reV Project Points
reV Gen and reV Econ use Project Points to define which resource sites (gids) to run through PySAM and how.
At its most basic Project Points consists of the resource gid``s and the
``SAM configuration file associated it. This can be definited in a variety
of ways:
From a project points .csv and a single or dictionary of
SAMconfiguration files:
import os
from reV import TESTDATADIR
from reV.config.project_points import ProjectPoints
fpp = os.path.join(TESTDATADIR, 'project_points/pp_offshore.csv')
sam_files = {'onshore': os.path.join(
TESTDATADIR, 'SAM/wind_gen_standard_losses_0.json'),
'offshore': os.path.join(
TESTDATADIR, 'SAM/wind_gen_standard_losses_1.json')}
pp = ProjectPoints(fpp, sam_files)
display(pp.df)
gid config
0 2114919 onshore
1 2114920 onshore
2 2114921 onshore
3 2114922 onshore
4 2114923 onshore
... ... ...
124402 2239321 onshore
124403 2239322 onshore
124404 2239323 onshore
124405 2239324 onshore
124406 2239325 onshore
[124407 rows x 2 columns]
From a list or slice of gids and a single
SAMconfiguration file:
import os
from reV import TESTDATADIR
from reV.config.project_points import ProjectPoints
sites = slice(0, 100) # or
sites = [0, 5, 6, 9, 12]
sam_file = os.path.join(TESTDATADIR, 'SAM/wind_gen_standard_losses_0.json')
pp = ProjectPoints(sites, sam_file)
display(pp.df)
gid config
0 0 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
1 5 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
2 6 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
3 9 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
4 12 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
From a pair or pairs of latitude and longitude coordinates and a single
SAMconfiguration file (NOTE: access to the resource file to be used forreV GenorreV Econis needed to find the associated resource gids):
import os
from reV import TESTDATADIR
from reV.config.project_points import ProjectPoints
lat_lons = [41.77, -71.74]
lat_lons = array([[ 41.77, -71.74],
[ 41.73, -71.7 ],
[ 42.01, -71.7 ],
[ 40.97, -71.74],
[ 41.49, -71.78]])
res_file = os.path.join(TESTDATADIR, 'nsrdb/', 'ri_100_nsrdb_2012.h5')
sam_file = os.path.join(TESTDATADIR, 'SAM/naris_pv_1axis_inv13.json')
pp = ProjectPoints.lat_lon_coords(lat_lons, res_file, sam_file)
display(pp.df)
gid config
0 49 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
1 67 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
2 79 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
3 41 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
4 31 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
A geographic region or regions and a single
SAMconfiguration file (NOTE: access to the resource file to be used forreV GenorreV Econis needed to find the associated resource gids):
import os
from reV import TESTDATADIR
from reV.config.project_points import ProjectPoints
# Of form {region : region_column}
regions = {'Rhode Island': 'state'} # or
regions = {'Providence': 'county', 'Kent': 'county'}
res_file = os.path.join(TESTDATADIR, 'nsrdb/', 'ri_100_nsrdb_2012.h5')
sam_file = os.path.join(TESTDATADIR, 'SAM/naris_pv_1axis_inv13.json')
pp = ProjectPoints.regions(regions, res_file, sam_file)
display(pp.df)
gid config
0 13 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
1 14 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
2 18 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
3 19 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
4 29 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
5 32 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
6 33 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
7 38 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
8 40 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
9 48 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
10 49 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
11 52 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
12 53 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
13 55 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
14 67 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
15 69 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
16 71 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
17 77 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
18 78 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
19 82 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
20 83 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
21 94 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
22 96 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
23 17 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
24 25 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
25 26 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
26 36 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
27 44 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
28 59 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
29 68 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
30 87 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
31 90 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
32 98 /Users/mrossol/Git_Repos/reV/tests/data/SAM/wi...
Command Line Interface (CLI)
Options 3 and 4 above can be run from the Command Line using the reV-project-points CLI
out_file='./project_points.csv'
TESTDATADIR=.../tests/data
res_file=${TESTDATADIR}/nsrdb/ri_100_nsrdb_2012.h5
sam_file=${TESTDATADIR}/SAM/naris_pv_1axis_inv13.json
reV-project-points --fpath=${out_file} --res_file=${res_file} --sam_file=${sam_file} from-lat-lons --lat_lon_coords 41.77 -71.74
out_file='./project_points.csv'
TESTDATADIR=.../tests/data
res_file=${TESTDATADIR}/nsrdb/ri_100_nsrdb_2012.h5
sam_file=${TESTDATADIR}/SAM/naris_pv_1axis_inv13.json
reV-project-points --fpath=${out_file} --res_file=${res_file} --sam_file=${sam_file} from-regions --region="Rhode Island" --region_col=state