openstack
/
monasca-transform
Code Issues Proposed changes

Remove service_id from pre-transform spec 

Remove unused field service_id from pre-transform spec.
service_id's original purpose was identify the service
that is genarating metric, but this information should
be provided by the source, as a dimension rather
than assigning its value in pre-transform spec.

Change-Id: I223eb2296df438b139e3d9b5aaf4b1b679f70797
Depends-on: I81a35e048e6bd5649c6b3031ac2722be6a309088
Story: 2001815
Task: 12556
This commit is contained in:
Ashwin Agate 2018-05-09 15:25:37 -07:00
parent 78f4d7a5a4
commit fbad704cc2
19 changed files with 200 additions and 285 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

15
docs/create-new-aggregation-pipeline.md
View File

@ -75,7 +75,6 @@ The metric we are interested in is
"event_type":"monasca.collection_time_sec", <-- EDITED "event_type":"monasca.collection_time_sec", <-- EDITED
"metric_id_list":["monasca_collection_host"], <-- EDITED "metric_id_list":["monasca_collection_host"], <-- EDITED
"required_raw_fields_list":["creation_time", "metric.dimensions.hostname"], <--EDITED "required_raw_fields_list":["creation_time", "metric.dimensions.hostname"], <--EDITED
"service_id":"host_metrics"
} }
``` ```
Lets look at all the fields that were edited (Marked as `<-- EDITED` above): Lets look at all the fields that were edited (Marked as `<-- EDITED` above):
@ -91,13 +90,8 @@ The metric we are interested in is
This should list fields in the incoming metrics that are required. Pre-processing will This should list fields in the incoming metrics that are required. Pre-processing will
eliminate or remove metrics which have missing required fields, during validation. eliminate or remove metrics which have missing required fields, during validation.
**service_id**: set to "host_metrics"
This identifies the source service these metrics belong to. (To be removed)
**Note:** "metric_id" is a misnomer, it is not really a metric identifier but rather identifier **Note:** "metric_id" is a misnomer, it is not really a metric identifier but rather identifier
for transformation spec. This will be changed to transform_spec_id in the future. Also for transformation spec. This will be changed to transform_spec_id in the future.
"service_id" should be set by the source that is generating the metric. This will be removed in
the future. (Please see Story [2001815](https://storyboard.openstack.org/#!/story/2001815))
* **Step 3**: Create a "transform_spec" to find maximum metric value for each host * **Step 3**: Create a "transform_spec" to find maximum metric value for each host
@ -241,7 +235,6 @@ The metric we are interested in is
"event_type":"monasca.collection_time_sec", "event_type":"monasca.collection_time_sec",
"metric_id_list":["monasca_collection_host", "monasca_collection_all"], <-- EDITED "metric_id_list":["monasca_collection_host", "monasca_collection_all"], <-- EDITED
"required_raw_fields_list":["creation_time", "metric.dimensions.hostname"], "required_raw_fields_list":["creation_time", "metric.dimensions.hostname"],
"service_id":"host_metrics"
} }
``` ```
Thus we were able to add additional transformation or aggregation pipeline to the same incoming Thus we were able to add additional transformation or aggregation pipeline to the same incoming
@ -254,7 +247,7 @@ The metric we are interested in is
and add following line. and add following line.
``` ```
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"monasca.collection_time_sec","metric_id_list":["monasca_collection_host","monasca_collection_all"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"monasca.collection_time_sec","metric_id_list":["monasca_collection_host","monasca_collection_all"],"required_raw_fields_list":["creation_time"]}
``` ```
**Note:** Each line does not end with a comma (the file is not one big json document). **Note:** Each line does not end with a comma (the file is not one big json document).
@ -299,7 +292,7 @@ The metric we are interested in is
"firstrecord_timestamp_unix":1523427604.208577,"project_id":"NA","lastrecord_timestamp_unix":1523428189.718174, "firstrecord_timestamp_unix":1523427604.208577,"project_id":"NA","lastrecord_timestamp_unix":1523428189.718174,
"aggregation_period":"hourly","host":"NA","container_name":"NA","interface":"NA", "aggregation_period":"hourly","host":"NA","container_name":"NA","interface":"NA",
"aggregated_metric_name":"monasca.collection_time_sec_all_agg","tenant_id":"NA","region":"NA", "aggregated_metric_name":"monasca.collection_time_sec_all_agg","tenant_id":"NA","region":"NA",
"firstrecord_timestamp_string":"2018-04-11 06:20:04","service_id":"NA","quantity":0.0687000751} "firstrecord_timestamp_string":"2018-04-11 06:20:04","quantity":0.0687000751}
{"usage_hour":"06","geolocation":"NA","record_count":40.0,"app":"NA","deployment":"NA","resource_uuid":"NA", {"usage_hour":"06","geolocation":"NA","record_count":40.0,"app":"NA","deployment":"NA","resource_uuid":"NA",
"pod_name":"NA","usage_minute":"NA","service_group":"NA","lastrecord_timestamp_string":"2018-04-11 06:29:49", "pod_name":"NA","usage_minute":"NA","service_group":"NA","lastrecord_timestamp_string":"2018-04-11 06:29:49",
@ -308,7 +301,7 @@ The metric we are interested in is
"project_id":"NA","lastrecord_timestamp_unix":1523428189.718174,"aggregation_period":"hourly", "project_id":"NA","lastrecord_timestamp_unix":1523428189.718174,"aggregation_period":"hourly",
"host":"devstack","container_name":"NA","interface":"NA", "host":"devstack","container_name":"NA","interface":"NA",
"aggregated_metric_name":"monasca.collection_time_sec_host_agg","tenant_id":"NA","region":"NA", "aggregated_metric_name":"monasca.collection_time_sec_host_agg","tenant_id":"NA","region":"NA",
"firstrecord_timestamp_string":"2018-04-11 06:20:04","service_id":"NA","quantity":0.0687000751} "firstrecord_timestamp_string":"2018-04-11 06:20:04","quantity":0.0687000751}
``` ```
Similarly, to verify if final aggregated metrics are being published by pre hourly processor, Similarly, to verify if final aggregated metrics are being published by pre hourly processor,

34
monasca_transform/data_driven_specs/pre_transform_specs/pre_transform_specs.json
View File

@ -1,17 +1,17 @@
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"mem.total_mb","metric_id_list":["mem_total_all"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"mem.total_mb","metric_id_list":["mem_total_all"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"mem.usable_mb","metric_id_list":["mem_usable_all"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"mem.usable_mb","metric_id_list":["mem_usable_all"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vm.mem.total_mb","metric_id_list":["vm_mem_total_mb_all","vm_mem_total_mb_project"],"required_raw_fields_list":["creation_time","tenantId","resource_id"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vm.mem.total_mb","metric_id_list":["vm_mem_total_mb_all","vm_mem_total_mb_project"],"required_raw_fields_list":["creation_time","tenantId","resource_id"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vm.mem.used_mb","metric_id_list":["vm_mem_used_mb_all","vm_mem_used_mb_project"],"required_raw_fields_list":["creation_time","tenantId","resource_id"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vm.mem.used_mb","metric_id_list":["vm_mem_used_mb_all","vm_mem_used_mb_project"],"required_raw_fields_list":["creation_time","tenantId","resource_id"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"nova.vm.mem.total_allocated_mb","metric_id_list":["nova_vm_mem_total_all"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"nova.vm.mem.total_allocated_mb","metric_id_list":["nova_vm_mem_total_all"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"disk.total_space_mb","metric_id_list":["disk_total_all"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"disk.total_space_mb","metric_id_list":["disk_total_all"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"disk.total_used_space_mb","metric_id_list":["disk_usable_all"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"disk.total_used_space_mb","metric_id_list":["disk_usable_all"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"nova.vm.disk.total_allocated_gb","metric_id_list":["nova_disk_total_allocated_gb_all"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"nova.vm.disk.total_allocated_gb","metric_id_list":["nova_disk_total_allocated_gb_all"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vm.disk.allocation","metric_id_list":["vm_disk_allocation_all","vm_disk_allocation_project"],"required_raw_fields_list":["creation_time","tenant_id","resource_id"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vm.disk.allocation","metric_id_list":["vm_disk_allocation_all","vm_disk_allocation_project"],"required_raw_fields_list":["creation_time","tenant_id","resource_id"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"cpu.total_logical_cores","metric_id_list":["cpu_total_all","cpu_total_host","cpu_util_all","cpu_util_host"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"cpu.total_logical_cores","metric_id_list":["cpu_total_all","cpu_total_host","cpu_util_all","cpu_util_host"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"cpu.idle_perc","metric_id_list":["cpu_util_all","cpu_util_host"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"cpu.idle_perc","metric_id_list":["cpu_util_all","cpu_util_host"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vcpus","metric_id_list":["vcpus_all","vcpus_project"],"required_raw_fields_list":["creation_time","project_id","resource_id"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vcpus","metric_id_list":["vcpus_all","vcpus_project"],"required_raw_fields_list":["creation_time","project_id","resource_id"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vm.cpu.utilization_perc","metric_id_list":["vm_cpu_util_perc_project"],"required_raw_fields_list":["creation_time","tenant_id","resource_id"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vm.cpu.utilization_perc","metric_id_list":["vm_cpu_util_perc_project"],"required_raw_fields_list":["creation_time","tenant_id","resource_id"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"nova.vm.cpu.total_allocated","metric_id_list":["nova_vm_cpu_total_all"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"nova.vm.cpu.total_allocated","metric_id_list":["nova_vm_cpu_total_all"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"swiftlm.diskusage.host.val.size","metric_id_list":["swift_total_all","swift_total_host"],"required_raw_fields_list":["creation_time", "hostname", "dimensions#mount"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"swiftlm.diskusage.host.val.size","metric_id_list":["swift_total_all","swift_total_host"],"required_raw_fields_list":["creation_time", "hostname", "dimensions#mount"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"swiftlm.diskusage.host.val.avail","metric_id_list":["swift_avail_all","swift_avail_host","swift_usage_rate"],"required_raw_fields_list":["creation_time", "hostname", "dimensions#mount"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"swiftlm.diskusage.host.val.avail","metric_id_list":["swift_avail_all","swift_avail_host","swift_usage_rate"],"required_raw_fields_list":["creation_time", "hostname", "dimensions#mount"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"storage.objects.size","metric_id_list":["storage_objects_size_all"],"required_raw_fields_list":["creation_time", "project_id"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"storage.objects.size","metric_id_list":["storage_objects_size_all"],"required_raw_fields_list":["creation_time", "project_id"]}

7
monasca_transform/driver/mon_metrics_kafka.py
View File

@ -342,8 +342,7 @@ class MonMetricsKafkaProcessor(object):
validated_mon_metrics_df.event_processing_params, validated_mon_metrics_df.event_processing_params,
validated_mon_metrics_df.event_type, validated_mon_metrics_df.event_type,
explode(validated_mon_metrics_df.metric_id_list).alias( explode(validated_mon_metrics_df.metric_id_list).alias(
"this_metric_id"), "this_metric_id"))
validated_mon_metrics_df.service_id)
# #
# transform metrics data to record_store format # transform metrics data to record_store format
@ -422,9 +421,9 @@ class MonMetricsKafkaProcessor(object):
# event_second # event_second
from_unixtime(gen_mon_metrics_df.metric.timestamp / 1000, from_unixtime(gen_mon_metrics_df.metric.timestamp / 1000,
'ss').alias("event_second"), 'ss').alias("event_second"),
# TODO(ashwin): rename to transform_spec_group
gen_mon_metrics_df.this_metric_id.alias("metric_group"), gen_mon_metrics_df.this_metric_id.alias("metric_group"),
# TODO(ashwin): rename to transform_spec_id
gen_mon_metrics_df.this_metric_id.alias("metric_id"), gen_mon_metrics_df.this_metric_id.alias("metric_id"),
# metric dimensions # metric dimensions

13
monasca_transform/transform/transform_utils.py
View File

@ -104,7 +104,6 @@ class InstanceUsageUtils(TransformUtils):
Convert replaces any special "dimensions#", "meta#" or "value_meta#" occurrences into Convert replaces any special "dimensions#", "meta#" or "value_meta#" occurrences into
spark sql syntax to retrieve data from extra_data_map column. spark sql syntax to retrieve data from extra_data_map column.
""" """
if (item.startswith("dimensions#") or if (item.startswith("dimensions#") or
item.startswith("meta#") or item.startswith("meta#") or
@ -196,7 +195,7 @@ class RecordStoreUtils(TransformUtils):
"event_status", "event_version", "event_status", "event_version",
"record_type", "resource_uuid", "tenant_id", "record_type", "resource_uuid", "tenant_id",
"user_id", "region", "zone", "user_id", "region", "zone",
"host", "project_id", "service_group", "service_id", "host", "project_id",
"event_date", "event_hour", "event_minute", "event_date", "event_hour", "event_minute",
"event_second", "metric_group", "metric_id"] "event_second", "metric_group", "metric_id"]
@ -251,9 +250,9 @@ class RecordStoreUtils(TransformUtils):
def prepare_recordstore_group_by_list(group_by_list): def prepare_recordstore_group_by_list(group_by_list):
"""Prepare record store group by list. """Prepare record store group by list.
If the group by list contains any instances of "dimensions#", "meta#" or "value_meta#" then If the group by list contains any instances of "dimensions#", "meta#" or "value#meta" then
convert into proper dotted notation. i.e. "dimensions.", "meta." and convert into proper dotted notation, since original raw "dimensions", "meta" and
"value_meta." to reference columns in record_store data. "value_meta" are available in record_store data.
""" """
return [RecordStoreUtils.prepare_group_by_item(item) for item in group_by_list] return [RecordStoreUtils.prepare_group_by_item(item) for item in group_by_list]
@ -423,7 +422,6 @@ class PreTransformSpecsUtils(TransformUtils):
ArrayType(StringType(), ArrayType(StringType(),
containsNull=False), containsNull=False),
True) True)
service_id = StructField("service_id", StringType(), True)
event_processing_params = \ event_processing_params = \
StructField("event_processing_params", StructField("event_processing_params",
@ -436,8 +434,7 @@ class PreTransformSpecsUtils(TransformUtils):
]), True) ]), True)
schema = StructType([event_processing_params, event_type, schema = StructType([event_processing_params, event_type,
metric_id_list, required_raw_fields_list, metric_id_list, required_raw_fields_list])
service_id])
return schema return schema

51
tests/functional/data_driven_specs/pre_transform_specs/pre_transform_specs.json
View File

@ -1,25 +1,26 @@
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"mem.total_mb","metric_id_list":["mem_total_all"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"mem.total_mb","metric_id_list":["mem_total_all"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"mem.usable_mb","metric_id_list":["mem_usable_all"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"mem.usable_mb","metric_id_list":["mem_usable_all"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vm.mem.total_mb","metric_id_list":["vm_mem_total_mb_all","vm_mem_total_mb_project"],"required_raw_fields_list":["creation_time","tenantId","resource_id"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vm.mem.total_mb","metric_id_list":["vm_mem_total_mb_all","vm_mem_total_mb_project"],"required_raw_fields_list":["creation_time","tenantId","resource_id"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vm.mem.used_mb","metric_id_list":["vm_mem_used_mb_all","vm_mem_used_mb_project"],"required_raw_fields_list":["creation_time","tenantId","resource_id"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vm.mem.used_mb","metric_id_list":["vm_mem_used_mb_all","vm_mem_used_mb_project"],"required_raw_fields_list":["creation_time","tenantId","resource_id"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"nova.vm.mem.total_allocated_mb","metric_id_list":["nova_vm_mem_total_all"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"nova.vm.mem.total_allocated_mb","metric_id_list":["nova_vm_mem_total_all"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"disk.total_space_mb","metric_id_list":["disk_total_all"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"disk.total_space_mb","metric_id_list":["disk_total_all"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"disk.total_used_space_mb","metric_id_list":["disk_usable_all"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"disk.total_used_space_mb","metric_id_list":["disk_usable_all"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"nova.vm.disk.total_allocated_gb","metric_id_list":["nova_disk_total_allocated_gb_all"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"nova.vm.disk.total_allocated_gb","metric_id_list":["nova_disk_total_allocated_gb_all"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vm.disk.allocation","metric_id_list":["vm_disk_allocation_all","vm_disk_allocation_project"],"required_raw_fields_list":["creation_time","tenant_id","resource_id"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vm.disk.allocation","metric_id_list":["vm_disk_allocation_all","vm_disk_allocation_project"],"required_raw_fields_list":["creation_time","tenant_id","resource_id"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"cpu.total_logical_cores","metric_id_list":["cpu_total_all","cpu_total_host","cpu_util_all","cpu_util_host"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"cpu.total_logical_cores","metric_id_list":["cpu_total_all","cpu_total_host","cpu_util_all","cpu_util_host"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"cpu.idle_perc","metric_id_list":["cpu_util_all","cpu_util_host"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"cpu.idle_perc","metric_id_list":["cpu_util_all","cpu_util_host"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vcpus","metric_id_list":["vcpus_all","vcpus_project"],"required_raw_fields_list":["creation_time","project_id","resource_id"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vcpus","metric_id_list":["vcpus_all","vcpus_project"],"required_raw_fields_list":["creation_time","project_id","resource_id"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vm.cpu.utilization_perc","metric_id_list":["vm_cpu_util_perc_project"],"required_raw_fields_list":["creation_time","tenant_id","resource_id"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"vm.cpu.utilization_perc","metric_id_list":["vm_cpu_util_perc_project"],"required_raw_fields_list":["creation_time","tenant_id","resource_id"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"nova.vm.cpu.total_allocated","metric_id_list":["nova_vm_cpu_total_all"],"required_raw_fields_list":["creation_time"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"nova.vm.cpu.total_allocated","metric_id_list":["nova_vm_cpu_total_all"],"required_raw_fields_list":["creation_time"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"swiftlm.diskusage.host.val.size","metric_id_list":["swift_total_all","swift_total_host"],"required_raw_fields_list":["creation_time", "hostname", "dimensions#mount"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"swiftlm.diskusage.host.val.size","metric_id_list":["swift_total_all","swift_total_host"],"required_raw_fields_list":["creation_time", "hostname", "dimensions#mount"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"swiftlm.diskusage.host.val.avail","metric_id_list":["swift_avail_all","swift_avail_host","swift_usage_rate"],"required_raw_fields_list":["creation_time", "hostname", "dimensions#mount"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"swiftlm.diskusage.host.val.avail","metric_id_list":["swift_avail_all","swift_avail_host","swift_usage_rate"],"required_raw_fields_list":["creation_time", "hostname", "dimensions#mount"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"storage.objects.size","metric_id_list":["storage_objects_size_all"],"required_raw_fields_list":["creation_time", "project_id"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"storage.objects.size","metric_id_list":["storage_objects_size_all"],"required_raw_fields_list":["creation_time", "project_id"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"pod.net.in_bytes_sec","metric_id_list":["pod_net_in_b_per_sec_total_all","pod_net_in_b_per_sec_per_namespace","pod_net_in_b_per_sec_per_app"],"required_raw_fields_list":["creation_time","tenantId","dimensions#namespace","dimensions#pod_name","dimensions#app"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"pod.net.in_bytes_sec","metric_id_list":["pod_net_in_b_per_sec_total_all","pod_net_in_b_per_sec_per_namespace","pod_net_in_b_per_sec_per_app"],"required_raw_fields_list":["creation_time","tenantId","dimensions#namespace","dimensions#pod_name","dimensions#app"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"pod.net.out_bytes_sec","metric_id_list":["pod_net_out_b_per_sec_total_all","pod_net_out_b_per_sec_per_namespace"],"required_raw_fields_list":["creation_time","tenantId","dimensions#namespace","dimensions#pod_name"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"pod.net.out_bytes_sec","metric_id_list":["pod_net_out_b_per_sec_total_all","pod_net_out_b_per_sec_per_namespace"],"required_raw_fields_list":["creation_time","tenantId","dimensions#namespace","dimensions#pod_name"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"pod.mem.used_bytes","metric_id_list":["pod.mem_used_b_total_all","pod.mem_used_b_per_pod_name","pod.mem_used_b_per_namespace"],"required_raw_fields_list":["creation_time","tenantId","dimensions#namespace","dimensions#pod_name"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"pod.mem.used_bytes","metric_id_list":["pod.mem_used_b_total_all","pod.mem_used_b_per_pod_name","pod.mem_used_b_per_namespace"],"required_raw_fields_list":["creation_time","tenantId","dimensions#namespace","dimensions#pod_name"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"pod.cpu.total_time","metric_id_list":["pod_cpu_total_all","pod_cpu_per_namespace"],"required_raw_fields_list":["creation_time","tenantId","dimensions#namespace"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"pod.cpu.total_time","metric_id_list":["pod_cpu_total_all","pod_cpu_per_namespace"],"required_raw_fields_list":["creation_time","tenantId","dimensions#namespace"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"container.cpu.total_time","metric_id_list":["container_cpu_total_time_all","container_cpu_total_time_per_container"],"required_raw_fields_list":["creation_time","tenantId","dimensions#container_name"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"container.cpu.total_time","metric_id_list":["container_cpu_total_time_all","container_cpu_total_time_per_container"],"required_raw_fields_list":["creation_time","tenantId","dimensions#container_name"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"kubernetes.node.capacity.cpu","metric_id_list":["kubernetes_node_capacity_cpu_all","kubernetes_node_capacity_cpu_per_host"],"required_raw_fields_list":["creation_time","tenantId","hostname"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"kubernetes.node.capacity.cpu","metric_id_list":["kubernetes_node_capacity_cpu_all","kubernetes_node_capacity_cpu_per_host"],"required_raw_fields_list":["creation_time","tenantId","hostname"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"cpu.total_time_sec","metric_id_list":["cpu_total_time_sec_all","cpu_total_time_sec_per_host"],"required_raw_fields_list":["creation_time","tenantId","hostname"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"cpu.total_time_sec","metric_id_list":["cpu_total_time_sec_all","cpu_total_time_sec_per_host"],"required_raw_fields_list":["creation_time","tenantId","hostname"]}
{"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"kubernetes.node.allocatable.cpu","metric_id_list":["kubernetes_node_allocatable_cpu_all","kubernetes_node_allocatable_cpu_per_host"],"required_raw_fields_list":["creation_time","tenantId","hostname"],"service_id":"host_metrics"} {"event_processing_params":{"set_default_zone_to":"1","set_default_geolocation_to":"1","set_default_region_to":"W"},"event_type":"kubernetes.node.allocatable.cpu","metric_id_list":["kubernetes_node_allocatable_cpu_all","kubernetes_node_allocatable_cpu_per_host"],"required_raw_fields_list":["creation_time","tenantId","hostname"]}

65
tests/functional/data_driven_specs/test_data_driven_specs.py
View File

@ -191,11 +191,6 @@ class TestDataDrivenSpecsRepo(SparkContextTest):
"set_default_zone_to": "1", "set_default_zone_to": "1",
"set_default_geolocation_to": "1", "set_default_geolocation_to": "1",
"set_default_region_to": "W"}) "set_default_region_to": "W"})
self.check_value_field_for_row(
row=mem_usable_mb_row,
field_name='service_id',
expected_value='host_metrics'
)
# mem.total_mb # mem.total_mb
event_type = 'mem.total_mb' event_type = 'mem.total_mb'
@ -219,11 +214,6 @@ class TestDataDrivenSpecsRepo(SparkContextTest):
"set_default_zone_to": "1", "set_default_zone_to": "1",
"set_default_geolocation_to": "1", "set_default_geolocation_to": "1",
"set_default_region_to": "W"}) "set_default_region_to": "W"})
self.check_value_field_for_row(
row=mem_total_mb_row,
field_name='service_id',
expected_value='host_metrics'
)
# vcpus # vcpus
event_type = 'vcpus' event_type = 'vcpus'
@ -248,11 +238,6 @@ class TestDataDrivenSpecsRepo(SparkContextTest):
"set_default_zone_to": "1", "set_default_zone_to": "1",
"set_default_geolocation_to": "1", "set_default_geolocation_to": "1",
"set_default_region_to": "W"}) "set_default_region_to": "W"})
self.check_value_field_for_row(
row=vcpus_all_row,
field_name='service_id',
expected_value='host_metrics'
)
# vm.mem.total_mb # vm.mem.total_mb
event_type = 'vm.mem.total_mb' event_type = 'vm.mem.total_mb'
@ -277,11 +262,6 @@ class TestDataDrivenSpecsRepo(SparkContextTest):
"set_default_zone_to": "1", "set_default_zone_to": "1",
"set_default_geolocation_to": "1", "set_default_geolocation_to": "1",
"set_default_region_to": "W"}) "set_default_region_to": "W"})
self.check_value_field_for_row(
row=vm_mem_total_mb_all_row,
field_name='service_id',
expected_value='host_metrics'
)
# vm.mem.used_mb # vm.mem.used_mb
event_type = 'vm.mem.used_mb' event_type = 'vm.mem.used_mb'
@ -306,11 +286,6 @@ class TestDataDrivenSpecsRepo(SparkContextTest):
"set_default_zone_to": "1", "set_default_zone_to": "1",
"set_default_geolocation_to": "1", "set_default_geolocation_to": "1",
"set_default_region_to": "W"}) "set_default_region_to": "W"})
self.check_value_field_for_row(
row=vm_mem_total_mb_all_row,
field_name='service_id',
expected_value='host_metrics'
)
# nova.vm.disk.total_allocated_gb # nova.vm.disk.total_allocated_gb
event_type = 'nova.vm.disk.total_allocated_gb' event_type = 'nova.vm.disk.total_allocated_gb'
@ -334,11 +309,6 @@ class TestDataDrivenSpecsRepo(SparkContextTest):
"set_default_zone_to": "1", "set_default_zone_to": "1",
"set_default_geolocation_to": "1", "set_default_geolocation_to": "1",
"set_default_region_to": "W"}) "set_default_region_to": "W"})
self.check_value_field_for_row(
row=disk_total_alloc_row,
field_name='service_id',
expected_value='host_metrics'
)
# vm.disk.allocation # vm.disk.allocation
event_type = 'vm.disk.allocation' event_type = 'vm.disk.allocation'
@ -363,11 +333,6 @@ class TestDataDrivenSpecsRepo(SparkContextTest):
"set_default_zone_to": "1", "set_default_zone_to": "1",
"set_default_geolocation_to": "1", "set_default_geolocation_to": "1",
"set_default_region_to": "W"}) "set_default_region_to": "W"})
self.check_value_field_for_row(
row=vm_disk_allocation_all_row,
field_name='service_id',
expected_value='host_metrics'
)
# vm.cpu.utilization_perc # vm.cpu.utilization_perc
event_type = 'vm.cpu.utilization_perc' event_type = 'vm.cpu.utilization_perc'
@ -391,11 +356,6 @@ class TestDataDrivenSpecsRepo(SparkContextTest):
"set_default_zone_to": "1", "set_default_zone_to": "1",
"set_default_geolocation_to": "1", "set_default_geolocation_to": "1",
"set_default_region_to": "W"}) "set_default_region_to": "W"})
self.check_value_field_for_row(
row=vm_cpu_util_perc_row,
field_name='service_id',
expected_value='host_metrics'
)
# swiftlm.diskusage.host.val.size # swiftlm.diskusage.host.val.size
event_type = 'swiftlm.diskusage.host.val.size' event_type = 'swiftlm.diskusage.host.val.size'
@ -419,11 +379,6 @@ class TestDataDrivenSpecsRepo(SparkContextTest):
"set_default_zone_to": "1", "set_default_zone_to": "1",
"set_default_geolocation_to": "1", "set_default_geolocation_to": "1",
"set_default_region_to": "W"}) "set_default_region_to": "W"})
self.check_value_field_for_row(
row=swiftlm_diskusage_all_row,
field_name='service_id',
expected_value='host_metrics'
)
# swiftlm.diskusage.host.val.avail # swiftlm.diskusage.host.val.avail
event_type = 'swiftlm.diskusage.host.val.avail' event_type = 'swiftlm.diskusage.host.val.avail'
@ -448,11 +403,6 @@ class TestDataDrivenSpecsRepo(SparkContextTest):
"set_default_zone_to": "1", "set_default_zone_to": "1",
"set_default_geolocation_to": "1", "set_default_geolocation_to": "1",
"set_default_region_to": "W"}) "set_default_region_to": "W"})
self.check_value_field_for_row(
row=swiftlm_diskavail_all_row,
field_name='service_id',
expected_value='host_metrics'
)
# nova.vm.cpu.total_allocated # nova.vm.cpu.total_allocated
event_type = 'nova.vm.cpu.total_allocated' event_type = 'nova.vm.cpu.total_allocated'
@ -476,11 +426,6 @@ class TestDataDrivenSpecsRepo(SparkContextTest):
"set_default_zone_to": "1", "set_default_zone_to": "1",
"set_default_geolocation_to": "1", "set_default_geolocation_to": "1",
"set_default_region_to": "W"}) "set_default_region_to": "W"})
self.check_value_field_for_row(
row=nova_vm_cpu_total_all_row,
field_name='service_id',
expected_value='host_metrics'
)
# nova.vm.mem.total_allocated_mb # nova.vm.mem.total_allocated_mb
event_type = 'nova.vm.mem.total_allocated_mb' event_type = 'nova.vm.mem.total_allocated_mb'
@ -504,11 +449,6 @@ class TestDataDrivenSpecsRepo(SparkContextTest):
"set_default_zone_to": "1", "set_default_zone_to": "1",
"set_default_geolocation_to": "1", "set_default_geolocation_to": "1",
"set_default_region_to": "W"}) "set_default_region_to": "W"})
self.check_value_field_for_row(
row=nova_vm_mem_total_all_row,
field_name='service_id',
expected_value='host_metrics'
)
# storage.objects.size # storage.objects.size
event_type = 'storage.objects.size' event_type = 'storage.objects.size'
@ -532,11 +472,6 @@ class TestDataDrivenSpecsRepo(SparkContextTest):
"set_default_zone_to": "1", "set_default_zone_to": "1",
"set_default_geolocation_to": "1", "set_default_geolocation_to": "1",
"set_default_region_to": "W"}) "set_default_region_to": "W"})
self.check_value_field_for_row(
row=storage_objects_size_all_row,
field_name='service_id',
expected_value='host_metrics'
)
def get_row_for_event_type(self, def get_row_for_event_type(self,
event_type=None, event_type=None,

16
tests/functional/test_resources/cpu_kafka_data_second_stage/cpu_kafka_data.txt
View File

@ -1,8 +1,8 @@
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 7.0, 'resource_uuid': 'all', 'host': 'all', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 16:40:00', 'aggregated_metric_name': 'vcpus_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 16:40:00', 'processing_meta': {'metric_id': 'vcpus_all'}, 'firstrecord_timestamp_unix': 1453308000.0, 'service_id': 'all', 'project_id': 'all', 'lastrecord_timestamp_unix': 1453308000.0, 'quantity': 0.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 7.0, 'resource_uuid': 'all', 'host': 'all', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 16:40:00', 'aggregated_metric_name': 'vcpus_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 16:40:00', 'processing_meta': {'metric_id': 'vcpus_all'}, 'firstrecord_timestamp_unix': 1453308000.0, 'project_id': 'all', 'lastrecord_timestamp_unix': 1453308000.0, 'quantity': 0.0}
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 7.0, 'resource_uuid': 'all', 'host': 'all', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 16:40:00', 'aggregated_metric_name': 'vcpus_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': '103e4d4d14bc4fdda4a9c73d1643e1d7', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 16:40:00', 'processing_meta': {'metric_id': 'vcpus_project'}, 'firstrecord_timestamp_unix': 1453308000.0, 'service_id': 'all', 'project_id': '103e4d4d14bc4fdda4a9c73d1643e1d7', 'lastrecord_timestamp_unix': 1453308000.0, 'quantity': 0.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 7.0, 'resource_uuid': 'all', 'host': 'all', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 16:40:00', 'aggregated_metric_name': 'vcpus_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': '103e4d4d14bc4fdda4a9c73d1643e1d7', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 16:40:00', 'processing_meta': {'metric_id': 'vcpus_project'}, 'firstrecord_timestamp_unix': 1453308000.0, 'project_id': '103e4d4d14bc4fdda4a9c73d1643e1d7', 'lastrecord_timestamp_unix': 1453308000.0, 'quantity': 0.0}
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 13.0, 'resource_uuid': 'all', 'host': 'all', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-03-07 16:10:38', 'aggregated_metric_name': 'cpu.total_logical_cores_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-03-07', 'firstrecord_timestamp_string': '2016-03-07 16:09:23', 'processing_meta': {'metric_id': 'cpu_total_all'}, 'firstrecord_timestamp_unix': 1457366963.0, 'service_id': 'all', 'project_id': 'all', 'lastrecord_timestamp_unix': 1457367038.0, 'quantity': 15.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 13.0, 'resource_uuid': 'all', 'host': 'all', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-03-07 16:10:38', 'aggregated_metric_name': 'cpu.total_logical_cores_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-03-07', 'firstrecord_timestamp_string': '2016-03-07 16:09:23', 'processing_meta': {'metric_id': 'cpu_total_all'}, 'firstrecord_timestamp_unix': 1457366963.0, 'project_id': 'all', 'lastrecord_timestamp_unix': 1457367038.0, 'quantity': 15.0}
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 7.0, 'resource_uuid': 'all', 'host': 'devstack', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-03-07 16:10:38', 'aggregated_metric_name': 'cpu.total_logical_cores_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-03-07', 'firstrecord_timestamp_string': '2016-03-07 16:09:23', 'processing_meta': {'metric_id': 'cpu_total_host'}, 'firstrecord_timestamp_unix': 1457366963.0, 'service_id': 'all', 'project_id': 'all', 'lastrecord_timestamp_unix': 1457367038.0, 'quantity': 6.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 7.0, 'resource_uuid': 'all', 'host': 'devstack', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-03-07 16:10:38', 'aggregated_metric_name': 'cpu.total_logical_cores_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-03-07', 'firstrecord_timestamp_string': '2016-03-07 16:09:23', 'processing_meta': {'metric_id': 'cpu_total_host'}, 'firstrecord_timestamp_unix': 1457366963.0, 'project_id': 'all', 'lastrecord_timestamp_unix': 1457367038.0, 'quantity': 6.0}
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 6.0, 'resource_uuid': 'all', 'host': 'mini-mon', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-03-07 16:10:38', 'aggregated_metric_name': 'cpu.total_logical_cores_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-03-07', 'firstrecord_timestamp_string': '2016-03-07 16:09:23', 'processing_meta': {'metric_id': 'cpu_total_host'}, 'firstrecord_timestamp_unix': 1457366963.0, 'service_id': 'all', 'project_id': 'all', 'lastrecord_timestamp_unix': 1457367038.0, 'quantity': 9.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 6.0, 'resource_uuid': 'all', 'host': 'mini-mon', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-03-07 16:10:38', 'aggregated_metric_name': 'cpu.total_logical_cores_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-03-07', 'firstrecord_timestamp_string': '2016-03-07 16:09:23', 'processing_meta': {'metric_id': 'cpu_total_host'}, 'firstrecord_timestamp_unix': 1457366963.0, 'project_id': 'all', 'lastrecord_timestamp_unix': 1457367038.0, 'quantity': 9.0}
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 7.0, 'resource_uuid': 'all', 'host': 'devstack', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-03-07 16:10:38', 'aggregated_metric_name': 'cpu.utilized_logical_cores_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-03-07', 'firstrecord_timestamp_string': '2016-03-07 16:09:23', 'processing_meta': {'metric_id': 'cpu_util_host'}, 'firstrecord_timestamp_unix': 1457366963.0, 'service_id': 'all', 'project_id': 'all', 'lastrecord_timestamp_unix': 1457367038.0, 'quantity': 3.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 7.0, 'resource_uuid': 'all', 'host': 'devstack', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-03-07 16:10:38', 'aggregated_metric_name': 'cpu.utilized_logical_cores_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-03-07', 'firstrecord_timestamp_string': '2016-03-07 16:09:23', 'processing_meta': {'metric_id': 'cpu_util_host'}, 'firstrecord_timestamp_unix': 1457366963.0, 'project_id': 'all', 'lastrecord_timestamp_unix': 1457367038.0, 'quantity': 3.0}
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 6.0, 'resource_uuid': 'all', 'host': 'mini-mon', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-03-07 16:10:38', 'aggregated_metric_name': 'cpu.utilized_logical_cores_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-03-07', 'firstrecord_timestamp_string': '2016-03-07 16:09:23', 'processing_meta': {'metric_id': 'cpu_util_host'}, 'firstrecord_timestamp_unix': 1457366963.0, 'service_id': 'all', 'project_id': 'all', 'lastrecord_timestamp_unix': 1457367038.0, 'quantity': 5.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 6.0, 'resource_uuid': 'all', 'host': 'mini-mon', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-03-07 16:10:38', 'aggregated_metric_name': 'cpu.utilized_logical_cores_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-03-07', 'firstrecord_timestamp_string': '2016-03-07 16:09:23', 'processing_meta': {'metric_id': 'cpu_util_host'}, 'firstrecord_timestamp_unix': 1457366963.0, 'project_id': 'all', 'lastrecord_timestamp_unix': 1457367038.0, 'quantity': 5.0}
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 13.0, 'resource_uuid': 'all', 'host': 'all', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-03-07 16:10:38', 'aggregated_metric_name': 'cpu.utilized_logical_cores_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-03-07', 'firstrecord_timestamp_string': '2016-03-07 16:09:23', 'processing_meta': {'metric_id': 'cpu_util_all'}, 'firstrecord_timestamp_unix': 1457366963.0, 'service_id': 'all', 'project_id': 'all', 'lastrecord_timestamp_unix': 1457367038.0, 'quantity': 8.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 13.0, 'resource_uuid': 'all', 'host': 'all', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-03-07 16:10:38', 'aggregated_metric_name': 'cpu.utilized_logical_cores_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-03-07', 'firstrecord_timestamp_string': '2016-03-07 16:09:23', 'processing_meta': {'metric_id': 'cpu_util_all'}, 'firstrecord_timestamp_unix': 1457366963.0, 'project_id': 'all', 'lastrecord_timestamp_unix': 1457367038.0, 'quantity': 8.0}

12
tests/functional/test_resources/fetch_quantity_data_second_stage/fetch_quantity_data_second_stage.txt
View File

@ -1,6 +1,6 @@
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 4.0, 'resource_uuid': 'all', 'host': 'mini-mon', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 16:50:00', 'aggregated_metric_name': 'mem.total_mb_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 16:40:00', 'processing_meta': {'metric_id': 'mem_total_all'}, 'firstrecord_timestamp_unix': 1453308000.0, 'service_id': 'all', 'project_id': 'all', 'lastrecord_timestamp_unix': 1453308600.0, 'quantity': 1234.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 4.0, 'resource_uuid': 'all', 'host': 'mini-mon', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 16:50:00', 'aggregated_metric_name': 'mem.total_mb_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 16:40:00', 'processing_meta': {'metric_id': 'mem_total_all'}, 'firstrecord_timestamp_unix': 1453308000.0, 'project_id': 'all', 'lastrecord_timestamp_unix': 1453308600.0, 'quantity': 1234.0}
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 7.0, 'resource_uuid': 'all', 'host': 'mini-mon', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 17:00:00', 'aggregated_metric_name': 'mem.total_mb_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 16:50:00', 'processing_meta': {'metric_id': 'mem_total_all'}, 'firstrecord_timestamp_unix': 1453308600.0, 'service_id': 'all', 'project_id': 'all', 'lastrecord_timestamp_unix': 1453309200.0, 'quantity': 1213.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 7.0, 'resource_uuid': 'all', 'host': 'mini-mon', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 17:00:00', 'aggregated_metric_name': 'mem.total_mb_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 16:50:00', 'processing_meta': {'metric_id': 'mem_total_all'}, 'firstrecord_timestamp_unix': 1453308600.0, 'project_id': 'all', 'lastrecord_timestamp_unix': 1453309200.0, 'quantity': 1213.0}
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 8.0, 'resource_uuid': 'all', 'host': 'mini-mon', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 17:10:00', 'aggregated_metric_name': 'mem.total_mb_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 17:00:00', 'processing_meta': {'metric_id': 'mem_total_all'}, 'firstrecord_timestamp_unix': 1453309200.0, 'service_id': 'all', 'project_id': 'all', 'lastrecord_timestamp_unix': 1453309800.0, 'quantity': 1314.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 8.0, 'resource_uuid': 'all', 'host': 'mini-mon', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 17:10:00', 'aggregated_metric_name': 'mem.total_mb_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 17:00:00', 'processing_meta': {'metric_id': 'mem_total_all'}, 'firstrecord_timestamp_unix': 1453309200.0, 'project_id': 'all', 'lastrecord_timestamp_unix': 1453309800.0, 'quantity': 1314.0}
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 5.0, 'resource_uuid': 'all', 'host': 'mini-mon', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 17:20:00', 'aggregated_metric_name': 'mem.total_mb_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 17:10:00', 'processing_meta': {'metric_id': 'mem_total_all'}, 'firstrecord_timestamp_unix': 1453309800.0, 'service_id': 'all', 'project_id': 'all', 'lastrecord_timestamp_unix': 1453310400.0, 'quantity': 2318.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 5.0, 'resource_uuid': 'all', 'host': 'mini-mon', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 17:20:00', 'aggregated_metric_name': 'mem.total_mb_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 17:10:00', 'processing_meta': {'metric_id': 'mem_total_all'}, 'firstrecord_timestamp_unix': 1453309800.0, 'project_id': 'all', 'lastrecord_timestamp_unix': 1453310400.0, 'quantity': 2318.0}
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 9.0, 'resource_uuid': 'all', 'host': 'mini-mon', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 17:30:00', 'aggregated_metric_name': 'mem.total_mb_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 17:20:00', 'processing_meta': {'metric_id': 'mem_total_all'}, 'firstrecord_timestamp_unix': 1453310400.0, 'service_id': 'all', 'project_id': 'all', 'lastrecord_timestamp_unix': 1453311000.0, 'quantity': 1218.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 9.0, 'resource_uuid': 'all', 'host': 'mini-mon', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 17:30:00', 'aggregated_metric_name': 'mem.total_mb_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 17:20:00', 'processing_meta': {'metric_id': 'mem_total_all'}, 'firstrecord_timestamp_unix': 1453310400.0, 'project_id': 'all', 'lastrecord_timestamp_unix': 1453311000.0, 'quantity': 1218.0}
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 6.0, 'resource_uuid': 'all', 'host': 'mini-mon', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 17:40:00', 'aggregated_metric_name': 'mem.total_mb_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 17:30:00', 'processing_meta': {'metric_id': 'mem_total_all'}, 'firstrecord_timestamp_unix': 1453311000.0, 'service_id': 'all', 'project_id': 'all', 'lastrecord_timestamp_unix': 1453311600.0, 'quantity': 1382.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 6.0, 'resource_uuid': 'all', 'host': 'mini-mon', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 17:40:00', 'aggregated_metric_name': 'mem.total_mb_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 17:30:00', 'processing_meta': {'metric_id': 'mem_total_all'}, 'firstrecord_timestamp_unix': 1453311000.0, 'project_id': 'all', 'lastrecord_timestamp_unix': 1453311600.0, 'quantity': 1382.0}

12
tests/functional/test_resources/fetch_quantity_util_second_stage/kafka_data.txt
View File

@ -1,6 +1,6 @@
{"usage_hour": "16", "geolocation": "all", "record_count": 23.0, "resource_uuid": "all", "usage_minute": "all", "service_group": "all", "lastrecord_timestamp_string": "2016-03-07 16:10:38", "user_id": "all", "zone": "all", "usage_date": "2016-03-07", "processing_meta": {"metric_id": "cpu_util_all"}, "firstrecord_timestamp_unix": 1457366963.0, "project_id": "all", "lastrecord_timestamp_unix": 1457367038.0, "aggregation_period": "prehourly", "host": "all", "aggregated_metric_name": "cpu.utilized_logical_cores_agg", "tenant_id": "all", "region": "all", "firstrecord_timestamp_string": "2016-03-07 16:09:23", "service_id": "all", "quantity": 9.0} {"usage_hour": "16", "geolocation": "all", "record_count": 23.0, "resource_uuid": "all", "usage_minute": "all", "service_group": "all", "lastrecord_timestamp_string": "2016-03-07 16:10:38", "user_id": "all", "zone": "all", "usage_date": "2016-03-07", "processing_meta": {"metric_id": "cpu_util_all"}, "firstrecord_timestamp_unix": 1457366963.0, "project_id": "all", "lastrecord_timestamp_unix": 1457367038.0, "aggregation_period": "prehourly", "host": "all", "aggregated_metric_name": "cpu.utilized_logical_cores_agg", "tenant_id": "all", "region": "all", "firstrecord_timestamp_string": "2016-03-07 16:09:23", "quantity": 9.0}
{"usage_hour": "12", "geolocation": "all", "record_count": 19.0, "resource_uuid": "all", "usage_minute": "all", "service_group": "all", "lastrecord_timestamp_string": "2016-03-07 16:11:53", "user_id": "all", "zone": "all", "usage_date": "2016-03-07", "processing_meta": {"metric_id": "cpu_util_all"}, "firstrecord_timestamp_unix": 1457367038.0, "project_id": "all", "lastrecord_timestamp_unix": 1457367113.0, "aggregation_period": "prehourly", "host": "all", "aggregated_metric_name": "cpu.utilized_logical_cores_agg", "tenant_id": "all", "region": "all", "firstrecord_timestamp_string": "2016-03-07 16:10:38", "service_id": "all", "quantity": 1.0} {"usage_hour": "12", "geolocation": "all", "record_count": 19.0, "resource_uuid": "all", "usage_minute": "all", "service_group": "all", "lastrecord_timestamp_string": "2016-03-07 16:11:53", "user_id": "all", "zone": "all", "usage_date": "2016-03-07", "processing_meta": {"metric_id": "cpu_util_all"}, "firstrecord_timestamp_unix": 1457367038.0, "project_id": "all", "lastrecord_timestamp_unix": 1457367113.0, "aggregation_period": "prehourly", "host": "all", "aggregated_metric_name": "cpu.utilized_logical_cores_agg", "tenant_id": "all", "region": "all", "firstrecord_timestamp_string": "2016-03-07 16:10:38", "quantity": 1.0}
{"usage_hour": "18", "geolocation": "all", "record_count": 15.0, "resource_uuid": "all", "usage_minute": "all", "service_group": "all", "lastrecord_timestamp_string": "2016-03-07 16:12:53", "user_id": "all", "zone": "all", "usage_date": "2016-03-07", "processing_meta": {"metric_id": "cpu_util_all"}, "firstrecord_timestamp_unix": 1457367113.0, "project_id": "all", "lastrecord_timestamp_unix": 1457367173.0, "aggregation_period": "prehourly", "host": "all", "aggregated_metric_name": "cpu.utilized_logical_cores_agg", "tenant_id": "all", "region": "all", "firstrecord_timestamp_string": "2016-03-07 16:11:53", "service_id": "all", "quantity": 12.0} {"usage_hour": "18", "geolocation": "all", "record_count": 15.0, "resource_uuid": "all", "usage_minute": "all", "service_group": "all", "lastrecord_timestamp_string": "2016-03-07 16:12:53", "user_id": "all", "zone": "all", "usage_date": "2016-03-07", "processing_meta": {"metric_id": "cpu_util_all"}, "firstrecord_timestamp_unix": 1457367113.0, "project_id": "all", "lastrecord_timestamp_unix": 1457367173.0, "aggregation_period": "prehourly", "host": "all", "aggregated_metric_name": "cpu.utilized_logical_cores_agg", "tenant_id": "all", "region": "all", "firstrecord_timestamp_string": "2016-03-07 16:11:53", "quantity": 12.0}
{"usage_hour": "10", "geolocation": "all", "record_count": 29.0, "resource_uuid": "all", "usage_minute": "all", "service_group": "all", "lastrecord_timestamp_string": "2016-03-07 16:13:53", "user_id": "all", "zone": "all", "usage_date": "2016-03-07", "processing_meta": {"metric_id": "cpu_util_all"}, "firstrecord_timestamp_unix": 1457367173.0, "project_id": "all", "lastrecord_timestamp_unix": 1457367233.0, "aggregation_period": "prehourly", "host": "all", "aggregated_metric_name": "cpu.utilized_logical_cores_agg", "tenant_id": "all", "region": "all", "firstrecord_timestamp_string": "2016-03-07 16:12:53", "service_id": "all", "quantity": 5.0} {"usage_hour": "10", "geolocation": "all", "record_count": 29.0, "resource_uuid": "all", "usage_minute": "all", "service_group": "all", "lastrecord_timestamp_string": "2016-03-07 16:13:53", "user_id": "all", "zone": "all", "usage_date": "2016-03-07", "processing_meta": {"metric_id": "cpu_util_all"}, "firstrecord_timestamp_unix": 1457367173.0, "project_id": "all", "lastrecord_timestamp_unix": 1457367233.0, "aggregation_period": "prehourly", "host": "all", "aggregated_metric_name": "cpu.utilized_logical_cores_agg", "tenant_id": "all", "region": "all", "firstrecord_timestamp_string": "2016-03-07 16:12:53", "quantity": 5.0}
{"usage_hour": "10", "geolocation": "all", "record_count": 17.0, "resource_uuid": "all", "usage_minute": "all", "service_group": "all", "lastrecord_timestamp_string": "2016-03-07 16:14:53", "user_id": "all", "zone": "all", "usage_date": "2016-03-07", "processing_meta": {"metric_id": "cpu_util_all"}, "firstrecord_timestamp_unix": 1457367233.0, "project_id": "all", "lastrecord_timestamp_unix": 1457367293.0, "aggregation_period": "prehourly", "host": "all", "aggregated_metric_name": "cpu.utilized_logical_cores_agg", "tenant_id": "all", "region": "all", "firstrecord_timestamp_string": "2016-03-07 16:13:53", "service_id": "all", "quantity": 7.0} {"usage_hour": "10", "geolocation": "all", "record_count": 17.0, "resource_uuid": "all", "usage_minute": "all", "service_group": "all", "lastrecord_timestamp_string": "2016-03-07 16:14:53", "user_id": "all", "zone": "all", "usage_date": "2016-03-07", "processing_meta": {"metric_id": "cpu_util_all"}, "firstrecord_timestamp_unix": 1457367233.0, "project_id": "all", "lastrecord_timestamp_unix": 1457367293.0, "aggregation_period": "prehourly", "host": "all", "aggregated_metric_name": "cpu.utilized_logical_cores_agg", "tenant_id": "all", "region": "all", "firstrecord_timestamp_string": "2016-03-07 16:13:53", "quantity": 7.0}
{"usage_hour": "10", "geolocation": "all", "record_count": 17.0, "resource_uuid": "all", "usage_minute": "all", "service_group": "all", "lastrecord_timestamp_string": "2016-03-07 16:14:53", "user_id": "all", "zone": "all", "usage_date": "2016-03-07", "processing_meta": {"metric_id": "cpu_util_all"}, "firstrecord_timestamp_unix": 1457367233.0, "project_id": "all", "lastrecord_timestamp_unix": 1457367293.0, "aggregation_period": "prehourly", "host": "all", "aggregated_metric_name": "cpu.utilized_logical_agg", "tenant_id": "all", "region": "all", "firstrecord_timestamp_string": "2016-03-07 16:13:53", "service_id": "all", "quantity": 7.0} {"usage_hour": "10", "geolocation": "all", "record_count": 17.0, "resource_uuid": "all", "usage_minute": "all", "service_group": "all", "lastrecord_timestamp_string": "2016-03-07 16:14:53", "user_id": "all", "zone": "all", "usage_date": "2016-03-07", "processing_meta": {"metric_id": "cpu_util_all"}, "firstrecord_timestamp_unix": 1457367233.0, "project_id": "all", "lastrecord_timestamp_unix": 1457367293.0, "aggregation_period": "prehourly", "host": "all", "aggregated_metric_name": "cpu.utilized_logical_agg", "tenant_id": "all", "region": "all", "firstrecord_timestamp_string": "2016-03-07 16:13:53", "quantity": 7.0}

2
tests/functional/test_resources/kafka_data_second_stage/kafka_data_by_all.txt
View File

@ -1 +1 @@
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 14.0, 'resource_uuid': 'all', 'host': 'all', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 16:40:46', 'aggregated_metric_name': 'vcpus_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 16:40:00', 'processing_meta': {'metric_id': 'vcpus_all'}, 'firstrecord_timestamp_unix': 1453308000.0, 'service_id': 'all', 'project_id': 'all', 'lastrecord_timestamp_unix': 1453308046.0, 'quantity': 7.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 14.0, 'resource_uuid': 'all', 'host': 'all', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 16:40:46', 'aggregated_metric_name': 'vcpus_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': 'all', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 16:40:00', 'processing_meta': {'metric_id': 'vcpus_all'}, 'firstrecord_timestamp_unix': 1453308000.0, 'project_id': 'all', 'lastrecord_timestamp_unix': 1453308046.0, 'quantity': 7.0}

4
tests/functional/test_resources/kafka_data_second_stage/kafka_data_by_project.txt
View File

@ -1,2 +1,2 @@
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 8.0, 'resource_uuid': 'all', 'host': 'all', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 16:40:46', 'aggregated_metric_name': 'vcpus_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': '9647fd5030b04a799b0411cc38c4102d', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 16:40:05', 'processing_meta': {'metric_id': 'vcpus_project'}, 'firstrecord_timestamp_unix': 1453308005.0, 'service_id': 'all', 'project_id': '9647fd5030b04a799b0411cc38c4102d', 'lastrecord_timestamp_unix': 1453308046.0, 'quantity': 6.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 8.0, 'resource_uuid': 'all', 'host': 'all', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 16:40:46', 'aggregated_metric_name': 'vcpus_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': '9647fd5030b04a799b0411cc38c4102d', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 16:40:05', 'processing_meta': {'metric_id': 'vcpus_project'}, 'firstrecord_timestamp_unix': 1453308005.0, 'project_id': '9647fd5030b04a799b0411cc38c4102d', 'lastrecord_timestamp_unix': 1453308046.0, 'quantity': 6.0}
{'usage_hour': '16', 'geolocation': 'all', 'record_count': 6.0, 'resource_uuid': 'all', 'host': 'all', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 16:40:42', 'aggregated_metric_name': 'vcpus_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': '8647fd5030b04a799b0411cc38c4102d', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 16:40:00', 'processing_meta': {'metric_id': 'vcpus_project'}, 'firstrecord_timestamp_unix': 1453308000.0, 'service_id': 'all', 'project_id': '8647fd5030b04a799b0411cc38c4102d', 'lastrecord_timestamp_unix': 1453308042.0, 'quantity': 1.0} {'usage_hour': '16', 'geolocation': 'all', 'record_count': 6.0, 'resource_uuid': 'all', 'host': 'all', 'aggregation_period': 'prehourly', 'usage_minute': 'all', 'service_group': 'all', 'lastrecord_timestamp_string': '2016-01-20 16:40:42', 'aggregated_metric_name': 'vcpus_agg', 'user_id': 'all', 'zone': 'all', 'tenant_id': '8647fd5030b04a799b0411cc38c4102d', 'region': 'all', 'usage_date': '2016-01-20', 'firstrecord_timestamp_string': '2016-01-20 16:40:00', 'processing_meta': {'metric_id': 'vcpus_project'}, 'firstrecord_timestamp_unix': 1453308000.0, 'project_id': '8647fd5030b04a799b0411cc38c4102d', 'lastrecord_timestamp_unix': 1453308042.0, 'quantity': 1.0}

110
tests/functional/test_resources/mem_total_all/record_store_df.txt
View File

@ -1,55 +1,55 @@
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114
tests/functional/test_resources/metrics_pre_hourly_data/metrics_pre_hourly_data.txt
View File

@ -1,57 +1,57 @@
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3
tests/functional/usage/test_fetch_quantity_agg.py
View File

@ -57,8 +57,7 @@ class TestFetchQuantityAgg(SparkContextTest):
"set_default_region_to":"W"}, "set_default_region_to":"W"},
"event_type":"mem.total_mb", "event_type":"mem.total_mb",
"metric_id_list":["mem_total_all"], "metric_id_list":["mem_total_all"],
"required_raw_fields_list":["creation_time"], "required_raw_fields_list":["creation_time"]}"""
"service_id":"host_metrics"}"""
return [json.loads(pre_transform_specs_json)] return [json.loads(pre_transform_specs_json)]
def get_transform_specs_json_by_operation(self, def get_transform_specs_json_by_operation(self,

3
tests/functional/usage/test_fetch_quantity_instance_usage_agg.py
View File

@ -61,8 +61,7 @@ class TestFetchQuantityInstanceUsageAgg(SparkContextTest):
"set_default_region_to":"W"}, "set_default_region_to":"W"},
"event_type":"mem.total_mb", "event_type":"mem.total_mb",
"metric_id_list":["mem_total_all"], "metric_id_list":["mem_total_all"],
"required_raw_fields_list":["creation_time"], "required_raw_fields_list":["creation_time"]}"""
"service_id":"host_metrics"}"""
return [json.loads(pre_transform_specs_json)] return [json.loads(pre_transform_specs_json)]
def get_transform_specs_json_by_operation(self, def get_transform_specs_json_by_operation(self,

6
tests/functional/usage/test_fetch_quantity_util_agg.py
View File

@ -59,15 +59,13 @@ class TestFetchQuantityUtilAgg(SparkContextTest):
"set_default_region_to":"W"}, "set_default_region_to":"W"},
"event_type":"cpu.total_logical_cores", "event_type":"cpu.total_logical_cores",
"metric_id_list":["cpu_util_all"], "metric_id_list":["cpu_util_all"],
"required_raw_fields_list":["creation_time"], "required_raw_fields_list":["creation_time"]}""", """
"service_id":"host_metrics"}""", """
{"event_processing_params":{"set_default_zone_to":"1", {"event_processing_params":{"set_default_zone_to":"1",
"set_default_geolocation_to":"1", "set_default_geolocation_to":"1",
"set_default_region_to":"W"}, "set_default_region_to":"W"},
"event_type":"cpu.idle_perc", "event_type":"cpu.idle_perc",
"metric_id_list":["cpu_util_all"], "metric_id_list":["cpu_util_all"],
"required_raw_fields_list":["creation_time"], "required_raw_fields_list":["creation_time"]}"""]
"service_id":"host_metrics"}"""]
pre_transform_specs_json_list = \ pre_transform_specs_json_list = \
[json.loads(pre_transform_spec) [json.loads(pre_transform_spec)
for pre_transform_spec in pre_transform_specs] for pre_transform_spec in pre_transform_specs]

6
tests/functional/usage/test_fetch_quantity_util_agg_second_stage.py
View File

@ -62,15 +62,13 @@ class TestFetchQuantityUtilAgg(SparkContextTest):
"set_default_region_to":"W"}, "set_default_region_to":"W"},
"event_type":"cpu.total_logical_cores", "event_type":"cpu.total_logical_cores",
"metric_id_list":["cpu_util_all"], "metric_id_list":["cpu_util_all"],
"required_raw_fields_list":["creation_time"], "required_raw_fields_list":["creation_time"]}""", """
"service_id":"host_metrics"}""", """
{"event_processing_params":{"set_default_zone_to":"1", {"event_processing_params":{"set_default_zone_to":"1",
"set_default_geolocation_to":"1", "set_default_geolocation_to":"1",
"set_default_region_to":"W"}, "set_default_region_to":"W"},
"event_type":"cpu.idle_perc", "event_type":"cpu.idle_perc",
"metric_id_list":["cpu_util_all"], "metric_id_list":["cpu_util_all"],
"required_raw_fields_list":["creation_time"], "required_raw_fields_list":["creation_time"]}"""]
"service_id":"host_metrics"}"""]
pre_transform_specs_json_list = \ pre_transform_specs_json_list = \
[json.loads(pre_transform_spec) [json.loads(pre_transform_spec)
for pre_transform_spec in pre_transform_specs] for pre_transform_spec in pre_transform_specs]

6
tests/functional/usage/test_vm_cpu_allocated_agg.py
View File

@ -55,8 +55,7 @@ class TestVmCpuAllocatedAgg(SparkContextTest):
"set_default_region_to":"W"}, "set_default_region_to":"W"},
"event_type":"vcpus", "event_type":"vcpus",
"metric_id_list":["vcpus_project"], "metric_id_list":["vcpus_project"],
"required_raw_fields_list":["creation_time"], "required_raw_fields_list":["creation_time"]}"""
"service_id":"host_metrics"}"""
return [json.loads(pre_transform_specs_json)] return [json.loads(pre_transform_specs_json)]
def get_transform_specs_json_by_project(self): def get_transform_specs_json_by_project(self):
@ -230,8 +229,7 @@ class TestVmCpuAllocatedAgg(SparkContextTest):
"set_default_region_to":"W"}, "set_default_region_to":"W"},
"event_type":"vcpus", "event_type":"vcpus",
"metric_id_list":["vcpus_all"], "metric_id_list":["vcpus_all"],
"required_raw_fields_list":["creation_time"], "required_raw_fields_list":["creation_time"]}"""
"service_id":"host_metrics"}"""
return [json.loads(pre_transform_specs_json)] return [json.loads(pre_transform_specs_json)]
def get_transform_specs_json_by_all(self): def get_transform_specs_json_by_all(self):

6
tests/functional/usage/test_vm_cpu_allocated_agg_second_stage.py
View File

@ -62,8 +62,7 @@ class TestVmCpuAllocatedAgg(SparkContextTest):
"set_default_region_to":"W"}, "set_default_region_to":"W"},
"event_type":"vcpus", "event_type":"vcpus",
"metric_id_list":["vcpus_project"], "metric_id_list":["vcpus_project"],
"required_raw_fields_list":["creation_time"], "required_raw_fields_list":["creation_time"]}"""
"service_id":"host_metrics"}"""
return [json.loads(pre_transform_specs_json)] return [json.loads(pre_transform_specs_json)]
def get_transform_specs_json_by_project(self): def get_transform_specs_json_by_project(self):
@ -370,8 +369,7 @@ class TestVmCpuAllocatedAgg(SparkContextTest):
"set_default_region_to":"W"}, "set_default_region_to":"W"},
"event_type":"vcpus", "event_type":"vcpus",
"metric_id_list":["vcpus_all"], "metric_id_list":["vcpus_all"],
"required_raw_fields_list":["creation_time"], "required_raw_fields_list":["creation_time"]}"""
"service_id":"host_metrics"}"""
return [json.loads(pre_transform_specs_json)] return [json.loads(pre_transform_specs_json)]
def get_transform_specs_json_by_all(self): def get_transform_specs_json_by_all(self):