VerityPy 1.1
Python library for Verity data profiling, quality control, remediation
reportfuncs.py
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1#!/usr/bin/env python
2"""
3Utility report functions
4"""
5
6__all__ = ['make_report_from_file','save_report_to_file']
7__version__ = '1.0'
8__author__ = 'Geoffrey Malafsky'
9__email__ = 'gmalafsky@technikinterlytics.com'
10__date__ = '20240810'
11
12from ..processing import numfuncs, qualityanalysis, field
13
14DQ:str="\""
15LF:str="\n"
16LCURLY:str="{"
17RCURLY:str="}"
18LSQUARE:str="["
19RSQUARE:str="]"
20COMMA:str=","
21
22
23def save_report_to_file(file_uri:str, report:qualityanalysis.QualityAnalysis) -> str:
24 """Write a QualityAnalysis report object to file in JSON
25
26 file_uri: string URI to locally accessible file
27 report: QualityAnalysis report object to be written to file in JSON
28
29 returns: string message starting with notok: if error
30 """
31
32
33 msg:str=""
34 temp:list=[]
35 try:
36 if file_uri is None:
37 raise ValueError("no fileURI")
38 elif len(file_uri.strip())==0:
39 raise ValueError("fileURI is empty")
40 if report is None or not isinstance(report, qualityanalysis.QualityAnalysis):
41 raise ValueError("report is not QualityAnalysis object")
42
43 temp= report.get_json(True)
44 if len(temp)==0:
45 raise ValueError("no json from report")
46 elif temp[0].startswith("notok:"):
47 raise ValueError(temp[0][6:])
48
49 with open(file_uri,"w",encoding="utf-8") as f:
50 for s in temp:
51 f.write(s)
52
53 except RuntimeError as rte:
54 msg= "notok:" + str(rte)
55 except OSError as ose:
56 msg= "notok:" + str(ose)
57 except ValueError as ve:
58 msg= "notok:" + str(ve)
59 return msg
60
61
62
63def make_report_from_file(file_uri:str) -> qualityanalysis.QualityAnalysis:
64 """Reads report file to parse into
65 QualityAnalysis object report. This should be a report written by VerityPy.
66
67 file_uri: string URI to local or Cloud accessible file
68
69 returns QualityAnalysis object. Its status property will start with notok: if there is an error
70 """
71
72
73 report: qualityanalysis.QualityAnalysis= qualityanalysis.QualityAnalysis()
74 txt:str=""
75 txt1:str=""
76 elem:str=""
77 elemval:str=""
78 cursect:str=""
79 cursect2:str=""
80 cursect3:str=""
81 lineinlc:str=""
82 curfld:str=""
83 reason:str=""
84 nline:int=0
85 n1:int=-1
86 nval:int=-1
87 nitem:int=-1
88 hash_covalues:dict={}
89 useline:bool=False
90 try:
91 if file_uri is None:
92 raise ValueError("no fileURI")
93 elif len(file_uri.strip())==0:
94 raise ValueError("fileURI is empty")
95 with open(file_uri,"r", encoding="utf-8") as f:
96 for linein in f:
97 if linein is None:
98 break
99 if linein.endswith("\r\n"):
100 linein=linein[:-2]
101 if linein.endswith("\n") or linein.endswith("\r"):
102 linein=linein[:-1]
103 useline=True
104 if len(linein)==0:
105 useline=False
106 elif linein.startswith("#") or linein.startswith("//"):
107 useline= False
108 elif linein in (LSQUARE,RSQUARE,LCURLY,RCURLY):
109 useline=False
110 else:
111 if DQ in linein:
112 linein=linein.replace(DQ,"")
113 if linein.startswith(COMMA):
114 linein=linein[1:]
115 if linein.endswith(COMMA):
116 linein=linein[:-1]
117 if linein.startswith(LCURLY):
118 linein=linein[1:]
119 if linein.endswith(RCURLY):
120 linein=linein[:-1]
121 if len(linein)==0:
122 useline=False
123
124 if useline:
125 nline +=1
126 lineinlc= linein.lower()
127 if nline==1:
128 if not "report:[" in linein:
129 raise ValueError("first line does not have required report:[ object name")
130 else:
131 cursect="report"
132 elif "err_stats:[" in lineinlc or "errstats:[" in lineinlc:
133 cursect="errstat"
134 cursect2=""
135 cursect3=""
136 curfld=""
137 elif "fields_err_datatype:[" in lineinlc or "fieldserrdatatype:[" in lineinlc:
138 cursect2="flderrdt"
139 cursect3=""
140 curfld=""
141 elif "fields_err_fmt:[" in lineinlc or "fieldserrfmt:[" in lineinlc or "fieldserrformat:[" in lineinlc:
142 cursect2="flderrfmt"
143 cursect3=""
144 curfld=""
145 elif "fields:[" in lineinlc:
146 cursect="fields"
147 elif "field_datatypes:[" in lineinlc or "fielddatatypes:[" in lineinlc:
148 cursect="fielddatatypes"
149 nitem=-1
150 elif "field_formats:[" in lineinlc or "fieldformats:[" in lineinlc:
151 cursect="fieldformats"
152 nitem=-1
153 elif "field_quality:[" in lineinlc or "fieldquality:[" in lineinlc:
154 cursect="fieldquality"
155 nitem=-1
156 elif "field_datatype_dists:[" in lineinlc or "fielddatatypedists:[" in lineinlc:
157 cursect="fielddatatypedists"
158 nitem=-1
159 elif "field_uniqvalues:[" in lineinlc or "fielduniqvalues:[" in lineinlc:
160 cursect="fielduniqvalues"
161 curfld=""
162 elif "field_spchar_dists:[" in lineinlc or "fieldspchardists:[" in lineinlc or "fieldspecchardists:[" in lineinlc:
163 cursect="fieldspchardists"
164 curfld=""
165 elif "spec_char_dists:[" in lineinlc or "specchardists:[" in lineinlc:
166 cursect="spchardists"
167 elif "spec_char_examples:[" in lineinlc or "speccharexamples:[" in lineinlc:
168 cursect="spcharexamples"
169 elif "err_datatype_examples:[" in lineinlc or "errdatatypeexamples:[" in lineinlc:
170 cursect="errdatatypeexamples"
171 elif "err_fmt_examples:[" in lineinlc or "errfmtexamples:[" in lineinlc:
172 cursect="errfmtexamples"
173 elif "rec_size_dist:[" in lineinlc or "recsizedist:[" in lineinlc:
174 cursect="recsizedist"
175 elif "rec_parse_dist:[" in lineinlc or "recparsedist:[" in lineinlc:
176 cursect="recparsedist"
177 elif "rec_parse_errs:[" in lineinlc or "recparseerrs:[" in lineinlc or "recparseerrors:[" in lineinlc:
178 cursect="recparseerrs"
179 elif "rec_parse_errs_examples:[" in lineinlc or "recparseerrsexamples:[" in lineinlc:
180 cursect="recparseerrsexamples"
181 elif "covalues:[" in lineinlc:
182 cursect="covalues"
183 elif "covalue_uniqvalues:[" in lineinlc or "covalueuniqvalues:[" in lineinlc:
184 cursect="covalueuniqvalues"
185 curfld=""
186 elif "reasons:[" in lineinlc:
187 if cursect=="errstat":
188 if cursect2=="":
189 raise ValueError("found errstat reasons:[ but for unknown child section at nline=" + str(nline))
190 elif curfld=="":
191 raise ValueError("found errstat." + cursect2 + " reasons:[ but for unknown field at nline=" + str(nline))
192 cursect3="reason"
193 else:
194 raise ValueError("found reasons:[ but for unexpected location at nline=" + str(nline))
195 elif cursect=="report":
196 if ":" in linein:
197 elem= linein[:linein.find(":")].lower()
198 elemval= linein[(linein.find(":")+1):]
199 if elem=="title":
200 report.title= elemval
201 elif elem=="status":
202 report.status= elemval
203 elif elem=="numrecs":
204 report.numrecs = numfuncs.is_int_get(elemval, "number", False)
205 elif elem=="maxuv":
206 report.maxuv = numfuncs.is_int_get(elemval, "number", False)
207 elif elem=="delim":
208 report.delim= elemval
209 elif elem in ("delim_char","delimchar"):
210 report.delim_char= elemval
211 elif elem in ("is_case_sens","iscasesens"):
212 report.is_case_sens = True if elemval=="true" else False
213 elif elem in ("is_quoted","isquoted"):
214 report.is_quoted = True if elemval=="true" else False
215 elif elem in ("has_header","hasheader"):
216 report.has_header = True if elemval=="true" else False
217 elif elem in ("extract_fields","extractfields"):
218 report.extract_fields = True if elemval=="true" else False
219 elif cursect=="fields":
220 elemval=linein
221 if elemval.lower() in report.hash_fields:
222 raise ValueError("duplicate field in fields section: " + elemval)
223 report.fields.append(field.Field(elemval))
224 report.hash_fields[elemval.lower()]= len(report.fields)-1
225 report.field_names_lower.append(elemval.lower())
226 report.field_datatype_dist.append({"int":0,"real":0,"bool":0,"date":0,"string":0,"empty":0})
227 report.field_uniqvals.append([])
228 report.field_quality.append("")
229 report.spec_char_dist_field.append({})
230 elif cursect=="fielddatatypes":
231 nitem +=1
232 elemval=linein
233 if nitem< len(report.fields):
234 report.fields[nitem].datatype= elemval
235 elif cursect=="fieldformats":
236 nitem +=1
237 elemval=linein
238 if nitem< len(report.fields):
239 txt=elemval.lower()
240 if "strcase:" in txt:
241 txt1= txt[(txt.find("strcase:")+8):]
242 if COMMA in txt1:
243 txt1=txt1[:txt1.find(COMMA)]
244 report.fields[nitem].fmt_strcase=txt1
245 if "strlen:" in txt:
246 txt1= txt[(txt.find("strlen:")+7):]
247 if COMMA in txt1:
248 txt1=txt1[:txt1.find(COMMA)]
249 if numfuncs.is_int(txt1):
250 report.fields[nitem].fmt_strlen= int(txt1)
251 if "decimal:" in txt:
252 txt1= txt[(txt.find("decimal:")+8):]
253 if COMMA in txt1:
254 txt1=txt1[:txt1.find(COMMA)]
255 if numfuncs.is_int(txt1):
256 report.fields[nitem].fmt_decimal= int(txt1)
257 if "date:" in txt:
258 txt1= txt[(txt.find("date:")+5):]
259 if COMMA in txt1:
260 txt1=txt1[:txt1.find(COMMA)]
261 report.fields[nitem].fmt_date=txt1
262 if "strcut:" in txt:
263 txt1= txt[(txt.find("strcut:")+7):]
264 if COMMA in txt1:
265 txt1=txt1[:txt1.find(COMMA)]
266 report.fields[nitem].fmt_strcut=txt1
267 if "strpad:" in txt:
268 txt1= txt[(txt.find("strpad:")+7):]
269 if COMMA in txt1:
270 txt1=txt1[:txt1.find(COMMA)]
271 report.fields[nitem].fmt_strpad=txt1
272 if "strpadchar:" in txt:
273 txt1= txt[(txt.find("strpadchar:")+11):]
274 if COMMA in txt1:
275 txt1=txt1[:txt1.find(COMMA)]
276 report.fields[nitem].fmt_strpadchar=txt1
277 elif cursect=="fieldquality":
278 nitem +=1
279 elemval=linein
280 if nitem< len(report.fields):
281 report.field_quality[nitem]= elemval
282 elif cursect=="fielddatatypedists":
283 nitem +=1
284 elemval=linein
285 if nitem< len(report.fields):
286 txt=elemval.lower()
287 if "int:" in txt:
288 txt1= txt[(txt.find("int:")+4):]
289 if COMMA in txt1:
290 txt1=txt1[:txt1.find(COMMA)]
291 if numfuncs.is_int(txt1):
292 report.field_datatype_dist[nitem]["int"]= int(txt1)
293 if "real:" in txt:
294 txt1= txt[(txt.find("real:")+5):]
295 if COMMA in txt1:
296 txt1=txt1[:txt1.find(COMMA)]
297 if numfuncs.is_int(txt1):
298 report.field_datatype_dist[nitem]["real"]= int(txt1)
299 if "bool:" in txt:
300 txt1= txt[(txt.find("bool:")+5):]
301 if COMMA in txt1:
302 txt1=txt1[:txt1.find(COMMA)]
303 if numfuncs.is_int(txt1):
304 report.field_datatype_dist[nitem]["bool"]= int(txt1)
305 if "date:" in txt:
306 txt1= txt[(txt.find("date:")+5):]
307 if COMMA in txt1:
308 txt1=txt1[:txt1.find(COMMA)]
309 if numfuncs.is_int(txt1):
310 report.field_datatype_dist[nitem]["date"]= int(txt1)
311 if "string:" in txt:
312 txt1= txt[(txt.find("string:")+7):]
313 if COMMA in txt1:
314 txt1=txt1[:txt1.find(COMMA)]
315 if numfuncs.is_int(txt1):
316 report.field_datatype_dist[nitem]["string"]= int(txt1)
317 if "empty:" in txt:
318 txt1= txt[(txt.find("empty:")+6):]
319 if COMMA in txt1:
320 txt1=txt1[:txt1.find(COMMA)]
321 if numfuncs.is_int(txt1):
322 report.field_datatype_dist[nitem]["empty"]= int(txt1)
323 elif cursect=="fielduniqvalues":
324 elemval=linein
325 if "field:" in elemval:
326 curfld= elemval[(elemval.find(":")+1):].lower()
327 if not curfld in report.hash_fields:
328 raise ValueError("fielduniqvalues has unknown field: " + curfld + " at nline=" + str(nline))
329 elif "uniqvalues:[" in elemval.lower():
330 # object name from DotNet lib JSON so ignore
331 continue
332 elif len(curfld)>0 and "uniqvalue:" in elemval and ",count:" in elemval:
333 elemval= elemval[(elemval.find("uniqvalue:") + 10):]
334 elem= elemval[:elemval.find(",count:")]
335 elemval= elemval[(elemval.find(",count:")+7):]
336 nitem= report.hash_fields[curfld]
337 if (nval := numfuncs.is_int_get(elemval, "number", False)) <0:
338 nval=0
339 report.field_uniqvals[nitem].append((elem,nval))
340 elif cursect=="covalues":
341 if linein.startswith(LCURLY):
342 linein=linein[1:]
343 if linein.endswith(RCURLY):
344 linein=linein[:-1]
345 if "title:" in linein:
346 elemval= linein[(linein.find("title:") + 6):]
347 if ",field1:" in elemval:
348 elemval= elemval[:elemval.find(",field1:")]
349 report.covalues.append(field.CoValue(elemval))
350 nitem= len(report.covalues)-1
351 hash_covalues[elemval.lower()]= nitem
352 report.covalue_uniqvals.append([])
353 if ",field1:" in linein:
354 elemval= linein[(linein.find(",field1:") + 8):]
355 if ",field2:" in elemval:
356 elemval= elemval[:elemval.find(",field2:")]
357 report.covalues[nitem].field1=elemval
358 if ",field2:" in linein:
359 elemval= linein[(linein.find(",field2:") + 8):]
360 if ",field3:" in elemval:
361 elemval= elemval[:elemval.find(",field3:")]
362 report.covalues[nitem].field2=elemval
363 if ",field3:" in linein:
364 elemval= linein[(linein.find(",field3:") + 8):]
365 if ",field1_index:" in elemval:
366 elemval= elemval[:elemval.find(",field1_index:")]
367 report.covalues[nitem].field3=elemval
368 if ",field1_index:" in linein:
369 elemval= linein[(linein.find(",field1_index:") + 14):]
370 if ",field2_index:" in elemval:
371 elemval= elemval[:elemval.find(",field2_index:")]
372 report.covalues[nitem].field1_index= n1 if (n1 := numfuncs.is_int_get(elemval, "number", False)) >=0 else -1
373 if ",field2_index:" in linein:
374 elemval= linein[(linein.find(",field2_index:") + 14):]
375 if ",field3_index:" in elemval:
376 elemval= elemval[:elemval.find(",field3_index:")]
377 report.covalues[nitem].field2_index= n1 if (n1 := numfuncs.is_int_get(elemval, "number", False)) >=0 else -1
378 if ",field3_index:" in linein:
379 elemval= linein[(linein.find(",field3_index:") + 14):]
380 if ",numfields:" in elemval:
381 elemval= elemval[:elemval.find(",numfields:")]
382 report.covalues[nitem].field3_index= n1 if (n1 := numfuncs.is_int_get(elemval, "number", False)) >=0 else -1
383 if ",numfields:" in linein:
384 elemval= linein[(linein.find(",numfields:") + 11):]
385 report.covalues[nitem].numfields= n1 if (n1 := numfuncs.is_int_get(elemval, "number", False)) >0 else 0
386 elif cursect=="covalueuniqvalues":
387 elemval=linein
388 if "covalue:" in lineinlc:
389 curfld= elemval[(elemval.find(":")+1):].lower()
390 if curfld not in hash_covalues:
391 raise ValueError("coValue from its uniqueValues is not known: " + curfld + " at nline=" + str(nline))
392 elif "uniqvalues:[" in lineinlc:
393 # object name from DotNet lib JSON so ignore
394 continue
395 elif len(curfld)>0 and "uniqvalue:" in lineinlc and ",count:" in elemval:
396 elemval= elemval[(lineinlc.find("uniqvalue:") + 10):]
397 elem= elemval[:elemval.find(",count:")]
398 elemval= elemval[(elemval.find(",count:")+7):]
399 nitem= hash_covalues[curfld]
400 if (nval := numfuncs.is_int_get(elemval, "number", False)) <0:
401 nval=0
402 report.covalue_uniqvals[nitem].append((elem,nval))
403 elif cursect=="fieldspchardists":
404 elemval=linein
405 if "field:" in elemval:
406 curfld= elemval[elemval.find("field:")+6:].lower()
407 if curfld.endswith(":["):
408 curfld= curfld[:-2]
409 if not curfld in report.hash_fields:
410 raise ValueError("fieldspchardists has unknown field: " + curfld + " at nline=" + str(nline))
411 elif ":[" in elemval:
412 curfld= elemval[:elemval.find(":[")].lower()
413 if not curfld in report.hash_fields:
414 raise ValueError("fieldspchardists has unknown field: " + curfld + " at nline=" + str(nline))
415 elif len(curfld)>0:
416 if ":" in elemval:
417 elem= elemval[:elemval.find(":")]
418 elemval= elemval[(elemval.find(":")+1):]
419 nitem= report.hash_fields[curfld]
420 if (nval := numfuncs.is_int_get(elemval, "number", False)) <0:
421 nval=0
422 report.spec_char_dist_field[nitem][elem]=nval
423 elif cursect=="spchardists":
424 elemval=linein
425 if ":" in elemval:
426 elem= elemval[:elemval.find(":")]
427 elemval= elemval[(elemval.find(":")+1):]
428 if (nval := numfuncs.is_int_get(elemval, "number", False)) <0:
429 nval=0
430 report.spec_char_dist[elem]=nval
431 elif cursect=="spcharexamples":
432 if "example:" in linein:
433 elemval= linein[(linein.find("example:")+8):]
434 txt=""
435 if ",rec:" in elemval:
436 txt= elemval[(elemval.find(",rec:")+5):]
437 elemval= elemval[:elemval.find(",rec:")]
438 elemval=elemval.replace("{","").replace("}","")
439 report.spec_char_examples.append(elemval + txt)
440 elif cursect=="errdatatypeexamples":
441 if "nline:" in linein:
442 elemval= linein[(linein.find("nline:")+6):]
443 txt=""
444 if ",rec:" in elemval:
445 txt= elemval[(elemval.find(",rec:")+5):]
446 elemval = elemval[:elemval.find(",rec:")]
447 elemval = "(" + elemval + ")" + txt
448 report.err_datatype_examples.append(elemval)
449 elif cursect=="errfmtexamples":
450 elemval= linein[(linein.find("nline:")+6):]
451 txt=""
452 if ",rec:" in elemval:
453 txt= elemval[(elemval.find(",rec:")+5):]
454 elemval = elemval[:elemval.find(",rec:")]
455 elemval = "(" + elemval + ")" + txt
456 report.err_fmt_examples.append(elemval)
457 elif cursect=="errstat":
458 if ":" in linein:
459 elem= linein[:linein.find(":")].lower()
460 elemval= linein[(linein.find(":")+1):]
461 if elem in ["numrecs_err","numrecserr"]:
462 report.err_stats["numrecs_err"]= numfuncs.is_int_get(elemval, "number", False)
463 elif elem in ["numrecs_err_datatype","numrecserrdatatype"]:
464 report.err_stats["numrecs_err_datatype"]= numfuncs.is_int_get(elemval, "number", False)
465 elif elem in ["numrecs_err_fmt","numrecserrfmt"]:
466 report.err_stats["numrecs_err_fmt"]= numfuncs.is_int_get(elemval, "number", False)
467 elif elem=="field":
468 if cursect2=="":
469 raise ValueError("found field in errstat for unknown type at nline=" + str(nline))
470 if ",count:" in elemval:
471 txt= elemval[(elemval.find(":")+1):]
472 if numfuncs.is_int(txt):
473 n1= int(txt)
474 else:
475 raise ValueError("no count for field in errstat." + cursect2 + " at nline=" + str(nline))
476 curfld= elemval[:elemval.find(",count:")]
477 else:
478 raise ValueError("no ,count: part for field in errstat." + cursect2 + " at nline=" + str(nline))
479 if cursect2=="flderrdt":
480 report.err_stats["fields_err_datatype"][curfld]={}
481 report.err_stats["fields_err_datatype"][curfld]["count"]=n1
482 report.err_stats["fields_err_datatype"][curfld]["reasons"]={}
483 elif cursect2=="flderrfmt":
484 report.err_stats["fields_err_fmt"][curfld]={}
485 report.err_stats["fields_err_fmt"][curfld]["count"]=n1
486 report.err_stats["fields_err_fmt"][curfld]["reasons"]={}
487 elif elem=="reason" and cursect3=="reason":
488 if cursect2=="":
489 raise ValueError("found reason in errstat for unknown type at nline=" + str(nline))
490 if curfld=="":
491 raise ValueError("found reason in errstat for unknown field at nline=" + str(nline))
492 if ",count:" in elemval:
493 txt= elemval[(elemval.find(":")+1):]
494 if numfuncs.is_int(txt):
495 n1= int(txt)
496 else:
497 raise ValueError("no count for reason in errstat." + cursect2 + " at nline=" + str(nline))
498 reason= elemval[:elemval.find(",count:")]
499 else:
500 raise ValueError("no ,count: part for field in errstat." + cursect2 + " at nline=" + str(nline))
501 if cursect2=="flderrdt":
502 report.err_stats["fields_err_datatype"][curfld]["reasons"][reason]=n1
503 elif cursect2=="flderrfmt":
504 report.err_stats["fields_err_fmt"][curfld]["reasons"][reason]=n1
505 elif cursect=="recsizedist":
506 elemval=linein
507 if ":" in elemval:
508 elem= elemval[:elemval.find(":")]
509 elemval=elemval[(elemval.find(":")+1):]
510 if (nval := numfuncs.is_int_get(elemval, "number", False)) <0:
511 nval=0
512 report.rec_size_dist[elem]= nval
513 elif cursect=="recparsedist":
514 elemval=linein
515 if ":" in elemval:
516 elem= elemval[:elemval.find(":")]
517 elemval=elemval[(elemval.find(":")+1):]
518 if (nval := numfuncs.is_int_get(elemval, "number", False)) <0:
519 nval=0
520 report.rec_parse_dist[elem]= nval
521 elif cursect=="recparseerrs":
522 elemval=linein
523 if ":" in elemval:
524 elem= elemval[:elemval.find(":")].lower()
525 elemval=elemval[(elemval.find(":")+1):]
526 if (nval := numfuncs.is_int_get(elemval, "number", False)) <0:
527 nval=0
528 if "small1" in elem:
529 report.rec_parse_errs["small1"]= nval
530 elif "small2" in elem:
531 report.rec_parse_errs["small2"]= nval
532 elif "big" in elem:
533 report.rec_parse_errs["big"]= nval
534 elif cursect=="recparseerrsexamples":
535 if "small1:[" in lineinlc:
536 cursect2="small1"
537 elif "small2:[" in lineinlc:
538 cursect2="small2"
539 elif "big:[" in lineinlc:
540 cursect2="big"
541 elif "record:" in lineinlc:
542 elemval=linein[(linein.find(":")+1):]
543 report.rec_parse_errs[cursect2 + "_recs"].append(elemval)
544 except RuntimeError as rte:
545 print("runtime error: {0}", str(rte))
546 report.status= "notok:" + str(rte)
547 except OSError as ose:
548 print("OS error: {0}", str(ose))
549 report.status= "notok:" + str(ose)
550 except ValueError as ve:
551 print("value error: {0}", str(ve))
552 report.status= "notok:" + str(ve)
553 return report
VerityPy.utils.reportfuncs.save_report_to_file
str save_report_to_file(str file_uri, qualityanalysis.QualityAnalysis report)
Definition reportfuncs.py:23
VerityPy.utils.reportfuncs.make_report_from_file
qualityanalysis.QualityAnalysis make_report_from_file(str file_uri)
Definition reportfuncs.py:63
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