def processFile(flowfile:str, watsonSDKVersion:str):
basefilename = os.path.basename(flowfile).split('.')[0]
flow = pd.read_csv(flowfile, delimiter='\t' )
# This bit widens the output on screen.
pd.set_option('display.max_columns', 10000)
pd.set_option('display.width', 10000)
#print('Flow to run:')
#print(flow)
#print()
ft = flowtest_v1.FlowTestV1(username=USERNAME, password=PASSWORD, version=conversation_version)
# print('Creating blank template: ')
# blank_flow = ft.createBlankTemplate()
# print(blank_flow)
# print()
# print('Creating blank report')
# report = ft.createBlankReport(alternate_intents=True)
# print(report)
# print()
print()
print('Running Conversational Flow: {} ({})'.format(flowfile, flow.shape[0]))
results = ft.runFlowTest(workspace_id=workspace_id, flow=flow, show_progress=True, version=watsonSDKVersion)
print()
#Full esults are hard to read, instead we let step by step progress report failures as they happen
#print('Results:')
#print(results)
#print()
filename = os.path.join(OUTPUT_FOLDER, '{}_report.tsv'.format(basefilename))
print('Writing full test results to: {}'.format(filename))
results.to_csv(filename, sep='\t', encoding='utf-8')
print()
#Can also run this way
#print('Running Conversational Flow as JSON: {} ({})'.format(flowfile, flow.shape[0]))
#results = ft.runFlowTest(workspace_id=workspace_id, flow=flow, show_progress=True,json_dump=True)
#print()
#print('Results:')
#for r in results:
# print(r)
#print()
# Json is a list. So you save differently.
filename = os.path.join(OUTPUT_FOLDER, '{}_report.json'.format(basefilename))
with open(filename, 'w') as file_handler:
for item in results:
file_handler.write("{}\n".format(item))
def processFile(flowfile: str, watsonSDKVersion: str):
basefilename = os.path.basename(flowfile).split('.')[0]
if flowfile.endswith("json"):
flow = json.load(open(flowfile))
flow = pd.DataFrame(flow)
else:
flow = pd.read_csv(flowfile, delimiter='\t')
# This bit widens the output on screen.
pd.set_option('display.max_columns', 10000)
pd.set_option('display.width', 10000)
#print('Flow to run:')
#print(flow)
#print()
ft = flowtest_v1.FlowTestV1(password=PASSWORD,
version=conversation_version,
url=WA_URL)
# print('Creating blank template: ')
# blank_flow = ft.createBlankTemplate()
# print(blank_flow)
# print()
# print('Creating blank report')
# report = ft.createBlankReport(alternate_intents=True)
# print(report)
# print()
print()
print('Running Conversational Flow: {} ({})'.format(flowfile, len(flow)))
results = ft.runFlowTest(workspace_id=workspace_id,
flow=flow,
show_progress=True,
version=watsonSDKVersion)
print()
#Full esults are hard to read, instead we let step by step progress report failures as they happen
#print('Results:')
#print(results)
#print()
filename = os.path.join(OUTPUT_FOLDER,
'{}_report.tsv'.format(basefilename))
print('Writing full test results to: {}'.format(filename))
results.to_csv(filename, sep='\t', encoding='utf-8')
print()
#Can also run this way
#print('Running Conversational Flow as JSON: {} ({})'.format(flowfile, flow.shape[0]))
#results = ft.runFlowTest(workspace_id=workspace_id, flow=flow, show_progress=True,json_dump=True)
#print()
#print('Results:')
#for r in results:
# print(r)
#print()
# Json is a list. So you save differently.
filename = os.path.join(OUTPUT_FOLDER,
'{}_report.json'.format(basefilename))
with open(filename, 'w', encoding='utf-8') as file_handler:
compact = results.to_json(orient='records')
readable = json.dumps(json.loads(compact), indent=2)
file_handler.write(readable)
#print('Report in by intent structure')
#print(ft.convertReportToIntentPerRow(results,input_all_lines=False))
success = results[['Matched Output', 'Matched Intent',
'Matched Entity']].replace(to_replace=['', 'n/a'],
value=True)
return success.all().all()