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diff --git a/tests/unit/hyperloglog.tcl b/tests/unit/hyperloglog.tcl
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+start_server {tags {"hll"}} {
+    test {HyperLogLog self test passes} {
+        catch {r pfselftest} e
+        set e
+    } {OK}
+
+    test {PFADD without arguments creates an HLL value} {
+        r pfadd hll
+        r exists hll
+    } {1}
+
+    test {Approximated cardinality after creation is zero} {
+        r pfcount hll
+    } {0}
+
+    test {PFADD returns 1 when at least 1 reg was modified} {
+        r pfadd hll a b c
+    } {1}
+
+    test {PFADD returns 0 when no reg was modified} {
+        r pfadd hll a b c
+    } {0}
+
+    test {PFADD works with empty string (regression)} {
+        r pfadd hll ""
+    }
+
+    # Note that the self test stresses much better the
+    # cardinality estimation error. We are testing just the
+    # command implementation itself here.
+    test {PFCOUNT returns approximated cardinality of set} {
+        r del hll
+        set res {}
+        r pfadd hll 1 2 3 4 5
+        lappend res [r pfcount hll]
+        # Call it again to test cached value invalidation.
+        r pfadd hll 6 7 8 8 9 10
+        lappend res [r pfcount hll]
+        set res
+    } {5 10}
+
+    test {HyperLogLogs are promote from sparse to dense} {
+        r del hll
+        r config set hll-sparse-max-bytes 3000
+        set n 0
+        while {$n < 100000} {
+            set elements {}
+            for {set j 0} {$j < 100} {incr j} {lappend elements [expr rand()]}
+            incr n 100
+            r pfadd hll {*}$elements
+            set card [r pfcount hll]
+            set err [expr {abs($card-$n)}]
+            assert {$err < (double($card)/100)*5}
+            if {$n < 1000} {
+                assert {[r pfdebug encoding hll] eq {sparse}}
+            } elseif {$n > 10000} {
+                assert {[r pfdebug encoding hll] eq {dense}}
+            }
+        }
+    }
+
+    test {HyperLogLog sparse encoding stress test} {
+        for {set x 0} {$x < 1000} {incr x} {
+            r del hll1 hll2
+            set numele [randomInt 100]
+            set elements {}
+            for {set j 0} {$j < $numele} {incr j} {
+                lappend elements [expr rand()]
+            }
+            # Force dense representation of hll2
+            r pfadd hll2
+            r pfdebug todense hll2
+            r pfadd hll1 {*}$elements
+            r pfadd hll2 {*}$elements
+            assert {[r pfdebug encoding hll1] eq {sparse}}
+            assert {[r pfdebug encoding hll2] eq {dense}}
+            # Cardinality estimated should match exactly.
+            assert {[r pfcount hll1] eq [r pfcount hll2]}
+        }
+    }
+
+    test {Corrupted sparse HyperLogLogs are detected: Additionl at tail} {
+        r del hll
+        r pfadd hll a b c
+        r append hll "hello"
+        set e {}
+        catch {r pfcount hll} e
+        set e
+    } {*INVALIDOBJ*}
+
+    test {Corrupted sparse HyperLogLogs are detected: Broken magic} {
+        r del hll
+        r pfadd hll a b c
+        r setrange hll 0 "0123"
+        set e {}
+        catch {r pfcount hll} e
+        set e
+    } {*WRONGTYPE*}
+
+    test {Corrupted sparse HyperLogLogs are detected: Invalid encoding} {
+        r del hll
+        r pfadd hll a b c
+        r setrange hll 4 "x"
+        set e {}
+        catch {r pfcount hll} e
+        set e
+    } {*WRONGTYPE*}
+
+    test {Corrupted dense HyperLogLogs are detected: Wrong length} {
+        r del hll
+        r pfadd hll a b c
+        r setrange hll 4 "\x00"
+        set e {}
+        catch {r pfcount hll} e
+        set e
+    } {*WRONGTYPE*}
+
+    test {PFADD, PFCOUNT, PFMERGE type checking works} {
+        r set foo bar
+        catch {r pfadd foo 1} e
+        assert_match {*WRONGTYPE*} $e
+        catch {r pfcount foo} e
+        assert_match {*WRONGTYPE*} $e
+        catch {r pfmerge bar foo} e
+        assert_match {*WRONGTYPE*} $e
+        catch {r pfmerge foo bar} e
+        assert_match {*WRONGTYPE*} $e
+    }
+
+    test {PFMERGE results on the cardinality of union of sets} {
+        r del hll hll1 hll2 hll3
+        r pfadd hll1 a b c
+        r pfadd hll2 b c d
+        r pfadd hll3 c d e
+        r pfmerge hll hll1 hll2 hll3
+        r pfcount hll
+    } {5}
+
+    test {PFCOUNT multiple-keys merge returns cardinality of union #1} {
+        r del hll1 hll2 hll3
+        for {set x 1} {$x < 10000} {incr x} {
+            r pfadd hll1 "foo-$x"
+            r pfadd hll2 "bar-$x"
+            r pfadd hll3 "zap-$x"
+
+            set card [r pfcount hll1 hll2 hll3]
+            set realcard [expr {$x*3}]
+            set err [expr {abs($card-$realcard)}]
+            assert {$err < (double($card)/100)*5}
+        }
+    }
+
+    test {PFCOUNT multiple-keys merge returns cardinality of union #2} {
+        r del hll1 hll2 hll3
+        set elements {}
+        for {set x 1} {$x < 10000} {incr x} {
+            for {set j 1} {$j <= 3} {incr j} {
+                set rint [randomInt 20000]
+                r pfadd hll$j $rint
+                lappend elements $rint
+            }
+        }
+        set realcard [llength [lsort -unique $elements]]
+        set card [r pfcount hll1 hll2 hll3]
+        set err [expr {abs($card-$realcard)}]
+        assert {$err < (double($card)/100)*5}
+    }
+
+    test {PFDEBUG GETREG returns the HyperLogLog raw registers} {
+        r del hll
+        r pfadd hll 1 2 3
+        llength [r pfdebug getreg hll]
+    } {16384}
+
+    test {PFADD / PFCOUNT cache invalidation works} {
+        r del hll
+        r pfadd hll a b c
+        r pfcount hll
+        assert {[r getrange hll 15 15] eq "\x00"}
+        r pfadd hll a b c
+        assert {[r getrange hll 15 15] eq "\x00"}
+        r pfadd hll 1 2 3
+        assert {[r getrange hll 15 15] eq "\x80"}
+    }
+}