def expire_activity_later(aid):
"""
Later version of the above, to be called at the activity when datetime
"""
logger.warning('expire_activity_later aid:%s' % str(aid))
activity = Activity.objects.get(id=aid)
if activity.status == Activity.EXPIRED:
return 'Activity %s already expired' % str(aid)
activity.expire()
activity.save()
# notification_tasks.no_confirms(aid)
Metric.add_activity_metric(activity)
return 'Activity later %s expired successfully' % str(aid)
def create(self, metric_request):
metric = Metric(
sensor_type = metric_request['sensor_type'],
sensor_id = metric_request['sensor_id'],
timestamp_s = metric_request['timestamp_s'],
metric_name = metric_request['metric_name'],
metric_value = metric_request['metric_value'],
tags = metric_request['tags']
)
influx_body = [{
"measurement": metric.metric_name,
"tags": {
"sensor_type": metric.sensor_type,
"sensor_id": metric.sensor_id
},
"time": int(metric.timestamp_s),
"fields": {
"value": float(metric.metric_value)
}
}]
add_tags = metric.tags
for tag in add_tags:
for k in tag.keys():
for data in influx_body:
data["tags"][k] = tag[k]
write_data(influx_body)
return
def expire_activity_default(aid):
"""
Called when the activity is due to expire and expires it
Also adds the activity keener metrics to the Metric store
"""
activity = Activity.objects.get(id=aid)
if activity.status == Activity.EXPIRED:
logger.warning('Activity %s already expired' % str(aid))
return 'Activity %s already expired' % str(aid)
if activity.is_confirmed() and not activity.when:
return "Default expiry on %s not applied, as will be pulled by a later task" % str(aid)
now = datetime.datetime.now()
diff = activity.expiry - now
if diff.total_seconds() <= 120: #If the activity is meant to be expired in teh next 2 mins we do it
activity.expire()
activity.save()
Metric.add_activity_metric(activity)
# notification_tasks.no_confirms(aid)
return 'Activity default %s expired successfully' % str(aid)
else:
#Otherwise we don't and we set a new task to run at the correct time
expire_activity_default.apply_async(args=[aid], eta=activity.expiry)
def metrics_record_response_time(endpoint, timestamp, response_time,
metrics_groups):
global metrics_definitions
logger.debug("metrics_record_response_time({}, {}, {})".format(
endpoint.url, str(timestamp), str(response_time)))
metric = Metric(endpoint=endpoint,
timestamp=timestamp,
name='RESPONSE-TIME',
data=response_time)
deliver_metric_to_groups(metric, metrics_groups, metrics_definitions)
def parse_yaml_config(config_file_path, with_notary, with_trivy,
with_chartmuseum):
'''
:param configs: config_parser object
:returns: dict of configs
'''
with open(config_file_path) as f:
configs = yaml.safe_load(f)
config_dict = {
'portal_url': 'http://portal:8080',
'registry_url': 'http://registry:5000',
'registry_controller_url': 'http://registryctl:8080',
'core_url': 'http://core:8080',
'core_local_url': 'http://127.0.0.1:8080',
'token_service_url': 'http://core:8080/service/token',
'jobservice_url': 'http://jobservice:8080',
'trivy_adapter_url': 'http://trivy-adapter:8080',
'notary_url': 'http://notary-server:4443',
'chart_repository_url': 'http://chartmuseum:9999'
}
config_dict['hostname'] = configs["hostname"]
config_dict['protocol'] = 'http'
http_config = configs.get('http') or {}
config_dict['http_port'] = http_config.get('port', 80)
https_config = configs.get('https')
if https_config:
config_dict['protocol'] = 'https'
config_dict['https_port'] = https_config.get('port', 443)
config_dict['cert_path'] = https_config["certificate"]
config_dict['cert_key_path'] = https_config["private_key"]
if configs.get('external_url'):
config_dict['public_url'] = configs.get('external_url')
else:
if config_dict['protocol'] == 'https':
if config_dict['https_port'] == 443:
config_dict['public_url'] = '{protocol}://{hostname}'.format(
**config_dict)
else:
config_dict[
'public_url'] = '{protocol}://{hostname}:{https_port}'.format(
**config_dict)
else:
if config_dict['http_port'] == 80:
config_dict['public_url'] = '{protocol}://{hostname}'.format(
**config_dict)
else:
config_dict[
'public_url'] = '{protocol}://{hostname}:{http_port}'.format(
**config_dict)
# DB configs
db_configs = configs.get('database')
if db_configs:
# harbor db
config_dict['harbor_db_host'] = 'postgresql'
config_dict['harbor_db_port'] = 5432
config_dict['harbor_db_name'] = 'registry'
config_dict['harbor_db_username'] = '******'
config_dict['harbor_db_password'] = db_configs.get("password") or ''
config_dict['harbor_db_sslmode'] = 'disable'
config_dict['harbor_db_max_idle_conns'] = db_configs.get(
"max_idle_conns") or default_db_max_idle_conns
config_dict['harbor_db_max_open_conns'] = db_configs.get(
"max_open_conns") or default_db_max_open_conns
if with_notary:
# notary signer
config_dict['notary_signer_db_host'] = 'postgresql'
config_dict['notary_signer_db_port'] = 5432
config_dict['notary_signer_db_name'] = 'notarysigner'
config_dict['notary_signer_db_username'] = '******'
config_dict['notary_signer_db_password'] = '******'
config_dict['notary_signer_db_sslmode'] = 'disable'
# notary server
config_dict['notary_server_db_host'] = 'postgresql'
config_dict['notary_server_db_port'] = 5432
config_dict['notary_server_db_name'] = 'notaryserver'
config_dict['notary_server_db_username'] = '******'
config_dict['notary_server_db_password'] = '******'
config_dict['notary_server_db_sslmode'] = 'disable'
# Data path volume
config_dict['data_volume'] = configs['data_volume']
# Initial Admin Password
config_dict['harbor_admin_password'] = configs["harbor_admin_password"]
# Registry storage configs
storage_config = configs.get('storage_service') or {}
config_dict['registry_custom_ca_bundle_path'] = storage_config.get(
'ca_bundle') or ''
if storage_config.get('filesystem'):
config_dict['storage_provider_name'] = 'filesystem'
config_dict['storage_provider_config'] = storage_config['filesystem']
elif storage_config.get('azure'):
config_dict['storage_provider_name'] = 'azure'
config_dict['storage_provider_config'] = storage_config['azure']
elif storage_config.get('gcs'):
config_dict['storage_provider_name'] = 'gcs'
config_dict['storage_provider_config'] = storage_config['gcs']
elif storage_config.get('s3'):
config_dict['storage_provider_name'] = 's3'
config_dict['storage_provider_config'] = storage_config['s3']
elif storage_config.get('swift'):
config_dict['storage_provider_name'] = 'swift'
config_dict['storage_provider_config'] = storage_config['swift']
elif storage_config.get('oss'):
config_dict['storage_provider_name'] = 'oss'
config_dict['storage_provider_config'] = storage_config['oss']
else:
config_dict['storage_provider_name'] = 'filesystem'
config_dict['storage_provider_config'] = {}
if storage_config.get('redirect'):
config_dict['storage_redirect_disabled'] = storage_config['redirect'][
'disabled']
# Global proxy configs
proxy_config = configs.get('proxy') or {}
proxy_components = proxy_config.get('components') or []
no_proxy_config = proxy_config.get('no_proxy')
all_no_proxy = INTERNAL_NO_PROXY_DN
if no_proxy_config:
all_no_proxy |= set(no_proxy_config.split(','))
for proxy_component in proxy_components:
config_dict[proxy_component +
'_http_proxy'] = proxy_config.get('http_proxy') or ''
config_dict[proxy_component +
'_https_proxy'] = proxy_config.get('https_proxy') or ''
config_dict[proxy_component + '_no_proxy'] = ','.join(all_no_proxy)
# Trivy configs, optional
trivy_configs = configs.get("trivy") or {}
config_dict['trivy_github_token'] = trivy_configs.get("github_token") or ''
config_dict['trivy_skip_update'] = trivy_configs.get(
"skip_update") or False
config_dict['trivy_offline_scan'] = trivy_configs.get(
"offline_scan") or False
config_dict['trivy_ignore_unfixed'] = trivy_configs.get(
"ignore_unfixed") or False
config_dict['trivy_insecure'] = trivy_configs.get("insecure") or False
config_dict['trivy_timeout'] = trivy_configs.get("timeout") or '5m0s'
# Chart configs
chart_configs = configs.get("chart") or {}
if chart_configs.get('absolute_url') == 'enabled':
config_dict['chart_absolute_url'] = True
else:
config_dict['chart_absolute_url'] = False
# jobservice config
js_config = configs.get('jobservice') or {}
config_dict['max_job_workers'] = js_config["max_job_workers"]
config_dict['jobservice_secret'] = generate_random_string(16)
# notification config
notification_config = configs.get('notification') or {}
config_dict['notification_webhook_job_max_retry'] = notification_config[
"webhook_job_max_retry"]
# Log configs
allowed_levels = ['debug', 'info', 'warning', 'error', 'fatal']
log_configs = configs.get('log') or {}
log_level = log_configs['level']
if log_level not in allowed_levels:
raise Exception(
'log level must be one of debug, info, warning, error, fatal')
config_dict['log_level'] = log_level.lower()
# parse local log related configs
local_logs = log_configs.get('local') or {}
if local_logs:
config_dict['log_location'] = local_logs.get(
'location') or '/var/log/harbor'
config_dict['log_rotate_count'] = local_logs.get('rotate_count') or 50
config_dict['log_rotate_size'] = local_logs.get(
'rotate_size') or '200M'
# parse external log endpoint related configs
if log_configs.get('external_endpoint'):
config_dict['log_external'] = True
config_dict['log_ep_protocol'] = log_configs['external_endpoint'][
'protocol']
config_dict['log_ep_host'] = log_configs['external_endpoint']['host']
config_dict['log_ep_port'] = log_configs['external_endpoint']['port']
else:
config_dict['log_external'] = False
# external DB, optional, if external_db enabled, it will cover the database config
external_db_configs = configs.get('external_database') or {}
if external_db_configs:
config_dict['external_database'] = True
# harbor db
config_dict['harbor_db_host'] = external_db_configs['harbor']['host']
config_dict['harbor_db_port'] = external_db_configs['harbor']['port']
config_dict['harbor_db_name'] = external_db_configs['harbor'][
'db_name']
config_dict['harbor_db_username'] = external_db_configs['harbor'][
'username']
config_dict['harbor_db_password'] = external_db_configs['harbor'][
'password']
config_dict['harbor_db_sslmode'] = external_db_configs['harbor'][
'ssl_mode']
config_dict['harbor_db_max_idle_conns'] = external_db_configs[
'harbor'].get("max_idle_conns") or default_db_max_idle_conns
config_dict['harbor_db_max_open_conns'] = external_db_configs[
'harbor'].get("max_open_conns") or default_db_max_open_conns
if with_notary:
# notary signer
config_dict['notary_signer_db_host'] = external_db_configs[
'notary_signer']['host']
config_dict['notary_signer_db_port'] = external_db_configs[
'notary_signer']['port']
config_dict['notary_signer_db_name'] = external_db_configs[
'notary_signer']['db_name']
config_dict['notary_signer_db_username'] = external_db_configs[
'notary_signer']['username']
config_dict['notary_signer_db_password'] = external_db_configs[
'notary_signer']['password']
config_dict['notary_signer_db_sslmode'] = external_db_configs[
'notary_signer']['ssl_mode']
# notary server
config_dict['notary_server_db_host'] = external_db_configs[
'notary_server']['host']
config_dict['notary_server_db_port'] = external_db_configs[
'notary_server']['port']
config_dict['notary_server_db_name'] = external_db_configs[
'notary_server']['db_name']
config_dict['notary_server_db_username'] = external_db_configs[
'notary_server']['username']
config_dict['notary_server_db_password'] = external_db_configs[
'notary_server']['password']
config_dict['notary_server_db_sslmode'] = external_db_configs[
'notary_server']['ssl_mode']
else:
config_dict['external_database'] = False
# update redis configs
config_dict.update(
get_redis_configs(configs.get("external_redis", None), with_trivy))
# auto generated secret string for core
config_dict['core_secret'] = generate_random_string(16)
# UAA configs
config_dict['uaa'] = configs.get('uaa') or {}
config_dict['registry_username'] = REGISTRY_USER_NAME
config_dict['registry_password'] = generate_random_string(32)
internal_tls_config = configs.get('internal_tls')
# TLS related configs
if internal_tls_config and internal_tls_config.get('enabled'):
config_dict['internal_tls'] = InternalTLS(
internal_tls_config['enabled'],
False,
internal_tls_config['dir'],
configs['data_volume'],
with_notary=with_notary,
with_trivy=with_trivy,
with_chartmuseum=with_chartmuseum,
external_database=config_dict['external_database'])
else:
config_dict['internal_tls'] = InternalTLS()
# metric configs
metric_config = configs.get('metric')
if metric_config:
config_dict['metric'] = Metric(metric_config['enabled'],
metric_config['port'],
metric_config['path'])
else:
config_dict['metric'] = Metric()
# trace configs
trace_config = configs.get('trace')
config_dict['trace'] = Trace(trace_config or {})
if config_dict['internal_tls'].enabled:
config_dict['portal_url'] = 'https://portal:8443'
config_dict['registry_url'] = 'https://registry:5443'
config_dict['registry_controller_url'] = 'https://registryctl:8443'
config_dict['core_url'] = 'https://core:8443'
config_dict['core_local_url'] = 'https://core:8443'
config_dict['token_service_url'] = 'https://core:8443/service/token'
config_dict['jobservice_url'] = 'https://jobservice:8443'
config_dict['trivy_adapter_url'] = 'https://trivy-adapter:8443'
# config_dict['notary_url'] = 'http://notary-server:4443'
config_dict['chart_repository_url'] = 'https://chartmuseum:9443'
# purge upload configs
purge_upload_config = configs.get('upload_purging')
config_dict['purge_upload'] = PurgeUpload(purge_upload_config or {})
return config_dict
def seed():
metrics = []
Metric.query.delete()
metrics.append(
Metric(1119, 15008, 'ADA', 0.722873065774081, 0.765547263681592))
metrics.append(
Metric(1119, 15008, 'DT', 0.873483256815293, 0.88681592039801))
metrics.append(
Metric(1119, 15008, 'KNN', 0.251396648044693, 0.335820895522388))
metrics.append(
Metric(1119, 15008, 'LR', 0.713287844475162, 0.758706467661692))
metrics.append(
Metric(1119, 15008, 'NN', 0.251396648044693, 0.335820895522388))
metrics.append(
Metric(1119, 15008, 'RF', 0.894337665032553, 0.90547263681592))
metrics.append(
Metric(1119, 15008, 'SGD', 0.356550580431177, 0.396766169154229))
metrics.append(
Metric(1119, 15008, 'SVC', 0.399103139013453, 0.664179104477612))
metrics.append(
Metric(1120, 7734, 'ADA', 0.734491931342756, 0.789405684754522))
metrics.append(
Metric(1120, 7734, 'DT', 0.910084328079651, 0.921188630490956))
metrics.append(
Metric(1120, 7734, 'KNN', 0.241176470588235, 0.317829457364341))
metrics.append(
Metric(1120, 7734, 'LR', 0.690322666212778, 0.766149870801034))
metrics.append(
Metric(1120, 7734, 'NN', 0.289475084827722, 0.348191214470284))
metrics.append(
Metric(1120, 7734, 'RF', 0.917335953520164, 0.928940568475452))
metrics.append(
Metric(1120, 7734, 'SGD', 0.244364525401878, 0.319767441860465))
metrics.append(
Metric(1120, 7734, 'SVC', 0.405529953917051, 0.682170542635659))
metrics.append(
Metric(1121, 8924, 'ADA', 0.715987593917994, 0.782786885245902))
metrics.append(
Metric(1121, 8924, 'DT', 0.880103448275862, 0.896174863387978))
metrics.append(Metric(1121, 8924, 'KNN', 0.2375, 0.311475409836066))
metrics.append(
Metric(1121, 8924, 'LR', 0.724269971856938, 0.78551912568306))
metrics.append(Metric(1121, 8924, 'NN', 0.2375, 0.311475409836066))
metrics.append(
Metric(1121, 8924, 'RF', 0.899531572376053, 0.915300546448087))
metrics.append(
Metric(1121, 8924, 'SGD', 0.583455629099404, 0.584699453551913))
metrics.append(
Metric(1121, 8924, 'SVC', 0.407766990291262, 0.688524590163934))
metrics.append(
Metric(1122, 13273, 'ADA', 0.486842105263158, 0.948717948717949))
metrics.append(
Metric(1122, 13273, 'DT', 0.904606604158174, 0.982905982905983))
metrics.append(
Metric(1122, 13273, 'KNN', 0.486842105263158, 0.948717948717949))
metrics.append(
Metric(1122, 13273, 'LR', 0.75313562302192, 0.961538461538462))
metrics.append(
Metric(1122, 13273, 'NN', 0.472769855622424, 0.675213675213675))
metrics.append(
Metric(1122, 13273, 'RF', 0.910723531816324, 0.985042735042735))
metrics.append(
Metric(1122, 13273, 'SGD', 0.484581497797357, 0.94017094017094))
metrics.append(
Metric(1122, 13273, 'SVC', 0.486842105263158, 0.948717948717949))
metrics.append(
Metric(1123, 8141, 'ADA', 0.728109101187111, 0.853994490358127))
metrics.append(
Metric(1123, 8141, 'DT', 0.895621379683474, 0.934573002754821))
metrics.append(
Metric(1123, 8141, 'KNN', 0.444954128440367, 0.801652892561983))
metrics.append(
Metric(1123, 8141, 'LR', 0.697321428571428, 0.84435261707989))
metrics.append(
Metric(1123, 8141, 'NN', 0.16551724137931, 0.198347107438017))
metrics.append(
Metric(1123, 8141, 'RF', 0.906933609127805, 0.944214876033058))
metrics.append(
Metric(1123, 8141, 'SGD', 0.22592276674938, 0.242424242424242))
metrics.append(
Metric(1123, 8141, 'SVC', 0.444954128440367, 0.801652892561983))
metrics.append(
Metric(1124, 10939, 'ADA', 0.822651533446028, 0.843137254901961))
metrics.append(
Metric(1124, 10939, 'DT', 0.933326070378037, 0.941176470588235))
metrics.append(Metric(1124, 10939, 'KNN', 0.25, 0.333333333333333))
metrics.append(
Metric(1124, 10939, 'LR', 0.820816864295125, 0.843137254901961))
metrics.append(Metric(1124, 10939, 'NN', 0.4, 0.666666666666667))
metrics.append(
Metric(1124, 10939, 'RF', 0.931732465065798, 0.939542483660131))
metrics.append(
Metric(1124, 10939, 'SGD', 0.271706016755522, 0.34640522875817))
metrics.append(Metric(1124, 10939, 'SVC', 0.4, 0.666666666666667))
metrics.append(
Metric(1125, 9305, 'ADA', 0.434782608695652, 0.769230769230769))
metrics.append(
Metric(1125, 9305, 'DT', 0.846517119244392, 0.893162393162393))
metrics.append(
Metric(1125, 9305, 'KNN', 0.434782608695652, 0.769230769230769))
metrics.append(
Metric(1125, 9305, 'LR', 0.434782608695652, 0.769230769230769))
metrics.append(Metric(1125, 9305, 'NN', 0.2525374714121,
0.277777777777778))
metrics.append(
Metric(1125, 9305, 'RF', 0.88663967611336, 0.925213675213675))
metrics.append(
Metric(1125, 9305, 'SGD', 0.223747426218257, 0.256410256410256))
metrics.append(
Metric(1125, 9305, 'SVC', 0.434782608695652, 0.769230769230769))
metrics.append(
Metric(1126, 10019, 'ADA', 0.73216077289899, 0.946540880503145))
metrics.append(
Metric(1126, 10019, 'DT', 0.87994966442953, 0.971698113207547))
metrics.append(
Metric(1126, 10019, 'KNN', 0.482926829268293, 0.933962264150943))
metrics.append(
Metric(1126, 10019, 'LR', 0.701925808100892, 0.94811320754717))
metrics.append(
Metric(1126, 10019, 'NN', 0.482926829268293, 0.933962264150943))
metrics.append(
Metric(1126, 10019, 'RF', 0.900818713450292, 0.977987421383648))
metrics.append(
Metric(1126, 10019, 'SGD', 0.695093062605753, 0.919811320754717))
metrics.append(
Metric(1126, 10019, 'SVC', 0.482926829268293, 0.933962264150943))
metrics.append(
Metric(1129, 8139, 'ADA', 0.708448188413787, 0.758547008547009))
metrics.append(
Metric(1129, 8139, 'DT', 0.869614770914064, 0.882478632478633))
metrics.append(Metric(1129, 8139, 'KNN', 0.4, 0.666666666666667))
metrics.append(
Metric(1129, 8139, 'LR', 0.686996650373698, 0.743589743589744))
metrics.append(Metric(1129, 8139, 'NN', 0.25, 0.333333333333333))
metrics.append(
Metric(1129, 8139, 'RF', 0.878508264075144, 0.892094017094017))
metrics.append(
Metric(1129, 8139, 'SGD', 0.350892114979413, 0.386752136752137))
metrics.append(Metric(1129, 8139, 'SVC', 0.4, 0.666666666666667))
metrics.append(
Metric(1130, 12883, 'ADA', 0.57747054322347, 0.811063218390805))
metrics.append(
Metric(1130, 12883, 'DT', 0.874347856686056, 0.915229885057471))
metrics.append(
Metric(1130, 12883, 'KNN', 0.171428571428571, 0.206896551724138))
metrics.append(
Metric(1130, 12883, 'LR', 0.596048706311159, 0.802442528735632))
metrics.append(
Metric(1130, 12883, 'NN', 0.171428571428571, 0.206896551724138))
metrics.append(
Metric(1130, 12883, 'RF', 0.892702980472765, 0.931034482758621))
metrics.append(
Metric(1130, 12883, 'SGD', 0.171428571428571, 0.206896551724138))
metrics.append(
Metric(1130, 12883, 'SVC', 0.442307692307692, 0.793103448275862))
metrics.append(
Metric(1131, 9376, 'ADA', 0.714130168744039, 0.797709923664122))
metrics.append(
Metric(1131, 9376, 'DT', 0.875376565720628, 0.896946564885496))
metrics.append(
Metric(1131, 9376, 'KNN', 0.415178571428571, 0.709923664122137))
metrics.append(
Metric(1131, 9376, 'LR', 0.717394468081464, 0.786259541984733))
metrics.append(
Metric(1131, 9376, 'NN', 0.198708140984573, 0.212468193384224))
metrics.append(
Metric(1131, 9376, 'RF', 0.899656744401005, 0.91793893129771))
metrics.append(
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Metric(1224, 8468, 'KNN', 0.419847328244275, 0.723684210526316))
metrics.append(
Metric(1224, 8468, 'LR', 0.666082761393332, 0.776315789473684))
metrics.append(
Metric(1224, 8468, 'NN', 0.22461651586021, 0.269736842105263))
metrics.append(
Metric(1224, 8468, 'RF', 0.886626960086232, 0.913377192982456))
metrics.append(
Metric(1224, 8468, 'SGD', 0.231634732980024, 0.286184210526316))
metrics.append(
Metric(1224, 8468, 'SVC', 0.419847328244275, 0.723684210526316))
metrics.append(
Metric(1225, 9213, 'ADA', 0.486486486486487, 0.947368421052632))
metrics.append(
Metric(1225, 9213, 'DT', 0.872296124927704, 0.974780701754386))
metrics.append(
Metric(1225, 9213, 'KNN', 0.486486486486487, 0.947368421052632))
metrics.append(
Metric(1225, 9213, 'LR', 0.635878660199288, 0.948464912280702))
metrics.append(
Metric(1225, 9213, 'NN', 0.486486486486487, 0.947368421052632))
metrics.append(
Metric(1225, 9213, 'RF', 0.887782922643526, 0.979166666666667))
metrics.append(
Metric(1225, 9213, 'SGD', 0.547376570781967, 0.917763157894737))
metrics.append(
Metric(1225, 9213, 'SVC', 0.486486486486487, 0.947368421052632))
metrics.append(Metric(1226, 7950, 'ADA', 0.448275862068966, 0.8125))
metrics.append(
Metric(1226, 7950, 'DT', 0.853462397617275, 0.914583333333333))
metrics.append(Metric(1226, 7950, 'KNN', 0.448275862068966, 0.8125))
metrics.append(Metric(1226, 7950, 'LR', 0.448275862068966, 0.8125))
metrics.append(Metric(1226, 7950, 'NN', 0.448275862068966, 0.8125))
metrics.append(Metric(1226, 7950, 'RF', 0.868980863373387, 0.928125))
metrics.append(
Metric(1226, 7950, 'SGD', 0.58023995429442, 0.701041666666667))
metrics.append(
Metric(1226, 7950, 'SVC', 0.490989010989011, 0.597916666666667))
metrics.append(
Metric(1228, 8813, 'ADA', 0.744458874923524, 0.838541666666667))
metrics.append(Metric(1228, 8813, 'DT', 0.864110265228162, 0.8984375))
metrics.append(
Metric(1228, 8813, 'KNN', 0.189192568154193, 0.208333333333333))
metrics.append(
Metric(1228, 8813, 'LR', 0.699244755244755, 0.817708333333333))
metrics.append(Metric(1228, 8813, 'NN', 0.189873417721519, 0.234375))
metrics.append(
Metric(1228, 8813, 'RF', 0.888384652889772, 0.919270833333333))
metrics.append(
Metric(1228, 8813, 'SGD', 0.672631710674509, 0.716145833333333))
metrics.append(Metric(1228, 8813, 'SVC', 0.433628318584071, 0.765625))
metrics.append(
Metric(1234, 9044, 'ADA', 0.575018519573765, 0.755411255411255))
metrics.append(
Metric(1234, 9044, 'DT', 0.883985447504368, 0.91017316017316))
metrics.append(
Metric(1234, 9044, 'KNN', 0.421052631578947, 0.727272727272727))
metrics.append(
Metric(1234, 9044, 'LR', 0.630886970172684, 0.753246753246753))
metrics.append(
Metric(1234, 9044, 'NN', 0.421052631578947, 0.727272727272727))
metrics.append(
Metric(1234, 9044, 'RF', 0.885836547733848, 0.911255411255411))
metrics.append(
Metric(1234, 9044, 'SGD', 0.214285714285714, 0.272727272727273))
metrics.append(
Metric(1234, 9044, 'SVC', 0.421052631578947, 0.727272727272727))
metrics.append(
Metric(1315, 9443, 'ADA', 0.745218683084002, 0.784825870646766))
metrics.append(
Metric(1315, 9443, 'DT', 0.897362851479827, 0.90547263681592))
metrics.append(
Metric(1315, 9443, 'KNN', 0.390909090909091, 0.641791044776119))
metrics.append(Metric(1315, 9443, 'LR', 0.76243783075102,
0.79228855721393))
metrics.append(
Metric(1315, 9443, 'NN', 0.263736263736264, 0.358208955223881))
metrics.append(
Metric(1315, 9443, 'RF', 0.905608479806789, 0.912935323383085))
metrics.append(
Metric(1315, 9443, 'SGD', 0.406298221795424, 0.445273631840796))
metrics.append(
Metric(1315, 9443, 'SVC', 0.390909090909091, 0.641791044776119))
[db.session.add(metric) for metric in metrics]
db.session.commit()
gz.write(reportContents.encode("UTF-8"))
gz.close()
# so just compress into a memory buffer and save that.
report.upload.save(filename, ContentFile(str_io.getvalue()))
report.save()
for name in metrics:
metric = metrics[name]
description = metric['description']
units = metric['units']
value = metric['value']
storedMetric = Metric(name=name,
description=description,
units=units,
report=report,
value=value)
storedMetric.save()
return HttpResponse("Report upload succeeded",
'text/plain; charset=UTF-8"', 200)
def system_view(request, system_name):
try:
system = System.objects.get(name=system_name)
except System.DoesNotExist:
raise Http404
reports = Report.objects.filter(system=system).order_by('-date')[0:5]
# so just compress into a memory buffer and save that.
report.upload.save(filename,
ContentFile(str_io.getvalue()))
report.save()
for name in metrics:
metric = metrics[name]
description = metric['description']
units = metric['units']
value = metric['value']
storedMetric = Metric(name=name,
description=description,
units=units,
report=report,
value=value)
storedMetric.save()
return HttpResponse("Report upload succeeded", 'text/plain; charset=UTF-8"', 200)
def system_view(request, system_name):
try:
system = System.objects.get(name=system_name)
except System.DoesNotExist:
raise Http404
reports = Report.objects.filter(system=system).order_by('-date')[0:5]
report_table = ReportTable()
def record_metric(event_name, request, language='', registration_id=''):
if 'From' in request.POST:
Metric(event=event_name, phone=request.POST['From'], language=language, registration_id=registration_id).save()