diff --git a/docs/tutorials/for-loop.ipynb b/docs/tutorials/for-loop.ipynb index 49dc240..8859621 100644 --- a/docs/tutorials/for-loop.ipynb +++ b/docs/tutorials/for-loop.ipynb @@ -26,6 +26,17 @@ "import astx" ] }, + { + "cell_type": "code", + "execution_count": 2, + "id": "45319c53", + "metadata": {}, + "outputs": [], + "source": [ + "import warnings\n", + "warnings.filterwarnings(\"ignore\")" + ] + }, { "cell_type": "markdown", "id": "d6339585-1dcf-47b4-b150-fce74a4f4bfe", @@ -40,13 +51,13 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "id": "14310c28-05cd-4a15-8ec2-0096acf61bc0", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "" ] @@ -58,29 +69,33 @@ "data": { "text/plain": [] }, - "execution_count": 2, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Declare a loop variable\n", - "decl_a = astx.InlineVariableDeclaration(\"a\", type_=astx.Int32)\n", + "decl_a = astx.InlineVariableDeclaration(\n", + " \"a\",\n", + " type_=astx.Int32,\n", + ")\n", "\n", "# Create a block for loop body\n", "body_for = astx.Block()\n", + "body_for.append(\n", + " astx.VariableAssignment(\n", + " name=\"x\",\n", + " value=astx.Variable(\"a\") + astx.LiteralInt32(1)\n", + " )\n", + ")\n", "\n", "# Define a For Range Expression from 0 to 10 with step 1\n", - "for_range_expr = astx.ForRangeExpr(\n", + "for_1000 = astx.ForRangeLoopExpr(\n", " start=astx.LiteralInt32(0),\n", " end=astx.LiteralInt32(10),\n", - " step=astx.LiteralInt32(1)\n", - ")\n", - "\n", - "# Define a For Range Loop that uses the For Range Expression\n", - "for_1000 = astx.ForRangeLoop(\n", + " step=astx.LiteralInt32(1),\n", " variable=decl_a,\n", - " range_expr=for_range_expr,\n", " body=body_for\n", ")\n", "\n", @@ -101,7 +116,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "id": "c9a49c18-e06d-47d5-9793-d9bd79d79e45", "metadata": {}, "outputs": [ @@ -119,7 +134,7 @@ "data": { "text/plain": [] }, - "execution_count": 3, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -146,7 +161,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "astx", "language": "python", "name": "python3" }, @@ -160,7 +175,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.7" + "version": "3.12.3" } }, "nbformat": 4, diff --git a/src/astx/flows.py b/src/astx/flows.py index 8fa2914..11639e4 100644 --- a/src/astx/flows.py +++ b/src/astx/flows.py @@ -157,14 +157,16 @@ def __init__( def __str__(self) -> str: """Return a string that represents the object.""" - start = self.start - end = self.end - step = self.step var_name = self.variable.name - return f"ForRangeLoopExpr({var_name}=[{start}:{end}:{step}])" + # note: it would be nice to have the following structure + # ForRangeLoopExpr({var_name}=[{start}:{end}:{step}]) + # but we would need to have first something like a resolver + # otherwise it could be a very large output + return f"ForRangeLoopExpr[{var_name}]" def get_struct(self, simplified: bool = False) -> ReprStruct: """Return the AST structure of the object.""" + for_var = {"var": self.variable.get_struct(simplified)} for_start = {"start": self.start.get_struct(simplified)} for_end = {"end": self.end.get_struct(simplified)} for_step = {"step": self.step.get_struct(simplified)} @@ -172,6 +174,7 @@ def get_struct(self, simplified: bool = False) -> ReprStruct: key = "FOR-RANGE-LOOP-EXPR" value: ReprStruct = { + **cast(DictDataTypesStruct, for_var), **cast(DictDataTypesStruct, for_start), **cast(DictDataTypesStruct, for_end), **cast(DictDataTypesStruct, for_step), diff --git a/src/astx/transpilers/python.py b/src/astx/transpilers/python.py index 8a62811..7e75f3f 100644 --- a/src/astx/transpilers/python.py +++ b/src/astx/transpilers/python.py @@ -73,7 +73,7 @@ def visit(self, node: astx.Block) -> str: @dispatch # type: ignore[no-redef] def visit(self, node: astx.ForRangeLoopExpr) -> str: - """Handle ForRangeExpr nodes.""" + """Handle ForRangeLoopExpr nodes.""" return ( f"result = [{self.visit(node.body)} for " f" {node.variable.name} in range "