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Create and handle database atomic mutations
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@ -255,3 +255,95 @@ rolls back the transaction.
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inefficient when traffic increases. Opening a transaction for every request has some
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overhead. The impact on performance depends on the query patterns of your application
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and on how well your database handles locking.
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Check the next section for a better solution.
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Tying transactions to mutations
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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A mutation can contain multiple fields, just like a query. There's one important
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distinction between queries and mutations, other than the name:
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..
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`While query fields are executed in parallel, mutation fields run in series, one
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after the other.`
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This means that if we send two ``incrementCredits`` mutations in one request, the first
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is guaranteed to finish before the second begins, ensuring that we don't end up with a
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race condition with ourselves.
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On the other hand, if the first ``incrementCredits`` runs successfully but the second
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one does not, the operation cannot be retried as it is. That's why is a good idea to
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run all mutation fields in a transaction, to guarantee all occur or nothing occurs.
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To enable this behavior for all databases set the graphene ``ATOMIC_MUTATIONS`` settings
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to ``True`` in your settings file:
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.. code:: python
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GRAPHENE = {
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# ...
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"ATOMIC_MUTATIONS": True,
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}
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On the contrary, if you want to enable this behavior for a specific database, set
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``ATOMIC_MUTATIONS`` to ``True`` in your database settings:
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.. code:: python
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DATABASES = {
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"default": {
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# ...
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"ATOMIC_MUTATIONS": True,
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},
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# ...
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}
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Now, given the following example mutation:
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.. code::
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mutation IncreaseCreditsTwice {
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increaseCredits1: increaseCredits(input: { amount: 10 }) {
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balance
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errors {
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field
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messages
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}
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}
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increaseCredits2: increaseCredits(input: { amount: -1 }) {
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balance
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errors {
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field
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messages
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}
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}
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}
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The server is going to return something like:
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.. code:: json
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{
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"data": {
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"increaseCredits1": {
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"balance": 10.0,
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"errors": []
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},
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"increaseCredits2": {
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"balance": null,
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"errors": [
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{
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"field": "amount",
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"message": "Amount should be a positive number"
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}
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]
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},
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}
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}
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But the balance will remain the same.
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@ -45,6 +45,7 @@ DEFAULTS = {
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# This sets headerEditorEnabled GraphiQL option, for details go to
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# https://github.com/graphql/graphiql/tree/main/packages/graphiql#options
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"GRAPHIQL_HEADER_EDITOR_ENABLED": True,
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"ATOMIC_MUTATIONS": False,
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}
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if settings.DEBUG:
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@ -6,6 +6,8 @@ from mock import patch
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from django.db import connection
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from graphene_django.settings import graphene_settings
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from .models import Pet
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try:
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@ -567,9 +569,13 @@ def test_passes_request_into_context_request(client):
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def test_form_mutation_multiple_creation_invalid_atomic_request(client):
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old_atomic_mutations = connection.settings_dict.get("ATOMIC_MUTATIONS", False)
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old_atomic_requests = connection.settings_dict["ATOMIC_REQUESTS"]
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old_graphene_atomic_mutations = graphene_settings.ATOMIC_MUTATIONS
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try:
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connection.settings_dict["ATOMIC_MUTATIONS"] = False
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connection.settings_dict["ATOMIC_REQUESTS"] = True
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graphene_settings.ATOMIC_MUTATIONS = False
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query = """
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mutation PetMutations {
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@ -602,13 +608,109 @@ def test_form_mutation_multiple_creation_invalid_atomic_request(client):
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assert Pet.objects.count() == 0
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finally:
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connection.settings_dict["ATOMIC_MUTATIONS"] = old_atomic_mutations
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connection.settings_dict["ATOMIC_REQUESTS"] = old_atomic_requests
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graphene_settings.ATOMIC_MUTATIONS = old_graphene_atomic_mutations
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def test_form_mutation_multiple_creation_invalid_non_atomic_request(client):
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def test_form_mutation_multiple_creation_invalid_atomic_mutation_1(client):
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old_atomic_mutations = connection.settings_dict.get("ATOMIC_MUTATIONS", False)
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old_atomic_requests = connection.settings_dict["ATOMIC_REQUESTS"]
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old_graphene_atomic_mutations = graphene_settings.ATOMIC_MUTATIONS
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try:
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connection.settings_dict["ATOMIC_MUTATIONS"] = True
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connection.settings_dict["ATOMIC_REQUESTS"] = False
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graphene_settings.ATOMIC_MUTATIONS = False
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query = """
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mutation PetMutations {
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petFormMutation1: petFormMutation(input: { name: "Mia", age: 99 }) {
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errors {
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field
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messages
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}
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}
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petFormMutation2: petFormMutation(input: { name: "Enzo", age: 0 }) {
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errors {
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field
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messages
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}
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}
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}
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"""
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response = client.post(url_string(query=query))
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content = response_json(response)
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assert "errors" not in content
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assert content["data"]["petFormMutation1"]["errors"] == [
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{"field": "age", "messages": ["Too old"]}
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]
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assert content["data"]["petFormMutation2"]["errors"] == []
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assert Pet.objects.count() == 0
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finally:
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connection.settings_dict["ATOMIC_MUTATIONS"] = old_atomic_mutations
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connection.settings_dict["ATOMIC_REQUESTS"] = old_atomic_requests
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graphene_settings.ATOMIC_MUTATIONS = old_graphene_atomic_mutations
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def test_form_mutation_multiple_creation_invalid_atomic_mutation_2(client):
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old_atomic_mutations = connection.settings_dict.get("ATOMIC_MUTATIONS", False)
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old_atomic_requests = connection.settings_dict["ATOMIC_REQUESTS"]
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old_graphene_atomic_mutations = graphene_settings.ATOMIC_MUTATIONS
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try:
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connection.settings_dict["ATOMIC_MUTATIONS"] = False
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connection.settings_dict["ATOMIC_REQUESTS"] = False
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graphene_settings.ATOMIC_MUTATIONS = True
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query = """
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mutation PetMutations {
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petFormMutation1: petFormMutation(input: { name: "Mia", age: 99 }) {
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errors {
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field
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messages
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}
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}
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petFormMutation2: petFormMutation(input: { name: "Enzo", age: 0 }) {
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errors {
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field
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messages
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}
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}
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}
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"""
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response = client.post(url_string(query=query))
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content = response_json(response)
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assert "errors" not in content
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assert content["data"]["petFormMutation1"]["errors"] == [
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{"field": "age", "messages": ["Too old"]}
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]
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assert content["data"]["petFormMutation2"]["errors"] == []
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assert Pet.objects.count() == 0
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finally:
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connection.settings_dict["ATOMIC_MUTATIONS"] = old_atomic_mutations
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connection.settings_dict["ATOMIC_REQUESTS"] = old_atomic_requests
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graphene_settings.ATOMIC_MUTATIONS = old_graphene_atomic_mutations
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def test_form_mutation_multiple_creation_invalid_non_atomic(client):
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old_atomic_mutations = connection.settings_dict.get("ATOMIC_MUTATIONS", False)
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old_atomic_requests = connection.settings_dict["ATOMIC_REQUESTS"]
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old_graphene_atomic_mutations = graphene_settings.ATOMIC_MUTATIONS
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try:
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connection.settings_dict["ATOMIC_MUTATIONS"] = False
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connection.settings_dict["ATOMIC_REQUESTS"] = False
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graphene_settings.ATOMIC_MUTATIONS = False
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query = """
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mutation PetMutations {
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@ -645,13 +747,19 @@ def test_form_mutation_multiple_creation_invalid_non_atomic_request(client):
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assert pet.age == 0
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finally:
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connection.settings_dict["ATOMIC_MUTATIONS"] = old_atomic_mutations
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connection.settings_dict["ATOMIC_REQUESTS"] = old_atomic_requests
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graphene_settings.ATOMIC_MUTATIONS = old_graphene_atomic_mutations
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def test_model_form_mutation_multiple_creation_invalid_atomic_request(client):
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old_atomic_mutations = connection.settings_dict.get("ATOMIC_MUTATIONS", False)
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old_atomic_requests = connection.settings_dict["ATOMIC_REQUESTS"]
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old_graphene_atomic_mutations = graphene_settings.ATOMIC_MUTATIONS
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try:
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connection.settings_dict["ATOMIC_MUTATIONS"] = False
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connection.settings_dict["ATOMIC_REQUESTS"] = True
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graphene_settings.ATOMIC_MUTATIONS = False
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query = """
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mutation PetMutations {
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@ -693,13 +801,19 @@ def test_model_form_mutation_multiple_creation_invalid_atomic_request(client):
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assert Pet.objects.count() == 0
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finally:
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connection.settings_dict["ATOMIC_MUTATIONS"] = old_atomic_mutations
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connection.settings_dict["ATOMIC_REQUESTS"] = old_atomic_requests
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graphene_settings.ATOMIC_MUTATIONS = old_graphene_atomic_mutations
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def test_model_form_mutation_multiple_creation_invalid_non_atomic_request(client):
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def test_model_form_mutation_multiple_creation_invalid_non_atomic(client):
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old_atomic_mutations = connection.settings_dict.get("ATOMIC_MUTATIONS", False)
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old_atomic_requests = connection.settings_dict["ATOMIC_REQUESTS"]
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old_graphene_atomic_mutations = graphene_settings.ATOMIC_MUTATIONS
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try:
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connection.settings_dict["ATOMIC_MUTATIONS"] = False
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connection.settings_dict["ATOMIC_REQUESTS"] = False
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graphene_settings.ATOMIC_MUTATIONS = False
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query = """
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mutation PetMutations {
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@ -745,30 +859,44 @@ def test_model_form_mutation_multiple_creation_invalid_non_atomic_request(client
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assert pet.age == 0
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finally:
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connection.settings_dict["ATOMIC_MUTATIONS"] = old_atomic_mutations
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connection.settings_dict["ATOMIC_REQUESTS"] = old_atomic_requests
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graphene_settings.ATOMIC_MUTATIONS = old_graphene_atomic_mutations
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@patch("rest_framework.views.transaction.set_rollback")
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def test_query_errors_atomic_request(set_rollback_mock, client):
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old_atomic_mutations = connection.settings_dict.get("ATOMIC_MUTATIONS", False)
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old_atomic_requests = connection.settings_dict["ATOMIC_REQUESTS"]
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old_graphene_atomic_mutations = graphene_settings.ATOMIC_MUTATIONS
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try:
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connection.settings_dict["ATOMIC_MUTATIONS"] = False
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connection.settings_dict["ATOMIC_REQUESTS"] = True
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graphene_settings.ATOMIC_MUTATIONS = False
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client.get(url_string(query="force error"))
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set_rollback_mock.assert_called_once_with(True)
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finally:
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connection.settings_dict["ATOMIC_MUTATIONS"] = old_atomic_mutations
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connection.settings_dict["ATOMIC_REQUESTS"] = old_atomic_requests
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graphene_settings.ATOMIC_MUTATIONS = old_graphene_atomic_mutations
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@patch("rest_framework.views.transaction.set_rollback")
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def test_query_errors_non_atomic_request(set_rollback_mock, client):
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def test_query_errors_non_atomic(set_rollback_mock, client):
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old_atomic_mutations = connection.settings_dict.get("ATOMIC_MUTATIONS", False)
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old_atomic_requests = connection.settings_dict["ATOMIC_REQUESTS"]
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old_graphene_atomic_mutations = graphene_settings.ATOMIC_MUTATIONS
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try:
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connection.settings_dict["ATOMIC_MUTATIONS"] = False
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connection.settings_dict["ATOMIC_REQUESTS"] = False
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graphene_settings.ATOMIC_MUTATIONS = False
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client.get(url_string(query="force error"))
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set_rollback_mock.assert_not_called()
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finally:
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connection.settings_dict["ATOMIC_MUTATIONS"] = old_atomic_mutations
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connection.settings_dict["ATOMIC_REQUESTS"] = old_atomic_requests
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graphene_settings.ATOMIC_MUTATIONS = old_graphene_atomic_mutations
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@ -3,6 +3,7 @@ import json
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import re
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import six
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from django.db import connection, transaction
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from django.http import HttpResponse, HttpResponseNotAllowed
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from django.http.response import HttpResponseBadRequest
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from django.shortcuts import render
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@ -320,14 +321,27 @@ class GraphQLView(View):
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# executor is not a valid argument in all backends
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extra_options["executor"] = self.executor
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return document.execute(
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root_value=self.get_root_value(request),
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variable_values=variables,
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operation_name=operation_name,
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context_value=self.get_context(request),
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middleware=self.get_middleware(request),
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**extra_options
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)
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operation_type = document.get_operation_type(operation_name)
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options = {
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"root_value": self.get_root_value(request),
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"variable_values": variables,
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"operation_name": operation_name,
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"context_value": self.get_context(request),
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"middleware": self.get_middleware(request),
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**extra_options,
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}
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if operation_type == "mutation" and (
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graphene_settings.ATOMIC_MUTATIONS is True
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or connection.settings_dict.get("ATOMIC_MUTATIONS", False) is True
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):
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with transaction.atomic():
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result = document.execute(**options)
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if getattr(request, MUTATION_ERRORS_FLAG, False) is True:
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transaction.set_rollback(True)
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return result
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return document.execute(**options)
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except Exception as e:
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return ExecutionResult(errors=[e], invalid=True)
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