Mass appraisal Node. Provides tools for doing multiple regression.
http://openshift.github.io/documentation/oo_cartridge_guide.html#nodejs
rhc scp massappraisal upload plr.zip app-root/data
#Merge local git with openshift git push ssh://54b1c9de5973ca47ad000163@massappraisal-reais.rhcloud.com/~/git/massappraisal.git/ master
http://arvelmhale.blogspot.com/2015/01/compiling-mapcache-node-mapserv-node.html http://arvelmhale.blogspot.com/2015/01/installing-r-statistical-software-in.html
See docs folder for installation guides.
$OPENSHIFT_DATA_DIR rpm2cpio $pkg.rpm | cpio -idmv
yum --installroot=$OPENSHIFT_DATA_DIR install $pkg.rpm
ftp://rpmfind.net/linux/epel/6/x86_64/R-3.1.2-1.el6.x86_64.rpm
Download R to $OPENSHIFT_DATA_DIR wget http://cran.wustl.edu/src/base/R-3/R-3.1.2.tar.gz
tar zvfz R-3.1.2.tar.gz cd R-3.1.2
./configure --enable-R-shlib --prefix=$OPENSHIFT_DATA_DIR make make install DESTDIR=$OPENSHIFT_DATA_DIR
Download plr from: http://www.joeconway.com/plr/ wget http://www.joeconway.com/plr/plr-8.3.0.15.tar.gz tar xvfz plr-8.3.0.15.tar.gz cd plr export R_HOME=$OPENSHIFT_DATA_DIR/src/R-3.1.2 ---./configure --prefix=$OPENSHIFT_DATA_DIR/R-3.1.2 USE_PGXS=1 make USE_PGXS=1 make install DESTDIR=$OPENSHIFT_DATA_DIR
objdump -x plr.so|grep RPATH readelf -d plr.so | head -20
rhc env set PATH=/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/runtime/repo/node_modules/.bin:/var/lib/openshift/54b1c9de5973ca47ad000163/.node_modules/.bin:/opt/rh/node js010/root/usr/bin:/opt/rh/postgresql92/root/usr/bin:/bin:/usr/bin:/usr/sbin:/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/R/bin -a massappraisal
-rhc env set LD_LIBRARY_PATH=/opt/rh/postgresql92/root/usr/lib64:/opt/rh/nodejs010/root/usr/lib64:/opt/rh/v8314/root/usr/lib64:/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/R-3.1.2/lib:/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/opt/rh/postgresql92/root/usr/lib64/pgsql/ -a massappraisal
rhc env set LD_LIBRARY_PATH=/opt/rh/postgresql92/root/usr/lib64:/opt/rh/nodejs010/root/usr/lib64:/opt/rh/v8314/root/usr/lib64:/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/lib -a massappraisal
import os, sys sys.path.append('/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/gyp/lib/python2.6/site-packages/') import gyp
rhc env set PYTHONPATH=/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/gyp/lib/python2.6/site-packages/ -a massappraisal --rhc env set R_HOME=/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/R -a massappraisal rhc env set R_HOME=/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/src/R-3.1.2 -a massappraisal --rhc env set R_HOME=/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/R/lib64/R/bin -a massappraisal --rhc env set GDAL_DATA=/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/R-3.1.2 -a massappraisal
select plr_set_rhome('/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/R/') ; select plr_set_rhome('/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/R/') ;
rhc app restart -a massappraisal
ln -s /var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/R-3.1.2/lib/libR.so psql -f /var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/opt/rh/postgresql92/root/usr/share/pgsql/extension/plr.sql
ls /var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/opt/rh/postgresql92/root/usr/lib64/pgsql/plr.so
set dynamic_library_path = '/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/R-3.1.2/lib/:/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/opt/rh/postgresql92/root/usr/lib64/pgsql/:$libdir';
set dynamic_library_path = '/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/lib:/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/R-3.1.2/lib/:$libdir'; set dynamic_library_path = '/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/lib:$libdir'; set dynamic_library_path = '/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/src/R-3.1.2:$libdir';
CREATE TYPE plr_environ_type AS (name text, value text); CREATE OR REPLACE FUNCTION plr_environ () RETURNS SETOF plr_environ_type AS '/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/lib/plr','plr_environ' LANGUAGE C;
ALTER ROLE dbuser SET search_path TO reaisincva,public; --ALTER ROLE dbuser SET dynamic_library_path TO '/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/lib:$libdir'; ALTER ROLE dbuser SET dynamic_library_path TO '/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/src/R-3.1.2:$libdir'; select plr_set_rhome('/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/src/R-3.1.2') ;
Testing with install folder for R rhc env set LD_LIBRARY_PATH=/opt/rh/postgresql92/root/usr/lib64:/opt/rh/nodejs010/root/usr/lib64:/opt/rh/v8314/root/usr/lib64:/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/lib -a massappraisal rhc env set R_HOME=/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/R/lib64/R -a massappraisal select plr_set_rhome('/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/R/lib64/R') ; set dynamic_library_path = '/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/R/lib64/lib:$libdir'; ALTER ROLE dbuser SET dynamic_library_path TO '/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/lib:/var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/R/lib64/lib:$libdir'; rhc app restart -a massappraisal
#upload/download
rhc scp tileserver download ./ /var/lib/openshift/54510e5ce0b8cd182600047b/app-root/repo/node_modules/node-mapserv.zip rhc scp tileserver download ./ /var/lib/openshift/54510e5ce0b8cd182600047b/app-root/data/lib/*
rhc scp massappraisal upload C:\enide\ws\openshift\lib.zip /var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/ rhc scp massappraisal upload C:\enide\ws\openshift\node-mapserv.zip /var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/
rhc scp massappraisal download ./ /var/lib/openshift/54b1c9de5973ca47ad000163/app-root/data/lib.zip rhc scp massappraisal download ./ /tmp/R.zip
rhc scp tileserver upload C:\enide\ws\openshift\lib.zip /var/lib/openshift/54510e5ce0b8cd182600047b/app-root/data/ rhc scp tileserver upload C:\enide\ws\openshift\R.zip /var/lib/openshift/54510e5ce0b8cd182600047b/app-root/data/ rhc env set LD_LIBRARY_PATH=/opt/rh/postgresql92/root/usr/lib64:/opt/rh/nodejs010/root/usr/lib64:/opt/rh/v8314/root/usr/lib64:/var/lib/openshift/54510e5ce0b8cd182600047b/app-root/data/lib -a tileserver
#nodejs
rhc scp nodejs upload C:\enide\ws\openshift\R-3.1.2.tar.gz /var/lib/openshift/545108f14382eceab50005e9/app-root/data/ rhc scp nodejs upload C:\enide\ws\openshift\plr-8.3.0.15.tar.gz /var/lib/openshift/545108f14382eceab50005e9/app-root/data/
#nodejs rhc env set R_HOME=/var/lib/openshift/545108f14382eceab50005e9/app-root/data/R/lib64/R/bin -a nodejs
rhc env set LD_LIBRARY_PATH=/opt/rh/postgresql92/root/usr/lib64:/opt/rh/nodejs010/root/usr/lib64:/opt/rh/v8314/root/usr/lib64:/var/lib/openshift/545108f14382eceab50005e9/app-root/data/R/lib64/R/lib -a nodejs
CREATE OR REPLACE FUNCTION plr_call_handler() RETURNS LANGUAGE_HANDLER AS '/var/lib/openshift/545108f14382eceab50005e9/app-root/data/R/lib64/R/lib/plr' LANGUAGE C;
CREATE OR REPLACE LANGUAGE plr HANDLER plr_call_handler;
CREATE TYPE plr_environ_type AS (name text, value text); CREATE OR REPLACE FUNCTION plr_environ () RETURNS SETOF plr_environ_type AS '/var/lib/openshift/545108f14382eceab50005e9/app-root/data/R/lib64/R/lib/plr','plr_environ' LANGUAGE C;
-Wl,-rpath,/var/lib/openshift/545108f14382eceab50005e9/app-root/data/R/lib64/R/lib/
#copy from one schema to another
create table arvelmhale40.demodata14 (LIKE reaisincva.demodata14 INCLUDING CONSTRAINTS INCLUDING INDEXES) ; create table arvelmhale40.demodata14_stats (LIKE reaisincva.demodata14_stats INCLUDING CONSTRAINTS INCLUDING INDEXES) ; create table arvelmhale40.demodata14_vars (LIKE reaisincva.demodata14_vars INCLUDING CONSTRAINTS INCLUDING INDEXES) ; create table arvelmhale40.demodatasubject15 (LIKE reaisincva.demodatasubject15 INCLUDING CONSTRAINTS INCLUDING INDEXES) ; create table arvelmhale40.demodatasubject15_stats (LIKE reaisincva.demodatasubject15_stats INCLUDING CONSTRAINTS INCLUDING INDEXES) ; create table arvelmhale40.demodatasubject15_vars (LIKE reaisincva.demodatasubject15_vars INCLUDING CONSTRAINTS INCLUDING INDEXES) ; create table arvelmhale40.homesite_singlesubject18 (LIKE reaisincva.homesite_singlesubject18 INCLUDING CONSTRAINTS INCLUDING INDEXES) ; create table arvelmhale40.homesite_singlesubject18_stats (LIKE reaisincva.homesite_singlesubject18_stats INCLUDING CONSTRAINTS INCLUDING INDEXES) ; create table arvelmhale40.homesite_singlesubject18_vars (LIKE reaisincva.homesite_singlesubject18_vars INCLUDING CONSTRAINTS INCLUDING INDEXES) ; create table arvelmhale40.homesites17 (LIKE reaisincva.homesites17 INCLUDING CONSTRAINTS INCLUDING INDEXES) ; create table arvelmhale40.homesites17_stats (LIKE reaisincva.homesites17_stats INCLUDING CONSTRAINTS INCLUDING INDEXES) ; create table arvelmhale40.homesites17_vars (LIKE reaisincva.homesites17_vars INCLUDING CONSTRAINTS INCLUDING INDEXES) ; create table arvelmhale40.projects (LIKE reaisincva.projects INCLUDING CONSTRAINTS INCLUDING INDEXES) ; create table arvelmhale40.tables (LIKE reaisincva.tables INCLUDING CONSTRAINTS INCLUDING INDEXES) ;
create table reaisincva.mupolygon as select a.* from az.mupolygon a,reaisincva.homesites150 b where b.wkb_geometry && a.wkb_geometry; create table reaisincva.component as select a.* from az.component a,reaisincva.mupolygon b where b.mukey = a.mukey; create table reaisincva.valu1 as select a.* from az.valu1 a,reaisincva.mupolygon b where b.mukey = a.mukey; create table reaisincva.muaggatt as select a.* from az.muaggatt a,reaisincva.mupolygon b where b.mukey = a.mukey;
pg_dump -c -d soils -U postgres -t reaisincva.mupolygon > soils.sql pg_dump -c -d soils -U postgres -t reaisincva.component >> soils.sql pg_dump -c -d soils -U postgres -t reaisincva.valu1 >> soils.sql pg_dump -c -d soils -U postgres -t reaisincva.muaggatt >> soils.sql
--load soils into PG ogr2ogr -f Postgresql PG:"dbname=soils user=postgres password=postgres active_schema=wa" gssurgo_g_wa.gdb mupolygon -nln mupolygon ogr2ogr -f Postgresql PG:"dbname=soils user=postgres password=postgres active_schema=wa" gssurgo_g_wa.gdb muaggatt -nln muaggatt ogr2ogr -f Postgresql PG:"dbname=soils user=postgres password=postgres active_schema=wa" gssurgo_g_wa.gdb component -nln component ogr2ogr -f Postgresql PG:"dbname=soils user=postgres password=postgres active_schema=wa" valu_fy2014.gdb valu1 -nln valu1
ogr2ogr -f Postgresql PG:"dbname=soils user=postgres password=postgres active_schema=reaisincva" "C:\massappraisal\chelan\sales\All sales 2013-2015.csv" -nln chelan_sales -overwrite select public.update_saledate('reaisincva','chelan_sales');
--add fields to _stats file select column_name,data_type from information_schema.columns where table_schema='reaisincva' and table_name = 'chelan_sales' and column_name not in('ogc_fid','wkb_geometry','id','shape_leng','shape_area','_acres_total') and data_type not in('numeric','double precision','float','integer','decimal','timestamp with time zone') and column_name not in(select column_name from information_schema.columns where table_schema='reaisincva' and table_name = 'parcels159_stats');
select 'public.tonumeric(''"'||column_name||'"'',''reaisincva.chelan_sales''),' from information_schema.columns where table_schema='reaisincva' and table_name = 'chelan_sales' and column_name not in('ogc_fid','wkb_geometry','id','shape_leng','shape_area','_acres_total') and data_type not in('numeric','double precision','float','integer','decimal','timestamp with time zone') and column_name not in(select column_name from information_schema.columns where table_schema='reaisincva' and table_name = 'parcels159_stats');
--now add all columns to parcel table _stats select 'alter table reaisincva.parcels159_stats add "'||column_name||'" ' || data_type ||';update reaisincva.parcels159_stats set "'||column_name||'" =(select "'||column_name||'" from reaisincva.chelan_sales a where a.prop_id::numeric=reaisincva.parcels159_stats.prop_id' from information_schema.columns where table_schema='reaisincva' and table_name = 'chelan_sales' and column_name not in('ogc_fid','wkb_geometry','id','shape_leng','shape_area','_acres_total') and data_type not in('numeric','double precision','float','integer','decimal','timestamp with time zone') and column_name not in(select column_name from information_schema.columns where table_schema='reaisincva' and table_name = 'parcels159_stats');
alter table reaisincva.parcel59_stats rename to reaisincva.parcel59_stats_init;
drop view reaisincva.chelan_sales_view; create view reaisincva.chelan_sales_view as SELECT DISTINCT ON (1) b.prop_id,b.sale_price, b.deed_date, b.sale_date, b.state_cd, b.situs_street_prefx, b.situs_street, b.situs_street_sufix, b.legal_acreage, b.living_area, b.basement_area, b.part_finish, b.minimal_finish, b."year built", b.width, b.length, b.bedrooms, b.bathrooms, b.heat_cool, b.number_of_units, b.garage_area, b.pool, b.fireplace, b.number_of_fireplaces, b.deed_type, b.reject_code, b.aff__, b.auditor_file__, b.market, b.buyer, b.seller, b."tax area" FROM chelan_sales b LEFT JOIN chelan_sales a ON a.prop_id=b.prop_id;
drop view reaisincva.parcels159_stats;
create view reaisincva.parcels159_stats as select a.*,b.sale_price, b.deed_date, b.sale_date, b.state_cd, b.situs_street_prefx, b.situs_street, b.situs_street_sufix, b.legal_acreage, b.living_area, b.basement_area, b.part_finish, b.minimal_finish, b."year built", b.width, b.length, b.bedrooms, b.bathrooms, b.heat_cool, b.number_of_units, b.garage_area, b.pool, b.fireplace, b.number_of_fireplaces, b.deed_type, b.reject_code, b.aff__, b.auditor_file__, b.market, b.buyer, b.seller, b."tax area"
from reaisincva.parcels159_stats_init a,reaisincva.chelan_sales_view b where b.prop_id::numeric=a.prop_id;
insert into parcels159_vars(include,id,uniqueid,depvar,saledate,soils,name,type) (select 1 as include,0 as id,0 as uniqueid,0 as depvar,0 as saledate,0 as soils,column_name as name,data_type as type from information_schema.columns where table_schema='reaisincva' and table_name = 'chelan_sales' and data_type in('numeric','double precision','float','integer','decimal','timestamp with time zone') and column_name in ('sale_price','deed_date','sale_date','state_cd','situs_street_prefx','situs_street','situs_street_sufix','legal_acreage','living_area','basement_area','part_finish','minimal_finish','"year built"','width','length','bedrooms','bathrooms','heat_cool','number_of_units','garage_area','pool','fireplace','number_of_fireplaces','deed_type','reject_code','aff__','auditor_file__','market','buyer','seller','"tax area"'));
#Notes: To merge sales data with parcels, you need to do the following: -need to detect the join field first -check to see if any fields from sales match fields in the parcels. If so, update the field in parcels -make sure sales date, sales price are in sales -make sure there is an unique identifier linking the two tables -create view containing data from both tables -drop sales table prior to loading -sales can be CSV format -need to check for date fields and numeric fields. -multiple sales files? only load the latest document id, ignore older sales -add sales fields to _vars table -update data in _stats table -need to identify sales data and sales price (default dependent variable)
#need better procedures for soils -ignore fields that are all blank -convert character fields to numeric (serialize?) -automatically remove fields that aren't meaningful -use long names to describe fields -need to create weighted sums for parcels since they will contain multiple mkeys -need to create better policy for determining relevance for real estate appraisal
#other items -need to cache query results (memcached?) until dirty bit set (when field is checked/unchecked in summary or correlation page) -store cached query in database, flush when dirty bit set, recreate on next request