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[[migration]]
== Migrating to 8.0
The client has major changes that require changes to how you use the client.
Below outlines all the changes you'll have to take into account when upgrading
from 7.x to 8.0.
* <<migration-compat-mode>>
* <<migration-upgrade-client>>
* <<migration-remove-deprecations>>
* <<migration-strict-client-config>>
* <<migration-keyword-only-args>>
* <<migration-options>>
* <<migration-response-types>>
* <<migration-error-types>>
[discrete]
[[migration-compat-mode]]
=== Enable compatibility mode and upgrade Elasticsearch
Upgrade your Elasticsearch client to 7.16:
[source,bash]
------------------------------------
$ python -m pip install --upgrade 'elasticsearch>=7.16,<8'
------------------------------------
If you have an existing application enable the compatibility mode
by setting `ELASTIC_CLIENT_APIVERSIONING=1` environment variable.
This will instruct the Elasticsearch server to accept and respond
with 7.x-compatibile requests and responses.
After you've done this you can https://www.elastic.co/guide/en/elasticsearch/reference/current/setup-upgrade.html[upgrade the Elasticsearch server to 8.0.0].
[discrete]
[[migration-upgrade-client]]
=== Upgrading the client
After you've deployed your application with the 7.16 client and
using an 8.0.0 Elasticsearch server you can upgrade your client to
be 8.0.
[source,bash]
------------------------------------
$ python -m pip install --upgrade 'elasticsearch>=8,<9'
------------------------------------
[discrete]
[[migration-remove-deprecations]]
=== Removing deprecation warnings
You'll likely notice after upgrading the client to 8.0 your code is
either raising errors or `DeprecationWarning` to signal where you need
to change your code before using the 8.0 client.
[discrete]
[[migration-strict-client-config]]
==== Strict client configuration
Previously the client would use `scheme="http"`, `host="localhost"`, and `port=9200` defaults
when specifying which node(s) to connect to. Starting in 8.0 these defaults have been removed
and instead require explicit configuration of scheme, host, and port or to be configured
using `cloud_id` to avoid confusion about which Elasticsearch instance is being connected to.
This choice was made because starting 8.0.0 Elasticsearch enables HTTPS is by default, so it's no
longer a good assumption that `http://localhost:9200` is the locally running cluster.
See documentation on <<connecting, connecting to Elasticsearch>> and <<tls-and-ssl, configuring HTTPS>>.
For quick examples, using a configuration like one of the two below works best:
[source,python]
------------------------------------
from elasticsearch import Elasticsearch
# If you're connecting to an instance on Elastic Cloud:
client = Elasticsearch(
cloud_id="cluster-1:dXMa5Fx...",
# Include your authentication like 'api_key'
# 'basic_auth', or 'bearer_auth' here.
basic_auth=("elastic", "<password>")
)
# If you're connecting to an instance hosted elsewhere:
client = Elasticsearch(
# Notice that the scheme (https://) host (localhost),
# and port (9200) are explicit here:
"http://localhost:9200",
# Include your authentication like 'api_key'
# 'basic_auth', or 'bearer_auth' here:
api_key="api_key"
)
------------------------------------
[discrete]
[[migration-keyword-only-args]]
==== Keyword-only arguments for APIs
APIs used to support both positional and keyword arguments, however
using **keyword-only arguments was always recommended** in the documentation.
Starting in 7.14 using positional arguments would raise a `DeprecationWarning` but would still work.
Now starting in 8.0 keyword-only arguments are now required for APIs for better forwards-compatibility
with new API options. When attempting to use positional arguments a `TypeError` will be raised.
[source,python]
------------------------------------
# 8.0+ SUPPORTED USAGE:
client.indices.get(index="*")
# 7.x UNSUPPORTED USAGE (Don't do this!):
client.indices.get("*")
------------------------------------
[discrete]
[[migration-options]]
==== Start using .options() for transport parameters
Previously some per-request options like `api_key` and `ignore` were allowed within
client API methods. Starting in 8.0 this is deprecated for all APIs and for a small
number of APIs may break in unexpected ways if not changed.
The parameters `headers`, `api_key`, `http_auth`, `opaque_id`, `request_timeout`, and `ignore`
are effected:
[source,python]
------------------------------------
from elasticsearch import Elasticsearch
client = Elasticsearch("http://localhost:9200")
# 8.0+ SUPPORTED USAGE:
client.options(api_key="api_key").search(index="blogs")
# 7.x DEPRECATED USAGE (Don't do this!):
client.search(index="blogs", api_key=("id", "api_key"))
------------------------------------
Some of these parameters have been renamed to be more readable and to fit other APIs.
`ignore` should be `ignore_status` and `http_auth` should be `basic_auth`:
[source,python]
------------------------------------
# 8.0+ SUPPORTED USAGES:
client.options(basic_auth=("username", "password")).search(...)
client.options(ignore_status=404).indices.delete(index=...)
# 7.x DEPRECATED USAGES (Don't do this!):
client.search(http_auth=("username", "password"), ...)
client.indices.delete(index=..., ignore=404)
------------------------------------
APIs where this change is breaking and doesn't have a deprecation period due to conflicts
between the client API and Elasticsearch's API:
- `sql.query` using `request_timeout`
- `security.grant_api_key` using `api_key`
- `render_search_template` using `params`
- `search_template` using `params`
You should immediately evaluate the usage of these parameters and start using `.options(...)`
to avoid unexpected behavior. Below is an example of migrating away from using per-request `api_key`
with the `security.grant_api_key` API:
[source,python]
------------------------------------
# 8.0+ SUPPORTED USAGE:
resp = (
client.options(
# This is the API key being used for the request
api_key="request-api-key"
).security.grant_api_key(
# This is the API key being granted
api_key={
"name": "granted-api-key"
},
grant_type="password",
username="elastic",
password="changeme"
)
)
# 7.x DEPRECATED USAGE (Don't do this!):
resp = (
# This is the API key being used for the request
client.security.grant_api_key(
api_key=("request-id", "request-api-key"),
body={
# This is the API key being granted
"api_key": {
"name": "granted-api-key"
},
"grant_type": "password",
"username": "elastic",
"password": "changeme"
}
)
)
------------------------------------
Starting with the 8.12 client, using a body parameter is fully supported again, meaning you can also use `grant_api_key` like this:
[source,python]
------------------------------------
# 8.12+ SUPPORTED USAGE:
resp = (
client.options(
# This is the API key being used for the request
api_key="request-api-key"
).security.grant_api_key(
body={
# This is the API key being granted
"api_key": {
"name": "granted-api-key"
},
"grant_type": "password",
"username": "elastic",
"password": "changeme"
}
)
)
------------------------------------
[discrete]
[[migration-response-types]]
==== Changes to API responses
In 7.x and earlier the return type for API methods were the raw deserialized response body.
This meant that there was no way to access HTTP status codes, headers, or other information
from the transport layer.
In 8.0.0 responses are no longer the raw deserialized response body and instead an object
with two properties, `meta` and `body`. Transport layer metadata about the response
like HTTP status, headers, version, and which node serviced the request are available here:
[source,python]
------------------------------------
>>> resp = client.search(...)
# Response is not longer a 'dict'
>>> resp
ObjectApiResponse({'took': 1, 'timed_out': False, ...})
# But can still be used like one:
>>> resp["hits"]["total"]
{'value': 5500, 'relation': 'eq'}
>>> resp.keys()
dict_keys(['took', 'timed_out', '_shards', 'hits'])
# HTTP status
>>> resp.meta.status
200
# HTTP headers
>>> resp.meta.headers['content-type']
'application/json'
# HTTP version
>>> resp.meta.http_version
'1.1'
------------------------------------
Because the response is no longer a dictionary, list, `str`, or `bytes` instance
calling `isintance()` on the response object will return `False`. If you need
direct access to the underlying deserialized response body you can use the `body`
property:
[source,python]
------------------------------------
>>> resp.body
{'took': 1, 'timed_out': False, ...}
# The response isn't a dict, but resp.body is.
>>> isinstance(resp, dict)
False
>>> isinstance(resp.body, dict)
True
------------------------------------
Requests that used the `HEAD` HTTP method can still be used within `if` conditions but won't work with `is`.
[source,python]
------------------------------------
>>> resp = client.indices.exists(index=...)
>>> resp.body
True
>>> resp is True
False
>>> resp.body is True
True
>>> isinstance(resp, bool)
False
>>> isinstance(resp.body, bool)
True
------------------------------------
[discrete]
[[migration-error-types]]
==== Changes to error classes
Previously `elasticsearch.TransportError` was the base class for both transport layer errors (like timeouts, connection errors) and API layer errors (like "404 Not Found" when accessing an index). This was pretty confusing when you wanted to capture API errors to inspect them for a response body and not capture errors from the transport layer.
Now in 8.0 `elasticsearch.TransportError` is a redefinition of `elastic_transport.TransportError` and will only be the base class for true transport layer errors. If you instead want to capture API layer errors you can use the new `elasticsearch.ApiError` base class.
[source,python]
------------------------------------
from elasticsearch import TransportError, Elasticsearch
try:
client.indices.get(index="index-that-does-not-exist")
# In elasticsearch-py v7.x this would capture the resulting
# 'NotFoundError' that would be raised above. But in 8.0.0 this
# 'except TransportError' won't capture 'NotFoundError'.
except TransportError as err:
print(f"TransportError: {err}")
------------------------------------
The `elasticsearch.ElasticsearchException` base class has been removed as well. If you'd like to capture all errors that can be raised from the library you can capture both `elasticsearch.ApiError` and `elasticsearch.TransportError`:
[source,python]
------------------------------------
from elasticsearch import TransportError, ApiError, Elasticsearch
try:
client.search(...)
# This is the 'except' clause you should use if you *actually* want to
# capture both Transport errors and API errors in one clause:
except (ApiError, TransportError) as err:
...
# However I recommend you instead split each error into their own 'except'
# clause so you can have different behavior for TransportErrors. This
# construction wasn't possible in 7.x and earlier.
try:
client.search(...)
except ApiError as err:
... # API errors handled here
except TransportError as err:
... # Transport errors handled here
------------------------------------
`elasticsearch.helpers.errors.BulkIndexError` and `elasticsearch.helpers.errors.ScanError` now use `Exception` as a base class instead of `ElasticsearchException`.
Another difference between 7.x and 8.0 errors is their properties. Previously there were `status_code`, `info`, and `error` properties that weren't super useful as they'd be a mix of different value types depending on what the error was and what layer it'd been raised from (transport versus API). You can inspect the error and get response metadata via `meta` and response via `body`` from an `ApiError` instance:
[source,python]
------------------------------------
from elasticsearch import ApiError, Elasticsearch
try:
client.indices.get(index="index-that-does-not-exist")
except ApiError as err:
print(err.meta.status)
# 404
print(err.meta.headers)
# {'content-length': '200', ...}
print(err.body)
# {
# 'error': {
# 'type': 'index_not_found_exception',
# 'reason': 'no such index',
# 'resource.type': 'index_or_alias',
# ...
# },
# 'status': 404
# }
------------------------------------
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