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Fix memory leak in buildSchema/extendSchema #1417

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merged 2 commits into from
Jul 16, 2018

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IvanGoncharov
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This code will quickly use all memory:

const {
  parse,
  buildSchema,
  extendSchema,
} = require('./dist')

let schema = buildSchema(`
  type Query
`);

for (let i = 0; i < 100000000; ++i) {
  console.log(i);
  schema = extendSchema(schema, parse(`
    extend type Query {
      foo${i}: String
    }
  `));
}

If limit node memory to 100mb it will crash on around 1000 cycle.

@@ -649,17 +649,17 @@ export class GraphQLObjectType {
extensionASTNodes: ?$ReadOnlyArray<ObjectTypeExtensionNode>;
isTypeOf: ?GraphQLIsTypeOfFn<*, *>;

_typeConfig: GraphQLObjectTypeConfig<*, *>;
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The memory leak happens because _typeConfig contains field and interfaces closures that depend on some internal arrays + in case of extendSchema it also depends on the previous schema.

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nice debugging!

.eslintrc Outdated
@@ -42,7 +42,6 @@
"rules": {
"prettier/prettier": 2,

"flowtype/space-after-type-colon": [2, "always"],
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Required because eslint and prettier disagree about this rule.

@IvanGoncharov IvanGoncharov added this to the v14.0.0 milestone Jul 16, 2018
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This is an impressive find, thank you for digging into and resolving it!

@@ -649,17 +649,17 @@ export class GraphQLObjectType {
extensionASTNodes: ?$ReadOnlyArray<ObjectTypeExtensionNode>;
isTypeOf: ?GraphQLIsTypeOfFn<*, *>;

_typeConfig: GraphQLObjectTypeConfig<*, *>;
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nice debugging!

`${config.name} fields must be an object with field names as keys or a ` +
'function which returns such an object.',
);
const resultFieldMap = Object.create(null);
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Why Object.create(null) instead of {}?

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@mjmahone I just move code from _defineFieldMap here no changes were made.
But here is the gist on why graphql-js always uses Object.create(null):

const a = {};
Boolean(a.toString)
// true
const b = Object.create(null);
Boolean(b.toString)
// false

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That makes sense! Thanks for the info, seems good to merge.

@mjmahone mjmahone merged commit 4124b61 into graphql:master Jul 16, 2018
@IvanGoncharov IvanGoncharov deleted the fixMemoryLeak branch July 18, 2018 15:02
matt-riley pushed a commit to matt-riley/gql_boilerplate that referenced this pull request Aug 31, 2018

## Version **14.0.0** of **graphql** was just published.

<table>
  <tr>
    <th align=left>
      Dependency
    </th>
    <td>
      <a target=_blank href=https://github.com/graphql/graphql-js>graphql</a>
    </td>
  </tr>
  <tr>
      <th align=left>
       Current Version
      </th>
      <td>
        0.13.2
      </td>
    </tr>
  <tr>
    <th align=left>
      Type
    </th>
    <td>
      dependency
    </td>
  </tr>
</table>



The version **14.0.0** is **not covered** by your **current version range**.

If you don’t accept this pull request, your project will work just like it did before. However, you might be missing out on a bunch of new features, fixes and/or performance improvements from the dependency update.

It might be worth looking into these changes and trying to get this project onto the latest version of graphql.

If you have a solid test suite and good coverage, a passing build is a strong indicator that you can take advantage of these changes directly by merging the proposed change into your project. If the build fails or you don’t have such unconditional trust in your tests, this branch is a great starting point for you to work on the update.


---


<details>
<summary>Release Notes</summary>
<strong>v14.0.0</strong>

<p><strong>Breaking:</strong></p>
<ul>
<li>Drops support for node v4 and v9, makes sure node v10 is supported (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="320331530" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1338" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1338">#1338</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="347064508" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1445" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1445">#1445</a>)</li>
<li>Reject invalid scalar value coercion (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="329203491" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1365" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1365">#1365</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="320302933" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1336" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1336">#1336</a>)</li>
<li>Removes <code>VariablesDefaultValueAllowed</code> validation rule, and <code>ProvidedNonNullArguments</code> became <code>ProvidedRequiredArguments</code> (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="302567815" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1274" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1274">#1274</a>)</li>
<li>Stricter coercion of Scalar Types (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="331077407" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1382" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1382">#1382</a>)</li>
<li>Removes deprecated Introspection fields <code>onOperation</code>, <code>onFragment</code>, and <code>onField</code> (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="331430870" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1385" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1385">#1385</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="343635964" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1429" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1429">#1429</a>)</li>
<li><code>GraphQL*Config</code> are now exact types (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="331763019" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1391" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1391">#1391</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="347050549" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1443" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1443">#1443</a>)</li>
<li>"Schema Change" keys in <code>BreakingChangeType</code> and <code>DangerousChangeType</code> for detecting adding args and input fields changed name (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="355220055" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1492" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1492">#1492</a>)</li>
<li><code>formatError</code> API changed for error message extensions. To upgrade without changing existing server responses, wrap <code>graphql</code>'s <code>formatError</code>:</li>
</ul>
<pre><code>import { formatError as baseFormatError, /* ... */ } from 'graphql';

{
  // other options
  formatError(error) {
    const { extensions, ...rest } = baseFormatError(error);
    return { ...extensions, ...rest };
  },
}
</code></pre>
<p><strong>New:</strong></p>
<ul>
<li>Parse new schema extensions (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="315664664" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1314" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1314">#1314</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="317012679" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1323" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1323">#1323</a>)</li>
<li>Export SDL AST types (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="315694355" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1315" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1315">#1315</a>)</li>
<li><code>extendSchema</code> extended with spec-compliant SDL extensions (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="330426164" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1373" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1373">#1373</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="331961053" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1392" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1392">#1392</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="346266873" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1441" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1441">#1441</a>)</li>
<li><code>symbol.toStringTag</code> support (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="307864327" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1297" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1297">#1297</a>)</li>
<li>Expose <code>getOperationRootType(schema, operationAST)</code> (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="322058451" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1345" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1345">#1345</a>)</li>
<li>Package is marked as side-effect free (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="314458450" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1312" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1312">#1312</a>)</li>
<li><code>validateSchema</code> works with Schema extensions (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="337240645" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1410" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1410">#1410</a>)</li>
<li><code>validate</code> works on SDL definitions (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="345971682" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1438" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1438">#1438</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="331081195" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1383" href="https://urls.greenkeeper.io/graphql/graphql-js/issues/1383">#1383</a>)</li>
<li>directives can be added to variable definitions, behind <code>experimentalVariableDefinitionDirectives</code> flag (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="345484247" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1437" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1437">#1437</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="348424943" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1454" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1454">#1454</a>)</li>
<li>ASTNode predicates, like <code>isDefinitionNode</code> and <code>isTypeSystemDefinitionNode</code> (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="349160476" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1459" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1459">#1459</a>)</li>
<li><code>isRequiredArgument</code> and <code>isRequiredInputField</code> predicates (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="349831716" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1463" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1463">#1463</a>)</li>
</ul>
<p><strong>Fixed:</strong></p>
<ul>
<li>Fixes for custom enum types</li>
<li>Prettier, Flow and eslint upgrades (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="310208412" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1304" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1304">#1304</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="316500173" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1319" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1319">#1319</a>)</li>
<li>Babel 7 upgrade (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="323277037" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1350" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1350">#1350</a>)</li>
<li>Introspection query perf improved (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="318663971" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1329" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1329">#1329</a>)</li>
<li><code>introspectionFromSchema</code> has default options (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="336268824" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1408" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1408">#1408</a>)</li>
<li><code>buildSchema</code> memory leaks and infinite recursion fixed (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="341094161" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1417" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1417">#1417</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="343182956" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1427" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1427">#1427</a>)</li>
<li><code>watch</code> command fixed (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="347719430" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1449" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1449">#1449</a>)</li>
<li>Benchmarking for <code>validation</code> (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="350893741" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1471" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1471">#1471</a>)</li>
</ul>
<p><strong>Deprecated:</strong></p>
<p>These will be removed in v15</p>
<ul>
<li><code>introspectionQuery</code>, use <code>getIntrospectionQuery</code> (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="331432132" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1386" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1386">#1386</a>)</li>
<li><code>getDescription</code>, use the schema AST node to get descriptions (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="333742859" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1396" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1396">#1396</a>)</li>
<li><code>isValidJSValue</code>, use <code>coerceValue</code> (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="331432132" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1386" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1386">#1386</a>)</li>
<li><code>isValidLiteralValue</code>, use validation (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="331432132" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1386" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1386">#1386</a>)</li>
</ul>
</details>


<details>
  <summary>FAQ and help</summary>

  There is a collection of [frequently asked questions](https://greenkeeper.io/faq.html). If those don’t help, you can always [ask the humans behind Greenkeeper](https://github.com/greenkeeperio/greenkeeper/issues/new).
</details>

---


Your [Greenkeeper](https://greenkeeper.io) bot 🌴
@nodkz
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nodkz commented Sep 5, 2018

@IvanGoncharov maybe i'm something missing and it does not make unnecessary checks at runtime.

BUT the following code may be a point for degradation:

  getFields(): GraphQLFieldMap<*, *> {
-    return (
-      this._fields ||
-      (this._fields = defineFieldMap(this, this._typeConfig.fields))
-    );
+    if (typeof this._fields === 'function') {
+      this._fields = this._fields();
+    }
+    return this._fields;
  }

Before for second and all further calls works the following code:

return this._fields;

But now became with one more additional expensive typeof check:

if (typeof this._fields) // false
return this._fields;

Is this method Type.getFields() used for every query execution or not?

@IvanGoncharov
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IvanGoncharov commented Sep 5, 2018

Before for second and all further calls works the following code:

Actually, it was something like:

return this._fields === undefined ? this._fields : //...

We just used && shortcut.

But both Node and modern browsers optimize this code anyway so the difference is 2-3% in this case:
https://jsperf.com/undefined-vs-typeof2

On the other hand, assigning new properties to the objects is a real performance killer since it deoptimizes not only getFields but all other functions it was inlined in.
For the detailed analysis see: #1288

We can do this._fields = undefined inside constructor but I don't think we should
focus on micro-optimization on this stage of the project.

Anyway, it's hard to predict the performance of the modern JS engines so I think we should focus on writing realistic benchmarks and measure performance difference.

You can run the benchmark using npm run benchmark -- --revs local 4124b61 to see performance impact of this commit or npm run benchmark -- --revs local v0.13.2 to see all performance difference between 0.13.2 vs 14.0.0.

Note: in the current state benchmark has 3-5% precision but it's enough for measuring realistic performance.

P.S. Would be great if someone would contribute more realistic benchmarks for executing sync and async queries.

@nodkz
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nodkz commented Sep 8, 2018

@IvanGoncharov thanks for such detailed explanation! I have no questions any more. 👍

PS. I somewhere missed that to graphql-js was added benchmarks. Thanks for point me on them.

matt-riley pushed a commit to matt-riley/gql_boilerplate that referenced this pull request Feb 12, 2019

## Version **14.0.0** of **graphql** was just published.

<table>
  <tr>
    <th align=left>
      Dependency
    </th>
    <td>
      <a target=_blank href=https://github.com/graphql/graphql-js>graphql</a>
    </td>
  </tr>
  <tr>
      <th align=left>
       Current Version
      </th>
      <td>
        0.13.2
      </td>
    </tr>
  <tr>
    <th align=left>
      Type
    </th>
    <td>
      dependency
    </td>
  </tr>
</table>



The version **14.0.0** is **not covered** by your **current version range**.

If you don’t accept this pull request, your project will work just like it did before. However, you might be missing out on a bunch of new features, fixes and/or performance improvements from the dependency update.

It might be worth looking into these changes and trying to get this project onto the latest version of graphql.

If you have a solid test suite and good coverage, a passing build is a strong indicator that you can take advantage of these changes directly by merging the proposed change into your project. If the build fails or you don’t have such unconditional trust in your tests, this branch is a great starting point for you to work on the update.


---


<details>
<summary>Release Notes</summary>
<strong>v14.0.0</strong>

<p><strong>Breaking:</strong></p>
<ul>
<li>Drops support for node v4 and v9, makes sure node v10 is supported (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="320331530" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1338" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1338">#1338</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="347064508" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1445" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1445">#1445</a>)</li>
<li>Reject invalid scalar value coercion (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="329203491" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1365" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1365">#1365</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="320302933" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1336" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1336">#1336</a>)</li>
<li>Removes <code>VariablesDefaultValueAllowed</code> validation rule, and <code>ProvidedNonNullArguments</code> became <code>ProvidedRequiredArguments</code> (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="302567815" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1274" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1274">#1274</a>)</li>
<li>Stricter coercion of Scalar Types (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="331077407" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1382" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1382">#1382</a>)</li>
<li>Removes deprecated Introspection fields <code>onOperation</code>, <code>onFragment</code>, and <code>onField</code> (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="331430870" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1385" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1385">#1385</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="343635964" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1429" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1429">#1429</a>)</li>
<li><code>GraphQL*Config</code> are now exact types (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="331763019" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1391" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1391">#1391</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="347050549" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1443" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1443">#1443</a>)</li>
<li>"Schema Change" keys in <code>BreakingChangeType</code> and <code>DangerousChangeType</code> for detecting adding args and input fields changed name (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="355220055" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1492" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1492">#1492</a>)</li>
<li><code>formatError</code> API changed for error message extensions. To upgrade without changing existing server responses, wrap <code>graphql</code>'s <code>formatError</code>:</li>
</ul>
<pre><code>import { formatError as baseFormatError, /* ... */ } from 'graphql';

{
  // other options
  formatError(error) {
    const { extensions, ...rest } = baseFormatError(error);
    return { ...extensions, ...rest };
  },
}
</code></pre>
<p><strong>New:</strong></p>
<ul>
<li>Parse new schema extensions (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="315664664" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1314" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1314">#1314</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="317012679" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1323" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1323">#1323</a>)</li>
<li>Export SDL AST types (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="315694355" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1315" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1315">#1315</a>)</li>
<li><code>extendSchema</code> extended with spec-compliant SDL extensions (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="330426164" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1373" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1373">#1373</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="331961053" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1392" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1392">#1392</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="346266873" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1441" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1441">#1441</a>)</li>
<li><code>symbol.toStringTag</code> support (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="307864327" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1297" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1297">#1297</a>)</li>
<li>Expose <code>getOperationRootType(schema, operationAST)</code> (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="322058451" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1345" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1345">#1345</a>)</li>
<li>Package is marked as side-effect free (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="314458450" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1312" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1312">#1312</a>)</li>
<li><code>validateSchema</code> works with Schema extensions (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="337240645" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1410" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1410">#1410</a>)</li>
<li><code>validate</code> works on SDL definitions (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="345971682" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1438" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1438">#1438</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="331081195" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1383" href="https://urls.greenkeeper.io/graphql/graphql-js/issues/1383">#1383</a>)</li>
<li>directives can be added to variable definitions, behind <code>experimentalVariableDefinitionDirectives</code> flag (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="345484247" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1437" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1437">#1437</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="348424943" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1454" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1454">#1454</a>)</li>
<li>ASTNode predicates, like <code>isDefinitionNode</code> and <code>isTypeSystemDefinitionNode</code> (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="349160476" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1459" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1459">#1459</a>)</li>
<li><code>isRequiredArgument</code> and <code>isRequiredInputField</code> predicates (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="349831716" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1463" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1463">#1463</a>)</li>
</ul>
<p><strong>Fixed:</strong></p>
<ul>
<li>Fixes for custom enum types</li>
<li>Prettier, Flow and eslint upgrades (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="310208412" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1304" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1304">#1304</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="316500173" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1319" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1319">#1319</a>)</li>
<li>Babel 7 upgrade (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="323277037" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1350" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1350">#1350</a>)</li>
<li>Introspection query perf improved (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="318663971" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1329" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1329">#1329</a>)</li>
<li><code>introspectionFromSchema</code> has default options (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="336268824" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1408" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1408">#1408</a>)</li>
<li><code>buildSchema</code> memory leaks and infinite recursion fixed (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="341094161" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1417" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1417">#1417</a>, <a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="343182956" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1427" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1427">#1427</a>)</li>
<li><code>watch</code> command fixed (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="347719430" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1449" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1449">#1449</a>)</li>
<li>Benchmarking for <code>validation</code> (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="350893741" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1471" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1471">#1471</a>)</li>
</ul>
<p><strong>Deprecated:</strong></p>
<p>These will be removed in v15</p>
<ul>
<li><code>introspectionQuery</code>, use <code>getIntrospectionQuery</code> (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="331432132" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1386" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1386">#1386</a>)</li>
<li><code>getDescription</code>, use the schema AST node to get descriptions (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="333742859" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1396" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1396">#1396</a>)</li>
<li><code>isValidJSValue</code>, use <code>coerceValue</code> (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="331432132" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1386" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1386">#1386</a>)</li>
<li><code>isValidLiteralValue</code>, use validation (<a class="issue-link js-issue-link" data-error-text="Failed to load issue title" data-id="331432132" data-permission-text="Issue title is private" data-url="graphql/graphql-js#1386" href="https://urls.greenkeeper.io/graphql/graphql-js/pull/1386">#1386</a>)</li>
</ul>
</details>


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