Merge remote-tracking branch 'origin/dev'

README.md

@@ -27,11 +27,21 @@ We wrote this frame to be used in both command line or as a library within in yo
 
 1. signup to get parsing configuration
 
+    The parser is driven by a configuration file that specifies fields to parse and how to parse them. You need by signing up, to get a copy of the configuration file. 
+
         healthcare-io.py --signup <email> [--store <mongo|sqlite>]
 
-2. parsing claims in a folder
+2. check version       
 
-        healthcare-io.py --parse <claims|remits> --folder <path> [--batch <n>] [--resume]
+    Occasionally the attributes in the configuration file may change, This function will determine if there is a new version available.
+
+        healthcare-io.py --check-update
+
+3. parsing data in a folder
+
+    The parser will recursively traverse a directory with claims and or remittances
+
+        healthcare-io.py --parse --folder <path> [--batch <n>] [--resume]
         
         with :
             --parse     tells the engine what to parse claims or remits
@@ -39,11 +49,41 @@ We wrote this frame to be used in both command line or as a library within in yo
             --batch     number of processes to spawn to parse the files
             --resume    tells the parser to resume parsing 
                         if all files weren't processed or new files were added into the folder
-3. dashboard
 
-    There is a built-in dashboard that has displays descriptive analytics in a web browser
+4. export data to a relational data-store
 
-        healthcare-io.py --server <port> [--context <name>]    
+    The parser will export data into other data-stores as a  relational tables allowing users to construct views to support a variety of studies.
+
+        healthcare-io.py --export <835|837> --config <path-export.json>
+
+        with:
+            --config    configuration to support data-store
+        
+
+    The configuration file needed to implement export is modelled after the following template:
+
+
+        {
+            "provider":"<postgresql|redshift|mysql|mariadb>",
+            "db":"mydatabase",
+                [
+                    "host":"server-name","port":5432,
+                    "user":"me","password":"!@#z4qm",
+                    "schema":"target-schema"
+                ]
+            }
+
+    **parameters:**
+
+        provider    postgresql,redshift,mysql or mariadb (supported providers)
+        db          name of the database
+    
+    **optional:**
+        schema      name of the target schema. If not provided we will assume the default
+        host        host of the database. If not provided assuming localhost
+        port        port value of the database if not provided the default will be used
+        user        database user name. If not provided we assume security settings to trust
+        password    password of database user. If not set we assume security settings to trust
 
 **Embedded in Code   :**
 

healthcareio/Dockerfile

@@ -1,4 +1,8 @@
-FROM ubuntu:bionic-20200403
+#
+# Let us create an image for healthcareio
+#   The image will contain the {X12} Parser and the 
+# FROM ubuntu:bionic-20200403
+FROM ubuntu:focal
 RUN ["apt","update","--fix-missing"]
 RUN ["apt-get","upgrade","-y"]
 
@@ -6,9 +10,22 @@ RUN ["apt-get","-y","install","apt-utils"]
 
 RUN ["apt","update","--fix-missing"]
 RUN ["apt-get","upgrade","-y"]
-RUN ["apt-get","install","-y","sqlite3","sqlite3-pcre","libsqlite3-dev","python3-dev","python3","python3-pip","git","python3-virtualenv"]
+RUN ["apt-get","install","-y","mongo","sqlite3","sqlite3-pcre","libsqlite3-dev","python3-dev","python3","python3-pip","git","python3-virtualenv","wget"]
 #
 #
+RUN ["pip3","install","--upgrade","pip"]
+# RUN ["pip3","install","git+https://healthcare.the-phi.com/git/code/parser.git","botocore"]
 USER health-user
+#
+# This volume is where the data will be loaded from (otherwise it is assumed the user will have it in the container somehow)
+#
+VOLUME ["/data"]
+#
+# This is the port from which some degree of monitoring can/will happen
+EXPOSE 80
+# wget https://healthcareio.the-phi.com/git/code/parser.git/bootup.sh 
+COPY bootup.sh bootup.sh
+ENTRYPOINT ["bash","-C"]
+CMD ["bootup.sh"]
 # VOLUME ["/home/health-user/healthcare-io/","/home-healthuser/.healthcareio"]
 # RUN ["pip3","install","git+https://healthcareio.the-phi.com/git"]

healthcareio/__init__.py

@@ -16,5 +16,9 @@ Usage :
 """
 
 from healthcareio import analytics
+from healthcareio import server
+from healthcareio import export
 import healthcareio.x12 as x12
+import healthcareio.params as params
+
 # from healthcareio import server

healthcareio/analytics.py

@@ -11,7 +11,7 @@ import transport
 import matplotlib.pyplot as plt
 import re, base64
 # from weasyprint import HTML, CSS
-COLORS = ["#f79256","#7dcfb6","#fbd1a2","#00b2ca","#1d4e89","#4682B4","#c5c3c6","#4c5c68","#1985a1","#f72585","#7209b7","#3a0ca3","#4361ee","#4cc9f0","#ff595e","#ffca3a","#8ac926","#1982c4","#6a4c93"]
+COLORS = ["#fbd1a2","#00b2ca","#1d4e89","#4682B4","#c5c3c6","#4c5c68","#1985a1","#f72585","#7209b7","#3a0ca3","#4361ee","#4cc9f0","#ff595e","#ffca3a","#8ac926","#1982c4","#6a4c93"]
 class stdev :
     def __init__(self) :
         self.values = []
@@ -149,11 +149,16 @@ class Apex :
     This class will format a data-frame to work with Apex charting engine
     """
     @staticmethod
-    def apply(item):
+    def apply(item,theme={'mode':'light','palette':'palette6'}):
         pointer = item['chart']['type']
         if hasattr(Apex,pointer) :
             pointer = getattr(Apex,pointer)
+            
             options = pointer(item)
+            if 'apex' in options and 'colors' in options['apex'] :
+                del options['apex']['colors']
+            if 'apex' in options :    
+                options['apex']['theme'] = theme
             options['responsive']= [
                 {
                 'breakpoint': 1,
@@ -168,6 +173,18 @@ class Apex :
             print ("Oops")
         pass
     @staticmethod
+    def radial(item):
+        df = item['data']
+        x = item['chart']['axis']['x']
+        y  = item['chart']['axis']['y']
+        
+        labels = df[y].tolist()
+        values = [float(np.round(value,2)) for value in df[x].tolist()]
+        chart = {"type":"radialBar","height":200}
+        option = {"chart":chart,"series":values,"labels":labels,"plotOptions":{"radialBar":{"hollow":{"size":"70%"}}}}
+        return {'apex':option}
+
+    @staticmethod
     def scatter(item):
         options = Apex.spline(item)
         options['apex']['chart']['type'] = 'scatter'
@@ -175,7 +192,7 @@ class Apex :
     @staticmethod
     def scalar(item):
         _df = item['data']
-        print (_df)
+        
         name = _df.columns.tolist()[0]
         value = _df[name].values.round(2)[0]
         html = '<div class="scalar"><div class="value">:value</div><div class="label">:label</div></div>'
@@ -235,16 +252,17 @@ class Apex :
         @TODO: alias this with bar (!= column)
         """
         df = item['data']
+        
         N = df.shape[0] if df.shape[0] < 10 else 10
         axis = item['chart']['axis']
         y = axis['y']
         if type(y) == list :
             y = y[0]
         axis['x'] = [axis['x']] if type(axis['x']) != list else axis['x']
-        if not set(axis['x']) & set(df.columns.tolist()) :
+        # if not set(axis['x']) & set(df.columns.tolist()) :
-            print (set(axis['x']) & set(df.columns.tolist()))
+            # print (set(axis['x']) & set(df.columns.tolist()))
-            print (axis['x'])
+            # print (axis['x'])
-            print (df.columns)
+            # print (df.columns)
             # df.columns = axis['x']
         series = []
         _min=_max = 0
@@ -294,7 +312,6 @@ class Apex :
         values are x-axis
         """
         df = item['data']
-        
         if df.shape [0]> 1 :
             y_cols,x_cols = item['chart']['axis']['y'],item['chart']['axis']['x']
             labels = df[y_cols].values.tolist()
@@ -302,10 +319,11 @@ class Apex :
             values = df[x_cols].values.round(2).tolist()
         else:
             labels = [name.upper().replace('_',' ') for name in df.columns.tolist()]
+            df = df.astype(float)
             values = df.values.round(2).tolist()[0] if df.shape[1] > 1 else df.values.round(2).tolist()
             
         colors  = COLORS[:len(values)]
-        options = {"series":values,"colors":colors,"labels":labels,"chart":{"type":"donut"},"plotOptions":{"pie":{"customScale":.8}},"legend":{"position":"right"}}
+        options = {"series":values,"colors":colors,"labels":labels,"dataLabels":{"enabled":True,"style":{"colors":["#000000"]},"dropShadow":{"enabled":False}},"chart":{"type":"donut","width":200},"plotOptions":{"pie":{"customScale":.9}},"legend":{"position":"right"}}
         return {"apex":options}
 
         pass
@@ -329,43 +347,117 @@ class engine :
             _args['type'] = 'mongo.MongoReader'
         else:
             _args['type'] = 'disk.SQLiteReader'
-        self.reader = transport.factory.instance(**_args)
+        self.store_config = _args ;
+    
+    def filter (self,**args):
+        """
+            type: claims or remits
+            filter  optional identifier claims, procedures, taxonomy, ...
+        """
+        
+        
+        _m = {'claim':'837','claims':'837','remits':'835','remit':'835'}
+        table = _m[ args['type']]
+        _analytics = self.info[table]
+        if 'index' in args :
+            index = int(args['index'])
+            _analytics = [_analytics[index]]
+            
+        _info = list(_analytics) #if 'filter' not in args else [item for item in analytics if args['filter'] == item['id']]
+        # conn = lite.connect(self.store_config['args']['path'],isolation_level=None)
+        # conn.create_aggregate("stdev",1,stdev)
+        DB_TYPE = 'mongo' if (type(self.reader) == transport.mongo.MongoReader) else 'sql'
+        if DB_TYPE == 'mongo' :
+            self.store_config['args']['doc'] = args['type']
+        
+        self.reader = transport.factory.instance(**self.store_config)
+        r = []
+        for row in _info :
+            pipeline = row['pipeline']
+            
+            index = 0
+            for item in pipeline:
+                if not item[DB_TYPE] :
+                    continue
+                query = {DB_TYPE:item[DB_TYPE]}
+                
+                df = pd.DataFrame(self.reader.read(**query)) #item)
+                df = df.fillna('N/A')
+                # item['data'] = df
+                chart = item['chart']
+                pipe = {"data":df,"chart":chart}
+                for key in list(item.keys()) :
+                    if key not in ["chart","data","mongo","sql","couch"] :
+                        pipe[key] = item[key]
+                
+                
+                
+
+                r.append(pipe)
+        self.reader.close()
+        return {"id":_info[0]['id'],'pipeline':r}
     
     def apply (self,**args) :
         """
             type: claims or remits
             filter  optional identifier claims, procedures, taxonomy, ...
         """
+        
+        
         _m = {'claim':'837','claims':'837','remits':'835','remit':'835'}
         # key = '837' if args['type'] == 'claims' else '835'
         table = _m[ args['type']]
-        analytics = self.info[table]
+        
+        _analytics = self.info[table]
         if 'index' in args :
             index = int(args['index'])
-            analytics = [analytics[index]]
+            _analytics = [_analytics[index]]
             
-        _info = list(analytics) if 'filter' not in args else [item for item in analytics if args['filter'] == item['id']]
+        _info = list(_analytics) if 'filter' not in args else [item for item in analytics if args['filter'] == item['id']]
         # conn = lite.connect(self.store_config['args']['path'],isolation_level=None)
         # conn.create_aggregate("stdev",1,stdev)
-        DB_TYPE = 'mongo' if (type(self.reader) == transport.mongo.MongoReader) else 'sql'
+        #
+        # @TODO: Find a better way to handle database variance
+        #
+        # DB_TYPE = 'mongo' if (type(self.reader) == transport.mongo.MongoReader) else 'sql'
+        
+        if 'mongo' in self.store_config['type'] :
+            DB_TYPE='mongo'
+        else:
+            DB_TYPE='sql'
+            self.store_config['args']['table'] = args['type']
+        
+        self.reader = transport.factory.instance(**self.store_config)
         r = []
         for row in _info :
-            
+            pipeline = row['pipeline']
-            for item in row['pipeline'] :
+            index = 0
+            for item in pipeline:
                 # item['data'] = pd.read_sql(item['sql'],conn)
-                query = {DB_TYPE:item[DB_TYPE]}
+                # query = {DB_TYPE:item[DB_TYPE]}
-                item['data'] = self.reader.read(**item)
+                query = item[DB_TYPE]
+                if not query :
+                    continue
+                if DB_TYPE == 'sql' :
+                    query = {"sql":query}
+                
+                item['data'] = self.reader.read(**query) #item)
                 if 'serialize' in args :
                     
-                    item['data'] = json.dumps(item['data'].to_dict(orient='record')) if type(item['data']) == pd.DataFrame else item['data']
+                    # item['data'] = json.dumps(item['data'].to_dict(orient='record')) if type(item['data']) == pd.DataFrame else item['data']
+                    item['data'] = json.dumps(item['data'].to_dict('record')) if type(item['data']) == pd.DataFrame else item['data']
                 else:
                     item['data'] = (pd.DataFrame(item['data']))
-                    
+                pipeline[index] = item
+                index += 1
+            #
+            #
+            row['pipeline']= pipeline
                     
                 # if 'info' in item:
                 #     item['info'] = item['info'].replace(":rows",str(item["data"].shape[0]))
         # conn.close()
-        
+        self.reader.close()
         return _info
 
     def _html(self,item) :

healthcareio/docker/Dockerfile

@@ -0,0 +1,37 @@
+#
+# Let us create an image for healthcareio
+#   The image will contain the {X12} Parser and the 
+# FROM ubuntu:bionic-20200403
+FROM ubuntu:focal
+RUN ["apt-get","update","--fix-missing"]
+RUN ["apt-get","upgrade","-y"]
+
+RUN ["apt-get","-y","install","apt-utils"]
+
+RUN ["apt-get","update","--fix-missing"]
+RUN ["apt-get","upgrade","-y"]
+RUN ["apt-get","install","-y","mongodb","sqlite3","sqlite3-pcre","libsqlite3-dev","python3-dev","python3","python3-pip","git","python3-virtualenv","wget"]
+#
+#
+RUN ["pip3","install","--upgrade","pip"]
+RUN ["pip3","install","numpy","pandas","git+https://dev.the-phi.com/git/steve/data-transport","botocore","matplotlib"]
+# RUN ["pip3","install","git+https://healthcare.the-phi.com/git/code/parser.git","botocore"]
+# RUN ["useradd", "-ms", "/bin/bash", "health-user"]
+# USER health-user
+#
+# This volume is where the data will be loaded from (otherwise it is assumed the user will have it in the container somehow)
+#
+VOLUME ["/data","/app/healthcareio"]
+WORKDIR /app
+ENV PYTHONPATH="/app"
+
+#
+# This is the port from which some degree of monitoring can/will happen
+EXPOSE 80
+EXPOSE 27017    
+# wget https://healthcareio.the-phi.com/git/code/parser.git/bootup.sh 
+COPY bootup.sh bootup.sh
+ENTRYPOINT ["bash","-C"]
+CMD ["bootup.sh"]
+# VOLUME ["/home/health-user/healthcare-io/","/home-healthuser/.healthcareio"]
+# RUN ["pip3","install","git+https://healthcareio.the-phi.com/git"]

healthcareio/docker/bootup.sh

@@ -0,0 +1,10 @@
+set -e
+/etc/init.d/mongodb start
+cd /app
+export
+export PYTHONPATH=$PWD
+ls
+# python3 healthcareio/healthcare-io.py --signup $EMAIL --store mongo 
+# python3 healthcareio/healthcare-io.py --analytics --port 80 --debug 
+
+bash

healthcareio/docs/claims-837-relational-structure.xmi

@@ -0,0 +1,314 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<XMI xmi.version="1.2" timestamp="2021-01-11T11:53:03" xmlns:UML="http://schema.omg.org/spec/UML/1.4" verified="false">
+ <XMI.header>
+  <XMI.documentation>
+   <XMI.exporter>umbrello uml modeller http://umbrello.kde.org</XMI.exporter>
+   <XMI.exporterVersion>1.6.17</XMI.exporterVersion>
+   <XMI.exporterEncoding>UnicodeUTF8</XMI.exporterEncoding>
+  </XMI.documentation>
+  <XMI.metamodel xmi.version="1.4" xmi.name="UML" href="UML.xml"/>
+ </XMI.header>
+ <XMI.content>
+  <UML:Model isAbstract="false" isRoot="false" name="UML Model" isLeaf="false" isSpecification="false" xmi.id="m1">
+   <UML:Namespace.ownedElement>
+    <UML:Stereotype isAbstract="false" isRoot="false" name="folder" isLeaf="false" visibility="public" isSpecification="false" xmi.id="folder" namespace="m1"/>
+    <UML:Model isAbstract="false" isRoot="false" name="Logical View" isLeaf="false" visibility="public" isSpecification="false" xmi.id="Logical_View" namespace="m1">
+     <UML:Namespace.ownedElement>
+      <UML:Package isAbstract="false" isRoot="false" name="Datatypes" isLeaf="false" visibility="public" stereotype="folder" isSpecification="false" xmi.id="Datatypes" namespace="Logical_View">
+       <UML:Namespace.ownedElement>
+        <UML:DataType isAbstract="false" isRoot="false" name="char" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uabvhj07enGME" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="int" isLeaf="false" visibility="public" isSpecification="false" xmi.id="u4OxDbpjlH3pe" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="float" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uDJRPxwaZX3V7" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="double" isLeaf="false" visibility="public" isSpecification="false" xmi.id="usBQivEzmQ1BW" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="bool" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uwRCbX5F7jgLF" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="string" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uzDhYR9iUxXR6" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="unsigned char" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uFh4LzRYE3f5n" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="signed char" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uWGlDG1tsuigz" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="unsigned int" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uCRFY3OMvmsTh" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="signed int" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uzkXa9SjrJK3C" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="short int" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uHr88gSJngOwQ" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="unsigned short int" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uMFI3J7IsMqdx" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="signed short int" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uHnTLssRNvwe9" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="long int" isLeaf="false" visibility="public" isSpecification="false" xmi.id="udr0tadLTTAWz" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="signed long int" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uGiRQT4nooVd3" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="unsigned long int" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uXN2ZkDRs26FV" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="long double" isLeaf="false" visibility="public" isSpecification="false" xmi.id="ueN3MSvcxioDm" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="wchar_t" isLeaf="false" visibility="public" isSpecification="false" xmi.id="u3oTW1v02tom1" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="bigint" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uhsHrB8csHO10" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="bigserial" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uivybGgIE3bD0" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="bit" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uWWi8ci3eh65i" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="bit varying" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uqpjG9tkWEa7X" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="boolean" isLeaf="false" visibility="public" isSpecification="false" xmi.id="u5TSvGJ0WXtUp" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="box" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uGDbLeVMULJkk" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="bytea" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uLGmbFVmIZR5K" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="character varying" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uSnvPt02S7tvb" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="character" isLeaf="false" visibility="public" isSpecification="false" xmi.id="ukmjXUC40LtU7" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="cidr" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uz3Al8mzoS0I3" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="circle" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uyHfbIHPXILpB" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="date" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uL5DOPBGjUyyC" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="decimal" isLeaf="false" visibility="public" isSpecification="false" xmi.id="u6MI7pVV7hXsf" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="double precision" isLeaf="false" visibility="public" isSpecification="false" xmi.id="ujgGh0hthNOjx" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="inet" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uKX78NObRE1fe" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="integer" isLeaf="false" visibility="public" isSpecification="false" xmi.id="ulzNk0Rb91myv" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="interval" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uI220TA6Z0j6n" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="line" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uDrG5vcusdKBM" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="lseg" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uCgYfO6iac2jN" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="macaddr" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uxSn0sOl0rdv1" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="money" isLeaf="false" visibility="public" isSpecification="false" xmi.id="unOpNjlDqyBUV" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="numeric" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uOGQO1PzHG9jT" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="path" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uIYX1EziKvxte" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="point" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uB5Z9Av67TQfu" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="polygon" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uclB4l6uHrYXp" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="real" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uvDJ2b98uJr2k" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="serial" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uoRs9Jh7Jejo2" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="smallint" isLeaf="false" visibility="public" isSpecification="false" xmi.id="u0Uu6RLk1nAgq" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="time without time zone" isLeaf="false" visibility="public" isSpecification="false" xmi.id="u85nOph4JKwlg" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="time with time zone" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uL9aNTx5gdrZz" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="timestamp without time zone" isLeaf="false" visibility="public" isSpecification="false" xmi.id="u4qKd0QA9rWNf" namespace="Datatypes"/>
+        <UML:DataType isAbstract="false" isRoot="false" name="timestamp with time zone" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uOTQbnbs1N3TF" namespace="Datatypes"/>
+       </UML:Namespace.ownedElement>
+      </UML:Package>
+     </UML:Namespace.ownedElement>
+     <XMI.extension xmi.extender="umbrello">
+      <diagrams resolution="96">
+       <diagram xmi.id="u8KOkLitCdEg4" showattsig="1" localid="-1" snapcsgrid="0" documentation="" name="class diagram" snapgrid="0" showattribassocs="1" isopen="1" linecolor="#ff0000" linewidth="0" showopsig="1" snapy="25" usefillcolor="1" type="1" canvasheight="0" showatts="1" griddotcolor="#d3d3d3" snapx="25" zoom="100" fillcolor="#ffff00" showstereotype="1" font="Sans Serif,9,-1,5,50,0,0,0,0,0" textcolor="#000000" showops="1" showpubliconly="0" showscope="1" canvaswidth="0" backgroundcolor="#ffffff" showpackage="1" showgrid="0">
+        <widgets/>
+        <messages/>
+        <associations/>
+       </diagram>
+      </diagrams>
+     </XMI.extension>
+    </UML:Model>
+    <UML:Model isAbstract="false" isRoot="false" name="Use Case View" isLeaf="false" visibility="public" isSpecification="false" xmi.id="Use_Case_View" namespace="m1">
+     <UML:Namespace.ownedElement/>
+    </UML:Model>
+    <UML:Model isAbstract="false" isRoot="false" name="Component View" isLeaf="false" visibility="public" isSpecification="false" xmi.id="Component_View" namespace="m1">
+     <UML:Namespace.ownedElement/>
+    </UML:Model>
+    <UML:Model isAbstract="false" isRoot="false" name="Deployment View" isLeaf="false" visibility="public" isSpecification="false" xmi.id="Deployment_View" namespace="m1">
+     <UML:Namespace.ownedElement/>
+    </UML:Model>
+    <UML:Model isAbstract="false" isRoot="false" name="Entity Relationship Model" isLeaf="false" visibility="public" isSpecification="false" xmi.id="Entity_Relationship_Model" namespace="m1">
+     <UML:Namespace.ownedElement>
+      <UML:Entity isAbstract="false" isRoot="false" name="adjustments" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uIt8r5rl1o40g" namespace="Entity_Relationship_Model">
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="claim_id" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uSYVzSUI013SA" namespace="uIt8r5rl1o40g" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="amount" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uTpfrtFZpRhat" namespace="uIt8r5rl1o40g" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="reason" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="ukqfwxa6LykJ0" namespace="uIt8r5rl1o40g" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="quantity" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="u588PxOwyWVln" namespace="uIt8r5rl1o40g" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="_index" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uFD7jRw8vwz8o" namespace="uIt8r5rl1o40g" type="uSnvPt02S7tvb"/>
+      </UML:Entity>
+      <UML:Entity isAbstract="false" isRoot="false" name="claims" isLeaf="false" visibility="public" isSpecification="false" xmi.id="u0o6nLeO0fEm7" namespace="Entity_Relationship_Model">
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="claim_id" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uYDfK8VkY0Uex" namespace="u0o6nLeO0fEm7" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="claim_amount" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="un3xoNxajJ2xm" namespace="u0o6nLeO0fEm7" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="place_of_service" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uwUPYbIyt5p6d" namespace="u0o6nLeO0fEm7" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="is_delayed" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="u74xYiT4G5wyL" namespace="u0o6nLeO0fEm7" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="patient_dob" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="ulgSeuvbWb2IS" namespace="u0o6nLeO0fEm7" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="patient_gender" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="ue7HQl68mupvi" namespace="u0o6nLeO0fEm7" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="provider_code" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="u7ACwVQiy9E9Z" namespace="u0o6nLeO0fEm7" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="provider_ref_id_code" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uiZCcx2if32Rz" namespace="u0o6nLeO0fEm7" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="provider_ref_id" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="u6YddgnfmpAlc" namespace="u0o6nLeO0fEm7" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="receiver_id" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uogvUuoceENSP" namespace="u0o6nLeO0fEm7" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="claim_type" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="udh4izR25tLXk" namespace="u0o6nLeO0fEm7" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="submitted_date" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uNawwAMUkVRCI" namespace="u0o6nLeO0fEm7" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="submitted_time" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uRjR66XIKc4Cj" namespace="u0o6nLeO0fEm7" type="uSnvPt02S7tvb"/>
+      </UML:Entity>
+      <UML:Entity isAbstract="false" isRoot="false" name="dates" isLeaf="false" visibility="public" isSpecification="false" xmi.id="u9jx6NrYMk8ba" namespace="Entity_Relationship_Model">
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="claim_id" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uOFiCH5hs2CqD" namespace="u9jx6NrYMk8ba" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="date_value" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uWlHRTJczp2hP" namespace="u9jx6NrYMk8ba" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="date_type" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uJ3UETdwbO2Ig" namespace="u9jx6NrYMk8ba" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="_index" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uDgHTOeq61MN6" namespace="u9jx6NrYMk8ba" type="uSnvPt02S7tvb"/>
+      </UML:Entity>
+      <UML:Entity isAbstract="false" isRoot="false" name="diagnosis" isLeaf="false" visibility="public" isSpecification="false" xmi.id="u8PmJ0kOURyJH" namespace="Entity_Relationship_Model">
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="claim_id" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uO3lWqTMmrG6a" namespace="u8PmJ0kOURyJH" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="code" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uFe9gE8wNmF3K" namespace="u8PmJ0kOURyJH" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="type" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uyHg48x5zNXfx" namespace="u8PmJ0kOURyJH" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="_index" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uxk7Kdk2zHUiA" namespace="u8PmJ0kOURyJH" type="uSnvPt02S7tvb"/>
+      </UML:Entity>
+      <UML:Entity isAbstract="false" isRoot="false" name="insurance" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uryWFOwX9Hwnx" namespace="Entity_Relationship_Model">
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="claim_id" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uRBVaj3Qzg9x6" namespace="uryWFOwX9Hwnx" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="vendor" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="ud6f1Wq2fcILc" namespace="uryWFOwX9Hwnx" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="type" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uoMTq1S9lomkk" namespace="uryWFOwX9Hwnx" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="_index" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uhptNu9fqya8L" namespace="uryWFOwX9Hwnx" type="uSnvPt02S7tvb"/>
+      </UML:Entity>
+      <UML:Entity isAbstract="false" isRoot="false" name="payer_payment" isLeaf="false" visibility="public" isSpecification="false" xmi.id="urfdKBRGTHsvD" namespace="Entity_Relationship_Model">
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="claim_id" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uQoUZNnAPQtkc" namespace="urfdKBRGTHsvD" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="payer_id" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uDCgrCiBo3ofU" namespace="urfdKBRGTHsvD" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="amount_paid" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uqE70vCYpR39d" namespace="urfdKBRGTHsvD" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="type" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="utcVCqg6Ujm0K" namespace="urfdKBRGTHsvD" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="code" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uchV31XAlL5zV" namespace="urfdKBRGTHsvD" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="_index" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="u9JcqdgWdfAr7" namespace="urfdKBRGTHsvD" type="uSnvPt02S7tvb"/>
+      </UML:Entity>
+      <UML:Entity isAbstract="false" isRoot="false" name="payments" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uqcoZhRnX5ofD" namespace="Entity_Relationship_Model">
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="claim_id" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="umeVf4SSnodg6" namespace="uqcoZhRnX5ofD" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="amount" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="u7QSbdxKaVCfZ" namespace="uqcoZhRnX5ofD" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="qualifier" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="ubC1rdi8Tsfqz" namespace="uqcoZhRnX5ofD" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="_index" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uC6IVjw3XYT2f" namespace="uqcoZhRnX5ofD" type="uSnvPt02S7tvb"/>
+      </UML:Entity>
+      <UML:Entity isAbstract="false" isRoot="false" name="procedures" isLeaf="false" visibility="public" isSpecification="false" xmi.id="uzBUSd4zzXvR9" namespace="Entity_Relationship_Model">
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="claim_id" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="um1KvytxUVkEL" namespace="uzBUSd4zzXvR9" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="code" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uqr4qRy9YDMZv" namespace="uzBUSd4zzXvR9" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="service_id" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uCkrP7xWJJ8UD" namespace="uzBUSd4zzXvR9" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="quantity" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uPcRikSKl2zqO" namespace="uzBUSd4zzXvR9" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="unit" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="u0hNz09sDwFYQ" namespace="uzBUSd4zzXvR9" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="amount" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="ux0JFk7sWlVm4" namespace="uzBUSd4zzXvR9" type="uSnvPt02S7tvb"/>
+       <UML:EntityAttribute isAbstract="false" dbindex_type="1100" isRoot="false" auto_increment="0" name="_index" isLeaf="false" values="125" attributes="" visibility="public" initialValue="" isSpecification="false" allow_null="1" xmi.id="uRoHyMxDDc7FO" namespace="uzBUSd4zzXvR9" type="uSnvPt02S7tvb"/>
+      </UML:Entity>
+     </UML:Namespace.ownedElement>
+     <XMI.extension xmi.extender="umbrello">
+      <diagrams resolution="96">
+       <diagram xmi.id="u1KHlJny82WhH" showattsig="1" localid="-1" snapcsgrid="0" documentation="" name="claims-sql" snapgrid="1" showattribassocs="1" isopen="1" linecolor="#000000" linewidth="0" showopsig="1" snapy="25" usefillcolor="0" type="9" canvasheight="427" showatts="1" griddotcolor="#d3d3d3" snapx="25" zoom="100" fillcolor="#ffff00" showstereotype="1" font="Sans Serif,9,-1,5,50,0,0,0,0,0" textcolor="#000000" showops="1" showpubliconly="0" showscope="1" canvaswidth="1126" backgroundcolor="#ffffff" showpackage="1" showgrid="0">
+        <widgets>
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+ </XMI.extensions>
+</XMI>

healthcareio/docs/remits-835-relational-structure.xmi

@@ -0,0 +1,331 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<XMI verified="false" timestamp="2021-01-11T15:50:46" xmlns:UML="http://schema.omg.org/spec/UML/1.4" xmi.version="1.2">
+ <XMI.header>
+  <XMI.documentation>
+   <XMI.exporter>umbrello uml modeller http://umbrello.kde.org</XMI.exporter>
+   <XMI.exporterVersion>1.6.17</XMI.exporterVersion>
+   <XMI.exporterEncoding>UnicodeUTF8</XMI.exporterEncoding>
+  </XMI.documentation>
+  <XMI.metamodel xmi.name="UML" xmi.version="1.4" href="UML.xml"/>
+ </XMI.header>
+ <XMI.content>
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+        <associations/>
+       </diagram>
+      </diagrams>
+     </XMI.extension>
+    </UML:Model>
+    <UML:Model xmi.id="Use_Case_View" isLeaf="false" isAbstract="false" visibility="public" name="Use Case View" isSpecification="false" namespace="m1" isRoot="false">
+     <UML:Namespace.ownedElement/>
+    </UML:Model>
+    <UML:Model xmi.id="Component_View" isLeaf="false" isAbstract="false" visibility="public" name="Component View" isSpecification="false" namespace="m1" isRoot="false">
+     <UML:Namespace.ownedElement/>
+    </UML:Model>
+    <UML:Model xmi.id="Deployment_View" isLeaf="false" isAbstract="false" visibility="public" name="Deployment View" isSpecification="false" namespace="m1" isRoot="false">
+     <UML:Namespace.ownedElement/>
+    </UML:Model>
+    <UML:Model xmi.id="Entity_Relationship_Model" isLeaf="false" isAbstract="false" visibility="public" name="Entity Relationship Model" isSpecification="false" namespace="m1" isRoot="false">
+     <UML:Namespace.ownedElement>
+      <UML:Entity xmi.id="unciQy8XxFf2T" isLeaf="false" isAbstract="false" visibility="public" name="adjudicated" isSpecification="false" namespace="Entity_Relationship_Model" isRoot="false">
+       <UML:EntityAttribute xmi.id="uMy5ahFmN0KRD" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="claim_id" isSpecification="false" namespace="unciQy8XxFf2T" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="ubJdB6RGlsKyI" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="adjudicated_procedure_cd" isSpecification="false" namespace="unciQy8XxFf2T" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uW0mYtdR4tpSX" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="adjudicated_procedure_cd_qual" isSpecification="false" namespace="unciQy8XxFf2T" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="ujq5GJmFPNCgS" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="adjudicated_proc_modifier_1" isSpecification="false" namespace="unciQy8XxFf2T" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uXwwLwuES808h" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="adjudicated_proc_modifier_2" isSpecification="false" namespace="unciQy8XxFf2T" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uvpv92xuc6vb5" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="adjudicated_proc_modifier_3" isSpecification="false" namespace="unciQy8XxFf2T" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="ugpN8ZjPYZz0b" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="adjudicated_proc_modifier_4" isSpecification="false" namespace="unciQy8XxFf2T" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="u0cbN6lqPZFq5" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="_index" isSpecification="false" namespace="unciQy8XxFf2T" values="125" isRoot="false"/>
+      </UML:Entity>
+      <UML:Entity xmi.id="u7JoY1YgBbZBw" isLeaf="false" isAbstract="false" visibility="public" name="adjustments" isSpecification="false" namespace="Entity_Relationship_Model" isRoot="false">
+       <UML:EntityAttribute xmi.id="uJWMJDJW7OPHZ" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="claim_id" isSpecification="false" namespace="u7JoY1YgBbZBw" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="ut2LR9qmsrOKs" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="amount" isSpecification="false" namespace="u7JoY1YgBbZBw" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uPRzkRJCCJabo" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="reason" isSpecification="false" namespace="u7JoY1YgBbZBw" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uCGGZqIN2sQH3" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="quantity" isSpecification="false" namespace="u7JoY1YgBbZBw" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="utB3YD4uBHDFe" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="group_code" isSpecification="false" namespace="u7JoY1YgBbZBw" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uJB8h1NGbex2g" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="reason_code" isSpecification="false" namespace="u7JoY1YgBbZBw" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uSWWvOUaew5HP" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="adustment_amount" isSpecification="false" namespace="u7JoY1YgBbZBw" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uF4C162xw4VxT" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="adjustment_quantity" isSpecification="false" namespace="u7JoY1YgBbZBw" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uized1QFwg0ct" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="_index" isSpecification="false" namespace="u7JoY1YgBbZBw" values="125" isRoot="false"/>
+      </UML:Entity>
+      <UML:Entity xmi.id="uYFy5I3jZovwB" isLeaf="false" isAbstract="false" visibility="public" name="dates" isSpecification="false" namespace="Entity_Relationship_Model" isRoot="false">
+       <UML:EntityAttribute xmi.id="u19O44eIBLpSx" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="claim_id" isSpecification="false" namespace="uYFy5I3jZovwB" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="u24TxypfX1ehF" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="type" isSpecification="false" namespace="uYFy5I3jZovwB" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="u1rGJT5BzOnTc" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="date" isSpecification="false" namespace="uYFy5I3jZovwB" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uh1XMXOFqqkLH" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="claim_received_by_payer_date" isSpecification="false" namespace="uYFy5I3jZovwB" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="udhZrX8aJ7mx2" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="_index" isSpecification="false" namespace="uYFy5I3jZovwB" values="125" isRoot="false"/>
+      </UML:Entity>
+      <UML:Entity xmi.id="uQLb3AjtJtg1u" isLeaf="false" isAbstract="false" visibility="public" name="procedures" isSpecification="false" namespace="Entity_Relationship_Model" isRoot="false">
+       <UML:EntityAttribute xmi.id="uAjDOjucMMjVA" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="claim_id" isSpecification="false" namespace="uQLb3AjtJtg1u" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uvwYZ2ZXVtktZ" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="code" isSpecification="false" namespace="uQLb3AjtJtg1u" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uK1hOh0gYH7UR" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="amount" isSpecification="false" namespace="uQLb3AjtJtg1u" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uzXoWRaQEBR4N" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="line_charge_amount" isSpecification="false" namespace="uQLb3AjtJtg1u" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uTu2N31LFQjZs" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="submitted_units_of_service" isSpecification="false" namespace="uQLb3AjtJtg1u" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uX3uZJhBt3XbF" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="revenue_code" isSpecification="false" namespace="uQLb3AjtJtg1u" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="u1iY5DjVfwxct" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="paid_units_of_service" isSpecification="false" namespace="uQLb3AjtJtg1u" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="udHyId5EQgnxd" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="line_paid_amount" isSpecification="false" namespace="uQLb3AjtJtg1u" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="ucBf8PfYusdLF" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="_index" isSpecification="false" namespace="uQLb3AjtJtg1u" values="125" isRoot="false"/>
+      </UML:Entity>
+      <UML:Entity xmi.id="uxCXzVM24yYaX" isLeaf="false" isAbstract="false" visibility="public" name="provider" isSpecification="false" namespace="Entity_Relationship_Model" isRoot="false">
+       <UML:EntityAttribute xmi.id="ucbfGJzClrgx7" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="claim_id" isSpecification="false" namespace="uxCXzVM24yYaX" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="ui5GIXpde552t" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="provider_id" isSpecification="false" namespace="uxCXzVM24yYaX" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uqpcLcCfQxPc1" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="adjustment_fiscal_year" isSpecification="false" namespace="uxCXzVM24yYaX" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="u8EKwCD4KJD35" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="adjustment_amount" isSpecification="false" namespace="uxCXzVM24yYaX" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="ugSzBbS45Appb" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="_index" isSpecification="false" namespace="uxCXzVM24yYaX" values="125" isRoot="false"/>
+      </UML:Entity>
+      <UML:Entity xmi.id="uFhe3BvJ5GFMv" isLeaf="false" isAbstract="false" visibility="public" name="remits" isSpecification="false" namespace="Entity_Relationship_Model" isRoot="false">
+       <UML:EntityAttribute xmi.id="uaPrhdtHj174f" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="claim_id" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="umBq8tNVoHLwQ" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="charge_amount" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="u2TjnY4FpRX7E" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="payment_amount" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uO0RFshYIUxyV" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="patient_amount" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="u26a7mGlibP31" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="patient_status" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uqT7KYiudzE2a" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="status" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="utDLqzoqgcm98" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="total_paid_amt" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="u4760sev0qJdC" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="total_claim_charge_amount" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uYOWi0TRwwQ9C" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="patient_responsibility_amount" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uTmKxBb1U6HHd" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="drug_code" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="u8b87l43udLdm" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="type_of_bill" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="ussv42OpwEC3o" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="claim_control_number" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uutC8Ww5MIEDw" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="type_of_coverage" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uVwZLtkVRxhLS" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="place_of_service" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uMxluIdcl530X" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="claim_status" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="u35C8cp4M74EZ" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="transaction_type" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uGKSxco6bkhJK" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="transaction_amount" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uFR0HPZWCHTOd" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="transaction_method" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uRKSgcFBa5IZo" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="date_paid" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uTI9AfIOT6Vgi" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="billing_pr_adr_line_1" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uh7Mo4vNDxjEP" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="billing_pr_adr_line_2" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uIOoyY9AcSXqj" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="billing_pr_adr_zip" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uM8YUylmQOOZz" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="billing_pr_adr_state" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="ueFTa93wS5vpr" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="billing_pr_adr_city" isSpecification="false" namespace="uFhe3BvJ5GFMv" values="125" isRoot="false"/>
+      </UML:Entity>
+      <UML:Entity xmi.id="uDyfldNoIv0VN" isLeaf="false" isAbstract="false" visibility="public" name="submitted_procedures" isSpecification="false" namespace="Entity_Relationship_Model" isRoot="false">
+       <UML:EntityAttribute xmi.id="uHlzHdGAzTLje" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="claim_id" isSpecification="false" namespace="uDyfldNoIv0VN" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uTdAUNse734xO" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="submitted_procedure_cd" isSpecification="false" namespace="uDyfldNoIv0VN" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="usy1XBeLxeUGA" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="submitted_procedure_cd_qual" isSpecification="false" namespace="uDyfldNoIv0VN" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uXzmRTjxt5urK" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="submitted_proc_modifier_1" isSpecification="false" namespace="uDyfldNoIv0VN" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uZaNNwlpF8G8D" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="submitted_proc_modifier_2" isSpecification="false" namespace="uDyfldNoIv0VN" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uTVrpMWQGZv9k" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="submitted_proc_modifier_3" isSpecification="false" namespace="uDyfldNoIv0VN" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uDVH1N8QTr4Hh" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="submitted_proc_modifier_4" isSpecification="false" namespace="uDyfldNoIv0VN" values="125" isRoot="false"/>
+       <UML:EntityAttribute xmi.id="uiSnbXbl5xZgj" allow_null="1" dbindex_type="1100" isLeaf="false" isAbstract="false" visibility="public" initialValue="" attributes="" type="uy27kWMqeaG0m" auto_increment="0" name="_index" isSpecification="false" namespace="uDyfldNoIv0VN" values="125" isRoot="false"/>
+      </UML:Entity>
+     </UML:Namespace.ownedElement>
+     <XMI.extension xmi.extender="umbrello">
+      <diagrams resolution="96">
+       <diagram documentation="" showstereotype="1" textcolor="#000000" showattribassocs="1" name="remits" snapy="25" zoom="100" showops="1" showopsig="1" fillcolor="#ffff00" showpackage="1" canvaswidth="1599" isopen="1" backgroundcolor="#ffffff" showpubliconly="0" snapgrid="1" snapx="25" xmi.id="uKioLvROZP9sj" showatts="1" type="9" griddotcolor="#d3d3d3" showattsig="1" font="Sans Serif,9,-1,5,50,0,0,0,0,0" showgrid="0" showscope="1" linecolor="#000000" snapcsgrid="0" linewidth="0" usefillcolor="0" localid="-1" canvasheight="556">
+        <widgets>
+         <entitywidget width="374" showstereotype="1" textcolor="#000000" showattsigs="1" autoresize="1" usesdiagramusefillcolor="0" height="131" fillcolor="#ffff00" x="-400" xmi.id="unciQy8XxFf2T" isinstance="0" y="-325" font="Sans Serif,9,-1,5,50,0,0,0,0,0" usesdiagramfillcolor="0" linecolor="#000000" linewidth="0" localid="u9BawkrPSkiAR" usefillcolor="0"/>
+         <entitywidget width="373" showstereotype="1" textcolor="#000000" showattsigs="1" autoresize="0" usesdiagramusefillcolor="0" height="145" fillcolor="#ffff00" x="-400" xmi.id="u7JoY1YgBbZBw" isinstance="0" y="-150" font="Sans Serif,9,-1,5,50,0,0,0,0,0" usesdiagramfillcolor="0" linecolor="#000000" linewidth="0" localid="u4iVjIspsosQL" usefillcolor="0"/>
+         <entitywidget width="374" showstereotype="1" textcolor="#000000" showattsigs="1" autoresize="0" usesdiagramusefillcolor="0" height="90" fillcolor="#ffff00" x="-400" xmi.id="uYFy5I3jZovwB" isinstance="0" y="25" font="Sans Serif,9,-1,5,50,0,0,0,0,0" usesdiagramfillcolor="0" linecolor="#000000" linewidth="0" localid="u2C9V7ZineWlR" usefillcolor="0"/>
+         <entitywidget width="362" showstereotype="1" textcolor="#000000" showattsigs="1" autoresize="0" usesdiagramusefillcolor="0" height="147" fillcolor="#ffff00" x="-1250" xmi.id="uQLb3AjtJtg1u" isinstance="0" y="-325" font="Sans Serif,9,-1,5,50,0,0,0,0,0" usesdiagramfillcolor="0" linecolor="#000000" linewidth="0" localid="urgFkiZg2gtuo" usefillcolor="0"/>
+         <entitywidget width="364" showstereotype="1" textcolor="#000000" showattsigs="0" autoresize="0" usesdiagramusefillcolor="0" height="124" fillcolor="#ffff00" x="-1250" xmi.id="uxCXzVM24yYaX" isinstance="0" y="-150" font="Sans Serif,9,-1,5,50,0,0,0,0,0" usesdiagramfillcolor="0" linecolor="#000000" linewidth="0" localid="uCObA80MWNOaQ" usefillcolor="0"/>
+         <entitywidget width="373" showstereotype="1" textcolor="#000000" showattsigs="1" autoresize="0" usesdiagramusefillcolor="0" height="452" fillcolor="#ffff00" x="-825" xmi.id="uFhe3BvJ5GFMv" isinstance="0" y="-325" font="Sans Serif,9,-1,5,50,0,0,0,0,0" usesdiagramfillcolor="0" linecolor="#000000" linewidth="0" localid="ujz1Vg5ZL42FJ" usefillcolor="0"/>
+         <entitywidget width="362" showstereotype="1" textcolor="#000000" showattsigs="0" autoresize="0" usesdiagramusefillcolor="0" height="131" fillcolor="#ffff00" x="-1250" xmi.id="uDyfldNoIv0VN" isinstance="0" y="0" font="Sans Serif,9,-1,5,50,0,0,0,0,0" usesdiagramfillcolor="0" linecolor="#000000" linewidth="0" localid="umfGrEfhw5trO" usefillcolor="0"/>
+         <floatingtext width="257" showstereotype="1" textcolor="#000000" pretext="" autoresize="1" usesdiagramusefillcolor="0" height="35" fillcolor="#ffff00" x="-1625" xmi.id="uojLF0iPnR6e2" isinstance="0" y="-425" text="835 REMITTANCES" font="Sans Serif,20,-1,5,50,0,0,0,0,0" usesdiagramfillcolor="0" linecolor="#000000" role="700" linewidth="0" localid="uSSnE3AdKsGoB" usefillcolor="0" posttext=""/>
+        </widgets>
+        <messages/>
+        <associations/>
+       </diagram>
+      </diagrams>
+     </XMI.extension>
+    </UML:Model>
+   </UML:Namespace.ownedElement>
+  </UML:Model>
+ </XMI.content>
+ <XMI.extensions xmi.extender="umbrello">
+  <docsettings viewid="uKioLvROZP9sj" documentation="" uniqueid="ueCKqCZwQu4Lk"/>
+  <listview>
+   <listitem type="800" id="Views" open="1">
+    <listitem type="821" id="Component_View" open="1"/>
+    <listitem type="827" id="Deployment_View" open="1"/>
+    <listitem type="836" id="Entity_Relationship_Model" open="1">
+     <listitem type="832" id="unciQy8XxFf2T" open="0">
+      <listitem type="833" id="u0cbN6lqPZFq5" open="0"/>
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+      <listitem type="833" id="uW0mYtdR4tpSX" open="0"/>
+      <listitem type="833" id="uMy5ahFmN0KRD" open="0"/>
+     </listitem>
+     <listitem type="832" id="u7JoY1YgBbZBw" open="0">
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+      <listitem type="833" id="uJWMJDJW7OPHZ" open="0"/>
+      <listitem type="833" id="utB3YD4uBHDFe" open="0"/>
+      <listitem type="833" id="uCGGZqIN2sQH3" open="0"/>
+      <listitem type="833" id="uPRzkRJCCJabo" open="0"/>
+      <listitem type="833" id="uJB8h1NGbex2g" open="0"/>
+     </listitem>
+     <listitem type="832" id="uYFy5I3jZovwB" open="0">
+      <listitem type="833" id="udhZrX8aJ7mx2" open="0"/>
+      <listitem type="833" id="u19O44eIBLpSx" open="0"/>
+      <listitem type="833" id="uh1XMXOFqqkLH" open="0"/>
+      <listitem type="833" id="u1rGJT5BzOnTc" open="0"/>
+      <listitem type="833" id="u24TxypfX1ehF" open="0"/>
+     </listitem>
+     <listitem type="832" id="uQLb3AjtJtg1u" open="0">
+      <listitem type="833" id="ucBf8PfYusdLF" open="0"/>
+      <listitem type="833" id="uK1hOh0gYH7UR" open="0"/>
+      <listitem type="833" id="uAjDOjucMMjVA" open="0"/>
+      <listitem type="833" id="uvwYZ2ZXVtktZ" open="0"/>
+      <listitem type="833" id="uzXoWRaQEBR4N" open="0"/>
+      <listitem type="833" id="udHyId5EQgnxd" open="0"/>
+      <listitem type="833" id="u1iY5DjVfwxct" open="0"/>
+      <listitem type="833" id="uX3uZJhBt3XbF" open="0"/>
+      <listitem type="833" id="uTu2N31LFQjZs" open="0"/>
+     </listitem>
+     <listitem type="832" id="uxCXzVM24yYaX" open="0">
+      <listitem type="833" id="ugSzBbS45Appb" open="0"/>
+      <listitem type="833" id="u8EKwCD4KJD35" open="0"/>
+      <listitem type="833" id="uqpcLcCfQxPc1" open="0"/>
+      <listitem type="833" id="ucbfGJzClrgx7" open="0"/>
+      <listitem type="833" id="ui5GIXpde552t" open="0"/>
+     </listitem>
+     <listitem type="832" id="uFhe3BvJ5GFMv" open="0">
+      <listitem type="833" id="ueFTa93wS5vpr" open="0"/>
+      <listitem type="833" id="uTI9AfIOT6Vgi" open="0"/>
+      <listitem type="833" id="uh7Mo4vNDxjEP" open="0"/>
+      <listitem type="833" id="uM8YUylmQOOZz" open="0"/>
+      <listitem type="833" id="uIOoyY9AcSXqj" open="0"/>
+      <listitem type="833" id="umBq8tNVoHLwQ" open="0"/>
+      <listitem type="833" id="ussv42OpwEC3o" open="0"/>
+      <listitem type="833" id="uaPrhdtHj174f" open="0"/>
+      <listitem type="833" id="uMxluIdcl530X" open="0"/>
+      <listitem type="833" id="uRKSgcFBa5IZo" open="0"/>
+      <listitem type="833" id="uTmKxBb1U6HHd" open="0"/>
+      <listitem type="833" id="uO0RFshYIUxyV" open="0"/>
+      <listitem type="833" id="uYOWi0TRwwQ9C" open="0"/>
+      <listitem type="833" id="u26a7mGlibP31" open="0"/>
+      <listitem type="833" id="u2TjnY4FpRX7E" open="0"/>
+      <listitem type="833" id="uVwZLtkVRxhLS" open="0"/>
+      <listitem type="833" id="uqT7KYiudzE2a" open="0"/>
+      <listitem type="833" id="u4760sev0qJdC" open="0"/>
+      <listitem type="833" id="utDLqzoqgcm98" open="0"/>
+      <listitem type="833" id="uGKSxco6bkhJK" open="0"/>
+      <listitem type="833" id="uFR0HPZWCHTOd" open="0"/>
+      <listitem type="833" id="u35C8cp4M74EZ" open="0"/>
+      <listitem type="833" id="u8b87l43udLdm" open="0"/>
+      <listitem type="833" id="uutC8Ww5MIEDw" open="0"/>
+     </listitem>
+     <listitem label="remits" type="834" id="uKioLvROZP9sj" open="0"/>
+     <listitem type="832" id="uDyfldNoIv0VN" open="0">
+      <listitem type="833" id="uiSnbXbl5xZgj" open="0"/>
+      <listitem type="833" id="uHlzHdGAzTLje" open="0"/>
+      <listitem type="833" id="uXzmRTjxt5urK" open="0"/>
+      <listitem type="833" id="uZaNNwlpF8G8D" open="0"/>
+      <listitem type="833" id="uTVrpMWQGZv9k" open="0"/>
+      <listitem type="833" id="uDVH1N8QTr4Hh" open="0"/>
+      <listitem type="833" id="uTdAUNse734xO" open="0"/>
+      <listitem type="833" id="usy1XBeLxeUGA" open="0"/>
+     </listitem>
+    </listitem>
+    <listitem type="801" id="Logical_View" open="1">
+     <listitem label="class diagram" type="807" id="ucgtgQRSMYlOp" open="0"/>
+     <listitem type="830" id="Datatypes" open="0">
+      <listitem type="829" id="udJEUGSmFsMc7" open="1"/>
+      <listitem type="829" id="uKoxqBVMuFAFv" open="1"/>
+      <listitem type="829" id="usYHH6veFLtOr" open="0"/>
+      <listitem type="829" id="u4xIFQFMKzJrw" open="0"/>
+      <listitem type="829" id="uy27kWMqeaG0m" open="0"/>
+      <listitem type="829" id="u0C5GYVgNAN71" open="1"/>
+      <listitem type="829" id="u9FKE3RWhiqcG" open="1"/>
+      <listitem type="829" id="uhDxBNpwOBqQw" open="1"/>
+      <listitem type="829" id="u2wysBNkFNdqp" open="0"/>
+      <listitem type="829" id="uHqbfHWPho1Ur" open="1"/>
+      <listitem type="829" id="u2CL1gZXtSnOS" open="0"/>
+      <listitem type="829" id="uUrqcj6xGhwaC" open="0"/>
+      <listitem type="829" id="uuismMojqbmsx" open="0"/>
+      <listitem type="829" id="uO1NrEETU4UC8" open="0"/>
+      <listitem type="829" id="uya6iY5Q7DGeZ" open="1"/>
+      <listitem type="829" id="uaeIOuN6e4FU1" open="1"/>
+      <listitem type="829" id="u8zuwCW44JB95" open="1"/>
+      <listitem type="829" id="uGdQJaRR6gTOr" open="1"/>
+      <listitem type="829" id="uYevwcNN1qRSX" open="1"/>
+      <listitem type="829" id="uApLJztW3N1vU" open="1"/>
+      <listitem type="829" id="uHcFFwtOW2QoG" open="0"/>
+      <listitem type="829" id="unwvIxd81D8F6" open="0"/>
+      <listitem type="829" id="u8U3EclXHUBqf" open="0"/>
+      <listitem type="829" id="umes0MFf2bAXI" open="0"/>
+      <listitem type="829" id="uc2wrhdQQFdKR" open="0"/>
+      <listitem type="829" id="uCMJShOyEcx65" open="1"/>
+      <listitem type="829" id="uN90WSzxg70L5" open="0"/>
+      <listitem type="829" id="uMXT4n4yeeGxP" open="1"/>
+      <listitem type="829" id="uZPyITrjct7nt" open="1"/>
+      <listitem type="829" id="uJlnCmWCjiZyb" open="1"/>
+      <listitem type="829" id="uJ6eIdSRnQ1mC" open="1"/>
+      <listitem type="829" id="uFa0n9CbZAGQz" open="1"/>
+      <listitem type="829" id="uUmpoisGYNixK" open="1"/>
+      <listitem type="829" id="uks0OAl3npzAp" open="0"/>
+      <listitem type="829" id="uegsqNCOwThlg" open="0"/>
+      <listitem type="829" id="uIzLslKdzkNSu" open="0"/>
+      <listitem type="829" id="u3gksr7QwMjSv" open="0"/>
+      <listitem type="829" id="uCYvllFCLICqv" open="1"/>
+      <listitem type="829" id="uaxm6xi0OF7H9" open="0"/>
+      <listitem type="829" id="uJPiqYCPjwNHv" open="1"/>
+     </listitem>
+    </listitem>
+    <listitem type="802" id="Use_Case_View" open="1"/>
+   </listitem>
+  </listview>
+  <codegeneration>
+   <codegenerator language="SQL"/>
+  </codegeneration>
+ </XMI.extensions>
+</XMI>

healthcareio/healthcare-io.py

@@ -32,9 +32,10 @@ Usage :
 from healthcareio.params import SYS_ARGS
 from transport import factory
 import requests
-
 from healthcareio import analytics
 from healthcareio import server
+
+
 from healthcareio.parser import get_content
 import os
 import json
@@ -43,6 +44,10 @@ import numpy as np
 from multiprocessing import Process
 import time
 from healthcareio import x12
+from healthcareio.export import export
+import smart
+from healthcareio.server import proxy
+import pandas as pd
 
 PATH = os.sep.join([os.environ['HOME'],'.healthcareio'])
 OUTPUT_FOLDER = os.sep.join([os.environ['HOME'],'healthcare-io'])
@@ -53,10 +58,28 @@ if not os.path.exists(PATH) :
 import platform
 import sqlite3 as lite
 # PATH = os.sep.join([os.environ['HOME'],'.edi-parser'])
-def register (**args) :
+HELP_MESSAGE = """
+        cli:
+        
+            healthcare-io.py    --<[signup|init]> <email> --store <sqlite|mongo> [--batch <value>]
+            healthcare-io.py    --parse --folder <path> [--batch <value>] [--resume]
+            healthcare-io.py    --check-update
+            healthcare-io.py    --export <835|837> --config <config-path>
+        action :
+            --signup|init   signup user and get configuration file
+            --parse         starts parsing
+            --check         checks for updates
+            --export        export data of a 835 or 837 into another database
+        parameters :
+            --<[signup|init]>   signup or get a configuration file from a parsing server
+            --folder            location of the files (the program will recursively traverse it)
+            --store             data store mongo or sqlite or mongodb
+            --resume            will attempt to resume if there was an interruption
+        """
+def signup (**args) :
     """
     :email  user's email address
-    :url    url of the provider to register
+    :url    url of the provider to signup
     """
     
     email = args['email']
@@ -121,77 +144,77 @@ def init():
 #
 # Global variables that load the configuration files
 
-def parse(**args):
+# def parse(**args):
-    """
+#     """
-    This function will parse the content of a claim or remittance (x12 format) give the following parameters
+#     This function will parse the content of a claim or remittance (x12 format) give the following parameters
-    :filename   absolute path of the file to be parsed
+#     :filename   absolute path of the file to be parsed
-    :type       claims|remits in x12 format
+#     :type       claims|remits in x12 format
-    """
+#     """
-    global INFO
+#     global INFO
-    if not INFO :
+#     if not INFO :
-        INFO = init()
+#         INFO = init()
-    if args['type'] == 'claims' :
+#     if args['type'] == 'claims' :
-        CONFIG = INFO['parser']['837']
+#         CONFIG = INFO['parser']['837']
-    elif args['type'] == 'remits' :
+#     elif args['type'] == 'remits' :
-        CONFIG = INFO['parser']['835']
+#         CONFIG = INFO['parser']['835']
-    else:
+#     else:
-        CONFIG = None
+#         CONFIG = None
-    if CONFIG :
+#     if CONFIG :
-        # CONFIG = CONFIG[-1] if 'version' not in args and (args['version'] < len(CONFIG)) else CONFIG[0]
+#         # CONFIG = CONFIG[-1] if 'version' not in args and (args['version'] < len(CONFIG)) else CONFIG[0]
-        CONFIG = CONFIG[int(args['version'])-1] if 'version' in SYS_ARGS and int(SYS_ARGS['version']) < len(CONFIG) else CONFIG[-1]
+#         CONFIG = CONFIG[int(args['version'])-1] if 'version' in SYS_ARGS and int(SYS_ARGS['version']) < len(CONFIG) else CONFIG[-1]
-        SECTION = CONFIG['SECTION']
+#         SECTION = CONFIG['SECTION']
-        os.environ['HEALTHCAREIO_SALT'] = INFO['owner']
+#         os.environ['HEALTHCAREIO_SALT'] = INFO['owner']
 
         
-        return get_content(args['filename'],CONFIG,SECTION)
+#         return get_content(args['filename'],CONFIG,SECTION)
-def resume (files,id,config):
+# def resume (files,id,config):
-    _args = config['store'].copy()
+#     _args = config['store'].copy()
-    if 'mongo' in config['store']['type'] :
+#     if 'mongo' in config['store']['type'] :
-        _args['type'] = 'mongo.MongoReader'
+#         _args['type'] = 'mongo.MongoReader'
-        reader = factory.instance(**_args)
+#         reader = factory.instance(**_args)
-    _files = []
+#     _files = []
-    if 'resume' in config['analytics'] :
+#     if 'resume' in config['analytics'] :
-        _args = config['analytics']['resume'][id]
+#         _args = config['analytics']['resume'][id]
-        _files = reader.read(**_args)
+#         _files = reader.read(**_args)
-        _files = [item['name'] for item in _files if item['name'] != None]
+#         _files = [item['name'] for item in _files if item['name'] != None]
-        return list(set(files) - set(_files))
+#         return list(set(files) - set(_files))
         
-    return files
+    # return files
-    pass
+    # pass
-def apply(files,store_info,logger_info=None):
+# def apply(files,store_info,logger_info=None):
-    """
+#     """
-        :files          list of files to be processed in this given thread/process
+#         :files          list of files to be processed in this given thread/process
-        :store_info     information about data-store, for now disk isn't thread safe
+#         :store_info     information about data-store, for now disk isn't thread safe
-        :logger_info    information about where to store the logs
+#         :logger_info    information about where to store the logs
-    """
+#     """
 
-    if not logger_info :
+#     if not logger_info :
-        logger = factory.instance(type='disk.DiskWriter',args={'path':os.sep.join([info['out-folder'],SYS_ARGS['parse']+'.log'])})
+#         logger = factory.instance(type='disk.DiskWriter',args={'path':os.sep.join([info['out-folder'],SYS_ARGS['parse']+'.log'])})
-    else:
+#     else:
-        logger = factory.instance(**logger_info)
+#         logger = factory.instance(**logger_info)
 
-    writer = factory.instance(**store_info)
+#     writer = factory.instance(**store_info)
-    for filename in files :
+#     for filename in files :
         
-        if filename.strip() == '':
+#         if filename.strip() == '':
-            continue
+#             continue
-        # content,logs = get_content(filename,CONFIG,CONFIG['SECTION'])  
+#         # content,logs = get_content(filename,CONFIG,CONFIG['SECTION'])  
-        # 
+#         # 
-        try:              
+#         try:              
-            content,logs = parse(filename = filename,type=SYS_ARGS['parse'])
+#             content,logs = parse(filename = filename,type=SYS_ARGS['parse'])
             
-            if content :                        
+#             if content :                        
-                writer.write(content)
+#                 writer.write(content)
-            if logs :
+#             if logs :
-                [logger.write(dict(_row,**{"parse":SYS_ARGS['parse']})) for _row in logs]
+#                 [logger.write(dict(_row,**{"parse":SYS_ARGS['parse']})) for _row in logs]
-            else:
+#             else:
-                logger.write({"parse":SYS_ARGS['parse'],"name":filename,"completed":True,"rows":len(content)})
+#                 logger.write({"parse":SYS_ARGS['parse'],"name":filename,"completed":True,"rows":len(content)})
-        except Exception as e:
+#         except Exception as e:
             
-            logger.write({"parse":SYS_ARGS['parse'],"filename":filename,"completed":False,"rows":-1,"msg":e.args[0]})
+#             logger.write({"parse":SYS_ARGS['parse'],"filename":filename,"completed":False,"rows":-1,"msg":e.args[0]})
-        # print ([filename,len(content)])
+#         # print ([filename,len(content)])
-        #
+#         #
-        # @TODO: forward this data to the writer and log engine 
+#         # @TODO: forward this data to the writer and log engine 
         #
 def upgrade(**args):
     """
@@ -200,12 +223,27 @@ def upgrade(**args):
     """    
     url = args['url'] if 'url' in args else URL+"/upgrade"
     headers = {"key":args['key'],"email":args["email"],"url":url}
+def check(**_args):
+    """
+    This function will check if there is an update available (versions are in the configuration file)
+    :param url
+    """
+    url = _args['url'][:-1] if _args['url'].endswith('/') else _args['url']
+    url = url + "/version"
+    if 'version' not in _args :
+        version = {"_id":"version","current":0.0}
+    else:
+        version = _args['version']
+    http = requests.session()    
+    r = http.get(url)
+    return r.json()
     
 if __name__ == '__main__' :
     info = init()
     
     if 'out-folder' in SYS_ARGS :
         OUTPUT_FOLDER = SYS_ARGS['out-folder']
+    SYS_ARGS['url'] = SYS_ARGS['url'] if 'url' in SYS_ARGS else URL
     
     if set(list(SYS_ARGS.keys())) & set(['signup','init']):
         #
@@ -214,10 +252,10 @@ if __name__ == '__main__' :
         #
         
         email = SYS_ARGS['signup'].strip() if 'signup' in SYS_ARGS else SYS_ARGS['init']
-        url = SYS_ARGS['url'] if 'url' in SYS_ARGS else 'https://healthcareio.the-phi.com'
+        url = SYS_ARGS['url'] if 'url' in SYS_ARGS else URL
         store = SYS_ARGS['store'] if 'store' in SYS_ARGS else 'sqlite'
         db='healthcareio' if 'db' not in SYS_ARGS else SYS_ARGS['db']
-        register(email=email,url=url,store=store,db=db)
+        signup(email=email,url=url,store=store,db=db)
     # else:
     #     m = """
     #     usage:
@@ -241,51 +279,31 @@ if __name__ == '__main__' :
         if 'file' in SYS_ARGS :
             files = [SYS_ARGS['file']]  if not os.path.isdir(SYS_ARGS['file']) else []
         if 'folder' in SYS_ARGS and os.path.exists(SYS_ARGS['folder']):
-            names = os.listdir(SYS_ARGS['folder'])
+            for root,_dir,f in os.walk(SYS_ARGS['folder']) :
-            files   += [os.sep.join([SYS_ARGS['folder'],name]) for name in names if not os.path.isdir(os.sep.join([SYS_ARGS['folder'],name]))]
+                
+                if f :
+                    files += [os.sep.join([root,name]) for name in f]
+            
+            # names = os.listdir(SYS_ARGS['folder'])
+            # files   += [os.sep.join([SYS_ARGS['folder'],name]) for name in names if not os.path.isdir(os.sep.join([SYS_ARGS['folder'],name]))]
         else:
             #
-            # raise an erro
+            # raise an error
+            
             pass
         #
         # if the user has specified to resume, we should look into the logs and pull the files processed and those that haven't
         #
         if 'resume' in SYS_ARGS :
-            files = resume(files,SYS_ARGS['parse'],info)
+            store_config = json.loads( (open(os.sep.join([PATH,'config.json']))).read() )
-            print (["Found ",len(files)," files unprocessed"])
+            files = proxy.get.resume(files,store_config )
+            # print (["Found ",len(files)," files unprocessed"])
         #
         # @TODO: Log this here so we know what is being processed or not
         SCOPE = None
         
         if files : #and ('claims' in SYS_ARGS['parse'] or 'remits' in SYS_ARGS['parse']):
-            # logger = factory.instance(type='disk.DiskWriter',args={'path':os.sep.join([info['out-folder'],SYS_ARGS['parse']+'.log'])})
-            # if info['store']['type'] == 'disk.DiskWriter' :
-            #     info['store']['args']['path'] += (os.sep + 'healthcare-io.json')
-            # elif info['store']['type'] == 'disk.SQLiteWriter' :
-            #     # info['store']['args']['path'] += (os.sep + 'healthcare-io.db3')
-            #     pass
 
-            
-            # if info['store']['type'] == 'disk.SQLiteWriter' : 
-            #         info['store']['args']['table'] = SYS_ARGS['parse'].strip().lower()
-            #         _info = json.loads(json.dumps(info['store']))
-            #         _info['args']['table']='logs'
-            # else:
-            #     #
-            #     # if we are working with no-sql we will put the logs in it (performance )?
-
-            #         info['store']['args']['doc'] = SYS_ARGS['parse'].strip().lower()
-            #         _info = json.loads(json.dumps(info['store']))
-            #         _info['args']['doc'] = 'logs'
-            #         logger = factory.instance(**_info)
-
-            # writer = factory.instance(**info['store'])
-            
-            #
-            # we need to have batches ready for this in order to run some of these queries in parallel
-            # @TODO: Make sure it is with a persistence storage (not disk .. not thread/process safe yet)
-            #   - Make sure we can leverage this on n-cores later on, for now the assumption is a single core
-            #
             BATCH_COUNT = 1 if 'batch' not in SYS_ARGS else int (SYS_ARGS['batch'])
             
             files = np.array_split(files,BATCH_COUNT)
@@ -304,26 +322,6 @@ if __name__ == '__main__' :
             while len(procs) > 0 :
                 procs = [proc for proc in procs if proc.is_alive()]
                 time.sleep(2)
-            #     for filename in files :
-                    
-            #         if filename.strip() == '':
-            #             continue
-            #         # content,logs = get_content(filename,CONFIG,CONFIG['SECTION'])  
-            #         # 
-            #         try:              
-            #             content,logs = parse(filename = filename,type=SYS_ARGS['parse'])
-            #             if content :                        
-            #                 writer.write(content)
-            #             if logs :
-            #                 [logger.write(dict(_row,**{"parse":SYS_ARGS['parse']})) for _row in logs]
-            #             else:
-            #                 logger.write({"parse":SYS_ARGS['parse'],"name":filename,"completed":True,"rows":len(content)})
-            #         except Exception as e:
-            #             logger.write({"parse":SYS_ARGS['parse'],"filename":filename,"completed":False,"rows":-1,"msg":e.args[0]})
-            #         # print ([filename,len(content)])
-            #         #
-            #         # @TODO: forward this data to the writer and log engine 
-            #         #
 
                 
 
@@ -337,103 +335,71 @@ if __name__ == '__main__' :
         
         # PATH= SYS_ARGS['config'] if 'config' in SYS_ARGS else os.sep.join([os.environ['HOME'],'.healthcareio','config.json'])
         
+        if os.path.exists(os.sep.join([PATH,'config.json'])) :
             e = analytics.engine(os.sep.join([PATH,'config.json'])) #--@TODO: make the configuration file globally accessible
             e.apply(type='claims',serialize=True)
             SYS_ARGS['engine'] = e
+            SYS_ARGS['config'] = json.loads(open(os.sep.join([PATH,'config.json'])).read())
+        else:
+            SYS_ARGS['config'] = {"owner":None,"store":None}
+
+        if 'args' not in SYS_ARGS['config'] :
+            SYS_ARGS['config']["args"] = {"batch":1,"resume":True,"folder":"/data"}
+        
+        me = pd.DataFrame(smart.top.read(name='healthcare-io.py')).args.unique().tolist()        
+        SYS_ARGS['me'] = me[0] #-- This key will identify the current process
 
         pointer = lambda : server.app.run(host='0.0.0.0',port=PORT,debug=DEBUG,threaded=False)
         pthread = Process(target=pointer,args=())
         pthread.start()
+    elif 'check-update' in SYS_ARGS :
+        _args = {"url":SYS_ARGS['url']}
+        try:
+            if os.path.exists(os.sep.join([PATH,'config.json'])) :
+                SYS_ARGS['config'] = json.loads((open(os.sep.join([PATH,'config.json']))).read())
+            else:
+                SYS_ARGS['config'] = {}
+            if 'version' in SYS_ARGS['config'] :
+                _args['version'] = SYS_ARGS['config']['version']
+            version = check(**_args)
+            _version = {"current":0.0}if 'version' not in SYS_ARGS['config'] else SYS_ARGS['config']['version']
+            if _version['current'] != version['current'] :
+                print ()
+                print ("You need to upgrade your system to version to ",version['current'])
+                print ("\t- signup (for new configuration)")
+                print ("\t- use pip to upgrade the codebase")
+            else:
+                print ()
+                print ("You are running the current configuraiton version ",_version['current'])
+        except Exception as e:
+            print (e)
+            pass
         
     elif 'export' in SYS_ARGS:
         #
         # this function is designed to export the data to csv
         #
-        format = SYS_ARGS['format'] if 'format' in SYS_ARGS else 'csv'
+        path = SYS_ARGS['config']
-        format = format.lower()
+        TYPE = SYS_ARGS['export'] if 'export' in SYS_ARGS else '835'
-        if set([format]) not in ['xls','csv'] :
+        if not os.path.exists(path) or TYPE not in ['835','837']:
-            format = 'csv'
+            print (HELP_MESSAGE)
+        else:
+            #
+            # Let's run the export function  ..., This will push files into a data-store of choice Redshift, PostgreSQL, MySQL ...
+            #
+            _store = {"type":"sql.SQLWriter","args":json.loads( (open(path) ).read())}
+            
+            pipes = export.Factory.instance(type=TYPE,write_store=_store) #"inspect":0,"cast":0}})  
+            # pipes[0].run()
+            for thread in pipes:
+                thread.start()
+                time.sleep(1)
+            while pipes :
+                pipes = [thread for thread in pipes if thread.is_alive()]     
+                time.sleep(1)       
+
+
         
     else:
-        msg = """
-        cli:
         
-            healthcare-io.py    --<[signup|init]> <email> --store <sqlite|mongo> [--batch <value>]
+        print(HELP_MESSAGE)
-            healthcare-io.py    --parse claims --folder <path> [--batch <value>]
-            healthcare-io.py    --parse remits --folder <path> [--batch <value>] [--resume]
-        
-        parameters :
-            --<[signup|init]>   signup or get a configuration file from a parsing server
-            --store             data store mongo or sqlite or mongodb
-            --resume            will attempt to resume if there was an interruption
-        """
-        print(msg)
-        pass
-    # """
-    # The program was called from the command line thus we are expecting 
-    #     parse   in [claims,remits]
-    #     config  os.sep.path.exists(path)
-    #     folder    os.sep.path.exists(path)
-    #     store   store ()
-    # """
-    # p = len( set(['store','config','folder']) & set(SYS_ARGS.keys())) == 3 and ('db' in SYS_ARGS or 'path' in SYS_ARGS)
-    # TYPE = {
-    #     'mongo':'mongo.MongoWriter',
-    #     'couch':'couch.CouchWriter',
-    #     'disk':'disk.DiskWriter'
-    # }
-    # INFO = {
-    #     '837':{'scope':'claims','section':'HL'},
-    #     '835':{'scope':'remits','section':'CLP'}
-    # }
-    # if p :
-    #     args = {}
-    #     scope = SYS_ARGS['config'][:-5].split(os.sep)[-1]
-    #     CONTEXT = INFO[scope]['scope']
-    #     #
-    #     # @NOTE:
-    #     # improve how database and data stores are handled.
-    #     if SYS_ARGS['store'] == 'couch' :
-    #         args = {'url': SYS_ARGS['url'] if 'url' in SYS_ARGS else 'http://localhost:5984'}
-    #         args['dbname'] = SYS_ARGS['db']
-            
-    #     elif SYS_ARGS ['store'] == 'mongo':
-    #         args = {'host':SYS_ARGS['host']if 'host' in SYS_ARGS else 'localhost:27017'}
-    #     if SYS_ARGS['store'] in ['mongo','couch']:
-    #         args['dbname'] = SYS_ARGS['db'] if 'db' in SYS_ARGS else 'claims_outcomes'
-    #         args['doc'] = CONTEXT
-
-    #     TYPE    = TYPE[SYS_ARGS['store']] 
-    #     writer  = factory.instance(type=TYPE,args=args)
-    #     if SYS_ARGS['store'] == 'disk':
-    #         writer.init(path = 'output-claims.json')
-    #     logger  = factory.instance(type=TYPE,args= dict(args,**{"doc":"logs"}))
-    #     files   = os.listdir(SYS_ARGS['folder'])
-    #     CONFIG  = json.loads(open(SYS_ARGS['config']).read())
-    #     SECTION = INFO[scope]['section']
-        
-    #     for file in files :
-    #         if 'limit' in SYS_ARGS and files.index(file) == int(SYS_ARGS['limit']) :
-    #             break
-    #         else:
-    #             filename = os.sep.join([SYS_ARGS['folder'],file])
-                
-    #             try:
-    #                 content,logs = get_content(filename,CONFIG,SECTION)
-    #             except Exception as e:
-    #                 if sys.version_info[0] > 2 :
-    #                     logs = [{"filename":filename,"msg":e.args[0]}]
-    #                 else:
-    #                     logs = [{"filename":filename,"msg":e.message}]
-    #                 content = None
-    #             if content :
-                    
-    #                 writer.write(content)
-    #             if logs:
-                    
-    #                 logger.write(logs)
-            
-                
-    #     pass
-    # else:
-    #     print (__doc__)

healthcareio/server/__init__.py

@@ -3,7 +3,78 @@ from healthcareio.params import SYS_ARGS
 import healthcareio.analytics
 import os
 import json
+import time
+import smart
+import transport
+import pandas as pd
+import numpy as np
+from healthcareio import x12
+from healthcareio.export import export
+from multiprocessing import Process
+# from flask_socketio import SocketIO, emit, disconnect,send
+from healthcareio.server import proxy
+PATH = os.sep.join([os.environ['HOME'],'.healthcareio','config.json'])
 app = Flask(__name__)
+# socket_ = SocketIO(app)
+
+def resume (files):
+    _args = SYS_ARGS['config']['store'].copy()
+    if 'mongo' in SYS_ARGS['config']['store']['type'] :
+        _args['type'] = 'mongo.MongoReader'
+        reader = transport.factory.instance(**_args)
+    _files = []
+    try:
+        pipeline = [{"$match":{"completed":{"$eq":True}}},{"$group":{"_id":"$name"}},{"$project":{"name":"$_id","_id":0}}]
+        _args = {"aggregate":"logs","cursor":{},"allowDiskUse":True,"pipeline":pipeline}
+        _files = reader.read(mongo = _args)
+        _files = [item['name'] for item in _files]
+    except Exception as e :
+        pass
+    
+    return list(set(files) - set(_files))
+        
+    
+
+def run ():
+    #
+    # let's get the files in the folder (perhaps recursively traverse them)
+    #
+    FILES = []
+    BATCH = int(SYS_ARGS['config']['args']['batch']) #-- number of processes (poorly named variable)
+
+    for root,_dir,f in os.walk(SYS_ARGS['config']['args']['folder']) :
+        if f :
+            FILES += [os.sep.join([root,name]) for name in f]
+    FILES = resume(FILES)
+    FILES = np.array_split(FILES,BATCH)
+    procs = []
+    for FILE_GROUP in FILES :
+        
+        FILE_GROUP = FILE_GROUP.tolist()
+        # logger.write({"process":index,"parse":SYS_ARGS['parse'],"file_count":len(row)})
+        # proc = Process(target=apply,args=(row,info['store'],_info,))
+        parser = x12.Parser(PATH) #os.sep.join([PATH,'config.json']))
+        parser.set.files(FILE_GROUP)
+        parser.start()
+        procs.append(parser)  
+    SYS_ARGS['procs']  = procs
+# @socket_.on('data',namespace='/stream')
+def push() :
+    _args = dict(SYS_ARGS['config']['store'].copy(),**{"type":"mongo.MongoReader"})
+    reader = transport.factory.instance(**_args)
+    pipeline = [{"$group":{"_id":"$parse","claims":{"$addToSet":"$name"}}},{"$project":{"_id":0,"type":"$_id","count":{"$size":"$claims"}}}]
+    _args = {"aggregate":"logs","cursor":{},"allowDiskUse":True,"pipeline":pipeline}
+    r = pd.DataFrame(reader.read(mongo=_args))
+    r = healthcareio.analytics.Apex.apply({"chart":{"type":"donut","axis":{"x":"count","y":"type"}},"data":r})
+    # emit("update",r,json=True)
+    return r
+# @socket_.on('connect')
+# def client_connect(**r):
+#     print ('Connection received')
+#     print (r)
+#     push()
+#     pass
+    
 @app.route("/favicon.ico")
 def _icon():
     return send_from_directory(os.path.join([app.root_path, 'static','img','logo.svg']),
@@ -12,7 +83,7 @@ def _icon():
 def init():
     e = SYS_ARGS['engine']
     sections = {"remits":e.info['835'],"claims":e.info['837']}
-    _args = {"sections":sections}
+    _args = {"sections":sections,"store":SYS_ARGS["config"]["store"],"owner":SYS_ARGS['config']['owner'],"args":SYS_ARGS["config"]["args"]}
     return render_template("index.html",**_args)
 @app.route("/format/<id>/<index>",methods=['POST'])
 def _format(id,index):
@@ -21,43 +92,117 @@ def _format(id,index):
     key = '837' if id == 'claims' else '835'
     index = int(index)
     # p = e.info[key][index]
-    p = e.apply(type=id,index=index)
+    p = e.filter(type=id,index=index)
    
-    #
     r = []
-    for item in p[0]['pipeline'] :
+    for item in p['pipeline'] :
         _item= dict(item)       
-        del _item['sql']
-        del _item ['data']
-        
         _item = dict(_item,**healthcareio.analytics.Apex.apply(item))
+        del _item['data']
         if 'apex' in _item or 'html' in _item:
             r.append(_item)
         
-    r = {"id":p[0]['id'],"pipeline":r}    
+        
+    r = {"id":p['id'],"pipeline":r}  
     return json.dumps(r),200
+
 @app.route("/get/<id>/<index>",methods=['GET'])
 def get(id,index):
     e = SYS_ARGS['engine']
     key = '837' if id == 'claims' else '835'
     index = int(index)
     # p = e.info[key][index]
-    p = e.apply(type=id,index=index)
+    p = e.filter(type=id,index=index)
     r = {}
     for item in p[0]['pipeline'] :
         
         _item= [dict(item)]
         
-        r[item['label']] = item['data'].to_dict(orient='record')
+        # r[item['label']] = item['data'].to_dict(orient='record')
-        # del _item['sql']
+        r[item['label']] = item['data'].to_dict('record')
-        # del _item ['data']
-    #     print (item['label'])
-    #     _item['apex'] = healthcareio.analytics.Apex.apply(item)
-    #     if _item['apex']:
-    #         r.append(_item)
-        
-    # r = {"id":p[0]['id'],"pipeline":r}
     return json.dumps(r),200
+
+@app.route("/reset",methods=["POST"])
+def reset():
+    return "1",200
+@app.route("/data",methods=['GET'])
+def get_data ():
+    """
+    This function will return statistical data about the services i.e general statistics about what has/been processed
+    """
+    HEADER = {"Content-type":"application/json"}
+    _args = SYS_ARGS['config']
+    options = dict(proxy.get.files(_args),**proxy.get.processes(_args))
+    return json.dumps(options),HEADER
+@app.route("/log/<id>",methods=["POST","PUT","GET"])
+def log(id) :
+    HEADER = {"Content-Type":"application/json; charset=utf8"}
+    if id == 'params' and request.method in ['PUT', 'POST']:
+        info = request.json
+        _args = {"batch":info['batch'] if 'batch' in info else 1,"resume":True}
+        #
+        # We should update the configuration 
+        SYS_ARGS['config']['args'] = _args
+        PATH = os.sep.join([os.environ['HOME'],'.healthcareio','config.json'])
+        write = lambda content: (open(PATH,'w')).write(json.dumps(content))
+        proc = Process(target=write,args=(SYS_ARGS['config'],))
+        proc.start()
+        return "1",HEADER
+    pass
+@app.route("/io/<id>",methods=['POST'])
+def io_data(id):
+    if id == 'params' :
+        _args = request.json
+        #
+        # Expecting batch,folder as parameters
+        _args = request.json
+        _args['resume'] = True
+        print (_args)
+        #
+        # We should update the configuration 
+        SYS_ARGS['config']['args'] = _args
+        # PATH = os.sep.join([os.environ['HOME'],'.healthcareio','config.json'])
+        try:
+            write = lambda content: (open(PATH,'w')).write(json.dumps(content))
+            proc = Process(target=write,args=(SYS_ARGS['config'],))
+            proc.start()
+            # proc.join()
+            return "1",200
+        except Exception as e :
+            return "0",403
+            pass
+    elif id == 'stop' :
+        stop()
+        pass
+    elif id == 'run' :
+        # run()
+        _args = {"args":SYS_ARGS['config']['args'],"store":SYS_ARGS["config"]["store"]}
+        proxy.run(_args)
+        return "1",200
+        pass
+        
+@app.route("/export")
+def export_form():
+    _args = {"context":SYS_ARGS['context']}
+    return render_template("store.html",**_args)
+@app.route("/export",methods=['POST','PUT'])
+def apply_etl():
+    _info = request.json
+    m = {'s3':'s3.s3Writer','mongo':'mongo.MongoWriter'}
+    if _info :
+        dest_args = {'type':m[_info['type']],"args": _info['content'] }
+        src_args = SYS_ARGS['config']['store']
+        # print (_args)
+        # writer = transport.factory.instance(**_args)
+        proxy.publish(src_args,dest_args)
+        return "1",405
+        
+    else:
+        return "0",404
+@app.route("/update")
+def update():
+    pass
+    return "0",405
 @app.route("/reload",methods=['POST'])
 def reload():
     # e = SYS_ARGS['engine']
@@ -74,11 +219,20 @@ if __name__ == '__main__' :
     PORT = int(SYS_ARGS['port']) if 'port' in SYS_ARGS else 5500
     DEBUG= int(SYS_ARGS['debug']) if 'debug' in SYS_ARGS else 0
     SYS_ARGS['context'] = SYS_ARGS['context'] if 'context' in SYS_ARGS else ''
+
     #
     # 
     PATH= SYS_ARGS['config'] if 'config' in SYS_ARGS else os.sep.join([os.environ['HOME'],'.healthcareio','config.json'])
+    #
+    # Adjusting configuration with parameters (batch,folder,resume)
+    if 'args' not in SYS_ARGS['config'] :
+        SYS_ARGS['config']["args"] = {"batch":1,"resume":True,"folder":"/data"}
     
+    SYS_ARGS['procs'] = []
+    
+    
+    # SYS_ARGS['path'] = os.sep.join([os.environ['HOME'],'.healthcareio','config.json'])
     e = healthcareio.analytics.engine(PATH)
-    # e.apply(type='claims',serialize=True)
+    e.apply(type='claims',serialize=False)
     SYS_ARGS['engine'] = e
     app.run(host='0.0.0.0',port=PORT,debug=DEBUG,threaded=True)

healthcareio/server/index.py

@@ -12,8 +12,9 @@ def _icon():
 def init():
     e = SYS_ARGS['engine']
     sections = {"remits":e.info['835'],"claims":e.info['837']}
-    _args = {"sections":sections}
+    _args = {"sections":sections,"store":SYS_ARGS['config']['store']}
-    return render_template("index.html",**_args)
+    print (SYS_ARGS['config']['store'])
+    return render_template("setup.html",**_args)
 @app.route("/format/<id>/<index>",methods=['POST'])
 def _format(id,index):
     

healthcareio/server/proxy.py

@@ -0,0 +1,170 @@
+"""
+    This file serves as proxy to healthcare-io, it will be embedded into the API
+"""
+import os
+import transport
+import numpy as np
+from healthcareio import x12
+import pandas as pd
+import smart
+from healthcareio.analytics import Apex
+import time
+class get :
+    PROCS = []
+    PATH = os.sep.join([os.environ['HOME'],'.healthcareio','config.json'])
+    @staticmethod
+    def resume (files,args):
+        """
+        This function will determine the appropriate files to be processed by performing a simple complementary set operation against the logs
+        @TODO: Support data-stores other than mongodb
+        :param files   list of files within a folder
+        :param _args    configuration
+        """
+        _args = args['store'].copy()
+        if 'mongo' in _args['type'] :
+            _args['type'] = 'mongo.MongoReader'
+            reader = transport.factory.instance(**_args)
+        _files = []
+        try:
+            pipeline = [{"$match":{"completed":{"$eq":True}}},{"$group":{"_id":"$name"}},{"$project":{"name":"$_id","_id":0}}]
+            _args = {"aggregate":"logs","cursor":{},"allowDiskUse":True,"pipeline":pipeline}
+            _files = reader.read(mongo = _args)
+            _files = [item['name'] for item in _files]
+        except Exception as e :
+            pass
+        print ( [len(list(set(files) - set(_files))),' files to be processed'])
+        return list(set(files) - set(_files))
+
+    @staticmethod
+    def processes(_args):
+        _info = pd.DataFrame(smart.top.read(name='healthcare-io.py'))[['name','cpu','mem']]
+        
+        if _info.shape[0] == 0 :
+            _info = pd.DataFrame({"name":["healthcare-io.py"],"cpu":[0],"mem":[0]})
+        # _info = pd.DataFrame(_info.groupby(['name']).sum())
+        # _info['name'] = ['healthcare-io.py']
+        m = {'cpu':'CPU','mem':'RAM','name':'name'}
+        _info.columns = [m[name] for name in _info.columns.tolist()]
+        _info.index = np.arange(_info.shape[0])
+
+        charts = []
+        for label in ['CPU','RAM'] :
+            value = _info[label].sum()
+            df = pd.DataFrame({"name":[label],label:[value]})
+            charts.append (
+                Apex.apply(
+                    {"data":df, "chart":{"type":"radial","axis":{"x":label,"y":"name"}}}
+                    )['apex']
+                )
+        #
+        # This will update the counts for the processes, upon subsequent requests so as to show the change
+        #     
+        N = 0
+        lprocs = []
+        for proc in get.PROCS :
+            if proc.is_alive() :
+                lprocs.append(proc)
+        N = len(lprocs)     
+        get.PROCS = lprocs
+        return {"process":{"chart":charts,"counts":N}}
+    @staticmethod
+    def files (_args):
+        _info = smart.folder.read(path='/data')
+        N = _info.files.tolist()[0]
+        if 'mongo' in _args['store']['type'] :
+            store_args = dict(_args['store'].copy(),**{"type":"mongo.MongoReader"})
+            # reader = transport.factory.instance(**_args)
+            
+            pipeline = [{"$group":{"_id":"$name","count":{"$sum":{"$cond":[{"$eq":["$completed",True]},1,0]}} }},{"$group":{"_id":None,"count":{"$sum":"$count"}}},{"$project":{"_id":0,"status":"completed","count":1}}]
+            query = {"mongo":{"aggregate":"logs","allowDiskUse":True,"cursor":{},"pipeline":pipeline}}
+            # _info = pd.DataFrame(reader.read(mongo={"aggregate":"logs","allowDiskUse":True,"cursor":{},"pipeline":pipeline}))
+            pipeline = [{"$group":{"_id":"$parse","claims":{"$addToSet":"$name"}}},{"$project":{"_id":0,"type":"$_id","count":{"$size":"$claims"}}}]
+            _query = {"mongo":{"aggregate":"logs","cursor":{},"allowDiskUse":True,"pipeline":pipeline}} #-- distribution claims/remits
+
+
+        else:
+            store_args = dict(_args['store'].copy(),**{"type":"disk.SQLiteReader"})
+            store_args['args']['table'] = 'logs'
+            query= {"sql":"select count(distinct json_extract(data,'$.name')) as count, 'completed' status from logs where json_extract(data,'$.completed') = true"}
+            _query={"sql":"select json_extract(data,'$.parse') as type,count(distinct json_extract(data,'$.name')) as count from logs group by type"} #-- distribution claim/remits
+        reader = transport.factory.instance(**store_args)
+        _info = pd.DataFrame(reader.read(**query))
+        if not _info.shape[0] :
+            _info = pd.DataFrame({"status":["completed"],"count":[0]})
+        _info['count'] = np.round( (_info['count'] * 100 )/N,2)
+        
+        charts = [Apex.apply({"data":_info,"chart":{"type":"radial","axis":{"y":"status","x":"count"}}})['apex']]
+        #
+        # Let us classify the files now i.e claims / remits
+        #
+        
+        
+        # pipeline = [{"$group":{"_id":"$parse","claims":{"$addToSet":"$name"}}},{"$project":{"_id":0,"type":"$_id","count":{"$size":"$claims"}}}]
+        # _args = {"aggregate":"logs","cursor":{},"allowDiskUse":True,"pipeline":pipeline}
+        # r = pd.DataFrame(reader.read(mongo=_args))
+        r = pd.DataFrame(reader.read(**_query)) #-- distribution claims/remits
+        r = Apex.apply({"chart":{"type":"donut","axis":{"x":"count","y":"type"}},"data":r})['apex']
+        r['chart']['height'] = '100%'
+        r['legend']['position'] = 'bottom'
+
+        charts += [r]
+
+        
+        return {"files":{"counts":N,"chart":charts}}
+
+        pass
+#
+# Process handling ....
+
+
+def run (_args) :
+    """
+    This function will run the jobs and insure as processes (as daemons).
+    :param _args    system configuration
+    """
+    FILES = []
+    BATCH = int(_args['args']['batch']) #-- number of processes (poorly named variable)
+
+    for root,_dir,f in os.walk(_args['args']['folder']) :
+        if f :
+            FILES += [os.sep.join([root,name]) for name in f]
+    FILES = get.resume(FILES,_args)
+    FILES = np.array_split(FILES,BATCH)
+    
+    for FILE_GROUP in FILES :
+        
+        FILE_GROUP = FILE_GROUP.tolist()
+        # logger.write({"process":index,"parse":_args['parse'],"file_count":len(row)})
+        # proc = Process(target=apply,args=(row,info['store'],_info,))
+        parser = x12.Parser(get.PATH) #os.sep.join([PATH,'config.json']))
+        parser.set.files(FILE_GROUP)   
+        parser.daemon = True
+        parser.start()
+        get.PROCS.append(parser)     
+        time.sleep(3)
+    #
+    # @TODO:consider submitting an update to clients via publish/subscribe framework
+    #
+    return get.PROCS
+def stop(_args):
+    for job in get.PROCS :
+        if job.is_alive() :
+            job.terminate()
+    get.PROCS = []
+    #
+    # @TODO: consider submitting an update to clients via publish/subscribe framework
+    pass
+def write(src_args,dest_args,files) :
+    #
+    # @TODO: Support for SQLite
+    pass
+def publish (src_args,dest_args,folder="/data"):
+    FILES = []
+    for root,_dir,f in os.walk(folder) :
+        if f :
+            FILES += [os.sep.join([root,name]) for name in f]
+    #
+    # @TODO: Add support for SQLite ....
+    
+    FILES = np.array_split(FILES,4)
+    

healthcareio/server/static/css/default.css

@@ -1,3 +1,4 @@
+
 .active {
     padding:4px;
     cursor:pointer;
@@ -6,3 +7,51 @@
 .active:hover{
     border-bottom:2px solid #ff6500; 
 }
+input[type=text]{
+    border:1px solid transparent;
+    background-color:#f3f3f3;
+    outline: 0px;
+    padding:8px;
+    font-weight:normal;
+    font-family:sans-serif;
+    color:black;
+}
+.active-button {
+    display:grid;
+    grid-template-columns: 32px auto;
+    gap:2px;
+    align-items:center;
+    border:2px solid #CAD5E0;
+    cursor:pointer;
+    
+}
+.active-button i {padding:4px;;}
+.active-button:hover { border-color:#ff6500}
+
+.system {display:grid; grid-template-columns: 45% 1px auto; gap:20px;  margin-left:5%; width:90%;}
+.system .status .item {display:grid; grid-template-columns: 75px 8px auto; gap:2px;}
+.input-form {display:grid; gap:2px;}
+.input-form .item {display:grid; grid-template-columns: 125px auto; gap:2px; align-items:center;}
+.input-form .item .label { font-weight:bold; padding-left:10px}
+.fa-cog {color:#4682B4}
+.fa-check {color:#00c6b3}
+.fa-times {color:maroon}
+
+.code {
+    margin:4px;
+    background:#000000 ;
+    padding:8px;
+    font-family: 'Courier New', Courier, monospace;
+    color:#d3d3d3;
+    font-size:12px;
+    line-height: 2;
+}
+
+.tabs {display:grid; grid-template-columns: repeat(3,1fr) auto; gap:0px; align-items:center; text-align: center;}
+.tab {border:1px solid transparent; border-bottom-color:#D3D3D3; font-weight:bold; padding:4px}
+
+.tabs .selected {border-color:#CAD5E0; border-bottom-color:transparent; }
+.system iframe {width:100%; height:100%; border:1px solid transparent;}
+.data-info {height:90%; padding:8px;}
+.fa-cloud {color:#4682B4}
+.fa-database{color:#cc8c91}

healthcareio/server/static/dialog.html

@@ -0,0 +1,21 @@
+<div class="dialog">
+    <div class="title-bar">
+        <div class="title bold" ></div>
+        <div class="active close" align="center"><i class="fas fa-times"></i></div>
+    </div>
+    <div class="message">
+        <div class="icon" align="center">
+            <i id="msg-icon"></i>
+        </div>
+        <div class="text"></div>
+    </div>
+
+    <div class="action">
+        <div class="active-button border-round" align="center">
+            <div align="center">
+                <i class="fas fa-check"></i>
+            </div>
+            <div class="bold">Ok</div>
+        </div>
+    </div>
+</div>

healthcareio/server/static/js/io/dialog.js

@@ -0,0 +1,75 @@
+/***
+ * This file will handle the dialog boxes as they and their associated configurations and function binding
+ */
+if (!dialog){
+    var dialog = {}
+}
+
+dialog.open = function(title,msg,pointer){
+    if (sessionStorage.dialog == null){
+
+    
+    var http = HttpClient.instance()
+        http.get(sessionStorage.io_context+'/static/dialog.html',function(x){
+            var html = x.responseText
+            jx.modal.show({html:html,id:'dialog'})
+            $('.dialog .title').text(title)            
+            $('.dialog .message .text').text(msg)
+            dialog.status.ask()
+            $('.dialog .action .active-button').on('click',pointer)
+            $('.dialog .title-bar .close').on('click',function(){dialog.close(0)})
+
+        })
+    }else{
+        var html = sessionStorage.dialog
+        jx.modal.show({html:html,id:'dialog'})
+        dialog.status.ask()
+        $('.dialog .action .active-button').on('click',pointer)
+        $('.dialog .title-bar .close').on('click',function(){dialog.close(0)})
+
+    }
+}
+dialog.bind = function(pointer){
+    if (pointer == null){
+        pointer = dialog.close
+    }
+    $('.dialog .action .active-button').off()
+    $('.dialog .action .active-button').on('click',pointer)
+}
+dialog.close = function(delay){
+    delay = (delay == null)?1750:delay
+    setTimeout(function(){
+        if ( $('.dialog').length > 0){
+            jx.modal.close()
+        }
+    },delay)
+}
+dialog.status = {}
+dialog.status.wait = function(){
+    $('.dialog .action .active-button').hide()
+}
+dialog.status.confirm = function(){
+    $('.dialog .action .active-button').show()
+}
+dialog.status.busy = function(){
+    $('.dialog .message #msg-icon').removeClass()
+    $('.dialog .message #msg-icon').addClass('fas fa-cog fa-4x fa-spin')
+    
+}
+dialog.status.fail = function(){
+    $('.dialog .message #msg-icon').removeClass()
+    $('.dialog .message #msg-icon').addClass('fas fa-times fa-4x')
+}
+dialog.status.ask = function(){
+    $('.dialog .message #msg-icon').removeClass()
+    $('.dialog .message #msg-icon').addClass('far fa-question-circle fa-4x')
+}
+dialog.status.warn = function(){
+    $('.dialog .message #msg-icon').removeClass()
+    $('.dialog .message #msg-icon').addClass('fas fa-exclamation-triangle fa-4x')
+}
+dialog.status.success = function(){
+    $('.dialog .message #msg-icon').removeClass()
+    $('.dialog .message #msg-icon').addClass('fas fa-check fa-4x')
+}
+

healthcareio/server/static/js/io/healthcare.js

@@ -0,0 +1,15 @@
+if (!healthcare) {
+    var healthcare = {io:{}}
+}
+healthcare.io = {'dialog':dialog,'confirmed':confirmed,'reset':reset,'update':update,'run':run,'publish':publish}
+healthcare.io.apply = function(){
+    var value = $('.input-form .item .procs').val()    
+    var folder= $('.input-form .item .folder').val()
+    $('.code .batch').html(value)
+    var http = HttpClient.instance()
+    http.setData({"batch":value,"resume":true,"folder":folder},"application/json")
+    http.post(sessionStorage.io_context+'/io/params',function(x){})
+}
+
+
+

healthcareio/server/static/js/io/io.js

@@ -0,0 +1,182 @@
+/**
+ * This file will depend on dialog.js (soft dependency). Some functions here will make calls to resources in dialog.js
+ */
+
+var reset = function(){
+    dialog.open('Healthcare/IO::Parser', 'Are you sure you would like to delete all data parsed? Click Ok to confirm',confirmed.reset)
+    
+}
+var update= function(){
+    dialog.open('Healthcare/IO::Parser','Update will change parsing configuration. Would you like to continue ?',confirmed.update)
+}
+var run = function(){
+    dialog.open('Healthcare/IO::Parser','Preparing parser, confirm to continue',confirmed.run)
+}
+var _queue = {socket:null}
+var confirmed = {}
+confirmed.run = function(){
+    dialog.status.busy()
+    dialog.status.wait()
+    $('.dialog .message .text').html('Initiating Parsing ...')
+    setTimeout(function(){
+        var http = HttpClient.instance()
+        http.post(sessionStorage.io_context+'/io/run',function(x){
+        //    dialog.handler = setInterval(function(){monitor.data()},750)
+        monitor.data()
+        //dialog.close()
+    
+        })
+    
+    },1000)
+}
+confirmed.reset = function(){
+    var uri = sessionStorage.io_context+'/reset'
+    var http= HttpClient.instance()
+    dialog.status.busy()
+    dialog.status.wait()
+    http.post(uri,function(x){
+       setTimeout(function(){
+        if (x.status == 200 && x.responseText == "1"){
+            dialog.status.success()
+            $('.dialog .message .text').html('Reset Healthcare/IO::Parser was successful!<br><div align="center">Dialog will be closing</div>')
+            dialog.close()
+        }else{
+            dialog.status.fail()
+            
+            
+        }
+
+       },2000)
+    })
+}
+
+confirmed.update = function(){
+    var uri = sessionStorage.io_context+'/update'
+    var email  = $('#email').val()
+    //
+    //-- validate the email
+    if (email.match(/^([^\s]+)@([^\s@]+)\.(org|com|edu|io)$/i)){
+        dialog.status.wait()
+        dialog.status.busy()
+        var http = HttpClient.instance()
+        http.setData({"email":email},"application/son")
+        setTimeout(function(){
+            http.post(uri,function(x){
+                if(x.status == 200 && x.responseText == "1"){
+                    dialog.status.success()
+                }else{
+                    
+                    dialog.status.fail()
+                    $('.dialog .message .text').html('Error code '+x.status)
+                    dialog.bind()
+                    dialog.status.confirm()
+                    $('.dialog .title-bar .title').html("Error found")
+            
+                }
+            })
+    
+        },1000)
+    }else{
+        dialog.status.fail()
+        dialog.bind()
+        $('.dialog .title-bar .title').text("Error found")
+        $('.dialog .message .text').html('Invvalid Email entered')
+        dialog.status.confirm()
+    }
+    
+}
+
+/**
+ * This namespace is designed to export data to either the cloud or to a database
+ */
+var publish={set:{}}
+publish.post = function(){
+    
+    if($('.jxmodal').length > 0){
+        jx.modal.close()
+    }
+    dialog.open('Export/ETL','Please wait')
+    dialog.status.busy()
+
+    var http = HttpClient.instance()
+    http.setData(JSON.parse(sessionStorage.export),"application/json")
+    http.post(sessionStorage.io_context+'/export',function(x){
+        if (x.status != 200){
+            setTimeout(function(){
+                $('.dialog .message .text').html('An error occurred with code '+x.status)
+                dialog.status.fail()
+                dialog.status.wait()
+    
+            },1500)
+            
+        }
+        //
+        // @TODO: Have progress be monitored for this bad boy i.e open the connection to socket and read in ...
+        //
+    })
+
+}
+publish.set.file = function(){
+    var file = $('#file')[0].files[0]
+    $('.file .name').html(file.name)
+    var button = $('.cloud input').prop('disabled',true)
+    var div = $('.cloud .file .fa-file-upload')[0]
+    $(div).empty()
+    $(div).addClass('fas fa-cog fa-spin')
+    var reader = new FileReader()
+    reader.readAsText(file)
+    
+    
+    reader.onload = function(){
+        _args = {"type":$('.cloud .id').html().trim(),"content":reader.result}
+        // _args = JSON.stringify(_args)
+        if (_args.content.match(/^\{.+/i) == null){
+            content = _args.content.split('\n')[1].split(',')
+            _args.content = {'bucket':'healthcareio','access_key':content[0].trim(),'secret_key':content[1].trim()}
+        }
+        sessionStorage.export = JSON.stringify(_args)
+    }
+    
+    reader.onloadend = function(){
+        setTimeout(function(){
+            var div = $('.cloud .file .fa-cog')[0]
+            $(div).empty()
+            $(div).addClass('fas fa-check')
+            $(div).removeClass('fa-spin')
+            // jx.modal.close()
+            
+            //setTimeout(jx.modal.close,1500)
+            publish.post()
+        },2000)    
+    }
+}
+publish.database = {}
+
+publish.database.init = function(id){
+    //
+    // we are expecting id in {mongo,couch,postgresql,mysql,sqlite}
+    // @TODO: Account for cloud service brokers like dropbox, box, one-drive and google-drive
+    sessionStorage.export = "{}"
+    p = {'id':id}
+    if (id.match(/(mongodb|postgresql|mysql|sqlite|couchdb)/i)){
+        var hide_id = '.store .cloud'
+        var show_id = '.store .database'
+    }else{
+        //
+        // @TODO: generate an error message
+        var show_id = '.store .cloud'
+        var hide_id = '.store .database'
+
+    }
+    var http = HttpClient.instance()
+    http.get(sessionStorage.io_context+'/export',function(x){
+        var html = x.responseText
+        jx.modal.show({'html':html,'id':'dialog'})
+        $(hide_id).hide(function(){
+            $(show_id).show()
+        })
+
+        $('.store .id').text(id)
+    })
+
+}

healthcareio/server/static/js/jx/rpc.js

@@ -61,8 +61,16 @@ jx.ajax.get.instance = function(){
                   this.obj.headers[key] = value;
               }
           }
-        this.setData = function(data){
+          this.setData = function(data,mimetype){
+              if(mimetype == null)
                   this.obj.data = data;
+              else {
+                  this.obj.headers['Content-Type'] = mimetype
+                  if(mimetype.match(/application\/json/i)){
+                      this.obj.data = JSON.stringify(data)
+                  }
+              }
+              
           }
           this.setAsync = function(flag){
               this.obj.async = (flag == true) ;
@@ -128,3 +136,4 @@ jx.ajax.get.instance = function(){
   // backward compatibility
   jx.ajax.getInstance = jx.ajax.get.instance ;
   var HttpClient = jx.ajax.get ;
+  

healthcareio/server/templates/header.html

@@ -0,0 +1,29 @@
+<meta charset="utf8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<meta http-equiv="Cache-Control" content="no-cache, no-store, must-revalidate" />
+<meta http-equiv="Pragma" content="no-cache" />
+<meta http-equiv="Expires" content="0" />
+<link rel="shortcut icon" href="{{context}}/static/img/logo.svg" type="image/icon type">
+<link rel="stylesheet" href="{{context}}/static/css/default.css" type="text/css">
+<script src="{{context}}/static/js/jx/rpc.js"></script>
+<script src="{{context}}/static/js/jx/dom.js"></script>
+<script src="{{context}}/static/js/jx/utils.js"></script>
+
+<script src="{{context}}/static/js/jquery.js"></script>
+
+<script src="https://cdn.jsdelivr.net/npm/apexcharts"></script>
+<link href="{{context}}/static/css/borders.css" type="text/css" rel="stylesheet">
+<link href="{{context}}/static/css/fa/css/all.css" type="text/css" rel="stylesheet">
+<script src="{{context}}/static/css/fa/js/all.js"></script>
+
+<div class="border-round border menu-bar">
+    <div class="menu">
+       Admin
+       <div class="menu-items border">
+           <div class="item">Setup</div>
+       </div>
+    </div>
+    <div class="menu">
+        Claims & Remits
+    </div>
+</div>

healthcareio/server/templates/index.html

@@ -8,6 +8,7 @@
 <script src="{{context}}/static/js/jx/rpc.js"></script>
 <script src="{{context}}/static/js/jx/dom.js"></script>
 <script src="{{context}}/static/js/jx/utils.js"></script>
+<script src="{{context}}/static/js/jx/ext/modal.js"></script>
 
 <script src="{{context}}/static/js/jquery.js"></script>
 
@@ -15,6 +16,9 @@
 <link href="{{context}}/static/css/borders.css" type="text/css" rel="stylesheet">
 <link href="{{context}}/static/css/fa/css/all.css" type="text/css" rel="stylesheet">
 <script src="{{context}}/static/css/fa/js/all.js"></script>
+<script src="{{context}}/static/js/io/dialog.js"></script>
+<script src="{{context}}/static/js/io/io.js"></script>
+<script src="{{context}}/static/js/io/healthcare.js"></script>
 <style>
     body {
         font-size:16px;
@@ -64,6 +68,7 @@
         scroll-behavior: smooth;
         gap:2px;
         padding:4px;
+        height:95%;
         
 
     }
@@ -81,12 +86,12 @@
         
 
     }
-    .dashboard .chart-pane .chart {
+    .dashboard .chart-pane .chart2 {
         max-height:99%;
         min-height:99%;
         height:99%;
     }
-    .dashboard .chart-pane .chart .graph {
+    .dashboard .chart-pane .chart2 .graph {
         
         
         max-height:100%;
@@ -95,7 +100,7 @@
 
 
     }
-    .dashboard .chart-pane .chart .graph .apexcharts-svg {
+    .dashboard .chart-pane .chart2 .graph .apexcharts-svg {
         /*border-radius:8px;*/
         background-color:#f3f3f3;
         max-height:100%;
@@ -161,7 +166,7 @@
     }
    
 
-    .gradient {  background-image: linear-gradient(to top,#F3F3F3, #D3D3D3, #F3F3F3);}
+    .gradient {  background-image: linear-gradient(to top,#F3F3F3, #FFFFFF, #FFFFFF);}
     .white {color:#ffffff}
     .scalar {
         display:grid;
@@ -172,23 +177,39 @@
         
         
         
+        
     }
     .shadow {
         box-shadow: 0px 4px 4px #d3d3d3;
     }
     .scalar-title { padding:8px; text-transform: capitalize; }
-    .scalar .value {font-size:32px; font-weight:bold; margin:4%;}
+    .scalar .value {font-size:32px; margin:4%;}
     .scalar .label {font-size:12px; text-transform:capitalize; text-overflow: ellipsis; display:grid; align-items: flex-end; text-align:center ;}
+    
+   
+    .monthly_patient_count, .taxonomy_code_distribution, .top_adjustment_codes, .adjustment_reasons {
+        grid-row:1 / span 3 ;
+        
+        
+    }
+
+
 </style>
 <script>
     sessionStorage.io_context  = "{{context}}"
     var plot = function(id,index){
+        $('.system').slideUp(function(){
+            $('.dashboard').slideDown()
+        })
+        
         var uri = ([sessionStorage.io_context,'format',id,index]).join('/')
         var httpclient = HttpClient.instance()
         //
         // @TODO: Let the user know something is going on .. spinner
         httpclient.post(uri,function(x){
+            
             var r = JSON.parse(x.responseText)
+            
             var pane = jx.dom.get.instance('DIV')
             var scalar_pane = jx.dom.get.instance('DIV')
             pane.id = r.id
@@ -202,8 +223,8 @@
             var p = jx.utils.patterns.visitor(r.pipeline,function(item){
                 var div = jx.dom.get.instance('DIV')
                 var frame = jx.dom.get.instance('DIV')
-                //div.className = 'chart border-round border'
+                //div.className = 'chart2 border-round border'
-                frame.className = 'chart border'
+                frame.className = 'chart2 border ' + item.label.toLowerCase().replace(/ /g,'_')
                 div.className = 'graph '
                 //frame.append(div)
                 //pane.append(frame)
@@ -212,8 +233,11 @@
              if(item.apex != null){   item.apex.title = {text:item.label}
                     frame.append(div)
                     pane.append(frame)
+                    if (item.apex.colors ){
                         delete item.apex.colors
-                    item.apex.theme= {
+                    }
+                    
+                    /*item.apex.theme= {
                         mode: 'material', 
                         palette: 'palette6', 
                         monochrome: {
@@ -222,8 +246,11 @@
                             shadeTo: 'light',
                             shadeIntensity: 0.65
                         },
-                    }
+                    }*/
                     item.apex.chart.height = '100%'
+                    delete item.apex.chart.width
+                    
+                    
                     return new ApexCharts(div,item.apex)
                 }else{
                     //frame.className = ''
@@ -283,29 +310,56 @@
         }
     }
     $(document).ready(function(){
+        $('.dashabord').hide()
         $('.item-group').slideUp()
+        var index = 0;
+        jx.utils.patterns.visitor($('.menu .items'), function(_item){
+            var node = $(_item).children()[0]
+            $(node).attr('index',index)
+            node.onclick = function(){ toggle($(this).attr('index')) }
+            index += 1;
+            
+        })
+        var year = (new Date()).getFullYear()
+        $('.year').text(year)
     })
 </script>
 <title>Healthcare/IO Analytics</title>
 <body>
-    <div class="pane border">
+    <div class="pane">
         <div class="header border-bottom">
-            <div class="caption">Healthcare/IO</div>
+            <div class="caption">Healthcare/IO :: Parser</div>
-            <div class="small">Analytics Dashboard</div>
+            <div class="small">Dashboard</div>
         </div>
         
-        <div class="menu border-right">
+        <div class="menu">
+            
            <div>
+                <div class="items">
+                    <div class="bold active" style="margin:4px; height:28px; display:grid; gap:2px; grid-template-columns:auto 32px;"> 
+                        <div>Setup</div>
+                        <div align="center" class="glyph" >
+                            
+                            <i class="fas fa-angle-down"></i>
+                        </div>
+                    </div>
+                    <div class="item-group border border-round">
+                        <div class="item small active" onclick="setup.open()">Configure Parser</div>
+                        
+                        <div class="item small active" onclick="healthcare.io.reset()">Reset Parser</div>
+
+                    </div>
+                </div>
             {% for key in sections %}
                 <div class="items">
-                <div class="bold active" onclick="toggle({{loop.index -1}})" style="margin:4px; height:28px; display:grid; gap:2px; grid-template-columns:auto 32px;"> 
+                    <div class="bold active" style="margin:4px; height:28px; display:grid; gap:2px; grid-template-columns:auto 32px;"> 
                         <div>{{key|safe}}</div>
                         <div align="center" class="glyph" >
                             
                             <i class="fas fa-angle-down"></i>
                         </div>
                     </div>                    
-                <div class="item-group border">
+                    <div class="item-group border border-round">
                         
                         {% for item in sections[key] %}
                             <div class="item small active" onclick="plot('{{key}}',{{loop.index-1}})">{{item.id}}</div>
@@ -315,18 +369,21 @@
             {% endfor %}
            </div>
             
-            <div style="display:grid; align-items:flex-end">
+            <div style="display:none; align-items:flex-end">
-                <div class="logs border" style="height:250px"></div>
+                <div class="logs chart" style=" align-items:center; display:grid" align="center"></div>
 
             </div>
             
         </div>
-        <div class="dashboard"> 
+       <div>
+            <div class="dashboard" style="display:none"></div>
+            
+            {%include 'setup.html' %}
             
        </div>
             
     </div>
     <div class="footer small">
-        &copy; Vanderbilt University Medical Center
+        Healthcare/IO :: Parser &copy; <span class="year">    </span>
     </div>
 </body>

healthcareio/server/templates/setup.html

@@ -0,0 +1,391 @@
+<style>
+    .system {height:99%; overflow:hidden;}
+    .data-info .board{ height:300px; display:grid; grid-template-columns:auto 200px 200px; gap:20px; align-items:center}
+    /*.board { background-image: linear-gradient(to bottom, #ffffff,#ffffff,#f3f3f3,#d3d3d3d3)}*/
+    .number {font-size:48px; font-family:courier;padding:8px; ;}
+    .etl {display:grid; grid-template-columns: 250px auto; gap:2;}
+    .chart {box-shadow : 0px 1px 4px 2px #d3d3d3; width:200px; height:250px;
+        display:grid; align-items:center;
+        background-image: linear-gradient(to bottom,#f3f3f3,#ffffff);
+        overflow:hidden;
+        
+        
+    }
+    
+    .dialog { width:450px; min-height:200px; display:grid; grid-template-rows: 40px 80% auto; gap:4px}
+    .dialog .title-bar { border-top-left-radius: 8px; border-top-right-radius: 8px ; padding:4px; background-color:#f3f3f3; gap:2px; display:grid; grid-template-columns: auto 32px; align-items:center}
+    .dialog .action {display:grid; align-items: flex-end; padding-left:25%; padding-right:25%;}
+    .dialog .message {display:grid; align-items: center; grid-template-columns: 20% auto;}
+    .dialog .message .text {line-height:2; text-transform: capitalize;}
+    .fa-exclamation-triangle {color:orange}
+    .fa-question-circle{color:#009df7}
+</style>
+
+<script src="https://cdn.socket.io/socket.io-1.3.5.js"></script>
+<script src="{{context}}/static/js/io/dialog.js"></script>
+<script src="{{context}}/static/js/io/io.js"></script>
+<script src="{{context}}/static/js/io/healthcare.js"></script>
+
+<script>
+    var select = function(node){
+        var value = $($(node).children()[0]).attr('data-value')
+        
+        jx.utils.patterns.visitor($('.tab'),function(_item){
+            var button = $(_item).children()[0]
+            $(_item).removeClass('selected')
+            //alert([$(button).attr('data-value'),value])
+            if($(button).attr('data-value') == value){
+                $(node).addClass('selected')
+                $('.'+value).show()
+                
+            }else{
+                var m = '.'+ $(button).attr('data-value')
+                
+                    $(m).hide()
+                
+                
+            }
+        })
+        
+    }
+    var monitor = {}
+    monitor.listen = {handler:null}
+    
+    monitor.data = function(){
+        var http = HttpClient.instance()
+        http.get("/data",function(x){
+            var r = JSON.parse(x.responseText)
+            var keys = jx.utils.keys(r) //-- process,files
+            for (var i in keys){                
+                var prefix = keys[i]
+                if(prefix == 'process'){
+                    if(r[prefix].counts != 0){
+                        //
+                        // We should insure the listeners are enabled
+                        if(monitor.listen.handler == null){
+                            monitor.listen.handler = setInterval(
+                                function(){
+                                    console.log('running ...')
+                                    monitor.data()},5000)
+
+                        }
+                    }else{
+                        if (monitor.listen.handler != null){
+                            
+                            clearInterval(monitor.listen.handler)
+                        }
+                        dialog.close()
+                    }
+                }
+                monitor.render(prefix,r[prefix])
+            }            
+        })
+    }
+    monitor.render = function(prefix,r){
+        prefix = '.'+prefix
+        
+        var div = jx.dom.get.instance('DIV')
+        var label = jx.dom.get.instance('DIV')
+        div.align = 'center'
+        
+        div.innerHTML = r.counts
+        div.className = 'number'
+        label.innerHTML = prefix.replace(/\./,'')
+        label.style.textTransform = 'capitalize'
+        label.className = 'small bold border-top'
+        div.append(label)
+        
+
+            $(prefix + ' .board').empty()
+            $(prefix+' .board').append(div)
+        
+        var charts = jx.utils.patterns.visitor(r.chart,function(option){
+            
+            
+                var div = jx.dom.get.instance('div')
+            
+                div.className = 'chart'
+                div.align='center'
+                $(prefix+' .board').append(div)
+                
+                var chart = new ApexCharts($(div)[0],option)
+                //chart.render()
+                div.chart = chart
+    
+            return chart
+
+        })  
+        var observers = jx.utils.patterns.visitor(charts,function(_item){
+            var m = function(_chart){
+                this.chart = _chart ;
+                this.apply = function(caller){this.chart.render();                     
+                    caller.notify()
+                }
+            }
+            return new m(_item)
+        })
+        jx.utils.patterns.observer(observers,'apply')
+        //jx.utils.patterns.iterator(charts,'render')
+        
+         /*setTimeout(function(){
+             jx.utils.patterns.visitor(charts,function(_item){_item.render()})
+         },1000)  */ 
+    }
+    var setup = {}
+    setup.open = function(){
+        $('.dashboard').slideUp(
+            function(){
+                $('.setup').slideDown()
+            }
+        )
+        
+    }
+
+    $(document).ready(function(){
+        /*var shandler = new io();
+
+        if (shandler.disconnected ==false){
+            shandler.disconnect()
+        }
+        var socket = io.connect()
+        socket.on('connect',function(e){
+            socket.emit('connect',{name:'steve'})
+        })
+        socket.on('update',function(e){
+            console.log(e)
+            console.log()
+        })
+       var socket = io.connect('http://localhost:81',{cors:{AccessControlAllowOrigin:'*'}}) //('http://localhost:81/stream')
+        socket.on('procs',function(e){
+            
+        })
+        socket.on('data',function(e){
+            
+            $('.logs').empty()
+            var div = $('.logs')
+            
+            var option = e.apex
+            option.plotOptions.pie.size = 220 
+            option.plotOptions.pie = {dataLabels: {show:true,name:{show:true},value:{show:true}}}
+            
+            option.legend.show = false
+            console.log(option)
+            c = new ApexCharts(div[0],option)
+            c.render()
+            socket.emit("procs",{"name":"steve"})
+        })*/
+    
+        select($('.tab')[0])
+        monitor.data()
+        
+        $('.email').text($('#email').val())
+    })
+</script>
+
+    
+    <div class="system setup">
+        <div class="status">
+            
+            {% if not store.type %}
+               <div >
+                   <span class="caption bold border-bottom" style="padding-right:10">Current Configuration</span>
+                   <p></p>
+                   <div style="display:grid; align-items:center; grid-template-columns:32px auto;">
+                       <i class="fa fa-times" style="font-size:28; margin:4px;"></i> <span>System needs to be initialized !</span>
+                   </div>
+                   <p></p>
+                   <div class="active-button border-round" style="width:50%">
+                        <div class="icon">
+                            <i class="fas fa-cog"  style="font-size:28"></i>
+                        </div>
+                        <div class="bold" align="center">Initialize</div>
+                    </div>
+               </div>
+            {% else %}
+                <div class="border-right">
+                    
+                    <span class="caption bold border-bottom" style="padding-right:10">Current Configuration</span>                        
+                    <p>
+                    </p>
+                    <div class="item" style="display:grid; align-items:center">
+                        <div class="bold" style="text-transform: capitalize;">Owner </div><div class="bold">:</div>
+                        <div>
+                            
+                            <input type="text" id="email" value="{{owner}}">
+                        </div>
+                    </div>
+
+                    <div class="item">
+                        <div class="bold" style="text-transform: capitalize;">store</div><div class="bold">:</div>
+                        <div class="">{{store.type}}</div>
+                    </div>
+                    <p></p>
+                    <div class="active-button border-round" style="width:50%" onclick="healthcare.io.update()">
+                        <div class="icon">
+                            <I class="fas fa-download" style="font-size:28"></I>
+                        </div>
+                        <div class="bold" align="center">Update Config</div>
+                    </div>
+                    <p>
+                        <div class="code">
+                            #<br>
+                            healthcare-io.py --init <span class="email"></span> --store mongo
+                        </div>
+                    </p>
+               </div>
+               
+            {%endif%}
+            <p></p>
+            <br>
+            <div class="border-right">
+                <span class="caption bold border-bottom" style="padding-right:10">Manage Plan</span>
+                <p></p>
+                <div style="line-height: 2;">Insure your account is tied to a cloud service provider. 
+                    <br>We support <span class="bold">google-drive, dropbox, one-drive or box. </span>
+                </div>
+                <p>
+                    <div class="bold active-button border-round" style="width:50%" onclick="jx.modal.show({url:'https://healthcareio.the-phi.com/store/healthcareio/plans'})">
+                        <div>
+                            <img src="{{context}}/static/img/logo.svg" />
+                        </div>
+                        <div align="center">Open Plan Console</div>
+                    </div>
+                    </p>
+                
+            </div>
+            <br>
+            <div class="border-right" style="height:30%"></div>
+        </div>
+        <div class="_border-right"></div>
+        <div >
+            <span class="caption bold border-bottom" style="padding-right:10">
+                Manage Processes</span>
+            <p>
+                <div class="input-form" style="grid-template-columns: 30% auto;">
+                    <div class="item" style="grid-row:1; grid-column:1; ">
+                        <div class="label">Process #</div>
+                        <input type="text" class="procs batch"placeholder="#" style="width:64px; text-align:right" value="{{args.batch}}" onchange="healthcare.io.apply()"/>
+                    </div>
+                    <div class="item" style="grid-row:1; grid-column:2 ">
+                        <div class="label">Folder #</div>
+                        <input type="text" placeholder="Process counts" value="/data"/ class="data folder" disabled>
+                    </div>                                                         
+                    
+                </div>
+                <div style="display:grid; grid-template-columns:repeat(2,215px); gap:2px;">
+                    <div class="active-button border-round bold io-apply" style="margin-top:32; display:none" onclick="healthcare.io.apply()">
+                        <div class="icon"><i class="far fa-save" style="font-size:28; color:#4682B4"></i></div>
+                        <div align="center">Apply</div>
+                    </div>
+                    <div class="active-button border-round bold" style="margin-top:32" onclick="healthcare.io.stop()">
+                        <i class="far fa-stop-circle" style="font-size:28; color:maroon"></i>
+                        
+                        <div align="center">Stop</div>
+                    </div>
+                    <div class="active-button border-round bold" style="margin-top:32" onclick="healthcare.io.run()">
+                        <i class="fas fa-running" style="font-size:28; color:green"></i>
+                        <div align="center">Run</div>
+                    </div>
+
+                </div>                   
+               
+            </p>
+            <p>
+                <div class="code">
+                    <div class="bold"># The command that will be executed</div>
+                    <div>healthcare-io.py --parse --folder /data --batch <span class="batch">{{args.batch}}</span></div>
+                </div>
+            </p>
+            <p>
+                <div style="display:grid; grid-template-columns:auto 48px ; gap:2px">
+                    <div class="bold caption border-bottom">Process Monitoring</div>
+                    <div class="active" align="center" title="reload" onclick="monitor.data()"><i class="fas fa-sync"></i></div>
+                </div>
+                <div class="small">Powered by smart-top</div>
+                <p></p>
+                <div class="tabs">
+                    <div class="tab selected" onclick="select(this)">
+                        <div class="active" data-value="process" >
+                            <i class="far fa-clock" style="color:maroon"></i>
+                            <span>Process</span>
+                        </div>
+                    </div>
+                    <div class="tab" onclick="select(this)">
+                        <div class="active" data-value="files"><i class="fas fa-file-alt"></i> Files</div>
+                    </div>
+                    <div class="tab" onclick="select(this)">
+                        <div class="active" data-value="export"><i class="fas fa-upload"></i> Export</div>
+                    </div>
+                    
+                </div>
+                <div class="data-info">
+                    <div class="process ">
+                        
+                        <div class="board"></div>
+                       <div class="small" align="center">
+                            <div class="border-top bold" style="color:#4682B4;">Running Processes and resource usage</div>
+                       </div>
+                    </div>
+                    <div class="files">
+                        <div class="board"></div>
+                        <div class="small" align="center">
+                            <div class="border-top bold" style="color:#4682B4;">Summary of files found and processed</div>
+                       </div>
+
+                    </div>
+                    <div class="export">
+                        <p></p>                        
+                        <div class="etl">
+                            <div class="" >
+                                <div class="menu" style="position:absolute; width:200">
+                                    <div class="items ">
+                                        <div class="bold active" style="display:grid; grid-template-columns:80% auto;">
+                                            <span>
+                                                <i class="fas fa-cloud"></i>
+                                                Cloud</span>
+                                            <span class="glyph">
+                                                <i class="fas fa-angle-down"></i>
+                                            </span>
+                                        </div>
+                                        <div class="item-group border-round border small">
+                                            <div class="item" onclick="healthcare.io.publish.database.init('s3')">AWS S3</div>
+                                            <div class="item" onclick="healthcare.io.publish.database.init('bigquery')">Google Bigquery</div>
+                                            
+                                        </div>
+                                    </div>
+                                   <div class="items ">
+                                       <div class="bold active"style="display:grid; grid-template-columns:80% auto;">
+                                            <span>
+                                                <i class="fas fa-database"></i>
+                                                Database</span>
+                                            <span class="glyph">
+                                                <i class="fas fa-angle-down"></i>
+                                            </span>
+                                        </div>
+                                       <div class="item-group border-round border small">
+                                           <div class="bold">SQL</div>
+                                           
+                                                <div class="item" style="margin-left:15px; margin-right:32px" onclick="healthcare.io.publish.database.init('postgresql')">PostgreSQL</div>
+                                                <div class="item" style="margin-left:15px; margin-right:32px" onclick="healthcare.io.publish.database.init('mysql')">MySQL</div>
+                                                
+         
+                                           
+                                           <div class="bold">NoSQL</div>
+                                            <div class="item" style="margin-left:15px; margin-right:32px" onclick="healthcare.io.publish.database.init('mongodb')">Mongodb</div>
+                                            <div class="item" style="margin-left:15px; margin-right:32px" onclick="healthcare.io.publish.database.init('couchdb')">Couchdb</div>
+                                       </div>
+                                   </div>
+                                </div>
+                            </div>
+                            <div>
+                                <div class="active-button border-round" style="width:50%">
+                                    <div class="icon"><i class="fas fa-running" style="font-size:28"></i></div> <div class="bold" align="center">Start</div>
+                                </div>
+                            </div>
+                        </div>
+
+                    </div>
+                </div>
+            </p>
+        </div>
+    </div>

healthcareio/server/templates/store.html

@@ -0,0 +1,78 @@
+<link href="{{context}}/static/css/fa/css/all.css" type="text/css" rel="stylesheet">
+<link rel="stylesheet" href="{{context}}/static/css/default.css" type="text/css">
+<link href="{{context}}/static/css/borders.css" type="text/css" rel="stylesheet">
+<style>
+    .form , input{font-family:sans-serif; font-size:18px}
+    .form .small {font-size:14px; line-height:2}
+    .mongo, .couchdb{
+    
+        display:grid;
+        gap:2px;
+    }
+    .grid-full {display:grid; grid-template-columns: 100%;}
+    .grid-split-half {display:grid; grid-template-columns: 50% 50%; gap:2px;}
+    .store .title-bar {display:grid; align-items:center; grid-template-columns: auto 32px; padding:8px;}
+    .file {display:grid; align-items:center; grid-template-columns: 40% auto; gap:2px; font-family:sans-serif; padding:8px}
+    .file input {display:none}
+    .file label {padding:8px;}
+    
+    
+</style>
+<div class="store">
+    
+    <div class="title-bar">
+        <div class="caption">Export Module <span class="bold id"></span></div>
+        <div class="active" align="center" onclick="jx.modal.close()">
+            <i class="fas fa-times"></i>
+        </div>
+    </div>
+    <p></p>
+
+    <div class="cloud form border-round">
+        <div class="small border-round">
+            Please provide select access-key file or service account key file to perform ETL            
+            to <span class="bold id"></span>. <br>The files will be re-created in JSON format
+        </div>
+        <div class="file">
+            <label class="active-button border-round">
+                <span style="font-family:sans-serif">
+                    <i class="icon fas fa-file-upload" style="font-size:24px"></i>
+                </span>               
+                <div>Select key file</div> 
+                <input type="file" id="file" aria-label="File browser example" onchange="publish.set.file()">
+
+            </label>
+            <div class="name small black bold" style="padding-left:24px"></div>
+        </div>
+    </div>
+   <div class="database form border-round">
+       <div class="small border-round">
+        Tables / collections will be automatically inferred in the <span class="bold id"></span>
+       </div>
+        <div class="mongo">
+
+            <div class="grid-split-half">
+                <input type="text" class="host" placeholder="host:port"/>
+                <input type="text" class="host" placeholder="database"/>
+            </div>
+           
+            <div class="grid-split-half">
+                <input type="text" placeholder="user"/>
+            
+                <input type="text" placeholder="password"/>
+            </div>
+
+        </div>
+        <p></p>
+        <div>
+            <br>
+            <div class="active-button border-round" style="margin-left:30%; margin-right:30%">
+                <div class="icon">
+                    <i class="fas fa-check"></i>
+                </div>
+                <div class="bold" align="center">Export Now</div>
+            </div>
+        </div>
+    
+   </div>
+</div>

healthcareio/x12/__init__.py

@@ -24,6 +24,7 @@ import sys
 from itertools import islice
 from multiprocessing import Process
 import transport
+import jsonmerge
 class void :
     pass
 class Formatters :
@@ -49,8 +50,9 @@ class Formatters :
         """
         This function is designed to split an x12 row and 
         """
-        if row.startswith(prefix) is False:
         value = []
+        if row.startswith(prefix) is False:
+            
             
             for row_value in row.replace('~','').split(sep) :
                 
@@ -65,10 +67,12 @@ class Formatters :
                 else :
                     
                     value.append(row_value.replace('\n',''))
-            return [xchar.replace('\r','') for xchar in value] #row.replace('~','').split(sep)
+            value =  [xchar.replace('\r','') for xchar in value] #row.replace('~','').split(sep)
         else:
             
-            return [ [prefix]+ self.split(item,'>') for item in row.replace('~','').split(sep)[1:] ]
+            value =  [ [prefix]+ self.split(item,'>') for item in row.replace('~','').split(sep)[1:] ]
+        
+        return value if type(value) == list and type(value[0]) != list else value[0]
     def get_config(self,config,row):
         """
         This function will return the meaningfull parts of the configuration for a given item
@@ -92,7 +96,6 @@ class Formatters :
             if _row[0] in config['SIMILAR']    :
                 key = config['SIMILAR'][_row[0]]
                 _info = config[key]
-        
         return _info
     
     def hash(self,value):
@@ -170,27 +173,56 @@ class Formatters :
     def pos(self,value):
         """
             formatting place of service information within a segment (REF)
+            @TODO: In order to accomodate the other elements they need to be specified in the configuration
+                Otherwise it causes problems on export
         """
         
         xchar = '>' if '>' in value else ':'
         x = value.split(xchar)    
         x =  {"code":x[0],"indicator":x[1],"frequency":x[2]} if len(x) == 3 else {"code":x[0],"indicator":None,"frequency":None}
-        return x
+        return x['code']
 class Parser (Process):
     def __init__(self,path):
+        """
+            :path       path of the configuration file (it can be absolute)
+        """
         Process.__init__(self)
         self.utils  = Formatters()
         self.get    = void()
         self.get.value = self.get_map
         self.get.default_value = self.get_default_value
         _config = json.loads(open(path).read())
-        
+        self._custom_config = self.get_custom(path)
         self.config = _config['parser']
         self.store  = _config['store']        
         
         self.files = []
         self.set = void()
         self.set.files = self.set_files
+        self.emit = void()
+        self.emit.pre =  None
+        self.emit.post = None
+    def get_custom(self,path) :
+        """
+        :path   path of the configuration file (it can be absolute)
+        """
+        #
+        #
+        _path = path.replace('config.json','')
+        if _path.endswith(os.sep) :
+            _path = _path[:-1]
+        
+        _config = {}
+        _path = os.sep.join([_path,'custom'])
+        if os.path.exists(_path) :
+            
+            files = os.listdir(_path)
+            if files :
+                fullname = os.sep.join([_path,files[0]])
+                
+                _config = json.loads ( (open(fullname)).read() )
+        return _config
+
     def set_files(self,files):
         self.files = files
     def get_map(self,row,config,version=None):
@@ -241,15 +273,18 @@ class Parser (Process):
                         
                         value = {key:value} if key not  in value else value
                         
+                        
                     else:
                         if 'syn' in config and value in config['syn'] :
                             value = config['syn'][value]
                     if type(value) == dict :
                         
                         object_value = dict(object_value, **value) 
+                        
                     else:
                         
                         object_value[key] = value
+                        
         else:
             #
             # we are dealing with a complex object
@@ -269,25 +304,35 @@ class Parser (Process):
         return object_value
     def apply(self,content,_code) :
         """
-            :file content i.e a segment with the envelope
+        :content    content of a file i.e a segment with the envelope
         :_code  837 or 835 (helps get the appropriate configuration)
         """
         util   = Formatters()
         # header       = default_value.copy()
         value = {}
+        
         for row in content[:] :
             
+            
             row     = util.split(row.replace('\n','').replace('~',''))
             _info   = util.get.config(self.config[_code][0],row)
+            if self._custom_config and _code in self._custom_config:
+                _cinfo   = util.get.config(self._custom_config[_code],row)
+            else:
+                _cinfo = {}
+            # _info   = self.consolidate(row=row,type=_code,config=_info,util=util)
+            # print ([row[0],_info])
+            # print ()
+            # continue
+            # _cinfo   = util.get.config(self._custom_config[_code],row)
+            
             
             if _info :
-                try:
 
+                try:
+                    _info = jsonmerge.merge(_info,_cinfo)
                     tmp = self.get.value(row,_info)
-                    # if 'P1080351470' in content[0] and 'PLB' in row:
+                    
-                    #     print (_info)
-                    #     print (row)
-                    #     print (tmp)
                     if not tmp :
                         continue 
                     if 'label' in _info :
@@ -300,10 +345,10 @@ class Parser (Process):
                         else:
                             if label not in value:   
                                 value[label] = [tmp]
-                            elif len(list(tmp.keys())) == 1 :
+                            # elif len(list(tmp.keys())) == 1 :
-                                # print "\t",len(claim[label]),tmp
+                            #     # print "\t",len(claim[label]),tmp
-                                index = len(value[label]) -1 
+                            #     index = len(value[label]) -1 
-                                value[label][index] = dict(value[label][index],**tmp)
+                            #     value[label][index] = dict(value[label][index],**tmp)
                             else:
                                 value[label].append(tmp)                        
                         tmp['_index'] = len(value[label]) -1 
@@ -319,7 +364,9 @@ class Parser (Process):
                     elif 'field' in _info :
                         
                         name = _info['field']
-                        value[name] = tmp
+                        # value[name] = tmp
+                        value = jsonmerge.merge(value,{name:tmp})
+                      
                     else:
                         
 
@@ -334,6 +381,7 @@ class Parser (Process):
         return value if value else {}
 
     def get_default_value(self,content,_code):
+        
         util = Formatters()
         TOP_ROW = content[1].split('*')
         CATEGORY= content[2].split('*')[1].strip()
@@ -352,6 +400,8 @@ class Parser (Process):
             value['payer_id'] = SENDER_ID               
         else:
             value['provider_id'] = SENDER_ID
+        #
+        # Let's parse this for default values            
         return value
 
     def read(self,filename) :
@@ -374,8 +424,14 @@ class Parser (Process):
                 INITIAL_ROWS = file[:4]
             if len(INITIAL_ROWS) < 3 :
                 return None,[{"name":filename,"completed":False}],None
-            section = 'HL' if INITIAL_ROWS[1].split('*')[1] == 'HC' else 'CLP'            
+            # section = 'HL' if INITIAL_ROWS[1].split('*')[1] == 'HC' else 'CLP'       
-            _code   = '837' if section == 'HL' else '835'
+            # _code   = '837' if section == 'HL' else '835'
+            # print ([_code,section])
+            _code = INITIAL_ROWS[2].split('*')[1].strip()
+            # section = 'CLP' if _code == '835' else 'HL'
+            section  = self.config[_code][0]['SECTION'].strip()
+            #
+            # adjusting the 
             DEFAULT_VALUE = self.get.default_value(INITIAL_ROWS,_code)
             DEFAULT_VALUE['name'] = filename.strip()
             #
@@ -383,22 +439,30 @@ class Parser (Process):
             #   index 1 identifies file type i.e CLM for claim and CLP for remittance
             segment = []
             index = 0;
+            _toprows = []
             for row in file :
+                row = row.replace('\r','')
+                if not segment and not row.startswith(section):
+                    _toprows += [row]
                 if row.startswith(section) and not segment:
                     
                     segment = [row]
+
                     continue
                     
                 elif segment and not row.startswith(section):
                     
                     segment.append(row)
                 
+                    
                 if len(segment) > 1 and row.startswith(section):
                     #
                     # process the segment somewhere (create a thread maybe?)
                     # 
                     # default_claim = dict({"index":index},**DEFAULT_VALUE)
+                    # print (_toprows)
                     _claim = self.apply(segment,_code)
+                    
                     # if _claim['claim_id'] == 'P1080351470' :
                     #     print (_claim)
                         # _claim = dict(DEFAULT_VALUE,**_claim)
@@ -418,12 +482,14 @@ class Parser (Process):
                 claim = self.apply(segment,_code)
                 if claim :
                     claim['index'] = len(claims)
+                    claim = jsonmerge.merge(claim,self.apply(_toprows,_code))
                     claims.append(dict(DEFAULT_VALUE,**claim))
             if type(file) != list :
                 file.close()
 
             # x12_file = open(filename.strip(),errors='ignore').read().split('\n')
         except Exception as e:
+           
             logs.append ({"parse":_code,"completed":False,"name":filename,"msg":e.args[0]})
             return [],logs,None
         
@@ -432,6 +498,9 @@ class Parser (Process):
         # self.finish(claims,logs,_code)
         return claims,logs,_code    
     def run(self):
+        if self.emit.pre :
+            self.emit.pre()
+
         for filename in self.files :
             content,logs,_code = self.read(filename)
             self.finish(content,logs,_code)
@@ -441,14 +510,22 @@ class Parser (Process):
         if args['type'] == 'mongo.MongoWriter' :
             args['args']['doc'] = 'claims' if _code == '837' else 'remits'
             _args['args']['doc'] = 'logs'
+        else:
+            args['args']['table'] = 'claims' if _code == '837' else 'remits'
+            _args['args']['table'] = 'logs'
+
         if content      :
             writer = transport.factory.instance(**args)
             writer.write(content)
             writer.close()
         if logs :
+            
             logger = transport.factory.instance(**_args)
             logger.write(logs)
+            
             logger.close()
+        if self.emit.post :
+            self.emit.post(content,logs)
 
 
 

setup.py

@@ -8,14 +8,15 @@ import sys
 def read(fname):
     return open(os.path.join(os.path.dirname(__file__), fname)).read() 
 args = {
-    "name":"healthcareio","version":"1.3.7",
+    "name":"healthcareio","version":"1.4.8",
     "author":"Vanderbilt University Medical Center",
     "author_email":"steve.l.nyemba@vumc.org",
+    "include_package_data":True,
     "license":"MIT",
     "packages":find_packages(),
     "keywords":["healthcare","edi","x12","analytics","835","837","data","transport","protocol"]
 }
-args["install_requires"] = ['seaborn','jinja2', 'weasyprint','data-transport@git+https://dev.the-phi.com/git/steve/data-transport.git','pymongo','numpy','cloudant','pika','boto','flask-session','smart_open']
+args["install_requires"] = ['flask-socketio','seaborn','jinja2','jsonmerge', 'weasyprint','data-transport@git+https://healthcareio.the-phi.com/git/code/transport.git','pymongo','numpy','cloudant','pika','boto','botocore','flask-session','smart_open','smart-top@git+https://healthcareio.the-phi.com/git/code/smart-top.git@data-collector']
 args['url'] = 'https://hiplab.mc.vanderbilt.edu'
 args['scripts']= ['healthcareio/healthcare-io.py']
 # args['entry_points'] = {