Skyline
ionosphere
Overview
Requirements
Getting started
Running Skyline in a Python virtualenv
Installation
Upgrading
Getting data into Skyline
Alert testing
Strictly increasing monotonicity
Horizon
Analyzer
Analyzer Optimizations
Mirage
Boundary
Crucible
Panorama
Webapp
Ionosphere
tsfresh
Redis integration
Skyline and friends
Logging
Tuning tips
Smaller deployments
Reliability
Monitoring Skyline
Debian and Vagrant Installation Tips
Release Notes
What’s new
Development
Roadmap
skyline package
Skyline
Docs
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Index
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Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
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W
A
alert_expiry_check() (in module skyline_functions)
alert_hipchat() (in module analyzer.alerters)
(in module analyzer_dev.alerters)
(in module boundary.boundary_alerters)
(in module mirage.mirage_alerters)
alert_pagerduty() (in module analyzer.alerters)
(in module analyzer_dev.alerters)
(in module boundary.boundary_alerters)
(in module mirage.mirage_alerters)
alert_smtp() (in module analyzer.alerters)
(in module analyzer_dev.alerters)
(in module boundary.boundary_alerters)
(in module mirage.mirage_alerters)
alert_syslog() (in module analyzer.alerters)
(in module analyzer_dev.alerters)
(in module boundary.boundary_alerters)
(in module mirage.mirage_alerters)
ALERTERS_SETTINGS (in module settings)
ALERTS (in module settings)
algorithm_exceptions (module)
ALGORITHMS (in module settings)
analyzer (module)
analyzer.alerters (module)
ANALYZER_CRUCIBLE_ENABLED (in module settings)
analyzer_dev (module)
analyzer_dev.alerters (module)
ANALYZER_OPTIMUM_RUN_DURATION (in module settings)
ANALYZER_PROCESSES (in module settings)
ANOMALY_DUMP (in module settings)
autoaggregate_ts() (in module boundary.boundary_algorithms)
B
BOREDOM_SET_SIZE (in module settings)
Boring
Boundary (class in boundary.boundary)
boundary (module)
boundary.agent (module)
boundary.boundary (module)
boundary.boundary_alerters (module)
boundary.boundary_algorithms (module)
BOUNDARY_ALERTER_OPTS (in module settings)
BOUNDARY_ALGORITHMS (in module settings)
BOUNDARY_AUTOAGGRERATION (in module settings)
BOUNDARY_AUTOAGGRERATION_METRICS (in module settings)
BOUNDARY_CRUCIBLE_ENABLED (in module settings)
BOUNDARY_ENABLE_ALERTS (in module settings)
BOUNDARY_HIPCHAT_OPTS (in module settings)
BOUNDARY_METRICS (in module settings)
boundary_no_mans_land() (in module boundary.boundary_algorithms)
BOUNDARY_OPTIMUM_RUN_DURATION (in module settings)
BOUNDARY_PAGERDUTY_OPTS (in module settings)
BOUNDARY_PROCESSES (in module settings)
BOUNDARY_SMTP_OPTS (in module settings)
BoundaryAgent (class in boundary.agent)
C
CANARY_METRIC (in module settings)
CARBON_PORT (in module settings)
check_if_parent_is_alive() (Boundary method)
(Listen method)
(Roomba method)
(Worker method)
CHUNK_SIZE (in module settings)
CONSENSUS (in module settings)
crucible (module)
CRUCIBLE_CHECK_PATH (in module settings)
CRUCIBLE_DATA_FOLDER (in module settings)
CRUCIBLE_PROCESSES (in module settings)
CRUCIBLE_TESTS_TIMEOUT (in module settings)
D
detect_drop_off_cliff() (in module boundary.boundary_algorithms)
DO_NOT_SKIP_LIST (in module settings)
E
ENABLE_ALERTS (in module settings)
ENABLE_ALGORITHM_RUN_METRICS (in module settings)
ENABLE_ALL_ALGORITHMS_RUN_METRICS (in module settings)
ENABLE_BOUNDARY_DEBUG (in module settings)
ENABLE_CRUCIBLE (in module settings)
ENABLE_CRUCIBLE_DEBUG (in module settings)
ENABLE_DEBUG (in module settings)
ENABLE_FULL_DURATION_ALERTS (in module settings)
ENABLE_IONOSPHERE_DEBUG (in module settings)
ENABLE_MIRAGE (in module settings)
ENABLE_PANORAMA_DEBUG (in module settings)
ENABLE_SECOND_ORDER (in module settings)
ENABLE_WEBAPP_DEBUG (in module settings)
F
fail_check() (in module skyline_functions)
filesafe_metricname() (in module skyline_functions)
find_class() (horizon.listen.SafeUnpickler class method)
FULL_DURATION (in module settings)
FULL_NAMESPACE (in module settings)
G
gen_unpickle() (Listen method)
get_graphite_metric() (in module skyline_functions)
get_list() (in module webapp.backend)
get_memcache_fp_ids_object() (in module skyline_functions)
get_memcache_metric_object() (in module skyline_functions)
GRAPH_URL (in module settings)
GRAPHITE_CONNECT_TIMEOUT (in module settings)
GRAPHITE_GRAPH_SETTINGS (in module settings)
GRAPHITE_HOST (in module settings)
GRAPHITE_PORT (in module settings)
GRAPHITE_PROTOCOL (in module settings)
GRAPHITE_READ_TIMEOUT (in module settings)
GRAPHITE_SOURCE (in module settings)
greater_than() (in module boundary.boundary_algorithms)
H
HIPCHAT_ENABLED (in module settings)
HIPCHAT_OPTS (in module settings)
Horizon (class in horizon.agent)
horizon (module)
horizon.agent (module)
horizon.listen (module)
horizon.roomba (module)
horizon.worker (module)
HORIZON_IP (in module settings)
I
in_list() (in module skyline_functions)
in_skip_list() (Worker method)
ionosphere (module)
IONOSPHERE_AUTOBUILD (in module settings)
IONOSPHERE_CHECK_MAX_AGE (in module settings)
IONOSPHERE_CHECK_PATH (in module settings)
IONOSPHERE_DATA_FOLDER (in module settings)
IONOSPHERE_ENABLED (in module settings)
IONOSPHERE_FEATURES_PERCENT_SIMILAR (in module settings)
IONOSPHERE_KEEP_TRAINING_TIMESERIES_FOR (in module settings)
IONOSPHERE_LEARN (in module settings)
IONOSPHERE_LEARN_DEFAULT_FULL_DURATION_DAYS (in module settings)
IONOSPHERE_LEARN_DEFAULT_MAX_GENERATIONS (in module settings)
IONOSPHERE_LEARN_DEFAULT_MAX_PERCENT_DIFF_FROM_ORIGIN (in module settings)
IONOSPHERE_LEARN_DEFAULT_VALID_TIMESERIES_OLDER_THAN_SECONDS (in module settings)
IONOSPHERE_LEARN_FOLDER (in module settings)
IONOSPHERE_LEARN_NAMESPACE_CONFIG (in module settings)
IONOSPHERE_PROCESSES (in module settings)
IONOSPHERE_PROFILES_FOLDER (in module settings)
L
less_than() (in module boundary.boundary_algorithms)
Listen (class in horizon.listen)
listen_pickle() (Listen method)
listen_udp() (Listen method)
load_metric_vars() (in module skyline_functions)
loads() (horizon.listen.SafeUnpickler class method)
LOG_PATH (in module settings)
M
MAX_ANALYZER_PROCESS_RUNTIME (in module settings)
MAX_QUEUE_SIZE (in module settings)
MAX_RESOLUTION (in module settings)
MAX_TOLERABLE_BOREDOM (in module settings)
MEMCACHE_ENABLED (in module settings)
MEMCACHED_SERVER_IP (in module settings)
MEMCACHED_SERVER_PORT (in module settings)
MIN_TOLERABLE_LENGTH (in module settings)
MINI_DURATION (in module settings)
MINI_NAMESPACE (in module settings)
mirage (module)
mirage.mirage_alerters (module)
mirage.negaters (module)
MIRAGE_ALGORITHMS (in module settings)
MIRAGE_CHECK_PATH (in module settings)
MIRAGE_CONSENSUS (in module settings)
MIRAGE_CRUCIBLE_ENABLED (in module settings)
MIRAGE_DATA_FOLDER (in module settings)
MIRAGE_ENABLE_ALERTS (in module settings)
MIRAGE_ENABLE_SECOND_ORDER (in module settings)
MIRAGE_STALE_SECONDS (in module settings)
mkdir_p() (Boundary method)
(in module skyline_functions)
move_file() (in module skyline_functions)
mysql_select() (in module skyline_functions)
N
negate_analyzer_alert() (in module mirage.negaters)
NEGATE_ANALYZER_ALERTS (in module settings)
negate_hipchat() (in module mirage.negaters)
negate_syslog() (in module mirage.negaters)
NON_DERIVATIVE_MONOTONIC_METRICS (in module settings)
nonNegativeDerivative() (in module skyline_functions)
NUMBER_OF_ANOMALIES_TO_STORE_IN_PANORAMA (in module settings)
O
OCULUS_HOST (in module settings)
P
PAGERDUTY_ENABLED (in module settings)
PAGERDUTY_OPTS (in module settings)
PANDAS_VERSION (in module settings)
panorama (module)
PANORAMA_CHECK_MAX_AGE (in module settings)
PANORAMA_CHECK_PATH (in module settings)
PANORAMA_DATABASE (in module settings)
PANORAMA_DBHOST (in module settings)
PANORAMA_DBPORT (in module settings)
PANORAMA_DBUSER (in module settings)
PANORAMA_DBUSERPASS (in module settings)
PANORAMA_ENABLED (in module settings)
PANORAMA_EXPIRY_TIME (in module settings)
PANORAMA_PROCESSES (in module settings)
panorama_request() (in module webapp.backend)
PICKLE_PORT (in module settings)
PICKLE_SAFE (SafeUnpickler attribute)
PID_PATH (in module settings)
PLOT_REDIS_DATA (in module settings)
R
read_all() (Listen method)
REDIS_SOCKET_PATH (in module settings)
RepresentsInt() (in module skyline_functions)
Roomba (class in horizon.roomba)
ROOMBA_GRACE_TIME (in module settings)
ROOMBA_PROCESSES (in module settings)
ROOMBA_TIMEOUT (in module settings)
run() (Boundary method)
(BoundaryAgent method)
(Horizon method)
(Listen method)
(Roomba method)
(Worker method)
(in module boundary.agent)
(in module horizon.agent)
RUN_OPTIMIZED_WORKFLOW (in module settings)
run_selected_algorithm() (in module boundary.boundary_algorithms)
S
SafeUnpickler (class in horizon.listen)
send_anomalous_metric_to() (in module skyline_functions)
send_graphite_metric() (in module skyline_functions)
SERVER_METRICS_NAME (in module settings)
SERVER_PYTZ_TIMEZONE (in module settings)
settings (module)
SKIP_LIST (in module settings)
skyline (module)
skyline_app_logfile (in module boundary.boundary_alerters)
skyline_functions (module)
SKYLINE_TMP_DIR (in module settings)
SKYLINE_URL (in module settings)
skyline_version (in module analyzer.alerters)
(in module mirage.mirage_alerters)
(module)
SLACK_ENABLED (in module settings)
SMTP_OPTS (in module settings)
spin_process() (Boundary method)
Stale
STALE_PERIOD (in module settings)
strictly_increasing_monotonicity() (in module skyline_functions)
SYSLOG_ENABLED (in module settings)
SYSLOG_OPTS (in module settings)
T
TARGET_HOURS (in module settings)
TooShort
trigger_alert() (in module analyzer.alerters)
(in module analyzer_dev.alerters)
(in module boundary.boundary_alerters)
(in module mirage.mirage_alerters)
trigger_negater() (in module mirage.negaters)
TSFRESH_BASELINE_VERSION (in module tsfresh_feature_names)
tsfresh_feature_names (module)
TSFRESH_FEATURES (in module tsfresh_feature_names)
tsfresh_features (module)
TSFRESH_VERSION (in module tsfresh_feature_names)
U
UDP_PORT (in module settings)
unique_noHash() (Boundary method)
V
vacuum() (Roomba method)
validate_settings (module)
validate_settings_variables() (in module validate_settings)
W
webapp (module)
webapp.backend (module)
WEBAPP_ALLOWED_IPS (in module settings)
WEBAPP_AUTH_ENABLED (in module settings)
WEBAPP_AUTH_USER (in module settings)
WEBAPP_AUTH_USER_PASSWORD (in module settings)
WEBAPP_FIXED_TIMEZONE (in module settings)
WEBAPP_IP (in module settings)
WEBAPP_IP_RESTRICTED (in module settings)
WEBAPP_JAVASCRIPT_DEBUG (in module settings)
WEBAPP_PORT (in module settings)
WEBAPP_SERVER (in module settings)
WEBAPP_USER_TIMEZONE (in module settings)
Worker (class in horizon.worker)
WORKER_PROCESSES (in module settings)
write_data_to_file() (in module skyline_functions)
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