-
Notifications
You must be signed in to change notification settings - Fork 1
Expand file tree
/
Copy pathmain.go
More file actions
415 lines (393 loc) · 13.2 KB
/
Copy pathmain.go
File metadata and controls
415 lines (393 loc) · 13.2 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
package main
import (
"encoding/json"
"errors"
"fmt"
"math/rand"
"path"
"strconv"
"strings"
"time"
"github.com/google/uuid"
"github.com/usace/cc-go-sdk"
tiledb "github.com/usace/cc-go-sdk/tiledb-store"
"github.com/usace/hms-mutator/actions"
"github.com/usace/hms-mutator/hms"
"github.com/usace/hms-mutator/utils"
)
var pluginName string = "hms-mutator"
const WORKING_DIRECTORY string = "/data"
func main() {
fmt.Println("hms-mutator!")
//register tiledb
cc.DataStoreTypeRegistry.Register("TILEDB", tiledb.TileDbEventStore{})
pm, err := cc.InitPluginManager()
if err != nil {
fmt.Println("could not initiate plugin manager")
return
}
// get the payload.
payload := pm.Payload
controlStartTime := time.Now() //introduces a dependency of select random basin for single stochastic transposition. consider consolidating into one action to remove the dependency.
for _, a := range payload.Actions {
switch a.Type {
case "select_random_basin":
seedSet, err := getSeeds(payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
basinDS, err := pm.GetInputDataSource("Input_Basin_Directory")
if err != nil {
pm.Logger.Error(err.Error())
return
}
outBasinDS, err := pm.GetOutputDataSource("Output_Basin_Directory")
if err != nil {
pm.Logger.Error(err.Error())
return
}
srb := actions.InitSelectBasinAction(a, seedSet, basinDS, outBasinDS)
controlStartTime, err = srb.Compute()
if err != nil {
return
}
case "single_stochastic_transposition":
seedSet, err := getSeeds(payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
gridFileBytes, err := getInputBytes("HMS Model", ".grid", payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
metFileBytes, err := getInputBytes("HMS Model", ".met", payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
transpositionDomainBytes, err := getInputBytes("TranspositionRegion", "", payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
watershedDomainBytes, err := getInputBytes("WatershedBoundary", "", payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
gridFile, err := hms.ReadGrid(gridFileBytes)
if err != nil {
pm.Logger.Error(err.Error())
return
}
metFile, err := hms.ReadMet(metFileBytes)
if err != nil {
pm.Logger.Error(err.Error())
return
}
sst := actions.InitSingleStochasticTransposition(pm, gridFile, metFile, seedSet, transpositionDomainBytes, watershedDomainBytes)
bootstrapCatalogString := a.Attributes.GetStringOrDefault("bootstrap_catalog", "false")
bootstrapCatalog, err := strconv.ParseBool(bootstrapCatalogString)
if err != nil {
pm.Logger.Error("could not parse bootstrap_catalog parameter")
return
}
bootstrapCatalogLength := a.Attributes.GetIntOrDefault("bootstrap_catalog_length", len(gridFile.Events))
if len(gridFile.Events) < bootstrapCatalogLength {
pm.Logger.Error("cannot allow bootstrap_catalog_length to be greater than the catalog length")
return
}
normalizeTimeShiftString := a.Attributes.GetStringOrDefault("normalize", "true")
normalizeTimeShift, err := strconv.ParseBool(normalizeTimeShiftString)
userSpecifiedOffset := a.Attributes.GetIntOrDefault("start_time_offset", 0)
if err != nil {
pm.Logger.Error("could not parse normalize parameter")
return
}
output, err := sst.Compute(bootstrapCatalog, bootstrapCatalogLength, normalizeTimeShift, controlStartTime, userSpecifiedOffset)
if err != nil {
pm.Logger.Error("could not compute payload")
return
}
dssGridCacheDataSource, err := pm.GetInputDataSource("DSS Grid Cache")
if err != nil {
pm.Logger.Error("could not find DSS Grid Cache datasource")
return
}
root := dssGridCacheDataSource.Paths["default"]
stormName := strings.Replace(output.StormName, "\\", "/", -1)
stormDataSource := cc.DataSource{
Name: "DssFile",
ID: &uuid.NameSpaceDNS,
Paths: map[string]string{"default": fmt.Sprintf("%v%v", root, stormName)},
StoreName: dssGridCacheDataSource.StoreName,
}
dssBytes, err := utils.GetFile(*pm, stormDataSource, "default")
if err != nil {
pm.Logger.Error("could not find storm")
return
}
err = putOutputBytes(dssBytes, "Storm DSS File", payload, pm)
if err != nil {
pm.Logger.Error("could not put storm")
return
}
err = putOutputBytes(output.GridBytes, "Grid File", payload, pm)
if err != nil {
pm.Logger.Error("could not put grid file")
return
}
err = putOutputBytes(output.MetBytes, "Met File", payload, pm)
if err != nil {
pm.Logger.Error("could not put grid file")
return
}
case "stratified_locations":
gridFileBytes, err := getInputBytes("HMS Model", ".grid", payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
transpositionDomainBytes, err := getInputBytes("TranspositionRegion", "", payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
watershedDomainBytes, err := getInputBytes("WatershedBoundary", "", payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
gridFile, err := hms.ReadGrid(gridFileBytes)
if err != nil {
pm.Logger.Error(err.Error())
return
}
sla, err := actions.InitStratifiedCompute(a, gridFile, transpositionDomainBytes, watershedDomainBytes) //, payload.Outputs[0])
if err != nil {
pm.Logger.Error("could not initalize stratified locations for this payload")
return
}
output, err := sla.Compute()
//put the output
if err != nil {
pm.Logger.Error("could not compute stratified locations for this payload")
return
}
locations, err := pm.GetOutputDataSource("Locations")
if err != nil {
pm.Logger.Error("could not put stratified locations for this payload")
return
}
utils.PutFile(output.CandiateLocations.ToBytes(), pm.IOManager, locations, "default")
gridFileOutput, err := pm.GetOutputDataSource("GridFile")
if err != nil {
pm.Logger.Error("could not put gridfiles for this payload")
return
}
root := path.Dir(gridFileOutput.Paths["default"])
for k, v := range output.GridFiles {
gridFileOutput.Paths["default"] = fmt.Sprintf("%v/%v.grid", root, k)
utils.PutFile(v, pm.IOManager, gridFileOutput, "default")
}
case "valid_stratified_locations": //aka fishnets
gridFileBytes, err := getInputBytes("HMS Model", ".grid", payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
transpositionDomainBytes, err := getInputBytes("TranspositionRegion", "", payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
watershedDomainBytes, err := getInputBytes("WatershedBoundary", "", payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
gridFile, err := hms.ReadGrid(gridFileBytes)
if err != nil {
pm.Logger.Error(err.Error())
return
}
sla, err := actions.InitStratifiedCompute(a, gridFile, transpositionDomainBytes, watershedDomainBytes) //, payload.Outputs[0])
if err != nil {
pm.Logger.Error("could not initalize valid stratified locations for this payload")
return
}
//inputSource, err := pm.GetInputDataSource("Cumulative Grids")
outputDataSource, err := a.GetOutputDataSource("ValidLocations")
if err != nil {
pm.Logger.Error("could not put valid stratified locations for this payload")
}
root := outputDataSource.Paths["default"]
output, err := sla.DetermineValidLocationsQuickly(pm.IOManager) //sla.DetermineValidLocations(inputSource) //update to be based on output location?
if err != nil {
pm.Logger.Error("could not compute valid stratified locations for this payload")
return
}
outputDataSource.Paths["default"] = fmt.Sprintf("%v/%v.csv", root, "AllStormsAllLocations")
outbytes := make([]byte, 0)
outbytes = append(outbytes, "StormName,X,Y,IsValid"...)
//create random list of ints
indexes := make([]int, len(output.AllStormsAllLocations))
rand := rand.New(rand.NewSource(945631))
for i := 0; i < len(indexes); i++ {
j := rand.Intn(i + 1)
if i != j {
indexes[i] = indexes[j]
}
indexes[j] = i
}
for i, _ := range output.AllStormsAllLocations {
outbytes = append(outbytes, fmt.Sprintf("%v,%v,%v,%v\n", output.AllStormsAllLocations[indexes[i]].StormName, output.AllStormsAllLocations[indexes[i]].Coordinate.X, output.AllStormsAllLocations[indexes[i]].Coordinate.Y, output.AllStormsAllLocations[indexes[i]].IsValid)...)
}
utils.PutFile(outbytes, pm.IOManager, outputDataSource, "default")
case "storm_typed_normal_density_locations": //aka fishnets
gridFileBytes, err := getInputBytes("HMS Model", ".grid", payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
transpositionDomainBytes, err := getInputBytes("TranspositionRegion", "", payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
watershedDomainBytes, err := getInputBytes("WatershedBoundary", "", payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
gridFile, err := hms.ReadGrid(gridFileBytes)
if err != nil {
pm.Logger.Error(err.Error())
return
}
sla, err := actions.InitStratifiedCompute(a, gridFile, transpositionDomainBytes, watershedDomainBytes) //, payload.Outputs[0])
if err != nil {
pm.Logger.Error("could not initalize locations for this payload")
return
}
err = sla.DetermineStormTypeNormalDensityKernelLocations(a.IOManager) //sla.DetermineValidLocations(inputSource) //update to be based on output location?
if err != nil {
pm.Logger.Error("could not compute locations for this payload")
return
}
case "normal_density_locations": //aka fishnets
gridFileBytes, err := getInputBytes("HMS Model", ".grid", payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
transpositionDomainBytes, err := getInputBytes("TranspositionRegion", "", payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
watershedDomainBytes, err := getInputBytes("WatershedBoundary", "", payload, pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
gridFile, err := hms.ReadGrid(gridFileBytes)
if err != nil {
pm.Logger.Error(err.Error())
return
}
sla, err := actions.InitStratifiedCompute(a, gridFile, transpositionDomainBytes, watershedDomainBytes) //, payload.Outputs[0])
if err != nil {
pm.Logger.Error("could not initalize locations for this payload")
return
}
err = sla.DetermineNormalDensityKernelLocations(a.IOManager) //sla.DetermineValidLocations(inputSource) //update to be based on output location?
if err != nil {
pm.Logger.Error("could not compute locations for this payload")
return
}
case "full_simulation_sst":
sst := actions.InitFullRealizationSST(a)
err = sst.Compute(pm)
if err != nil {
pm.Logger.Error(err.Error())
return
}
}
}
if err != nil {
fmt.Println(err.Error())
pm.Logger.Error("could not compute payload")
return
} else {
pm.Logger.Info("complete 100 percent")
}
}
func getInputBytes(keyword string, extension string, payload cc.Payload, pm *cc.PluginManager) ([]byte, error) {
returnBytes := make([]byte, 0)
for _, input := range payload.Inputs {
if strings.Contains(input.Name, keyword) {
index := "default"
has := false
if extension != "" {
for i, Path := range input.Paths {
//index, _ := strconv.Atoi(i)
if strings.Contains(Path, extension) {
index = i
has = true
}
}
} else {
has = true
}
if has {
return utils.GetFile(*pm, input, index)
} else {
return returnBytes, errors.New("could not find extension " + extension)
}
}
}
return returnBytes, errors.New("could not find keyword " + keyword)
}
func putOutputBytes(data []byte, keyword string, payload cc.Payload, pm *cc.PluginManager) error {
output, err := pm.GetOutputDataSource(keyword)
if err != nil {
return err
}
err = utils.PutFile(data, pm.IOManager, output, "default")
if err != nil {
return err
}
return nil
}
func readSeedFile(seedFileBytes []byte) (utils.SeedSet, error) {
//read event configuration
var ec utils.EventConfiguration
var seedSet utils.SeedSet
err := json.Unmarshal(seedFileBytes, &ec)
if err != nil {
return seedSet, err
}
seedSetName := pluginName
seedinstance := ec
seeds, ssok := seedinstance.Seeds[seedSetName]
if !ssok {
return seedSet, errors.New("could not find seed set for seedset name")
}
return seeds, nil
}
func getSeeds(payload cc.Payload, pm *cc.PluginManager) (utils.SeedSet, error) {
var seedSet utils.SeedSet
seedFileBytes, err := getInputBytes("seeds", "", payload, pm)
if err != nil {
return seedSet, err
}
seedSet, err = readSeedFile(seedFileBytes)
if err != nil {
return seedSet, err
}
return seedSet, err
}