Support Qwen3 (str.startswith() and [::-1])

include/minja/minja.hpp

@@ -1201,9 +1201,9 @@ class DictExpr : public Expression {
 
 class SliceExpr : public Expression {
 public:
-    std::shared_ptr<Expression> start, end;
-    SliceExpr(const Location & loc, std::shared_ptr<Expression> && s, std::shared_ptr<Expression> && e)
-      : Expression(loc), start(std::move(s)), end(std::move(e)) {}
+    std::shared_ptr<Expression> start, end, step;
+    SliceExpr(const Location & loc, std::shared_ptr<Expression> && s, std::shared_ptr<Expression> && e, std::shared_ptr<Expression> && st = nullptr)
+      : Expression(loc), start(std::move(s)), end(std::move(e)), step(std::move(st)) {}
     Value do_evaluate(const std::shared_ptr<Context> &) const override {
         throw std::runtime_error("SliceExpr not implemented");
     }
@@ -1220,18 +1220,35 @@ class SubscriptExpr : public Expression {
         if (!index) throw std::runtime_error("SubscriptExpr.index is null");
         auto target_value = base->evaluate(context);
         if (auto slice = dynamic_cast<SliceExpr*>(index.get())) {
-          auto start = slice->start ? slice->start->evaluate(context).get<int64_t>() : 0;
-          auto end = slice->end ? slice->end->evaluate(context).get<int64_t>() : (int64_t) target_value.size();
+          auto len = target_value.size();
+          auto wrap = [len](int64_t i) -> int64_t {
+            if (i < 0) {
+              return i + len;
+            }
+            return i;
+          };
+          int64_t step = slice->step ? slice->step->evaluate(context).get<int64_t>() : 1;
+          if (!step) {
+            throw std::runtime_error("slice step cannot be zero");
+          }
+          int64_t start = slice->start ? wrap(slice->start->evaluate(context).get<int64_t>()) : (step < 0 ? len - 1 : 0);
+          int64_t end = slice->end ? wrap(slice->end->evaluate(context).get<int64_t>()) : (step < 0 ? -1 : len);
           if (target_value.is_string()) {
             std::string s = target_value.get<std::string>();
-            if (start < 0) start = s.size() + start;
-            if (end < 0) end = s.size() + end;
-            return s.substr(start, end - start);
-          } else if (target_value.is_array()) {
-            if (start < 0) start = target_value.size() + start;
-            if (end < 0) end = target_value.size() + end;
+
+            std::string result;
+            if (start < end && step == 1) {
+              result = s.substr(start, end - start);
+            } else {
+              for (int64_t i = start; step > 0 ? i < end : i > end; i += step) {
+                result += s[i];
+              }
+            }
+            return result;
+
+          } else if (target_value.is_array()) {            
             auto result = Value::array();
-            for (auto i = start; i < end; ++i) {
+            for (int64_t i = start; step > 0 ? i < end : i > end; i += step) {
               result.push_back(target_value.at(i));
             }
             return result;
@@ -1523,6 +1540,10 @@ class MethodCallExpr : public Expression {
             vargs.expectArgs("endswith method", {1, 1}, {0, 0});
             auto suffix = vargs.args[0].get<std::string>();
             return suffix.length() <= str.length() && std::equal(suffix.rbegin(), suffix.rend(), str.rbegin());
+          } else if (method->get_name() == "startswith") {
+            vargs.expectArgs("startswith method", {1, 1}, {0, 0});
+            auto prefix = vargs.args[0].get<std::string>();
+            return prefix.length() <= str.length() && std::equal(prefix.begin(), prefix.end(), str.begin());
           } else if (method->get_name() == "title") {
             vargs.expectArgs("title method", {0, 0}, {0, 0});
             auto res = str;
@@ -2085,28 +2106,37 @@ class Parser {
 
       while (it != end && consumeSpaces() && peekSymbols({ "[", "." })) {
         if (!consumeToken("[").empty()) {
-            std::shared_ptr<Expression> index;
+          std::shared_ptr<Expression> index;
+          auto slice_loc = get_location();
+          std::shared_ptr<Expression> start, end, step;
+          bool has_first_colon = false, has_second_colon = false;
+
+          if (!peekSymbols({ ":" })) {
+            start = parseExpression();
+          }
+
+          if (!consumeToken(":").empty()) {
+            has_first_colon = true;
+            if (!peekSymbols({ ":", "]" })) {
+              end = parseExpression();
+            }
             if (!consumeToken(":").empty()) {
-              auto slice_end = parseExpression();
-              index = std::make_shared<SliceExpr>(slice_end->location, nullptr, std::move(slice_end));
-            } else {
-              auto slice_start = parseExpression();
-              if (!consumeToken(":").empty()) {
-                consumeSpaces();
-                if (peekSymbols({ "]" })) {
-                  index = std::make_shared<SliceExpr>(slice_start->location, std::move(slice_start), nullptr);
-                } else {
-                  auto slice_end = parseExpression();
-                  index = std::make_shared<SliceExpr>(slice_start->location, std::move(slice_start), std::move(slice_end));
-                }
-              } else {
-                index = std::move(slice_start);
+              has_second_colon = true;
+              if (!peekSymbols({ "]" })) {
+                step = parseExpression();
               }
             }
-            if (!index) throw std::runtime_error("Empty index in subscript");
-            if (consumeToken("]").empty()) throw std::runtime_error("Expected closing bracket in subscript");
+          }
+
+          if ((has_first_colon || has_second_colon) && (start || end || step)) {
+            index = std::make_shared<SliceExpr>(slice_loc, std::move(start), std::move(end), std::move(step));
+          } else {
+            index = std::move(start);
+          }
+          if (!index) throw std::runtime_error("Empty index in subscript");
+          if (consumeToken("]").empty()) throw std::runtime_error("Expected closing bracket in subscript");
 
-            value = std::make_shared<SubscriptExpr>(value->location, std::move(value), std::move(index));
+          value = std::make_shared<SubscriptExpr>(value->location, std::move(value), std::move(index));
         } else if (!consumeToken(".").empty()) {
             auto identifier = parseIdentifier();
             if (!identifier) throw std::runtime_error("Expected identifier in subscript");

tests/CMakeLists.txt

@@ -318,6 +318,7 @@ set(MODEL_IDS
     ValiantLabs/Llama3.1-8B-Enigma
     xwen-team/Xwen-72B-Chat
     xwen-team/Xwen-7B-Chat
+    Qwen/Qwen3-4B
 
     # Broken, TODO:
     # ai21labs/AI21-Jamba-1.5-Large        # https://github.com/google/minja/issues/8

tests/test-syntax.cpp

@@ -184,6 +184,9 @@ TEST(SyntaxTest, SimpleCases) {
     EXPECT_EQ(
         "1",
         render(R"({{ 1 | safe }})", {}, {}));
+    EXPECT_EQ(
+        "True,False",
+        render(R"({{ 'abc'.startswith('ab') }},{{ ''.startswith('a') }})", {}, {}));
     EXPECT_EQ(
         "True,False",
         render(R"({{ 'abc'.endswith('bc') }},{{ ''.endswith('a') }})", {}, {}));
@@ -477,6 +480,15 @@ TEST(SyntaxTest, SimpleCases) {
     EXPECT_EQ(
         "[1, 2, 3][0, 1][1, 2]",
         render("{% set x = [0, 1, 2, 3] %}{{ x[1:] }}{{ x[:2] }}{{ x[1:3] }}", {}, {}));
+    EXPECT_EQ(
+        "123;01;12",
+        render("{% set x = '0123' %}{{ x[1:] }};{{ x[:2] }};{{ x[1:3] }}", {}, {}));
+    EXPECT_EQ(
+        "[3, 2, 1, 0][3, 2, 1][2, 1, 0][2, 1][0, 2][3, 1][2, 0]",
+        render("{% set x = [0, 1, 2, 3] %}{{ x[::-1] }}{{ x[:0:-1] }}{{ x[2::-1] }}{{ x[2:0:-1] }}{{ x[::2] }}{{ x[::-2] }}{{ x[-2::-2] }}", {}, {}));
+    EXPECT_EQ(
+        "3210;321;210;21;02;31;20",
+        render("{% set x = '0123' %}{{ x[::-1] }};{{ x[:0:-1] }};{{ x[2::-1] }};{{ x[2:0:-1] }};{{ x[::2] }};{{ x[::-2] }};{{ x[-2::-2] }}", {}, {}));
     EXPECT_EQ(
         "a",
         render("{{ ' a  ' | trim }}", {}, {}));