---
sidebarDepth: 2
editLink: false
---
# Client
---
 ## Client
 <div class='class-sig' id='prefect-client-client-client'><p class="prefect-sig">class </p><p class="prefect-class">prefect.client.client.Client</p>(api_server=None, api_token=None)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L60">[source]</a></span></div>

Client for communication with Prefect Cloud

If the arguments aren't specified the client initialization first checks the prefect configuration and if the server is not set there it checks the current context. The token will only be present in the current context.

**Args**:     <ul class="args"><li class="args">`api_server (str, optional)`: the URL to send all GraphQL requests         to; if not provided, will be pulled from `cloud.graphql` config var     </li><li class="args">`api_token (str, optional)`: a Prefect Cloud API token, taken from         `config.cloud.auth_token` if not provided. If this token is USER-scoped, it may         be used to log in to any tenant that the user is a member of. In that case,         ephemeral JWTs will be loaded as necessary. Otherwise, the API token itself         will be used as authorization.</li></ul>

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|:----|
 | <div class='method-sig' id='prefect-client-client-client-create-flow-run'><p class="prefect-class">prefect.client.client.Client.create_flow_run</p>(flow_id, context=None, parameters=None, scheduled_start_time=None, idempotency_key=None, run_name=None)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L667">[source]</a></span></div>
<p class="methods">Create a new flow run for the given flow id.  If `start_time` is not provided, the flow run will be scheduled to start immediately.<br><br>**Args**:     <ul class="args"><li class="args">`flow_id (str)`: the id of the Flow you wish to schedule     </li><li class="args">`context (dict, optional)`: the run context     </li><li class="args">`parameters (dict, optional)`: a dictionary of parameter values to pass to the flow run     </li><li class="args">`scheduled_start_time (datetime, optional)`: the time to schedule the execution for; if not provided, defaults to now     </li><li class="args">`idempotency_key (str, optional)`: an idempotency key; if provided, this run will be cached for 24         hours. Any subsequent attempts to create a run with the same idempotency key         will return the ID of the originally created run (no new run will be created after the first).         An error will be raised if parameters or context are provided and don't match the original.         Each subsequent request will reset the TTL for 24 hours.     </li><li class="args">`run_name (str, optional)`: The name assigned to this flow run</li></ul>**Returns**:     <ul class="args"><li class="args">`str`: the ID of the newly-created flow run</li></ul>**Raises**:     <ul class="args"><li class="args">`ClientError`: if the GraphQL query is bad for any reason</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-create-project'><p class="prefect-class">prefect.client.client.Client.create_project</p>(project_name, project_description=None)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L638">[source]</a></span></div>
<p class="methods">Create a new Project<br><br>**Args**:     <ul class="args"><li class="args">`project_name (str)`: the project that should contain this flow     </li><li class="args">`project_description (str, optional)`: the project description</li></ul>**Returns**:     <ul class="args"><li class="args">`str`: the ID of the newly-created project</li></ul>**Raises**:     <ul class="args"><li class="args">`ClientError`: if the project creation failed</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-delete-task-tag-limit'><p class="prefect-class">prefect.client.client.Client.delete_task_tag_limit</p>(limit_id)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L1082">[source]</a></span></div>
<p class="methods">Deletes a given task tag concurrency limit; requires tenant admin permissions.<br><br>**Args**:     <ul class="args"><li class="args">`limit_id (str)`: the ID of the tag to delete</li></ul>**Raises**:     <ul class="args"><li class="args">`ClientError`: if the GraphQL mutation is bad for any reason     </li><li class="args">`ValueError`: if the tag deletion was unsuccessful, or if a bad tag ID was provided</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-deploy'><p class="prefect-class">prefect.client.client.Client.deploy</p>(flow, project_name, build=True, set_schedule_active=True, version_group_id=None, compressed=True)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L490">[source]</a></span></div>
<p class="methods">*Note*: This function will be deprecated soon and should be replaced with `client.register`<br><br>Push a new flow to Prefect Cloud<br><br>**Args**:     <ul class="args"><li class="args">`flow (Flow)`: a flow to register     </li><li class="args">`project_name (str)`: the project that should contain this flow.     </li><li class="args">`build (bool, optional)`: if `True`, the flow's environment is built         prior to serialization; defaults to `True`     </li><li class="args">`set_schedule_active (bool, optional)`: if `False`, will set the         schedule to inactive in the database to prevent auto-scheduling runs (if the Flow has a schedule).         Defaults to `True`. This can be changed later.     </li><li class="args">`version_group_id (str, optional)`: the UUID version group ID to use for versioning this Flow         in Cloud; if not provided, the version group ID associated with this Flow's project and name         will be used.     </li><li class="args">`compressed (bool, optional)`: if `True`, the serialized flow will be; defaults to `True`         compressed</li></ul>**Returns**:     <ul class="args"><li class="args">`str`: the ID of the newly-registered flow</li></ul>**Raises**:     <ul class="args"><li class="args">`ClientError`: if the register failed</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-get'><p class="prefect-class">prefect.client.client.Client.get</p>(path, server=None, headers=None, params=None, token=None)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L110">[source]</a></span></div>
<p class="methods">Convenience function for calling the Prefect API with token auth and GET request<br><br>**Args**:     <ul class="args"><li class="args">`path (str)`: the path of the API url. For example, to GET         http://prefect-server/v1/auth/login, path would be 'auth/login'.     </li><li class="args">`server (str, optional)`: the server to send the GET request to;         defaults to `self.api_server`     </li><li class="args">`headers (dict, optional)`: Headers to pass with the request     </li><li class="args">`params (dict)`: GET parameters     </li><li class="args">`token (str)`: an auth token. If not supplied, the `client.access_token` is used.</li></ul>**Returns**:     <ul class="args"><li class="args">`dict`: Dictionary representation of the request made</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-get-auth-token'><p class="prefect-class">prefect.client.client.Client.get_auth_token</p>()<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L334">[source]</a></span></div>
<p class="methods">Returns an auth token:     - if no explicit access token is stored, returns the api token     - if there is an access token:         - if there's a refresh token and the access token expires in the next 30 seconds,           then we refresh the access token and store the result         - return the access token<br><br>**Returns**:     <ul class="args"><li class="args">`str`: the access token</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-get-available-tenants'><p class="prefect-class">prefect.client.client.Client.get_available_tenants</p>()<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L355">[source]</a></span></div>
<p class="methods">Returns a list of available tenants.<br><br>NOTE: this should only be called by users who have provided a USER-scoped API token.<br><br>**Returns**:     <ul class="args"><li class="args">`List[Dict]`: a list of dictionaries containing the id, slug, and name of     available tenants</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-get-flow-run-info'><p class="prefect-class">prefect.client.client.Client.get_flow_run_info</p>(flow_run_id)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L718">[source]</a></span></div>
<p class="methods">Retrieves version and current state information for the given flow run.<br><br>**Args**:     <ul class="args"><li class="args">`flow_run_id (str)`: the id of the flow run to get information for</li></ul>**Returns**:     <ul class="args"><li class="args">`GraphQLResult`: an object representing information about the flow run</li></ul>**Raises**:     <ul class="args"><li class="args">`ClientError`: if the GraphQL mutation is bad for any reason</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-get-latest-cached-states'><p class="prefect-class">prefect.client.client.Client.get_latest_cached_states</p>(task_id, cache_key, created_after)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L860">[source]</a></span></div>
<p class="methods">Pulls all Cached states for the given task that were created after the provided date.<br><br>**Args**:     <ul class="args"><li class="args">`task_id (str)`: the task id for this task run     </li><li class="args">`cache_key (Optional[str])`: the cache key for this Task's cache; if `None`, the task id alone will be used     </li><li class="args">`created_after (datetime.datetime)`: the earliest date the state should have been created at</li></ul>**Returns**:     <ul class="args"><li class="args">`List[State]`: a list of Cached states created after the given date</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-get-task-run-info'><p class="prefect-class">prefect.client.client.Client.get_task_run_info</p>(flow_run_id, task_id, map_index=None)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L893">[source]</a></span></div>
<p class="methods">Retrieves version and current state information for the given task run.<br><br>**Args**:     <ul class="args"><li class="args">`flow_run_id (str)`: the id of the flow run that this task run lives in     </li><li class="args">`task_id (str)`: the task id for this task run     </li><li class="args">`map_index (int, optional)`: the mapping index for this task run; if         `None`, it is assumed this task is _not_ mapped</li></ul>**Returns**:     <ul class="args"><li class="args">`NamedTuple`: a tuple containing `id, task_id, version, state`</li></ul>**Raises**:     <ul class="args"><li class="args">`ClientError`: if the GraphQL mutation is bad for any reason</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-get-task-tag-limit'><p class="prefect-class">prefect.client.client.Client.get_task_tag_limit</p>(tag)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L1030">[source]</a></span></div>
<p class="methods">Retrieve the current task tag concurrency limit for a given tag.<br><br>**Args**:     <ul class="args"><li class="args">`tag (str)`: the tag to update</li></ul>**Raises**:     <ul class="args"><li class="args">`ClientError`: if the GraphQL query fails</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-graphql'><p class="prefect-class">prefect.client.client.Client.graphql</p>(query, raise_on_error=True, headers=None, variables=None, token=None)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L182">[source]</a></span></div>
<p class="methods">Convenience function for running queries against the Prefect GraphQL API<br><br>**Args**:     <ul class="args"><li class="args">`query (Any)`: A representation of a graphql query to be executed. It will be         parsed by prefect.utilities.graphql.parse_graphql().     </li><li class="args">`raise_on_error (bool)`: if True, a `ClientError` will be raised if the GraphQL         returns any `errors`.     </li><li class="args">`headers (dict)`: any additional headers that should be passed as part of the         request     </li><li class="args">`variables (dict)`: Variables to be filled into a query with the key being         equivalent to the variables that are accepted by the query     </li><li class="args">`token (str)`: an auth token. If not supplied, the `client.access_token` is used.</li></ul>**Returns**:     <ul class="args"><li class="args">`dict`: Data returned from the GraphQL query</li></ul>**Raises**:     <ul class="args"><li class="args">ClientError if there are errors raised by the GraphQL mutation</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-login-to-tenant'><p class="prefect-class">prefect.client.client.Client.login_to_tenant</p>(tenant_slug=None, tenant_id=None)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L372">[source]</a></span></div>
<p class="methods">Log in to a specific tenant<br><br>NOTE: this should only be called by users who have provided a USER-scoped API token.<br><br>**Args**:     <ul class="args"><li class="args">`tenant_slug (str)`: the tenant's slug     </li><li class="args">`tenant_id (str)`: the tenant's id</li></ul>**Returns**:     <ul class="args"><li class="args">`bool`: True if the login was successful</li></ul>**Raises**:     <ul class="args"><li class="args">`ValueError`: if at least one of `tenant_slug` or `tenant_id` isn't provided     </li><li class="args">`ValueError`: if the `tenant_id` is not a valid UUID     </li><li class="args">`ValueError`: if no matching tenants are found</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-logout-from-tenant'><p class="prefect-class">prefect.client.client.Client.logout_from_tenant</p>()<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L445">[source]</a></span></div>
<p class="methods"></p>|
 | <div class='method-sig' id='prefect-client-client-client-post'><p class="prefect-class">prefect.client.client.Client.post</p>(path, server=None, headers=None, params=None, token=None)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L146">[source]</a></span></div>
<p class="methods">Convenience function for calling the Prefect API with token auth and POST request<br><br>**Args**:     <ul class="args"><li class="args">`path (str)`: the path of the API url. For example, to POST         http://prefect-server/v1/auth/login, path would be 'auth/login'.     </li><li class="args">`server (str, optional)`: the server to send the POST request to;         defaults to `self.api_server`     </li><li class="args">`headers(dict)`: headers to pass with the request     </li><li class="args">`params (dict)`: POST parameters     </li><li class="args">`token (str)`: an auth token. If not supplied, the `client.access_token` is used.</li></ul>**Returns**:     <ul class="args"><li class="args">`dict`: Dictionary representation of the request made</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-register'><p class="prefect-class">prefect.client.client.Client.register</p>(flow, project_name, build=True, set_schedule_active=True, version_group_id=None, compressed=True)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L538">[source]</a></span></div>
<p class="methods">Push a new flow to Prefect Cloud<br><br>**Args**:     <ul class="args"><li class="args">`flow (Flow)`: a flow to register     </li><li class="args">`project_name (str)`: the project that should contain this flow.     </li><li class="args">`build (bool, optional)`: if `True`, the flow's environment is built         prior to serialization; defaults to `True`     </li><li class="args">`set_schedule_active (bool, optional)`: if `False`, will set the         schedule to inactive in the database to prevent auto-scheduling runs (if the Flow has a schedule).         Defaults to `True`. This can be changed later.     </li><li class="args">`version_group_id (str, optional)`: the UUID version group ID to use for versioning this Flow         in Cloud; if not provided, the version group ID associated with this Flow's project and name         will be used.     </li><li class="args">`compressed (bool, optional)`: if `True`, the serialized flow will be; defaults to `True`         compressed</li></ul>**Returns**:     <ul class="args"><li class="args">`str`: the ID of the newly-registered flow</li></ul>**Raises**:     <ul class="args"><li class="args">`ClientError`: if the register failed</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-save-api-token'><p class="prefect-class">prefect.client.client.Client.save_api_token</p>()<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L326">[source]</a></span></div>
<p class="methods">Saves the API token in local storage.</p>|
 | <div class='method-sig' id='prefect-client-client-client-set-flow-run-state'><p class="prefect-class">prefect.client.client.Client.set_flow_run_state</p>(flow_run_id, version, state)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L823">[source]</a></span></div>
<p class="methods">Sets new state for a flow run in the database.<br><br>**Args**:     <ul class="args"><li class="args">`flow_run_id (str)`: the id of the flow run to set state for     </li><li class="args">`version (int)`: the current version of the flow run state     </li><li class="args">`state (State)`: the new state for this flow run</li></ul>**Raises**:     <ul class="args"><li class="args">`ClientError`: if the GraphQL mutation is bad for any reason</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-set-secret'><p class="prefect-class">prefect.client.client.Client.set_secret</p>(name, value)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L1004">[source]</a></span></div>
<p class="methods">Set a secret with the given name and value.<br><br>**Args**:     <ul class="args"><li class="args">`name (str)`: the name of the secret; used for retrieving the secret         during task runs     </li><li class="args">`value (Any)`: the value of the secret</li></ul>**Raises**:     <ul class="args"><li class="args">`ClientError`: if the GraphQL mutation is bad for any reason     </li><li class="args">`ValueError`: if the secret-setting was unsuccessful</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-set-task-run-state'><p class="prefect-class">prefect.client.client.Client.set_task_run_state</p>(task_run_id, version, state, cache_for=None)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L945">[source]</a></span></div>
<p class="methods">Sets new state for a task run.<br><br>**Args**:     <ul class="args"><li class="args">`task_run_id (str)`: the id of the task run to set state for     </li><li class="args">`version (int)`: the current version of the task run state     </li><li class="args">`state (State)`: the new state for this task run     </li><li class="args">`cache_for (timedelta, optional)`: how long to store the result of this task for, using the         serializer set in config; if not provided, no caching occurs</li></ul>**Raises**:     <ul class="args"><li class="args">`ClientError`: if the GraphQL mutation is bad for any reason</li></ul>**Returns**:     <ul class="args"><li class="args">`State`: the state the current task run should be considered in</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-update-flow-run-heartbeat'><p class="prefect-class">prefect.client.client.Client.update_flow_run_heartbeat</p>(flow_run_id)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L785">[source]</a></span></div>
<p class="methods">Convenience method for heartbeating a flow run.<br><br>Does NOT raise an error if the update fails.<br><br>**Args**:     <ul class="args"><li class="args">`flow_run_id (str)`: the flow run ID to heartbeat</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-update-task-run-heartbeat'><p class="prefect-class">prefect.client.client.Client.update_task_run_heartbeat</p>(task_run_id)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L804">[source]</a></span></div>
<p class="methods">Convenience method for heartbeating a task run.<br><br>Does NOT raise an error if the update fails.<br><br>**Args**:     <ul class="args"><li class="args">`task_run_id (str)`: the task run ID to heartbeat</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-update-task-tag-limit'><p class="prefect-class">prefect.client.client.Client.update_task_tag_limit</p>(tag, limit)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L1054">[source]</a></span></div>
<p class="methods">Update the task tag concurrency limit for a given tag; requires tenant admin permissions.<br><br>**Args**:     <ul class="args"><li class="args">`tag (str)`: the tag to update     </li><li class="args">`limit (int)`: the concurrency limit to enforce on the tag; should be a value >= 0</li></ul>**Raises**:     <ul class="args"><li class="args">`ClientError`: if the GraphQL mutation is bad for any reason     </li><li class="args">`ValueError`: if the tag limit-setting was unsuccessful, or if a bad limit was provided</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-write-run-log'><p class="prefect-class">prefect.client.client.Client.write_run_log</p>(flow_run_id, task_run_id=None, timestamp=None, name=None, message=None, level=None, info=None)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L1106">[source]</a></span></div>
<p class="methods">Uploads a log to Cloud.<br><br>**Args**:     <ul class="args"><li class="args">`flow_run_id (str)`: the flow run id     </li><li class="args">`task_run_id (str, optional)`: the task run id     </li><li class="args">`timestamp (datetime, optional)`: the timestamp; defaults to now     </li><li class="args">`name (str, optional)`: the name of the logger     </li><li class="args">`message (str, optional)`: the log message     </li><li class="args">`level (str, optional)`: the log level as a string. Defaults to INFO, should be one of         DEBUG, INFO, WARNING, ERROR, or CRITICAL.     </li><li class="args">`info (Any, optional)`: a JSON payload of additional information</li></ul>**Raises**:     <ul class="args"><li class="args">`ValueError`: if writing the log fails</li></ul></p>|
 | <div class='method-sig' id='prefect-client-client-client-write-run-logs'><p class="prefect-class">prefect.client.client.Client.write_run_logs</p>(logs)<span class="source"><a href="https://github.com/PrefectHQ/prefect/blob/master/src/prefect/client/client.py#L1163">[source]</a></span></div>
<p class="methods">Uploads a collection of logs to Cloud.<br><br>**Args**:     <ul class="args"><li class="args">`logs (List[Dict])`: a list of log entries to add</li></ul>**Raises**:     <ul class="args"><li class="args">`ValueError`: if uploading the logs fail</li></ul></p>|

---
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<p class="auto-gen">This documentation was auto-generated from commit <a href='https://github.com/PrefectHQ/prefect/commit/n/a'>n/a</a> </br>on December 17, 2019 at 21:20 UTC</p>