File: dbnomics_private.inp

package info (click to toggle)
gretl 2022c-1
  • links: PTS, VCS
  • area: main
  • in suites: bookworm
  • size: 59,552 kB
  • sloc: ansic: 409,074; sh: 4,449; makefile: 3,222; cpp: 2,777; xml: 599; perl: 364
file content (568 lines) | stat: -rw-r--r-- 16,228 bytes parent folder | download | duplicates (3)
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
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
function bundle json2bndl(const strings fields, const string jsonobj,
                          const string root, int ndx)
    bundle b = null
    k = 0
    loop j = 1..nelem(fields) --quiet
        f = fields[j]
        src = sprintf("$.%s[%d].%s", root, ndx, f)
        str = jsonget(jsonobj, src, &k)
        if k
            if f == "name"
                # hopefully this can be trashed later
                b[f] = strsub(str, ",", ",")
            else
                b[f] = str
            endif
        endif
    endloop
    return b
end function

### ------------------------------------------------------------------------

function void print_series_dimensions (const bundle dims)
    strings keys = getkeys(dims)
    if nelem(keys) == 0
        return
    endif
    di = dims[keys[1]]
    if typeof(di) == 5 # bundle
        printf "Dimensions, showing JSON mask form:\n"
        loop i=1..nelem(keys) -q
            di = dims[keys[i]]
            printf "  %s: %s, {\"%s\":[\"%s\"]}\n", di.dimension_label, di.value_label,
              keys[i], di.value
        endloop
    elif typeof(di) == 4 # string
        printf "Dimensions in JSON mask form:\n"
        loop i=1..nelem(keys) -q
            di = dims[keys[i]]
            printf "  {\"%s\":[\"%s\"]}\n", keys[i], di
        endloop
    endif
end function

### ------------------------------------------------------------------------

function void fix_dimensions_bundle (const string J, bundle *sd)
    bundle dinfo = jsongetb(J, "datasets")
    scalar dsmulti = 0
    if nelem(dinfo) > 0
        dsmulti = 1
    else
        # try for the singular?
        dinfo = jsongetb(J, "dataset")
    endif
    if nelem(dinfo) == 0
        return
    endif
    dinfo = dsmulti ? dinfo.datasets : dinfo.dataset
    dsid = sprintf("%s/%s", sd.provider_code, sd.dataset_code)
    # get the 'raw' dimensions bundle
    bundle d0 = sd.dimensions
    strings keys = getkeys(d0)
    ndims = nelem(keys)
    bundle dlb = null
    strings dla = null
    if dsmulti
        catch dld = dinfo[dsid].dimensions_labels
        if $error
            catch dla = dinfo[dsid].dimensions_codes_order
        endif
        dvl = dinfo[dsid].dimensions_values_labels
    else
        catch dld = dinfo.dimensions_labels
        if $error
            catch dla = dinfo.dimensions_codes_order
        endif
        dvl = dinfo.dimensions_values_labels
    endif

    # represent the dimensions as a bundle of bundles
    bundle dims
    loop i=1..ndims -q
        string key = keys[i]
        string value = d0[key]
        bundle b = null
        if nelem(dlb) > 0
            b.dimension_label = dlb[key]
        elif nelem(dla) > 0
            b.dimension_label = dla[i]
        else
            b.dimension_label = key
        endif
        b.value = value
        if typeof(dvl[key]) == 6 # array
            got_vlabel = 0
            loop j=1..nelem(dvl[key]) -q
                if typeof(dvl[key][j]) == 5 # bundle
                    bundle bsub = dvl[key][j]
                    if inbundle(bsub, value)
                        b.value_label = bsub[value]
                        got_vlabel = 1
                        break
                    endif
                elif typeof(dvl[key][j]) == 6 # array
                    strings asub = dvl[key][j]
                    if asub[1] == value
                        b.value_label = asub[2]
                        got_vlabel = 1
                        break
                    endif
                endif
            endloop
            if !got_vlabel
                b.value_label = "<unknown value label>"
            endif
        else
            # otherwise dvl[key] must be a bundle
            b.value_label = dvl[key][value]
        endif
        dims[key] = b
        if key == "REF_AREA"
            # add this key at top level
            sd["Reference Area"] = b.value_label
        endif
    endloop

    # replace the original dimensions bundle
    sd.dimensions = dims
end function

### ------------------------------------------------------------------------

function void process_series_bundle (string json, bundle *b)
    set warnings off
    b.error = 0
    b.frequency = bundle_get_frequency(b)
    t1 = 1
    t2 = nelem(b.period)
    if typeof(b.value) == 6 # array
        # trim leading NAs
        loop j=1..t2 -q
            if b.value[j] == "" || b.value[j] == "NA"
                t1++
            else
                break
            endif
        endloop
        # trim trailing NAs
        loop for (j=t2; j>=t1; j--) -q
            if b.value[j] == "" || b.value[j] == "NA"
                t2--
            else
                break
            endif
        endloop
    endif
    T = t2 - t1 + 1
    b.T = T
    b.has_data = T > 0
    if T > 0
        if t1 > 1
            b.period = b.period[t1:t2]
        endif
        havemat = typeof(b.value) == 3
        matrix vals = zeros(T, 1)
        j = 1
        loop t=t1..t2 -q
            vals[j] = havemat ? b.value[t] : atof(b.value[t])
            j++
        endloop
        b.value = vals
    endif
    # if inbundle(b, "dimensions")
    #    fix_dimensions_bundle(json, &b)
    # endif
end function

### ------------------------------------------------------------------------

function string sanitize_url(const string s)
    string dqu = sprintf("\"")
    ret = strsub(s, " ", "%20")
    ret = strsub(ret, dqu, "%22")
    ret = strsub(ret, ",", "%2C")
    ret = strsub(ret, ":", "%3A")
    ret = strsub(ret, "{", "%7B")
    ret = strsub(ret, "}", "%7D")
    ret = strsub(ret, "[", "%5B")
    ret = strsub(ret, "]", "%5D")
    return ret
end function

function string desanitize_url(const string s)
    string dqu = sprintf("\"")
    ret = strsub(s, "%20", " ")
    ret = strsub(ret, "%22", dqu)
    ret = strsub(ret, "%2C", ",")
    ret = strsub(ret, "%3A", ":")
    ret = strsub(ret, "%7B", "{")
    ret = strsub(ret, "%7D", "}")
    ret = strsub(ret, "%5B", "[")
    ret = strsub(ret, "%5D", "]")
    return ret
end function

### ------------------------------------------------------------------------

function scalar bundle_get_frequency (const bundle b)
    set warnings off
    strings alts = defarray("Frequency", "FREQ", "@frequency")
    string frq = ""
    loop i=1..nelem(alts) -q
        if inbundle(b, alts[i])
            frq = tolower(b[alts[i]][1])
            break
        endif
    endloop

    scalar ret
    if frq == ""
        ret = NA
    elif frq == "a"
        ret = 1
    elif frq == "q"
        ret = 4
    elif frq == "m"
        ret = 12
    elif frq == "d"
        ret = 7
    else
        printf "frq = \"%s\" unrecognized\n", frq
        ret = -1
    endif

    return ret
end function

### ------------------------------------------------------------------------

function string make_dimensions(const bundle spec, const string what)
    ret = ""
    if inbundle(spec, what)
        strings ss = spec[what]
        ret ~= sprintf("\"%s\":[", what)
        loop i = 1 .. nelem(ss) --quiet
            ret ~= sprintf("\"%s\"", ss[i])
            if i < nelem(ss)
                ret ~= ","
            else
                ret ~= "]"
            endif
        endloop
    endif
    return ret
end function

### ------------------------------------------------------------------------

function string build_URL_mid(const bundle spec)
    string ret = ""
    if nelem(spec) == 0
        return ret
    endif
    ret = "dimensions={"
    strings filters = array()
    strings dims = getkeys(spec) # eg, "freq", "indicator", "geo"

    n = 0
    loop i = 1..nelem(dims) --quiet
        s = make_dimensions(spec, dims[i])
        if strlen(s) > 0
            n++
            filters = filters + defarray(s)
        endif
    endloop

    loop i = 1..n --quiet
        ret ~= filters[i]
        if i < n
            ret ~= ", "
        endif
    endloop

    ret = ret ~ "}&"

    return ret
end function

### ------------------------------------------------------------------------

function string build_parms(const string pcode, const string dcode,
                            int limit[0::20], int offset[0],
                            bundle spec)
    string head
    if inbundle(spec, "mask")
        string mask = sanitize_url(spec.mask)
        head = sprintf("series/%s/%s/%s?", pcode, dcode, mask)
    else
        head = sprintf("series/%s/%s?", pcode, dcode)
        string mid = build_URL_mid(spec)
        head ~= sanitize_url(mid)
    endif
    string tail = sprintf("limit=%d&offset=%d&format=json&observations=1&metadata=0", limit, offset)
    return head ~ tail
end function

### ------------------------------------------------------------------------

# This is tricky: we may not get a recognizable error code
# or even an error message on failure to retrieve any data.

function scalar check_json (const string s, string *msg)
    ret = 0
    if instring(s, "404 Error") || instring(s, "404 Not Found")
        ret = 404
    elif instring(s, "400 Bad Request")
        ret = 400
    elif instring(s,"Internal server error")
        msg = "Internal server error"
        ret = 1
    else
        bundle eb = jsongetb(s, "errors")
        if inbundle(eb, "errors")
            # do we have a (non-empty) @errors array?
            if typeof(eb.errors) == 6 && nelem(eb.errors) > 0
                if inbundle(eb.errors[1], "cause")
                    msg = eb.errors[1].cause
                elif inbundle(eb.errors[1], "message")
                    msg = eb.errors[1].message
                endif
                ret = 1
            endif
            if ret && instring(msg, "Could not")
                # back off to warning, as with v21 API?
                ret = 0
            endif
        endif
    endif
    # warnings with v22 ??
    return ret
end function

### ------------------------------------------------------------------------

function string get_dbnomics_message (const string json,
                                      const string deflt)
    scalar m = 0
    string msg = jsonget(json, "$.message", &m)
    if m > 0
        return "dbnomics says: " ~ msg
    else
        return deflt
    endif
end function

### ------------------------------------------------------------------------

function scalar dbn_get_json_from_URL (const string URL, string *json, string *msg)

    bundle req = defbundle("URL", URL, "header", "accept: application/json")
    # check for curl error
    scalar error = curl(&req)
    if error
        msg = req.errmsg
    else
        # also check for dbnomics error condition
        json = req.output
        dbg = ngetenv("DBNOMICS_DEBUG")
        if ok(dbg) && dbg > 0
            printf "%s\n", desanitize_url(URL)
            outfile dbn_debug.json --quiet
                json
            end outfile
        endif
        string dbnmsg
        error = check_json(json, &dbnmsg)
        if dbnmsg != ""
            msg = sprintf("dbnomics says:\n\"%s\"\n", dbnmsg)
        endif
    endif

    return error
end function

### ------------------------------------------------------------------------

function scalar dbn_get_json (const string parms, bool verbose[0],
                              string *json)

    string URL = "https://api.db.nomics.world/v22/" ~ parms
    if verbose
        printf "URL: %s\n\n", URL
    endif
    string msg
    error = dbn_get_json_from_URL(URL, &json, &msg)
    if error
        if msg == ""
            msg = "Failed to get the requested information from dbnomics"
        endif
        funcerr msg
    elif msg != ""
        # got a warning but not an actual error
        print msg
    endif

    return error
end function

### ------------------------------------------------------------------------

function bundles multiple_from_json (const string json, bool verbose[0])

    bundles ret = array(0)
    bundle b = jsongetb(json, "series")
    b = b.series
    if inbundle(b, "docs")
        ret = b.docs
    endif
    loop i=1..nelem(ret) -q
        process_series_bundle(json, &ret[i])
    endloop
    return ret

end function

### ------------------------------------------------------------------------

function bundles general_search(const string key, int limit[0::100],
                                int offset[0], bool verbose[0])

    magic = "results.docs"
    bundles ret = array(0)

    string json
    parms = sprintf("search?q=%s&limit=%d&offset=%d", sanitize_url(key),
      limit, offset)
    err = dbn_get_json(parms, verbose, &json)
    if err
        return ret
    endif

    n = 0
    str = jsonget(json, sprintf("$.%s[*].code", magic), &n)
    ntot = atof(jsonget(json, "$.results.num_found"))
    # fix possibly nonsensical result
    if ntot < n
        ntot = n
    endif

    #printf "n = %d, ntot = %d\n", n, ntot

    if n == 0
        if verbose
            printf "No matches found"
        endif
        return ret
    endif

    bundles ret = array(n)
    strings fields = defarray("code", "nb_matching_series", "name", \
      "provider_code")
    loop i = 1..n --quiet
        ret[i] = json2bndl(fields, json, magic, i-1)
        ret[i].ntot = ntot
    endloop

    if verbose
        printf "Datasets containing \"%s\" (%d-%d out of %d): \n\n",
          key, offset+1, offset+n, ntot
        loop i = 1..n --quiet
            printf "%3d: %s.%s", i, ret[i].provider_code, ret[i].code
            printf " (%d series)\n", atof(ret[i].nb_matching_series)
        endloop
    endif

    return ret
end function

### ------------------------------------------------------------------------

function bundles dset_search(const string key, const string pcode,
                             const string dcode, int limit[0::100],
                             int offset[0], bool verbose[0])

    bundles ret = array(0)
    scalar got = 0
    string json
    parms = sprintf("series/%s/%s?q=%s&limit=%d&offset=%d", pcode, dcode,
      sanitize_url(key),limit, offset)

    err = dbn_get_json(parms, verbose, &json)

    if !err
        bundle bj = jsongetb(json, "series")
        scalar ntot = bj["series"].num_found
        if ntot > 0
            ret = bj["series"].docs
            got = nelem(ret)
            if ntot < got
                # just in case of breakage
                ntot = got
            endif
        endif
        if got > 0
            loop i = 1..got --quiet
                ret[i].ntot = ntot
                brename(ret[i], "series_code", "code")
                brename(ret[i], "series_name", "name")
            endloop
        endif
        if verbose
            if got > 0
                printf "Dataset %s/%s, matching series %d-%d of %d:\n\n",
                  pcode, dcode, offset+1, offset+got, ntot
                loop i = 1..got --quiet
                    printf "%s: %s\n", ret[i].code, ret[i].name
                endloop
            else
                printf "no matching series found\n"
            endif
        endif
    endif

    return ret
end function

### ------------------------------------------------------------------------

function matrix get_widths(bundles bs)
    w1 = 6
    w2 = 12
    w3 = 24
    loop i = 1..nelem(bs) --quiet
        l = strlen(bs[i].provider_code) + strlen(bs[i].dataset_code) + 1
        w1 = xmax(w1, l)
        l = strlen(bs[i].series_code)
        w2 = xmax(w2, l)
        l = strlen(bs[i].series_name)
        w3 = xmin(xmax(w3, l), 40)
    endloop
    return {w1, w2, w3} + 2
end function

### ------------------------------------------------------------------------

function string one_line_bprint(bundle b, matrix widths)
    provider = b.provider_code ~ "/" ~ b.dataset_code
    scode = fixname(b.series_code, 1)
    sname = b.series_name
    if strlen(sname) > 40
        sname = sname[1:37] ~ "..."
    endif
    fmtstring = sprintf("%%-%ds %%-%ds %%-%ds", widths[1], widths[2], widths[3])
    ret = sprintf(fmtstring, provider, scode, sname)

    if b.has_data
        scalar T = b.T
        print T
        string span = sprintf("%s:%s", b.period[1], b.period[T])
        print span
        ret ~= sprintf(" %d observations (pd = %d) [%s]", T, b.frequency, span)
    else
        ret ~= " has no data"
    endif

    return ret
end function