
+ links:
+ - elasticsearch
\ No newline at end of file
diff --git a/docker/db/Dockerfile b/docker/db/Dockerfile
new file mode 100644
index 0000000..bb6152f
--- /dev/null
+++ b/docker/db/Dockerfile
@@ -0,0 +1,21 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+FROM postgres:latest
+MAINTAINER Michelle Beard <msbeard@apache.org>
+
+ADD sql.sh docker-entrypoint-initdb.d/sql.sh
+
+EXPOSE 5432
\ No newline at end of file
diff --git a/docker/db/sql.sh b/docker/db/sql.sh
new file mode 100755
index 0000000..a19a249
--- /dev/null
+++ b/docker/db/sql.sh
@@ -0,0 +1,17 @@
+#!/bin/bash
+
+echo "Creating POSTGRES DB FROM ENVIRONMENT"
+DB_NAME=tapdb
+DB_USER=tapuser
+DB_PASS="Dr@p3rUs3r"
+DB_SERVICE=postgres
+
+psql -U postgres -c "CREATE USER $DB_USER PASSWORD '$DB_PASS'"
+psql -U postgres -c "CREATE DATABASE $DB_NAME OWNER $DB_USER"
+psql -U postgres -c "GRANT ALL PRIVILEGES ON DATABASE $DB_NAME TO $DB_USER"
+
+#localedef -i de_DE -c -f UTF-8 -A /usr/share/locale/locale.alias de_DE.UTF-8
+##export LANG=en_US.UTF-8
+#locale # confirm that it shows only en_US.UTF-8 for all settings
+# finally, run your opennms installer
+#/usr/share/opennms/bin/install -l /usr/local/lib -dis
diff --git a/docker/distill/Dockerfile b/docker/distill/Dockerfile
new file mode 100644
index 0000000..f69edc8
--- /dev/null
+++ b/docker/distill/Dockerfile
@@ -0,0 +1,50 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+FROM python:2
+
+# install system wide deps
+RUN apt-get -yqq update
+
+# Set the work directory
+RUN mkdir -p /usr/src
+WORKDIR /usr/src
+
+# Install git
+##RUN sudo -E apt-get -yqq install \
+ ##git
+
+# Clone Distill
+RUN git clone https://github.com/apache/incubator-senssoft-distill.git distill
+WORKDIR /usr/src/distill
+RUN git pull
+
+
+# Add code
+##WORKDIR /app
+##ADD setup.py /app
+
+ADD requirements.txt /distill
+
+# Install Distill dependencies
+RUN pip install -r requirements.txt
+
+# Expose Ports
+EXPOSE 8090
+
+# Rest
+ADD . /app
+RUN python setup.py develop
+CMD python distill/server.py
\ No newline at end of file
diff --git a/docker/distill/distill.conf b/docker/distill/distill.conf
new file mode 100644
index 0000000..a113dcb
--- /dev/null
+++ b/docker/distill/distill.conf
@@ -0,0 +1,29 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+description "Gunicorn application server running Apache Distill"
+
+# Restart process if it ever fails
+start on runlevel [2345]
+stop on runlevel [!2345]
+
+respawn
+#Setup user and group that Gunicorn should be run as
+setuid nobody
+setgid www-data
+
+# Path to run_server
+chdir /path/to/distill
+exec gunicorn -c "gunicorn.cfg" scripts/run_server:app
diff --git a/docker/distill/distill/__init__.py b/docker/distill/distill/__init__.py
new file mode 100644
index 0000000..2b44372
--- /dev/null
+++ b/docker/distill/distill/__init__.py
@@ -0,0 +1,45 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from flask import Flask
+from elasticsearch_dsl.connections import connections
+
+# Initialize Flask instance
+app = Flask (__name__)
+
+# Load Configurations
+app.config.from_pyfile('config.cfg')
+
+# Unpack Elasticsearch configuration and create elasticsearch connection
+host = app.config ['ES_HOST']
+port = app.config ['ES_PORT']
+http_auth = app.config ['HTTP_AUTH']
+use_ssl = app.config ['USE_SSL']
+verify_certs = app.config ['VERIFY_CERTS']
+ca_certs = app.config ['CA_CERTS']
+client_cert = app.config ['CLIENT_CERT']
+client_key = app.config ['CLIENT_KEY']
+timeout = app.config ['TIMEOUT']
+
+# Initialize Elasticsearch instance
+es = connections.create_connection (hosts = [host],
+ port = port,
+ http_auth = http_auth,
+ use_ssl = use_ssl,
+ verify_certs = verify_certs,
+ ca_certs = ca_certs,
+ client_cert = client_cert,
+ client_key = client_key,
+ timeout=timeout)
\ No newline at end of file
diff --git a/docker/distill/distill/algorithms/__init__.py b/docker/distill/distill/algorithms/__init__.py
new file mode 100644
index 0000000..6acb5d1
--- /dev/null
+++ b/docker/distill/distill/algorithms/__init__.py
@@ -0,0 +1,14 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
diff --git a/docker/distill/distill/algorithms/graphs/__init__.py b/docker/distill/distill/algorithms/graphs/__init__.py
new file mode 100644
index 0000000..6acb5d1
--- /dev/null
+++ b/docker/distill/distill/algorithms/graphs/__init__.py
@@ -0,0 +1,14 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
diff --git a/docker/distill/distill/algorithms/graphs/graph.py b/docker/distill/distill/algorithms/graphs/graph.py
new file mode 100644
index 0000000..3c44730
--- /dev/null
+++ b/docker/distill/distill/algorithms/graphs/graph.py
@@ -0,0 +1,24 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+class GraphAnalytics (object):
+ """
+ Distill's graph analytics package. Apply graph algorithms to User Ale log data segmented with
+ Stout.
+ """
+
+ @staticmethod
+ def foo ():
+ pass
\ No newline at end of file
diff --git a/docker/distill/distill/algorithms/graphs/tests/__init__.py b/docker/distill/distill/algorithms/graphs/tests/__init__.py
new file mode 100644
index 0000000..f6f6899
--- /dev/null
+++ b/docker/distill/distill/algorithms/graphs/tests/__init__.py
@@ -0,0 +1,22 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+'''
+distill: tests module.
+
+Meant for use with py.test.
+Organize tests into files, each named xxx_test.py
+Read more here: http://pytest.org/
+'''
\ No newline at end of file
diff --git a/docker/distill/distill/algorithms/stats/__init__.py b/docker/distill/distill/algorithms/stats/__init__.py
new file mode 100644
index 0000000..6acb5d1
--- /dev/null
+++ b/docker/distill/distill/algorithms/stats/__init__.py
@@ -0,0 +1,14 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
diff --git a/docker/distill/distill/algorithms/stats/hist.py b/docker/distill/distill/algorithms/stats/hist.py
new file mode 100644
index 0000000..b516423
--- /dev/null
+++ b/docker/distill/distill/algorithms/stats/hist.py
@@ -0,0 +1,183 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from distill import es
+from distill.utils.query_builder import QueryBuilder
+from flask import jsonify
+from elasticsearch import Elasticsearch, TransportError
+
+class Hist (object):
+ """
+ Distill's statistics package. Apply statistical algorithms to User Ale log data segmented with
+ Stout. Need to query/filter by session or user id.
+ """
+
+ def __init__ (self):
+ # parse out query
+ pass
+
+ # @staticmethod
+ # def filter (app, app_type=None, q=''):
+
+ # field = q.get ("field") if q.get ("field") else ""
+ # size = q.get ("size") if q.get ("size") else 10
+
+ # query = { "aggs" : {
+ # "count_by_type" : {
+ # "filter" : { "term" : { field : }}
+ # "terms" : {
+ # "field" : field,
+ # "size" : 100
+ # }
+ # }
+ # }
+ # }
+
+ # d = {}
+ # # try:
+ # response = es.search (index=app, doc_type=app_type, body=query)
+ # # for tag in response['aggregations']['count_by_type']['buckets']:
+ # # d [tag ['key']] = tag ['doc_count']
+ # # except TransportError as e:
+ # # d ['error'] = e.info
+ # # except Exception as e:
+ # # d ['error'] = str (e)
+ # # return jsonify (d)
+ # return jsonify (response)
+
+ @staticmethod
+ def terms (app, app_type=None, q=''):
+ """
+ Group by field (find all elements )
+ """
+ field = q.get ("field") if q.get ("field") else ""
+ segment = q.get ("seg") if q.get ("seg") else "*"
+ size = q.get ("size") if q.get ("size") else 10000
+ numhits = q.get ("numhits") if q.get ("numhits") else 10
+
+ query = { "aggs" : {
+ "count_by_type" : {
+ "terms" : {
+ "field" : field,
+ "size" : size # maximum number of keys (unique fields)
+ },
+ "aggs" : {
+ "top" : { # arbitrary name
+ "top_hits" : {
+ "size" : numhits, # number of logs in subgroup
+ "_source" : { # segment on fields - return only subgroup based on field
+ "include" : [
+ segment
+ ]
+ }
+ }
+ }
+ }
+ }
+ }
+ }
+
+ d = {}
+ # try:
+ response = es.search (index=app, doc_type=app_type, body=query)
+ # for tag in response['aggregations']['count_by_type']['buckets']:
+ # d [tag ['key']] = tag ['doc_count']
+ # except TransportError as e:
+ # d ['error'] = e.info
+ # except Exception as e:
+ # d ['error'] = str (e)
+ # return jsonify (d)
+ return jsonify (response)
+
+ @staticmethod
+ def unique_terms (app, app_type=None, q=""):
+ """
+ Aggregate the number of unique terms in a field. Missing values are counted and marked as "N/A".
+
+ .. todo::
+
+ Need to incorporate QueryBuilder library instead of manually generating queries.
+
+ :param app: [string] application name
+ :param app_type: [string] application type
+ :param field: [string] field to search against for unique values
+ :param size: [int] the top size terms returned in the result. Default value is 10.
+ :param min_hits: [int] return tags which have been found in min_hits or more. Default value is 1.
+ :return: [dict] dictionary of results
+ """
+
+ field = q.get ("field") if q.get ("field") else ""
+ size = q.get ("size") if q.get ("size") else 10000
+ min_hits = q.get ("min_hits") if q.get ("min_hits") else 0
+
+ print field
+ query = { "aggs" : {
+ "terms_agg" : {
+ "terms" : {
+ "field" : field,
+ "size" : size,
+ "min_doc_count" : min_hits,
+ "missing" : "N/A"
+ }
+ }
+ }
+ }
+
+ d = {}
+ try:
+ response = es.search (index=app, doc_type=app_type, body=query)
+ for tag in response['aggregations']['terms_agg']['buckets']:
+ d [tag ['key']] = tag ['doc_count']
+ except TransportError as e:
+ d ['error'] = e.info
+ except Exception as e:
+ d ['error'] = str (e)
+ return jsonify (d)
+
+ @staticmethod
+ def histogram (app, app_type=None, q=""):
+ """
+ Only works on numerical data.
+ """
+ field = q.get ("field") if q.get ("field") else ""
+
+ interval = 50
+ query = { "aggs" : {
+ "hist_agg" : {
+ "histogram" : {
+ "field" : field,
+ "interval" : interval
+ }
+ }
+ }
+ }
+
+ d = {}
+ try:
+ response = es.search (index=app, doc_type=app_type, body=query)
+ for tag in response['aggregations']['hist_agg']['buckets']:
+ d [tag ['key']] = tag ['doc_count']
+ except TransportError as e:
+ d ['error'] = e.info
+ except Exception as e:
+ d ['error'] = str (e)
+ return jsonify (d)
+
+ def get_value ():
+ return 0
+
+ def _parse_msg (query):
+ # should have form ?measure=name&field=f1, f2&event=a,b
+ pass
diff --git a/docker/distill/distill/algorithms/stats/tests/__init__.py b/docker/distill/distill/algorithms/stats/tests/__init__.py
new file mode 100644
index 0000000..f6f6899
--- /dev/null
+++ b/docker/distill/distill/algorithms/stats/tests/__init__.py
@@ -0,0 +1,22 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+'''
+distill: tests module.
+
+Meant for use with py.test.
+Organize tests into files, each named xxx_test.py
+Read more here: http://pytest.org/
+'''
\ No newline at end of file
diff --git a/docker/distill/distill/algorithms/tests/__init__.py b/docker/distill/distill/algorithms/tests/__init__.py
new file mode 100644
index 0000000..6acb5d1
--- /dev/null
+++ b/docker/distill/distill/algorithms/tests/__init__.py
@@ -0,0 +1,14 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
diff --git a/docker/distill/distill/app.py b/docker/distill/distill/app.py
new file mode 100644
index 0000000..58434a1
--- /dev/null
+++ b/docker/distill/distill/app.py
@@ -0,0 +1,216 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from flask import Flask, request, jsonify
+from distill import app
+from distill.models.brew import Brew
+from distill.models.userale import UserAle
+from distill.models.stout import Stout
+from distill.algorithms.stats.hist import Hist
+
+@app.route ('/', methods=['GET'])
+def index ():
+ """
+ Show Distill version information, connection status, and all registered applications.
+
+ .. code-block:: bash
+
+ $ curl -XGET https://localhost:8090
+
+ {
+ "author" : "Michelle Beard",
+ "email" : "mbeard@draper.com",
+ "name": "Distill",
+ "status" : true,
+ "version" : "1.0",
+ "applications" : {
+ "xdata_v3" : {
+ testing: 205,
+ parsed: 500,
+ },
+ "test_app" : {
+ logs: 500,
+ parsed: 100,
+ }
+ }
+ }
+
+ :return: Distill's status information as JSON blob
+ """
+ return jsonify (name="Distill", version="1.0 alpha", author="Michelle Beard", email="mbeard@draper.com", status=Brew.get_status (), applications=Brew.get_applications ())
+
+@app.route ('/create/<app_id>', methods=['POST', 'PUT'])
+def create (app_id):
+ """
+ Registers an application in Distill.
+
+ .. code-block:: bash
+
+ $ curl -XPOST https://localhost:8090/xdata_v3
+
+ :param app_id: Application name
+ :return: Newly created application's status as JSON blob
+ """
+ return Brew.create (app_id)
+
+@app.route ('/status/<app_id>', defaults={"app_type" : None}, methods=['GET'])
+@app.route ('/status/<app_id>/<app_type>', methods=['GET'])
+def status (app_id, app_type):
+ """
+ Presents meta information about an registered application, including field names and document types.
+
+ .. code-block:: bash
+
+ $ curl -XGET https://localhost:8090/status/xdata_v3
+
+ {
+ "application": "xdata_v3",
+ "health": "green",
+ "num_docs": "433",
+ "status": "open"
+ }
+
+ :param app_id: Application name
+ :return: Registered applications meta data as JSON blob
+ """
+ return Brew.read (app_id, app_type=app_type)
+
+@app.route ('/update/<app_id>', methods=['POST', 'PUT'])
+def update (app_id):
+ """
+ Renames a specific application
+
+ .. code-block:: bash
+
+ $ curl -XPOST https://localhost:8090/update/xdata_v3?name="xdata_v4"
+
+ :param app_id: Application name
+ :return: Boolean response message as JSON blob
+ """
+ return Brew.update (app_id)
+
+@app.route ('/delete/<app_id>', methods=['DELETE'])
+def delete (app_id):
+ """
+ Deletes an application permentantly from Distill
+
+ .. code-block:: bash
+
+ $ curl -XDELETE https://localhost:8090/xdata_v3
+
+ :param app_id: Application name
+ :return: Boolean response message as JSON blob
+ """
+ return Brew.delete (app_id)
+
+@app.route ('/search/<app_id>', defaults={"app_type" : None}, methods=['GET'])
+@app.route ('/search/<app_id>/<app_type>', methods=['GET'])
+def segment (app_id, app_type):
+ """
+ Search against an application on various fields.
+
+ .. code-block:: bash
+
+ $ curl -XGET https://[hostname]:[port]/search/xdata_v3?q=session_id:A1234&size=100&scroll=false&fl=param1,param2
+
+ :param app_id: Application name
+ :param app_type: Optional document type to filter against
+ :param q: Main search query. To return all documents, pass in q=*:*
+ :param size: Maximum number of documents to return in request
+ :param scroll: Scroll id if the number of documents exceeds 10,000
+ :param fl: List of fields to restrict the result set
+ :return: JSON blob of result set
+ """
+ q = request.args
+ return UserAle.segment (app_id, app_type=app_type, params=q)
+
+@app.route ('/stat/<app_id>', defaults={"app_type" : None}, methods=['GET'])
+@app.route ('/stat/<app_id>/<app_type>', methods=['GET'])
+def stat (app_id, app_type):
+ """
+ Generic histogram counts for a single registered application filtered optionally by document type.
+ View the Statistics document page for method definitions and arguments
+
+ .. code-block:: bash
+
+ $ curl -XGET https://localhost:8090/stat/xdata_v3/testing/?stat=terms&elem=signup&event=click
+
+ :param app_id: Application name
+ :param app_type: Application type
+ :return: JSON blob of result set
+ """
+ stat = request.args.get ('stat')
+ q = request.args
+
+ hist_cls = Hist ()
+ method = None
+ try:
+ method = getattr (hist_cls, stat)
+ return method (app_id, app_type, q=q)
+ except AttributeError:
+ msg = "Class `{}` does not implement `{}`".format(hist_cls.__class__.__name__, stat)
+ return jsonify (error=msg)
+
+@app.route ('/denoise/<app_id>', methods=['GET'])
+def denoise (app_id):
+ """
+ Bootstrap script to cleanup the raw logs. A document type called "parsed"
+ will be stored with new log created unless specified in the request. Have option to save
+ parsed results back to data store. These parsed logs can be intergrated with STOUT results
+ by running the stout bootstrap script.
+
+ .. code-block:: bash
+
+ $ curl -XGET https://localhost:8090/denoise/xdata_v3?save=true&type=parsed
+
+ :param app_id: Application name
+ :return: [dict]
+ """
+ doc_type = 'parsed'
+ save = False
+ q = request.args
+ if 'save' in q:
+ save = str2bool (q.get ('save'))
+ if 'type' in q:
+ # @TODO: Proper cleanup script needs to happen
+ doc_type = q.get ('type')
+ return UserAle.denoise (app_id, doc_type=doc_type, save=save)
+
+@app.route ('/stout', methods=['GET'])
+def merge_stout ():
+ """
+ Bootstrap script to aggregate user ale logs to stout master answer table
+ This will save the merged results back to ES instance at new index stout
+ OR denoise data first, then merge with the stout index...
+ If STOUT is enabled, the select method expects a stout index to exist or otherwise
+ it will return an error message.
+
+ .. code-block:: bash
+
+ $ curl -XGET https://locahost:8090/stout/xdata_v3
+
+ :return: Status message
+ """
+ flag = app.config ['ENABLE_STOUT']
+ if flag:
+ return Stout.ingest ()
+ return jsonify (status="STOUT is disabled.")
+
+@app.errorhandler(404)
+def page_not_found (error):
+ """
+ Generic Error Message
+ """
+ return "Unable to find Distill."
diff --git a/docker/distill/distill/config.cfg b/docker/distill/distill/config.cfg
new file mode 100644
index 0000000..189e3ea
--- /dev/null
+++ b/docker/distill/distill/config.cfg
@@ -0,0 +1,57 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# Statement for enabling the development environment
+DEBUG = True
+
+# Host
+HOST = '0.0.0.0'
+
+# Port
+PORT = 8090
+
+# Enable STOUT integration into Distill
+ENABLE_STOUT = False
+SQLITEDB = '../path/to/stout/stout.db'
+MASTER = '../path/to/master/master_ans.csv'
+MAPPINGS = '../path/to/mappings/MOT_Mappings.csv'
+SELECTED = '../path/to/stout/selected_vars_for_distill.csv'
+
+# Elasticsearch Configuration
+ES_HOST = 'http://elasticsearch'
+ES_PORT = 9200
+HTTP_AUTH = None
+USE_SSL = False
+VERIFY_CERTS = False
+CA_CERTS = None
+CLIENT_CERT = None
+CLIENT_KEY = None
+TIMEOUT = 3
+
+# Application threads. A common general assumption is
+# using 2 per available processor cores - to handle
+# incoming requests using one and performing background
+# operations using the other.
+THREADS_PER_PAGE = 2
+
+# Enable protection agains *Cross-site Request Forgery (CSRF)*
+# CSRF_ENABLED = True
+
+# Use a secure, unique and absolutely secret key for
+# signing the data.
+# CSRF_SESSION_KEY = "secret"
+
+# Secret key for signing cookies
+# SECRET_KEY = "secret"
\ No newline at end of file
diff --git a/docker/distill/distill/models/__init__.py b/docker/distill/distill/models/__init__.py
new file mode 100644
index 0000000..6acb5d1
--- /dev/null
+++ b/docker/distill/distill/models/__init__.py
@@ -0,0 +1,14 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
diff --git a/docker/distill/distill/models/brew.py b/docker/distill/distill/models/brew.py
new file mode 100644
index 0000000..28d16b3
--- /dev/null
+++ b/docker/distill/distill/models/brew.py
@@ -0,0 +1,235 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+from elasticsearch import Elasticsearch, TransportError
+from flask import jsonify
+from distill import es
+
+class Brew (object):
+ """
+ Distill supports basic CRUD operations and publishes the status
+ of an persistenct database. Eventually it will support ingesting logs sent from
+ an registered application.
+ """
+
+ @staticmethod
+ def get_status ():
+ """
+ Fetch the status of the underlying database instance.
+
+ :return: [bool] if connection to database instance has been established
+ """
+ return es.ping (ignore=[400, 404])
+
+ @staticmethod
+ def get_applications ():
+ """
+ Fetch all the registered applications in Distill.
+
+ .. note:: Private indexes starting with a period are not included in the result set
+
+ :return: [dict] dictionary of all registered applications and meta information
+ """
+ doc = {}
+ query = { "aggs" : {
+ "count_by_type" : {
+ "terms" : {
+ "field" : "_type",
+ "size" : 100
+ }
+ }
+ }
+ }
+
+ try:
+ cluster_status = es.cat.indices (h=["index"], pri=False)
+ x = cluster_status.splitlines()
+
+ for idx in x:
+ idx = idx.rstrip ()
+
+ # Ignore private indexes (like .kibana or .stout)
+ if idx [:1] != '.':
+ response = es.search (index=idx, body=query)
+ d = {}
+ for tag in response["aggregations"]["count_by_type"]["buckets"]:
+ d [tag ['key']] = tag ['doc_count']
+ doc [idx] = d
+ except TransportError as e:
+ doc ['error'] = e.info
+ except Exception as e:
+ doc ['error'] = str (e)
+ return doc
+
+ @staticmethod
+ def create (app):
+ """
+ Register a new application in Distill
+
+ .. code-block:: bash
+
+ {
+ "application" : "xdata_v3",
+ "health" : "green",
+ "num_docs" : 0,
+ "status" : "open"
+ }
+
+ :param app: [string] application name (e.g. xdata_v3)
+ :return: [dict] dictionary of application and its meta information
+ """
+
+ # ignore 400 cause by IndexAlreadyExistsException when creating an index
+ res = es.indices.create (index=app, ignore=[400, 404])
+ doc = _get_cluster_status (app)
+ return jsonify (doc)
+
+ @staticmethod
+ def read (app, app_type=None):
+ """
+ Fetch meta data associated with an application
+
+ .. code-block:: bash
+
+ Example:
+ {
+ "application" : "xdata_v3",
+ "health" : "green",
+ "num_docs" : "100",
+ "status" : "open"
+ "types" : {
+ "raw_logs" : {
+ "@timestamp" : "date",
+ "action" : "string",
+ "elementId" : "string"
+ },
+ "parsed" : {
+ "@timestamp" : "date",
+ "elementId_interval" : "string"
+ },
+ "graph" : {
+ "uniqueID" : "string",
+ "transition_count" : "long",
+ "p_value" : "float"
+ }
+ }
+ }
+
+ :param app: [string] application name (e.g. xdata_v3)
+ :return: [dict] dictionary of application and its meta information
+ """
+
+ return jsonify (_get_cluster_status (app, app_type=app_type))
+
+ @staticmethod
+ def update (app):
+ """
+ .. todo::
+ Currently not implemented
+ """
+
+ return jsonify (status="not implemented")
+
+ @staticmethod
+ def delete (app):
+ """
+ Technically closes the index so its content is not searchable.
+
+ .. code-block: bash
+
+ Example:
+ {
+ status: "Deleted index xdata_v3"
+ }
+
+ :param app: [string] application name (e.g. xdata_v3)
+ :return: [dict] status message of the event
+ """
+
+ es.indices.close (index=app, ignore=[400, 404])
+ return jsonify (status="Deleted index %s" % app)
+
+def _get_cluster_status (app, app_type=None):
+ """
+ Return cluster status, index health, and document count as string
+
+ @todo figure out how to count individual documents stored at an app_type (currently shows only index count)
+ :param app: [string] application name (e.g. xdata_v3)
+ :return: [dict] dictionary of index meta data including field names
+ """
+
+ doc = {}
+ try:
+ cluster_status = es.cat.indices (index=app, h=["health", "status", "docs.count"], pri=True, ignore=[400, 404])
+ v = str (cluster_status).split (" ")
+ m = ["health", "status", "num_docs"]
+ doc = dict (zip (m, v))
+ # Add back application
+ doc ["application"] = app
+ except TransportError as e:
+ doc ['error'] = e.info
+ except Exception as e:
+ doc ['error'] = str (e)
+
+ doc ['fields'] = _get_all_fields (app, app_type)
+ return doc
+
+def _parse_mappings (app, app_type=None):
+ """
+ .. todo:
+
+ Need to parse out result set that presents field list and type
+ """
+
+ try:
+ mappings = es.indices.get_mapping (index=app, doc_type=[app_type], ignore=[400, 404])
+ # mappings = yaml.safe_load (json.ess (mappings))
+ # print json.dumps (mappings [app]["mappings"], indent=4, separators=(',', ': '))
+ ignore = ["properties", "format"]
+ except TransportError as e:
+ doc ['error'] = e.info
+ except Exception as e:
+ doc ['error'] = str (e)
+ return doc
+
+def _get_all_fields (app, app_type=None):
+ """
+ Retrieve all possible fields in an application
+
+ :param app: [string] application name (e.g. xdata_v3)
+ :param app_type: [string] application type (e.g. logs)
+ :return: [list] list of strings representing the fields names
+ """
+ d = list ()
+ query = { "aggs" : {
+ "fields" : {
+ "terms" : {
+ "field" : "_field_names",
+ "size" : 100
+ }
+ }
+ }
+ }
+
+ try:
+ response = es.search (index=app, doc_type=app_type, body=query)
+ for tag in response['aggregations']['fields']['buckets']:
+ d.append (tag ['key'])
+ except TransportError as e:
+ d.append (str (e.info))
+ except Exception as e:
+ d.append (str (e))
+ return d
diff --git a/docker/distill/distill/models/stout.py b/docker/distill/distill/models/stout.py
new file mode 100644
index 0000000..d6421d8
--- /dev/null
+++ b/docker/distill/distill/models/stout.py
@@ -0,0 +1,149 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from distill import app, es
+from elasticsearch_dsl import DocType, String, Boolean, Date, Nested, Search
+from elasticsearch_dsl.query import MultiMatch, Match, Q
+from elasticsearch import Elasticsearch, TransportError
+from flask import jsonify
+import pandas as pd
+
+class StoutDoc (DocType):
+ """
+ Representation of a Stout documentat.
+ """
+
+ sessionID = String (index="not_analyzed")
+ task1 = Nested ()
+ task2 = Nested ()
+
+ class Meta:
+ index = '.stout'
+ doc_type = 'testing'
+
+ def save (self, *args, **kwargs):
+ """
+ Save data from parsing as a Stout document in Distill
+ """
+ return super (StoutDoc, self).save (*args, **kwargs)
+
+class Stout (object):
+ """
+ Main Stout class to support ingest and search operations.
+ """
+
+ @staticmethod
+ def ingest ():
+ """
+ Ingest data coming from Stout to Distill
+ """
+
+ # Create the mappings in elasticsearch
+ StoutDoc.init ()
+ status = True
+ data = _parse ();
+ try:
+ for k,v in data.items ():
+ doc = StoutDoc ()
+ if 'sessionID' in v:
+ doc.sessionID = v['sessionID']
+ if 'task1' in v:
+ doc.task1 = v['task1']
+ if 'task2' in v:
+ doc.task2 = v['task2']
+ doc.save ()
+ except Error as e:
+ status = False
+ return jsonify (status=status)
+
+def _parse ():
+ """
+ Parse master answer table with mapping into an associative array
+
+ :return: [dict] dictionary of session information
+ """
+ master = app.config ['MASTER']
+ mappings = app.config ['MAPPINGS']
+
+ fileContents=pd.read_csv(master, encoding='utf-8')
+ plainTextMappings=pd.read_csv(mappings, encoding='raw_unicode_escape')
+ headers=list(fileContents.columns.values)
+
+ #generate the mapping between header and plain text
+ translationRow={};
+ for fieldIndex in range(1,len(headers)):
+ t=plainTextMappings.ix[fieldIndex]
+ translationRow[headers[fieldIndex]]=t[9]
+
+ dictBySessionID={}
+ translationRow['items.text']='foo'
+ index=0
+ for row in fileContents.iterrows():
+ index=index+1
+
+ taskMetrics={}
+ index,data=row
+ identifier=row[1][0].split("::")
+ sessionID=identifier[0]
+ taskID=(identifier[1])
+ workingData={}
+ #is this session id already in the dictionary?
+ if sessionID in dictBySessionID:
+ #grab the entry as workingData
+ workingData=dictBySessionID[sessionID]
+
+ sysData={}
+ task1Data={}
+ task2Data={}
+ metaData={}
+ d={}
+
+ for fieldIndex in range(1,len(headers)):
+ if not pd.isnull(row[1][fieldIndex]): #only interested in non-null fields
+ tempDict={}
+ if headers[fieldIndex] in translationRow:
+ tempDict['field']=translationRow[headers[fieldIndex]]
+ #tempDict['field']=translationRow[9]
+ tempDict['value']=row[1][fieldIndex]
+ d[headers[fieldIndex]]=row[1][fieldIndex]
+ if "SYS" in headers[fieldIndex]:
+ sysData[headers[fieldIndex]]=tempDict
+ elif "OT1" in headers[fieldIndex]:
+ task1Data[headers[fieldIndex]]=tempDict
+ elif "OT2" in headers[fieldIndex]:
+ task2Data[headers[fieldIndex]]=tempDict
+ else:
+ metaData[headers[fieldIndex]]=tempDict
+
+ if d['TSK_TIME_DIFF_']>0: #block tasks with zero time elapsed
+ a=int(d['TSK_TIME_DIFF_OT1_'])
+ b=int(d['TSK_TIME_DIFF_OT2_'])
+ #figure out which task the values belong to
+ if ((a>0) & (b<=0)):
+ task1Data['taskID']=taskID
+ task1Data['meta']=metaData
+ task1Data['system']=sysData
+ workingData['task1']=task1Data
+ elif ((a<=0) & (b>0)):
+ task2Data['taskID']=taskID
+ task2Data['meta']=metaData
+ task2Data['system']=sysData
+ workingData['task2']=task2Data
+ else:
+ raise ValueError('Encountered an unexpected task time diff state')
+
+ workingData['sessionID'] = sessionID
+ dictBySessionID[sessionID]=workingData
+ return dictBySessionID
diff --git a/docker/distill/distill/models/tests/__init__.py b/docker/distill/distill/models/tests/__init__.py
new file mode 100644
index 0000000..f6f6899
--- /dev/null
+++ b/docker/distill/distill/models/tests/__init__.py
@@ -0,0 +1,22 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+'''
+distill: tests module.
+
+Meant for use with py.test.
+Organize tests into files, each named xxx_test.py
+Read more here: http://pytest.org/
+'''
\ No newline at end of file
diff --git a/docker/distill/distill/models/userale.py b/docker/distill/distill/models/userale.py
new file mode 100644
index 0000000..f63fa51
--- /dev/null
+++ b/docker/distill/distill/models/userale.py
@@ -0,0 +1,137 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from elasticsearch import Elasticsearch, TransportError
+from elasticsearch_dsl import DocType, String, Boolean, Date, Float, Search
+from elasticsearch_dsl.query import MultiMatch, Match, Q
+from elasticsearch import Elasticsearch, TransportError
+from elasticsearch_dsl.connections import connections
+from werkzeug.datastructures import ImmutableMultiDict, MultiDict
+
+from flask import jsonify, Markup
+from distill import app, es
+import datetime
+
+class UserAle (object):
+ """
+ Main method of entry to perform segmentation and integration of STOUT's master
+ answer table (if STOUT is enabled). Advanced and basic analytics is performed in the
+ distill.algorithms.stats and distill.algorithms.graphs module.
+ """
+
+ @staticmethod
+ def segment (app, app_type=None, params=''):
+ """
+ Just support match all for now.
+ """
+ q = params.get ("q") if params.get ("q") else {}
+ fields = params.get ("fields") if params.get ("fields") else []
+ size = params.get ("size") if params.get ("size") else 10
+ scroll = params.get ("scroll") if params.get ("scroll") else False
+ fl = params.get ("fl") if params.get ("fl") else []
+
+ # filters = params.get ("filter") if params.get ("filter") else {}
+
+ # 'q': args.get('q', '{}'),
+ # 'fields': args.get('fl', '{}'),
+ # 'size': args.get ('size', 100),
+ # 'scroll': args.get ('scroll', False),
+ # 'filters': request_args.getlist ('fq')
+ query = {}
+ query ['size'] = size
+
+ if q:
+ res = q.split(":")
+ key = res [0]
+ val = res [1]
+ query ['query'] = {"match" : { key : val } }
+ else:
+ query ['query'] = {"match_all" : {}}
+
+ if len (fields) > 0:
+ ex = {
+ "include" : fields.split(",")
+ }
+ query ['_source'] = ex
+
+
+ response = es.search (index=app, doc_type=app_type, body=query)
+
+ return jsonify (response)
+
+ @staticmethod
+ def search (app,
+ app_type=None,
+ filters=list (),
+ size=100,
+ include="*",
+ scroll=None,
+ sort_field=None):
+ """
+ Perform a search query.
+
+ :param app: [string] application id (e.g. "xdata_v3")
+ :param app_type: [string] name of the application type. If None all application types are searched.
+ :param filters: [list of strings] list of filters for a query.
+ :param size: [int] maximum number of hits that should be returned
+ :param sort_field: [string] sorting field. Currently supported fields: "timestamp", "date"
+ :return: [dict] dictionary with processed results. If STOUT is enabled, STOUT data will be merged with final result.
+ """
+
+ # Need some query builder...
+ log_result = es.search (index=app, doc_type=app_type, body=query, fields=filters, size=size)
+
+ stout_result = Stout.getSessions ()
+
+ data = merged_results (log_result, stout_result)
+ return data
+
+ @staticmethod
+ def denoise (app, app_type='parsed', save=False):
+ """
+ """
+ pass
+
+"""
+Combine a list of dictionaries together to form one complete dictionary
+"""
+def merge_dicts (lst):
+ dall = {}
+ for d in lst:
+ dall.update (d)
+ return dall
+
+"""
+Get query parameters from the request and preprocess them.
+:param [dict-like structure] Any structure supporting get calls
+:result [dict] Parsed parameters
+"""
+def parse_query_parameters (indx, app_type=None, request_args = {}):
+ args = {key: value[0] for (key, value) in dict (request_args).iteritems ()}
+
+ # print "args = ", args
+ # Parse out simple filter queries
+ filters = []
+ for filter in get_all_fields (indx, app_type):
+ if filter in args:
+ filters.append((filter, args[filter]))
+
+ return {
+ 'q': args.get('q', '{}'),
+ 'fields': args.get('fl', []),
+ 'size': args.get ('size', 100),
+ 'scroll': args.get ('scroll', False),
+ 'filters': request_args.getlist ('fq')
+ }
\ No newline at end of file
diff --git a/docker/distill/distill/server.py b/docker/distill/distill/server.py
new file mode 100644
index 0000000..23acd83
--- /dev/null
+++ b/docker/distill/distill/server.py
@@ -0,0 +1,29 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from distill import app
+from distill.app import *
+
+"""
+Start up a local WSGI server called development
+"""
+def dev_server ():
+ host = app.config ['HOST']
+ port = app.config ['PORT']
+ debug = app.config ['DEBUG']
+ app.run (host=host, port=port, debug=debug)
+
+if __name__ == '__main__':
+ dev_server ()
diff --git a/docker/distill/distill/tests/__init__.py b/docker/distill/distill/tests/__init__.py
new file mode 100644
index 0000000..09c5e2f
--- /dev/null
+++ b/docker/distill/distill/tests/__init__.py
@@ -0,0 +1,21 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+'''
+distill: tests module.
+
+Meant for use with py.test.
+Organize tests into files, each named xxx_test.py
+Read more here: http://pytest.org/
+'''
\ No newline at end of file
diff --git a/docker/distill/distill/tests/basic_test.py b/docker/distill/distill/tests/basic_test.py
new file mode 100644
index 0000000..712d1fe
--- /dev/null
+++ b/docker/distill/distill/tests/basic_test.py
@@ -0,0 +1,24 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+'''
+distill: Test module.
+
+Meant for use with py.test.
+Write each test as a function named test_<something>.
+Read more here: http://pytest.org/
+'''
+
+def test_example():
+ assert True
diff --git a/docker/distill/distill/tests/distill_test.py b/docker/distill/distill/tests/distill_test.py
new file mode 100644
index 0000000..2fb6502
--- /dev/null
+++ b/docker/distill/distill/tests/distill_test.py
@@ -0,0 +1,43 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+from flask import Flask, request
+
+from distill import app as test_app
+
+def test_example ():
+ assert True
+ # with test_app.test_client () as c:
+ # rv = c.get ('/?tequila=42')
+ # assert request.args ['tequila'] == '42'
+
+# import os
+# import flaskr
+# import unittest
+# import tempfile
+
+# class FlaskrTestCase(unittest.TestCase):
+
+# def setUp(self):
+# self.db_fd, flaskr.app.config['DATABASE'] = tempfile.mkstemp()
+# flaskr.app.config['TESTING'] = True
+# self.app = flaskr.app.test_client()
+# flaskr.init_db()
+
+# def tearDown(self):
+# os.close(self.db_fd)
+# os.unlink(flaskr.app.config['DATABASE'])
+
+# if __name__ == '__main__':
+# unittest.main()
\ No newline at end of file
diff --git a/docker/distill/distill/utils/__init__.py b/docker/distill/distill/utils/__init__.py
new file mode 100644
index 0000000..e69de29
--- /dev/null
+++ b/docker/distill/distill/utils/__init__.py
diff --git a/docker/distill/distill/utils/exceptions.py b/docker/distill/distill/utils/exceptions.py
new file mode 100644
index 0000000..a391241
--- /dev/null
+++ b/docker/distill/distill/utils/exceptions.py
@@ -0,0 +1,25 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+class Error (Exception):
+ """Base class for exceptions."""
+ pass
+
+class ValidationError (Error):
+ """ Exceptions raised for errors in validated a url."""
+
+ def __init__ (self, url, msg):
+ self.url = url
+ self.msg = msg
diff --git a/docker/distill/distill/utils/query_builder.py b/docker/distill/distill/utils/query_builder.py
new file mode 100644
index 0000000..017a08b
--- /dev/null
+++ b/docker/distill/distill/utils/query_builder.py
@@ -0,0 +1,35 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+class QueryBuilder (object):
+
+ def __init__ (self, query=None):
+ if query:
+ self.query = query
+ else:
+ self.query = {
+ "query" : {
+ "match_all" : {}
+ }
+ }
+
+
+ def add_filters (self, filters):
+ pass
+
+ def add_sorting (self, sort_field='', sort_order=''):
+ pass
+
+
\ No newline at end of file
diff --git a/docker/distill/distill/utils/tests/__init__.py b/docker/distill/distill/utils/tests/__init__.py
new file mode 100644
index 0000000..09c5e2f
--- /dev/null
+++ b/docker/distill/distill/utils/tests/__init__.py
@@ -0,0 +1,21 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+'''
+distill: tests module.
+
+Meant for use with py.test.
+Organize tests into files, each named xxx_test.py
+Read more here: http://pytest.org/
+'''
\ No newline at end of file
diff --git a/docker/distill/distill/utils/validation.py b/docker/distill/distill/utils/validation.py
new file mode 100644
index 0000000..7cd3362
--- /dev/null
+++ b/docker/distill/distill/utils/validation.py
@@ -0,0 +1,39 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from distill.utils.exceptions import ValidationError
+
+def validate_request (q):
+ """
+ Parse out request message and validate inputs
+
+ :param q: Url query string
+ :raises ValidationError: if the query is missing required parameters
+ """
+ if 'q' not in q:
+ raise ValidationError ("Missing required parameter: %s" % 'q')
+ else:
+ # Handle rest of parsing
+ pass
+
+def str2bool (v):
+ """
+ Convert string expression to boolean
+
+ :param v: Input value
+ :returns: Converted message as boolean type
+ :rtype: bool
+ """
+ return v.lower() in ("yes", "true", "t", "1")
\ No newline at end of file
diff --git a/docker/distill/distill/version.py b/docker/distill/distill/version.py
new file mode 100644
index 0000000..6532ea7
--- /dev/null
+++ b/docker/distill/distill/version.py
@@ -0,0 +1,22 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Version information for Distill.
+
+This file is imported by ``Distill.__init__``,
+and parsed by ``setup.py``.
+"""
+
+__version__ = "0.1.3"
\ No newline at end of file
diff --git a/docker/distill/requirements.txt b/docker/distill/requirements.txt
new file mode 100644
index 0000000..5137ad9
--- /dev/null
+++ b/docker/distill/requirements.txt
@@ -0,0 +1,22 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+Flask==0.10.1
+#networkx==1.11
+elasticsearch-dsl==2.0.0
+#numpy>=1.10.0
+#scipy>=0.17.0
+pandas>=0.18.1
+pytest>=3.0.0
\ No newline at end of file
diff --git a/docker/distill/setup.cfg b/docker/distill/setup.cfg
new file mode 100644
index 0000000..08020f4
--- /dev/null
+++ b/docker/distill/setup.cfg
@@ -0,0 +1,30 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+[egg_info]
+tag_build = 0.1.4
+tag_svn_revision = false
+
+[aliases]
+test=pytest
+
+[tool:pytest]
+addopts = --verbose --ignore=build --ignore=setup.py --ignore=dist --junitxml=test-report.xml --cov-report xml --cov=distill distill/.
+norecursedirs = *.eggs *env* .git
+
+[build_sphinx]
+source-dir = docs
+build-dir = docs/_build
+all_files = 1
diff --git a/docker/distill/setup.py b/docker/distill/setup.py
new file mode 100644
index 0000000..8ddd32f
--- /dev/null
+++ b/docker/distill/setup.py
@@ -0,0 +1,87 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from __future__ import absolute_import
+from setuptools import setup, find_packages
+import distutils.cmd
+import distutils.log
+from setuptools.command.test import test as TestCommand
+import io, os, sys, subprocess
+
+if sys.version_info[:2] < (2, 7):
+ m = "Python 2.7 or later is required for Distill (%d.%d detected)."
+ raise ImportError (m % sys.version_info[:2])
+
+if sys.argv[-1] == 'setup.py':
+ print ("To install, run 'python setup.py install'")
+ print ()
+
+def read (*filenames, **kwargs):
+ encoding = kwargs.get ('encoding', 'utf-8')
+ sep = kwargs.get ('sep', '\n')
+ buf = []
+ for filename in filenames:
+ with io.open (filename, encoding=encoding) as f:
+ buf.append (f.read ())
+ return sep.join (buf)
+
+# Get the version string
+def get_version ():
+ basedir = os.path.dirname (__file__)
+ with open (os.path.join (basedir, 'distill/version.py')) as f:
+ version = {}
+ exec (f.read (), version)
+ return version['__version__']
+ raise RuntimeError ('No version info found.')
+
+setup (
+ name = "Distill",
+ version = get_version (),
+ url = "https://github.com/apache/incubator-senssoft-distill",
+ license = "Apache Software License",
+ author = "Michelle Beard",
+ author_email = "msbeard@apache.org",
+ description = "An analytical framework for UserALE.",
+ long_description = __doc__,
+ classifiers = [
+ 'Development Status :: 4 - Beta',
+ 'Programming Language :: Python',
+ 'Programming Language :: Python :: 2.7',
+ 'Natural Language :: English',
+ 'Environment :: Web Environment',
+ 'Intended Audience :: Developers',
+ 'License :: OSI Approved :: Apache Software License',
+ 'Operating System :: OS Independent',
+ 'Private :: Do Not Upload"'
+ ],
+ keywords = "stout userale tap distill", # Separate with spaces
+ packages = find_packages (exclude=['examples', 'tests']),
+ include_package_data = True,
+ zip_safe = False,
+ setup_requires = ['pytest-runner'],
+ tests_require = ['pytest>=3.0.0', 'pytest-pylint', 'coverage'],
+ install_requires = ['Flask==0.10.1',
+ #'networkx==1.11',
+ 'elasticsearch-dsl==2.0.0',
+ #'numpy>=1.10.0',
+ #'scipy>=0.17.0',
+ 'pandas>=0.18.1'
+ ],
+ entry_points = {
+ 'console_scripts': [
+ 'dev = distill.server:dev_server'
+ ]
+ }
+)
\ No newline at end of file
diff --git a/docker/es/Dockerfile b/docker/es/Dockerfile
new file mode 100644
index 0000000..b84b637
--- /dev/null
+++ b/docker/es/Dockerfile
@@ -0,0 +1,62 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# Ubuntu Xenial 16.04 [LTS]
+FROM ubuntu:16.04
+
+# install system wide deps
+RUN apt-get -yqq update
+RUN apt-get -yqq install openjdk-8-jre
+
+RUN apt-key adv --keyserver ha.pool.sks-keyservers.net --recv-keys 46095ACC8548582C1A2699A9D27D666CD88E42B4
+
+ENV ELASTICSEARCH_VERSION 2.3.5
+ENV ELASTICSEARCH_REPO_BASE http://packages.elasticsearch.org/elasticsearch/2.x/debian
+
+RUN echo "deb $ELASTICSEARCH_REPO_BASE stable main" > /etc/apt/sources.list.d/elasticsearch.list
+
+# install elasticsearch
+RUN set -x \
+ && apt-get -yqq update \
+ && apt-get -yqq install --no-install-recommends elasticsearch=$ELASTICSEARCH_VERSION \
+ && rm -rf /var/lib/apt/lists/*
+
+ENV PATH /usr/share/elasticsearch/bin:$PATH
+
+WORKDIR /usr/share/elasticsearch
+
+RUN set -ex \
+ && for path in \
+ ./data \
+ ./logs \
+ ./config \
+ ./config/scripts \
+ ; do \
+ mkdir -p "$path"; \
+ chown -R elasticsearch:elasticsearch "$path"; \
+ done
+
+COPY elasticsearch.yml /usr/share/elasticsearch/config
+COPY logging.yml /usr/share/elasticsearch/config
+
+USER elasticsearch
+
+# Install Elastic-HQ
+RUN plugin install royrusso/elasticsearch-HQ/2.0.3
+
+CMD ["elasticsearch"]
+
+# Run on ports 9200 & 9300
+EXPOSE 9200 9300
\ No newline at end of file
diff --git a/docker/es/elasticsearch.yml b/docker/es/elasticsearch.yml
new file mode 100644
index 0000000..6126feb
--- /dev/null
+++ b/docker/es/elasticsearch.yml
@@ -0,0 +1,94 @@
+# ======================== Elasticsearch Configuration =========================
+#
+# NOTE: Elasticsearch comes with reasonable defaults for most settings.
+# Before you set out to tweak and tune the configuration, make sure you
+# understand what are you trying to accomplish and the consequences.
+#
+# The primary way of configuring a node is via this file. This template lists
+# the most important settings you may want to configure for a production cluster.
+#
+# Please see the documentation for further information on configuration options:
+# <http://www.elastic.co/guide/en/elasticsearch/reference/current/setup-configuration.html>
+#
+# ---------------------------------- Cluster -----------------------------------
+#
+# Use a descriptive name for your cluster:
+#
+cluster.name: SensSoft
+#
+# ------------------------------------ Node ------------------------------------
+#
+# Use a descriptive name for the node:
+#
+node.name: soft-01
+#
+# Add custom attributes to the node:
+#
+# node.rack: r1
+#
+# ----------------------------------- Paths ------------------------------------
+#
+# Path to directory where to store the data (separate multiple locations by comma):
+#
+path.data: /usr/share/elasticsearch/data
+#
+# Path to log files:
+#
+path.logs: /usr/share/elasticsearch/logs
+#
+# ----------------------------------- Memory -----------------------------------
+#
+# Lock the memory on startup:
+#
+# bootstrap.mlockall: true
+#
+# Make sure that the `ES_HEAP_SIZE` environment variable is set to about half the memory
+# available on the system and that the owner of the process is allowed to use this limit.
+#
+# Elasticsearch performs poorly when the system is swapping the memory.
+#
+# ---------------------------------- Network -----------------------------------
+#
+# Set the bind address to a specific IP (IPv4 or IPv6):
+#
+network.host: 0.0.0.0
+#
+# Set a custom port for HTTP:
+#
+# http.port: 9200
+#
+# For more information, see the documentation at:
+# <http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-network.html>
+#
+# --------------------------------- Discovery ----------------------------------
+#
+# Pass an initial list of hosts to perform discovery when new node is started:
+# The default list of hosts is ["127.0.0.1", "[::1]"]
+#
+# discovery.zen.ping.unicast.hosts: ["host1", "host2"]
+#
+# Prevent the "split brain" by configuring the majority of nodes (total number of nodes / 2 + 1):
+#
+# discovery.zen.minimum_master_nodes: 3
+#
+# For more information, see the documentation at:
+# <http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-discovery.html>
+#
+# ---------------------------------- Gateway -----------------------------------
+#
+# Block initial recovery after a full cluster restart until N nodes are started:
+#
+# gateway.recover_after_nodes: 3
+#
+# For more information, see the documentation at:
+# <http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-gateway.html>
+#
+# ---------------------------------- Various -----------------------------------
+#
+# Disable starting multiple nodes on a single system:
+#
+# node.max_local_storage_nodes: 1
+#
+# Require explicit names when deleting indices:
+#
+# action.destructive_requires_name: true
diff --git a/docker/es/logging.yml b/docker/es/logging.yml
new file mode 100644
index 0000000..939aa1e
--- /dev/null
+++ b/docker/es/logging.yml
@@ -0,0 +1,85 @@
+# you can override this using by setting a system property, for example -Des.logger.level=DEBUG
+es.logger.level: INFO
+rootLogger: ${es.logger.level}, console, file
+logger:
+ # log action execution errors for easier debugging
+ action: DEBUG
+
+ # deprecation logging, turn to DEBUG to see them
+ deprecation: INFO, deprecation_log_file
+
+ # reduce the logging for aws, too much is logged under the default INFO
+ com.amazonaws: WARN
+ # aws will try to do some sketchy JMX stuff, but its not needed.
+ com.amazonaws.jmx.SdkMBeanRegistrySupport: ERROR
+ com.amazonaws.metrics.AwsSdkMetrics: ERROR
+
+ org.apache.http: INFO
+
+ # gateway
+ #gateway: DEBUG
+ #index.gateway: DEBUG
+
+ # peer shard recovery
+ #indices.recovery: DEBUG
+
+ # discovery
+ #discovery: TRACE
+
+ index.search.slowlog: TRACE, index_search_slow_log_file
+ index.indexing.slowlog: TRACE, index_indexing_slow_log_file
+
+additivity:
+ index.search.slowlog: false
+ index.indexing.slowlog: false
+ deprecation: false
+
+appender:
+ console:
+ type: console
+ layout:
+ type: consolePattern
+ conversionPattern: "[%d{ISO8601}][%-5p][%-25c] %m%n"
+
+ file:
+ type: dailyRollingFile
+ file: ${path.logs}/${cluster.name}.log
+ datePattern: "'.'yyyy-MM-dd"
+ layout:
+ type: pattern
+ conversionPattern: "[%d{ISO8601}][%-5p][%-25c] %.10000m%n"
+
+ # Use the following log4j-extras RollingFileAppender to enable gzip compression of log files.
+ # For more information see https://logging.apache.org/log4j/extras/apidocs/org/apache/log4j/rolling/RollingFileAppender.html
+ #file:
+ #type: extrasRollingFile
+ #file: ${path.logs}/${cluster.name}.log
+ #rollingPolicy: timeBased
+ #rollingPolicy.FileNamePattern: ${path.logs}/${cluster.name}.log.%d{yyyy-MM-dd}.gz
+ #layout:
+ #type: pattern
+ #conversionPattern: "[%d{ISO8601}][%-5p][%-25c] %m%n"
+
+ deprecation_log_file:
+ type: dailyRollingFile
+ file: ${path.logs}/${cluster.name}_deprecation.log
+ datePattern: "'.'yyyy-MM-dd"
+ layout:
+ type: pattern
+ conversionPattern: "[%d{ISO8601}][%-5p][%-25c] %m%n"
+
+ index_search_slow_log_file:
+ type: dailyRollingFile
+ file: ${path.logs}/${cluster.name}_index_search_slowlog.log
+ datePattern: "'.'yyyy-MM-dd"
+ layout:
+ type: pattern
+ conversionPattern: "[%d{ISO8601}][%-5p][%-25c] %m%n"
+
+ index_indexing_slow_log_file:
+ type: dailyRollingFile
+ file: ${path.logs}/${cluster.name}_index_indexing_slowlog.log
+ datePattern: "'.'yyyy-MM-dd"
+ layout:
+ type: pattern
+ conversionPattern: "[%d{ISO8601}][%-5p][%-25c] %m%n"
diff --git a/docker/kibana/Dockerfile b/docker/kibana/Dockerfile
new file mode 100644
index 0000000..e37cfa0
--- /dev/null
+++ b/docker/kibana/Dockerfile
@@ -0,0 +1,60 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# Ubuntu Xenial 16.04 [LTS]
+FROM ubuntu:16.04
+
+# install system wide deps
+RUN apt-get -yqq update
+RUN apt-get -yqq install netcat
+
+RUN apt-key adv --keyserver ha.pool.sks-keyservers.net --recv-keys 46095ACC8548582C1A2699A9D27D666CD88E42B4
+
+ENV KIBANA_VERSION 4.5.4
+ENV KIBANA_REPO_BASE http://packages.elasticsearch.org/kibana/4.5/debian
+
+RUN echo "deb $KIBANA_REPO_BASE stable main" > /etc/apt/sources.list.d/kibana.list
+
+# install kibana
+RUN set -x \
+ && apt-get -yqq update \
+ && apt-get -yqq install --no-install-recommends kibana=$KIBANA_VERSION \
+ && rm -rf /var/lib/apt/lists/*
+
+ENV PATH /opt/kibana/bin:$PATH
+
+WORKDIR /opt/kibana
+
+RUN set -ex \
+ && for path in \
+ ./config \
+ ; do \
+ chown -R kibana:kibana "$path"; \
+ done
+
+COPY kibana.yml /opt/kibana/config
+
+COPY entrypoint.sh /tmp/entrypoint.sh
+RUN chmod +x /tmp/entrypoint.sh
+
+# Install Sense plugin
+RUN kibana plugin --install elastic/sense
+
+USER kibana
+
+CMD ["/tmp/entrypoint.sh"]
+
+# Run on port 5601
+EXPOSE 5601
\ No newline at end of file
diff --git a/docker/kibana/entrypoint.sh b/docker/kibana/entrypoint.sh
new file mode 100644
index 0000000..02bd91f
--- /dev/null
+++ b/docker/kibana/entrypoint.sh
@@ -0,0 +1,24 @@
+#!/usr/bin/env bash
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# Wait for the Elasticsearch container to be ready before starting Kibana.
+echo "Stalling for Elasticsearch"
+while true; do
+ nc -q 1 elasticsearch 9200 2>/dev/null && break
+done
+
+echo "Starting Kibana"
+exec kibana
\ No newline at end of file
diff --git a/docker/kibana/kibana.yml b/docker/kibana/kibana.yml
new file mode 100644
index 0000000..8bc978f
--- /dev/null
+++ b/docker/kibana/kibana.yml
@@ -0,0 +1,79 @@
+# Kibana is served by a back end server. This controls which port to use.
+server.port: 5601
+
+# The host to bind the server to.
+server.host: "0.0.0.0"
+
+# If you are running kibana behind a proxy, and want to mount it at a path,
+# specify that path here. The basePath can't end in a slash.
+# server.basePath: ""
+
+# The maximum payload size in bytes on incoming server requests.
+# server.maxPayloadBytes: 1048576
+
+# The Elasticsearch instance to use for all your queries.
+elasticsearch.url: "http://elasticsearch:9200"
+
+# preserve_elasticsearch_host true will send the hostname specified in `elasticsearch`. If you set it to false,
+# then the host you use to connect to *this* Kibana instance will be sent.
+elasticsearch.preserveHost: true
+
+# Kibana uses an index in Elasticsearch to store saved searches, visualizations
+# and dashboards. It will create a new index if it doesn't already exist.
+kibana.index: ".kibana"
+
+# The default application to load.
+kibana.defaultAppId: "discover"
+
+# If your Elasticsearch is protected with basic auth, these are the user credentials
+# used by the Kibana server to perform maintenance on the kibana_index at startup. Your Kibana
+# users will still need to authenticate with Elasticsearch (which is proxied through
+# the Kibana server)
+# elasticsearch.username: "user"
+# elasticsearch.password: "pass"
+
+# SSL for outgoing requests from the Kibana Server to the browser (PEM formatted)
+# server.ssl.cert: /path/to/your/server.crt
+# server.ssl.key: /path/to/your/server.key
+
+# Optional setting to validate that your Elasticsearch backend uses the same key files (PEM formatted)
+# elasticsearch.ssl.cert: /path/to/your/client.crt
+# elasticsearch.ssl.key: /path/to/your/client.key
+
+# If you need to provide a CA certificate for your Elasticsearch instance, put
+# the path of the pem file here.
+# elasticsearch.ssl.ca: /path/to/your/CA.pem
+
+# Set to false to have a complete disregard for the validity of the SSL
+# certificate.
+# elasticsearch.ssl.verify: true
+
+# Time in milliseconds to wait for elasticsearch to respond to pings, defaults to
+# request_timeout setting
+# elasticsearch.pingTimeout: 1500
+
+# Time in milliseconds to wait for responses from the back end or elasticsearch.
+# This must be > 0
+# elasticsearch.requestTimeout: 30000
+
+# Time in milliseconds for Elasticsearch to wait for responses from shards.
+# Set to 0 to disable.
+# elasticsearch.shardTimeout: 0
+
+# Time in milliseconds to wait for Elasticsearch at Kibana startup before retrying
+# elasticsearch.startupTimeout: 5000
+
+# Set the path to where you would like the process id file to be created.
+# pid.file: /var/run/kibana.pid
+
+# If you would like to send the log output to a file you can set the path below.
+logging.dest: stdout
+
+# Set this to true to suppress all logging output.
+# logging.silent: false
+
+# Set this to true to suppress all logging output except for error messages.
+logging.quiet: true
+
+# Set this to true to log all events, including system usage information and all requests.
+# logging.verbose: false
diff --git a/docker/logstash/Dockerfile b/docker/logstash/Dockerfile
new file mode 100644
index 0000000..bd5929b
--- /dev/null
+++ b/docker/logstash/Dockerfile
@@ -0,0 +1,46 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# Ubuntu Xenial 16.04 [LTS]
+FROM ubuntu:16.04
+
+# install system wide deps
+RUN apt-get -yqq update
+RUN apt-get -yqq install openjdk-8-jre
+RUN apt-get -yqq install wget
+RUN apt-key adv --keyserver ha.pool.sks-keyservers.net --recv-keys 46095ACC8548582C1A2699A9D27D666CD88E42B4
+
+ENV LOGSTASH_VERSION 1:2.3.4-1
+ENV LOGSTASH_REPO_BASE http://packages.elasticsearch.org/logstash/2.3/debian
+
+RUN echo "deb $LOGSTASH_REPO_BASE stable main" > /etc/apt/sources.list.d/logstash.list
+
+# install logstash
+RUN set -x \
+ && apt-get -yqq update \
+ && apt-get -yqq install --no-install-recommends logstash=$LOGSTASH_VERSION \
+ && rm -rf /var/lib/apt/lists/*
+
+ENV PATH /opt/logstash/bin:$PATH
+
+# Get GeoIP DB
+#RUN set -x \
+# && wget http://geolite.maxmind.com/download/geoip/database/GeoLiteCountry/GeoIP.dat.gz \
+# && gunzip GeoIP.dat.gz \
+# && mkdir -p /usr/share/GeoIP \
+# && mv GeoIP.dat /usr/share/GeoIP
+
+ADD logstash.conf /etc/logstash/conf.d/logstash.conf
+ADD userale.json /etc/logstash/conf.d/userale.json
\ No newline at end of file
diff --git a/docker/logstash/logstash.conf b/docker/logstash/logstash.conf
new file mode 100644
index 0000000..656245e
--- /dev/null
+++ b/docker/logstash/logstash.conf
@@ -0,0 +1,78 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+input {
+ http {
+ codec => "json"
+ port => 8888
+ response_headers => {
+ "Access-Control-Allow-Origin" => "*"
+ "Access-Control-Allow-Headers" => "Origin, X-Requested-With, Content-Type, Accept"
+ }
+ }
+
+ file {
+ path => [
+ "/var/log/sennsoft/*.log"
+ ]
+ codec => "json"
+ start_position => "beginning"
+ sincedb_path => "/dev/null"
+ }
+}
+
+## Add your filters / logstash plugins configuration here
+filter {
+ mutate {
+ remove_field => [ "message", "@version", "@timestamp"]
+ }
+
+ grok {
+ match => [ "useraleVersion", "(?<major_ver>\d+).(?<minor_ver>\d+)(.(?<patch_ver>\d+))?" ]
+ match => [ "toolVersion", "(?<tool_major_ver>\d+).(?<tool_minor_ver>\d+)(.(?<tool_patch_ver>\d+))?" ]
+ }
+
+ #dns {
+ # add_field => [ "hostname", "%{host}" ]
+ #}
+
+ #dns {
+ # resolve => [ "host" ]
+ # action => [ "replace" ]
+ #}
+
+ #geoip {
+ # source => "host"
+ # database => "/usr/share/GeoIP/GeoIP.dat"
+ # target => "geoip"
+ #}
+}
+
+output {
+ # Output data to Elasticsearch instance
+ elasticsearch {
+ hosts => "elasticsearch:9200"
+ action => "index"
+ index => "userale"
+ document_type => "logs"
+ manage_template => true
+ template_overwrite => true
+ template => "/etc/logstash/conf.d/userale.json"
+ template_name => "userale"
+ }
+
+ # Debug
+ stdout { codec => rubydebug }
+}
\ No newline at end of file
diff --git a/docker/logstash/userale.json b/docker/logstash/userale.json
new file mode 100644
index 0000000..3d53d7b
--- /dev/null
+++ b/docker/logstash/userale.json
@@ -0,0 +1,152 @@
+{
+ "template" : "userale",
+ "order" : 1,
+ "settings" : {
+ "number_of_shards" : 1,
+ "number_of_replicas" : 0,
+ "index.refresh_interval" : "5s"
+ },
+ "mappings" : {
+ "_default_" : {
+ "_all" : {
+ "enabled" : false
+ },
+ "properties" : {
+ "geoip" : {
+ "properties" : {
+ "ip" : {
+ "type" : "ip"
+ },
+ "country_code2" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "country_code3" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "country_name" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "continent_code" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "region_name" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "city_name" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "postal_code" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "latitude" : {
+ "type" : "double"
+ },
+ "longitude" : {
+ "type" : "double"
+ },
+ "dma_code" : {
+ "type" : "integer"
+ },
+ "area_code" : {
+ "type" : "long"
+ },
+ "timezone" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "real_region_name" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "location" : {
+ "doc_values" : true,
+ "type" : "geo_point"
+ }
+ }
+ }
+ }
+ },
+ "logs" : {
+ "properties" : {
+ "userAction" : {
+ "type" : "boolean"
+ },
+ "type" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "clientTime" : {
+ "type" : "date",
+ "format" : "strict_date_optional_time||epoch_millis"
+ },
+ "target" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "path" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "details" : {
+ "type" : "object"
+ },
+ "location" : {
+ "type" : "object",
+ "properties" : {
+ "x" : {
+ "type" : "integer"
+ },
+ "y" : {
+ "type" : "integer"
+ }
+ }
+ },
+ "userId" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "session" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "toolName" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "toolVersion" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "useraleVersion" : {
+ "index" : "not_analyzed",
+ "type" : "string"
+ },
+ "major_ver" : {
+ "type" : "integer"
+ },
+ "minor_ver" : {
+ "type" : "integer"
+ },
+ "patch_ver" : {
+ "type" : "integer"
+ },
+ "tool_major_ver" : {
+ "type" : "integer"
+ },
+ "tool_minor_ver" : {
+ "type" : "integer"
+ },
+ "tool_patch_ver" : {
+ "type" : "integer"
+ }
+ }
+ }
+ }
+}
\ No newline at end of file
diff --git a/docker/tap/Dockerfile b/docker/tap/Dockerfile
new file mode 100644
index 0000000..7445054
--- /dev/null
+++ b/docker/tap/Dockerfile
@@ -0,0 +1,63 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+FROM python:3.4
+MAINTAINER Michelle Beard <msbeard@apache.org>
+
+# Install system wide dependencies
+RUN apt-get -yqq update && apt-get -yqq install \
+ curl \
+ sudo
+
+# Install NodeJS 4.x
+RUN curl -sL https://deb.nodesource.com/setup_4.x | sudo -E bash -
+
+RUN sudo -E apt-get -yqq install \
+ nodejs \
+ build-essential
+
+# Set the work directory
+RUN mkdir -p /usr/src
+WORKDIR /usr/src
+
+# Install gulp
+RUN npm install -g bower gulp
+
+# Install git
+RUN sudo -E apt-get -yqq install \
+ git
+
+# Clone TAP
+RUN git clone -b docker https://github.com/apache/incubator-senssoft-tap.git app
+WORKDIR /usr/src/app
+RUN git pull
+
+# Install packages
+RUN npm install
+
+# Install TAP requirements
+RUN pip install -r requirements.txt
+
+# Add application files
+ADD secret.py /usr/src/app/tap/settings
+ADD neon_counts.js /usr/src/app/public
+ADD neon_graph.js /usr/src/app/public
+
+
+# Startup Application
+RUN gulp build
+
+# Export port
+EXPOSE 8000
diff --git a/docker/tap/README.md b/docker/tap/README.md
new file mode 100644
index 0000000..eaf43b2
--- /dev/null
+++ b/docker/tap/README.md
@@ -0,0 +1,2 @@
+Copy neon_*.json files here until we integrate w/Distill
+
diff --git a/docker/tap/neon_counts.js b/docker/tap/neon_counts.js
new file mode 100644
index 0000000..ff5cadf
--- /dev/null
+++ b/docker/tap/neon_counts.js
@@ -0,0 +1,2 @@
+var neon_counts = [{"intake_data": {"demographics": {"Gender": 2.0, "Age": 34.0, "Ethnicity (other)": null, "Ethnicity": 4.0}, "education": {"Most school completed": 9.0, "Education in IA (ind_priv)": 2.0, "Secondary concentration, free": null, "Tertiary concentration, free": null, "Education in IA (gov_mil)": 2.0, "Primary concentration, free": "Architecture", "Education Concentration": "Civil Engineering"}, "employment": {"Current job free": "The Lovecraft", "Industry experience as an analyst": null, "Current industry free": "Manufacturing/Design", "Current title free": "Owner", "Other experience Free": null}, "exam_scores": {"Experiential inductive cognitive style": 3.5, "Need for cognition": 5.277777778, "Need for closure": 2.866666667, "Rational deductive cognitive style": 5.9, "Subjective Numeracy Scale": 3.0, "Cognitive Reflections Test": 0}}, "OT_data": {"UX OT2 Bedford Workload Composite": 1.333333333, "OT1 Score": 2, "Time to Complete OT1": 844, "Time to Complete OT2": 1012, "Combined OT Scores": 4.0, "UX Engagement Composite": 3.9375, "UX OT 2 Cognitive Load Composite": 1.0, "UX OT Enjoyment Composite": 5.0, "Total Time to Complete All Tasks": 1856, "OT2 Confidence": 11.0, "UX OT1 Bedford Workload Composite": 5.0, "UX OT2 Engagement Composite": 4.0, "UX OT1 Engagement Composite": 3.875, "UX Bedford Workload (Mental Effort)": 3.5, "Ave OT Confidence": 10.25, "UX OT 1 Cognitive Load Composite": 1.9, "UX OT Cognitive Load Composite": 1.45, "UX Bedford Workload (Rel Skill Level)": 3.5, "OT1 Confidence": 9.5, "UX Bedford Workload Composite": 3.1666666664999998, "OT2 Score": 2.0, "UX Bedford Workload (Difficulty)": 2.5}, "log_data": {"OT1": {"total_counts": 207, "logs": {"count": [3, 20, 0, 0, 1, 2, 2, 3, 4, 2, 0, 0, 0, 0, 2, 3, 13, 0, 0, 0, 1, 1, 2, 1, 1, 1, 1, 8, 4, 0, 0, 52, 28, 0, 2, 0, 1, 0, 1, 0, 0, 2, 0, 0, 0, 0, 0, 0, 9, 11, 0, 0, 0, 5, 7, 3, 2, 9], "elementGroup": ["chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "map_group", "map_group", "map_group", "map_group", "map_group", "map_group", "map_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "table_group", "table_group", "table_group", "table_group", "table_group", "table_group", "table_group", "table_group", "top", "top", "top", "top", "top"], "log_id": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57], "log_strings": ["chart_group,linechart,linechart,TOOLTIP,mouseover,SHOW,-,tooltip,USER", "chart_group,linechart,linechart,TOOLTIP,mouseover_INTERVAL,SHOW,-,tooltip,USER", "chart_group,linechart,linechart-aggregation,COMBOBOX,click,SELECT,-,options,USER", "chart_group,linechart,linechart-trendline-hide,BUTTON,click,ALTER,-,linechart,USER", "chart_group,linechart,linechart-trendline-show,BUTTON,click,ALTER,-,linechart,USER", "chart_group,linechart-brush,linechart-brush,CANVAS,drag,SELECT,-,linechart;brush,USER", "chart_group,linechart-clear-range,-,BUTTON,click,DESELECT,-,filter,USER", "chart_group,linechart-day,linechart-day,BUTTON,click,ALTER,-,linechart,USER", "chart_group,linechart-hour,linechart-hour,BUTTON,click,ALTER,-,linechart,USER", "chart_group,linechart-range,date-range,CANVAS,click,SELECT,-,filter,USER", "chart_group,tag-cloud,-,TAG,click,ADD,-,filter,USER", "chart_group,tag-cloud,-,TAG,click,REMOVE,-,filter,USER", "chart_group,tag-cloud-options,all-filters,BUTTON,click,SELECT,-,options,USER", "chart_group,tag-cloud-options,any-filters,BUTTON,click,SELECT,-,options,USER", "chart_group,tag-cloud-options,remove-translation,BUTTON,click,SELECT,-,options,USER", "chart_group,timeline,timeline,TOOLTIP,mouseover,SHOW,-,tooltip,USER", "chart_group,timeline,timeline,TOOLTIP,mouseover_INTERVAL,SHOW,-,tooltip,USER", "chart_group,timeline,timeline-showFocus-always,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline,timeline-showFocus-never,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline,timeline-showFocus-on_filter,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline-brush,timeline-brush,CANVAS,drag,SELECT,-,timeline;brush,USER", "chart_group,timeline-clear-range,-,BUTTON,click,DESELECT,-,filter,USER", "chart_group,timeline-day,timeline-day,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline-hour,timeline-hour,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline-month,timeline-month,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline-range,date-range,CANVAS,click,SELECT,-,timeline,USER", "chart_group,timeline-year,timeline-year,BUTTON,click,ALTER,-,timeline,USER", "map_group,map,-,TOOLTIP,click,HIDE,-,map,USER", "map_group,map,-,TOOLTIP,click,SHOW,-,map,USER", "map_group,map,geo-filter,BUTTON,click,DESELECT,-,map,USER", "map_group,map,geo-filter,CANVAS,drag,SELECT,-,map,USER", "map_group,map,map-viewport,CANVAS,panstart,ALTER,-,map,USER", "map_group,map,map-viewport,CANVAS,zoom,ALTER,-,map,USER", "map_group,map-layer-active-button,-,BUTTON,click,ALTER,-,options,USER", "query_group,filter-builder-add-filter,-,BUTTON,click,ADD,-,filter-builder,USER", "query_group,filter-builder-and-clauses,-,BUTTON,click,ALTER,-,filter-builder,USER", "query_group,filter-builder-clear-all,-,BUTTON,click,REMOVE,-,filter-builder,USER", "query_group,filter-builder-remove-filter,-,BUTTON,click,REMOVE,-,filter-builder,USER", "query_group,filter-builder-selected-field,-,COMBOBOX,click,SELECT,-,filter-builder,USER", "query_group,filter-builder-selectedOperator,-,COMBOBOX,click,SELECT,-,filter-builder,USER", "query_group,filter-builder-selectedValue,-,TEXTBOX,keydown,ENTER,-,filter-builder,USER", "query_group,filter-builder-selectedValue,-,TEXTBOX,keydown_INTERVAL,ENTER,-,filter-builder,USER", "query_group,filter-builder-update-filter-0,-,BUTTON,click,ALTER,-,filter-builder,USER", "query_group,filter-builder-update-filter-1,-,BUTTON,click,ALTER,-,filter-builder,USER", "query_group,filter-builder-update-filter-2,-,BUTTON,click,ALTER,-,filter-builder,USER", "table_group,datagrid,-,DATAGRID,click,ALTER,-,sort-column,USER", "table_group,datagrid,-,DATAGRID,drag,ALTER,-,reorder-column,USER", "table_group,datagrid,-,DATAGRID,drag,ALTER,-,resize-column,USER", "table_group,datagrid,-,DATAGRID,scroll,ALTER,-,scroll-datagrid,USER", "table_group,datagrid,-,DATAGRID,scroll_INTERVAL,ALTER,-,scroll-datagrid,USER", 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"timeline-year", "-", "-", "geo-filter", "geo-filter", "map-viewport", "map-viewport", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "layout", "layout"], "activity": ["SHOW", "SHOW", "SELECT", "ALTER", "ALTER", "SELECT", "DESELECT", "ALTER", "ALTER", "SELECT", "ADD", "REMOVE", "SELECT", "SELECT", "SELECT", "SHOW", "SHOW", "ALTER", "ALTER", "ALTER", "SELECT", "DESELECT", "ALTER", "ALTER", "ALTER", "SELECT", "ALTER", "HIDE", "SHOW", "DESELECT", "SELECT", "ALTER", "ALTER", "ALTER", "ADD", "ALTER", "REMOVE", "REMOVE", "SELECT", "SELECT", "ENTER", "ENTER", "ALTER", "ALTER", "ALTER", "ALTER", "ALTER", "ALTER", "ALTER", "ALTER", "ALTER", "PERFORM", "SELECT", "HIDE", "SHOW", "SELECT", "ALTER", "ALTER"], "action": ["mouseover", "mouseover_INTERVAL", "click", "click", "click", "drag", "click", "click", "click", "click", "click", "click", "click", "click", "click", "mouseover", "mouseover_INTERVAL", "click", "click", "click", 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"WORKSPACE"], "nickname": ["linechart_mover", "linechart_mover_int", "linechart_aggregation_select", "linechart_trendline_hide", "linechart_trendline_show", "linechart_select_time_range_drag", "linechart_clear_time_range", "linechart_temp_res_day", "linechart_temp_res_hour", "linechart_select_time_range", "tag_cloud_add_filt", "tag_cloud_rem_filt", "tag_cloud_options_all", "tag_cloud_options_any", "tag_cloud_rem_translation", "timeline_mover", "timeline_mover_int", "timeline_show_focus_always", "timeline_show_focus_never", "timeline_show_focus_on", "timeline_select_time_range_drag", "timeline_clear_range", "timeline_temp_res_day", "timeline_temp_res_hour", "timeline_temp_res_month", "timeline_date_range_select", "timeline_temp_res_year", "map_tooltip_hide", "map_tooltip_show", "map_geofilter_click", "map_geofilter_drag", "map_pan", "map_zoom", "map_overlay_change", "query_add_filter", "query_change_filter", "query_clear_all", "query_remove_filter", "query_select_field", "query_select_operator", "query_enter_search_terms", "query_enter_search_terms_int", "query_update_filt0", "query_update_filt1", "query_update_filt2", "datagrid_sort_col_header", "datagrid_reorder_col", "datagrid_resize_col", "datagrid_scroll", "datagrid_scroll_int", "datagrid_enter_limit", "datagrid_refresh", "datagrid_sort_col_button", "options_hide", "options_show", "select_dataset", "layout_alter", "layout_drag_widget"], "elementId": ["linechart", "linechart", "linechart", "linechart", "linechart", "linechart-brush", "linechart-clear-range", "linechart-day", "linechart-hour", "linechart-range", "tag-cloud", "tag-cloud", "tag-cloud-options", "tag-cloud-options", "tag-cloud-options", "timeline", "timeline", "timeline", "timeline", "timeline", "timeline-brush", "timeline-clear-range", "timeline-day", "timeline-hour", "timeline-month", "timeline-range", "timeline-year", "map", "map", "map", "map", "map", "map", "map-layer-active-button", "filter-builder-add-filter", "filter-builder-and-clauses", "filter-builder-clear-all", "filter-builder-remove-filter", "filter-builder-selected-field", "filter-builder-selectedOperator", "filter-builder-selectedValue", "filter-builder-selectedValue", "filter-builder-update-filter-0", "filter-builder-update-filter-1", "filter-builder-update-filter-2", "datagrid", "datagrid", "datagrid", "datagrid", "datagrid", "datagrid-limit", "datagrid-refresh", "datagrid-sort-direction", "chart-options", "chart-options", "dataset-menu", "workspace", "workspace"]}, "session_id": "0846bcbb7a349347961f6aa8824e2f_1530"}, "OT2": {"total_counts": 366, "logs": {"count": [2, 22, 0, 0, 0, 2, 1, 3, 5, 2, 2, 2, 0, 0, 3, 16, 54, 0, 0, 0, 13, 7, 0, 0, 0, 13, 0, 4, 3, 1, 8, 36, 24, 0, 7, 0, 0, 5, 0, 0, 0, 9, 11, 1, 0, 0, 0, 3, 54, 22, 0, 0, 0, 5, 5, 3, 0, 18], "elementGroup": ["chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "map_group", "map_group", "map_group", "map_group", "map_group", "map_group", "map_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "table_group", "table_group", "table_group", "table_group", "table_group", "table_group", "table_group", "table_group", "top", "top", "top", "top", "top"], "log_id": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57], "log_strings": ["chart_group,linechart,linechart,TOOLTIP,mouseover,SHOW,-,tooltip,USER", 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"chart_group,tag-cloud-options,any-filters,BUTTON,click,SELECT,-,options,USER", "chart_group,tag-cloud-options,remove-translation,BUTTON,click,SELECT,-,options,USER", "chart_group,timeline,timeline,TOOLTIP,mouseover,SHOW,-,tooltip,USER", "chart_group,timeline,timeline,TOOLTIP,mouseover_INTERVAL,SHOW,-,tooltip,USER", "chart_group,timeline,timeline-showFocus-always,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline,timeline-showFocus-never,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline,timeline-showFocus-on_filter,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline-brush,timeline-brush,CANVAS,drag,SELECT,-,timeline;brush,USER", "chart_group,timeline-clear-range,-,BUTTON,click,DESELECT,-,filter,USER", "chart_group,timeline-day,timeline-day,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline-hour,timeline-hour,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline-month,timeline-month,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline-range,date-range,CANVAS,click,SELECT,-,timeline,USER", "chart_group,timeline-year,timeline-year,BUTTON,click,ALTER,-,timeline,USER", "map_group,map,-,TOOLTIP,click,HIDE,-,map,USER", "map_group,map,-,TOOLTIP,click,SHOW,-,map,USER", "map_group,map,geo-filter,BUTTON,click,DESELECT,-,map,USER", "map_group,map,geo-filter,CANVAS,drag,SELECT,-,map,USER", "map_group,map,map-viewport,CANVAS,panstart,ALTER,-,map,USER", "map_group,map,map-viewport,CANVAS,zoom,ALTER,-,map,USER", "map_group,map-layer-active-button,-,BUTTON,click,ALTER,-,options,USER", "query_group,filter-builder-add-filter,-,BUTTON,click,ADD,-,filter-builder,USER", "query_group,filter-builder-and-clauses,-,BUTTON,click,ALTER,-,filter-builder,USER", "query_group,filter-builder-clear-all,-,BUTTON,click,REMOVE,-,filter-builder,USER", "query_group,filter-builder-remove-filter,-,BUTTON,click,REMOVE,-,filter-builder,USER", "query_group,filter-builder-selected-field,-,COMBOBOX,click,SELECT,-,filter-builder,USER", "query_group,filter-builder-selectedOperator,-,COMBOBOX,click,SELECT,-,filter-builder,USER", "query_group,filter-builder-selectedValue,-,TEXTBOX,keydown,ENTER,-,filter-builder,USER", "query_group,filter-builder-selectedValue,-,TEXTBOX,keydown_INTERVAL,ENTER,-,filter-builder,USER", "query_group,filter-builder-update-filter-0,-,BUTTON,click,ALTER,-,filter-builder,USER", "query_group,filter-builder-update-filter-1,-,BUTTON,click,ALTER,-,filter-builder,USER", "query_group,filter-builder-update-filter-2,-,BUTTON,click,ALTER,-,filter-builder,USER", "table_group,datagrid,-,DATAGRID,click,ALTER,-,sort-column,USER", "table_group,datagrid,-,DATAGRID,drag,ALTER,-,reorder-column,USER", "table_group,datagrid,-,DATAGRID,drag,ALTER,-,resize-column,USER", "table_group,datagrid,-,DATAGRID,scroll,ALTER,-,scroll-datagrid,USER", "table_group,datagrid,-,DATAGRID,scroll_INTERVAL,ALTER,-,scroll-datagrid,USER", "table_group,datagrid-limit,-,TEXTBOX,keydown_INTERVAL,ALTER,-,options,USER", "table_group,datagrid-refresh,-,BUTTON,click,PERFORM,-,options,USER", "table_group,datagrid-sort-direction,-,RADIOBUTTON,click,SELECT,-,options,USER", "top,chart-options,-,BUTTON,click,HIDE,-,options,USER", "top,chart-options,-,BUTTON,click,SHOW,-,options,USER", "top,dataset-menu,-,BUTTON,click,SELECT,-,dataset,USER", "top,workspace,layout,WORKSPACE,click,ALTER,-,visualization,USER", "top,workspace,layout,WORKSPACE,dragstart,ALTER,-,visualization,USER"], "elementSub": ["linechart", "linechart", "linechart-aggregation", "linechart-trendline-hide", "linechart-trendline-show", "linechart-brush", "-", "linechart-day", "linechart-hour", "date-range", "-", "-", "all-filters", "any-filters", "remove-translation", "timeline", "timeline", "timeline-showFocus-always", "timeline-showFocus-never", "timeline-showFocus-on_filter", "timeline-brush", "-", "timeline-day", "timeline-hour", "timeline-month", "date-range", "timeline-year", "-", "-", "geo-filter", "geo-filter", "map-viewport", "map-viewport", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "layout", "layout"], "activity": ["SHOW", "SHOW", "SELECT", "ALTER", "ALTER", "SELECT", "DESELECT", "ALTER", "ALTER", "SELECT", "ADD", "REMOVE", "SELECT", "SELECT", "SELECT", "SHOW", "SHOW", "ALTER", "ALTER", "ALTER", "SELECT", "DESELECT", "ALTER", "ALTER", "ALTER", "SELECT", "ALTER", "HIDE", "SHOW", "DESELECT", "SELECT", "ALTER", "ALTER", "ALTER", "ADD", "ALTER", "REMOVE", "REMOVE", "SELECT", "SELECT", "ENTER", "ENTER", "ALTER", "ALTER", "ALTER", "ALTER", "ALTER", "ALTER", "ALTER", "ALTER", "ALTER", "PERFORM", "SELECT", "HIDE", "SHOW", "SELECT", "ALTER", "ALTER"], "action": ["mouseover", "mouseover_INTERVAL", "click", "click", "click", "drag", "click", "click", "click", "click", "click", "click", "click", "click", "click", "mouseover", "mouseover_INTERVAL", "click", "click", "click", "drag", "click", "click", "click", "click", "click", "click", "click", 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"datagrid_sort_col_header", "datagrid_reorder_col", "datagrid_resize_col", "datagrid_scroll", "datagrid_scroll_int", "datagrid_enter_limit", "datagrid_refresh", "datagrid_sort_col_button", "options_hide", "options_show", "select_dataset", "layout_alter", "layout_drag_widget"], "elementId": ["linechart", "linechart", "linechart", "linechart", "linechart", "linechart-brush", "linechart-clear-range", "linechart-day", "linechart-hour", "linechart-range", "tag-cloud", "tag-cloud", "tag-cloud-options", "tag-cloud-options", "tag-cloud-options", "timeline", "timeline", "timeline", "timeline", "timeline", "timeline-brush", "timeline-clear-range", "timeline-day", "timeline-hour", "timeline-month", "timeline-range", "timeline-year", "map", "map", "map", "map", "map", "map", "map-layer-active-button", "filter-builder-add-filter", "filter-builder-and-clauses", "filter-builder-clear-all", "filter-builder-remove-filter", "filter-builder-selected-field", "filter-builder-selectedOperator", "filter-builder-selectedValue", "filter-builder-selectedValue", "filter-builder-update-filter-0", "filter-builder-update-filter-1", "filter-builder-update-filter-2", "datagrid", "datagrid", "datagrid", "datagrid", "datagrid", "datagrid-limit", "datagrid-refresh", "datagrid-sort-direction", "chart-options", "chart-options", "dataset-menu", "workspace", "workspace"]}, "session_id": "f12273980289f32f37a30bd83740ff_981"}, "OT2": {"total_counts": 181, "logs": {"count": [0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 2, 12, 4, 0, 0, 0, 36, 1, 1, 2, 0, 74, 0, 0, 1, 0, 0, 10, 4, 0, 4, 0, 1, 3, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 8, 2, 0, 0, 0, 3, 2, 2, 0, 2], "elementGroup": ["chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "chart_group", "map_group", "map_group", "map_group", "map_group", "map_group", "map_group", "map_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "query_group", "table_group", "table_group", "table_group", "table_group", "table_group", "table_group", "table_group", "table_group", "top", "top", "top", "top", "top"], "log_id": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57], "log_strings": ["chart_group,linechart,linechart,TOOLTIP,mouseover,SHOW,-,tooltip,USER", "chart_group,linechart,linechart,TOOLTIP,mouseover_INTERVAL,SHOW,-,tooltip,USER", "chart_group,linechart,linechart-aggregation,COMBOBOX,click,SELECT,-,options,USER", "chart_group,linechart,linechart-trendline-hide,BUTTON,click,ALTER,-,linechart,USER", "chart_group,linechart,linechart-trendline-show,BUTTON,click,ALTER,-,linechart,USER", "chart_group,linechart-brush,linechart-brush,CANVAS,drag,SELECT,-,linechart;brush,USER", "chart_group,linechart-clear-range,-,BUTTON,click,DESELECT,-,filter,USER", "chart_group,linechart-day,linechart-day,BUTTON,click,ALTER,-,linechart,USER", "chart_group,linechart-hour,linechart-hour,BUTTON,click,ALTER,-,linechart,USER", "chart_group,linechart-range,date-range,CANVAS,click,SELECT,-,filter,USER", "chart_group,tag-cloud,-,TAG,click,ADD,-,filter,USER", "chart_group,tag-cloud,-,TAG,click,REMOVE,-,filter,USER", "chart_group,tag-cloud-options,all-filters,BUTTON,click,SELECT,-,options,USER", "chart_group,tag-cloud-options,any-filters,BUTTON,click,SELECT,-,options,USER", "chart_group,tag-cloud-options,remove-translation,BUTTON,click,SELECT,-,options,USER", "chart_group,timeline,timeline,TOOLTIP,mouseover,SHOW,-,tooltip,USER", "chart_group,timeline,timeline,TOOLTIP,mouseover_INTERVAL,SHOW,-,tooltip,USER", "chart_group,timeline,timeline-showFocus-always,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline,timeline-showFocus-never,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline,timeline-showFocus-on_filter,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline-brush,timeline-brush,CANVAS,drag,SELECT,-,timeline;brush,USER", "chart_group,timeline-clear-range,-,BUTTON,click,DESELECT,-,filter,USER", "chart_group,timeline-day,timeline-day,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline-hour,timeline-hour,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline-month,timeline-month,BUTTON,click,ALTER,-,timeline,USER", "chart_group,timeline-range,date-range,CANVAS,click,SELECT,-,timeline,USER", "chart_group,timeline-year,timeline-year,BUTTON,click,ALTER,-,timeline,USER", "map_group,map,-,TOOLTIP,click,HIDE,-,map,USER", "map_group,map,-,TOOLTIP,click,SHOW,-,map,USER", "map_group,map,geo-filter,BUTTON,click,DESELECT,-,map,USER", "map_group,map,geo-filter,CANVAS,drag,SELECT,-,map,USER", "map_group,map,map-viewport,CANVAS,panstart,ALTER,-,map,USER", "map_group,map,map-viewport,CANVAS,zoom,ALTER,-,map,USER", "map_group,map-layer-active-button,-,BUTTON,click,ALTER,-,options,USER", "query_group,filter-builder-add-filter,-,BUTTON,click,ADD,-,filter-builder,USER", "query_group,filter-builder-and-clauses,-,BUTTON,click,ALTER,-,filter-builder,USER", "query_group,filter-builder-clear-all,-,BUTTON,click,REMOVE,-,filter-builder,USER", "query_group,filter-builder-remove-filter,-,BUTTON,click,REMOVE,-,filter-builder,USER", "query_group,filter-builder-selected-field,-,COMBOBOX,click,SELECT,-,filter-builder,USER", "query_group,filter-builder-selectedOperator,-,COMBOBOX,click,SELECT,-,filter-builder,USER", "query_group,filter-builder-selectedValue,-,TEXTBOX,keydown,ENTER,-,filter-builder,USER", "query_group,filter-builder-selectedValue,-,TEXTBOX,keydown_INTERVAL,ENTER,-,filter-builder,USER", "query_group,filter-builder-update-filter-0,-,BUTTON,click,ALTER,-,filter-builder,USER", "query_group,filter-builder-update-filter-1,-,BUTTON,click,ALTER,-,filter-builder,USER", "query_group,filter-builder-update-filter-2,-,BUTTON,click,ALTER,-,filter-builder,USER", "table_group,datagrid,-,DATAGRID,click,ALTER,-,sort-column,USER", "table_group,datagrid,-,DATAGRID,drag,ALTER,-,reorder-column,USER", "table_group,datagrid,-,DATAGRID,drag,ALTER,-,resize-column,USER", "table_group,datagrid,-,DATAGRID,scroll,ALTER,-,scroll-datagrid,USER", "table_group,datagrid,-,DATAGRID,scroll_INTERVAL,ALTER,-,scroll-datagrid,USER", "table_group,datagrid-limit,-,TEXTBOX,keydown_INTERVAL,ALTER,-,options,USER", "table_group,datagrid-refresh,-,BUTTON,click,PERFORM,-,options,USER", "table_group,datagrid-sort-direction,-,RADIOBUTTON,click,SELECT,-,options,USER", "top,chart-options,-,BUTTON,click,HIDE,-,options,USER", "top,chart-options,-,BUTTON,click,SHOW,-,options,USER", "top,dataset-menu,-,BUTTON,click,SELECT,-,dataset,USER", "top,workspace,layout,WORKSPACE,click,ALTER,-,visualization,USER", "top,workspace,layout,WORKSPACE,dragstart,ALTER,-,visualization,USER"], "elementSub": ["linechart", "linechart", "linechart-aggregation", "linechart-trendline-hide", "linechart-trendline-show", "linechart-brush", "-", "linechart-day", "linechart-hour", "date-range", "-", "-", "all-filters", "any-filters", "remove-translation", "timeline", "timeline", "timeline-showFocus-always", "timeline-showFocus-never", "timeline-showFocus-on_filter", "timeline-brush", "-", "timeline-day", "timeline-hour", "timeline-month", "date-range", "timeline-year", "-", "-", "geo-filter", "geo-filter", "map-viewport", "map-viewport", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "-", "layout", "layout"], "activity": ["SHOW", "SHOW", "SELECT", "ALTER", "ALTER", "SELECT", "DESELECT", "ALTER", "ALTER", "SELECT", "ADD", "REMOVE", "SELECT", "SELECT", "SELECT", "SHOW", "SHOW", "ALTER", "ALTER", "ALTER", "SELECT", "DESELECT", "ALTER", "ALTER", "ALTER", "SELECT", "ALTER", "HIDE", "SHOW", "DESELECT", "SELECT", "ALTER", "ALTER", "ALTER", "ADD", "ALTER", "REMOVE", "REMOVE", "SELECT", "SELECT", "ENTER", "ENTER", "ALTER", "ALTER", "ALTER", "ALTER", "ALTER", "ALTER", "ALTER", "ALTER", "ALTER", "PERFORM", "SELECT", "HIDE", "SHOW", "SELECT", "ALTER", "ALTER"], "action": ["mouseover", "mouseover_INTERVAL", "click", "click", "click", "drag", "click", "click", "click", "click", "click", "click", "click", "click", "click", "mouseover", "mouseover_INTERVAL", "click", "click", "click", "drag", "click", "click", "click", "click", "click", "click", "click", "click", "click", "drag", "panstart", "zoom", "click", "click", "click", "click", "click", "click", "click", "keydown", "keydown_INTERVAL", "click", "click", "click", "click", "drag", "drag", "scroll", "scroll_INTERVAL", "keydown_INTERVAL", "click", "click", "click", "click", "click", "click", "dragstart"], "elementType": ["TOOLTIP", "TOOLTIP", "COMBOBOX", "BUTTON", "BUTTON", "CANVAS", "BUTTON", "BUTTON", "BUTTON", "CANVAS", "TAG", "TAG", "BUTTON", "BUTTON", "BUTTON", "TOOLTIP", "TOOLTIP", "BUTTON", "BUTTON", "BUTTON", "CANVAS", "BUTTON", "BUTTON", "BUTTON", "BUTTON", "CANVAS", "BUTTON", "TOOLTIP", "TOOLTIP", "BUTTON", "CANVAS", "CANVAS", "CANVAS", "BUTTON", "BUTTON", "BUTTON", "BUTTON", "BUTTON", "COMBOBOX", "COMBOBOX", "TEXTBOX", "TEXTBOX", "BUTTON", "BUTTON", "BUTTON", "DATAGRID", "DATAGRID", "DATAGRID", "DATAGRID", "DATAGRID", "TEXTBOX", "BUTTON", "RADIOBUTTON", "BUTTON", "BUTTON", "BUTTON", "WORKSPACE", "WORKSPACE"], "nickname": ["linechart_mover", "linechart_mover_int", "linechart_aggregation_select", "linechart_trendline_hide", "linechart_trendline_show", "linechart_select_time_range_drag", "linechart_clear_time_range", "linechart_temp_res_day", "linechart_temp_res_hour", "linechart_select_time_range", "tag_cloud_add_filt", "tag_cloud_rem_filt", "tag_cloud_options_all", "tag_cloud_options_any", "tag_cloud_rem_translation", "timeline_mover", "timeline_mover_int", "timeline_show_focus_always", "timeline_show_focus_never", "timeline_show_focus_on", "timeline_select_time_range_drag", "timeline_clear_range", "timeline_temp_res_day", "timeline_temp_res_hour", "timeline_temp_res_month", "timeline_date_range_select", "timeline_temp_res_year", "map_tooltip_hide", "map_tooltip_show", "map_geofilter_click", "map_geofilter_drag", "map_pan", "map_zoom", "map_overlay_change", "query_add_filter", "query_change_filter", "query_clear_all", "query_remove_filter", "query_select_field", "query_select_operator", "query_enter_search_terms", "query_enter_search_terms_int", "query_update_filt0", "query_update_filt1", "query_update_filt2", "datagrid_sort_col_header", "datagrid_reorder_col", "datagrid_resize_col", "datagrid_scroll", "datagrid_scroll_int", "datagrid_enter_limit", "datagrid_refresh", "datagrid_sort_col_button", "options_hide", "options_show", "select_dataset", "layout_alter", "layout_drag_widget"], "elementId": ["linechart", "linechart", "linechart", "linechart", "linechart", "linechart-brush", "linechart-clear-range", "linechart-day", "linechart-hour", "linechart-range", "tag-cloud", "tag-cloud", "tag-cloud-options", "tag-cloud-options", "tag-cloud-options", "timeline", "timeline", "timeline", "timeline", "timeline", "timeline-brush", "timeline-clear-range", "timeline-day", "timeline-hour", "timeline-month", "timeline-range", "timeline-year", "map", "map", "map", "map", "map", "map", "map-layer-active-button", "filter-builder-add-filter", "filter-builder-and-clauses", "filter-builder-clear-all", "filter-builder-remove-filter", "filter-builder-selected-field", "filter-builder-selectedOperator", "filter-builder-selectedValue", "filter-builder-selectedValue", "filter-builder-update-filter-0", "filter-builder-update-filter-1", "filter-builder-update-filter-2", "datagrid", "datagrid", "datagrid", "datagrid", "datagrid", "datagrid-limit", "datagrid-refresh", "datagrid-sort-direction", "chart-options", "chart-options", "dataset-menu", "workspace", "workspace"]}, "session_id": "f12273980289f32f37a30bd83740ff_980"}}, "application": "Neon", "experiment": "2015_public_xdataonline", "user_hash": "f12273980289f32f37a30bd83740ff"}];
+ export default neon_counts;
\ No newline at end of file
diff --git a/docker/tap/neon_graph.js b/docker/tap/neon_graph.js
new file mode 100644
index 0000000..c84ce9b
--- /dev/null
+++ b/docker/tap/neon_graph.js
@@ -0,0 +1,2 @@
+var graphData = {"out_degree": {"blt": [{"index": 0, "value": 26}, {"index": 1, "value": 3}, {"index": 2, "value": 5}, {"index": 3, "value": 6}, {"index": 4, "value": 4}, {"index": 5, "value": 8}, {"index": 6, "value": 18}, {"index": 7, "value": 18}, {"index": 8, "value": 7}, {"index": 9, "value": 11}, {"index": 10, "value": 12}, {"index": 11, "value": 2}, {"index": 12, "value": 1}, {"index": 13, "value": 4}, {"index": 14, "value": 32}, {"index": 15, "value": 37}, {"index": 16, "value": 5}, {"index": 17, "value": 1}, {"index": 18, "value": 3}, {"index": 19, "value": 7}, {"index": 20, "value": 10}, {"index": 21, "value": 9}, {"index": 22, "value": 4}, {"index": 23, "value": 8}, {"index": 24, "value": 11}, {"index": 25, "value": 4}, {"index": 26, "value": 18}, {"index": 27, "value": 3}, {"index": 28, "value": 3}, {"index": 29, "value": 3}, {"index": 30, "value": 28}, {"index": 31, "value": 27}, {"index": 32, "value": 11}, {"index": 33, "value": 17}, {"index": 34, "value": 9}, {"index": 35, "value": 7}, {"index": 36, "value": 16}, {"index": 37, "value": 13}, {"index": 38, "value": 5}, {"index": 39, "value": 3}, {"index": 40, "value": 13}, {"index": 41, "value": 11}, {"index": 42, "value": 5}, {"index": 43, "value": 1}, {"index": 44, "value": 10}, {"index": 45, "value": 2}, {"index": 46, "value": 3}, {"index": 47, "value": 39}, {"index": 48, "value": 27}, {"index": 49, "value": 1}, {"index": 50, "value": 5}, {"index": 51, "value": 1}, {"index": 52, "value": 29}, {"index": 53, "value": 30}, {"index": 54, "value": 4}, {"index": 55, "value": 1}, {"index": 56, "value": 8}, {"index": 57, "value": 18}, {"index": 58, "value": 23}], "out": [{"action": "mouseover", "index": 0, "name": "chart_group,linechart,linechart,TOOLTIP,mouseover,SHOW,-,tooltip,USER", "elementId": "linechart", "elementGroup": "chart_group"}, {"action": "mouseover_INTERVAL", "index": 1, "name": "chart_group,linechart,linechart,TOOLTIP,mouseover_INTERVAL,SHOW,-,tooltip,USER", "elementId": "linechart", "elementGroup": "chart_group"}, {"action": "click", "index": 2, "name": "chart_group,linechart,linechart-aggregation,COMBOBOX,click,SELECT,-,options,USER", "elementId": "linechart", "elementGroup": "chart_group"}, {"action": "click", "index": 3, "name": "chart_group,linechart,linechart-trendline-hide,BUTTON,click,ALTER,-,linechart,USER", "elementId": "linechart", "elementGroup": "chart_group"}, {"action": "click", "index": 4, "name": "chart_group,linechart,linechart-trendline-show,BUTTON,click,ALTER,-,linechart,USER", "elementId": "linechart", "elementGroup": "chart_group"}, {"action": "drag", "index": 5, "name": "chart_group,linechart-brush,linechart-brush,CANVAS,drag,SELECT,-,linechart;brush,USER", "elementId": "linechart-brush", "elementGroup": "chart_group"}, {"action": "click", "index": 6, "name": "chart_group,linechart-clear-range,-,BUTTON,click,DESELECT,-,filter,USER", "elementId": "linechart-clear-range", "elementGroup": "chart_group"}, {"action": "click", "index": 7, "name": "chart_group,linechart-day,linechart-day,BUTTON,click,ALTER,-,linechart,USER", "elementId": "linechart-day", "elementGroup": "chart_group"}, {"action": "click", "index": 8, "name": "chart_group,linechart-hour,linechart-hour,BUTTON,click,ALTER,-,linechart,USER", "elementId": "linechart-hour", "elementGroup": "chart_group"}, {"action": "click", "index": 9, "name": "chart_group,linechart-range,date-range,CANVAS,click,SELECT,-,filter,USER", "elementId": "linechart-range", "elementGroup": "chart_group"}, {"action": "click", "index": 10, "name": "chart_group,tag-cloud,-,TAG,click,ADD,-,filter,USER", "elementId": "tag-cloud", "elementGroup": "chart_group"}, {"action": "click", "index": 11, "name": "chart_group,tag-cloud,-,TAG,click,REMOVE,-,filter,USER", "elementId": "tag-cloud", "elementGroup": "chart_group"}, {"action": "click", "index": 12, "name": "chart_group,tag-cloud-options,all-filters,BUTTON,click,SELECT,-,options,USER", "elementId": "tag-cloud-options", "elementGroup": "chart_group"}, {"action": "click", "index": 13, "name": "chart_group,tag-cloud-options,any-filters,BUTTON,click,SELECT,-,options,USER", "elementId": "tag-cloud-options", "elementGroup": "chart_group"}, {"action": "click", "index": 14, "name": "chart_group,tag-cloud-options,remove-translation,BUTTON,click,SELECT,-,options,USER", "elementId": "tag-cloud-options", "elementGroup": "chart_group"}, {"action": "mouseover", "index": 15, "name": "chart_group,timeline,timeline,TOOLTIP,mouseover,SHOW,-,tooltip,USER", "elementId": "timeline", "elementGroup": "chart_group"}, {"action": "mouseover_INTERVAL", "index": 16, "name": "chart_group,timeline,timeline,TOOLTIP,mouseover_INTERVAL,SHOW,-,tooltip,USER", "elementId": "timeline", "elementGroup": "chart_group"}, {"action": "click", "index": 17, "name": "chart_group,timeline,timeline-showFocus-always,BUTTON,click,ALTER,-,timeline,USER", "elementId": "timeline", "elementGroup": "chart_group"}, {"action": "click", "index": 18, "name": "chart_group,timeline,timeline-showFocus-never,BUTTON,click,ALTER,-,timeline,USER", "elementId": "timeline", "elementGroup": "chart_group"}, {"action": "click", "index": 19, "name": "chart_group,timeline,timeline-showFocus-on_filter,BUTTON,click,ALTER,-,timeline,USER", "elementId": "timeline", "elementGroup": "chart_group"}, {"action": "drag", "index": 20, "name": "chart_group,timeline-brush,timeline-brush,CANVAS,drag,SELECT,-,timeline;brush,USER", "elementId": "timeline-brush", "elementGroup": "chart_group"}, {"action": "click", "index": 21, "name": "chart_group,timeline-clear-range,-,BUTTON,click,DESELECT,-,filter,USER", "elementId": "timeline-clear-range", "elementGroup": "chart_group"}, {"action": "click", "index": 22, "name": "chart_group,timeline-day,timeline-day,BUTTON,click,ALTER,-,timeline,USER", "elementId": "timeline-day", "elementGroup": "chart_group"}, {"action": "click", "index": 23, "name": "chart_group,timeline-hour,timeline-hour,BUTTON,click,ALTER,-,timeline,USER", 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"chart_group,timeline,timeline-showFocus-always,BUTTON,click,ALTER,-,timeline,USER", "elementId": "timeline", "elementGroup": "chart_group"}, {"action": "click", "index": 18, "name": "chart_group,timeline,timeline-showFocus-never,BUTTON,click,ALTER,-,timeline,USER", "elementId": "timeline", "elementGroup": "chart_group"}, {"action": "click", "index": 19, "name": "chart_group,timeline,timeline-showFocus-on_filter,BUTTON,click,ALTER,-,timeline,USER", "elementId": "timeline", "elementGroup": "chart_group"}, {"action": "drag", "index": 20, "name": "chart_group,timeline-brush,timeline-brush,CANVAS,drag,SELECT,-,timeline;brush,USER", "elementId": "timeline-brush", "elementGroup": "chart_group"}, {"action": "click", "index": 21, "name": "chart_group,timeline-clear-range,-,BUTTON,click,DESELECT,-,filter,USER", "elementId": "timeline-clear-range", "elementGroup": "chart_group"}, {"action": "click", "index": 22, "name": "chart_group,timeline-day,timeline-day,BUTTON,click,ALTER,-,timeline,USER", "elementId": "timeline-day", "elementGroup": "chart_group"}, {"action": "click", "index": 23, "name": "chart_group,timeline-hour,timeline-hour,BUTTON,click,ALTER,-,timeline,USER", "elementId": "timeline-hour", "elementGroup": "chart_group"}, {"action": "click", "index": 24, "name": "chart_group,timeline-month,timeline-month,BUTTON,click,ALTER,-,timeline,USER", "elementId": "timeline-month", "elementGroup": "chart_group"}, {"action": "click", "index": 25, "name": "chart_group,timeline-range,date-range,CANVAS,click,SELECT,-,timeline,USER", "elementId": "timeline-range", "elementGroup": "chart_group"}, {"action": "click", "index": 26, "name": "chart_group,timeline-year,timeline-year,BUTTON,click,ALTER,-,timeline,USER", "elementId": "timeline-year", "elementGroup": "chart_group"}, {"action": "click", "index": 27, "name": "map_group,map,-,TOOLTIP,click,HIDE,-,map,USER", "elementId": "map", "elementGroup": "map_group"}, {"action": "click", "index": 28, "name": "map_group,map,-,TOOLTIP,click,SHOW,-,map,USER", "elementId": "map", "elementGroup": "map_group"}, {"action": "click", "index": 29, "name": "map_group,map,geo-filter,BUTTON,click,DESELECT,-,map,USER", "elementId": "map", "elementGroup": "map_group"}, {"action": "drag", "index": 30, "name": "map_group,map,geo-filter,CANVAS,drag,SELECT,-,map,USER", "elementId": "map", "elementGroup": "map_group"}, {"action": "panstart", "index": 31, "name": "map_group,map,map-viewport,CANVAS,panstart,ALTER,-,map,USER", "elementId": "map", "elementGroup": "map_group"}, {"action": "zoom", "index": 32, "name": "map_group,map,map-viewport,CANVAS,zoom,ALTER,-,map,USER", "elementId": "map", "elementGroup": "map_group"}, {"action": "click", "index": 33, "name": "map_group,map-layer-active-button,-,BUTTON,click,ALTER,-,options,USER", "elementId": "map-layer-active-button", "elementGroup": "map_group"}, {"action": "click", "index": 34, "name": "query_group,filter-builder-add-filter,-,BUTTON,click,ADD,-,filter-builder,USER", "elementId": "filter-builder-add-filter", "elementGroup": "query_group"}, {"action": "click", "index": 35, "name": "query_group,filter-builder-and-clauses,-,BUTTON,click,ALTER,-,filter-builder,USER", "elementId": "filter-builder-and-clauses", "elementGroup": "query_group"}, {"action": "click", "index": 36, "name": "query_group,filter-builder-clear-all,-,BUTTON,click,REMOVE,-,filter-builder,USER", "elementId": "filter-builder-clear-all", "elementGroup": "query_group"}, {"action": "click", "index": 37, "name": "query_group,filter-builder-remove-filter,-,BUTTON,click,REMOVE,-,filter-builder,USER", "elementId": "filter-builder-remove-filter", "elementGroup": "query_group"}, {"action": "click", "index": 38, "name": "query_group,filter-builder-selected-field,-,COMBOBOX,click,SELECT,-,filter-builder,USER", "elementId": "filter-builder-selected-field", "elementGroup": "query_group"}, {"action": "click", "index": 39, "name": "query_group,filter-builder-selectedOperator,-,COMBOBOX,click,SELECT,-,filter-builder,USER", "elementId": "filter-builder-selectedOperator", "elementGroup": "query_group"}, {"action": "keydown", "index": 40, "name": "query_group,filter-builder-selectedValue,-,TEXTBOX,keydown,ENTER,-,filter-builder,USER", "elementId": "filter-builder-selectedValue", "elementGroup": "query_group"}, {"action": "keydown_INTERVAL", "index": 41, "name": "query_group,filter-builder-selectedValue,-,TEXTBOX,keydown_INTERVAL,ENTER,-,filter-builder,USER", "elementId": "filter-builder-selectedValue", "elementGroup": "query_group"}, {"action": "click", "index": 42, "name": "query_group,filter-builder-update-filter-0,-,BUTTON,click,ALTER,-,filter-builder,USER", "elementId": "filter-builder-update-filter-0", "elementGroup": "query_group"}, {"action": "click", "index": 43, "name": "query_group,filter-builder-update-filter-1,-,BUTTON,click,ALTER,-,filter-builder,USER", "elementId": "filter-builder-update-filter-1", "elementGroup": "query_group"}, {"action": "click", "index": 44, "name": "query_group,filter-builder-update-filter-2,-,BUTTON,click,ALTER,-,filter-builder,USER", "elementId": "filter-builder-update-filter-2", "elementGroup": "query_group"}, {"action": "click", "index": 45, "name": "table_group,datagrid,-,DATAGRID,click,ALTER,-,sort-column,USER", "elementId": "datagrid", "elementGroup": "table_group"}, {"action": "drag", "index": 46, "name": "table_group,datagrid,-,DATAGRID,drag,ALTER,-,reorder-column,USER", "elementId": "datagrid", "elementGroup": "table_group"}, {"action": "drag", "index": 47, "name": "table_group,datagrid,-,DATAGRID,drag,ALTER,-,resize-column,USER", "elementId": "datagrid", "elementGroup": "table_group"}, {"action": "scroll", "index": 48, "name": "table_group,datagrid,-,DATAGRID,scroll,ALTER,-,scroll-datagrid,USER", "elementId": "datagrid", "elementGroup": "table_group"}, {"action": "scroll_INTERVAL", "index": 49, "name": "table_group,datagrid,-,DATAGRID,scroll_INTERVAL,ALTER,-,scroll-datagrid,USER", "elementId": "datagrid", "elementGroup": "table_group"}, {"action": "keydown_INTERVAL", "index": 50, "name": "table_group,datagrid-limit,-,TEXTBOX,keydown_INTERVAL,ALTER,-,options,USER", "elementId": "datagrid-limit", "elementGroup": "table_group"}, {"action": "click", "index": 51, "name": "table_group,datagrid-refresh,-,BUTTON,click,PERFORM,-,options,USER", "elementId": "datagrid-refresh", "elementGroup": "table_group"}, {"action": "click", "index": 52, "name": "table_group,datagrid-sort-direction,-,RADIOBUTTON,click,SELECT,-,options,USER", "elementId": "datagrid-sort-direction", "elementGroup": "table_group"}, {"action": "click", "index": 53, "name": "top,chart-options,-,BUTTON,click,HIDE,-,options,USER", "elementId": "chart-options", "elementGroup": "top"}, {"action": "click", "index": 54, "name": "top,chart-options,-,BUTTON,click,SHOW,-,options,USER", "elementId": "chart-options", "elementGroup": "top"}, {"action": "click", "index": 55, "name": "top,dataset-menu,-,BUTTON,click,SELECT,-,dataset,USER", "elementId": "dataset-menu", "elementGroup": "top"}, {"action": "onload", "index": 56, "name": "top,window,-,WINDOW,onload,SHOW,-,-,USER", "elementId": "window", "elementGroup": "top"}, {"action": "click", "index": 57, "name": "top,workspace,layout,WORKSPACE,click,ALTER,-,visualization,USER", "elementId": "workspace", "elementGroup": "top"}, {"action": "dragstart", "index": 58, "name": "top,workspace,layout,WORKSPACE,dragstart,ALTER,-,visualization,USER", "elementId": "workspace", "elementGroup": "top"}]}};
+export default graphData;
\ No newline at end of file
diff --git a/docker/webserver/Dockerfile b/docker/webserver/Dockerfile
new file mode 100644
index 0000000..99fc7a5
--- /dev/null
+++ b/docker/webserver/Dockerfile
@@ -0,0 +1,34 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+FROM python:2
+
+# install system wide deps
+RUN apt-get -yqq update
+RUN apt-get -yqq install nginx
+
+# Install Supervisord
+RUN pip install supervisor-stdout
+
+# Add configuration files
+ADD ./supervisord.conf /etc/supervisord.conf
+ADD ./gunicorn.cfg /etc/gunicorn.cfg
+ADD ./nginx.conf /etc/nginx/nginx.conf
+
+# restart nginx to load the config
+RUN service nginx stop
+
+# start supervisor to run our wsgi server
+CMD supervisord -c /etc/supervisord.conf -n
\ No newline at end of file
diff --git a/docker/webserver/gunicorn.cfg b/docker/webserver/gunicorn.cfg
new file mode 100644
index 0000000..5b199c4
--- /dev/null
+++ b/docker/webserver/gunicorn.cfg
@@ -0,0 +1,27 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""
+gunicorn WSGI server configuration.
+"""
+
+import multiprocessing
+
+bind = ["unix:distill.sock"]
+workers = max (multiprocessing.cpu_count () * 2 + 1, 4)
+timeout = 10
+umask = 007
+accesslog = "-"
+errorlog = "-"
\ No newline at end of file
diff --git a/docker/webserver/nginx.conf b/docker/webserver/nginx.conf
new file mode 100644
index 0000000..3a46ed8
--- /dev/null
+++ b/docker/webserver/nginx.conf
@@ -0,0 +1,57 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+sudo /etc/init.d/nginx start
+sudo rm /etc/nginx/sites-enabled/default
+sudo touch /etc/nginx/sites-available/distill
+sudo ln -s /etc/nginx/sites-available/distill /etc/nginx/sites-enabled/distill
+
+sudo vim /etc/nginx/sites-enabled/distill
+
+user nobody;
+worker_processes 2;
+
+error_log /var/log/nginx/error.log;
+error_log /var/log/nginx/error.log notice;
+error_log /var/log/nginx/error.log info;
+
+# user nobody nogroup
+pid /tmp/nginx.pid;
+
+events {
+ worker_connections 1024;
+}
+
+http {
+ include mime.types;
+ default_type application/octet-stream;
+ access_log /var/log/nginx/access.log combined;
+ sendfile on;
+
+ server {
+ listen 80 default;
+ server_name localhost;
+ keepalive_timeout 5;
+
+ access_log /var/log/nginx/distill.log;
+
+ location / {
+ proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+ proxy_set_header Host $host;
+ proxy_pass http://127.0.0.1:8000;
+ }
+
+ }
+}
\ No newline at end of file
diff --git a/docker/webserver/supervisord.conf b/docker/webserver/supervisord.conf
new file mode 100644
index 0000000..4d29abd
--- /dev/null
+++ b/docker/webserver/supervisord.conf
@@ -0,0 +1,28 @@
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements. See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License. You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+[supervisord]
+nodaemon = true
+
+[program:nginx]
+command = /usr/sbin/nginx
+startsecs = 5
+stdout_events_enabled = true
+stderr_events_enabled = true
+
+[program:app-gunicorn]
+command = gunicorn -c "/etc/gunicorn.cfg" scripts/run_server:app
+stdout_events_enabled = true
+stderr_events_enabled = true
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diff --git a/es/data/SensSoft/nodes/0/indices/userale/0/translog/translog-12.tlog b/es/data/SensSoft/nodes/0/indices/userale/0/translog/translog-12.tlog
new file mode 100644
index 0000000..af7e0af
--- /dev/null
+++ b/es/data/SensSoft/nodes/0/indices/userale/0/translog/translog-12.tlog
Binary files differ
diff --git a/es/data/SensSoft/nodes/0/indices/userale/0/translog/translog-9.ckp b/es/data/SensSoft/nodes/0/indices/userale/0/translog/translog-9.ckp
new file mode 100644
index 0000000..bb5a549
--- /dev/null
+++ b/es/data/SensSoft/nodes/0/indices/userale/0/translog/translog-9.ckp
Binary files differ
diff --git a/es/data/SensSoft/nodes/0/indices/userale/0/translog/translog-9.tlog b/es/data/SensSoft/nodes/0/indices/userale/0/translog/translog-9.tlog
new file mode 100644
index 0000000..af7e0af
--- /dev/null
+++ b/es/data/SensSoft/nodes/0/indices/userale/0/translog/translog-9.tlog
Binary files differ
diff --git a/es/data/SensSoft/nodes/0/indices/userale/0/translog/translog.ckp b/es/data/SensSoft/nodes/0/indices/userale/0/translog/translog.ckp
new file mode 100644
index 0000000..c71cb5f
--- /dev/null
+++ b/es/data/SensSoft/nodes/0/indices/userale/0/translog/translog.ckp
Binary files differ
diff --git a/es/data/SensSoft/nodes/0/node.lock b/es/data/SensSoft/nodes/0/node.lock
new file mode 100644
index 0000000..e69de29
--- /dev/null
+++ b/es/data/SensSoft/nodes/0/node.lock
diff --git a/es/logs/SensSoft.log b/es/logs/SensSoft.log
new file mode 100644
index 0000000..2190820
--- /dev/null
+++ b/es/logs/SensSoft.log
@@ -0,0 +1,45 @@
+[2016-11-22 15:10:23,171][WARN ][bootstrap ] unable to install syscall filter: seccomp unavailable: your kernel is buggy and you should upgrade
+[2016-11-22 15:10:24,954][INFO ][node ] [soft-01] version[2.3.5], pid[1], build[90f439f/2016-07-27T10:36:52Z]
+[2016-11-22 15:10:24,955][INFO ][node ] [soft-01] initializing ...
+[2016-11-22 15:10:30,698][INFO ][plugins ] [soft-01] modules [reindex, lang-expression, lang-groovy], plugins [hq], sites [hq]
+[2016-11-22 15:10:30,946][INFO ][env ] [soft-01] using [1] data paths, mounts [[/usr/share/elasticsearch/data (osxfs)]], net usable_space [851.7gb], net total_space [930.7gb], spins? [possibly], types [fuse.osxfs]
+[2016-11-22 15:10:30,952][INFO ][env ] [soft-01] heap size [1007.3mb], compressed ordinary object pointers [true]
+[2016-11-22 15:10:47,727][INFO ][node ] [soft-01] initialized
+[2016-11-22 15:10:47,762][INFO ][node ] [soft-01] starting ...
+[2016-11-22 15:10:48,557][INFO ][transport ] [soft-01] publish_address {172.18.0.3:9300}, bound_addresses {[::]:9300}
+[2016-11-22 15:10:48,615][INFO ][discovery ] [soft-01] SensSoft/LCYH0KGRSvK1v7K7i8eqFQ
+[2016-11-22 15:10:52,076][INFO ][cluster.service ] [soft-01] new_master {soft-01}{LCYH0KGRSvK1v7K7i8eqFQ}{172.18.0.3}{172.18.0.3:9300}, reason: zen-disco-join(elected_as_master, [0] joins received)
+[2016-11-22 15:10:52,159][INFO ][http ] [soft-01] publish_address {172.18.0.3:9200}, bound_addresses {[::]:9200}
+[2016-11-22 15:10:52,163][INFO ][node ] [soft-01] started
+[2016-11-22 15:10:52,776][INFO ][gateway ] [soft-01] recovered [2] indices into cluster_state
+[2016-11-22 15:10:56,056][INFO ][cluster.routing.allocation] [soft-01] Cluster health status changed from [RED] to [YELLOW] (reason: [shards started [[userale][0], [userale][0]] ...]).
+[2016-11-22 16:06:42,818][WARN ][bootstrap ] unable to install syscall filter: seccomp unavailable: your kernel is buggy and you should upgrade
+[2016-11-22 16:06:45,173][INFO ][node ] [soft-01] version[2.3.5], pid[1], build[90f439f/2016-07-27T10:36:52Z]
+[2016-11-22 16:06:45,175][INFO ][node ] [soft-01] initializing ...
+[2016-11-22 16:06:49,204][INFO ][plugins ] [soft-01] modules [reindex, lang-expression, lang-groovy], plugins [hq], sites [hq]
+[2016-11-22 16:06:49,577][INFO ][env ] [soft-01] using [1] data paths, mounts [[/usr/share/elasticsearch/data (osxfs)]], net usable_space [850.6gb], net total_space [930.7gb], spins? [possibly], types [fuse.osxfs]
+[2016-11-22 16:06:49,579][INFO ][env ] [soft-01] heap size [1007.3mb], compressed ordinary object pointers [true]
+[2016-11-22 16:07:00,937][INFO ][node ] [soft-01] initialized
+[2016-11-22 16:07:00,943][INFO ][node ] [soft-01] starting ...
+[2016-11-22 16:07:01,289][INFO ][transport ] [soft-01] publish_address {172.18.0.2:9300}, bound_addresses {[::]:9300}
+[2016-11-22 16:07:01,313][INFO ][discovery ] [soft-01] SensSoft/c04SHgONT3KPJM-ksseDLw
+[2016-11-22 16:07:04,552][INFO ][cluster.service ] [soft-01] new_master {soft-01}{c04SHgONT3KPJM-ksseDLw}{172.18.0.2}{172.18.0.2:9300}, reason: zen-disco-join(elected_as_master, [0] joins received)
+[2016-11-22 16:07:04,644][INFO ][http ] [soft-01] publish_address {172.18.0.2:9200}, bound_addresses {[::]:9200}
+[2016-11-22 16:07:04,648][INFO ][node ] [soft-01] started
+[2016-11-22 16:07:05,140][INFO ][gateway ] [soft-01] recovered [2] indices into cluster_state
+[2016-11-22 16:07:07,609][INFO ][cluster.routing.allocation] [soft-01] Cluster health status changed from [RED] to [YELLOW] (reason: [shards started [[.kibana][0]] ...]).
+[2016-11-22 16:11:00,768][WARN ][bootstrap ] unable to install syscall filter: seccomp unavailable: your kernel is buggy and you should upgrade
+[2016-11-22 16:11:01,312][INFO ][node ] [soft-01] version[2.3.5], pid[1], build[90f439f/2016-07-27T10:36:52Z]
+[2016-11-22 16:11:01,312][INFO ][node ] [soft-01] initializing ...
+[2016-11-22 16:11:06,155][INFO ][plugins ] [soft-01] modules [reindex, lang-expression, lang-groovy], plugins [hq], sites [hq]
+[2016-11-22 16:11:06,424][INFO ][env ] [soft-01] using [1] data paths, mounts [[/usr/share/elasticsearch/data (osxfs)]], net usable_space [850.6gb], net total_space [930.7gb], spins? [possibly], types [fuse.osxfs]
+[2016-11-22 16:11:06,435][INFO ][env ] [soft-01] heap size [1007.3mb], compressed ordinary object pointers [true]
+[2016-11-22 16:11:22,008][INFO ][node ] [soft-01] initialized
+[2016-11-22 16:11:22,010][INFO ][node ] [soft-01] starting ...
+[2016-11-22 16:11:22,803][INFO ][transport ] [soft-01] publish_address {172.18.0.2:9300}, bound_addresses {[::]:9300}
+[2016-11-22 16:11:22,837][INFO ][discovery ] [soft-01] SensSoft/-hNCN3eyQbe4uexdnWW1vg
+[2016-11-22 16:11:26,820][INFO ][cluster.service ] [soft-01] new_master {soft-01}{-hNCN3eyQbe4uexdnWW1vg}{172.18.0.2}{172.18.0.2:9300}, reason: zen-disco-join(elected_as_master, [0] joins received)
+[2016-11-22 16:11:27,079][INFO ][http ] [soft-01] publish_address {172.18.0.2:9200}, bound_addresses {[::]:9200}
+[2016-11-22 16:11:27,089][INFO ][node ] [soft-01] started
+[2016-11-22 16:11:27,681][INFO ][gateway ] [soft-01] recovered [2] indices into cluster_state
+[2016-11-22 16:11:29,204][INFO ][cluster.routing.allocation] [soft-01] Cluster health status changed from [RED] to [YELLOW] (reason: [shards started [[userale][0], [.kibana][0]] ...]).
diff --git a/es/logs/SensSoft_deprecation.log b/es/logs/SensSoft_deprecation.log
new file mode 100644
index 0000000..e69de29
--- /dev/null
+++ b/es/logs/SensSoft_deprecation.log
diff --git a/es/logs/SensSoft_index_indexing_slowlog.log b/es/logs/SensSoft_index_indexing_slowlog.log
new file mode 100644
index 0000000..e69de29
--- /dev/null
+++ b/es/logs/SensSoft_index_indexing_slowlog.log
diff --git a/es/logs/SensSoft_index_search_slowlog.log b/es/logs/SensSoft_index_search_slowlog.log
new file mode 100644
index 0000000..e69de29
--- /dev/null
+++ b/es/logs/SensSoft_index_search_slowlog.log
diff --git a/gulpfile.babel.js b/gulpfile.babel.js
index 3fc64e7..2cc122e 100644
--- a/gulpfile.babel.js
+++ b/gulpfile.babel.js
@@ -19,6 +19,9 @@
import requireDir from 'require-dir';
import runSequence from 'run-sequence';
import gulpLoadPlugins from 'gulp-load-plugins';
+
+var spawn = require('child_process').spawn;
+
// import browserSync from 'browser-sync';
requireDir('./tasks');
@@ -37,9 +40,8 @@
'clean',
[
'styles:build',
- 'js:bulid'
- ],
- //'symlink'
+ 'js:build'
+ ]
);
});
@@ -58,3 +60,19 @@
]
);
});
+
+gulp.task('serve:backend', () => {
+ var devServerPort = process.env.PORT || 8000;
+ process.env.PYTHONBUFFERED = 1;
+ process.env.PYTHONDONTWRITEBITECODE = 1;
+ spawn('python', ['manage.py', 'runserver', '0.0.0.0:' + devServerPort], {
+ stdio: 'inherit'
+ });
+});
+
+// gulp.task('docker', () => {
+// gulp.start('serve:backend');
+// gulp.start('build');
+// });
+
+gulp.task('docker', ['build']);
diff --git a/results.txt b/results.txt
new file mode 100644
index 0000000..b6e34eb
--- /dev/null
+++ b/results.txt
@@ -0,0 +1 @@
+six==1.10.0
diff --git a/semantic.json b/semantic.json
index a681d3f..2122e26 100644
--- a/semantic.json
+++ b/semantic.json
@@ -16,7 +16,7 @@
"clean": "dist/"
},
"permission": false,
- "autoInstall": false,
+ "autoInstall": true,
"rtl": false,
"version": "2.2.6"
}
\ No newline at end of file
diff --git a/tap/settings/settings.py b/tap/settings/settings.py
index 1011853..f9bf017 100755
--- a/tap/settings/settings.py
+++ b/tap/settings/settings.py
@@ -123,7 +123,7 @@
'NAME': MY_DB_NAME,
'USER': MY_DB_USER,
'PASSWORD': MY_DB_PASSWORD,
- 'HOST': 'localhost',
+ 'HOST': MY_DB_HOST,
'PORT': '',
}
}
diff --git a/tasks/build.js b/tasks/build.js
index 2967b44..6de9925 100644
--- a/tasks/build.js
+++ b/tasks/build.js
@@ -34,8 +34,10 @@
var opts = assign({}, watchify.args, customOpts);
// var b = watchify(browserify(opts), { poll : 500 });
var b = watchify(browserify(opts));
+var build = browserify(opts);
b.transform(babelify, { presets : [ 'es2015', 'react' ] });
+build.transform(babelify, { presets: ['es2015', 'react'] });
function bundle () {
return b.bundle()
@@ -50,7 +52,17 @@
.pipe(gulp.dest('static'));
}
+function buildBundle() {
+ return build.bundle()
+ .on('error', plugins.util.log.bind(plugins.util, 'Browserify Error'))
+ .pipe(source('app.js'))
+ .pipe(gulp.dest('build/js'))
+ .pipe(gulp.dest('static'));
+}
+
gulp.task('js', bundle);
b.on('update', bundle);
b.on('log', plugins.util.log);
+
+gulp.task('js:build', buildBundle);
diff --git a/tasks/styles.js b/tasks/styles.js
index 395bcba..083d272 100644
--- a/tasks/styles.js
+++ b/tasks/styles.js
@@ -85,7 +85,7 @@
gulp.task('styles:build', (done) => {
return runSequence(
[
- // 'buildSemantic',
+ 'buildSemantic',
'sass'
],
'copySemantic',
