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train | ClusterClient.stats | The Cluster Stats API allows to retrieve statistics from a cluster wide
perspective. The API returns basic index metrics and information about
the current nodes that form the cluster.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/cluster-stats.html>`_
:arg node_id: A ... | elasticsearch/client/cluster.py | def stats(self, node_id=None, params=None):
"""
The Cluster Stats API allows to retrieve statistics from a cluster wide
perspective. The API returns basic index metrics and information about
the current nodes that form the cluster.
`<http://www.elastic.co/guide/en/elasticsearch/r... | def stats(self, node_id=None, params=None):
"""
The Cluster Stats API allows to retrieve statistics from a cluster wide
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the current nodes that form the cluster.
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train | ClusterClient.reroute | Explicitly execute a cluster reroute allocation command including specific commands.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/cluster-reroute.html>`_
:arg body: The definition of `commands` to perform (`move`, `cancel`,
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Explicitly execute a cluster reroute allocation command including specific commands.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/cluster-reroute.html>`_
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Explicitly execute a cluster reroute allocation command including specific commands.
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train | ClusterClient.put_settings | Update cluster wide specific settings.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/cluster-update-settings.html>`_
:arg body: The settings to be updated. Can be either `transient` or
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Update cluster wide specific settings.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/cluster-update-settings.html>`_
:arg body: The settings to be updated. Can be either `transient` or
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Update cluster wide specific settings.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/cluster-update-settings.html>`_
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train | ClusterClient.allocation_explain | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/cluster-allocation-explain.html>`_
:arg body: The index, shard, and primary flag to explain. Empty means
'explain the first unassigned shard'
:arg include_disk_info: Return information about disk usage and shard
si... | elasticsearch/client/cluster.py | def allocation_explain(self, body=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/cluster-allocation-explain.html>`_
:arg body: The index, shard, and primary flag to explain. Empty means
'explain the first unassigned shard'
:arg inclu... | def allocation_explain(self, body=None, params=None):
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`<http://www.elastic.co/guide/en/elasticsearch/reference/current/cluster-allocation-explain.html>`_
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train | MigrationClient.deprecations | `<http://www.elastic.co/guide/en/migration/current/migration-api-deprecation.html>`_
:arg index: Index pattern | elasticsearch/client/xpack/migration.py | def deprecations(self, index=None, params=None):
"""
`<http://www.elastic.co/guide/en/migration/current/migration-api-deprecation.html>`_
:arg index: Index pattern
"""
return self.transport.perform_request(
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"""
`<http://www.elastic.co/guide/en/migration/current/migration-api-deprecation.html>`_
:arg index: Index pattern
"""
return self.transport.perform_request(
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train | ConnectionPool.get_connection | Return a connection from the pool using the `ConnectionSelector`
instance.
It tries to resurrect eligible connections, forces a resurrection when
no connections are availible and passes the list of live connections to
the selector instance to choose from.
Returns a connection i... | elasticsearch/connection_pool.py | def get_connection(self):
"""
Return a connection from the pool using the `ConnectionSelector`
instance.
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no connections are availible and passes the list of live connections to
the selector instance t... | def get_connection(self):
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train | CcrClient.follow | `<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-put-follow.html>`_
:arg index: The name of the follower index
:arg body: The name of the leader index and other optional ccr related
parameters
:arg wait_for_active_shards: Sets the number of shard copies that mus... | elasticsearch/client/xpack/ccr.py | def follow(self, index, body, params=None):
"""
`<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-put-follow.html>`_
:arg index: The name of the follower index
:arg body: The name of the leader index and other optional ccr related
parameters
:arg ... | def follow(self, index, body, params=None):
"""
`<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-put-follow.html>`_
:arg index: The name of the follower index
:arg body: The name of the leader index and other optional ccr related
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train | CcrClient.follow_info | `<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-get-follow-info.html>`_
:arg index: A comma-separated list of index patterns; use `_all` to
perform the operation on all indices | elasticsearch/client/xpack/ccr.py | def follow_info(self, index=None, params=None):
"""
`<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-get-follow-info.html>`_
:arg index: A comma-separated list of index patterns; use `_all` to
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"""
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"""
`<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-get-follow-info.html>`_
:arg index: A comma-separated list of index patterns; use `_all` to
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train | CcrClient.follow_stats | `<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-get-follow-stats.html>`_
:arg index: A comma-separated list of index patterns; use `_all` to
perform the operation on all indices | elasticsearch/client/xpack/ccr.py | def follow_stats(self, index, params=None):
"""
`<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-get-follow-stats.html>`_
:arg index: A comma-separated list of index patterns; use `_all` to
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"""
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"""
`<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-get-follow-stats.html>`_
:arg index: A comma-separated list of index patterns; use `_all` to
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train | CcrClient.get_auto_follow_pattern | `<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-get-auto-follow-pattern.html>`_
:arg name: The name of the auto follow pattern. | elasticsearch/client/xpack/ccr.py | def get_auto_follow_pattern(self, name=None, params=None):
"""
`<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-get-auto-follow-pattern.html>`_
:arg name: The name of the auto follow pattern.
"""
return self.transport.perform_request(
"GET", _mak... | def get_auto_follow_pattern(self, name=None, params=None):
"""
`<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-get-auto-follow-pattern.html>`_
:arg name: The name of the auto follow pattern.
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train | CcrClient.put_auto_follow_pattern | `<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-put-auto-follow-pattern.html>`_
:arg name: The name of the auto follow pattern.
:arg body: The specification of the auto follow pattern | elasticsearch/client/xpack/ccr.py | def put_auto_follow_pattern(self, name, body, params=None):
"""
`<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-put-auto-follow-pattern.html>`_
:arg name: The name of the auto follow pattern.
:arg body: The specification of the auto follow pattern
"""
... | def put_auto_follow_pattern(self, name, body, params=None):
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`<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-put-auto-follow-pattern.html>`_
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train | CcrClient.resume_follow | `<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-post-resume-follow.html>`_
:arg index: The name of the follow index to resume following.
:arg body: The name of the leader index and other optional ccr related
parameters | elasticsearch/client/xpack/ccr.py | def resume_follow(self, index, body=None, params=None):
"""
`<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-post-resume-follow.html>`_
:arg index: The name of the follow index to resume following.
:arg body: The name of the leader index and other optional ccr relat... | def resume_follow(self, index, body=None, params=None):
"""
`<https://www.elastic.co/guide/en/elasticsearch/reference/current/ccr-post-resume-follow.html>`_
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train | IngestClient.get_pipeline | `<https://www.elastic.co/guide/en/elasticsearch/plugins/current/ingest.html>`_
:arg id: Comma separated list of pipeline ids. Wildcards supported
:arg master_timeout: Explicit operation timeout for connection to master
node | elasticsearch/client/ingest.py | def get_pipeline(self, id=None, params=None):
"""
`<https://www.elastic.co/guide/en/elasticsearch/plugins/current/ingest.html>`_
:arg id: Comma separated list of pipeline ids. Wildcards supported
:arg master_timeout: Explicit operation timeout for connection to master
node
... | def get_pipeline(self, id=None, params=None):
"""
`<https://www.elastic.co/guide/en/elasticsearch/plugins/current/ingest.html>`_
:arg id: Comma separated list of pipeline ids. Wildcards supported
:arg master_timeout: Explicit operation timeout for connection to master
node
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train | MlClient.delete_calendar_event | `<>`_
:arg calendar_id: The ID of the calendar to modify
:arg event_id: The ID of the event to remove from the calendar | elasticsearch/client/xpack/ml.py | def delete_calendar_event(self, calendar_id, event_id, params=None):
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`<>`_
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:arg event_id: The ID of the event to remove from the calendar
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"""
`<>`_
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:arg event_id: The ID of the event to remove from the calendar
"""
for param in (calendar_id, event_id):
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train | MlClient.delete_filter | `<>`_
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"""
`<>`_
:arg filter_id: The ID of the filter to delete
"""
if filter_id in SKIP_IN_PATH:
raise ValueError("Empty value passed for a required argument 'filter_id'.")
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"""
`<>`_
:arg filter_id: The ID of the filter to delete
"""
if filter_id in SKIP_IN_PATH:
raise ValueError("Empty value passed for a required argument 'filter_id'.")
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train | MlClient.delete_forecast | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-delete-forecast.html>`_
:arg job_id: The ID of the job from which to delete forecasts
:arg forecast_id: The ID of the forecast to delete, can be comma
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:arg allow_no_forec... | elasticsearch/client/xpack/ml.py | def delete_forecast(self, job_id, forecast_id=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-delete-forecast.html>`_
:arg job_id: The ID of the job from which to delete forecasts
:arg forecast_id: The ID of the forecast to delete, can be comm... | def delete_forecast(self, job_id, forecast_id=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-delete-forecast.html>`_
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train | MlClient.delete_job | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-delete-job.html>`_
:arg job_id: The ID of the job to delete
:arg force: True if the job should be forcefully deleted, default False
:arg wait_for_completion: Should this request wait until the operation
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"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-delete-job.html>`_
:arg job_id: The ID of the job to delete
:arg force: True if the job should be forcefully deleted, default False
:arg wait_for_completion: Should... | def delete_job(self, job_id, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-delete-job.html>`_
:arg job_id: The ID of the job to delete
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train | MlClient.delete_model_snapshot | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-delete-snapshot.html>`_
:arg job_id: The ID of the job to fetch
:arg snapshot_id: The ID of the snapshot to delete | elasticsearch/client/xpack/ml.py | def delete_model_snapshot(self, job_id, snapshot_id, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-delete-snapshot.html>`_
:arg job_id: The ID of the job to fetch
:arg snapshot_id: The ID of the snapshot to delete
"""
for param in ... | def delete_model_snapshot(self, job_id, snapshot_id, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-delete-snapshot.html>`_
:arg job_id: The ID of the job to fetch
:arg snapshot_id: The ID of the snapshot to delete
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train | MlClient.find_file_structure | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-file-structure.html>`_
:arg body: The contents of the file to be analyzed
:arg charset: Optional parameter to specify the character set of the
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:arg column_names: Optional parameter containing a comma separated ... | elasticsearch/client/xpack/ml.py | def find_file_structure(self, body, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-file-structure.html>`_
:arg body: The contents of the file to be analyzed
:arg charset: Optional parameter to specify the character set of the
file
... | def find_file_structure(self, body, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-file-structure.html>`_
:arg body: The contents of the file to be analyzed
:arg charset: Optional parameter to specify the character set of the
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train | MlClient.flush_job | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-flush-job.html>`_
:arg job_id: The name of the job to flush
:arg body: Flush parameters
:arg advance_time: Advances time to the given value generating results
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... | elasticsearch/client/xpack/ml.py | def flush_job(self, job_id, body=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-flush-job.html>`_
:arg job_id: The name of the job to flush
:arg body: Flush parameters
:arg advance_time: Advances time to the given value generating res... | def flush_job(self, job_id, body=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-flush-job.html>`_
:arg job_id: The name of the job to flush
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train | MlClient.get_buckets | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-bucket.html>`_
:arg job_id: ID of the job to get bucket results from
:arg timestamp: The timestamp of the desired single bucket result
:arg body: Bucket selection details if not provided in URI
:arg anomaly_score: F... | elasticsearch/client/xpack/ml.py | def get_buckets(self, job_id, timestamp=None, body=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-bucket.html>`_
:arg job_id: ID of the job to get bucket results from
:arg timestamp: The timestamp of the desired single bucket result
... | def get_buckets(self, job_id, timestamp=None, body=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-bucket.html>`_
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train | MlClient.get_calendar_events | `<>`_
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:arg end: Get events before this time
:arg from_: Skips a number of events
:arg job_id: Get events for the job. When this option is used
calendar_id must be '_all'
:arg size: Specifies a max number ... | elasticsearch/client/xpack/ml.py | def get_calendar_events(self, calendar_id, params=None):
"""
`<>`_
:arg calendar_id: The ID of the calendar containing the events
:arg end: Get events before this time
:arg from_: Skips a number of events
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... | def get_calendar_events(self, calendar_id, params=None):
"""
`<>`_
:arg calendar_id: The ID of the calendar containing the events
:arg end: Get events before this time
:arg from_: Skips a number of events
:arg job_id: Get events for the job. When this option is used
... | [
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train | MlClient.get_calendars | `<>`_
:arg calendar_id: The ID of the calendar to fetch
:arg body: The from and size parameters optionally sent in the body
:arg from_: skips a number of calendars
:arg size: specifies a max number of calendars to get | elasticsearch/client/xpack/ml.py | def get_calendars(self, calendar_id=None, body=None, params=None):
"""
`<>`_
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:arg body: The from and size parameters optionally sent in the body
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train | MlClient.get_categories | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-category.html>`_
:arg job_id: The name of the job
:arg category_id: The identifier of the category definition of interest
:arg body: Category selection details if not provided in URI
:arg from_: skips a number of ca... | elasticsearch/client/xpack/ml.py | def get_categories(self, job_id, category_id=None, body=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-category.html>`_
:arg job_id: The name of the job
:arg category_id: The identifier of the category definition of interest
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"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-category.html>`_
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train | MlClient.get_datafeed_stats | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-datafeed-stats.html>`_
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"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-datafeed-stats.html>`_
:arg datafeed_id: The ID of the datafeeds stats to fetch
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... | def get_datafeed_stats(self, datafeed_id=None, params=None):
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`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-datafeed-stats.html>`_
:arg datafeed_id: The ID of the datafeeds stats to fetch
:arg allow_no_datafeeds: Whether to ignore if a wildcard expression
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train | MlClient.get_datafeeds | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-datafeed.html>`_
:arg datafeed_id: The ID of the datafeeds to fetch
:arg allow_no_datafeeds: Whether to ignore if a wildcard expression
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datafeeds... | elasticsearch/client/xpack/ml.py | def get_datafeeds(self, datafeed_id=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-datafeed.html>`_
:arg datafeed_id: The ID of the datafeeds to fetch
:arg allow_no_datafeeds: Whether to ignore if a wildcard expression
matches... | def get_datafeeds(self, datafeed_id=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-datafeed.html>`_
:arg datafeed_id: The ID of the datafeeds to fetch
:arg allow_no_datafeeds: Whether to ignore if a wildcard expression
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train | MlClient.get_filters | `<>`_
:arg filter_id: The ID of the filter to fetch
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:arg size: specifies a max number of filters to get | elasticsearch/client/xpack/ml.py | def get_filters(self, filter_id=None, params=None):
"""
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:arg filter_id: The ID of the filter to fetch
:arg from_: skips a number of filters
:arg size: specifies a max number of filters to get
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"""
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:arg filter_id: The ID of the filter to fetch
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:arg size: specifies a max number of filters to get
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train | MlClient.get_job_stats | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-job-stats.html>`_
:arg job_id: The ID of the jobs stats to fetch
:arg allow_no_jobs: Whether to ignore if a wildcard expression matches
no jobs. (This includes `_all` string or when no jobs have been
specifi... | elasticsearch/client/xpack/ml.py | def get_job_stats(self, job_id=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-job-stats.html>`_
:arg job_id: The ID of the jobs stats to fetch
:arg allow_no_jobs: Whether to ignore if a wildcard expression matches
no jobs. (Th... | def get_job_stats(self, job_id=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-job-stats.html>`_
:arg job_id: The ID of the jobs stats to fetch
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train | MlClient.get_jobs | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-job.html>`_
:arg job_id: The ID of the jobs to fetch
:arg allow_no_jobs: Whether to ignore if a wildcard expression matches
no jobs. (This includes `_all` string or when no jobs have been
specified) | elasticsearch/client/xpack/ml.py | def get_jobs(self, job_id=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-job.html>`_
:arg job_id: The ID of the jobs to fetch
:arg allow_no_jobs: Whether to ignore if a wildcard expression matches
no jobs. (This includes `_all... | def get_jobs(self, job_id=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-job.html>`_
:arg job_id: The ID of the jobs to fetch
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train | MlClient.get_model_snapshots | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-snapshot.html>`_
:arg job_id: The ID of the job to fetch
:arg snapshot_id: The ID of the snapshot to fetch
:arg body: Model snapshot selection criteria
:arg desc: True if the results should be sorted in descending o... | elasticsearch/client/xpack/ml.py | def get_model_snapshots(self, job_id, snapshot_id=None, body=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-snapshot.html>`_
:arg job_id: The ID of the job to fetch
:arg snapshot_id: The ID of the snapshot to fetch
:arg body: Mode... | def get_model_snapshots(self, job_id, snapshot_id=None, body=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-snapshot.html>`_
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train | MlClient.post_calendar_events | `<>`_
:arg calendar_id: The ID of the calendar to modify
:arg body: A list of events | elasticsearch/client/xpack/ml.py | def post_calendar_events(self, calendar_id, body, params=None):
"""
`<>`_
:arg calendar_id: The ID of the calendar to modify
:arg body: A list of events
"""
for param in (calendar_id, body):
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:arg body: A list of events
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train | MlClient.post_data | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-post-data.html>`_
:arg job_id: The name of the job receiving the data
:arg body: The data to process
:arg reset_end: Optional parameter to specify the end of the bucket
resetting range
:arg reset_start: Opti... | elasticsearch/client/xpack/ml.py | def post_data(self, job_id, body, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-post-data.html>`_
:arg job_id: The name of the job receiving the data
:arg body: The data to process
:arg reset_end: Optional parameter to specify the end of t... | def post_data(self, job_id, body, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-post-data.html>`_
:arg job_id: The name of the job receiving the data
:arg body: The data to process
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train | MlClient.preview_datafeed | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-preview-datafeed.html>`_
:arg datafeed_id: The ID of the datafeed to preview | elasticsearch/client/xpack/ml.py | def preview_datafeed(self, datafeed_id, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-preview-datafeed.html>`_
:arg datafeed_id: The ID of the datafeed to preview
"""
if datafeed_id in SKIP_IN_PATH:
raise ValueError(
... | def preview_datafeed(self, datafeed_id, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-preview-datafeed.html>`_
:arg datafeed_id: The ID of the datafeed to preview
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if datafeed_id in SKIP_IN_PATH:
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train | MlClient.put_calendar | `<>`_
:arg calendar_id: The ID of the calendar to create
:arg body: The calendar details | elasticsearch/client/xpack/ml.py | def put_calendar(self, calendar_id, body=None, params=None):
"""
`<>`_
:arg calendar_id: The ID of the calendar to create
:arg body: The calendar details
"""
if calendar_id in SKIP_IN_PATH:
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"Empty value passed for a required ... | def put_calendar(self, calendar_id, body=None, params=None):
"""
`<>`_
:arg calendar_id: The ID of the calendar to create
:arg body: The calendar details
"""
if calendar_id in SKIP_IN_PATH:
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train | MlClient.put_calendar_job | `<>`_
:arg calendar_id: The ID of the calendar to modify
:arg job_id: The ID of the job to add to the calendar | elasticsearch/client/xpack/ml.py | def put_calendar_job(self, calendar_id, job_id, params=None):
"""
`<>`_
:arg calendar_id: The ID of the calendar to modify
:arg job_id: The ID of the job to add to the calendar
"""
for param in (calendar_id, job_id):
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"""
`<>`_
:arg calendar_id: The ID of the calendar to modify
:arg job_id: The ID of the job to add to the calendar
"""
for param in (calendar_id, job_id):
if param in SKIP_IN_PATH:
... | [
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train | MlClient.start_datafeed | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-start-datafeed.html>`_
:arg datafeed_id: The ID of the datafeed to start
:arg body: The start datafeed parameters
:arg end: The end time when the datafeed should stop. When not set, the
datafeed continues in real ti... | elasticsearch/client/xpack/ml.py | def start_datafeed(self, datafeed_id, body=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-start-datafeed.html>`_
:arg datafeed_id: The ID of the datafeed to start
:arg body: The start datafeed parameters
:arg end: The end time when th... | def start_datafeed(self, datafeed_id, body=None, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-start-datafeed.html>`_
:arg datafeed_id: The ID of the datafeed to start
:arg body: The start datafeed parameters
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train | MlClient.update_datafeed | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-update-datafeed.html>`_
:arg datafeed_id: The ID of the datafeed to update
:arg body: The datafeed update settings | elasticsearch/client/xpack/ml.py | def update_datafeed(self, datafeed_id, body, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-update-datafeed.html>`_
:arg datafeed_id: The ID of the datafeed to update
:arg body: The datafeed update settings
"""
for param in (datafee... | def update_datafeed(self, datafeed_id, body, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-update-datafeed.html>`_
:arg datafeed_id: The ID of the datafeed to update
:arg body: The datafeed update settings
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train | MlClient.update_filter | `<>`_
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:arg body: The filter update | elasticsearch/client/xpack/ml.py | def update_filter(self, filter_id, body, params=None):
"""
`<>`_
:arg filter_id: The ID of the filter to update
:arg body: The filter update
"""
for param in (filter_id, body):
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:arg body: The filter update
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train | MlClient.update_model_snapshot | `<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-update-snapshot.html>`_
:arg job_id: The ID of the job to fetch
:arg snapshot_id: The ID of the snapshot to update
:arg body: The model snapshot properties to update | elasticsearch/client/xpack/ml.py | def update_model_snapshot(self, job_id, snapshot_id, body, params=None):
"""
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-update-snapshot.html>`_
:arg job_id: The ID of the job to fetch
:arg snapshot_id: The ID of the snapshot to update
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`<http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-update-snapshot.html>`_
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train | MlClient.validate_detector | `<>`_
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"""
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if body in SKIP_IN_PATH:
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train | IndicesClient.analyze | Perform the analysis process on a text and return the tokens breakdown of the text.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-analyze.html>`_
:arg index: The name of the index to scope the operation
:arg body: Define analyzer/tokenizer parameters and the text on w... | elasticsearch/client/indices.py | def analyze(self, index=None, body=None, params=None):
"""
Perform the analysis process on a text and return the tokens breakdown of the text.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-analyze.html>`_
:arg index: The name of the index to scope the operatio... | def analyze(self, index=None, body=None, params=None):
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Perform the analysis process on a text and return the tokens breakdown of the text.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-analyze.html>`_
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train | IndicesClient.refresh | Explicitly refresh one or more index, making all operations performed
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`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-refresh.html>`_
:arg index: A comma-separated list of index names; use `_all` or empty
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"""
Explicitly refresh one or more index, making all operations performed
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`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-refresh.html>`_
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Explicitly refresh one or more index, making all operations performed
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train | IndicesClient.flush | Explicitly flush one or more indices.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-flush.html>`_
:arg index: A comma-separated list of index names; use `_all` or empty
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"""
Explicitly flush one or more indices.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-flush.html>`_
:arg index: A comma-separated list of index names; use `_all` or empty
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Explicitly flush one or more indices.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-flush.html>`_
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train | IndicesClient.get | The get index API allows to retrieve information about one or more indexes.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-get-index.html>`_
:arg index: A comma-separated list of index names
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... | elasticsearch/client/indices.py | def get(self, index, feature=None, params=None):
"""
The get index API allows to retrieve information about one or more indexes.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-get-index.html>`_
:arg index: A comma-separated list of index names
:arg allo... | def get(self, index, feature=None, params=None):
"""
The get index API allows to retrieve information about one or more indexes.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-get-index.html>`_
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train | IndicesClient.exists_type | Check if a type/types exists in an index/indices.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-types-exists.html>`_
:arg index: A comma-separated list of index names; use `_all` to check
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:arg doc_type: A comma-separated list o... | elasticsearch/client/indices.py | def exists_type(self, index, doc_type, params=None):
"""
Check if a type/types exists in an index/indices.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-types-exists.html>`_
:arg index: A comma-separated list of index names; use `_all` to check
the... | def exists_type(self, index, doc_type, params=None):
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Check if a type/types exists in an index/indices.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-types-exists.html>`_
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train | IndicesClient.get_mapping | Retrieve mapping definition of index or index/type.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-get-mapping.html>`_
:arg index: A comma-separated list of index names
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Retrieve mapping definition of index or index/type.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-get-mapping.html>`_
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Retrieve mapping definition of index or index/type.
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train | IndicesClient.get_field_mapping | Retrieve mapping definition of a specific field.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-get-field-mapping.html>`_
:arg fields: A comma-separated list of fields
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"""
Retrieve mapping definition of a specific field.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-get-field-mapping.html>`_
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Retrieve mapping definition of a specific field.
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train | IndicesClient.put_alias | Create an alias for a specific index/indices.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-aliases.html>`_
:arg index: A comma-separated list of index names the alias should point
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ind... | elasticsearch/client/indices.py | def put_alias(self, index, name, body=None, params=None):
"""
Create an alias for a specific index/indices.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-aliases.html>`_
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Create an alias for a specific index/indices.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-aliases.html>`_
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train | IndicesClient.exists_alias | Return a boolean indicating whether given alias exists.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-aliases.html>`_
:arg index: A comma-separated list of index names to filter aliases
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Return a boolean indicating whether given alias exists.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-aliases.html>`_
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Return a boolean indicating whether given alias exists.
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train | IndicesClient.get_alias | Retrieve a specified alias.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-aliases.html>`_
:arg index: A comma-separated list of index names to filter aliases
:arg name: A comma-separated list of alias names to return
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Retrieve a specified alias.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-aliases.html>`_
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Retrieve a specified alias.
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train | IndicesClient.update_aliases | Update specified aliases.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-aliases.html>`_
:arg body: The definition of `actions` to perform
:arg master_timeout: Specify timeout for connection to master
:arg request_timeout: Request timeout | elasticsearch/client/indices.py | def update_aliases(self, body, params=None):
"""
Update specified aliases.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-aliases.html>`_
:arg body: The definition of `actions` to perform
:arg master_timeout: Specify timeout for connection to master
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"""
Update specified aliases.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-aliases.html>`_
:arg body: The definition of `actions` to perform
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train | IndicesClient.delete_alias | Delete specific alias.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-aliases.html>`_
:arg index: A comma-separated list of index names (supports wildcards);
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"""
Delete specific alias.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-aliases.html>`_
:arg index: A comma-separated list of index names (supports wildcards);
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:a... | def delete_alias(self, index, name, params=None):
"""
Delete specific alias.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-aliases.html>`_
:arg index: A comma-separated list of index names (supports wildcards);
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train | IndicesClient.get_template | Retrieve an index template by its name.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-templates.html>`_
:arg name: The name of the template
:arg flat_settings: Return settings in flat format (default: false)
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"""
Retrieve an index template by its name.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-templates.html>`_
:arg name: The name of the template
:arg flat_settings: Return settings in flat format (default:... | def get_template(self, name=None, params=None):
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Retrieve an index template by its name.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-templates.html>`_
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train | IndicesClient.get_settings | Retrieve settings for one or more (or all) indices.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-get-settings.html>`_
:arg index: A comma-separated list of index names; use `_all` or empty
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:arg name: The name... | elasticsearch/client/indices.py | def get_settings(self, index=None, name=None, params=None):
"""
Retrieve settings for one or more (or all) indices.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-get-settings.html>`_
:arg index: A comma-separated list of index names; use `_all` or empty
... | def get_settings(self, index=None, name=None, params=None):
"""
Retrieve settings for one or more (or all) indices.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-get-settings.html>`_
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train | IndicesClient.stats | Retrieve statistics on different operations happening on an index.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-stats.html>`_
:arg index: A comma-separated list of index names; use `_all` or empty
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:arg metric... | elasticsearch/client/indices.py | def stats(self, index=None, metric=None, params=None):
"""
Retrieve statistics on different operations happening on an index.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-stats.html>`_
:arg index: A comma-separated list of index names; use `_all` or empty
... | def stats(self, index=None, metric=None, params=None):
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Retrieve statistics on different operations happening on an index.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-stats.html>`_
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train | IndicesClient.clear_cache | Clear either all caches or specific cached associated with one ore more indices.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-clearcache.html>`_
:arg index: A comma-separated list of index name to limit the operation
:arg allow_no_indices: Whether to ignore if a wild... | elasticsearch/client/indices.py | def clear_cache(self, index=None, params=None):
"""
Clear either all caches or specific cached associated with one ore more indices.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-clearcache.html>`_
:arg index: A comma-separated list of index name to limit the ... | def clear_cache(self, index=None, params=None):
"""
Clear either all caches or specific cached associated with one ore more indices.
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train | IndicesClient.upgrade | Upgrade one or more indices to the latest format through an API.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-upgrade.html>`_
:arg index: A comma-separated list of index names; use `_all` or empty
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"""
Upgrade one or more indices to the latest format through an API.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-upgrade.html>`_
:arg index: A comma-separated list of index names; use `_all` or empty
st... | def upgrade(self, index=None, params=None):
"""
Upgrade one or more indices to the latest format through an API.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-upgrade.html>`_
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train | IndicesClient.get_upgrade | Monitor how much of one or more index is upgraded.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-upgrade.html>`_
:arg index: A comma-separated list of index names; use `_all` or empty
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:arg allow_no_indices: Wh... | elasticsearch/client/indices.py | def get_upgrade(self, index=None, params=None):
"""
Monitor how much of one or more index is upgraded.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-upgrade.html>`_
:arg index: A comma-separated list of index names; use `_all` or empty
string to pe... | def get_upgrade(self, index=None, params=None):
"""
Monitor how much of one or more index is upgraded.
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train | IndicesClient.flush_synced | Perform a normal flush, then add a generated unique marker (sync_id) to all shards.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-synced-flush.html>`_
:arg index: A comma-separated list of index names; use `_all` or empty
string for all indices
:arg allow_... | elasticsearch/client/indices.py | def flush_synced(self, index=None, params=None):
"""
Perform a normal flush, then add a generated unique marker (sync_id) to all shards.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-synced-flush.html>`_
:arg index: A comma-separated list of index names; use `... | def flush_synced(self, index=None, params=None):
"""
Perform a normal flush, then add a generated unique marker (sync_id) to all shards.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/indices-synced-flush.html>`_
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train | IndicesClient.shard_stores | Provides store information for shard copies of indices. Store
information reports on which nodes shard copies exist, the shard copy
version, indicating how recent they are, and any exceptions encountered
while opening the shard index or from earlier engine failure.
`<http://www.elastic.c... | elasticsearch/client/indices.py | def shard_stores(self, index=None, params=None):
"""
Provides store information for shard copies of indices. Store
information reports on which nodes shard copies exist, the shard copy
version, indicating how recent they are, and any exceptions encountered
while opening the shard... | def shard_stores(self, index=None, params=None):
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Provides store information for shard copies of indices. Store
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train | IndicesClient.forcemerge | The force merge API allows to force merging of one or more indices
through an API. The merge relates to the number of segments a Lucene
index holds within each shard. The force merge operation allows to
reduce the number of segments by merging them.
This call will block until the merge ... | elasticsearch/client/indices.py | def forcemerge(self, index=None, params=None):
"""
The force merge API allows to force merging of one or more indices
through an API. The merge relates to the number of segments a Lucene
index holds within each shard. The force merge operation allows to
reduce the number of segme... | def forcemerge(self, index=None, params=None):
"""
The force merge API allows to force merging of one or more indices
through an API. The merge relates to the number of segments a Lucene
index holds within each shard. The force merge operation allows to
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train | IndicesClient.shrink | The shrink index API allows you to shrink an existing index into a new
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target index must be a factor of the shards in the source index. For
example an index with 8 primary shards can be shrunk into 4, 2 or 1
primary sha... | elasticsearch/client/indices.py | def shrink(self, index, target, body=None, params=None):
"""
The shrink index API allows you to shrink an existing index into a new
index with fewer primary shards. The number of primary shards in the
target index must be a factor of the shards in the source index. For
example an... | def shrink(self, index, target, body=None, params=None):
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The shrink index API allows you to shrink an existing index into a new
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... | elastic/elasticsearch-py | python | https://github.com/elastic/elasticsearch-py/blob/2aab285c8f506f3863cbdaba3c90a685c510ba00/elasticsearch/client/indices.py#L988-L1015 | [
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train | IndicesClient.rollover | The rollover index API rolls an alias over to a new index when the
existing index is considered to be too large or too old.
The API accepts a single alias name and a list of conditions. The alias
must point to a single index only. If the index satisfies the specified
conditions then a n... | elasticsearch/client/indices.py | def rollover(self, alias, new_index=None, body=None, params=None):
"""
The rollover index API rolls an alias over to a new index when the
existing index is considered to be too large or too old.
The API accepts a single alias name and a list of conditions. The alias
must point t... | def rollover(self, alias, new_index=None, body=None, params=None):
"""
The rollover index API rolls an alias over to a new index when the
existing index is considered to be too large or too old.
The API accepts a single alias name and a list of conditions. The alias
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train | SnapshotClient.get | Retrieve information about a snapshot.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-snapshots.html>`_
:arg repository: A repository name
:arg snapshot: A comma-separated list of snapshot names
:arg ignore_unavailable: Whether to ignore unavailable snapshots,
... | elasticsearch/client/snapshot.py | def get(self, repository, snapshot, params=None):
"""
Retrieve information about a snapshot.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-snapshots.html>`_
:arg repository: A repository name
:arg snapshot: A comma-separated list of snapshot names
... | def get(self, repository, snapshot, params=None):
"""
Retrieve information about a snapshot.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-snapshots.html>`_
:arg repository: A repository name
:arg snapshot: A comma-separated list of snapshot names
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train | SnapshotClient.delete_repository | Removes a shared file system repository.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-snapshots.html>`_
:arg repository: A comma-separated list of repository names
:arg master_timeout: Explicit operation timeout for connection to master
node
:arg ... | elasticsearch/client/snapshot.py | def delete_repository(self, repository, params=None):
"""
Removes a shared file system repository.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-snapshots.html>`_
:arg repository: A comma-separated list of repository names
:arg master_timeout: Explicit... | def delete_repository(self, repository, params=None):
"""
Removes a shared file system repository.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-snapshots.html>`_
:arg repository: A comma-separated list of repository names
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train | SnapshotClient.get_repository | Return information about registered repositories.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-snapshots.html>`_
:arg repository: A comma-separated list of repository names
:arg local: Return local information, do not retrieve the state from
master node (... | elasticsearch/client/snapshot.py | def get_repository(self, repository=None, params=None):
"""
Return information about registered repositories.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-snapshots.html>`_
:arg repository: A comma-separated list of repository names
:arg local: Return... | def get_repository(self, repository=None, params=None):
"""
Return information about registered repositories.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-snapshots.html>`_
:arg repository: A comma-separated list of repository names
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train | SnapshotClient.create_repository | Registers a shared file system repository.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-snapshots.html>`_
:arg repository: A repository name
:arg body: The repository definition
:arg master_timeout: Explicit operation timeout for connection to master
... | elasticsearch/client/snapshot.py | def create_repository(self, repository, body, params=None):
"""
Registers a shared file system repository.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-snapshots.html>`_
:arg repository: A repository name
:arg body: The repository definition
:... | def create_repository(self, repository, body, params=None):
"""
Registers a shared file system repository.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-snapshots.html>`_
:arg repository: A repository name
:arg body: The repository definition
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train | SnapshotClient.restore | Restore a snapshot.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-snapshots.html>`_
:arg repository: A repository name
:arg snapshot: A snapshot name
:arg body: Details of what to restore
:arg master_timeout: Explicit operation timeout for connection t... | elasticsearch/client/snapshot.py | def restore(self, repository, snapshot, body=None, params=None):
"""
Restore a snapshot.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-snapshots.html>`_
:arg repository: A repository name
:arg snapshot: A snapshot name
:arg body: Details of wha... | def restore(self, repository, snapshot, body=None, params=None):
"""
Restore a snapshot.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-snapshots.html>`_
:arg repository: A repository name
:arg snapshot: A snapshot name
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train | SnapshotClient.status | Return information about all currently running snapshots. By specifying
a repository name, it's possible to limit the results to a particular
repository.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/modules-snapshots.html>`_
:arg repository: A repository name
... | elasticsearch/client/snapshot.py | def status(self, repository=None, snapshot=None, params=None):
"""
Return information about all currently running snapshots. By specifying
a repository name, it's possible to limit the results to a particular
repository.
`<http://www.elastic.co/guide/en/elasticsearch/reference/cu... | def status(self, repository=None, snapshot=None, params=None):
"""
Return information about all currently running snapshots. By specifying
a repository name, it's possible to limit the results to a particular
repository.
`<http://www.elastic.co/guide/en/elasticsearch/reference/cu... | [
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train | _escape | Escape a single value of a URL string or a query parameter. If it is a list
or tuple, turn it into a comma-separated string first. | elasticsearch/client/utils.py | def _escape(value):
"""
Escape a single value of a URL string or a query parameter. If it is a list
or tuple, turn it into a comma-separated string first.
"""
# make sequences into comma-separated stings
if isinstance(value, (list, tuple)):
value = ",".join(value)
# dates and datet... | def _escape(value):
"""
Escape a single value of a URL string or a query parameter. If it is a list
or tuple, turn it into a comma-separated string first.
"""
# make sequences into comma-separated stings
if isinstance(value, (list, tuple)):
value = ",".join(value)
# dates and datet... | [
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train | _make_path | Create a URL string from parts, omit all `None` values and empty strings.
Convert lists and tuples to comma separated values. | elasticsearch/client/utils.py | def _make_path(*parts):
"""
Create a URL string from parts, omit all `None` values and empty strings.
Convert lists and tuples to comma separated values.
"""
# TODO: maybe only allow some parts to be lists/tuples ?
return "/" + "/".join(
# preserve ',' and '*' in url for nicer URLs in lo... | def _make_path(*parts):
"""
Create a URL string from parts, omit all `None` values and empty strings.
Convert lists and tuples to comma separated values.
"""
# TODO: maybe only allow some parts to be lists/tuples ?
return "/" + "/".join(
# preserve ',' and '*' in url for nicer URLs in lo... | [
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train | query_params | Decorator that pops all accepted parameters from method's kwargs and puts
them in the params argument. | elasticsearch/client/utils.py | def query_params(*es_query_params):
"""
Decorator that pops all accepted parameters from method's kwargs and puts
them in the params argument.
"""
def _wrapper(func):
@wraps(func)
def _wrapped(*args, **kwargs):
params = {}
if "params" in kwargs:
... | def query_params(*es_query_params):
"""
Decorator that pops all accepted parameters from method's kwargs and puts
them in the params argument.
"""
def _wrapper(func):
@wraps(func)
def _wrapped(*args, **kwargs):
params = {}
if "params" in kwargs:
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train | TasksClient.get | Retrieve information for a particular task.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/tasks.html>`_
:arg task_id: Return the task with specified id (node_id:task_number)
:arg wait_for_completion: Wait for the matching tasks to complete
(default: false)
... | elasticsearch/client/tasks.py | def get(self, task_id=None, params=None):
"""
Retrieve information for a particular task.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/tasks.html>`_
:arg task_id: Return the task with specified id (node_id:task_number)
:arg wait_for_completion: Wait for the m... | def get(self, task_id=None, params=None):
"""
Retrieve information for a particular task.
`<http://www.elastic.co/guide/en/elasticsearch/reference/current/tasks.html>`_
:arg task_id: Return the task with specified id (node_id:task_number)
:arg wait_for_completion: Wait for the m... | [
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train | print_hits | Simple utility function to print results of a search query. | example/queries.py | def print_hits(results):
" Simple utility function to print results of a search query. "
print_search_stats(results)
for hit in results['hits']['hits']:
# get created date for a repo and fallback to authored_date for a commit
created_at = parse_date(hit['_source'].get('created_at', hit['_sou... | def print_hits(results):
" Simple utility function to print results of a search query. "
print_search_stats(results)
for hit in results['hits']['hits']:
# get created date for a repo and fallback to authored_date for a commit
created_at = parse_date(hit['_source'].get('created_at', hit['_sou... | [
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train | BayesianOptimizationHandler.post | Deal with incoming requests. | examples/async_optimization.py | def post(self):
"""Deal with incoming requests."""
body = tornado.escape.json_decode(self.request.body)
try:
self._bo.register(
params=body["params"],
target=body["target"],
)
print("BO has registered: {} points.".format(len(se... | def post(self):
"""Deal with incoming requests."""
body = tornado.escape.json_decode(self.request.body)
try:
self._bo.register(
params=body["params"],
target=body["target"],
)
print("BO has registered: {} points.".format(len(se... | [
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train | BayesianOptimization.register | Expect observation with known target | bayes_opt/bayesian_optimization.py | def register(self, params, target):
"""Expect observation with known target"""
self._space.register(params, target)
self.dispatch(Events.OPTMIZATION_STEP) | def register(self, params, target):
"""Expect observation with known target"""
self._space.register(params, target)
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train | BayesianOptimization.probe | Probe target of x | bayes_opt/bayesian_optimization.py | def probe(self, params, lazy=True):
"""Probe target of x"""
if lazy:
self._queue.add(params)
else:
self._space.probe(params)
self.dispatch(Events.OPTMIZATION_STEP) | def probe(self, params, lazy=True):
"""Probe target of x"""
if lazy:
self._queue.add(params)
else:
self._space.probe(params)
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train | BayesianOptimization.suggest | Most promissing point to probe next | bayes_opt/bayesian_optimization.py | def suggest(self, utility_function):
"""Most promissing point to probe next"""
if len(self._space) == 0:
return self._space.array_to_params(self._space.random_sample())
# Sklearn's GP throws a large number of warnings at times, but
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if len(self._space) == 0:
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train | BayesianOptimization._prime_queue | Make sure there's something in the queue at the very beginning. | bayes_opt/bayesian_optimization.py | def _prime_queue(self, init_points):
"""Make sure there's something in the queue at the very beginning."""
if self._queue.empty and self._space.empty:
init_points = max(init_points, 1)
for _ in range(init_points):
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"""Make sure there's something in the queue at the very beginning."""
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init_points = max(init_points, 1)
for _ in range(init_points):
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train | BayesianOptimization.maximize | Mazimize your function | bayes_opt/bayesian_optimization.py | def maximize(self,
init_points=5,
n_iter=25,
acq='ucb',
kappa=2.576,
xi=0.0,
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"""Mazimize your function"""
self._prime_subscriptions()
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kappa=2.576,
xi=0.0,
**gp_params):
"""Mazimize your function"""
self._prime_subscriptions()
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train | TargetSpace.register | Append a point and its target value to the known data.
Parameters
----------
x : ndarray
a single point, with len(x) == self.dim
y : float
target function value
Raises
------
KeyError:
if the point is not unique
Note... | bayes_opt/target_space.py | def register(self, params, target):
"""
Append a point and its target value to the known data.
Parameters
----------
x : ndarray
a single point, with len(x) == self.dim
y : float
target function value
Raises
------
KeyErr... | def register(self, params, target):
"""
Append a point and its target value to the known data.
Parameters
----------
x : ndarray
a single point, with len(x) == self.dim
y : float
target function value
Raises
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Notes
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If x has been previously seen returns a cached value of y.
Parameters
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x : ndarray
a single point, with len(x) == self.dim
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Evaulates a single point x, to obtain the value y and then records them
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Notes
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If x has been previously seen returns a cached value of y.
Parameters
----------
x : ndarray
a single po... | def probe(self, params):
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train | TargetSpace.random_sample | Creates random points within the bounds of the space.
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[num x dim] array points with dimensions corresponding to `self._keys`
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>>> target_func = lambda p1, p2: p1 + p2
>>> pbounds = {'p1': (0, 1), 'p2': ... | bayes_opt/target_space.py | def random_sample(self):
"""
Creates random points within the bounds of the space.
Returns
----------
data: ndarray
[num x dim] array points with dimensions corresponding to `self._keys`
Example
-------
>>> target_func = lambda p1, p2: p1 + p... | def random_sample(self):
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----------
data: ndarray
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train | TargetSpace.max | Get maximum target value found and corresponding parametes. | bayes_opt/target_space.py | def max(self):
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try:
res = {
'target': self.target.max(),
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train | TargetSpace.res | Get all target values found and corresponding parametes. | bayes_opt/target_space.py | def res(self):
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params = [dict(zip(self.keys, p)) for p in self.params]
return [
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train | TargetSpace.set_bounds | A method that allows changing the lower and upper searching bounds
Parameters
----------
new_bounds : dict
A dictionary with the parameter name and its new bounds | bayes_opt/target_space.py | def set_bounds(self, new_bounds):
"""
A method that allows changing the lower and upper searching bounds
Parameters
----------
new_bounds : dict
A dictionary with the parameter name and its new bounds
"""
for row, key in enumerate(self.keys):
... | def set_bounds(self, new_bounds):
"""
A method that allows changing the lower and upper searching bounds
Parameters
----------
new_bounds : dict
A dictionary with the parameter name and its new bounds
"""
for row, key in enumerate(self.keys):
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train | get_data | Synthetic binary classification dataset. | examples/sklearn_example.py | def get_data():
"""Synthetic binary classification dataset."""
data, targets = make_classification(
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n_features=45,
n_informative=12,
n_redundant=7,
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"""Synthetic binary classification dataset."""
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n_informative=12,
n_redundant=7,
random_state=134985745,
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train | svc_cv | SVC cross validation.
This function will instantiate a SVC classifier with parameters C and
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cross validation. The result of cross validation is returned.
Our goal is to find combinations of C and gamma that maximizes the roc_au... | examples/sklearn_example.py | def svc_cv(C, gamma, data, targets):
"""SVC cross validation.
This function will instantiate a SVC classifier with parameters C and
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Our goal is to find combinati... | def svc_cv(C, gamma, data, targets):
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train | rfc_cv | Random Forest cross validation.
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targets this will in turn be used to perform cross validation. The result
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"""Random Forest cross validation.
This function will instantiate a random forest classifier with parameters
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train | optimize_svc | Apply Bayesian Optimization to SVC parameters. | examples/sklearn_example.py | def optimize_svc(data, targets):
"""Apply Bayesian Optimization to SVC parameters."""
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train | optimize_rfc | Apply Bayesian Optimization to Random Forest parameters. | examples/sklearn_example.py | def optimize_rfc(data, targets):
"""Apply Bayesian Optimization to Random Forest parameters."""
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train | acq_max | A function to find the maximum of the acquisition function
It uses a combination of random sampling (cheap) and the 'L-BFGS-B'
optimization method. First by sampling `n_warmup` (1e5) points at random,
and then running L-BFGS-B from `n_iter` (250) random starting points.
Parameters
----------
:... | bayes_opt/util.py | def acq_max(ac, gp, y_max, bounds, random_state, n_warmup=100000, n_iter=250):
"""
A function to find the maximum of the acquisition function
It uses a combination of random sampling (cheap) and the 'L-BFGS-B'
optimization method. First by sampling `n_warmup` (1e5) points at random,
and then runnin... | def acq_max(ac, gp, y_max, bounds, random_state, n_warmup=100000, n_iter=250):
"""
A function to find the maximum of the acquisition function
It uses a combination of random sampling (cheap) and the 'L-BFGS-B'
optimization method. First by sampling `n_warmup` (1e5) points at random,
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train | load_logs | Load previous ... | bayes_opt/util.py | def load_logs(optimizer, logs):
"""Load previous ...
"""
import json
if isinstance(logs, str):
logs = [logs]
for log in logs:
with open(log, "r") as j:
while True:
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for log in logs:
with open(log, "r") as j:
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train | ensure_rng | Creates a random number generator based on an optional seed. This can be
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unseeded rng. | bayes_opt/util.py | def ensure_rng(random_state=None):
"""
Creates a random number generator based on an optional seed. This can be
an integer or another random state for a seeded rng, or None for an
unseeded rng.
"""
if random_state is None:
random_state = np.random.RandomState()
elif isinstance(rando... | def ensure_rng(random_state=None):
"""
Creates a random number generator based on an optional seed. This can be
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"""
if random_state is None:
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train | expand_abbreviations | Expand abbreviations in a template name.
:param template: The project template name.
:param abbreviations: Abbreviation definitions. | cookiecutter/repository.py | def expand_abbreviations(template, abbreviations):
"""Expand abbreviations in a template name.
:param template: The project template name.
:param abbreviations: Abbreviation definitions.
"""
if template in abbreviations:
return abbreviations[template]
# Split on colon. If there is no c... | def expand_abbreviations(template, abbreviations):
"""Expand abbreviations in a template name.
:param template: The project template name.
:param abbreviations: Abbreviation definitions.
"""
if template in abbreviations:
return abbreviations[template]
# Split on colon. If there is no c... | [
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] | audreyr/cookiecutter | python | https://github.com/audreyr/cookiecutter/blob/3bc7b987e4ae9dcee996ae0b00375c1325b8d866/cookiecutter/repository.py#L32-L47 | [
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"# and prefix will be the whole template"... | 3bc7b987e4ae9dcee996ae0b00375c1325b8d866 |
train | repository_has_cookiecutter_json | Determine if `repo_directory` contains a `cookiecutter.json` file.
:param repo_directory: The candidate repository directory.
:return: True if the `repo_directory` is valid, else False. | cookiecutter/repository.py | def repository_has_cookiecutter_json(repo_directory):
"""Determine if `repo_directory` contains a `cookiecutter.json` file.
:param repo_directory: The candidate repository directory.
:return: True if the `repo_directory` is valid, else False.
"""
repo_directory_exists = os.path.isdir(repo_directory... | def repository_has_cookiecutter_json(repo_directory):
"""Determine if `repo_directory` contains a `cookiecutter.json` file.
:param repo_directory: The candidate repository directory.
:return: True if the `repo_directory` is valid, else False.
"""
repo_directory_exists = os.path.isdir(repo_directory... | [
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] | audreyr/cookiecutter | python | https://github.com/audreyr/cookiecutter/blob/3bc7b987e4ae9dcee996ae0b00375c1325b8d866/cookiecutter/repository.py#L50-L61 | [
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train | determine_repo_dir | Locate the repository directory from a template reference.
Applies repository abbreviations to the template reference.
If the template refers to a repository URL, clone it.
If the template is a path to a local repository, use it.
:param template: A directory containing a project template directory,
... | cookiecutter/repository.py | def determine_repo_dir(template, abbreviations, clone_to_dir, checkout,
no_input, password=None):
"""
Locate the repository directory from a template reference.
Applies repository abbreviations to the template reference.
If the template refers to a repository URL, clone it.
I... | def determine_repo_dir(template, abbreviations, clone_to_dir, checkout,
no_input, password=None):
"""
Locate the repository directory from a template reference.
Applies repository abbreviations to the template reference.
If the template refers to a repository URL, clone it.
I... | [
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train | find_template | Determine which child directory of `repo_dir` is the project template.
:param repo_dir: Local directory of newly cloned repo.
:returns project_template: Relative path to project template. | cookiecutter/find.py | def find_template(repo_dir):
"""Determine which child directory of `repo_dir` is the project template.
:param repo_dir: Local directory of newly cloned repo.
:returns project_template: Relative path to project template.
"""
logger.debug('Searching {} for the project template.'.format(repo_dir))
... | def find_template(repo_dir):
"""Determine which child directory of `repo_dir` is the project template.
:param repo_dir: Local directory of newly cloned repo.
:returns project_template: Relative path to project template.
"""
logger.debug('Searching {} for the project template.'.format(repo_dir))
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"... | 3bc7b987e4ae9dcee996ae0b00375c1325b8d866 |
train | is_copy_only_path | Check whether the given `path` should only be copied and not rendered.
Returns True if `path` matches a pattern in the given `context` dict,
otherwise False.
:param path: A file-system path referring to a file or dir that
should be rendered or just copied.
:param context: cookiecutter context. | cookiecutter/generate.py | def is_copy_only_path(path, context):
"""Check whether the given `path` should only be copied and not rendered.
Returns True if `path` matches a pattern in the given `context` dict,
otherwise False.
:param path: A file-system path referring to a file or dir that
should be rendered or just copi... | def is_copy_only_path(path, context):
"""Check whether the given `path` should only be copied and not rendered.
Returns True if `path` matches a pattern in the given `context` dict,
otherwise False.
:param path: A file-system path referring to a file or dir that
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... | 3bc7b987e4ae9dcee996ae0b00375c1325b8d866 |
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