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def prepare_data(data): | |
data['service'] = None | |
data['service'][data['upstream_addr'] == '-'] = 'static' | |
data['service'][data['upstream_addr'] == '127.0.0.1:4091'] = 'backend' | |
data['service'][data['upstream_addr'] == '127.0.0.1:4092'] = 'screenshot' | |
data['service'][data['upstream_addr'] == '127.0.0.1:9000'] = 'frontend' | |
data['request_time_xx'] = '-' | |
data['request_time_xx'][data['request_time'].between(0, 0.5)] = '0-500ms' | |
data['request_time_xx'][data['request_time'].between(0.5, 1)] = '500ms-1s' | |
data['request_time_xx'][data['request_time'] > 1] = '1s-inf' | |
data['status_xx'] = '-' | |
data['status_xx'][data['status'].between(100,199)] = '1xx' | |
data['status_xx'][data['status'].between(200,299)] = '2xx' | |
data['status_xx'][data['status'].between(300,399)] = '3xx' | |
data['status_xx'][data['status'].between(400,499)] = '4xx' | |
data['status_xx'][data['status'].between(500,599)] = '5xx' | |
data['domain'] = 'custom' | |
data['domain'][data['http_host'] == 'readymag.com'] = 'readymag' | |
data['domain'][data['http_host'] == 'embed.readymag.com'] = 'readymag' | |
data['domain'][data['http_host'] == 'readymag.local'] = 'readymag' | |
data['domain'][data['http_host'].str.endswith(':8080')] = 'readymag' | |
return data | |
def aggregate_data(): | |
aggregate_qps('total', data.groupby([lambda x: 'total'])) | |
aggregate_latency('total', data.groupby([lambda x: 'total'])) | |
aggregate_qps('total.latency_xx.{1}', data.groupby([lambda x: 'total', 'request_time_xx'])) | |
aggregate_qps('total.status_xx.{1}', data.groupby([lambda x: 'total', 'status_xx'])) | |
aggregate_qps('total.cache_status.{1}', data.groupby([lambda x: 'total', 'upstream_cache_status'])) | |
aggregate_qps('service.{0}', data.groupby(['service'])) | |
aggregate_latency('service.{0}', data.groupby(['service'])) | |
aggregate_qps('service.{0}.cache_status.{1}', data.groupby(['service', 'upstream_cache_status'])) | |
aggregate_qps('service.{0}.latency_xx.{1}', data.groupby(['service', 'request_time_xx'])) | |
aggregate_qps('domain.{0}', data.groupby(['domain'])) | |
aggregate_latency('domain.{0}', data.groupby(['domain'])) | |
aggregate_qps('domain.{0}.latency_xx.{1}', data.groupby(['domain', 'request_time_xx'])) | |
aggregate_qps('domain.{0}.cache_status.{1}', data.groupby(['domain', 'upstream_cache_status'])) |
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