Revert "SERVER-33303 Add stable plan cache key and use for index filters"

This reverts commit 36d4668e854d8bd17e8b684dbbf42b3b0903bbe7.

29 files changed, 775 insertions, 1486 deletions

diff --git a/jstests/core/index_filter_catalog_independent.js b/jstests/core/index_filter_catalog_independent.js
deleted file mode 100644
index f3ea81a6627..00000000000
--- a/jstests/core/index_filter_catalog_independent.js
+++ /dev/null
@@ -1,89 +0,0 @@
-/**
- * Test that index filters are applied regardless of catalog changes. Intended to reproduce
- * SERVER-33303.
- *
- * @tags: [
- *   # This test performs queries with index filters set up. Since index filters are local to a
- *   # mongod, and do not replicate, this test must issue all of its commands against the same
- *   # node.
- *   assumes_read_preference_unchanged,
- *   does_not_support_stepdowns,
- * ]
- */
-(function() {
-    "use strict";
-
-    load("jstests/libs/analyze_plan.js");  // For getPlanStages.
-
-    const collName = "index_filter_catalog_independent";
-    const coll = db[collName];
-    coll.drop();
-
-    /*
-     * Check that there's one index filter on the given query which allows only 'indexes'.
-     */
-    function assertOneIndexFilter(query, indexes) {
-        let res = assert.commandWorked(db.runCommand({planCacheListFilters: collName}));
-        assert.eq(res.filters.length, 1);
-        assert.eq(res.filters[0].query, query);
-        assert.eq(res.filters[0].indexes, indexes);
-    }
-
-    function assertIsIxScanOnIndex(winningPlan, keyPattern) {
-        const ixScans = getPlanStages(winningPlan, "IXSCAN");
-        assert.gt(ixScans.length, 0);
-        ixScans.every((ixScan) => assert.eq(ixScan.keyPattern, keyPattern));
-
-        const collScans = getPlanStages(winningPlan, "COLLSCAN");
-        assert.eq(collScans.length, 0);
-    }
-
-    function checkIndexFilterSet(explain, shouldBeSet) {
-        if (explain.queryPlanner.winningPlan.shards) {
-            for (let shard of explain.queryPlanner.winningPlan.shards) {
-                assert.eq(shard.indexFilterSet, shouldBeSet);
-            }
-        } else {
-            assert.eq(explain.queryPlanner.indexFilterSet, shouldBeSet);
-        }
-    }
-
-    assert.commandWorked(coll.createIndexes([{x: 1}, {x: 1, y: 1}]));
-    assert.commandWorked(
-        db.runCommand({planCacheSetFilter: collName, query: {"x": 3}, indexes: [{x: 1, y: 1}]}));
-    assertOneIndexFilter({x: 3}, [{x: 1, y: 1}]);
-
-    let explain = assert.commandWorked(coll.find({x: 3}).explain());
-    checkIndexFilterSet(explain, true);
-    assertIsIxScanOnIndex(explain.queryPlanner.winningPlan, {x: 1, y: 1});
-
-    // Drop an index. The filter should not change.
-    assert.commandWorked(coll.dropIndex({x: 1, y: 1}));
-    assertOneIndexFilter({x: 3}, [{x: 1, y: 1}]);
-
-    // The {x: 1} index _could_ be used, but should not be considered because of the filter.
-    // Since we dropped the {x: 1, y: 1} index, a COLLSCAN must be used.
-    explain = coll.find({x: 3}).explain();
-    checkIndexFilterSet(explain, true);
-    assert(isCollscan(db, explain.queryPlanner.winningPlan));
-
-    // Create another index. This should not change whether the index filter is applied.
-    assert.commandWorked(coll.createIndex({x: 1, z: 1}));
-    explain = assert.commandWorked(coll.find({x: 3}).explain());
-    checkIndexFilterSet(explain, true);
-    assert(isCollscan(db, explain.queryPlanner.winningPlan));
-
-    // Changing the catalog and then setting an index filter should not result in duplicate entries.
-    assert.commandWorked(coll.createIndex({x: 1, a: 1}));
-    assert.commandWorked(
-        db.runCommand({planCacheSetFilter: collName, query: {"x": 3}, indexes: [{x: 1, y: 1}]}));
-    assertOneIndexFilter({x: 3}, [{x: 1, y: 1}]);
-
-    // Recreate the {x: 1, y: 1} index and be sure that it's still used.
-    assert.commandWorked(coll.createIndexes([{x: 1}, {x: 1, y: 1}]));
-    assertOneIndexFilter({x: 3}, [{x: 1, y: 1}]);
-
-    explain = assert.commandWorked(coll.find({x: 3}).explain());
-    checkIndexFilterSet(explain, true);
-    assertIsIxScanOnIndex(explain.queryPlanner.winningPlan, {x: 1, y: 1});
-})();
diff --git a/jstests/core/index_filter_collation.js b/jstests/core/index_filter_collation.js
deleted file mode 100644
index 56e9c3a3132..00000000000
--- a/jstests/core/index_filter_collation.js
+++ /dev/null
@@ -1,81 +0,0 @@
-/**
- * Test that index filters are applied with the correct collation.
- * @tags: [
- *   # This test attempts to perform queries with plan cache filters set up. The former operation
- *   # may be routed to a secondary in the replica set, whereas the latter must be routed to the
- *   # primary.
- *   assumes_read_preference_unchanged,
- *   does_not_support_stepdowns,
- * ]
- */
-(function() {
-    "use strict";
-
-    load("jstests/libs/analyze_plan.js");  // For getPlanStages.
-
-    const collName = "index_filter_collation";
-    const coll = db[collName];
-
-    const caseInsensitive = {locale: "fr", strength: 2};
-    coll.drop();
-    assert.commandWorked(db.createCollection(collName, {collation: caseInsensitive}));
-
-    function checkIndexFilterSet(explain, shouldBeSet) {
-        if (explain.queryPlanner.winningPlan.shards) {
-            for (let shard of explain.queryPlanner.winningPlan.shards) {
-                assert.eq(shard.indexFilterSet, shouldBeSet);
-            }
-        } else {
-            assert.eq(explain.queryPlanner.indexFilterSet, shouldBeSet);
-        }
-    }
-
-    // Now create an index filter on a query with no collation specified.
-    assert.commandWorked(coll.createIndexes([{x: 1}, {x: 1, y: 1}]));
-    assert.commandWorked(
-        db.runCommand({planCacheSetFilter: collName, query: {"x": 3}, indexes: [{x: 1, y: 1}]}));
-
-    const listFilters = assert.commandWorked(db.runCommand({planCacheListFilters: collName}));
-    assert.eq(listFilters.filters.length, 1);
-    assert.eq(listFilters.filters[0].query, {x: 3});
-    assert.eq(listFilters.filters[0].indexes, [{x: 1, y: 1}]);
-
-    // Create an index filter on a query with the default collation specified.
-    assert.commandWorked(db.runCommand({
-        planCacheSetFilter: collName,
-        query: {"x": 3},
-        collation: caseInsensitive,
-        indexes: [{x: 1}]
-    }));
-
-    // Although these two queries would run with the same collation, they have different "shapes"
-    // so we expect there to be two index filters present.
-    let res = assert.commandWorked(db.runCommand({planCacheListFilters: collName}));
-    assert.eq(res.filters.length, 2);
-
-    // One of the filters should only be applied to queries with the "fr" collation
-    // and use the {x: 1} index.
-    assert(res.filters.some((filter) => filter.hasOwnProperty("collation") &&
-                                filter.collation.locale === "fr" &&
-                                friendlyEqual(filter.indexes, [{x: 1}])));
-
-    // The other should not have any collation, and allow the index {x: 1, y: 1}.
-    assert(res.filters.some((filter) => !filter.hasOwnProperty("collation") &&
-                                friendlyEqual(filter.indexes, [{x: 1, y: 1}])));
-
-    function assertIsIxScanOnIndex(winningPlan, keyPattern) {
-        const ixScans = getPlanStages(winningPlan, "IXSCAN");
-        assert.gt(ixScans.length, 0);
-        assert.eq(ixScans[0].keyPattern, keyPattern);
-    }
-
-    // Run the queries and be sure the correct indexes are used.
-    let explain = coll.find({x: 3}).explain();
-    checkIndexFilterSet(explain, true);
-    assertIsIxScanOnIndex(explain.queryPlanner.winningPlan, {x: 1, y: 1});
-
-    // Run the queries and be sure the correct indexes are used.
-    explain = coll.find({x: 3}).collation(caseInsensitive).explain();
-    checkIndexFilterSet(explain, true);
-    assertIsIxScanOnIndex(explain.queryPlanner.winningPlan, {x: 1});
-})();
diff --git a/jstests/core/plan_cache_list_plans.js b/jstests/core/plan_cache_list_plans.js
index 11c7922b4b1..fa36034446d 100644
--- a/jstests/core/plan_cache_list_plans.js
+++ b/jstests/core/plan_cache_list_plans.js
@@ -74,16 +74,12 @@
         print('plan ' + i + ': ' + tojson(plans[i]));
     }
 
-    // Test the queryHash and planCacheKey property by comparing entries for two different
-    // query shapes.
+    // Test the queryHash property by comparing entries for two different query shapes.
     assert.eq(0, t.find({a: 132}).sort({b: -1, a: 1}).itcount(), 'unexpected document count');
     let entryNewShape = getPlansForCacheEntry({a: 123}, {b: -1, a: 1}, {});
     assert.eq(entry.hasOwnProperty("queryHash"), true);
     assert.eq(entryNewShape.hasOwnProperty("queryHash"), true);
     assert.neq(entry["queryHash"], entryNewShape["queryHash"]);
-    assert.eq(entry.hasOwnProperty("planCacheKey"), true);
-    assert.eq(entryNewShape.hasOwnProperty("planCacheKey"), true);
-    assert.neq(entry["planCacheKey"], entryNewShape["planCacheKey"]);
 
     //
     // Tests for plan reason and feedback in planCacheListPlans
diff --git a/jstests/core/profile_query_hash.js b/jstests/core/profile_query_hash.js
index 4c7b3e23ab7..9707cbe8b3d 100644
--- a/jstests/core/profile_query_hash.js
+++ b/jstests/core/profile_query_hash.js
@@ -39,7 +39,7 @@
         'unexpected document count');
     const profileObj0 =
         getLatestProfilerEntry(testDB, {op: "query", "command.comment": "Query0 find command"});
-    assert(profileObj0.hasOwnProperty("planCacheKey"), tojson(profileObj0));
+    assert(profileObj0.hasOwnProperty("queryHash"), tojson(profileObj0));
     let shapes = getShapes(coll);
     assert.eq(1, shapes.length, 'unexpected number of shapes in planCacheListQueryShapes result');
 
@@ -50,30 +50,26 @@
         'unexpected document count');
     const profileObj1 =
         getLatestProfilerEntry(testDB, {op: "query", "command.comment": "Query1 find command"});
-    assert(profileObj1.hasOwnProperty("planCacheKey"), tojson(profileObj1));
+    assert(profileObj1.hasOwnProperty("queryHash"), tojson(profileObj1));
 
     // Since the query shapes are the same, we only expect there to be one query shape present in
     // the plan cache commands output.
     shapes = getShapes(coll);
     assert.eq(1, shapes.length, 'unexpected number of shapes in planCacheListQueryShapes result');
-    assert.eq(
-        profileObj0.planCacheKey, profileObj1.planCacheKey, 'unexpected not matching query hashes');
-
-    // Test that the planCacheKey is the same in explain output for query0 and query1 as it was
-    // in system.profile output.
-    const explainQuery0 = assert.commandWorked(coll.find({a: 1, b: 1}, {a: 1})
-                                                   .sort({a: -1})
-                                                   .comment("Query0 find command")
-                                                   .explain("queryPlanner"));
-    assert.eq(explainQuery0.queryPlanner.planCacheKey, profileObj0.planCacheKey, explainQuery0);
-    const explainQuery1 = assert.commandWorked(coll.find({a: 2, b: 1}, {a: 1})
-                                                   .sort({a: -1})
-                                                   .comment("Query1 find command")
-                                                   .explain("queryPlanner"));
-    assert.eq(explainQuery1.queryPlanner.planCacheKey, profileObj0.planCacheKey, explainQuery1);
-
-    // Check that the 'planCacheKey' is the same for both query 0 and query 1.
-    assert.eq(explainQuery0.queryPlanner.planCacheKey, explainQuery1.queryPlanner.planCacheKey);
+    assert.eq(profileObj0.queryHash, profileObj1.queryHash, 'unexpected not matching query hashes');
+
+    // Test that the queryHash is the same in explain output for query0 and query1 as it was in
+    // system.profile output.
+    let explain = assert.commandWorked(coll.find({a: 1, b: 1}, {a: 1})
+                                           .sort({a: -1})
+                                           .comment("Query0 find command")
+                                           .explain("queryPlanner"));
+    assert.eq(explain.queryPlanner.queryHash, profileObj0.queryHash, () => tojson(explain));
+    explain = assert.commandWorked(coll.find({a: 2, b: 1}, {a: 1})
+                                       .sort({a: -1})
+                                       .comment("Query1 find command")
+                                       .explain("queryPlanner"));
+    assert.eq(explain.queryPlanner.queryHash, profileObj0.queryHash, () => tojson(explain));
 
     // Executes query2 and gets the corresponding system.profile entry.
     assert.eq(0,
@@ -81,31 +77,19 @@
               'unexpected document count');
     const profileObj2 =
         getLatestProfilerEntry(testDB, {op: "query", "command.comment": "Query2 find command"});
-    assert(profileObj2.hasOwnProperty("planCacheKey"), tojson(profileObj2));
+    assert(profileObj2.hasOwnProperty("queryHash"), tojson(profileObj2));
 
     // Query0 and query1 should both have the same query hash for the given indexes. Whereas, query2
     // should have a unique hash. Asserts that a total of two distinct hashes results in two query
     // shapes.
     shapes = getShapes(coll);
     assert.eq(2, shapes.length, 'unexpected number of shapes in planCacheListQueryShapes result');
-    assert.neq(
-        profileObj0.planCacheKey, profileObj2.planCacheKey, 'unexpected matching query hashes');
+    assert.neq(profileObj0.queryHash, profileObj2.queryHash, 'unexpected matching query hashes');
 
-    // The planCacheKey in explain should be different for query2 than the hash from query0 and
-    // query1.
-    const explainQuery2 = assert.commandWorked(
-        coll.find({a: 12000, b: 1}).comment("Query2 find command").explain("queryPlanner"));
-    assert(explainQuery2.queryPlanner.hasOwnProperty("planCacheKey"));
-    assert.neq(explainQuery2.queryPlanner.planCacheKey, profileObj0.planCacheKey, explainQuery2);
-    assert.eq(explainQuery2.queryPlanner.planCacheKey, profileObj2.planCacheKey, explainQuery2);
-
-    // Now drop an index. This should change the 'planCacheKey' value for queries, but not the
-    // 'queryHash'.
-    assert.commandWorked(coll.dropIndex({a: 1}));
-    const explainQuery2PostCatalogChange = assert.commandWorked(
+    // The queryHash in explain should be different for query2 than the hash from query0 and query1.
+    explain = assert.commandWorked(
         coll.find({a: 12000, b: 1}).comment("Query2 find command").explain("queryPlanner"));
-    assert.eq(explainQuery2.queryPlanner.queryHash,
-              explainQuery2PostCatalogChange.queryPlanner.queryHash);
-    assert.neq(explainQuery2.queryPlanner.planCacheKey,
-               explainQuery2PostCatalogChange.queryPlanner.planCacheKey);
+    assert(explain.queryPlanner.hasOwnProperty("queryHash"));
+    assert.neq(explain.queryPlanner.queryHash, profileObj0.queryHash, () => tojson(explain));
+    assert.eq(explain.queryPlanner.queryHash, profileObj2.queryHash, () => tojson(explain));
 })();
diff --git a/jstests/core/query_hash_stability.js b/jstests/core/query_hash_stability.js
deleted file mode 100644
index 14ae20fdb98..00000000000
--- a/jstests/core/query_hash_stability.js
+++ /dev/null
@@ -1,56 +0,0 @@
-/**
- * Test that 'queryHash' and 'planCacheKey' from explain() output have sensible values
- * across catalog changes.
- */
-(function() {
-    "use strict";
-    load('jstests/libs/fixture_helpers.js');  // For and isMongos().
-
-    const collName = "query_hash_stability";
-    const coll = db[collName];
-    coll.drop();
-    // Be sure the collection exists.
-    assert.commandWorked(coll.insert({x: 5}));
-
-    function getPlanCacheKeyFromExplain(explainRes) {
-        const hash = FixtureHelpers.isMongos(db)
-            ? explainRes.queryPlanner.winningPlan.shards[0].planCacheKey
-            : explainRes.queryPlanner.planCacheKey;
-        assert.eq(typeof(hash), "string");
-        return hash;
-    }
-
-    function getQueryHashFromExplain(explainRes) {
-        const hash = FixtureHelpers.isMongos(db)
-            ? explainRes.queryPlanner.winningPlan.shards[0].queryHash
-            : explainRes.queryPlanner.queryHash;
-        assert.eq(typeof(hash), "string");
-        return hash;
-    }
-
-    const query = {x: 3};
-
-    const initialExplain = coll.find(query).explain();
-
-    // Add a sparse index.
-    assert.commandWorked(coll.createIndex({x: 1}, {sparse: true}));
-
-    const withIndexExplain = coll.find(query).explain();
-
-    // 'queryHash' shouldn't change across catalog changes.
-    assert.eq(getQueryHashFromExplain(initialExplain), getQueryHashFromExplain(withIndexExplain));
-    // We added an index so the plan cache key changed.
-    assert.neq(getPlanCacheKeyFromExplain(initialExplain),
-               getPlanCacheKeyFromExplain(withIndexExplain));
-
-    // Drop the index.
-    assert.commandWorked(coll.dropIndex({x: 1}));
-    const postDropExplain = coll.find(query).explain();
-
-    // 'queryHash' shouldn't change across catalog changes.
-    assert.eq(getQueryHashFromExplain(initialExplain), getQueryHashFromExplain(postDropExplain));
-
-    // The 'planCacheKey' should be the same as what it was before we dropped the index.
-    assert.eq(getPlanCacheKeyFromExplain(initialExplain),
-              getPlanCacheKeyFromExplain(postDropExplain));
-})();
diff --git a/jstests/core/wildcard_index_cached_plans.js b/jstests/core/wildcard_index_cached_plans.js
index d0c2a50abe9..f1394273f13 100644
--- a/jstests/core/wildcard_index_cached_plans.js
+++ b/jstests/core/wildcard_index_cached_plans.js
@@ -44,17 +44,16 @@
         return null;
     }
 
-    function getPlanCacheKeyFromExplain(explainRes) {
+    function getQueryHashFromExplain(explainRes) {
         const hash = FixtureHelpers.isMongos(db)
-            ? explainRes.queryPlanner.winningPlan.shards[0].planCacheKey
-            : explainRes.queryPlanner.planCacheKey;
+            ? explainRes.queryPlanner.winningPlan.shards[0].queryHash
+            : explainRes.queryPlanner.queryHash;
         assert.eq(typeof(hash), "string");
         return hash;
     }
 
-    function getPlanCacheKey(query) {
-        return getPlanCacheKeyFromExplain(
-            assert.commandWorked(coll.explain().find(query).finish()));
+    function getQueryHash(query) {
+        return getQueryHashFromExplain(assert.commandWorked(coll.explain().find(query).finish()));
     }
 
     const query = {a: 1, b: 1};
@@ -89,7 +88,7 @@
     for (let i = 0; i < 2; i++) {
         assert.eq(coll.find({a: 1, b: null}).itcount(), 1000);
     }
-    assert.neq(getPlanCacheKey(queryWithBNull), getPlanCacheKey(query));
+    assert.neq(getQueryHash(queryWithBNull), getQueryHash(query));
 
     // There should only have been one solution for the above query, so it would not get cached.
     assert.eq(getCacheEntryForQuery({a: 1, b: null}), null);
@@ -118,8 +117,8 @@
 
         // Check that the shapes are different since the query which matches on a string will not
         // be eligible to use the b.$** index (since the index has a different collation).
-        assert.neq(getPlanCacheKeyFromExplain(queryWithoutStringExplain),
-                   getPlanCacheKeyFromExplain(queryWithStringExplain));
+        assert.neq(getQueryHashFromExplain(queryWithoutStringExplain),
+                   getQueryHashFromExplain(queryWithStringExplain));
     })();
 
     // Check that indexability discriminators work with partial wildcard indexes.
@@ -141,7 +140,7 @@
 
         // Check that the shapes are different since the query which searches for a value not
         // included by the partial filter expression won't be eligible to use the $** index.
-        assert.neq(getPlanCacheKeyFromExplain(queryIndexedExplain),
-                   getPlanCacheKeyFromExplain(queryUnindexedExplain));
+        assert.neq(getQueryHashFromExplain(queryIndexedExplain),
+                   getQueryHashFromExplain(queryUnindexedExplain));
     })();
 })();
diff --git a/jstests/noPassthrough/log_and_profile_query_hash.js b/jstests/noPassthrough/log_and_profile_query_hash.js
index 2a0757689a6..8c9db4e7102 100644
--- a/jstests/noPassthrough/log_and_profile_query_hash.js
+++ b/jstests/noPassthrough/log_and_profile_query_hash.js
@@ -4,7 +4,7 @@
 (function() {
     "use strict";
 
-    // For getLatestProfilerEntry().
+    // For getLatestProfilerEntry
     load("jstests/libs/profiler.js");
 
     // Prevent the mongo shell from gossiping its cluster time, since this will increase the amount
@@ -50,8 +50,8 @@
     }
 
     // Run the find command, retrieve the corresponding profile object and log line, then ensure
-    // that both the profile object and log line have matching stable query hashes (if any).
-    function runTestsAndGetHashes(db, {comment, test, hasQueryHash}) {
+    // that both the profile object and log line have matching query hashes (if any).
+    function runTestsAndGetHash(db, {comment, test, hasQueryHash}) {
         assert.commandWorked(db.adminCommand({clearLog: "global"}));
         assert.doesNotThrow(() => test(db, comment));
         const log = assert.commandWorked(db.adminCommand({getLog: "global"})).log;
@@ -61,19 +61,13 @@
         const logLine = retrieveLogLine(log, profileEntry);
         assert.neq(logLine, null);
 
-        // Confirm that the query hashes either exist or don't exist in both log and profile
-        // entries. If the queryHash and planCacheKey exist, ensure that the hashes from the
-        // profile entry match the log line.
+        // Confirm that the query hash either exists or does not exist in both log and profile
+        // entries. If the queryHash exists, ensures that the hash from the profile entry
+        // exists withing the log line.
         assert.eq(hasQueryHash, profileEntry.hasOwnProperty("queryHash"));
-        assert.eq(hasQueryHash, profileEntry.hasOwnProperty("planCacheKey"));
         assert.eq(hasQueryHash, (logLine.indexOf(profileEntry["queryHash"]) >= 0));
-        assert.eq(hasQueryHash, (logLine.indexOf(profileEntry["planCacheKey"]) >= 0));
-        if (hasQueryHash) {
-            return {
-                queryHash: profileEntry["queryHash"],
-                planCacheKey: profileEntry["planCacheKey"]
-            };
-        }
+        if (hasQueryHash)
+            return profileEntry["queryHash"];
         return null;
     }
 
@@ -118,14 +112,14 @@
         }
     ];
 
-    const hashValues = testList.map((testCase) => runTestsAndGetHashes(testDB, testCase));
+    const hashValues = testList.map((testCase) => runTestsAndGetHash(testDB, testCase));
 
-    // Confirm that the same shape of query has the same hashes.
+    // Confirm that the same shape of query has the same queryHash.
     assert.neq(hashValues[0], hashValues[1]);
     assert.eq(hashValues[1], hashValues[2]);
 
-    // Test that the expected 'planCacheKey' and 'queryHash' are included in the transitional
-    // log lines when an inactive cache entry is created.
+    // Test that the expected queryHash is included in the transitional log lines when an inactive
+    // cache entry is created.
     assert.commandWorked(testDB.setLogLevel(1, "query"));
     const testInactiveCreationLog = {
         comment: "Test Creating inactive entry.",
@@ -140,16 +134,14 @@
         hasQueryHash: true
 
     };
-    const onCreationHashes = runTestsAndGetHashes(testDB, testInactiveCreationLog);
+    const onCreationHash = runTestsAndGetHash(testDB, testInactiveCreationLog);
     const log = assert.commandWorked(testDB.adminCommand({getLog: "global"})).log;
 
-    // Fetch the line that logs when an inactive cache entry is created for the query with
-    // 'planCacheKey' and 'queryHash'. Confirm only one line does this.
+    // Fetch the line that logs when an inactive cache entry is created for the query with queryHash
+    // onCreationHash. Confirm only one line does this.
     const creationLogList = log.filter(
-        logLine =>
-            (logLine.indexOf("Creating inactive cache entry for query shape query") != -1 &&
-             logLine.indexOf("planCacheKey " + String(onCreationHashes.planCacheKey)) != -1 &&
-             logLine.indexOf("queryHash " + String(onCreationHashes.queryHash)) != -1));
+        logLine => (logLine.indexOf("Creating inactive cache entry for query shape query") != -1 &&
+                    logLine.indexOf(String(onCreationHash)) != -1));
     assert.eq(1, creationLogList.length);
 
     MongoRunner.stopMongod(conn);
diff --git a/jstests/noPassthrough/plan_cache_stats_agg_source.js b/jstests/noPassthrough/plan_cache_stats_agg_source.js
index cee1aa15907..cd5cde5e903 100644
--- a/jstests/noPassthrough/plan_cache_stats_agg_source.js
+++ b/jstests/noPassthrough/plan_cache_stats_agg_source.js
@@ -91,11 +91,9 @@
     assert.eq(entryStats.createdFromQuery.projection, {});
     assert(!entryStats.createdFromQuery.hasOwnProperty("collation"));
 
-    // Verify that $planCacheStats reports the same 'queryHash' and 'planCacheKey' as explain
-    // for this query shape.
+    // Verify that $planCacheStats reports the same 'queryHash' as explain for this query shape.
     explain = assert.commandWorked(coll.find({a: 1, b: 1}).explain());
     assert.eq(entryStats.queryHash, explain.queryPlanner.queryHash);
-    assert.eq(entryStats.planCacheKey, explain.queryPlanner.planCacheKey);
 
     // Since the query shape was only run once, the plan cache entry should not be active.
     assert.eq(entryStats.isActive, false);
diff --git a/src/mongo/db/commands/index_filter_commands.cpp b/src/mongo/db/commands/index_filter_commands.cpp
index f23760a4631..c9aec6823f9 100644
--- a/src/mongo/db/commands/index_filter_commands.cpp
+++ b/src/mongo/db/commands/index_filter_commands.cpp
@@ -262,7 +262,7 @@ Status ClearFilters::clear(OperationContext* opCtx,
         }
 
         unique_ptr<CanonicalQuery> cq = std::move(statusWithCQ.getValue());
-        querySettings->removeAllowedIndices(cq->encodeKey());
+        querySettings->removeAllowedIndices(planCache->computeKey(*cq));
 
         // Remove entry from plan cache
         planCache->remove(*cq).transitional_ignore();
@@ -395,7 +395,7 @@ Status SetFilter::set(OperationContext* opCtx,
     unique_ptr<CanonicalQuery> cq = std::move(statusWithCQ.getValue());
 
     // Add allowed indices to query settings, overriding any previous entries.
-    querySettings->setAllowedIndices(*cq, indexes, indexNames);
+    querySettings->setAllowedIndices(*cq, planCache->computeKey(*cq), indexes, indexNames);
 
     // Remove entry from plan cache.
     planCache->remove(*cq).transitional_ignore();
diff --git a/src/mongo/db/commands/index_filter_commands_test.cpp b/src/mongo/db/commands/index_filter_commands_test.cpp
index 3427eb1b8f7..7634481e091 100644
--- a/src/mongo/db/commands/index_filter_commands_test.cpp
+++ b/src/mongo/db/commands/index_filter_commands_test.cpp
@@ -459,8 +459,7 @@ TEST(IndexFilterCommandsTest, SetAndClearFiltersCollation) {
     ASSERT_EQUALS(StringData(filters[0].getObjectField("collation").getStringField("locale")),
                   "mock_reverse_string");
 
-    // Setting a filter will remove the cache entry associated with the query so now the plan cache
-    // should only contain the entry for the query without collation.
+    // Plan cache should only contain entry for query without collation.
     ASSERT_FALSE(planCacheContains(
         opCtx.get(), planCache, "{a: 'foo'}", "{}", "{}", "{locale: 'mock_reverse_string'}"));
     ASSERT_TRUE(planCacheContains(opCtx.get(), planCache, "{a: 'foo'}", "{}", "{}", "{}"));
diff --git a/src/mongo/db/commands/plan_cache_commands.cpp b/src/mongo/db/commands/plan_cache_commands.cpp
index f2490831ca4..ba189fa45bb 100644
--- a/src/mongo/db/commands/plan_cache_commands.cpp
+++ b/src/mongo/db/commands/plan_cache_commands.cpp
@@ -424,7 +424,6 @@ Status listPlansOriginalFormat(std::unique_ptr<CanonicalQuery> cq,
     // Append the time the entry was inserted into the plan cache.
     bob->append("timeOfCreation", entry->timeOfCreation);
     bob->append("queryHash", unsignedIntToFixedLengthHex(entry->queryHash));
-    bob->append("planCacheKey", unsignedIntToFixedLengthHex(entry->planCacheKey));
     // Append whether or not the entry is active.
     bob->append("isActive", entry->isActive);
     bob->append("works", static_cast<long long>(entry->works));
diff --git a/src/mongo/db/curop.cpp b/src/mongo/db/curop.cpp
index c0332b2469b..06b19898927 100644
--- a/src/mongo/db/curop.cpp
+++ b/src/mongo/db/curop.cpp
@@ -634,10 +634,7 @@ string OpDebug::report(Client* client,
 
     if (queryHash) {
         s << " queryHash:" << unsignedIntToFixedLengthHex(*queryHash);
-        invariant(planCacheKey);
-        s << " planCacheKey:" << unsignedIntToFixedLengthHex(*planCacheKey);
     }
-
     if (!errInfo.isOK()) {
         s << " ok:" << 0;
         if (!errInfo.reason().empty()) {
@@ -722,8 +719,6 @@ void OpDebug::append(const CurOp& curop,
 
     if (queryHash) {
         b.append("queryHash", unsignedIntToFixedLengthHex(*queryHash));
-        invariant(planCacheKey);
-        b.append("planCacheKey", unsignedIntToFixedLengthHex(*planCacheKey));
     }
 
     {
diff --git a/src/mongo/db/curop.h b/src/mongo/db/curop.h
index 1f685438508..3f3fe4b43a7 100644
--- a/src/mongo/db/curop.h
+++ b/src/mongo/db/curop.h
@@ -185,10 +185,6 @@ public:
 
     BSONObj execStats;  // Owned here.
 
-    // The hash of the PlanCache key for the query being run. This may change depending on what
-    // indexes are present.
-    boost::optional<uint32_t> planCacheKey;
-    // The hash of the query's "stable" key. This represents the query's shape.
     boost::optional<uint32_t> queryHash;
 
     // Details of any error (whether from an exception or a command returning failure).
diff --git a/src/mongo/db/query/SConscript b/src/mongo/db/query/SConscript
index 009006d125a..64018a41388 100644
--- a/src/mongo/db/query/SConscript
+++ b/src/mongo/db/query/SConscript
@@ -18,7 +18,6 @@ env.Library(
     target='query_planner',
     source=[
         "canonical_query.cpp",
-        "canonical_query_encoder.cpp",
         "index_tag.cpp",
         "parsed_projection.cpp",
         "plan_cache.cpp",
@@ -247,17 +246,6 @@ env.CppUnitTest(
 )
 
 env.CppUnitTest(
-    target="canonical_query_encoder_test",
-    source=[
-        "canonical_query_encoder_test.cpp"
-    ],
-    LIBDEPS=[
-        "query_planner",
-        "query_test_service_context",
-    ],
-)
-
-env.CppUnitTest(
     target="index_bounds_test",
     source=[
         "index_bounds_builder_test.cpp",
diff --git a/src/mongo/db/query/canonical_query.cpp b/src/mongo/db/query/canonical_query.cpp
index d1196de88ba..39c7ecdee16 100644
--- a/src/mongo/db/query/canonical_query.cpp
+++ b/src/mongo/db/query/canonical_query.cpp
@@ -38,7 +38,6 @@
 #include "mongo/db/matcher/expression_array.h"
 #include "mongo/db/namespace_string.h"
 #include "mongo/db/operation_context.h"
-#include "mongo/db/query/canonical_query_encoder.h"
 #include "mongo/db/query/collation/collator_factory_interface.h"
 #include "mongo/db/query/indexability.h"
 #include "mongo/db/query/query_planner_common.h"
@@ -479,8 +478,4 @@ std::string CanonicalQuery::toStringShort() const {
     return ss;
 }
 
-CanonicalQuery::QueryShapeString CanonicalQuery::encodeKey() const {
-    return canonical_query_encoder::encode(*this);
-}
-
 }  // namespace mongo
diff --git a/src/mongo/db/query/canonical_query.h b/src/mongo/db/query/canonical_query.h
index cdee7aef60d..b94b310a00d 100644
--- a/src/mongo/db/query/canonical_query.h
+++ b/src/mongo/db/query/canonical_query.h
@@ -46,10 +46,6 @@ class OperationContext;
 
 class CanonicalQuery {
 public:
-    // A type that encodes the notion of query shape. Essentialy a query's match, projection and
-    // sort with the values taken out.
-    typedef std::string QueryShapeString;
-
     /**
      * If parsing succeeds, returns a std::unique_ptr<CanonicalQuery> representing the parsed
      * query (which will never be NULL).  If parsing fails, returns an error Status.
@@ -129,12 +125,6 @@ public:
     }
 
     /**
-     * Compute the "shape" of this query by encoding the match, projection and sort, and stripping
-     * out the appropriate values.
-     */
-    QueryShapeString encodeKey() const;
-
-    /**
      * Sets this CanonicalQuery's collator, and sets the collator on this CanonicalQuery's match
      * expression tree.
      *
diff --git a/src/mongo/db/query/canonical_query_encoder.cpp b/src/mongo/db/query/canonical_query_encoder.cpp
deleted file mode 100644
index 4a4050409aa..00000000000
--- a/src/mongo/db/query/canonical_query_encoder.cpp
+++ /dev/null
@@ -1,525 +0,0 @@
-/**
- *    Copyright (C) 2018-present MongoDB, Inc.
- *
- *    This program is free software: you can redistribute it and/or modify
- *    it under the terms of the Server Side Public License, version 1,
- *    as published by MongoDB, Inc.
- *
- *    This program is distributed in the hope that it will be useful,
- *    but WITHOUT ANY WARRANTY; without even the implied warranty of
- *    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- *    Server Side Public License for more details.
- *
- *    You should have received a copy of the Server Side Public License
- *    along with this program. If not, see
- *    <http://www.mongodb.com/licensing/server-side-public-license>.
- *
- *    As a special exception, the copyright holders give permission to link the
- *    code of portions of this program with the OpenSSL library under certain
- *    conditions as described in each individual source file and distribute
- *    linked combinations including the program with the OpenSSL library. You
- *    must comply with the Server Side Public License in all respects for
- *    all of the code used other than as permitted herein. If you modify file(s)
- *    with this exception, you may extend this exception to your version of the
- *    file(s), but you are not obligated to do so. If you do not wish to do so,
- *    delete this exception statement from your version. If you delete this
- *    exception statement from all source files in the program, then also delete
- *    it in the license file.
- */
-
-#define MONGO_LOG_DEFAULT_COMPONENT ::mongo::logger::LogComponent::kQuery
-
-#include "mongo/platform/basic.h"
-
-#include "mongo/db/query/canonical_query_encoder.h"
-
-#include <boost/iterator/transform_iterator.hpp>
-
-#include "mongo/base/simple_string_data_comparator.h"
-#include "mongo/db/matcher/expression_array.h"
-#include "mongo/db/matcher/expression_geo.h"
-#include "mongo/util/log.h"
-
-namespace mongo {
-namespace {
-
-// Delimiters for cache key encoding.
-const char kEncodeChildrenBegin = '[';
-const char kEncodeChildrenEnd = ']';
-const char kEncodeChildrenSeparator = ',';
-const char kEncodeCollationSection = '#';
-const char kEncodeProjectionSection = '|';
-const char kEncodeRegexFlagsSeparator = '/';
-const char kEncodeSortSection = '~';
-
-/**
- * Encode user-provided string. Cache key delimiters seen in the
- * user string are escaped with a backslash.
- */
-void encodeUserString(StringData s, StringBuilder* keyBuilder) {
-    for (size_t i = 0; i < s.size(); ++i) {
-        char c = s[i];
-        switch (c) {
-            case kEncodeChildrenBegin:
-            case kEncodeChildrenEnd:
-            case kEncodeChildrenSeparator:
-            case kEncodeCollationSection:
-            case kEncodeProjectionSection:
-            case kEncodeRegexFlagsSeparator:
-            case kEncodeSortSection:
-            case '\\':
-                *keyBuilder << '\\';
-            // Fall through to default case.
-            default:
-                *keyBuilder << c;
-        }
-    }
-}
-
-/**
- * String encoding of MatchExpression::MatchType.
- */
-const char* encodeMatchType(MatchExpression::MatchType mt) {
-    switch (mt) {
-        case MatchExpression::AND:
-            return "an";
-
-        case MatchExpression::OR:
-            return "or";
-
-        case MatchExpression::NOR:
-            return "nr";
-
-        case MatchExpression::NOT:
-            return "nt";
-
-        case MatchExpression::ELEM_MATCH_OBJECT:
-            return "eo";
-
-        case MatchExpression::ELEM_MATCH_VALUE:
-            return "ev";
-
-        case MatchExpression::SIZE:
-            return "sz";
-
-        case MatchExpression::LTE:
-            return "le";
-
-        case MatchExpression::LT:
-            return "lt";
-
-        case MatchExpression::EQ:
-            return "eq";
-
-        case MatchExpression::GT:
-            return "gt";
-
-        case MatchExpression::GTE:
-            return "ge";
-
-        case MatchExpression::REGEX:
-            return "re";
-
-        case MatchExpression::MOD:
-            return "mo";
-
-        case MatchExpression::EXISTS:
-            return "ex";
-
-        case MatchExpression::MATCH_IN:
-            return "in";
-
-        case MatchExpression::TYPE_OPERATOR:
-            return "ty";
-
-        case MatchExpression::GEO:
-            return "go";
-
-        case MatchExpression::WHERE:
-            return "wh";
-
-        case MatchExpression::ALWAYS_FALSE:
-            return "af";
-
-        case MatchExpression::ALWAYS_TRUE:
-            return "at";
-
-        case MatchExpression::GEO_NEAR:
-            return "gn";
-
-        case MatchExpression::TEXT:
-            return "te";
-
-        case MatchExpression::BITS_ALL_SET:
-            return "ls";
-
-        case MatchExpression::BITS_ALL_CLEAR:
-            return "lc";
-
-        case MatchExpression::BITS_ANY_SET:
-            return "ys";
-
-        case MatchExpression::BITS_ANY_CLEAR:
-            return "yc";
-
-        case MatchExpression::EXPRESSION:
-            return "xp";
-
-        case MatchExpression::INTERNAL_EXPR_EQ:
-            return "ee";
-
-        case MatchExpression::INTERNAL_SCHEMA_ALL_ELEM_MATCH_FROM_INDEX:
-            return "internalSchemaAllElemMatchFromIndex";
-
-        case MatchExpression::INTERNAL_SCHEMA_ALLOWED_PROPERTIES:
-            return "internalSchemaAllowedProperties";
-
-        case MatchExpression::INTERNAL_SCHEMA_COND:
-            return "internalSchemaCond";
-
-        case MatchExpression::INTERNAL_SCHEMA_EQ:
-            return "internalSchemaEq";
-
-        case MatchExpression::INTERNAL_SCHEMA_FMOD:
-            return "internalSchemaFmod";
-
-        case MatchExpression::INTERNAL_SCHEMA_MIN_ITEMS:
-            return "internalSchemaMinItems";
-
-        case MatchExpression::INTERNAL_SCHEMA_MAX_ITEMS:
-            return "internalSchemaMaxItems";
-
-        case MatchExpression::INTERNAL_SCHEMA_UNIQUE_ITEMS:
-            return "internalSchemaUniqueItems";
-
-        case MatchExpression::INTERNAL_SCHEMA_XOR:
-            return "internalSchemaXor";
-
-        case MatchExpression::INTERNAL_SCHEMA_OBJECT_MATCH:
-            return "internalSchemaObjectMatch";
-
-        case MatchExpression::INTERNAL_SCHEMA_ROOT_DOC_EQ:
-            return "internalSchemaRootDocEq";
-
-        case MatchExpression::INTERNAL_SCHEMA_MIN_LENGTH:
-            return "internalSchemaMinLength";
-
-        case MatchExpression::INTERNAL_SCHEMA_MAX_LENGTH:
-            return "internalSchemaMaxLength";
-
-        case MatchExpression::INTERNAL_SCHEMA_MIN_PROPERTIES:
-            return "internalSchemaMinProperties";
-
-        case MatchExpression::INTERNAL_SCHEMA_MAX_PROPERTIES:
-            return "internalSchemaMaxProperties";
-
-        case MatchExpression::INTERNAL_SCHEMA_MATCH_ARRAY_INDEX:
-            return "internalSchemaMatchArrayIndex";
-
-        case MatchExpression::INTERNAL_SCHEMA_TYPE:
-            return "internalSchemaType";
-
-        default:
-            MONGO_UNREACHABLE;
-    }
-}
-
-/**
- * Encodes GEO match expression.
- * Encoding includes:
- * - type of geo query (within/intersect/near)
- * - geometry type
- * - CRS (flat or spherical)
- */
-void encodeGeoMatchExpression(const GeoMatchExpression* tree, StringBuilder* keyBuilder) {
-    const GeoExpression& geoQuery = tree->getGeoExpression();
-
-    // Type of geo query.
-    switch (geoQuery.getPred()) {
-        case GeoExpression::WITHIN:
-            *keyBuilder << "wi";
-            break;
-        case GeoExpression::INTERSECT:
-            *keyBuilder << "in";
-            break;
-        case GeoExpression::INVALID:
-            *keyBuilder << "id";
-            break;
-    }
-
-    // Geometry type.
-    // Only one of the shared_ptrs in GeoContainer may be non-NULL.
-    *keyBuilder << geoQuery.getGeometry().getDebugType();
-
-    // CRS (flat or spherical)
-    if (FLAT == geoQuery.getGeometry().getNativeCRS()) {
-        *keyBuilder << "fl";
-    } else if (SPHERE == geoQuery.getGeometry().getNativeCRS()) {
-        *keyBuilder << "sp";
-    } else if (STRICT_SPHERE == geoQuery.getGeometry().getNativeCRS()) {
-        *keyBuilder << "ss";
-    } else {
-        error() << "unknown CRS type " << (int)geoQuery.getGeometry().getNativeCRS()
-                << " in geometry of type " << geoQuery.getGeometry().getDebugType();
-        MONGO_UNREACHABLE;
-    }
-}
-
-/**
- * Encodes GEO_NEAR match expression.
- * Encode:
- * - isNearSphere
- * - CRS (flat or spherical)
- */
-void encodeGeoNearMatchExpression(const GeoNearMatchExpression* tree, StringBuilder* keyBuilder) {
-    const GeoNearExpression& nearQuery = tree->getData();
-
-    // isNearSphere
-    *keyBuilder << (nearQuery.isNearSphere ? "ns" : "nr");
-
-    // CRS (flat or spherical or strict-winding spherical)
-    switch (nearQuery.centroid->crs) {
-        case FLAT:
-            *keyBuilder << "fl";
-            break;
-        case SPHERE:
-            *keyBuilder << "sp";
-            break;
-        case STRICT_SPHERE:
-            *keyBuilder << "ss";
-            break;
-        case UNSET:
-            error() << "unknown CRS type " << (int)nearQuery.centroid->crs
-                    << " in point geometry for near query";
-            MONGO_UNREACHABLE;
-            break;
-    }
-}
-
-template <class T>
-char encodeEnum(T val) {
-    static_assert(static_cast<int>(T::kMax) <= 9,
-                  "enum has too many values to encode as a value between '0' and '9'. You must "
-                  "change the encoding scheme");
-    invariant(val <= T::kMax);
-
-    return static_cast<char>(val) + '0';
-}
-
-void encodeCollation(const CollatorInterface* collation, StringBuilder* keyBuilder) {
-    if (!collation) {
-        return;
-    }
-
-    const CollationSpec& spec = collation->getSpec();
-
-    *keyBuilder << kEncodeCollationSection;
-    *keyBuilder << spec.localeID;
-    *keyBuilder << spec.caseLevel;
-
-    // Ensure that we can encode this value with a single ascii byte '0' through '9'.
-    *keyBuilder << encodeEnum(spec.caseFirst);
-    *keyBuilder << encodeEnum(spec.strength);
-    *keyBuilder << spec.numericOrdering;
-
-    *keyBuilder << encodeEnum(spec.alternate);
-    *keyBuilder << encodeEnum(spec.maxVariable);
-    *keyBuilder << spec.normalization;
-    *keyBuilder << spec.backwards;
-
-    // We do not encode 'spec.version' because query shape strings are never persisted, and need
-    // not be stable between versions.
-}
-
-template <class RegexIterator>
-void encodeRegexFlagsForMatch(RegexIterator first, RegexIterator last, StringBuilder* keyBuilder) {
-    // We sort the flags, so that queries with the same regex flags in different orders will have
-    // the same shape. We then add them to a set, so that identical flags across multiple regexes
-    // will be deduplicated and the resulting set of unique flags will be ordered consistently.
-    // Regex flags are not validated at parse-time, so we also ensure that only valid flags
-    // contribute to the encoding.
-    static const auto maxValidFlags = RegexMatchExpression::kValidRegexFlags.size();
-    std::set<char> flags;
-    for (auto it = first; it != last && flags.size() < maxValidFlags; ++it) {
-        auto inserter = std::inserter(flags, flags.begin());
-        std::copy_if((*it)->getFlags().begin(), (*it)->getFlags().end(), inserter, [](auto flag) {
-            return RegexMatchExpression::kValidRegexFlags.count(flag);
-        });
-    }
-    if (!flags.empty()) {
-        *keyBuilder << kEncodeRegexFlagsSeparator;
-        for (const auto& flag : flags) {
-            invariant(RegexMatchExpression::kValidRegexFlags.count(flag));
-            encodeUserString(StringData(&flag, 1), keyBuilder);
-        }
-        *keyBuilder << kEncodeRegexFlagsSeparator;
-    }
-}
-
-// Helper overload to prepare a vector of unique_ptrs for the heavy-lifting function above.
-void encodeRegexFlagsForMatch(const std::vector<std::unique_ptr<RegexMatchExpression>>& regexes,
-                              StringBuilder* keyBuilder) {
-    const auto transformFunc = [](const auto& regex) { return regex.get(); };
-    encodeRegexFlagsForMatch(boost::make_transform_iterator(regexes.begin(), transformFunc),
-                             boost::make_transform_iterator(regexes.end(), transformFunc),
-                             keyBuilder);
-}
-// Helper that passes a range covering the entire source set into the heavy-lifting function above.
-void encodeRegexFlagsForMatch(const std::vector<const RegexMatchExpression*>& regexes,
-                              StringBuilder* keyBuilder) {
-    encodeRegexFlagsForMatch(regexes.begin(), regexes.end(), keyBuilder);
-}
-
-/**
- * Traverses expression tree pre-order.
- * Appends an encoding of each node's match type and path name
- * to the output stream.
- */
-void encodeKeyForMatch(const MatchExpression* tree, StringBuilder* keyBuilder) {
-    invariant(keyBuilder);
-
-    // Encode match type and path.
-    *keyBuilder << encodeMatchType(tree->matchType());
-
-    encodeUserString(tree->path(), keyBuilder);
-
-    // GEO and GEO_NEAR require additional encoding.
-    if (MatchExpression::GEO == tree->matchType()) {
-        encodeGeoMatchExpression(static_cast<const GeoMatchExpression*>(tree), keyBuilder);
-    } else if (MatchExpression::GEO_NEAR == tree->matchType()) {
-        encodeGeoNearMatchExpression(static_cast<const GeoNearMatchExpression*>(tree), keyBuilder);
-    }
-
-    // We encode regular expression flags such that different options produce different shapes.
-    if (MatchExpression::REGEX == tree->matchType()) {
-        encodeRegexFlagsForMatch({static_cast<const RegexMatchExpression*>(tree)}, keyBuilder);
-    } else if (MatchExpression::MATCH_IN == tree->matchType()) {
-        const auto* inMatch = static_cast<const InMatchExpression*>(tree);
-        if (!inMatch->getRegexes().empty()) {
-            // Append '_re' to distinguish an $in without regexes from an $in with regexes.
-            encodeUserString("_re"_sd, keyBuilder);
-            encodeRegexFlagsForMatch(inMatch->getRegexes(), keyBuilder);
-        }
-    }
-
-    // Traverse child nodes.
-    // Enclose children in [].
-    if (tree->numChildren() > 0) {
-        *keyBuilder << kEncodeChildrenBegin;
-    }
-    // Use comma to separate children encoding.
-    for (size_t i = 0; i < tree->numChildren(); ++i) {
-        if (i > 0) {
-            *keyBuilder << kEncodeChildrenSeparator;
-        }
-        encodeKeyForMatch(tree->getChild(i), keyBuilder);
-    }
-
-    if (tree->numChildren() > 0) {
-        *keyBuilder << kEncodeChildrenEnd;
-    }
-}
-
-/**
-* Encodes sort order into cache key.
-* Sort order is normalized because it provided by
-* QueryRequest.
-*/
-void encodeKeyForSort(const BSONObj& sortObj, StringBuilder* keyBuilder) {
-    if (sortObj.isEmpty()) {
-        return;
-    }
-
-    *keyBuilder << kEncodeSortSection;
-
-    BSONObjIterator it(sortObj);
-    while (it.more()) {
-        BSONElement elt = it.next();
-        // $meta text score
-        if (QueryRequest::isTextScoreMeta(elt)) {
-            *keyBuilder << "t";
-        }
-        // Ascending
-        else if (elt.numberInt() == 1) {
-            *keyBuilder << "a";
-        }
-        // Descending
-        else {
-            *keyBuilder << "d";
-        }
-        encodeUserString(elt.fieldName(), keyBuilder);
-
-        // Sort argument separator
-        if (it.more()) {
-            *keyBuilder << ",";
-        }
-    }
-}
-
-/**
-* Encodes parsed projection into cache key.
-* Does a simple toString() on each projected field
-* in the BSON object.
-* Orders the encoded elements in the projection by field name.
-* This handles all the special projection types ($meta, $elemMatch, etc.)
-*/
-void encodeKeyForProj(const BSONObj& projObj, StringBuilder* keyBuilder) {
-    // Sorts the BSON elements by field name using a map.
-    std::map<StringData, BSONElement> elements;
-
-    BSONObjIterator it(projObj);
-    while (it.more()) {
-        BSONElement elt = it.next();
-        StringData fieldName = elt.fieldNameStringData();
-
-        // Internal callers may add $-prefixed fields to the projection. These are not part of a
-        // user query, and therefore are not considered part of the cache key.
-        if (fieldName[0] == '$') {
-            continue;
-        }
-
-        elements[fieldName] = elt;
-    }
-
-    if (!elements.empty()) {
-        *keyBuilder << kEncodeProjectionSection;
-    }
-
-    // Read elements in order of field name
-    for (std::map<StringData, BSONElement>::const_iterator i = elements.begin();
-         i != elements.end();
-         ++i) {
-        const BSONElement& elt = (*i).second;
-
-        if (elt.type() != BSONType::Object) {
-            // For inclusion/exclusion projections, we encode as "i" or "e".
-            *keyBuilder << (elt.trueValue() ? "i" : "e");
-        } else {
-            // For projection operators, we use the verbatim string encoding of the element.
-            encodeUserString(elt.toString(false,   // includeFieldName
-                                          false),  // full
-                             keyBuilder);
-        }
-
-        encodeUserString(elt.fieldName(), keyBuilder);
-    }
-}
-}  // namespace
-
-namespace canonical_query_encoder {
-
-CanonicalQuery::QueryShapeString encode(const CanonicalQuery& cq) {
-    StringBuilder keyBuilder;
-    encodeKeyForMatch(cq.root(), &keyBuilder);
-    encodeKeyForSort(cq.getQueryRequest().getSort(), &keyBuilder);
-    encodeKeyForProj(cq.getQueryRequest().getProj(), &keyBuilder);
-    encodeCollation(cq.getCollator(), &keyBuilder);
-
-    return keyBuilder.str();
-}
-
-uint32_t computeHash(StringData key) {
-    return SimpleStringDataComparator::kInstance.hash(key);
-}
-}  // namespace canonical_query_encoder
-}  // namespace mongo
diff --git a/src/mongo/db/query/canonical_query_encoder.h b/src/mongo/db/query/canonical_query_encoder.h
deleted file mode 100644
index d0019ba08c9..00000000000
--- a/src/mongo/db/query/canonical_query_encoder.h
+++ /dev/null
@@ -1,49 +0,0 @@
-/**
- *    Copyright (C) 2018-present MongoDB, Inc.
- *
- *    This program is free software: you can redistribute it and/or modify
- *    it under the terms of the Server Side Public License, version 1,
- *    as published by MongoDB, Inc.
- *
- *    This program is distributed in the hope that it will be useful,
- *    but WITHOUT ANY WARRANTY; without even the implied warranty of
- *    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- *    Server Side Public License for more details.
- *
- *    You should have received a copy of the Server Side Public License
- *    along with this program. If not, see
- *    <http://www.mongodb.com/licensing/server-side-public-license>.
- *
- *    As a special exception, the copyright holders give permission to link the
- *    code of portions of this program with the OpenSSL library under certain
- *    conditions as described in each individual source file and distribute
- *    linked combinations including the program with the OpenSSL library. You
- *    must comply with the Server Side Public License in all respects for
- *    all of the code used other than as permitted herein. If you modify file(s)
- *    with this exception, you may extend this exception to your version of the
- *    file(s), but you are not obligated to do so. If you do not wish to do so,
- *    delete this exception statement from your version. If you delete this
- *    exception statement from all source files in the program, then also delete
- *    it in the license file.
- */
-
-#pragma once
-
-#include "mongo/db/query/plan_cache.h"
-
-namespace mongo {
-namespace canonical_query_encoder {
-/**
- * Encode the given CanonicalQuery into a string representation which represents the shape of the
- * query. This is done by encoding the match, projection and sort and stripping the values from the
- * match. Two queries with the same shape may not necessarily be able to use the same plan, so the
- * plan cache has to add information to discriminate between queries with the same shape.
- */
-CanonicalQuery::QueryShapeString encode(const CanonicalQuery& cq);
-
-/**
- * Returns a hash of the given key (produced from either a QueryShapeString or a PlanCacheKey).
- */
-uint32_t computeHash(StringData key);
-}
-}
diff --git a/src/mongo/db/query/canonical_query_encoder_test.cpp b/src/mongo/db/query/canonical_query_encoder_test.cpp
deleted file mode 100644
index 672336e090b..00000000000
--- a/src/mongo/db/query/canonical_query_encoder_test.cpp
+++ /dev/null
@@ -1,286 +0,0 @@
-/**
- *    Copyright (C) 2018-present MongoDB, Inc.
- *
- *    This program is free software: you can redistribute it and/or modify
- *    it under the terms of the Server Side Public License, version 1,
- *    as published by MongoDB, Inc.
- *
- *    This program is distributed in the hope that it will be useful,
- *    but WITHOUT ANY WARRANTY; without even the implied warranty of
- *    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- *    Server Side Public License for more details.
- *
- *    You should have received a copy of the Server Side Public License
- *    along with this program. If not, see
- *    <http://www.mongodb.com/licensing/server-side-public-license>.
- *
- *    As a special exception, the copyright holders give permission to link the
- *    code of portions of this program with the OpenSSL library under certain
- *    conditions as described in each individual source file and distribute
- *    linked combinations including the program with the OpenSSL library. You
- *    must comply with the Server Side Public License in all respects for
- *    all of the code used other than as permitted herein. If you modify file(s)
- *    with this exception, you may extend this exception to your version of the
- *    file(s), but you are not obligated to do so. If you do not wish to do so,
- *    delete this exception statement from your version. If you delete this
- *    exception statement from all source files in the program, then also delete
- *    it in the license file.
- */
-
-#include "mongo/db/query/canonical_query_encoder.h"
-
-#include "mongo/db/jsobj.h"
-#include "mongo/db/json.h"
-#include "mongo/db/pipeline/expression_context_for_test.h"
-#include "mongo/db/query/canonical_query.h"
-#include "mongo/db/query/query_test_service_context.h"
-#include "mongo/unittest/unittest.h"
-#include "mongo/util/assert_util.h"
-
-
-namespace mongo {
-namespace {
-
-using std::unique_ptr;
-
-static const NamespaceString nss("testdb.testcoll");
-
-/**
- * Utility functions to create a CanonicalQuery
- */
-unique_ptr<CanonicalQuery> canonicalize(BSONObj query,
-                                        BSONObj sort,
-                                        BSONObj proj,
-                                        BSONObj collation) {
-    QueryTestServiceContext serviceContext;
-    auto opCtx = serviceContext.makeOperationContext();
-
-    auto qr = stdx::make_unique<QueryRequest>(nss);
-    qr->setFilter(query);
-    qr->setSort(sort);
-    qr->setProj(proj);
-    qr->setCollation(collation);
-    const boost::intrusive_ptr<ExpressionContext> expCtx;
-    auto statusWithCQ =
-        CanonicalQuery::canonicalize(opCtx.get(),
-                                     std::move(qr),
-                                     expCtx,
-                                     ExtensionsCallbackNoop(),
-                                     MatchExpressionParser::kAllowAllSpecialFeatures);
-    ASSERT_OK(statusWithCQ.getStatus());
-    return std::move(statusWithCQ.getValue());
-}
-
-unique_ptr<CanonicalQuery> canonicalize(const char* queryStr) {
-    BSONObj queryObj = fromjson(queryStr);
-    return canonicalize(queryObj, {}, {}, {});
-}
-
-
-/**
- * Test functions for computeKey, when no indexes are present. Cache keys are intentionally
- * obfuscated and are meaningful only within the current lifetime of the server process. Users
- * should treat plan cache keys as opaque.
- */
-
-void testComputeKey(const CanonicalQuery& cq, const char* expectedStr) {
-    const auto key = cq.encodeKey();
-    StringData expectedKey(expectedStr);
-    if (key != expectedKey) {
-        str::stream ss;
-        ss << "Unexpected plan cache key. Expected: " << expectedKey << ". Actual: " << key
-           << ". Query: " << cq.toString();
-        FAIL(ss);
-    }
-}
-
-void testComputeKey(BSONObj query, BSONObj sort, BSONObj proj, const char* expectedStr) {
-    BSONObj collation;
-    unique_ptr<CanonicalQuery> cq(canonicalize(query, sort, proj, collation));
-    testComputeKey(*cq, expectedStr);
-}
-
-void testComputeKey(const char* queryStr,
-                    const char* sortStr,
-                    const char* projStr,
-                    const char* expectedStr) {
-    testComputeKey(fromjson(queryStr), fromjson(sortStr), fromjson(projStr), expectedStr);
-}
-
-TEST(CanonicalQueryEncoderTest, ComputeKey) {
-    // Generated cache keys should be treated as opaque to the user.
-
-    // No sorts
-    testComputeKey("{}", "{}", "{}", "an");
-    testComputeKey("{$or: [{a: 1}, {b: 2}]}", "{}", "{}", "or[eqa,eqb]");
-    testComputeKey("{$or: [{a: 1}, {b: 1}, {c: 1}], d: 1}", "{}", "{}", "an[or[eqa,eqb,eqc],eqd]");
-    testComputeKey("{$or: [{a: 1}, {b: 1}], c: 1, d: 1}", "{}", "{}", "an[or[eqa,eqb],eqc,eqd]");
-    testComputeKey("{a: 1, b: 1, c: 1}", "{}", "{}", "an[eqa,eqb,eqc]");
-    testComputeKey("{a: 1, beqc: 1}", "{}", "{}", "an[eqa,eqbeqc]");
-    testComputeKey("{ap1a: 1}", "{}", "{}", "eqap1a");
-    testComputeKey("{aab: 1}", "{}", "{}", "eqaab");
-
-    // With sort
-    testComputeKey("{}", "{a: 1}", "{}", "an~aa");
-    testComputeKey("{}", "{a: -1}", "{}", "an~da");
-    testComputeKey("{}",
-                   "{a: {$meta: 'textScore'}}",
-                   "{a: {$meta: 'textScore'}}",
-                   "an~ta|{ $meta: \"textScore\" }a");
-    testComputeKey("{a: 1}", "{b: 1}", "{}", "eqa~ab");
-
-    // With projection
-    testComputeKey("{}", "{}", "{a: 1}", "an|ia");
-    testComputeKey("{}", "{}", "{a: -1}", "an|ia");
-    testComputeKey("{}", "{}", "{a: -1.0}", "an|ia");
-    testComputeKey("{}", "{}", "{a: true}", "an|ia");
-    testComputeKey("{}", "{}", "{a: 0}", "an|ea");
-    testComputeKey("{}", "{}", "{a: false}", "an|ea");
-    testComputeKey("{}", "{}", "{a: 99}", "an|ia");
-    testComputeKey("{}", "{}", "{a: 'foo'}", "an|ia");
-    testComputeKey("{}", "{}", "{a: {$slice: [3, 5]}}", "an|{ $slice: \\[ 3\\, 5 \\] }a");
-    testComputeKey("{}", "{}", "{a: {$elemMatch: {x: 2}}}", "an|{ $elemMatch: { x: 2 } }a");
-    testComputeKey("{}", "{}", "{a: ObjectId('507f191e810c19729de860ea')}", "an|ia");
-    testComputeKey("{a: 1}", "{}", "{'a.$': 1}", "eqa|ia.$");
-    testComputeKey("{a: 1}", "{}", "{a: 1}", "eqa|ia");
-
-    // Projection should be order-insensitive
-    testComputeKey("{}", "{}", "{a: 1, b: 1}", "an|iaib");
-    testComputeKey("{}", "{}", "{b: 1, a: 1}", "an|iaib");
-
-    // With or-elimination and projection
-    testComputeKey("{$or: [{a: 1}]}", "{}", "{_id: 0, a: 1}", "eqa|e_idia");
-    testComputeKey("{$or: [{a: 1}]}", "{}", "{'a.$': 1}", "eqa|ia.$");
-}
-
-// Delimiters found in user field names or non-standard projection field values
-// must be escaped.
-TEST(CanonicalQueryEncoderTest, ComputeKeyEscaped) {
-    // Field name in query.
-    testComputeKey("{'a,[]~|<>': 1}", "{}", "{}", "eqa\\,\\[\\]\\~\\|<>");
-
-    // Field name in sort.
-    testComputeKey("{}", "{'a,[]~|<>': 1}", "{}", "an~aa\\,\\[\\]\\~\\|<>");
-
-    // Field name in projection.
-    testComputeKey("{}", "{}", "{'a,[]~|<>': 1}", "an|ia\\,\\[\\]\\~\\|<>");
-
-    // Value in projection.
-    testComputeKey("{}", "{}", "{a: 'foo,[]~|<>'}", "an|ia");
-}
-
-// Cache keys for $geoWithin queries with legacy and GeoJSON coordinates should
-// not be the same.
-TEST(CanonicalQueryEncoderTest, ComputeKeyGeoWithin) {
-    PlanCache planCache;
-
-    // Legacy coordinates.
-    unique_ptr<CanonicalQuery> cqLegacy(
-        canonicalize("{a: {$geoWithin: "
-                     "{$box: [[-180, -90], [180, 90]]}}}"));
-    // GeoJSON coordinates.
-    unique_ptr<CanonicalQuery> cqNew(
-        canonicalize("{a: {$geoWithin: "
-                     "{$geometry: {type: 'Polygon', coordinates: "
-                     "[[[0, 0], [0, 90], [90, 0], [0, 0]]]}}}}"));
-    ASSERT_NOT_EQUALS(planCache.computeKey(*cqLegacy), planCache.computeKey(*cqNew));
-}
-
-// GEO_NEAR cache keys should include information on geometry and CRS in addition
-// to the match type and field name.
-TEST(CanonicalQueryEncoderTest, ComputeKeyGeoNear) {
-    testComputeKey("{a: {$near: [0,0], $maxDistance:0.3 }}", "{}", "{}", "gnanrfl");
-    testComputeKey("{a: {$nearSphere: [0,0], $maxDistance: 0.31 }}", "{}", "{}", "gnanssp");
-    testComputeKey(
-        "{a: {$geoNear: {$geometry: {type: 'Point', coordinates: [0,0]},"
-        "$maxDistance:100}}}",
-        "{}",
-        "{}",
-        "gnanrsp");
-}
-
-TEST(CanonicalQueryEncoderTest, ComputeKeyRegexDependsOnFlags) {
-    testComputeKey("{a: {$regex: \"sometext\"}}", "{}", "{}", "rea");
-    testComputeKey("{a: {$regex: \"sometext\", $options: \"\"}}", "{}", "{}", "rea");
-
-    testComputeKey("{a: {$regex: \"sometext\", $options: \"s\"}}", "{}", "{}", "rea/s/");
-    testComputeKey("{a: {$regex: \"sometext\", $options: \"ms\"}}", "{}", "{}", "rea/ms/");
-
-    // Test that the ordering of $options doesn't matter.
-    testComputeKey("{a: {$regex: \"sometext\", $options: \"im\"}}", "{}", "{}", "rea/im/");
-    testComputeKey("{a: {$regex: \"sometext\", $options: \"mi\"}}", "{}", "{}", "rea/im/");
-
-    // Test that only the options affect the key. Two regex match expressions with the same options
-    // but different $regex values should have the same shape.
-    testComputeKey("{a: {$regex: \"abc\", $options: \"mi\"}}", "{}", "{}", "rea/im/");
-    testComputeKey("{a: {$regex: \"efg\", $options: \"mi\"}}", "{}", "{}", "rea/im/");
-
-    testComputeKey("{a: {$regex: \"\", $options: \"ms\"}}", "{}", "{}", "rea/ms/");
-    testComputeKey("{a: {$regex: \"___\", $options: \"ms\"}}", "{}", "{}", "rea/ms/");
-
-    // Test that only valid regex flags contribute to the plan cache key encoding.
-    testComputeKey(BSON("a" << BSON("$regex"
-                                    << "abc"
-                                    << "$options"
-                                    << "abcdefghijklmnopqrstuvwxyz")),
-                   {},
-                   {},
-                   "rea/imsx/");
-    testComputeKey("{a: /abc/gim}", "{}", "{}", "rea/im/");
-}
-
-TEST(CanonicalQueryEncoderTest, ComputeKeyMatchInDependsOnPresenceOfRegexAndFlags) {
-    // Test that an $in containing a single regex is unwrapped to $regex.
-    testComputeKey("{a: {$in: [/foo/]}}", "{}", "{}", "rea");
-    testComputeKey("{a: {$in: [/foo/i]}}", "{}", "{}", "rea/i/");
-
-    // Test that an $in with no regexes does not include any regex information.
-    testComputeKey("{a: {$in: [1, 'foo']}}", "{}", "{}", "ina");
-
-    // Test that an $in with a regex encodes the presence of the regex.
-    testComputeKey("{a: {$in: [1, /foo/]}}", "{}", "{}", "ina_re");
-
-    // Test that an $in with a regex encodes the presence of the regex and its flags.
-    testComputeKey("{a: {$in: [1, /foo/is]}}", "{}", "{}", "ina_re/is/");
-
-    // Test that the computed key is invariant to the order of the flags within each regex.
-    testComputeKey("{a: {$in: [1, /foo/si]}}", "{}", "{}", "ina_re/is/");
-
-    // Test that an $in with multiple regexes encodes all unique flags.
-    testComputeKey("{a: {$in: [1, /foo/i, /bar/m, /baz/s]}}", "{}", "{}", "ina_re/ims/");
-
-    // Test that an $in with multiple regexes deduplicates identical flags.
-    testComputeKey(
-        "{a: {$in: [1, /foo/i, /bar/m, /baz/s, /qux/i, /quux/s]}}", "{}", "{}", "ina_re/ims/");
-
-    // Test that the computed key is invariant to the ordering of the flags across regexes.
-    testComputeKey("{a: {$in: [1, /foo/ism, /bar/msi, /baz/im, /qux/si, /quux/im]}}",
-                   "{}",
-                   "{}",
-                   "ina_re/ims/");
-    testComputeKey("{a: {$in: [1, /foo/msi, /bar/ism, /baz/is, /qux/mi, /quux/im]}}",
-                   "{}",
-                   "{}",
-                   "ina_re/ims/");
-
-    // Test that $not-$in-$regex similarly records the presence and flags of any regexes.
-    testComputeKey("{a: {$not: {$in: [1, 'foo']}}}", "{}", "{}", "nt[ina]");
-    testComputeKey("{a: {$not: {$in: [1, /foo/]}}}", "{}", "{}", "nt[ina_re]");
-    testComputeKey(
-        "{a: {$not: {$in: [1, /foo/i, /bar/i, /baz/msi]}}}", "{}", "{}", "nt[ina_re/ims/]");
-
-    // Test that a $not-$in containing a single regex is unwrapped to $not-$regex.
-    testComputeKey("{a: {$not: {$in: [/foo/]}}}", "{}", "{}", "nt[rea]");
-    testComputeKey("{a: {$not: {$in: [/foo/i]}}}", "{}", "{}", "nt[rea/i/]");
-}
-
-TEST(CanonicalQueryEncoderTest, CheckCollationIsEncoded) {
-
-    unique_ptr<CanonicalQuery> cq(canonicalize(
-        fromjson("{a: 1, b: 1}"), {}, {}, fromjson("{locale: 'mock_reverse_string'}")));
-
-    testComputeKey(*cq, "an[eqa,eqb]#mock_reverse_string02300000");
-}
-
-}  // namespace
-}  // namespace mongo
diff --git a/src/mongo/db/query/collation/collation_spec.h b/src/mongo/db/query/collation/collation_spec.h
index 6579dd4cc18..69d01b40b19 100644
--- a/src/mongo/db/query/collation/collation_spec.h
+++ b/src/mongo/db/query/collation/collation_spec.h
@@ -49,10 +49,7 @@ struct CollationSpec {
         kLower,
 
         // Use default sorting behavior for the strength.
-        kOff,
-
-        // Update this if you add another value.
-        kMax = kOff,
+        kOff
     };
 
     // Controls the set of characteristics used to compare strings.
@@ -73,10 +70,7 @@ struct CollationSpec {
 
         // Equal Unicode point values.
         // E.g. Hebrew cantillation marks are only distinguished at this level.
-        kIdentical = 5,
-
-        // Update this if you add another value.
-        kMax = kIdentical,
+        kIdentical = 5
     };
 
     // Controls whether spaces and punctuation are considered base characters.
@@ -86,10 +80,7 @@ struct CollationSpec {
 
         // Spaces and punctuation are not considered base characters, and are only distinguished at
         // strength > 3.
-        kShifted,
-
-        // Update this if you add another value.
-        kMax = kShifted,
+        kShifted
     };
 
     // Controls which characters are affected by alternate=shifted.
@@ -98,10 +89,7 @@ struct CollationSpec {
         kPunct,
 
         // Only spaces are affected
-        kSpace,
-
-        // Update this if you add another value.
-        kMax = kSpace,
+        kSpace
     };
 
 
diff --git a/src/mongo/db/query/explain.cpp b/src/mongo/db/query/explain.cpp
index 92586ac1c47..95b07d91c68 100644
--- a/src/mongo/db/query/explain.cpp
+++ b/src/mongo/db/query/explain.cpp
@@ -45,7 +45,6 @@
 #include "mongo/db/exec/text.h"
 #include "mongo/db/exec/working_set_common.h"
 #include "mongo/db/keypattern.h"
-#include "mongo/db/query/canonical_query_encoder.h"
 #include "mongo/db/query/get_executor.h"
 #include "mongo/db/query/plan_executor.h"
 #include "mongo/db/query/plan_summary_stats.h"
@@ -646,17 +645,13 @@ void Explain::generatePlannerInfo(PlanExecutor* exec,
     // field will always be false in the case of EOF or idhack plans.
     bool indexFilterSet = false;
     boost::optional<uint32_t> queryHash;
-    boost::optional<uint32_t> planCacheKeyHash;
     if (collection && exec->getCanonicalQuery()) {
         const CollectionInfoCache* infoCache = collection->infoCache();
         const QuerySettings* querySettings = infoCache->getQuerySettings();
         PlanCacheKey planCacheKey =
             infoCache->getPlanCache()->computeKey(*exec->getCanonicalQuery());
-        planCacheKeyHash = canonical_query_encoder::computeHash(planCacheKey.toString());
-        queryHash = canonical_query_encoder::computeHash(planCacheKey.getStableKeyStringData());
-
-        if (auto allowedIndicesFilter =
-                querySettings->getAllowedIndicesFilter(planCacheKey.getStableKey())) {
+        queryHash = PlanCache::computeQueryHash(planCacheKey);
+        if (auto allowedIndicesFilter = querySettings->getAllowedIndicesFilter(planCacheKey)) {
             // Found an index filter set on the query shape.
             indexFilterSet = true;
         }
@@ -680,10 +675,6 @@ void Explain::generatePlannerInfo(PlanExecutor* exec,
         plannerBob.append("queryHash", unsignedIntToFixedLengthHex(*queryHash));
     }
 
-    if (planCacheKeyHash) {
-        plannerBob.append("planCacheKey", unsignedIntToFixedLengthHex(*planCacheKeyHash));
-    }
-
     BSONObjBuilder winningPlanBob(plannerBob.subobjStart("winningPlan"));
     const auto winnerStats = getWinningPlanStatsTree(exec);
     statsToBSON(*winnerStats.get(), &winningPlanBob, ExplainOptions::Verbosity::kQueryPlanner);
@@ -1008,7 +999,6 @@ void Explain::planCacheEntryToBSON(const PlanCacheEntry& entry, BSONObjBuilder*
     }
     shapeBuilder.doneFast();
     out->append("queryHash", unsignedIntToFixedLengthHex(entry.queryHash));
-    out->append("planCacheKey", unsignedIntToFixedLengthHex(entry.planCacheKey));
 
     // Append whether or not the entry is active.
     out->append("isActive", entry.isActive);
diff --git a/src/mongo/db/query/get_executor.cpp b/src/mongo/db/query/get_executor.cpp
index 27adf721c57..8db806ad93e 100644
--- a/src/mongo/db/query/get_executor.cpp
+++ b/src/mongo/db/query/get_executor.cpp
@@ -60,7 +60,6 @@
 #include "mongo/db/matcher/extensions_callback_real.h"
 #include "mongo/db/ops/update_lifecycle.h"
 #include "mongo/db/query/canonical_query.h"
-#include "mongo/db/query/canonical_query_encoder.h"
 #include "mongo/db/query/collation/collator_factory_interface.h"
 #include "mongo/db/query/explain.h"
 #include "mongo/db/query/index_bounds_builder.h"
@@ -199,12 +198,13 @@ void fillOutPlannerParams(OperationContext* opCtx,
     // Ignore index filters when it is possible to use the id-hack.
     if (!IDHackStage::supportsQuery(collection, *canonicalQuery)) {
         QuerySettings* querySettings = collection->infoCache()->getQuerySettings();
-        const auto key = canonicalQuery->encodeKey();
+        PlanCacheKey planCacheKey =
+            collection->infoCache()->getPlanCache()->computeKey(*canonicalQuery);
 
         // Filter index catalog if index filters are specified for query.
         // Also, signal to planner that application hint should be ignored.
         if (boost::optional<AllowedIndicesFilter> allowedIndicesFilter =
-                querySettings->getAllowedIndicesFilter(key)) {
+                querySettings->getAllowedIndicesFilter(planCacheKey)) {
             filterAllowedIndexEntries(*allowedIndicesFilter, &plannerParams->indices);
             plannerParams->indexFiltersApplied = true;
         }
@@ -399,13 +399,10 @@ StatusWith<PrepareExecutionResult> prepareExecution(OperationContext* opCtx,
 
     // Check that the query should be cached.
     if (collection->infoCache()->getPlanCache()->shouldCacheQuery(*canonicalQuery)) {
+        auto planCacheKey = collection->infoCache()->getPlanCache()->computeKey(*canonicalQuery);
+
         // Fill in opDebug information.
-        const auto planCacheKey =
-            collection->infoCache()->getPlanCache()->computeKey(*canonicalQuery);
-        CurOp::get(opCtx)->debug().queryHash =
-            canonical_query_encoder::computeHash(planCacheKey.getStableKeyStringData());
-        CurOp::get(opCtx)->debug().planCacheKey =
-            canonical_query_encoder::computeHash(planCacheKey.toString());
+        CurOp::get(opCtx)->debug().queryHash = PlanCache::computeQueryHash(planCacheKey);
 
         // Try to look up a cached solution for the query.
         if (auto cs =
diff --git a/src/mongo/db/query/get_executor_test.cpp b/src/mongo/db/query/get_executor_test.cpp
index 592cfaea3c9..7522621e873 100644
--- a/src/mongo/db/query/get_executor_test.cpp
+++ b/src/mongo/db/query/get_executor_test.cpp
@@ -97,10 +97,10 @@ void testAllowedIndices(std::vector<IndexEntry> indexes,
 
     // getAllowedIndices should return false when query shape is not yet in query settings.
     unique_ptr<CanonicalQuery> cq(canonicalize("{a: 1}", "{}", "{}"));
-    const auto key = cq->encodeKey();
+    PlanCacheKey key = planCache.computeKey(*cq);
     ASSERT_FALSE(querySettings.getAllowedIndicesFilter(key));
 
-    querySettings.setAllowedIndices(*cq, keyPatterns, indexNames);
+    querySettings.setAllowedIndices(*cq, key, keyPatterns, indexNames);
     // Index entry vector should contain 1 entry after filtering.
     boost::optional<AllowedIndicesFilter> hasFilter = querySettings.getAllowedIndicesFilter(key);
     ASSERT_TRUE(hasFilter);
diff --git a/src/mongo/db/query/lru_key_value.h b/src/mongo/db/query/lru_key_value.h
index e803fec336e..524b87c6fc0 100644
--- a/src/mongo/db/query/lru_key_value.h
+++ b/src/mongo/db/query/lru_key_value.h
@@ -58,7 +58,7 @@ namespace mongo {
  * TODO: We could move this into the util/ directory and do any cleanup necessary to make it
  * fully general.
  */
-template <class K, class V, class KeyHasher = std::hash<K>>
+template <class K, class V>
 class LRUKeyValue {
 public:
     LRUKeyValue(size_t maxSize) : _maxSize(maxSize), _currentSize(0){};
@@ -73,7 +73,7 @@ public:
     typedef typename KVList::iterator KVListIt;
     typedef typename KVList::const_iterator KVListConstIt;
 
-    typedef stdx::unordered_map<K, KVListIt, KeyHasher> KVMap;
+    typedef stdx::unordered_map<K, KVListIt> KVMap;
     typedef typename KVMap::const_iterator KVMapConstIt;
 
     /**
diff --git a/src/mongo/db/query/plan_cache.cpp b/src/mongo/db/query/plan_cache.cpp
index 0786f995c17..44c11138e98 100644
--- a/src/mongo/db/query/plan_cache.cpp
+++ b/src/mongo/db/query/plan_cache.cpp
@@ -42,10 +42,10 @@
 #include <vector>
 
 #include "mongo/base/owned_pointer_vector.h"
+#include "mongo/base/simple_string_data_comparator.h"
 #include "mongo/base/string_data_comparator_interface.h"
 #include "mongo/db/matcher/expression_array.h"
 #include "mongo/db/matcher/expression_geo.h"
-#include "mongo/db/query/canonical_query_encoder.h"
 #include "mongo/db/query/collation/collator_interface.h"
 #include "mongo/db/query/plan_ranker.h"
 #include "mongo/db/query/query_knobs.h"
@@ -59,8 +59,261 @@ namespace mongo {
 namespace {
 
 // Delimiters for cache key encoding.
+const char kEncodeChildrenBegin = '[';
+const char kEncodeChildrenEnd = ']';
+const char kEncodeChildrenSeparator = ',';
+const char kEncodeCollationSection = '#';
 const char kEncodeDiscriminatorsBegin = '<';
 const char kEncodeDiscriminatorsEnd = '>';
+const char kEncodeProjectionSection = '|';
+const char kEncodeRegexFlagsSeparator = '/';
+const char kEncodeSortSection = '~';
+
+/**
+ * Encode user-provided string. Cache key delimiters seen in the
+ * user string are escaped with a backslash.
+ */
+void encodeUserString(StringData s, StringBuilder* keyBuilder) {
+    for (size_t i = 0; i < s.size(); ++i) {
+        char c = s[i];
+        switch (c) {
+            case kEncodeChildrenBegin:
+            case kEncodeChildrenEnd:
+            case kEncodeChildrenSeparator:
+            case kEncodeCollationSection:
+            case kEncodeDiscriminatorsBegin:
+            case kEncodeDiscriminatorsEnd:
+            case kEncodeProjectionSection:
+            case kEncodeRegexFlagsSeparator:
+            case kEncodeSortSection:
+            case '\\':
+                *keyBuilder << '\\';
+            // Fall through to default case.
+            default:
+                *keyBuilder << c;
+        }
+    }
+}
+
+/**
+ * String encoding of MatchExpression::MatchType.
+ */
+const char* encodeMatchType(MatchExpression::MatchType mt) {
+    switch (mt) {
+        case MatchExpression::AND:
+            return "an";
+
+        case MatchExpression::OR:
+            return "or";
+
+        case MatchExpression::NOR:
+            return "nr";
+
+        case MatchExpression::NOT:
+            return "nt";
+
+        case MatchExpression::ELEM_MATCH_OBJECT:
+            return "eo";
+
+        case MatchExpression::ELEM_MATCH_VALUE:
+            return "ev";
+
+        case MatchExpression::SIZE:
+            return "sz";
+
+        case MatchExpression::LTE:
+            return "le";
+
+        case MatchExpression::LT:
+            return "lt";
+
+        case MatchExpression::EQ:
+            return "eq";
+
+        case MatchExpression::GT:
+            return "gt";
+
+        case MatchExpression::GTE:
+            return "ge";
+
+        case MatchExpression::REGEX:
+            return "re";
+
+        case MatchExpression::MOD:
+            return "mo";
+
+        case MatchExpression::EXISTS:
+            return "ex";
+
+        case MatchExpression::MATCH_IN:
+            return "in";
+
+        case MatchExpression::TYPE_OPERATOR:
+            return "ty";
+
+        case MatchExpression::GEO:
+            return "go";
+
+        case MatchExpression::WHERE:
+            return "wh";
+
+        case MatchExpression::ALWAYS_FALSE:
+            return "af";
+
+        case MatchExpression::ALWAYS_TRUE:
+            return "at";
+
+        case MatchExpression::GEO_NEAR:
+            return "gn";
+
+        case MatchExpression::TEXT:
+            return "te";
+
+        case MatchExpression::BITS_ALL_SET:
+            return "ls";
+
+        case MatchExpression::BITS_ALL_CLEAR:
+            return "lc";
+
+        case MatchExpression::BITS_ANY_SET:
+            return "ys";
+
+        case MatchExpression::BITS_ANY_CLEAR:
+            return "yc";
+
+        case MatchExpression::EXPRESSION:
+            return "xp";
+
+        case MatchExpression::INTERNAL_EXPR_EQ:
+            return "ee";
+
+        case MatchExpression::INTERNAL_SCHEMA_ALL_ELEM_MATCH_FROM_INDEX:
+            return "internalSchemaAllElemMatchFromIndex";
+
+        case MatchExpression::INTERNAL_SCHEMA_ALLOWED_PROPERTIES:
+            return "internalSchemaAllowedProperties";
+
+        case MatchExpression::INTERNAL_SCHEMA_COND:
+            return "internalSchemaCond";
+
+        case MatchExpression::INTERNAL_SCHEMA_EQ:
+            return "internalSchemaEq";
+
+        case MatchExpression::INTERNAL_SCHEMA_FMOD:
+            return "internalSchemaFmod";
+
+        case MatchExpression::INTERNAL_SCHEMA_MIN_ITEMS:
+            return "internalSchemaMinItems";
+
+        case MatchExpression::INTERNAL_SCHEMA_MAX_ITEMS:
+            return "internalSchemaMaxItems";
+
+        case MatchExpression::INTERNAL_SCHEMA_UNIQUE_ITEMS:
+            return "internalSchemaUniqueItems";
+
+        case MatchExpression::INTERNAL_SCHEMA_XOR:
+            return "internalSchemaXor";
+
+        case MatchExpression::INTERNAL_SCHEMA_OBJECT_MATCH:
+            return "internalSchemaObjectMatch";
+
+        case MatchExpression::INTERNAL_SCHEMA_ROOT_DOC_EQ:
+            return "internalSchemaRootDocEq";
+
+        case MatchExpression::INTERNAL_SCHEMA_MIN_LENGTH:
+            return "internalSchemaMinLength";
+
+        case MatchExpression::INTERNAL_SCHEMA_MAX_LENGTH:
+            return "internalSchemaMaxLength";
+
+        case MatchExpression::INTERNAL_SCHEMA_MIN_PROPERTIES:
+            return "internalSchemaMinProperties";
+
+        case MatchExpression::INTERNAL_SCHEMA_MAX_PROPERTIES:
+            return "internalSchemaMaxProperties";
+
+        case MatchExpression::INTERNAL_SCHEMA_MATCH_ARRAY_INDEX:
+            return "internalSchemaMatchArrayIndex";
+
+        case MatchExpression::INTERNAL_SCHEMA_TYPE:
+            return "internalSchemaType";
+
+        default:
+            MONGO_UNREACHABLE;
+    }
+}
+
+/**
+ * Encodes GEO match expression.
+ * Encoding includes:
+ * - type of geo query (within/intersect/near)
+ * - geometry type
+ * - CRS (flat or spherical)
+ */
+void encodeGeoMatchExpression(const GeoMatchExpression* tree, StringBuilder* keyBuilder) {
+    const GeoExpression& geoQuery = tree->getGeoExpression();
+
+    // Type of geo query.
+    switch (geoQuery.getPred()) {
+        case GeoExpression::WITHIN:
+            *keyBuilder << "wi";
+            break;
+        case GeoExpression::INTERSECT:
+            *keyBuilder << "in";
+            break;
+        case GeoExpression::INVALID:
+            *keyBuilder << "id";
+            break;
+    }
+
+    // Geometry type.
+    // Only one of the shared_ptrs in GeoContainer may be non-NULL.
+    *keyBuilder << geoQuery.getGeometry().getDebugType();
+
+    // CRS (flat or spherical)
+    if (FLAT == geoQuery.getGeometry().getNativeCRS()) {
+        *keyBuilder << "fl";
+    } else if (SPHERE == geoQuery.getGeometry().getNativeCRS()) {
+        *keyBuilder << "sp";
+    } else if (STRICT_SPHERE == geoQuery.getGeometry().getNativeCRS()) {
+        *keyBuilder << "ss";
+    } else {
+        error() << "unknown CRS type " << (int)geoQuery.getGeometry().getNativeCRS()
+                << " in geometry of type " << geoQuery.getGeometry().getDebugType();
+        MONGO_UNREACHABLE;
+    }
+}
+
+/**
+ * Encodes GEO_NEAR match expression.
+ * Encode:
+ * - isNearSphere
+ * - CRS (flat or spherical)
+ */
+void encodeGeoNearMatchExpression(const GeoNearMatchExpression* tree, StringBuilder* keyBuilder) {
+    const GeoNearExpression& nearQuery = tree->getData();
+
+    // isNearSphere
+    *keyBuilder << (nearQuery.isNearSphere ? "ns" : "nr");
+
+    // CRS (flat or spherical or strict-winding spherical)
+    switch (nearQuery.centroid->crs) {
+        case FLAT:
+            *keyBuilder << "fl";
+            break;
+        case SPHERE:
+            *keyBuilder << "sp";
+            break;
+        case STRICT_SPHERE:
+            *keyBuilder << "ss";
+            break;
+        case UNSET:
+            error() << "unknown CRS type " << (int)nearQuery.centroid->crs
+                    << " in point geometry for near query";
+            MONGO_UNREACHABLE;
+            break;
+    }
+}
 
 void encodeIndexabilityForDiscriminators(const MatchExpression* tree,
                                          const IndexToDiscriminatorMap& discriminators,
@@ -73,37 +326,65 @@ void encodeIndexabilityForDiscriminators(const MatchExpression* tree,
 void encodeIndexability(const MatchExpression* tree,
                         const PlanCacheIndexabilityState& indexabilityState,
                         StringBuilder* keyBuilder) {
-    if (!tree->path().empty()) {
-        const IndexToDiscriminatorMap& discriminators =
-            indexabilityState.getDiscriminators(tree->path());
-        IndexToDiscriminatorMap wildcardDiscriminators =
-            indexabilityState.buildWildcardDiscriminators(tree->path());
-        if (!discriminators.empty() || !wildcardDiscriminators.empty()) {
-            *keyBuilder << kEncodeDiscriminatorsBegin;
-            // For each discriminator on this path, append the character '0' or '1'.
-            encodeIndexabilityForDiscriminators(tree, discriminators, keyBuilder);
-            encodeIndexabilityForDiscriminators(tree, wildcardDiscriminators, keyBuilder);
-
-            *keyBuilder << kEncodeDiscriminatorsEnd;
-        }
+    if (tree->path().empty()) {
+        return;
     }
 
-    for (size_t i = 0; i < tree->numChildren(); ++i) {
-        encodeIndexability(tree->getChild(i), indexabilityState, keyBuilder);
+    const IndexToDiscriminatorMap& discriminators =
+        indexabilityState.getDiscriminators(tree->path());
+    IndexToDiscriminatorMap wildcardDiscriminators =
+        indexabilityState.buildWildcardDiscriminators(tree->path());
+    if (discriminators.empty() && wildcardDiscriminators.empty()) {
+        return;
     }
-}
 
-}  // namespace
+    *keyBuilder << kEncodeDiscriminatorsBegin;
+    // For each discriminator on this path, append the character '0' or '1'.
+    encodeIndexabilityForDiscriminators(tree, discriminators, keyBuilder);
+    encodeIndexabilityForDiscriminators(tree, wildcardDiscriminators, keyBuilder);
 
-std::ostream& operator<<(std::ostream& stream, const PlanCacheKey& key) {
-    stream << key.stringData();
-    return stream;
+    *keyBuilder << kEncodeDiscriminatorsEnd;
 }
 
-StringBuilder& operator<<(StringBuilder& builder, const PlanCacheKey& key) {
-    builder << key.stringData();
-    return builder;
+template <class RegexIterator>
+void encodeRegexFlagsForMatch(RegexIterator first, RegexIterator last, StringBuilder* keyBuilder) {
+    // We sort the flags, so that queries with the same regex flags in different orders will have
+    // the same shape. We then add them to a set, so that identical flags across multiple regexes
+    // will be deduplicated and the resulting set of unique flags will be ordered consistently.
+    // Regex flags are not validated at parse-time, so we also ensure that only valid flags
+    // contribute to the encoding.
+    static const auto maxValidFlags = RegexMatchExpression::kValidRegexFlags.size();
+    std::set<char> flags;
+    for (auto it = first; it != last && flags.size() < maxValidFlags; ++it) {
+        auto inserter = std::inserter(flags, flags.begin());
+        std::copy_if((*it)->getFlags().begin(), (*it)->getFlags().end(), inserter, [](auto flag) {
+            return RegexMatchExpression::kValidRegexFlags.count(flag);
+        });
+    }
+    if (!flags.empty()) {
+        *keyBuilder << kEncodeRegexFlagsSeparator;
+        for (const auto& flag : flags) {
+            invariant(RegexMatchExpression::kValidRegexFlags.count(flag));
+            encodeUserString(StringData(&flag, 1), keyBuilder);
+        }
+        *keyBuilder << kEncodeRegexFlagsSeparator;
+    }
+}
+
+// Helper overload to prepare a vector of unique_ptrs for the heavy-lifting function above.
+void encodeRegexFlagsForMatch(const std::vector<std::unique_ptr<RegexMatchExpression>>& regexes,
+                              StringBuilder* keyBuilder) {
+    const auto transformFunc = [](const auto& regex) { return regex.get(); };
+    encodeRegexFlagsForMatch(boost::make_transform_iterator(regexes.begin(), transformFunc),
+                             boost::make_transform_iterator(regexes.end(), transformFunc),
+                             keyBuilder);
+}
+// Helper that passes a range covering the entire source set into the heavy-lifting function above.
+void encodeRegexFlagsForMatch(const std::vector<const RegexMatchExpression*>& regexes,
+                              StringBuilder* keyBuilder) {
+    encodeRegexFlagsForMatch(regexes.begin(), regexes.end(), keyBuilder);
 }
+}  // namespace
 
 //
 // Cache-related functions for CanonicalQuery
@@ -188,12 +469,8 @@ CachedSolution::~CachedSolution() {
 
 PlanCacheEntry::PlanCacheEntry(const std::vector<QuerySolution*>& solutions,
                                PlanRankingDecision* why,
-                               uint32_t queryHash,
-                               uint32_t planCacheKey)
-    : plannerData(solutions.size()),
-      queryHash(queryHash),
-      planCacheKey(planCacheKey),
-      decision(why) {
+                               uint32_t queryHash)
+    : plannerData(solutions.size()), queryHash(queryHash), decision(why) {
     invariant(why);
 
     // The caller of this constructor is responsible for ensuring
@@ -220,11 +497,8 @@ PlanCacheEntry* PlanCacheEntry::clone() const {
         qs->cacheData.reset(plannerData[i]->clone());
         solutions.push_back(std::move(qs));
     }
-    PlanCacheEntry* entry =
-        new PlanCacheEntry(transitional_tools_do_not_use::unspool_vector(solutions),
-                           decision->clone(),
-                           queryHash,
-                           planCacheKey);
+    PlanCacheEntry* entry = new PlanCacheEntry(
+        transitional_tools_do_not_use::unspool_vector(solutions), decision->clone(), queryHash);
 
     // Copy query shape.
     entry->query = query.getOwned();
@@ -373,6 +647,141 @@ std::unique_ptr<CachedSolution> PlanCache::getCacheEntryIfActive(const PlanCache
 }
 
 /**
+ * Traverses expression tree pre-order.
+ * Appends an encoding of each node's match type and path name
+ * to the output stream.
+ */
+void PlanCache::encodeKeyForMatch(const MatchExpression* tree, StringBuilder* keyBuilder) const {
+    // Encode match type and path.
+    *keyBuilder << encodeMatchType(tree->matchType());
+
+    encodeUserString(tree->path(), keyBuilder);
+
+    // GEO and GEO_NEAR require additional encoding.
+    if (MatchExpression::GEO == tree->matchType()) {
+        encodeGeoMatchExpression(static_cast<const GeoMatchExpression*>(tree), keyBuilder);
+    } else if (MatchExpression::GEO_NEAR == tree->matchType()) {
+        encodeGeoNearMatchExpression(static_cast<const GeoNearMatchExpression*>(tree), keyBuilder);
+    }
+
+    // We encode regular expression flags such that different options produce different shapes.
+    if (MatchExpression::REGEX == tree->matchType()) {
+        encodeRegexFlagsForMatch({static_cast<const RegexMatchExpression*>(tree)}, keyBuilder);
+    } else if (MatchExpression::MATCH_IN == tree->matchType()) {
+        const auto* inMatch = static_cast<const InMatchExpression*>(tree);
+        if (!inMatch->getRegexes().empty()) {
+            // Append '_re' to distinguish an $in without regexes from an $in with regexes.
+            encodeUserString("_re"_sd, keyBuilder);
+            encodeRegexFlagsForMatch(inMatch->getRegexes(), keyBuilder);
+        }
+    }
+
+    encodeIndexability(tree, _indexabilityState, keyBuilder);
+
+    // Traverse child nodes.
+    // Enclose children in [].
+    if (tree->numChildren() > 0) {
+        *keyBuilder << kEncodeChildrenBegin;
+    }
+    // Use comma to separate children encoding.
+    for (size_t i = 0; i < tree->numChildren(); ++i) {
+        if (i > 0) {
+            *keyBuilder << kEncodeChildrenSeparator;
+        }
+        encodeKeyForMatch(tree->getChild(i), keyBuilder);
+    }
+
+    if (tree->numChildren() > 0) {
+        *keyBuilder << kEncodeChildrenEnd;
+    }
+}
+
+/**
+ * Encodes sort order into cache key.
+ * Sort order is normalized because it provided by
+ * QueryRequest.
+ */
+void PlanCache::encodeKeyForSort(const BSONObj& sortObj, StringBuilder* keyBuilder) const {
+    if (sortObj.isEmpty()) {
+        return;
+    }
+
+    *keyBuilder << kEncodeSortSection;
+
+    BSONObjIterator it(sortObj);
+    while (it.more()) {
+        BSONElement elt = it.next();
+        // $meta text score
+        if (QueryRequest::isTextScoreMeta(elt)) {
+            *keyBuilder << "t";
+        }
+        // Ascending
+        else if (elt.numberInt() == 1) {
+            *keyBuilder << "a";
+        }
+        // Descending
+        else {
+            *keyBuilder << "d";
+        }
+        encodeUserString(elt.fieldName(), keyBuilder);
+
+        // Sort argument separator
+        if (it.more()) {
+            *keyBuilder << ",";
+        }
+    }
+}
+
+/**
+ * Encodes parsed projection into cache key.
+ * Does a simple toString() on each projected field
+ * in the BSON object.
+ * Orders the encoded elements in the projection by field name.
+ * This handles all the special projection types ($meta, $elemMatch, etc.)
+ */
+void PlanCache::encodeKeyForProj(const BSONObj& projObj, StringBuilder* keyBuilder) const {
+    // Sorts the BSON elements by field name using a map.
+    std::map<StringData, BSONElement> elements;
+
+    BSONObjIterator it(projObj);
+    while (it.more()) {
+        BSONElement elt = it.next();
+        StringData fieldName = elt.fieldNameStringData();
+
+        // Internal callers may add $-prefixed fields to the projection. These are not part of a
+        // user query, and therefore are not considered part of the cache key.
+        if (fieldName[0] == '$') {
+            continue;
+        }
+
+        elements[fieldName] = elt;
+    }
+
+    if (!elements.empty()) {
+        *keyBuilder << kEncodeProjectionSection;
+    }
+
+    // Read elements in order of field name
+    for (std::map<StringData, BSONElement>::const_iterator i = elements.begin();
+         i != elements.end();
+         ++i) {
+        const BSONElement& elt = (*i).second;
+
+        if (elt.type() != BSONType::Object) {
+            // For inclusion/exclusion projections, we encode as "i" or "e".
+            *keyBuilder << (elt.trueValue() ? "i" : "e");
+        } else {
+            // For projection operators, we use the verbatim string encoding of the element.
+            encodeUserString(elt.toString(false,   // includeFieldName
+                                          false),  // full
+                             keyBuilder);
+        }
+
+        encodeUserString(elt.fieldName(), keyBuilder);
+    }
+}
+
+/**
  * Given a query, and an (optional) current cache entry for its shape ('oldEntry'), determine
  * whether:
  * - We should create a new entry
@@ -380,15 +789,14 @@ std::unique_ptr<CachedSolution> PlanCache::getCacheEntryIfActive(const PlanCache
  */
 PlanCache::NewEntryState PlanCache::getNewEntryState(const CanonicalQuery& query,
                                                      uint32_t queryHash,
-                                                     uint32_t planCacheKey,
                                                      PlanCacheEntry* oldEntry,
                                                      size_t newWorks,
                                                      double growthCoefficient) {
     NewEntryState res;
     if (!oldEntry) {
         LOG(1) << "Creating inactive cache entry for query shape " << redact(query.toStringShort())
-               << " queryHash " << unsignedIntToFixedLengthHex(queryHash) << " planCacheKey "
-               << unsignedIntToFixedLengthHex(planCacheKey) << " with works value " << newWorks;
+               << " and queryHash " << unsignedIntToFixedLengthHex(queryHash)
+               << " with works value " << newWorks;
         res.shouldBeCreated = true;
         res.shouldBeActive = false;
         return res;
@@ -399,17 +807,15 @@ PlanCache::NewEntryState PlanCache::getNewEntryState(const CanonicalQuery& query
         // occur if many MultiPlanners are run simultaneously.
 
         LOG(1) << "Replacing active cache entry for query " << redact(query.toStringShort())
-               << " queryHash " << unsignedIntToFixedLengthHex(queryHash) << " planCacheKey "
-               << unsignedIntToFixedLengthHex(planCacheKey) << " with works " << oldEntry->works
-               << " with a plan with works " << newWorks;
+               << " and queryHash " << unsignedIntToFixedLengthHex(queryHash) << " with works "
+               << oldEntry->works << " with a plan with works " << newWorks;
         res.shouldBeCreated = true;
         res.shouldBeActive = true;
     } else if (oldEntry->isActive) {
         LOG(1) << "Attempt to write to the planCache for query " << redact(query.toStringShort())
-               << " queryHash " << unsignedIntToFixedLengthHex(queryHash) << " planCacheKey "
-               << unsignedIntToFixedLengthHex(planCacheKey) << " with a plan with works "
-               << newWorks << " is a noop, since there's already a plan with works value "
-               << oldEntry->works;
+               << " and queryHash " << unsignedIntToFixedLengthHex(queryHash)
+               << " with a plan with works " << newWorks
+               << " is a noop, since there's already a plan with works value " << oldEntry->works;
         // There is already an active cache entry with a higher works value.
         // We do nothing.
         res.shouldBeCreated = false;
@@ -426,9 +832,8 @@ PlanCache::NewEntryState PlanCache::getNewEntryState(const CanonicalQuery& query
             oldEntry->works + 1u, static_cast<size_t>(oldEntry->works * growthCoefficient));
 
         LOG(1) << "Increasing work value associated with cache entry for query "
-               << redact(query.toStringShort()) << " queryHash "
-               << unsignedIntToFixedLengthHex(queryHash) << " planCacheKey "
-               << unsignedIntToFixedLengthHex(planCacheKey) << " from " << oldEntry->works << " to "
+               << redact(query.toStringShort()) << " and queryHash "
+               << unsignedIntToFixedLengthHex(queryHash) << " from " << oldEntry->works << " to "
                << increasedWorks;
         oldEntry->works = increasedWorks;
 
@@ -439,9 +844,9 @@ PlanCache::NewEntryState PlanCache::getNewEntryState(const CanonicalQuery& query
         // inactive entry's works. We use this as an indicator that it's safe to
         // cache (as an active entry) the plan this query used for the future.
         LOG(1) << "Inactive cache entry for query " << redact(query.toStringShort())
-               << " queryHash " << unsignedIntToFixedLengthHex(queryHash) << " planCacheKey "
-               << unsignedIntToFixedLengthHex(planCacheKey) << " with works " << oldEntry->works
-               << " is being promoted to active entry with works value " << newWorks;
+               << " and queryHash " << unsignedIntToFixedLengthHex(queryHash) << " with works "
+               << oldEntry->works << " is being promoted to active entry with works value "
+               << newWorks;
         // We'll replace the old inactive entry with an active entry.
         res.shouldBeCreated = true;
         res.shouldBeActive = true;
@@ -480,28 +885,23 @@ Status PlanCache::set(const CanonicalQuery& query,
     stdx::lock_guard<stdx::mutex> cacheLock(_cacheMutex);
     bool isNewEntryActive = false;
     uint32_t queryHash;
-    uint32_t planCacheKey;
     if (internalQueryCacheDisableInactiveEntries.load()) {
         // All entries are always active.
         isNewEntryActive = true;
-        planCacheKey = canonical_query_encoder::computeHash(key.stringData());
-        queryHash = canonical_query_encoder::computeHash(key.getStableKeyStringData());
+        queryHash = PlanCache::computeQueryHash(key);
     } else {
         PlanCacheEntry* oldEntry = nullptr;
         Status cacheStatus = _cache.get(key, &oldEntry);
         invariant(cacheStatus.isOK() || cacheStatus == ErrorCodes::NoSuchKey);
         if (oldEntry) {
             queryHash = oldEntry->queryHash;
-            planCacheKey = oldEntry->planCacheKey;
         } else {
-            planCacheKey = canonical_query_encoder::computeHash(key.stringData());
-            queryHash = canonical_query_encoder::computeHash(key.getStableKeyStringData());
+            queryHash = PlanCache::computeQueryHash(key);
         }
 
-        const auto newState = getNewEntryState(
+        auto newState = getNewEntryState(
             query,
             queryHash,
-            planCacheKey,
             oldEntry,
             newWorks,
             worksGrowthCoefficient.get_value_or(internalQueryCacheWorksGrowthCoefficient));
@@ -512,7 +912,7 @@ Status PlanCache::set(const CanonicalQuery& query,
         isNewEntryActive = newState.shouldBeActive;
     }
 
-    auto newEntry = std::make_unique<PlanCacheEntry>(solns, why.release(), queryHash, planCacheKey);
+    auto newEntry = std::make_unique<PlanCacheEntry>(solns, why.release(), queryHash);
     const QueryRequest& qr = query.getQueryRequest();
     newEntry->query = qr.getFilter().getOwned();
     newEntry->sort = qr.getSort().getOwned();
@@ -612,11 +1012,15 @@ void PlanCache::clear() {
 }
 
 PlanCacheKey PlanCache::computeKey(const CanonicalQuery& cq) const {
-    const auto shapeString = cq.encodeKey();
+    StringBuilder keyBuilder;
+    encodeKeyForMatch(cq.root(), &keyBuilder);
+    encodeKeyForSort(cq.getQueryRequest().getSort(), &keyBuilder);
+    encodeKeyForProj(cq.getQueryRequest().getProj(), &keyBuilder);
+    return keyBuilder.str();
+}
 
-    StringBuilder indexabilityKeyBuilder;
-    encodeIndexability(cq.root(), _indexabilityState, &indexabilityKeyBuilder);
-    return PlanCacheKey(std::move(shapeString), indexabilityKeyBuilder.str());
+uint32_t PlanCache::computeQueryHash(const PlanCacheKey& key) {
+    return SimpleStringDataComparator::kInstance.hash(key);
 }
 
 StatusWith<std::unique_ptr<PlanCacheEntry>> PlanCache::getEntry(const CanonicalQuery& query) const {
diff --git a/src/mongo/db/query/plan_cache.h b/src/mongo/db/query/plan_cache.h
index 99f88ed23a9..d88e269bebd 100644
--- a/src/mongo/db/query/plan_cache.h
+++ b/src/mongo/db/query/plan_cache.h
@@ -44,69 +44,8 @@
 
 namespace mongo {
 
-/**
- * Represents the "key" used in the PlanCache mapping from query shape -> query plan.
- */
-class PlanCacheKey {
-public:
-    PlanCacheKey(CanonicalQuery::QueryShapeString shapeString, std::string indexabilityString) {
-        _lengthOfStablePart = shapeString.size();
-        _key = std::move(shapeString);
-        _key += indexabilityString;
-    }
-
-    CanonicalQuery::QueryShapeString getStableKey() const {
-        return std::string(_key, 0, _lengthOfStablePart);
-    }
-
-    StringData getStableKeyStringData() const {
-        return StringData(_key.c_str(), _lengthOfStablePart);
-    }
-
-    /**
-     * Return the "unstable" portion of the key, which may vary across catalog changes.
-     */
-    StringData getUnstablePart() const {
-        return StringData(_key.c_str() + _lengthOfStablePart, _key.size() - _lengthOfStablePart);
-    }
-
-    StringData stringData() const {
-        return _key;
-    }
-
-    const std::string& toString() const {
-        return _key;
-    }
-
-    bool operator==(const PlanCacheKey& other) const {
-        return other._key == _key && other._lengthOfStablePart == _lengthOfStablePart;
-    }
-
-    bool operator!=(const PlanCacheKey& other) const {
-        return !(*this == other);
-    }
-
-private:
-    // Key is broken into two parts:
-    // <stable key> | <indexability discriminators>
-    // Combined, the two parts make up the plan cache key. We store them in one std::string so that
-    // we can easily/cheaply extract the stable key.
-    std::string _key;
-
-    // How long the "stable key" is.
-    size_t _lengthOfStablePart;
-};
-
-std::ostream& operator<<(std::ostream& stream, const PlanCacheKey& key);
-StringBuilder& operator<<(StringBuilder& builder, const PlanCacheKey& key);
-
-class PlanCacheKeyHasher {
-public:
-    std::size_t operator()(const PlanCacheKey& k) const {
-        return std::hash<std::string>{}(k.toString());
-    }
-};
-
+// A PlanCacheKey is a string-ified version of a query's predicate/projection/sort.
+typedef std::string PlanCacheKey;
 
 struct PlanRankingDecision;
 struct QuerySolution;
@@ -286,8 +225,7 @@ public:
      */
     PlanCacheEntry(const std::vector<QuerySolution*>& solutions,
                    PlanRankingDecision* why,
-                   uint32_t queryHash,
-                   uint32_t planCacheKey);
+                   uint32_t queryHash);
 
     ~PlanCacheEntry();
 
@@ -323,9 +261,6 @@ public:
     // diagnostic output.
     uint32_t queryHash;
 
-    // Hash of the "stable" PlanCacheKey, which is the same regardless of what indexes are around.
-    uint32_t planCacheKey;
-
     //
     // Performance stats
     //
@@ -492,6 +427,12 @@ public:
     PlanCacheKey computeKey(const CanonicalQuery&) const;
 
     /**
+     * Returns a hash of the plan cache key. This hash may not be stable between different versions
+     * of the server.
+     */
+    static uint32_t computeQueryHash(const PlanCacheKey& key);
+
+    /**
      * Returns a copy of a cache entry.
      * Used by planCacheListPlans to display plan details.
      *
@@ -539,12 +480,15 @@ private:
 
     NewEntryState getNewEntryState(const CanonicalQuery& query,
                                    uint32_t queryHash,
-                                   uint32_t planCacheKey,
                                    PlanCacheEntry* oldEntry,
                                    size_t newWorks,
                                    double growthCoefficient);
 
-    LRUKeyValue<PlanCacheKey, PlanCacheEntry, PlanCacheKeyHasher> _cache;
+    void encodeKeyForMatch(const MatchExpression* tree, StringBuilder* keyBuilder) const;
+    void encodeKeyForSort(const BSONObj& sortObj, StringBuilder* keyBuilder) const;
+    void encodeKeyForProj(const BSONObj& projObj, StringBuilder* keyBuilder) const;
+
+    LRUKeyValue<PlanCacheKey, PlanCacheEntry> _cache;
 
     // Protects _cache.
     mutable stdx::mutex _cacheMutex;
diff --git a/src/mongo/db/query/plan_cache_test.cpp b/src/mongo/db/query/plan_cache_test.cpp
index dbc5b13dec4..1bca73d27cb 100644
--- a/src/mongo/db/query/plan_cache_test.cpp
+++ b/src/mongo/db/query/plan_cache_test.cpp
@@ -43,7 +43,6 @@
 #include "mongo/db/json.h"
 #include "mongo/db/matcher/extensions_callback_noop.h"
 #include "mongo/db/pipeline/expression_context_for_test.h"
-#include "mongo/db/query/canonical_query_encoder.h"
 #include "mongo/db/query/collation/collator_interface_mock.h"
 #include "mongo/db/query/plan_ranker.h"
 #include "mongo/db/query/query_knobs.h"
@@ -197,17 +196,6 @@ unique_ptr<CanonicalQuery> canonicalize(const char* queryStr,
 }
 
 /**
- * Check that the stable keys of 'a' and 'b' are equal, but the unstable parts are not.
- */
-void assertPlanCacheKeysUnequalDueToDiscriminators(const PlanCacheKey& a, const PlanCacheKey& b) {
-    ASSERT_EQ(a.getStableKeyStringData(), b.getStableKeyStringData());
-    ASSERT_EQ(a.getUnstablePart().size(), b.getUnstablePart().size());
-    // Should always have the begin and end delimiters.
-    ASSERT_NE(a.getUnstablePart(), b.getUnstablePart());
-    ASSERT_GTE(a.getUnstablePart().size(), 2u);
-}
-
-/**
  * Utility function to create MatchExpression
  */
 unique_ptr<MatchExpression> parseMatchExpression(const BSONObj& obj) {
@@ -1092,9 +1080,8 @@ protected:
         std::vector<QuerySolution*> solutions;
         solutions.push_back(&qs);
 
-        uint32_t queryHash = canonical_query_encoder::computeHash(ck.stringData());
-        uint32_t planCacheKey = queryHash;
-        PlanCacheEntry entry(solutions, createDecision(1U).release(), queryHash, planCacheKey);
+        uint32_t queryHash = PlanCache::computeQueryHash(ck);
+        PlanCacheEntry entry(solutions, createDecision(1U).release(), queryHash);
         CachedSolution cachedSoln(ck, entry);
 
         auto statusWithQs = QueryPlanner::planFromCache(*scopedCq, params, cachedSoln);
@@ -1189,8 +1176,7 @@ protected:
     std::vector<std::unique_ptr<QuerySolution>> solns;
 };
 
-const std::string mockKey("mock_cache_key");
-const PlanCacheKey CachePlanSelectionTest::ck(mockKey, "");
+const PlanCacheKey CachePlanSelectionTest::ck = "mock_cache_key";
 
 //
 // Equality
@@ -1759,6 +1745,200 @@ TEST_F(CachePlanSelectionTest, ContainedOrAndIntersection) {
         "]}}}}");
 }
 
+/**
+ * Test functions for computeKey.  Cache keys are intentionally obfuscated and are
+ * meaningful only within the current lifetime of the server process. Users should treat plan
+ * cache keys as opaque.
+ */
+void testComputeKey(BSONObj query, BSONObj sort, BSONObj proj, const char* expectedStr) {
+    PlanCache planCache;
+    BSONObj collation;
+    unique_ptr<CanonicalQuery> cq(canonicalize(query, sort, proj, collation));
+    PlanCacheKey key = planCache.computeKey(*cq);
+    PlanCacheKey expectedKey(expectedStr);
+    if (key == expectedKey) {
+        return;
+    }
+    str::stream ss;
+    ss << "Unexpected plan cache key. Expected: " << expectedKey << ". Actual: " << key
+       << ". Query: " << cq->toString();
+    FAIL(ss);
+}
+
+void testComputeKey(const char* queryStr,
+                    const char* sortStr,
+                    const char* projStr,
+                    const char* expectedStr) {
+    testComputeKey(fromjson(queryStr), fromjson(sortStr), fromjson(projStr), expectedStr);
+}
+
+TEST(PlanCacheTest, ComputeKey) {
+    // Generated cache keys should be treated as opaque to the user.
+
+    // No sorts
+    testComputeKey("{}", "{}", "{}", "an");
+    testComputeKey("{$or: [{a: 1}, {b: 2}]}", "{}", "{}", "or[eqa,eqb]");
+    testComputeKey("{$or: [{a: 1}, {b: 1}, {c: 1}], d: 1}", "{}", "{}", "an[or[eqa,eqb,eqc],eqd]");
+    testComputeKey("{$or: [{a: 1}, {b: 1}], c: 1, d: 1}", "{}", "{}", "an[or[eqa,eqb],eqc,eqd]");
+    testComputeKey("{a: 1, b: 1, c: 1}", "{}", "{}", "an[eqa,eqb,eqc]");
+    testComputeKey("{a: 1, beqc: 1}", "{}", "{}", "an[eqa,eqbeqc]");
+    testComputeKey("{ap1a: 1}", "{}", "{}", "eqap1a");
+    testComputeKey("{aab: 1}", "{}", "{}", "eqaab");
+
+    // With sort
+    testComputeKey("{}", "{a: 1}", "{}", "an~aa");
+    testComputeKey("{}", "{a: -1}", "{}", "an~da");
+    testComputeKey("{}",
+                   "{a: {$meta: 'textScore'}}",
+                   "{a: {$meta: 'textScore'}}",
+                   "an~ta|{ $meta: \"textScore\" }a");
+    testComputeKey("{a: 1}", "{b: 1}", "{}", "eqa~ab");
+
+    // With projection
+    testComputeKey("{}", "{}", "{a: 1}", "an|ia");
+    testComputeKey("{}", "{}", "{a: -1}", "an|ia");
+    testComputeKey("{}", "{}", "{a: -1.0}", "an|ia");
+    testComputeKey("{}", "{}", "{a: true}", "an|ia");
+    testComputeKey("{}", "{}", "{a: 0}", "an|ea");
+    testComputeKey("{}", "{}", "{a: false}", "an|ea");
+    testComputeKey("{}", "{}", "{a: 99}", "an|ia");
+    testComputeKey("{}", "{}", "{a: 'foo'}", "an|ia");
+    testComputeKey("{}", "{}", "{a: {$slice: [3, 5]}}", "an|{ $slice: \\[ 3\\, 5 \\] }a");
+    testComputeKey("{}", "{}", "{a: {$elemMatch: {x: 2}}}", "an|{ $elemMatch: { x: 2 } }a");
+    testComputeKey("{}", "{}", "{a: ObjectId('507f191e810c19729de860ea')}", "an|ia");
+    testComputeKey("{a: 1}", "{}", "{'a.$': 1}", "eqa|ia.$");
+    testComputeKey("{a: 1}", "{}", "{a: 1}", "eqa|ia");
+
+    // Projection should be order-insensitive
+    testComputeKey("{}", "{}", "{a: 1, b: 1}", "an|iaib");
+    testComputeKey("{}", "{}", "{b: 1, a: 1}", "an|iaib");
+
+    // With or-elimination and projection
+    testComputeKey("{$or: [{a: 1}]}", "{}", "{_id: 0, a: 1}", "eqa|e_idia");
+    testComputeKey("{$or: [{a: 1}]}", "{}", "{'a.$': 1}", "eqa|ia.$");
+}
+
+// Delimiters found in user field names or non-standard projection field values
+// must be escaped.
+TEST(PlanCacheTest, ComputeKeyEscaped) {
+    // Field name in query.
+    testComputeKey("{'a,[]~|<>': 1}", "{}", "{}", "eqa\\,\\[\\]\\~\\|\\<\\>");
+
+    // Field name in sort.
+    testComputeKey("{}", "{'a,[]~|<>': 1}", "{}", "an~aa\\,\\[\\]\\~\\|\\<\\>");
+
+    // Field name in projection.
+    testComputeKey("{}", "{}", "{'a,[]~|<>': 1}", "an|ia\\,\\[\\]\\~\\|\\<\\>");
+
+    // Value in projection.
+    testComputeKey("{}", "{}", "{a: 'foo,[]~|<>'}", "an|ia");
+}
+
+// Cache keys for $geoWithin queries with legacy and GeoJSON coordinates should
+// not be the same.
+TEST(PlanCacheTest, ComputeKeyGeoWithin) {
+    PlanCache planCache;
+
+    // Legacy coordinates.
+    unique_ptr<CanonicalQuery> cqLegacy(
+        canonicalize("{a: {$geoWithin: "
+                     "{$box: [[-180, -90], [180, 90]]}}}"));
+    // GeoJSON coordinates.
+    unique_ptr<CanonicalQuery> cqNew(
+        canonicalize("{a: {$geoWithin: "
+                     "{$geometry: {type: 'Polygon', coordinates: "
+                     "[[[0, 0], [0, 90], [90, 0], [0, 0]]]}}}}"));
+    ASSERT_NOT_EQUALS(planCache.computeKey(*cqLegacy), planCache.computeKey(*cqNew));
+}
+
+// GEO_NEAR cache keys should include information on geometry and CRS in addition
+// to the match type and field name.
+TEST(PlanCacheTest, ComputeKeyGeoNear) {
+    testComputeKey("{a: {$near: [0,0], $maxDistance:0.3 }}", "{}", "{}", "gnanrfl");
+    testComputeKey("{a: {$nearSphere: [0,0], $maxDistance: 0.31 }}", "{}", "{}", "gnanssp");
+    testComputeKey(
+        "{a: {$geoNear: {$geometry: {type: 'Point', coordinates: [0,0]},"
+        "$maxDistance:100}}}",
+        "{}",
+        "{}",
+        "gnanrsp");
+}
+
+TEST(PlanCacheTest, ComputeKeyRegexDependsOnFlags) {
+    testComputeKey("{a: {$regex: \"sometext\"}}", "{}", "{}", "rea");
+    testComputeKey("{a: {$regex: \"sometext\", $options: \"\"}}", "{}", "{}", "rea");
+
+    testComputeKey("{a: {$regex: \"sometext\", $options: \"s\"}}", "{}", "{}", "rea/s/");
+    testComputeKey("{a: {$regex: \"sometext\", $options: \"ms\"}}", "{}", "{}", "rea/ms/");
+
+    // Test that the ordering of $options doesn't matter.
+    testComputeKey("{a: {$regex: \"sometext\", $options: \"im\"}}", "{}", "{}", "rea/im/");
+    testComputeKey("{a: {$regex: \"sometext\", $options: \"mi\"}}", "{}", "{}", "rea/im/");
+
+    // Test that only the options affect the key. Two regex match expressions with the same options
+    // but different $regex values should have the same shape.
+    testComputeKey("{a: {$regex: \"abc\", $options: \"mi\"}}", "{}", "{}", "rea/im/");
+    testComputeKey("{a: {$regex: \"efg\", $options: \"mi\"}}", "{}", "{}", "rea/im/");
+
+    testComputeKey("{a: {$regex: \"\", $options: \"ms\"}}", "{}", "{}", "rea/ms/");
+    testComputeKey("{a: {$regex: \"___\", $options: \"ms\"}}", "{}", "{}", "rea/ms/");
+
+    // Test that only valid regex flags contribute to the plan cache key encoding.
+    testComputeKey(BSON("a" << BSON("$regex"
+                                    << "abc"
+                                    << "$options"
+                                    << "abcdefghijklmnopqrstuvwxyz")),
+                   {},
+                   {},
+                   "rea/imsx/");
+    testComputeKey("{a: /abc/gim}", "{}", "{}", "rea/im/");
+}
+
+TEST(PlanCacheTest, ComputeKeyMatchInDependsOnPresenceOfRegexAndFlags) {
+    // Test that an $in containing a single regex is unwrapped to $regex.
+    testComputeKey("{a: {$in: [/foo/]}}", "{}", "{}", "rea");
+    testComputeKey("{a: {$in: [/foo/i]}}", "{}", "{}", "rea/i/");
+
+    // Test that an $in with no regexes does not include any regex information.
+    testComputeKey("{a: {$in: [1, 'foo']}}", "{}", "{}", "ina");
+
+    // Test that an $in with a regex encodes the presence of the regex.
+    testComputeKey("{a: {$in: [1, /foo/]}}", "{}", "{}", "ina_re");
+
+    // Test that an $in with a regex encodes the presence of the regex and its flags.
+    testComputeKey("{a: {$in: [1, /foo/is]}}", "{}", "{}", "ina_re/is/");
+
+    // Test that the computed key is invariant to the order of the flags within each regex.
+    testComputeKey("{a: {$in: [1, /foo/si]}}", "{}", "{}", "ina_re/is/");
+
+    // Test that an $in with multiple regexes encodes all unique flags.
+    testComputeKey("{a: {$in: [1, /foo/i, /bar/m, /baz/s]}}", "{}", "{}", "ina_re/ims/");
+
+    // Test that an $in with multiple regexes deduplicates identical flags.
+    testComputeKey(
+        "{a: {$in: [1, /foo/i, /bar/m, /baz/s, /qux/i, /quux/s]}}", "{}", "{}", "ina_re/ims/");
+
+    // Test that the computed key is invariant to the ordering of the flags across regexes.
+    testComputeKey("{a: {$in: [1, /foo/ism, /bar/msi, /baz/im, /qux/si, /quux/im]}}",
+                   "{}",
+                   "{}",
+                   "ina_re/ims/");
+    testComputeKey("{a: {$in: [1, /foo/msi, /bar/ism, /baz/is, /qux/mi, /quux/im]}}",
+                   "{}",
+                   "{}",
+                   "ina_re/ims/");
+
+    // Test that $not-$in-$regex similarly records the presence and flags of any regexes.
+    testComputeKey("{a: {$not: {$in: [1, 'foo']}}}", "{}", "{}", "nt[ina]");
+    testComputeKey("{a: {$not: {$in: [1, /foo/]}}}", "{}", "{}", "nt[ina_re]");
+    testComputeKey(
+        "{a: {$not: {$in: [1, /foo/i, /bar/i, /baz/msi]}}}", "{}", "{}", "nt[ina_re/ims/]");
+
+    // Test that a $not-$in containing a single regex is unwrapped to $not-$regex.
+    testComputeKey("{a: {$not: {$in: [/foo/]}}}", "{}", "{}", "nt[rea]");
+    testComputeKey("{a: {$not: {$in: [/foo/i]}}}", "{}", "{}", "nt[rea/i/]");
+}
+
 // When a sparse index is present, computeKey() should generate different keys depending on
 // whether or not the predicates in the given query can use the index.
 TEST(PlanCacheTest, ComputeKeySparseIndex) {
@@ -1777,16 +1957,10 @@ TEST(PlanCacheTest, ComputeKeySparseIndex) {
 
     // 'cqEqNumber' and 'cqEqString' get the same key, since both are compatible with this
     // index.
-    const auto eqNumberKey = planCache.computeKey(*cqEqNumber);
-    const auto eqStringKey = planCache.computeKey(*cqEqString);
-    ASSERT_EQ(eqNumberKey, eqStringKey);
+    ASSERT_EQ(planCache.computeKey(*cqEqNumber), planCache.computeKey(*cqEqString));
 
     // 'cqEqNull' gets a different key, since it is not compatible with this index.
-    const auto eqNullKey = planCache.computeKey(*cqEqNull);
-    ASSERT_NOT_EQUALS(eqNullKey, eqNumberKey);
-
-    assertPlanCacheKeysUnequalDueToDiscriminators(eqNullKey, eqNumberKey);
-    assertPlanCacheKeysUnequalDueToDiscriminators(eqNullKey, eqStringKey);
+    ASSERT_NOT_EQUALS(planCache.computeKey(*cqEqNull), planCache.computeKey(*cqEqNumber));
 }
 
 // When a partial index is present, computeKey() should generate different keys depending on
@@ -1813,8 +1987,7 @@ TEST(PlanCacheTest, ComputeKeyPartialIndex) {
     ASSERT_EQ(planCache.computeKey(*cqGtZero), planCache.computeKey(*cqGtFive));
 
     // 'cqGtNegativeFive' gets a different key, since it is not compatible with this index.
-    assertPlanCacheKeysUnequalDueToDiscriminators(planCache.computeKey(*cqGtNegativeFive),
-                                                  planCache.computeKey(*cqGtZero));
+    ASSERT_NOT_EQUALS(planCache.computeKey(*cqGtNegativeFive), planCache.computeKey(*cqGtZero));
 }
 
 // Query shapes should get the same plan cache key if they have the same collation indexability.
@@ -1845,20 +2018,11 @@ TEST(PlanCacheTest, ComputeKeyCollationIndex) {
     ASSERT_EQ(planCache.computeKey(*containsString), planCache.computeKey(*containsArray));
 
     // 'noStrings' gets a different key since it is compatible with the index.
-    assertPlanCacheKeysUnequalDueToDiscriminators(planCache.computeKey(*containsString),
-                                                  planCache.computeKey(*noStrings));
-    ASSERT_EQ(planCache.computeKey(*containsString).getUnstablePart(), "<0>");
-    ASSERT_EQ(planCache.computeKey(*noStrings).getUnstablePart(), "<1>");
-
-    // 'noStrings' and 'containsStringHasCollation' get different keys, since the collation
-    // specified in the query is considered part of its shape. However, they have the same index
-    // compatibility, so the unstable part of their PlanCacheKeys should be the same.
-    PlanCacheKey noStringKey = planCache.computeKey(*noStrings);
-    PlanCacheKey withStringAndCollationKey = planCache.computeKey(*containsStringHasCollation);
-    ASSERT_NE(noStringKey, withStringAndCollationKey);
-    ASSERT_EQ(noStringKey.getUnstablePart(), withStringAndCollationKey.getUnstablePart());
-    ASSERT_NE(noStringKey.getStableKeyStringData(),
-              withStringAndCollationKey.getStableKeyStringData());
+    ASSERT_NOT_EQUALS(planCache.computeKey(*containsString), planCache.computeKey(*noStrings));
+
+    // 'noStrings' and 'containsStringHasCollation' get the same key since they compatible with the
+    // index.
+    ASSERT_EQ(planCache.computeKey(*noStrings), planCache.computeKey(*containsStringHasCollation));
 
     unique_ptr<CanonicalQuery> inContainsString(canonicalize("{a: {$in: [1, 'abc', 2]}}"));
     unique_ptr<CanonicalQuery> inContainsObject(canonicalize("{a: {$in: [1, {b: 'abc'}, 2]}}"));
@@ -1873,17 +2037,12 @@ TEST(PlanCacheTest, ComputeKeyCollationIndex) {
     ASSERT_EQ(planCache.computeKey(*inContainsString), planCache.computeKey(*inContainsArray));
 
     // 'inNoStrings' gets a different key since it is compatible with the index.
-    assertPlanCacheKeysUnequalDueToDiscriminators(planCache.computeKey(*inContainsString),
-                                                  planCache.computeKey(*inNoStrings));
-    ASSERT_EQ(planCache.computeKey(*inContainsString).getUnstablePart(), "<0>");
-    ASSERT_EQ(planCache.computeKey(*inNoStrings).getUnstablePart(), "<1>");
+    ASSERT_NOT_EQUALS(planCache.computeKey(*inContainsString), planCache.computeKey(*inNoStrings));
 
     // 'inNoStrings' and 'inContainsStringHasCollation' get the same key since they compatible with
     // the index.
-    ASSERT_NE(planCache.computeKey(*inNoStrings),
+    ASSERT_EQ(planCache.computeKey(*inNoStrings),
               planCache.computeKey(*inContainsStringHasCollation));
-    ASSERT_EQ(planCache.computeKey(*inNoStrings).getUnstablePart(),
-              planCache.computeKey(*inContainsStringHasCollation).getUnstablePart());
 }
 
 TEST(PlanCacheTest, ComputeKeyWildcardIndex) {
@@ -1914,10 +2073,7 @@ TEST(PlanCacheTest, ComputeKeyWildcardIndex) {
     // different keys.
     ASSERT_EQ(planCacheWithNoIndexes.computeKey(*usesPathWithScalar),
               planCacheWithNoIndexes.computeKey(*usesPathWithObject));
-    assertPlanCacheKeysUnequalDueToDiscriminators(planCache.computeKey(*usesPathWithScalar),
-                                                  planCache.computeKey(*usesPathWithObject));
-    ASSERT_EQ(planCache.computeKey(*usesPathWithScalar).getUnstablePart(), "<1>");
-    ASSERT_EQ(planCache.computeKey(*usesPathWithObject).getUnstablePart(), "<0>");
+    ASSERT_NE(planCache.computeKey(*usesPathWithScalar), planCache.computeKey(*usesPathWithObject));
 
     ASSERT_EQ(planCache.computeKey(*usesPathWithObject), planCache.computeKey(*usesPathWithArray));
     ASSERT_EQ(planCache.computeKey(*usesPathWithObject),
@@ -1934,19 +2090,14 @@ TEST(PlanCacheTest, ComputeKeyWildcardIndex) {
 
     // More complex queries with similar shapes. This is to ensure that plan cache key encoding
     // correctly traverses the expression tree.
-    auto orQueryWithOneBranchAllowed = canonicalize("{$or: [{a: 3}, {a: {$gt: [1,2]}}]}");
+    auto orQueryAllowed = canonicalize("{$or: [{a: 3}, {a: {$gt: [1,2]}}]}");
     // Same shape except 'a' is compared to an object.
-    auto orQueryWithNoBranchesAllowed =
-        canonicalize("{$or: [{a: {someobject: 1}}, {a: {$gt: [1,2]}}]}");
+    auto orQueryNotAllowed = canonicalize("{$or: [{a: {someobject: 1}}, {a: {$gt: [1,2]}}]}");
     // The two queries should have the same shape when no indexes are present, but different shapes
     // when a $** index is present.
-    ASSERT_EQ(planCacheWithNoIndexes.computeKey(*orQueryWithOneBranchAllowed),
-              planCacheWithNoIndexes.computeKey(*orQueryWithNoBranchesAllowed));
-    assertPlanCacheKeysUnequalDueToDiscriminators(
-        planCache.computeKey(*orQueryWithOneBranchAllowed),
-        planCache.computeKey(*orQueryWithNoBranchesAllowed));
-    ASSERT_EQ(planCache.computeKey(*orQueryWithOneBranchAllowed).getUnstablePart(), "<1><0>");
-    ASSERT_EQ(planCache.computeKey(*orQueryWithNoBranchesAllowed).getUnstablePart(), "<0><0>");
+    ASSERT_EQ(planCacheWithNoIndexes.computeKey(*orQueryAllowed),
+              planCacheWithNoIndexes.computeKey(*orQueryNotAllowed));
+    ASSERT_NE(planCache.computeKey(*orQueryAllowed), planCache.computeKey(*orQueryNotAllowed));
 }
 
 TEST(PlanCacheTest, ComputeKeyWildcardIndexDiscriminatesEqualityToEmptyObj) {
@@ -1958,41 +2109,12 @@ TEST(PlanCacheTest, ComputeKeyWildcardIndexDiscriminatesEqualityToEmptyObj) {
     // Equality to empty obj and equality to non-empty obj have different plan cache keys.
     std::unique_ptr<CanonicalQuery> equalsEmptyObj(canonicalize("{a: {}}"));
     std::unique_ptr<CanonicalQuery> equalsNonEmptyObj(canonicalize("{a: {b: 1}}"));
-    assertPlanCacheKeysUnequalDueToDiscriminators(planCache.computeKey(*equalsEmptyObj),
-                                                  planCache.computeKey(*equalsNonEmptyObj));
-    ASSERT_EQ(planCache.computeKey(*equalsNonEmptyObj).getUnstablePart(), "<0>");
-    ASSERT_EQ(planCache.computeKey(*equalsEmptyObj).getUnstablePart(), "<1>");
+    ASSERT_NE(planCache.computeKey(*equalsEmptyObj), planCache.computeKey(*equalsNonEmptyObj));
 
     // $in with empty obj and $in with non-empty obj have different plan cache keys.
     std::unique_ptr<CanonicalQuery> inWithEmptyObj(canonicalize("{a: {$in: [{}]}}"));
     std::unique_ptr<CanonicalQuery> inWithNonEmptyObj(canonicalize("{a: {$in: [{b: 1}]}}"));
-    assertPlanCacheKeysUnequalDueToDiscriminators(planCache.computeKey(*inWithEmptyObj),
-                                                  planCache.computeKey(*inWithNonEmptyObj));
-    ASSERT_EQ(planCache.computeKey(*inWithNonEmptyObj).getUnstablePart(), "<0>");
-    ASSERT_EQ(planCache.computeKey(*inWithEmptyObj).getUnstablePart(), "<1>");
-}
-
-TEST(PlanCacheTest, StableKeyDoesNotChangeAcrossIndexCreation) {
-    PlanCache planCache;
-    unique_ptr<CanonicalQuery> cq(canonicalize("{a: 0}}"));
-    const PlanCacheKey preIndexKey = planCache.computeKey(*cq);
-    const auto preIndexStableKey = preIndexKey.getStableKey();
-    ASSERT_EQ(preIndexKey.getUnstablePart(), "");
-
-    // Create a sparse index (which requires a discriminator).
-    planCache.notifyOfIndexEntries({IndexEntry(BSON("a" << 1),
-                                               false,                       // multikey
-                                               true,                        // sparse
-                                               false,                       // unique
-                                               IndexEntry::Identifier{""},  // name
-                                               nullptr,                     // filterExpr
-                                               BSONObj())});
-
-    const PlanCacheKey postIndexKey = planCache.computeKey(*cq);
-    const auto postIndexStableKey = postIndexKey.getStableKey();
-    ASSERT_NE(preIndexKey, postIndexKey);
-    ASSERT_EQ(preIndexStableKey, postIndexStableKey);
-    ASSERT_EQ(postIndexKey.getUnstablePart(), "<1>");
+    ASSERT_NE(planCache.computeKey(*inWithEmptyObj), planCache.computeKey(*inWithNonEmptyObj));
 }
 
 }  // namespace
diff --git a/src/mongo/db/query/query_settings.cpp b/src/mongo/db/query/query_settings.cpp
index cd3e52c2c49..5dd51534581 100644
--- a/src/mongo/db/query/query_settings.cpp
+++ b/src/mongo/db/query/query_settings.cpp
@@ -78,7 +78,7 @@ AllowedIndexEntry::AllowedIndexEntry(const BSONObj& query,
 //
 
 boost::optional<AllowedIndicesFilter> QuerySettings::getAllowedIndicesFilter(
-    const CanonicalQuery::QueryShapeString& key) const {
+    const PlanCacheKey& key) const {
     stdx::lock_guard<stdx::mutex> cacheLock(_mutex);
     AllowedIndexEntryMap::const_iterator cacheIter = _allowedIndexEntryMap.find(key);
 
@@ -100,13 +100,13 @@ std::vector<AllowedIndexEntry> QuerySettings::getAllAllowedIndices() const {
 }
 
 void QuerySettings::setAllowedIndices(const CanonicalQuery& canonicalQuery,
+                                      const PlanCacheKey& key,
                                       const BSONObjSet& indexKeyPatterns,
                                       const stdx::unordered_set<std::string>& indexNames) {
     const QueryRequest& qr = canonicalQuery.getQueryRequest();
     const BSONObj& query = qr.getFilter();
     const BSONObj& sort = qr.getSort();
     const BSONObj& projection = qr.getProj();
-    const auto key = canonicalQuery.encodeKey();
     const BSONObj collation =
         canonicalQuery.getCollator() ? canonicalQuery.getCollator()->getSpec().toBSON() : BSONObj();
 
@@ -118,7 +118,7 @@ void QuerySettings::setAllowedIndices(const CanonicalQuery& canonicalQuery,
         std::forward_as_tuple(query, sort, projection, collation, indexKeyPatterns, indexNames));
 }
 
-void QuerySettings::removeAllowedIndices(const CanonicalQuery::QueryShapeString& key) {
+void QuerySettings::removeAllowedIndices(const PlanCacheKey& key) {
     stdx::lock_guard<stdx::mutex> cacheLock(_mutex);
     AllowedIndexEntryMap::iterator i = _allowedIndexEntryMap.find(key);
 
diff --git a/src/mongo/db/query/query_settings.h b/src/mongo/db/query/query_settings.h
index 48db5f7ed83..3e69a2ca55f 100644
--- a/src/mongo/db/query/query_settings.h
+++ b/src/mongo/db/query/query_settings.h
@@ -117,8 +117,7 @@ public:
      * Returns AllowedIndicesFilter for the query if it is set in the query settings, or
      * boost::none if it isn't.
      */
-    boost::optional<AllowedIndicesFilter> getAllowedIndicesFilter(
-        const CanonicalQuery::QueryShapeString& query) const;
+    boost::optional<AllowedIndicesFilter> getAllowedIndicesFilter(const PlanCacheKey& query) const;
 
     /**
      * Returns copies of all overrides for the collection.
@@ -130,13 +129,14 @@ public:
      * If existing entry is found for the same key, replaces it.
      */
     void setAllowedIndices(const CanonicalQuery& canonicalQuery,
+                           const PlanCacheKey& key,
                            const BSONObjSet& indexKeyPatterns,
                            const stdx::unordered_set<std::string>& indexNames);
 
     /**
      * Removes single entry from query settings. No effect if query shape is not found.
      */
-    void removeAllowedIndices(const CanonicalQuery::QueryShapeString& canonicalQuery);
+    void removeAllowedIndices(const PlanCacheKey& canonicalQuery);
 
     /**
      * Clears all allowed indices from query settings.
@@ -145,8 +145,7 @@ public:
 
 private:
     // Allowed index entries owned here.
-    using AllowedIndexEntryMap =
-        stdx::unordered_map<CanonicalQuery::QueryShapeString, AllowedIndexEntry>;
+    using AllowedIndexEntryMap = stdx::unordered_map<PlanCacheKey, AllowedIndexEntry>;
     AllowedIndexEntryMap _allowedIndexEntryMap;
 
     /**