[Mlir-commits] [mlir] 6963be1 - Revert "[MLIR] rewrite AffineStructures and Presburger tests to use the parser"

Mehdi Amini llvmlistbot at llvm.org
Sun Dec 19 23:22:06 PST 2021


Author: Mehdi Amini
Date: 2021-12-20T07:20:31Z
New Revision: 6963be12761f9d78a49c6d43e7ac13862a8f7270

URL: https://github.com/llvm/llvm-project/commit/6963be12761f9d78a49c6d43e7ac13862a8f7270
DIFF: https://github.com/llvm/llvm-project/commit/6963be12761f9d78a49c6d43e7ac13862a8f7270.diff

LOG: Revert "[MLIR] rewrite AffineStructures and Presburger tests to use the parser"

This reverts commit b0e8667b1dbdb45bdc2738e4bec1c69fe3790a27.

ASAN/UBSAN bot is broken with this trace:

[ RUN      ] FlatAffineConstraintsTest.FindSampleTest
llvm-project/mlir/include/mlir/Support/MathExtras.h:27:15: runtime error: signed integer overflow: 1229996100002 * 809999700000 cannot be represented in type 'long'
    #0 0x7f63ace960e4 in mlir::ceilDiv(long, long) llvm-project/mlir/include/mlir/Support/MathExtras.h:27:15
    #1 0x7f63ace8587e in ceil llvm-project/mlir/include/mlir/Analysis/Presburger/Fraction.h:57:42
    #2 0x7f63ace8587e in operator* llvm-project/llvm/include/llvm/ADT/STLExtras.h:347:42
    #3 0x7f63ace8587e in uninitialized_copy<llvm::mapped_iterator<mlir::Fraction *, long (*)(mlir::Fraction), long>, long *> include/c++/v1/__memory/uninitialized_algorithms.h:36:62
    #4 0x7f63ace8587e in uninitialized_copy<llvm::mapped_iterator<mlir::Fraction *, long (*)(mlir::Fraction), long>, long *> llvm-project/llvm/include/llvm/ADT/SmallVector.h:490:5
    #5 0x7f63ace8587e in append<llvm::mapped_iterator<mlir::Fraction *, long (*)(mlir::Fraction), long>, void> llvm-project/llvm/include/llvm/ADT/SmallVector.h:662:5
    #6 0x7f63ace8587e in SmallVector<llvm::mapped_iterator<mlir::Fraction *, long (*)(mlir::Fraction), long> > llvm-project/llvm/include/llvm/ADT/SmallVector.h:1204:11
    #7 0x7f63ace8587e in mlir::FlatAffineConstraints::findIntegerSample() const llvm-project/mlir/lib/Analysis/AffineStructures.cpp:1171:27
    #8 0x7f63ae95a84d in mlir::checkSample(bool, mlir::FlatAffineConstraints const&, mlir::TestFunction) llvm-project/mlir/unittests/Analysis/AffineStructuresTest.cpp:37:23
    #9 0x7f63ae957545 in mlir::FlatAffineConstraintsTest_FindSampleTest_Test::TestBody() llvm-project/mlir/unittests/Analysis/AffineStructuresTest.cpp:222:3

Added: 
    

Modified: 
    mlir/unittests/Analysis/AffineStructuresTest.cpp
    mlir/unittests/Analysis/PresburgerSetTest.cpp

Removed: 
    


################################################################################
diff  --git a/mlir/unittests/Analysis/AffineStructuresTest.cpp b/mlir/unittests/Analysis/AffineStructuresTest.cpp
index e51752aef25ff..d459d08a322fd 100644
--- a/mlir/unittests/Analysis/AffineStructuresTest.cpp
+++ b/mlir/unittests/Analysis/AffineStructuresTest.cpp
@@ -119,50 +119,47 @@ TEST(FlatAffineConstraintsTest, FindSampleTest) {
   checkSample(true, parseFAC("(x) : (7 * x >= 0, -7 * x + 5 >= 0)", &context));
 
   // 1 <= 5x and 5x <= 4 (no solution).
-  checkSample(false,
-              parseFAC("(x) : (5 * x - 1 >= 0, -5 * x + 4 >= 0)", &context));
+  checkSample(false, makeFACFromConstraints(1, {{5, -1}, {-5, 4}}, {}));
 
   // 1 <= 5x and 5x <= 9 (solution: x = 1).
-  checkSample(true,
-              parseFAC("(x) : (5 * x - 1 >= 0, -5 * x + 9 >= 0)", &context));
+  checkSample(true, makeFACFromConstraints(1, {{5, -1}, {-5, 9}}, {}));
 
   // Bounded sets with equalities.
   // x >= 8 and 40 >= y and x = y.
-  checkSample(true, parseFAC("(x,y) : (x - 8 >= 0, -y + 40 >= 0, x - y == 0)",
-                             &context));
+  checkSample(
+      true, makeFACFromConstraints(2, {{1, 0, -8}, {0, -1, 40}}, {{1, -1, 0}}));
 
   // x <= 10 and y <= 10 and 10 <= z and x + 2y = 3z.
   // solution: x = y = z = 10.
-  checkSample(true, parseFAC("(x,y,z) : (-x + 10 >= 0, -y + 10 >= 0, "
-                             "z - 10 >= 0, x + 2 * y - 3 * z == 0)",
-                             &context));
+  checkSample(true, makeFACFromConstraints(
+                        3, {{-1, 0, 0, 10}, {0, -1, 0, 10}, {0, 0, 1, -10}},
+                        {{1, 2, -3, 0}}));
 
   // x <= 10 and y <= 10 and 11 <= z and x + 2y = 3z.
   // This implies x + 2y >= 33 and x + 2y <= 30, which has no solution.
-  checkSample(false, parseFAC("(x,y,z) : (-x + 10 >= 0, -y + 10 >= 0, "
-                              "z - 11 >= 0, x + 2 * y - 3 * z == 0)",
-                              &context));
+  checkSample(false, makeFACFromConstraints(
+                         3, {{-1, 0, 0, 10}, {0, -1, 0, 10}, {0, 0, 1, -11}},
+                         {{1, 2, -3, 0}}));
 
   // 0 <= r and r <= 3 and 4q + r = 7.
   // Solution: q = 1, r = 3.
-  checkSample(
-      true,
-      parseFAC("(q,r) : (r >= 0, -r + 3 >= 0, 4 * q + r - 7 == 0)", &context));
+  checkSample(true,
+              makeFACFromConstraints(2, {{0, 1, 0}, {0, -1, 3}}, {{4, 1, -7}}));
 
   // 4q + r = 7 and r = 0.
   // Solution: q = 1, r = 3.
-  checkSample(false,
-              parseFAC("(q,r) : (4 * q + r - 7 == 0, r == 0)", &context));
+  checkSample(false, makeFACFromConstraints(2, {}, {{4, 1, -7}, {0, 1, 0}}));
 
   // The next two sets are large sets that should take a long time to sample
   // with a naive branch and bound algorithm but can be sampled efficiently with
   // the GBR algorithm.
   //
   // This is a triangle with vertices at (1/3, 0), (2/3, 0) and (10000, 10000).
-  checkSample(true, parseFAC("(x,y) : (y >= 0, "
-                             "300000 * x - 299999 * y - 100000 >= 0, "
-                             "-300000 * x + 299998 * y + 200000 >= 0)",
-                             &context));
+  checkSample(
+      true,
+      makeFACFromConstraints(
+          2, {{0, 1, 0}, {300000, -299999, -100000}, {-300000, 299998, 200000}},
+          {}));
 
   // This is a tetrahedron with vertices at
   // (1/3, 0, 0), (2/3, 0, 0), (2/3, 0, 10000), and (10000, 10000, 10000).
@@ -180,13 +177,17 @@ TEST(FlatAffineConstraintsTest, FindSampleTest) {
       {});
 
   // Same thing with some spurious extra dimensions equated to constants.
-  checkSample(
-      true,
-      parseFAC("(a,b,c,d,e) : (b + d - e >= 0, -b + c - d + e >= 0, "
-               "300000 * a - 299998 * b - c - 9 * d + 21 * e - 112000 >= 0, "
-               "-150000 * a + 149999 * b - 15 * d + 47 * e + 68000 >= 0, "
-               "d - e == 0, d + e - 2000 == 0)",
-               &context));
+  checkSample(true,
+              makeFACFromConstraints(
+                  5,
+                  {
+                      {0, 1, 0, 1, -1, 0},
+                      {0, -1, 1, -1, 1, 0},
+                      {300000, -299998, -1, -9, 21, -112000},
+                      {-150000, 149999, 0, -15, 47, 68000},
+                  },
+                  {{0, 0, 0, 1, -1, 0},       // p = q.
+                   {0, 0, 0, 1, 1, -2000}})); // p + q = 20000 => p = q = 10000.
 
   // This is a tetrahedron with vertices at
   // (1/3, 0, 0), (2/3, 0, 0), (2/3, 0, 100), (100, 100 - 1/3, 100).
@@ -203,25 +204,40 @@ TEST(FlatAffineConstraintsTest, FindSampleTest) {
   // empty.
 
   // This is a line segment from (0, 1/3) to (100, 100 + 1/3).
-  checkSample(
-      false, parseFAC("(x,y) : (x >= 0, -x + 100 >= 0, 3 * x - 3 * y + 1 == 0)",
-                      &context));
+  checkSample(false, makeFACFromConstraints(
+                         2,
+                         {
+                             {1, 0, 0},   // x >= 0.
+                             {-1, 0, 100} // -x + 100 >= 0, i.e., x <= 100.
+                         },
+                         {
+                             {3, -3, 1} // 3x - 3y + 1 = 0, i.e., y = x + 1/3.
+                         }));
 
   // A thin parallelogram. 0 <= x <= 100 and x + 1/3 <= y <= x + 2/3.
-  checkSample(false,
-              parseFAC("(x,y) : (x >= 0, -x + 100 >= 0, "
-                       "3 * x - 3 * y + 2 >= 0, -3 * x + 3 * y - 1 >= 0)",
-                       &context));
-
-  checkSample(true, parseFAC("(x,y) : (2 * x >= 0, -2 * x + 99 >= 0, "
-                             "2 * y >= 0, -2 * y + 99 >= 0)",
-                             &context));
-
+  checkSample(false, makeFACFromConstraints(2,
+                                            {
+                                                {1, 0, 0},    // x >= 0.
+                                                {-1, 0, 100}, // x <= 100.
+                                                {3, -3, 2},   // 3x - 3y >= -2.
+                                                {-3, 3, -1},  // 3x - 3y <= -1.
+                                            },
+                                            {}));
+
+  checkSample(true, makeFACFromConstraints(2,
+                                           {
+                                               {2, 0, 0},   // 2x >= 1.
+                                               {-2, 0, 99}, // 2x <= 99.
+                                               {0, 2, 0},   // 2y >= 0.
+                                               {0, -2, 99}, // 2y <= 99.
+                                           },
+                                           {}));
   // 2D cone with apex at (10000, 10000) and
   // edges passing through (1/3, 0) and (2/3, 0).
-  checkSample(true, parseFAC("(x,y) : (300000 * x - 299999 * y - 100000 >= 0, "
-                             "-300000 * x + 2999998 * y + 200000 >= 0)",
-                             &context));
+  checkSample(
+      true,
+      makeFACFromConstraints(
+          2, {{300000, -299999, -100000}, {-300000, 299998, 200000}}, {}));
 
   // Cartesian product of a tetrahedron and a 2D cone.
   // The tetrahedron has vertices at
@@ -334,9 +350,14 @@ TEST(FlatAffineConstraintsTest, FindSampleTest) {
                           },
                           {});
 
-  checkSample(true, parseFAC("(x, y, z) : (2 * x - 1 >= 0, x - y - 1 == 0, "
-                             "y - z == 0)",
-                             &context));
+  checkSample(true, makeFACFromConstraints(3,
+                                           {
+                                               {2, 0, 0, -1}, // 2x >= 1
+                                           },
+                                           {{
+                                               {1, -1, 0, -1}, // y = x - 1
+                                               {0, 1, -1, 0},  // z = y
+                                           }}));
 
   // Regression tests for the computation of dual coefficients.
   checkSample(false, parseFAC("(x, y, z) : ("
@@ -356,49 +377,67 @@ TEST(FlatAffineConstraintsTest, FindSampleTest) {
 }
 
 TEST(FlatAffineConstraintsTest, IsIntegerEmptyTest) {
-
-  MLIRContext context;
-
   // 1 <= 5x and 5x <= 4 (no solution).
-  EXPECT_TRUE(parseFAC("(x) : (5 * x - 1 >= 0, -5 * x + 4 >= 0)", &context)
-                  .isIntegerEmpty());
+  EXPECT_TRUE(
+      makeFACFromConstraints(1, {{5, -1}, {-5, 4}}, {}).isIntegerEmpty());
   // 1 <= 5x and 5x <= 9 (solution: x = 1).
-  EXPECT_FALSE(parseFAC("(x) : (5 * x - 1 >= 0, -5 * x + 9 >= 0)", &context)
-                   .isIntegerEmpty());
+  EXPECT_FALSE(
+      makeFACFromConstraints(1, {{5, -1}, {-5, 9}}, {}).isIntegerEmpty());
 
   // Unbounded sets.
-  EXPECT_TRUE(parseFAC("(x,y,z) : (2 * y - 1 >= 0, -2 * y + 1 >= 0, "
-                       "2 * z - 1 >= 0, 2 * x - 1 == 0)",
-                       &context)
+  EXPECT_TRUE(makeFACFromConstraints(3,
+                                     {
+                                         {0, 2, 0, -1}, // 2y >= 1
+                                         {0, -2, 0, 1}, // 2y <= 1
+                                         {0, 0, 2, -1}, // 2z >= 1
+                                     },
+                                     {{2, 0, 0, -1}} // 2x = 1
+                                     )
                   .isIntegerEmpty());
 
-  EXPECT_FALSE(parseFAC("(x,y,z) : (2 * x - 1 >= 0, -3 * x + 3 >= 0, "
-                        "5 * z - 6 >= 0, -7 * z + 17 >= 0, 3 * y - 2 >= 0)",
-                        &context)
+  EXPECT_FALSE(makeFACFromConstraints(3,
+                                      {
+                                          {2, 0, 0, -1},  // 2x >= 1
+                                          {-3, 0, 0, 3},  // 3x <= 3
+                                          {0, 0, 5, -6},  // 5z >= 6
+                                          {0, 0, -7, 17}, // 7z <= 17
+                                          {0, 3, 0, -2},  // 3y >= 2
+                                      },
+                                      {})
                    .isIntegerEmpty());
 
-  EXPECT_FALSE(
-      parseFAC("(x,y,z) : (2 * x - 1 >= 0, x - y - 1 == 0, y - z == 0)",
-               &context)
-          .isIntegerEmpty());
+  EXPECT_FALSE(makeFACFromConstraints(3,
+                                      {
+                                          {2, 0, 0, -1}, // 2x >= 1
+                                      },
+                                      {{
+                                          {1, -1, 0, -1}, // y = x - 1
+                                          {0, 1, -1, 0},  // z = y
+                                      }})
+                   .isIntegerEmpty());
 
   // FlatAffineConstraints::isEmpty() does not detect the following sets to be
   // empty.
 
   // 3x + 7y = 1 and 0 <= x, y <= 10.
   // Since x and y are non-negative, 3x + 7y can never be 1.
-  EXPECT_TRUE(parseFAC("(x,y) : (x >= 0, -x + 10 >= 0, y >= 0, -y + 10 >= 0, "
-                       "3 * x + 7 * y - 1 == 0)",
-                       &context)
-                  .isIntegerEmpty());
+  EXPECT_TRUE(
+      makeFACFromConstraints(
+          2, {{1, 0, 0}, {-1, 0, 10}, {0, 1, 0}, {0, -1, 10}}, {{3, 7, -1}})
+          .isIntegerEmpty());
 
   // 2x = 3y and y = x - 1 and x + y = 6z + 2 and 0 <= x, y <= 100.
   // Substituting y = x - 1 in 3y = 2x, we obtain x = 3 and hence y = 2.
   // Since x + y = 5 cannot be equal to 6z + 2 for any z, the set is empty.
   EXPECT_TRUE(
-      parseFAC("(x,y,z) : (x >= 0, -x + 100 >= 0, y >= 0, -y + 100 >= 0, "
-               "2 * x - 3 * y == 0, x - y - 1 == 0, x + y - 6 * z - 2 == 0)",
-               &context)
+      makeFACFromConstraints(3,
+                             {
+                                 {1, 0, 0, 0},
+                                 {-1, 0, 0, 100},
+                                 {0, 1, 0, 0},
+                                 {0, -1, 0, 100},
+                             },
+                             {{2, -3, 0, 0}, {1, -1, 0, -1}, {1, 1, -6, -2}})
           .isIntegerEmpty());
 
   // 2x = 3y and y = x - 1 + 6z and x + y = 6q + 2 and 0 <= x, y <= 100.
@@ -406,23 +445,36 @@ TEST(FlatAffineConstraintsTest, IsIntegerEmptyTest) {
   // Now y = x - 1 + 6z implies y = 2 mod 3. In fact, since y is even, we have
   // y = 2 mod 6. Then since x = y + 1 + 6z, we have x = 3 mod 6, implying
   // x + y = 5 mod 6, which contradicts x + y = 6q + 2, so the set is empty.
-  EXPECT_TRUE(
-      parseFAC(
-          "(x,y,z,q) : (x >= 0, -x + 100 >= 0, y >= 0, -y + 100 >= 0, "
-          "2 * x - 3 * y == 0, x - y + 6 * z - 1 == 0, x + y - 6 * q - 2 == 0)",
-          &context)
-          .isIntegerEmpty());
+  EXPECT_TRUE(makeFACFromConstraints(
+                  4,
+                  {
+                      {1, 0, 0, 0, 0},
+                      {-1, 0, 0, 0, 100},
+                      {0, 1, 0, 0, 0},
+                      {0, -1, 0, 0, 100},
+                  },
+                  {{2, -3, 0, 0, 0}, {1, -1, 6, 0, -1}, {1, 1, 0, -6, -2}})
+                  .isIntegerEmpty());
 
   // Set with symbols.
-  EXPECT_FALSE(
-      parseFAC("(x)[s] : (x + s >= 0, x - s == 0)", &context).isIntegerEmpty());
+  FlatAffineConstraints fac6 = makeFACFromConstraints(2,
+                                                      {
+                                                          {1, 1, 0},
+                                                      },
+                                                      {
+                                                          {1, -1, 0},
+                                                      },
+                                                      1);
+  EXPECT_FALSE(fac6.isIntegerEmpty());
 }
 
 TEST(FlatAffineConstraintsTest, removeRedundantConstraintsTest) {
-  MLIRContext context;
-
-  FlatAffineConstraints fac =
-      parseFAC("(x) : (x - 2 >= 0, -x + 2 >= 0, x - 2 == 0)", &context);
+  FlatAffineConstraints fac = makeFACFromConstraints(1,
+                                                     {
+                                                         {1, -2}, // x >= 2.
+                                                         {-1, 2}  // x <= 2.
+                                                     },
+                                                     {{1, -2}}); // x == 2.
   fac.removeRedundantConstraints();
 
   // Both inequalities are redundant given the equality. Both have been removed.
@@ -430,7 +482,12 @@ TEST(FlatAffineConstraintsTest, removeRedundantConstraintsTest) {
   EXPECT_EQ(fac.getNumEqualities(), 1u);
 
   FlatAffineConstraints fac2 =
-      parseFAC("(x,y) : (x - 3 >= 0, y - 2 >= 0, x - y == 0)", &context);
+      makeFACFromConstraints(2,
+                             {
+                                 {1, 0, -3}, // x >= 3.
+                                 {0, 1, -2}  // y >= 2 (redundant).
+                             },
+                             {{1, -1, 0}}); // x == y.
   fac2.removeRedundantConstraints();
 
   // The second inequality is redundant and should have been removed. The
@@ -440,53 +497,55 @@ TEST(FlatAffineConstraintsTest, removeRedundantConstraintsTest) {
   EXPECT_EQ(fac2.getNumEqualities(), 1u);
 
   FlatAffineConstraints fac3 =
-      parseFAC("(x,y,z) : (x - y == 0, x - z == 0, y - z == 0)", &context);
+      makeFACFromConstraints(3, {},
+                             {{1, -1, 0, 0},   // x == y.
+                              {1, 0, -1, 0},   // x == z.
+                              {0, 1, -1, 0}}); // y == z.
   fac3.removeRedundantConstraints();
 
   // One of the three equalities can be removed.
   EXPECT_EQ(fac3.getNumInequalities(), 0u);
   EXPECT_EQ(fac3.getNumEqualities(), 2u);
 
-  FlatAffineConstraints fac4 =
-      parseFAC("(a, b, c, d, e, f, g, h, i, j, k, l, m, n, o, p, q) : ("
-               "b - 1 >= 0,"
-               "-b + 500 >= 0,"
-               "-16 * d + f >= 0,"
-               "f - 1 >= 0,"
-               "-f + 998 >= 0,"
-               "16 * d - f + 15 >= 0,"
-               "-16 * e + g >= 0,"
-               "g - 1 >= 0,"
-               "-g + 998 >= 0,"
-               "16 * e - g + 15 >= 0,"
-               "h >= 0,"
-               "-h + 1 >= 0,"
-               "j - 1 >= 0,"
-               "-j + 500 >= 0,"
-               "-f + 16 * l + 15 >= 0,"
-               "f - 16 * l >= 0,"
-               "-16 * m + o >= 0,"
-               "o - 1 >= 0,"
-               "-o + 998 >= 0,"
-               "16 * m - o + 15 >= 0,"
-               "p >= 0,"
-               "-p + 1 >= 0,"
-               "-g - h + 8 * q + 8 >= 0,"
-               "-o - p + 8 * q + 8 >= 0,"
-               "o + p - 8 * q - 1 >= 0,"
-               "g + h - 8 * q - 1 >= 0,"
-               "-f + n >= 0,"
-               "f - n >= 0,"
-               "k - 10 >= 0,"
-               "-k + 10 >= 0,"
-               "i - 13 >= 0,"
-               "-i + 13 >= 0,"
-               "c - 10 >= 0,"
-               "-c + 10 >= 0,"
-               "a - 13 >= 0,"
-               "-a + 13 >= 0"
-               ")",
-               &context);
+  FlatAffineConstraints fac4 = makeFACFromConstraints(
+      17,
+      {{0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1},
+       {0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 500},
+       {0, 0, 0, -16, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
+       {0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1},
+       {0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 998},
+       {0, 0, 0, 16, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 15},
+       {0, 0, 0, 0, -16, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
+       {0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1},
+       {0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 998},
+       {0, 0, 0, 0, 16, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 15},
+       {0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
+       {0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1},
+       {0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1},
+       {0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 500},
+       {0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 16, 0, 0, 0, 0, 0, 15},
+       {0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, -16, 0, 0, 0, 0, 0, 0},
+       {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -16, 0, 1, 0, 0, 0},
+       {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1},
+       {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 998},
+       {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 16, 0, -1, 0, 0, 15},
+       {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0},
+       {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 1},
+       {0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 8, 8},
+       {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 8, 8},
+       {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, -8, -1},
+       {0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, -8, -1},
+       {0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0},
+       {0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0},
+       {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -10},
+       {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 10},
+       {0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, -13},
+       {0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 13},
+       {0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -10},
+       {0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10},
+       {1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -13},
+       {-1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 13}},
+      {});
 
   // The above is a large set of constraints without any redundant constraints,
   // as verified by the Fourier-Motzkin based removeRedundantInequalities.
@@ -501,13 +560,18 @@ TEST(FlatAffineConstraintsTest, removeRedundantConstraintsTest) {
   EXPECT_EQ(fac4.getNumInequalities(), nIneq);
   EXPECT_EQ(fac4.getNumEqualities(), nEq);
 
-  FlatAffineConstraints fac5 = parseFAC(
-      "(x,y) : (128 * x + 127 >= 0, -x + 7 >= 0, -128 * x + y >= 0, y >= 0)",
-      &context);
-  // 128x + 127 >= 0  implies that 128x >= 0, since x has to be an integer.
-  // (This should be caught by GCDTightenInqualities().)
-  // So -128x + y >= 0 and 128x + 127 >= 0 imply y >= 0 since we have
-  // y >= 128x >= 0.
+  FlatAffineConstraints fac5 =
+      makeFACFromConstraints(2,
+                             {
+                                 {128, 0, 127}, // [0]: 128x >= -127.
+                                 {-1, 0, 7},    // [1]: x <= 7.
+                                 {-128, 1, 0},  // [2]: y >= 128x.
+                                 {0, 1, 0}      // [3]: y >= 0.
+                             },
+                             {});
+  // [0] implies that 128x >= 0, since x has to be an integer. (This should be
+  // caught by GCDTightenInqualities().)
+  // So [2] and [0] imply [3] since we have y >= 128x >= 0.
   fac5.removeRedundantConstraints();
   EXPECT_EQ(fac5.getNumInequalities(), 3u);
   SmallVector<int64_t, 8> redundantConstraint = {0, 1, 0};
@@ -518,7 +582,7 @@ TEST(FlatAffineConstraintsTest, removeRedundantConstraintsTest) {
 }
 
 TEST(FlatAffineConstraintsTest, addConstantUpperBound) {
-  FlatAffineConstraints fac(2);
+  FlatAffineConstraints fac = makeFACFromConstraints(2, {}, {});
   fac.addBound(FlatAffineConstraints::UB, 0, 1);
   EXPECT_EQ(fac.atIneq(0, 0), -1);
   EXPECT_EQ(fac.atIneq(0, 1), 0);
@@ -531,7 +595,7 @@ TEST(FlatAffineConstraintsTest, addConstantUpperBound) {
 }
 
 TEST(FlatAffineConstraintsTest, addConstantLowerBound) {
-  FlatAffineConstraints fac(2);
+  FlatAffineConstraints fac = makeFACFromConstraints(2, {}, {});
   fac.addBound(FlatAffineConstraints::LB, 0, 1);
   EXPECT_EQ(fac.atIneq(0, 0), 1);
   EXPECT_EQ(fac.atIneq(0, 1), 0);
@@ -571,7 +635,7 @@ static void checkDivisionRepresentation(
 }
 
 TEST(FlatAffineConstraintsTest, computeLocalReprSimple) {
-  FlatAffineConstraints fac(1);
+  FlatAffineConstraints fac = makeFACFromConstraints(1, {}, {});
 
   fac.addLocalFloorDiv({1, 4}, 10);
   fac.addLocalFloorDiv({1, 0, 100}, 10);
@@ -586,7 +650,7 @@ TEST(FlatAffineConstraintsTest, computeLocalReprSimple) {
 }
 
 TEST(FlatAffineConstraintsTest, computeLocalReprConstantFloorDiv) {
-  FlatAffineConstraints fac(4);
+  FlatAffineConstraints fac = makeFACFromConstraints(4, {}, {});
 
   fac.addInequality({1, 0, 3, 1, 2});
   fac.addInequality({1, 2, -8, 1, 10});
@@ -604,7 +668,7 @@ TEST(FlatAffineConstraintsTest, computeLocalReprConstantFloorDiv) {
 }
 
 TEST(FlatAffineConstraintsTest, computeLocalReprRecursive) {
-  FlatAffineConstraints fac(4);
+  FlatAffineConstraints fac = makeFACFromConstraints(4, {}, {});
   fac.addInequality({1, 0, 3, 1, 2});
   fac.addInequality({1, 2, -8, 1, 10});
   fac.addEquality({1, 2, -4, 1, 10});

diff  --git a/mlir/unittests/Analysis/PresburgerSetTest.cpp b/mlir/unittests/Analysis/PresburgerSetTest.cpp
index c7c3c0db4f5fe..5a44b8db9d8cd 100644
--- a/mlir/unittests/Analysis/PresburgerSetTest.cpp
+++ b/mlir/unittests/Analysis/PresburgerSetTest.cpp
@@ -33,19 +33,6 @@ static FlatAffineConstraints parseFAC(StringRef str, MLIRContext *context) {
   return *fac;
 }
 
-/// Parse a list of StringRefs to FlatAffineConstraints and combine them into a
-/// PresburgerSet be using the union operation. It is expected that the strings
-/// are all valid IntegerSet representation and that all of them have the same
-/// number of dimensions as is specified by the numDims argument.
-static PresburgerSet parsePresburgerSetFromFACStrings(unsigned numDims,
-                                                      ArrayRef<StringRef> strs,
-                                                      MLIRContext *context) {
-  PresburgerSet set = PresburgerSet::getEmptySet(numDims);
-  for (StringRef str : strs)
-    set.unionFACInPlace(parseFAC(str, context));
-  return set;
-}
-
 /// Compute the union of s and t, and check that each of the given points
 /// belongs to the union iff it belongs to at least one of s and t.
 static void testUnionAtPoints(PresburgerSet s, PresburgerSet t,
@@ -104,6 +91,34 @@ static void testComplementAtPoints(PresburgerSet s,
   }
 }
 
+/// Construct a FlatAffineConstraints from a set of inequality and
+/// equality constraints. `numIds` is the total number of ids, of which
+/// `numLocals` is the number of local ids.
+static FlatAffineConstraints
+makeFACFromConstraints(unsigned numIds, ArrayRef<SmallVector<int64_t, 4>> ineqs,
+                       ArrayRef<SmallVector<int64_t, 4>> eqs,
+                       unsigned numLocals = 0) {
+  FlatAffineConstraints fac(/*numReservedInequalities=*/ineqs.size(),
+                            /*numReservedEqualities=*/eqs.size(),
+                            /*numReservedCols=*/numIds + 1,
+                            /*numDims=*/numIds - numLocals,
+                            /*numSymbols=*/0, numLocals);
+  for (const SmallVector<int64_t, 4> &eq : eqs)
+    fac.addEquality(eq);
+  for (const SmallVector<int64_t, 4> &ineq : ineqs)
+    fac.addInequality(ineq);
+  return fac;
+}
+
+/// Construct a FlatAffineConstraints having `numDims` dimensions from the given
+/// set of inequality constraints. This is a convenience function to be used
+/// when the FAC to be constructed does not have any local ids and does not have
+/// equalties.
+static FlatAffineConstraints
+makeFACFromIneqs(unsigned numDims, ArrayRef<SmallVector<int64_t, 4>> ineqs) {
+  return makeFACFromConstraints(numDims, ineqs, /*eqs=*/{});
+}
+
 /// Construct a PresburgerSet having `numDims` dimensions and no symbols from
 /// the given list of FlatAffineConstraints. Each FAC in `facs` should also have
 /// `numDims` dimensions and no symbols, although it can have any number of
@@ -117,12 +132,13 @@ static PresburgerSet makeSetFromFACs(unsigned numDims,
 }
 
 TEST(SetTest, containsPoint) {
-  MLIRContext context;
-
-  PresburgerSet setA = parsePresburgerSetFromFACStrings(
-      1,
-      {"(x) : (x - 2 >= 0, -x + 8 >= 0)", "(x) : (x - 10 >= 0, -x + 20 >= 0)"},
-      &context);
+  PresburgerSet setA =
+      makeSetFromFACs(1, {
+                             makeFACFromIneqs(1, {{1, -2},    // x >= 2.
+                                                  {-1, 8}}),  // x <= 8.
+                             makeFACFromIneqs(1, {{1, -10},   // x >= 10.
+                                                  {-1, 20}}), // x <= 20.
+                         });
   for (unsigned x = 0; x <= 21; ++x) {
     if ((2 <= x && x <= 8) || (10 <= x && x <= 20))
       EXPECT_TRUE(setA.containsPoint({x}));
@@ -132,12 +148,20 @@ TEST(SetTest, containsPoint) {
 
   // A parallelogram with vertices {(3, 1), (10, -6), (24, 8), (17, 15)} union
   // a square with opposite corners (2, 2) and (10, 10).
-  PresburgerSet setB = parsePresburgerSetFromFACStrings(
-      2,
-      {"(x,y) : (x + y - 4 >= 0, -x - y + 32 >= 0, "
-       "x - y - 2 >= 0, -x + y + 16 >= 0)",
-       "(x,y) : (x - 2 >= 0, y - 2 >= 0, -x + 10 >= 0, -y + 10 >= 0)"},
-      &context);
+  PresburgerSet setB =
+      makeSetFromFACs(2, {makeFACFromIneqs(2,
+                                           {
+                                               {1, 1, -2},   // x + y >= 4.
+                                               {-1, -1, 30}, // x + y <= 32.
+                                               {1, -1, 0},   // x - y >= 2.
+                                               {-1, 1, 10},  // x - y <= 16.
+                                           }),
+                          makeFACFromIneqs(2, {
+                                                  {1, 0, -2},  // x >= 2.
+                                                  {0, 1, -2},  // y >= 2.
+                                                  {-1, 0, 10}, // x <= 10.
+                                                  {0, -1, 10}  // y <= 10.
+                                              })});
 
   for (unsigned x = 1; x <= 25; ++x) {
     for (unsigned y = -6; y <= 16; ++y) {
@@ -152,12 +176,13 @@ TEST(SetTest, containsPoint) {
 }
 
 TEST(SetTest, Union) {
-  MLIRContext context;
-
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      1,
-      {"(x) : (x - 2 >= 0, -x + 8 >= 0)", "(x) : (x - 10 >= 0, -x + 20 >= 0)"},
-      &context);
+  PresburgerSet set =
+      makeSetFromFACs(1, {
+                             makeFACFromIneqs(1, {{1, -2},    // x >= 2.
+                                                  {-1, 8}}),  // x <= 8.
+                             makeFACFromIneqs(1, {{1, -10},   // x >= 10.
+                                                  {-1, 20}}), // x <= 20.
+                         });
 
   // Universe union set.
   testUnionAtPoints(PresburgerSet::getUniverse(1), set,
@@ -181,12 +206,13 @@ TEST(SetTest, Union) {
 }
 
 TEST(SetTest, Intersect) {
-  MLIRContext context;
-
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      1,
-      {"(x) : (x - 2 >= 0, -x + 8 >= 0)", "(x) : (x - 10 >= 0, -x + 20 >= 0)"},
-      &context);
+  PresburgerSet set =
+      makeSetFromFACs(1, {
+                             makeFACFromIneqs(1, {{1, -2},    // x >= 2.
+                                                  {-1, 8}}),  // x <= 8.
+                             makeFACFromIneqs(1, {{1, -10},   // x >= 10.
+                                                  {-1, 20}}), // x <= 20.
+                         });
 
   // Universe intersection set.
   testIntersectAtPoints(PresburgerSet::getUniverse(1), set,
@@ -210,40 +236,67 @@ TEST(SetTest, Intersect) {
 }
 
 TEST(SetTest, Subtract) {
-  MLIRContext context;
   // The interval [2, 8] minus the interval [10, 20].
-  testSubtractAtPoints(parsePresburgerSetFromFACStrings(
-                           1, {"(x) : (x - 2 >= 0, -x + 8 >= 0)"}, &context),
-                       parsePresburgerSetFromFACStrings(
-                           1, {"(x) : (x - 10 >= 0, -x + 20 >= 0)"}, &context),
-                       {{1}, {2}, {8}, {9}, {10}, {20}, {21}});
+  testSubtractAtPoints(
+      makeSetFromFACs(1, {makeFACFromIneqs(1, {{1, -2},      // x >= 2.
+                                               {-1, 8}})}),  // x <= 8.
+      makeSetFromFACs(1, {makeFACFromIneqs(1, {{1, -10},     // x >= 10.
+                                               {-1, 20}})}), // x <= 20.
+      {{1}, {2}, {8}, {9}, {10}, {20}, {21}});
 
   // Universe minus [2, 8] U [10, 20]
   testSubtractAtPoints(
-      parsePresburgerSetFromFACStrings(1, {"(x) : ()"}, &context),
-      parsePresburgerSetFromFACStrings(1,
-                                       {"(x) : (x - 2 >= 0, -x + 8 >= 0)",
-                                        "(x) : (x - 10 >= 0, -x + 20 >= 0)"},
-                                       &context),
+      makeSetFromFACs(1, {makeFACFromIneqs(1, {})}),
+      makeSetFromFACs(1,
+                      {
+                          makeFACFromIneqs(1, {{1, -2},    // x >= 2.
+                                               {-1, 8}}),  // x <= 8.
+                          makeFACFromIneqs(1, {{1, -10},   // x >= 10.
+                                               {-1, 20}}), // x <= 20.
+                      }),
       {{1}, {2}, {8}, {9}, {10}, {20}, {21}});
 
   // ((-infinity, 0] U [3, 4] U [6, 7]) - ([2, 3] U [5, 6])
   testSubtractAtPoints(
-      parsePresburgerSetFromFACStrings(1,
-                                       {"(x) : (-x >= 0)",
-                                        "(x) : (x - 3 >= 0, -x + 4 >= 0)",
-                                        "(x) : (x - 6 >= 0, -x + 7 >= 0)"},
-                                       &context),
-      parsePresburgerSetFromFACStrings(1,
-                                       {"(x) : (x - 2 >= 0, -x + 3 >= 0)",
-                                        "(x) : (x - 5 >= 0, -x + 6 >= 0)"},
-                                       &context),
+      makeSetFromFACs(1,
+                      {
+                          makeFACFromIneqs(1,
+                                           {
+                                               {-1, 0} // x <= 0.
+                                           }),
+                          makeFACFromIneqs(1,
+                                           {
+                                               {1, -3}, // x >= 3.
+                                               {-1, 4}  // x <= 4.
+                                           }),
+                          makeFACFromIneqs(1,
+                                           {
+                                               {1, -6}, // x >= 6.
+                                               {-1, 7}  // x <= 7.
+                                           }),
+                      }),
+      makeSetFromFACs(1, {makeFACFromIneqs(1,
+                                           {
+                                               {1, -2}, // x >= 2.
+                                               {-1, 3}, // x <= 3.
+                                           }),
+                          makeFACFromIneqs(1,
+                                           {
+                                               {1, -5}, // x >= 5.
+                                               {-1, 6}  // x <= 6.
+                                           })}),
       {{0}, {1}, {2}, {3}, {4}, {5}, {6}, {7}, {8}});
 
   // Expected result is {[x, y] : x > y}, i.e., {[x, y] : x >= y + 1}.
   testSubtractAtPoints(
-      parsePresburgerSetFromFACStrings(2, {"(x, y) : (x - y >= 0)"}, &context),
-      parsePresburgerSetFromFACStrings(2, {"(x, y) : (x + y >= 0)"}, &context),
+      makeSetFromFACs(2, {makeFACFromIneqs(2,
+                                           {
+                                               {1, -1, 0} // x >= y.
+                                           })}),
+      makeSetFromFACs(2, {makeFACFromIneqs(2,
+                                           {
+                                               {1, 1, 0} // x >= -y.
+                                           })}),
       {{0, 1}, {1, 1}, {1, 0}, {1, -1}, {0, -1}});
 
   // A rectangle with corners at (2, 2) and (10, 10), minus
@@ -251,18 +304,20 @@ TEST(SetTest, Subtract) {
   // This splits the former rectangle into two halves, (2, 2) to (5, 10) and
   // (7, 2) to (10, 10).
   testSubtractAtPoints(
-      parsePresburgerSetFromFACStrings(
-          2,
-          {
-              "(x, y) : (x - 2 >= 0, y - 2 >= 0, -x + 10 >= 0, -y + 10 >= 0)",
-          },
-          &context),
-      parsePresburgerSetFromFACStrings(
-          2,
-          {
-              "(x, y) : (x - 5 >= 0, y + 10 >= 0, -x + 7 >= 0, -y + 100 >= 0)",
-          },
-          &context),
+      makeSetFromFACs(2, {makeFACFromIneqs(2,
+                                           {
+                                               {1, 0, -2},  // x >= 2.
+                                               {0, 1, -2},  // y >= 2.
+                                               {-1, 0, 10}, // x <= 10.
+                                               {0, -1, 10}  // y <= 10.
+                                           })}),
+      makeSetFromFACs(2, {makeFACFromIneqs(2,
+                                           {
+                                               {1, 0, -5},   // x >= 5.
+                                               {0, 1, 10},   // y >= -10.
+                                               {-1, 0, 7},   // x <= 7.
+                                               {0, -1, 100}, // y <= 100.
+                                           })}),
       {{1, 2},  {2, 2},  {4, 2},  {5, 2},  {7, 2},  {8, 2},  {11, 2},
        {1, 1},  {2, 1},  {4, 1},  {5, 1},  {7, 1},  {8, 1},  {11, 1},
        {1, 10}, {2, 10}, {4, 10}, {5, 10}, {7, 10}, {8, 10}, {11, 10},
@@ -273,15 +328,20 @@ TEST(SetTest, Subtract) {
   // This creates a hole in the middle of the former rectangle, and the
   // resulting set can be represented as a union of four rectangles.
   testSubtractAtPoints(
-      parsePresburgerSetFromFACStrings(
-          2, {"(x, y) : (x - 2 >= 0, y -2 >= 0, -x + 10 >= 0, -y + 10 >= 0)"},
-          &context),
-      parsePresburgerSetFromFACStrings(
-          2,
-          {
-              "(x, y) : (x - 5 >= 0, y - 4 >= 0, -x + 7 >= 0, -y + 8 >= 0)",
-          },
-          &context),
+      makeSetFromFACs(2, {makeFACFromIneqs(2,
+                                           {
+                                               {1, 0, -2},  // x >= 2.
+                                               {0, 1, -2},  // y >= 2.
+                                               {-1, 0, 10}, // x <= 10.
+                                               {0, -1, 10}  // y <= 10.
+                                           })}),
+      makeSetFromFACs(2, {makeFACFromIneqs(2,
+                                           {
+                                               {1, 0, -5}, // x >= 5.
+                                               {0, 1, -4}, // y >= 4.
+                                               {-1, 0, 7}, // x <= 7.
+                                               {0, -1, 8}, // y <= 8.
+                                           })}),
       {{1, 1},
        {2, 2},
        {10, 10},
@@ -297,25 +357,45 @@ TEST(SetTest, Subtract) {
 
   // The second set is a superset of the first one, since on the line x + y = 0,
   // y <= 1 is equivalent to x >= -1. So the result is empty.
-  testSubtractAtPoints(parsePresburgerSetFromFACStrings(
-                           2, {"(x, y) : (x >= 0, x + y == 0)"}, &context),
-                       parsePresburgerSetFromFACStrings(
-                           2, {"(x, y) : (-y + 1 >= 0, x + y == 0)"}, &context),
-                       {{0, 0},
-                        {1, -1},
-                        {2, -2},
-                        {-1, 1},
-                        {-2, 2},
-                        {1, 1},
-                        {-1, -1},
-                        {-1, 1},
-                        {1, -1}});
+  testSubtractAtPoints(
+      makeSetFromFACs(2, {makeFACFromConstraints(2,
+                                                 {
+                                                     {1, 0, 0} // x >= 0.
+                                                 },
+                                                 {
+                                                     {1, 1, 0} // x + y = 0.
+                                                 })}),
+      makeSetFromFACs(2, {makeFACFromConstraints(2,
+                                                 {
+                                                     {0, -1, 1} // y <= 1.
+                                                 },
+                                                 {
+                                                     {1, 1, 0} // x + y = 0.
+                                                 })}),
+      {{0, 0},
+       {1, -1},
+       {2, -2},
+       {-1, 1},
+       {-2, 2},
+       {1, 1},
+       {-1, -1},
+       {-1, 1},
+       {1, -1}});
 
   // The result should be {0} U {2}.
   testSubtractAtPoints(
-      parsePresburgerSetFromFACStrings(1, {"(x) : (x >= 0, -x + 2 >= 0)"},
-                                       &context),
-      parsePresburgerSetFromFACStrings(1, {"(x) : (x - 1 == 0)"}, &context),
+      makeSetFromFACs(1,
+                      {
+                          makeFACFromIneqs(1, {{1, 0},    // x >= 0.
+                                               {-1, 2}}), // x <= 2.
+                      }),
+      makeSetFromFACs(1,
+                      {
+                          makeFACFromConstraints(1, {},
+                                                 {
+                                                     {1, -1} // x = 1.
+                                                 }),
+                      }),
       {{-1}, {0}, {1}, {2}, {3}});
 
   // Sets with lots of redundant inequalities to test the redundancy heuristic.
@@ -325,19 +405,50 @@ TEST(SetTest, Subtract) {
   // A parallelogram with vertices {(3, 1), (10, -6), (24, 8), (17, 15)} minus
   // a triangle with vertices {(2, 2), (10, 2), (10, 10)}.
   testSubtractAtPoints(
-      parsePresburgerSetFromFACStrings(
-          2,
-          {
-              "(x, y) : (x + y - 4 >= 0, -x - y + 32 >= 0, x - y - 2 >= 0, "
-              "-x + y + 16 >= 0)",
-          },
-          &context),
-      parsePresburgerSetFromFACStrings(
-          2,
-          {"(x, y) : (x - 2 >= 0, y - 2 >= 0, -x + 10 >= 0, "
-           "-y + 10 >= 0, x + y - 2 >= 0, -x - y + 30 >= 0, x - y >= 0, "
-           "-x + y + 10 >= 0)"},
-          &context),
+      makeSetFromFACs(2, {makeFACFromIneqs(2,
+                                           {
+                                               {1, 1, -2},   // x + y >= 4.
+                                               {-1, -1, 30}, // x + y <= 32.
+                                               {1, -1, 0},   // x - y >= 2.
+                                               {-1, 1, 10},  // x - y <= 16.
+                                           })}),
+      makeSetFromFACs(
+          2, {makeFACFromIneqs(2,
+                               {
+                                   {1, 0, -2},   // x >= 2. [redundant]
+                                   {0, 1, -2},   // y >= 2.
+                                   {-1, 0, 10},  // x <= 10.
+                                   {0, -1, 10},  // y <= 10. [redundant]
+                                   {1, 1, -2},   // x + y >= 2. [redundant]
+                                   {-1, -1, 30}, // x + y <= 30. [redundant]
+                                   {1, -1, 0},   // x - y >= 0.
+                                   {-1, 1, 10},  // x - y <= 10.
+                               })}),
+      {{1, 2},  {2, 2},   {3, 2},   {4, 2},  {1, 1},   {2, 1},   {3, 1},
+       {4, 1},  {2, 0},   {3, 0},   {4, 0},  {5, 0},   {10, 2},  {11, 2},
+       {10, 1}, {10, 10}, {10, 11}, {10, 9}, {11, 10}, {10, -6}, {11, -6},
+       {24, 8}, {24, 7},  {17, 15}, {16, 15}});
+
+  testSubtractAtPoints(
+      makeSetFromFACs(2, {makeFACFromIneqs(2,
+                                           {
+                                               {1, 1, -2},   // x + y >= 4.
+                                               {-1, -1, 30}, // x + y <= 32.
+                                               {1, -1, 0},   // x - y >= 2.
+                                               {-1, 1, 10},  // x - y <= 16.
+                                           })}),
+      makeSetFromFACs(
+          2, {makeFACFromIneqs(2,
+                               {
+                                   {1, 0, -2},   // x >= 2. [redundant]
+                                   {0, 1, -2},   // y >= 2.
+                                   {-1, 0, 10},  // x <= 10.
+                                   {0, -1, 10},  // y <= 10. [redundant]
+                                   {1, 1, -2},   // x + y >= 2. [redundant]
+                                   {-1, -1, 30}, // x + y <= 30. [redundant]
+                                   {1, -1, 0},   // x - y >= 0.
+                                   {-1, 1, 10},  // x - y <= 10.
+                               })}),
       {{1, 2},  {2, 2},   {3, 2},   {4, 2},  {1, 1},   {2, 1},   {3, 1},
        {4, 1},  {2, 0},   {3, 0},   {4, 0},  {5, 0},   {10, 2},  {11, 2},
        {10, 1}, {10, 10}, {10, 11}, {10, 9}, {11, 10}, {10, -6}, {11, -6},
@@ -346,20 +457,54 @@ TEST(SetTest, Subtract) {
   // ((-infinity, -5] U [3, 3] U [4, 4] U [5, 5]) - ([-2, -10] U [3, 4] U [6,
   // 7])
   testSubtractAtPoints(
-      parsePresburgerSetFromFACStrings(
-          1,
-          {"(x) : (-x - 5 >= 0)", "(x) : (x - 3 == 0)", "(x) : (x - 4 == 0)",
-           "(x) : (x - 5 == 0)"},
-          &context),
-      parsePresburgerSetFromFACStrings(
+      makeSetFromFACs(1,
+                      {
+                          makeFACFromIneqs(1,
+                                           {
+                                               {-1, -5}, // x <= -5.
+                                           }),
+                          makeFACFromConstraints(1, {},
+                                                 {
+                                                     {1, -3} // x = 3.
+                                                 }),
+                          makeFACFromConstraints(1, {},
+                                                 {
+                                                     {1, -4} // x = 4.
+                                                 }),
+                          makeFACFromConstraints(1, {},
+                                                 {
+                                                     {1, -5} // x = 5.
+                                                 }),
+                      }),
+      makeSetFromFACs(
           1,
-          {"(x) : (-x - 2 >= 0, x - 10 >= 0, -x >= 0, -x + 10 >= 0, "
-           "x - 100 >= 0, x - 50 >= 0)",
-           "(x) : (x - 3 >= 0, -x + 4 >= 0, x + 1 >= 0, "
-           "x + 7 >= 0, -x + 10 >= 0)",
-           "(x) : (x - 6 >= 0, -x + 7 >= 0, x + 1 >= 0, x - 3 >= 0, "
-           "-x + 5 >= 0)"},
-          &context),
+          {
+              makeFACFromIneqs(1,
+                               {
+                                   {-1, -2},  // x <= -2.
+                                   {1, -10},  // x >= -10.
+                                   {-1, 0},   // x <= 0. [redundant]
+                                   {-1, 10},  // x <= 10. [redundant]
+                                   {1, -100}, // x >= -100. [redundant]
+                                   {1, -50}   // x >= -50. [redundant]
+                               }),
+              makeFACFromIneqs(1,
+                               {
+                                   {1, -3}, // x >= 3.
+                                   {-1, 4}, // x <= 4.
+                                   {1, 1},  // x >= -1. [redundant]
+                                   {1, 7},  // x >= -7. [redundant]
+                                   {-1, 10} // x <= 10. [redundant]
+                               }),
+              makeFACFromIneqs(1,
+                               {
+                                   {1, -6}, // x >= 6.
+                                   {-1, 7}, // x <= 7.
+                                   {1, 1},  // x >= -1. [redundant]
+                                   {1, -3}, // x >= -3. [redundant]
+                                   {-1, 5}  // x <= 5. [redundant]
+                               }),
+          }),
       {{-6},
        {-5},
        {-4},
@@ -378,8 +523,6 @@ TEST(SetTest, Subtract) {
 }
 
 TEST(SetTest, Complement) {
-
-  MLIRContext context;
   // Complement of universe.
   testComplementAtPoints(
       PresburgerSet::getUniverse(1),
@@ -391,10 +534,13 @@ TEST(SetTest, Complement) {
       {{-1}, {-2}, {-8}, {1}, {2}, {8}, {9}, {10}, {20}, {21}});
 
   testComplementAtPoints(
-      parsePresburgerSetFromFACStrings(2,
-                                       {"(x,y) : (x - 2 >= 0, y - 2 >= 0, "
-                                        "-x + 10 >= 0, -y + 10 >= 0)"},
-                                       &context),
+      makeSetFromFACs(2, {makeFACFromIneqs(2,
+                                           {
+                                               {1, 0, -2},  // x >= 2.
+                                               {0, 1, -2},  // y >= 2.
+                                               {-1, 0, 10}, // x <= 10.
+                                               {0, -1, 10}  // y <= 10.
+                                           })}),
       {{1, 1},
        {2, 1},
        {1, 2},
@@ -410,15 +556,16 @@ TEST(SetTest, Complement) {
 }
 
 TEST(SetTest, isEqual) {
-
-  MLIRContext context;
   // set = [2, 8] U [10, 20].
   PresburgerSet universe = PresburgerSet::getUniverse(1);
   PresburgerSet emptySet = PresburgerSet::getEmptySet(1);
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      1,
-      {"(x) : (x - 2 >= 0, -x + 8 >= 0)", "(x) : (x - 10 >= 0, -x + 20 >= 0)"},
-      &context);
+  PresburgerSet set =
+      makeSetFromFACs(1, {
+                             makeFACFromIneqs(1, {{1, -2},    // x >= 2.
+                                                  {-1, 8}}),  // x <= 8.
+                             makeFACFromIneqs(1, {{1, -10},   // x >= 10.
+                                                  {-1, 20}}), // x <= 20.
+                         });
 
   // universe != emptySet.
   EXPECT_FALSE(universe.isEqual(emptySet));
@@ -454,12 +601,20 @@ TEST(SetTest, isEqual) {
   EXPECT_FALSE(set.isEqual(set.unionSet(set.complement())));
 
   // square is one unit taller than rect.
-  PresburgerSet square = parsePresburgerSetFromFACStrings(
-      2, {"(x, y) : (x - 2 >= 0, y - 2 >= 0, -x + 9 >= 0, -y + 9 >= 0)"},
-      &context);
-  PresburgerSet rect = parsePresburgerSetFromFACStrings(
-      2, {"(x, y) : (x - 2 >= 0, y - 2 >= 0, -x + 9 >= 0, -y + 8 >= 0)"},
-      &context);
+  PresburgerSet square =
+      makeSetFromFACs(2, {makeFACFromIneqs(2, {
+                                                  {1, 0, -2}, // x >= 2.
+                                                  {0, 1, -2}, // y >= 2.
+                                                  {-1, 0, 9}, // x <= 9.
+                                                  {0, -1, 9}  // y <= 9.
+                                              })});
+  PresburgerSet rect =
+      makeSetFromFACs(2, {makeFACFromIneqs(2, {
+                                                  {1, 0, -2}, // x >= 2.
+                                                  {0, 1, -2}, // y >= 2.
+                                                  {-1, 0, 9}, // x <= 9.
+                                                  {0, -1, 8}  // y <= 8.
+                                              })});
   EXPECT_FALSE(square.isEqual(rect));
   PresburgerSet universeRect = square.unionSet(square.complement());
   PresburgerSet universeSquare = rect.unionSet(rect.complement());
@@ -477,22 +632,21 @@ void expectEmpty(PresburgerSet s) { EXPECT_TRUE(s.isIntegerEmpty()); }
 
 TEST(SetTest, divisions) {
   MLIRContext context;
+  // Note: we currently need to add the equalities as inequalities to the FAC
+  // since detecting divisions based on equalities is not yet supported.
 
   // evens = {x : exists q, x = 2q}.
   PresburgerSet evens{
-      parseFAC("(x) : (x - 2 * (x floordiv 2) == 0)", &context)};
-
-  //  odds = {x : exists q, x = 2q + 1}.
+      makeFACFromConstraints(2, {{1, -2, 0}, {-1, 2, 1}}, {{1, -2, 0}}, 1)};
+  // odds = {x : exists q, x = 2q + 1}.
   PresburgerSet odds{
-      parseFAC("(x) : (x - 2 * (x floordiv 2) - 1 == 0)", &context)};
-
-  // multiples3 = {x : exists q, x = 3q}.
+      makeFACFromConstraints(2, {{1, -2, 0}, {-1, 2, 1}}, {{1, -2, -1}}, 1)};
+  // multiples6 = {x : exists q, x = 6q}.
   PresburgerSet multiples3{
-      parseFAC("(x) : (x - 3 * (x floordiv 3) == 0)", &context)};
-
+      makeFACFromConstraints(2, {{1, -3, 0}, {-1, 3, 2}}, {{1, -3, 0}}, 1)};
   // multiples6 = {x : exists q, x = 6q}.
   PresburgerSet multiples6{
-      parseFAC("(x) : (x - 6 * (x floordiv 6) == 0)", &context)};
+      makeFACFromConstraints(2, {{1, -6, 0}, {-1, 6, 5}}, {{1, -6, 0}}, 1)};
 
   // evens /\ odds = empty.
   expectEmpty(PresburgerSet(evens).intersect(PresburgerSet(odds)));
@@ -503,8 +657,10 @@ TEST(SetTest, divisions) {
   // even multiples of 3 = multiples of 6.
   expectEqual(multiples3.intersect(evens), multiples6);
 
-  PresburgerSet setA{parseFAC("(x) : (-x >= 0)", &context)};
-  PresburgerSet setB{parseFAC("(x) : (x floordiv 2 - 4 >= 0)", &context)};
+  PresburgerSet setA =
+      makeSetFromFACs(1, {parseFAC("(x) : (-x >= 0)", &context)});
+  PresburgerSet setB =
+      makeSetFromFACs(1, {parseFAC("(x) : (x floordiv 2 - 4 >= 0)", &context)});
   EXPECT_TRUE(setA.subtract(setB).isEqual(setA));
 }
 
@@ -524,184 +680,163 @@ TEST(SetTest, coalesceNoFAC) {
 
 TEST(SetTest, coalesceContainedOneDim) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      1, {"(x) : (x >= 0, -x + 4 >= 0)", "(x) : (x - 1 >= 0, -x + 2 >= 0)"},
-      &context);
+  PresburgerSet set = makeSetFromFACs(
+      1, {parseFAC("(x) : (x >= 0, -x + 4 >= 0)", &context),
+          parseFAC("(x) : (x - 1 >= 0, -x + 2 >= 0)", &context)});
   expectCoalesce(1, set);
 }
 
 TEST(SetTest, coalesceFirstEmpty) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      1, {"(x) : ( x >= 0, -x - 1 >= 0)", "(x) : ( x - 1 >= 0, -x + 2 >= 0)"},
-      &context);
+  PresburgerSet set = makeSetFromFACs(
+      1, {
+             parseFAC("(x) : ( x >= 0, -x - 1 >= 0)", &context),
+             parseFAC("(x) : ( x - 1 >= 0, -x + 2 >= 0)", &context),
+         });
   expectCoalesce(1, set);
 }
 
 TEST(SetTest, coalesceSecondEmpty) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      1, {"(x) : (x - 1 >= 0, -x + 2 >= 0)", "(x) : (x >= 0, -x - 1 >= 0)"},
-      &context);
+  PresburgerSet set =
+      makeSetFromFACs(1, {parseFAC("(x) : (x - 1 >= 0, -x + 2 >= 0)", &context),
+                          parseFAC("(x) : (x >= 0, -x - 1 >= 0)", &context)});
   expectCoalesce(1, set);
 }
 
 TEST(SetTest, coalesceBothEmpty) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      1, {"(x) : (x - 3 >= 0, -x - 1 >= 0)", "(x) : (x >= 0, -x - 1 >= 0)"},
-      &context);
+  PresburgerSet set = makeSetFromFACs(
+      1, {
+             parseFAC("(x) : (x - 3 >= 0, -x - 1 >= 0)", &context),
+             parseFAC("(x) : (x >= 0, -x - 1 >= 0)", &context),
+         });
   expectCoalesce(0, set);
 }
 
 TEST(SetTest, coalesceFirstUniv) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      1, {"(x) : ()", "(x) : ( x >= 0, -x + 1 >= 0)"}, &context);
+  PresburgerSet set =
+      makeSetFromFACs(1, {parseFAC("(x) : ()", &context),
+                          parseFAC("(x) : ( x >= 0, -x + 1 >= 0)", &context)});
   expectCoalesce(1, set);
 }
 
 TEST(SetTest, coalesceSecondUniv) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      1, {"(x) : ( x >= 0, -x + 1 >= 0)", "(x) : ()"}, &context);
+  PresburgerSet set =
+      makeSetFromFACs(1, {parseFAC("(x) : ( x >= 0, -x + 1 >= 0)", &context),
+                          parseFAC("(x) : ()", &context)});
   expectCoalesce(1, set);
 }
 
 TEST(SetTest, coalesceBothUniv) {
   MLIRContext context;
-  PresburgerSet set =
-      parsePresburgerSetFromFACStrings(1, {"(x) : ()", "(x) : ()"}, &context);
+  PresburgerSet set = makeSetFromFACs(
+      1, {parseFAC("(x) : ()", &context), parseFAC("(x) : ()", &context)});
   expectCoalesce(1, set);
 }
 
 TEST(SetTest, coalesceFirstUnivSecondEmpty) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      1, {"(x) : ()", "(x) : ( x >= 0, -x - 1 >= 0)"}, &context);
+  PresburgerSet set =
+      makeSetFromFACs(1, {parseFAC("(x) : ()", &context),
+                          parseFAC("(x) : ( x >= 0, -x - 1 >= 0)", &context)});
   expectCoalesce(1, set);
 }
 
 TEST(SetTest, coalesceFirstEmptySecondUniv) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      1, {"(x) : ( x >= 0, -x - 1 >= 0)", "(x) : ()"}, &context);
+  PresburgerSet set =
+      makeSetFromFACs(1, {parseFAC("(x) : ( x >= 0, -x - 1 >= 0)", &context),
+                          parseFAC("(x) : ()", &context)});
   expectCoalesce(1, set);
 }
 
 TEST(SetTest, coalesceCutOneDim) {
   MLIRContext context;
-  PresburgerSet set =
-      parsePresburgerSetFromFACStrings(1,
-                                       {
-                                           "(x) : ( x >= 0, -x + 3 >= 0)",
-                                           "(x) : ( x - 2 >= 0, -x + 4 >= 0)",
-                                       },
-                                       &context);
+  PresburgerSet set = makeSetFromFACs(
+      1, {parseFAC("(x) : ( x >= 0, -x + 3 >= 0)", &context),
+          parseFAC("(x) : ( x - 2 >= 0, -x + 4 >= 0)", &context)});
   expectCoalesce(2, set);
 }
 
 TEST(SetTest, coalesceSeparateOneDim) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      1, {"(x) : ( x >= 0, -x + 2 >= 0)", "(x) : ( x - 3 >= 0, -x + 4 >= 0)"},
-      &context);
+  PresburgerSet set = makeSetFromFACs(
+      1, {parseFAC("(x) : ( x >= 0, -x + 2 >= 0)", &context),
+          parseFAC("(x) : ( x - 3 >= 0, -x + 4 >= 0)", &context)});
   expectCoalesce(2, set);
 }
 
 TEST(SetTest, coalesceContainedTwoDim) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
+  PresburgerSet set = makeSetFromFACs(
       2,
-      {
-          "(x,y) : (x >= 0, -x + 3 >= 0, y >= 0, -y + 3 >= 0)",
-          "(x,y) : (x >= 0, -x + 3 >= 0, y - 2 >= 0, -y + 3 >= 0)",
-      },
-      &context);
+      {parseFAC("(x,y) : (x >= 0, -x + 3 >= 0, y >= 0, -y + 3 >= 0)", &context),
+       parseFAC("(x,y) : (x >= 0, -x + 3 >= 0, y - 2 >= 0, -y + 3 >= 0)",
+                &context)});
   expectCoalesce(1, set);
 }
 
 TEST(SetTest, coalesceCutTwoDim) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
+  PresburgerSet set = makeSetFromFACs(
       2,
-      {
-          "(x,y) : (x >= 0, -x + 3 >= 0, y >= 0, -y + 2 >= 0)",
-          "(x,y) : (x >= 0, -x + 3 >= 0, y - 1 >= 0, -y + 3 >= 0)",
-      },
-      &context);
+      {parseFAC("(x,y) : (x >= 0, -x + 3 >= 0, y >= 0, -y + 2 >= 0)", &context),
+       parseFAC("(x,y) : (x >= 0, -x + 3 >= 0, y - 1 >= 0, -y + 3 >= 0)",
+                &context)});
   expectCoalesce(2, set);
 }
 
 TEST(SetTest, coalesceSeparateTwoDim) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
+  PresburgerSet set = makeSetFromFACs(
       2,
-      {
-          "(x,y) : (x >= 0, -x + 3 >= 0, y >= 0, -y + 1 >= 0)",
-          "(x,y) : (x >= 0, -x + 3 >= 0, y - 2 >= 0, -y + 3 >= 0)",
-      },
-      &context);
+      {parseFAC("(x,y) : (x >= 0, -x + 3 >= 0, y >= 0, -y + 1 >= 0)", &context),
+       parseFAC("(x,y) : (x >= 0, -x + 3 >= 0, y - 2 >= 0, -y + 3 >= 0)",
+                &context)});
   expectCoalesce(2, set);
 }
 
 TEST(SetTest, coalesceContainedEq) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      2,
-      {
-          "(x,y) : (x >= 0, -x + 3 >= 0, x - y == 0)",
-          "(x,y) : (x - 1 >= 0, -x + 2 >= 0, x - y == 0)",
-      },
-      &context);
+  PresburgerSet set = makeSetFromFACs(
+      2, {parseFAC("(x,y) : (x >= 0, -x + 3 >= 0, x - y == 0)", &context),
+          parseFAC("(x,y) : (x - 1 >= 0, -x + 2 >= 0, x - y == 0)", &context)});
   expectCoalesce(1, set);
 }
 
 TEST(SetTest, coalesceCuttingEq) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      2,
-      {
-          "(x,y) : (x - 1 >= 0, -x + 3 >= 0, x - y == 0)",
-          "(x,y) : (x >= 0, -x + 2 >= 0, x - y == 0)",
-      },
-      &context);
+  PresburgerSet set = makeSetFromFACs(
+      2, {parseFAC("(x,y) : (x - 1 >= 0, -x + 3 >= 0, x - y == 0)", &context),
+          parseFAC("(x,y) : (x >= 0, -x + 2 >= 0, x - y == 0)", &context)});
   expectCoalesce(2, set);
 }
 
 TEST(SetTest, coalesceSeparateEq) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      2,
-      {
-          "(x,y) : (x - 3 >= 0, -x + 4 >= 0, x - y == 0)",
-          "(x,y) : (x >= 0, -x + 1 >= 0, x - y == 0)",
-      },
-      &context);
+  PresburgerSet set = makeSetFromFACs(
+      2, {parseFAC("(x,y) : (x - 3 >= 0, -x + 4 >= 0, x - y == 0)", &context),
+          parseFAC("(x,y) : (x >= 0, -x + 1 >= 0, x - y == 0)", &context)});
   expectCoalesce(2, set);
 }
 
 TEST(SetTest, coalesceContainedEqAsIneq) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      2,
-      {
-          "(x,y) : (x >= 0, -x + 3 >= 0, x - y >= 0, -x + y >= 0)",
-          "(x,y) : (x - 1 >= 0, -x + 2 >= 0, x - y == 0)",
-      },
-      &context);
+  PresburgerSet set = makeSetFromFACs(
+      2, {parseFAC("(x,y) : (x >= 0, -x + 3 >= 0, x - y >= 0, -x + y >= 0)",
+                   &context),
+          parseFAC("(x,y) : (x - 1 >= 0, -x + 2 >= 0, x - y == 0)", &context)});
   expectCoalesce(1, set);
 }
 
 TEST(SetTest, coalesceContainedEqComplex) {
   MLIRContext context;
-  PresburgerSet set = parsePresburgerSetFromFACStrings(
-      2,
-      {
-          "(x,y) : (x - 2 == 0, x - y == 0)",
-          "(x,y) : (x - 1 >= 0, -x + 2 >= 0, x - y == 0)",
-      },
-      &context);
+  PresburgerSet set = makeSetFromFACs(
+      2, {parseFAC("(x,y) : (x - 2 == 0, x - y == 0)", &context),
+          parseFAC("(x,y) : (x - 1 >= 0, -x + 2 >= 0, x - y == 0)", &context)});
   expectCoalesce(1, set);
 }
 


        


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