L18.ipynb

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    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Traduzioni orientate ai dati"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "from urllib.request import urlopen\n",
        "from IPython.display import HTML\n",
        "\n",
        "from liblet import ANTLR, AnnotatedTreeWalker, Tree, Stack, warn"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Da JSON a tabella HTML"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "# usiamo una grammatica \"pronta\"\n",
        "\n",
        "with urlopen('https://raw.githubusercontent.com/antlr/grammars-v4/master/json/JSON.g4') as inf:\n",
        "  grammar = inf.read().decode('utf-8')\n",
        "\n",
        "JSON = ANTLR(grammar)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [
        {
          "name": "stdout",
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          "text": [
            "  1:\t/** Taken from \"The Definitive ANTLR 4 Reference\" by Terence Parr */\n",
            "  2:\t\n",
            "  3:\t// Derived from https://json.org\n",
            "  4:\t\n",
            "  5:\t// $antlr-format alignTrailingComments true, columnLimit 150, minEmptyLines 1, maxEmptyLinesToKeep 1, reflowComments false, useTab false\n",
            "  6:\t// $antlr-format allowShortRulesOnASingleLine false, allowShortBlocksOnASingleLine true, alignSemicolons hanging, alignColons hanging\n",
            "  7:\t\n",
            "  8:\tgrammar JSON;\n",
            "  9:\t\n",
            " 10:\tjson\n",
            " 11:\t    : value EOF\n",
            " 12:\t    ;\n",
            " 13:\t\n",
            " 14:\tobj\n",
            " 15:\t    : '{' pair (',' pair)* '}'\n",
            " 16:\t    | '{' '}'\n",
            " 17:\t    ;\n",
            " 18:\t\n",
            " 19:\tpair\n",
            " 20:\t    : STRING ':' value\n",
            " 21:\t    ;\n",
            " 22:\t\n",
            " 23:\tarr\n",
            " 24:\t    : '[' value (',' value)* ']'\n",
            " 25:\t    | '[' ']'\n",
            " 26:\t    ;\n",
            " 27:\t\n",
            " 28:\tvalue\n",
            " 29:\t    : STRING\n",
            " 30:\t    | NUMBER\n",
            " 31:\t    | obj\n",
            " 32:\t    | arr\n",
            " 33:\t    | 'true'\n",
            " 34:\t    | 'false'\n",
            " 35:\t    | 'null'\n",
            " 36:\t    ;\n",
            " 37:\t\n",
            " 38:\tSTRING\n",
            " 39:\t    : '\"' (ESC | SAFECODEPOINT)* '\"'\n",
            " 40:\t    ;\n",
            " 41:\t\n",
            " 42:\tfragment ESC\n",
            " 43:\t    : '\\\\' ([\"\\\\/bfnrt] | UNICODE)\n",
            " 44:\t    ;\n",
            " 45:\t\n",
            " 46:\tfragment UNICODE\n",
            " 47:\t    : 'u' HEX HEX HEX HEX\n",
            " 48:\t    ;\n",
            " 49:\t\n",
            " 50:\tfragment HEX\n",
            " 51:\t    : [0-9a-fA-F]\n",
            " 52:\t    ;\n",
            " 53:\t\n",
            " 54:\tfragment SAFECODEPOINT\n",
            " 55:\t    : ~ [\"\\\\\\u0000-\\u001F]\n",
            " 56:\t    ;\n",
            " 57:\t\n",
            " 58:\tNUMBER\n",
            " 59:\t    : '-'? INT ('.' [0-9]+)? EXP?\n",
            " 60:\t    ;\n",
            " 61:\t\n",
            " 62:\tfragment INT\n",
            " 63:\t    // integer part forbis leading 0s (e.g. `01`)\n",
            " 64:\t    : '0'\n",
            " 65:\t    | [1-9] [0-9]*\n",
            " 66:\t    ;\n",
            " 67:\t\n",
            " 68:\t// no leading zeros\n",
            " 69:\t\n",
            " 70:\tfragment EXP\n",
            " 71:\t    // exponent number permits leading 0s (e.g. `1e01`)\n",
            " 72:\t    : [Ee] [+-]? [0-9]+\n",
            " 73:\t    ;\n",
            " 74:\t\n",
            " 75:\tWS\n",
            " 76:\t    : [ \\t\\n\\r]+ -> skip\n",
            " 77:\t    ;\n"
          ]
        }
      ],
      "source": [
        "JSON.print_grammar()"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### L'albero di parsing"
      ]
    },
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              "({'type': 'rule', 'name': 'json', 'rule': 'json', 'src': (0, 18), 'line': 2}: ({'type': 'rule', 'name': 'value', 'rule': 'value', 'src': (0, 18), 'line': 2}: ({'type': 'rule', 'name': 'arr', 'rule': 'arr', 'src': (0, 18), 'line': 2}: ({'type': 'token', 'name': '[', 'value': '[', 'src': 0, 'line': 2}), ({'type': 'rule', 'name': 'value', 'rule': 'value', 'src': (1, 1), 'line': 2}: ({'type': 'token', 'name': 'STRING', 'value': '\"prima\"', 'src': 1, 'line': 2})), ({'type': 'token', 'name': ',', 'value': ',', 'src': 2, 'line': 2}), ({'type': 'rule', 'name': 'value', 'rule': 'value', 'src': (3, 15), 'line': 3}: ({'type': 'rule', 'name': 'obj', 'rule': 'obj', 'src': (3, 15), 'line': 3}: ({'type': 'token', 'name': '{', 'value': '{', 'src': 3, 'line': 3}), ({'type': 'rule', 'name': 'pair', 'rule': 'pair', 'src': (4, 6), 'line': 4}: ({'type': 'token', 'name': 'STRING', 'value': '\"seconda\"', 'src': 4, 'line': 4}), ({'type': 'token', 'name': ':', 'value': ':', 'src': 5, 'line': 4}), ({'type': 'rule', 'name': 'value', 'rule': 'value', 'src': (6, 6), 'line': 4}: ({'type': 'token', 'name': 'NUMBER', 'value': '1', 'src': 6, 'line': 4}))), ({'type': 'token', 'name': ',', 'value': ',', 'src': 7, 'line': 4}), ({'type': 'rule', 'name': 'pair', 'rule': 'pair', 'src': (8, 14), 'line': 5}: ({'type': 'token', 'name': 'STRING', 'value': '\"terza\"', 'src': 8, 'line': 5}), ({'type': 'token', 'name': ':', 'value': ':', 'src': 9, 'line': 5}), ({'type': 'rule', 'name': 'value', 'rule': 'value', 'src': (10, 14), 'line': 5}: ({'type': 'rule', 'name': 'arr', 'rule': 'arr', 'src': (10, 14), 'line': 5}: ({'type': 'token', 'name': '[', 'value': '[', 'src': 10, 'line': 5}), ({'type': 'rule', 'name': 'value', 'rule': 'value', 'src': (11, 11), 'line': 5}: ({'type': 'token', 'name': 'NUMBER', 'value': '2', 'src': 11, 'line': 5})), ({'type': 'token', 'name': ',', 'value': ',', 'src': 12, 'line': 5}), ({'type': 'rule', 'name': 'value', 'rule': 'value', 'src': (13, 13), 'line': 5}: ({'type': 'token', 'name': 'true', 'value': 'true', 'src': 13, 'line': 5})), ({'type': 'token', 'name': ']', 'value': ']', 'src': 14, 'line': 5})))), ({'type': 'token', 'name': '}', 'value': '}', 'src': 15, 'line': 6}))), ({'type': 'token', 'name': ',', 'value': ',', 'src': 16, 'line': 6}), ({'type': 'rule', 'name': 'value', 'rule': 'value', 'src': (17, 17), 'line': 7}: ({'type': 'token', 'name': 'null', 'value': 'null', 'src': 17, 'line': 7})), ({'type': 'token', 'name': ']', 'value': ']', 'src': 18, 'line': 8}))))"
            ]
          },
          "execution_count": 4,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "json_source = \"\"\"\n",
        "[ \"prima\",\n",
        "  {\n",
        "    \"seconda\": 1, \n",
        "    \"terza\": [2, true]\n",
        "  },\n",
        "  null\n",
        "]\n",
        "\"\"\"\n",
        "parse_tree = JSON.tree(json_source, 'json')\n",
        "parse_tree"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### Costruzione dell'AST"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "jsonpt2ast = AnnotatedTreeWalker('name')\n",
        "\n",
        "# un catchall meno \"rumoroso\"\n",
        "\n",
        "@jsonpt2ast.catchall\n",
        "def catchall(visit, tree):\n",
        "  if tree.attr.type == 'token': return None\n",
        "  return Tree(\n",
        "    {'type': f'<{tree.attr.name}>'}, \n",
        "    filter(None, [visit(child) for child in tree.children])\n",
        "  )"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [
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          },
          "execution_count": 6,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "jsonpt2ast(parse_tree)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "# i token \n",
        "\n",
        "@jsonpt2ast.register\n",
        "def STRING(visit, tree):\n",
        "  return Tree({'type': 'string', 'value': tree.attr.value[1:-1]})\n",
        "\n",
        "@jsonpt2ast.register\n",
        "def NUMBER(visit, tree):\n",
        "  return Tree({'type': 'number', 'value': tree.attr.value})\n",
        "\n",
        "@jsonpt2ast.register\n",
        "def true(visit, tree):\n",
        "  return Tree({'type': 'bool', 'value': True})\n",
        "\n",
        "@jsonpt2ast.register\n",
        "def false(visit, tree):\n",
        "  return Tree({'type': 'bool', 'value': False})\n",
        "\n",
        "@jsonpt2ast.register\n",
        "def null(visit, tree):\n",
        "  return Tree({'type': None})"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [
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              "</g>\n",
              "</g>\n",
              "</svg>\n"
            ],
            "text/plain": [
              "({'type': '<json>'}: ({'type': '<value>'}: ({'type': '<arr>'}: ({'type': '<value>'}: ({'type': 'string', 'value': 'prima'})), ({'type': '<value>'}: ({'type': '<obj>'}: ({'type': '<pair>'}: ({'type': 'string', 'value': 'seconda'}), ({'type': '<value>'}: ({'type': 'number', 'value': '1'}))), ({'type': '<pair>'}: ({'type': 'string', 'value': 'terza'}), ({'type': '<value>'}: ({'type': '<arr>'}: ({'type': '<value>'}: ({'type': 'number', 'value': '2'})), ({'type': '<value>'}: ({'type': 'bool', 'value': True}))))))), ({'type': '<value>'}: ({'type': None})))))"
            ]
          },
          "execution_count": 8,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "jsonpt2ast(parse_tree)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "# le regole context-free\n",
        "\n",
        "@jsonpt2ast.register\n",
        "def value(visit, tree):\n",
        "  child = tree.children[0]\n",
        "  return visit(child)\n",
        "\n",
        "@jsonpt2ast.register\n",
        "def arr(visit, tree):\n",
        "  values = tree.children[1::2] \n",
        "  return Tree({'type': 'arr'}, [visit(tree) for tree in values])\n",
        "\n",
        "@jsonpt2ast.register\n",
        "def pair(visit, tree):\n",
        "  key, _, value = tree.children\n",
        "  return Tree({'type': 'pair', 'key': key.attr.value[1:-1]}, [visit(value)])    \n",
        "\n",
        "@jsonpt2ast.register\n",
        "def obj(visit, tree):\n",
        "  pairs = tree.children[1::2]\n",
        "  return Tree({'type': 'obj'}, [visit(tree) for tree in pairs])\n",
        "\n",
        "@jsonpt2ast.register\n",
        "def json(visit, tree):\n",
        "  return visit(tree.children[0])"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [
        {
          "data": {
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            "text/plain": [
              "({'type': 'arr'}: ({'type': 'string', 'value': 'prima'}), ({'type': 'obj'}: ({'type': 'pair', 'key': 'seconda'}: ({'type': 'number', 'value': '1'})), ({'type': 'pair', 'key': 'terza'}: ({'type': 'arr'}: ({'type': 'number', 'value': '2'}), ({'type': 'bool', 'value': True})))), ({'type': None}))"
            ]
          },
          "execution_count": 10,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "ast = jsonpt2ast(parse_tree)\n",
        "ast"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### Dall'AST alla tabella HTML (solo con la ricorsione)\n",
        "\n",
        "Usando la pila delle chiamate ricorsive."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "def jsonast2html(tree):\n",
        "  node_type = tree.attr.type\n",
        "  if node_type == 'bool':\n",
        "    return '☑' if tree.attr.value else '☐'\n",
        "  elif node_type is None:\n",
        "    return '␀'\n",
        "  elif node_type in ('string', 'number'):\n",
        "    return tree.attr.value\n",
        "  elif node_type == 'arr':\n",
        "    values = [f'<tr><td>{jsonast2html(child)}</td></tr>' for child in tree.children]\n",
        "    return '<table class=\"json\">{}</table>'.format(''.join(values))\n",
        "  elif node_type == 'pair':\n",
        "    return f'<tr><th>{tree.attr.key}</th><td>{jsonast2html(tree.children[0])}</td></tr>'\n",
        "  elif node_type == 'obj':\n",
        "    pairs = [jsonast2html(child) for child in tree.children]\n",
        "    return '<table class=\"json\">{}</table>'.format(''.join(pairs))"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "'<table class=\"json\"><tr><td>prima</td></tr><tr><td><table class=\"json\"><tr><th>seconda</th><td>1</td></tr><tr><th>terza</th><td><table class=\"json\"><tr><td>2</td></tr><tr><td>☑</td></tr></table></td></tr></table></td></tr><tr><td>␀</td></tr></table>'"
            ]
          },
          "execution_count": 12,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "html = jsonast2html(jsonpt2ast(parse_tree))\n",
        "html"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/html": [
              "<style>\n",
              ".json * {\n",
              "    border: 1pt solid green !important; \n",
              "    text-align: left !important; \n",
              "    background: white;\n",
              "}\n",
              "</style><table class=\"json\"><tr><td>prima</td></tr><tr><td><table class=\"json\"><tr><th>seconda</th><td>1</td></tr><tr><th>terza</th><td><table class=\"json\"><tr><td>2</td></tr><tr><td>☑</td></tr></table></td></tr></table></td></tr><tr><td>␀</td></tr></table>"
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "execution_count": 13,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "# un \"trucco\" di visualizzazione \n",
        "\n",
        "STYLE = \"\"\"<style>\n",
        ".json * {\n",
        "    border: 1pt solid green !important; \n",
        "    text-align: left !important; \n",
        "    background: white;\n",
        "}\n",
        "</style>\"\"\"\n",
        "\n",
        "HTML(STYLE + html)"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Da tabella HTML a *matrice*"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "table = \"\"\"\n",
        "<table>\n",
        "  <tr><td>1</td><td>2</td><td>3</td></tr>\n",
        "  <tr><td>4</td><td>5</td><td>6</td></tr>\n",
        "  <tr><td>7</td><td>8</td><td>9</td></tr>\n",
        "  <tr><td>10</td><td>11</td><td>12</td></tr>\n",
        "</table>\n",
        "\"\"\""
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/html": [
              "<div class=json>\n",
              "<table>\n",
              "  <tr><td>1</td><td>2</td><td>3</td></tr>\n",
              "  <tr><td>4</td><td>5</td><td>6</td></tr>\n",
              "  <tr><td>7</td><td>8</td><td>9</td></tr>\n",
              "  <tr><td>10</td><td>11</td><td>12</td></tr>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "execution_count": 15,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "HTML(f'<div class=json>{table}</div>')"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### Una grammatica elementare\n",
        "\n",
        "Assumendo che negli elementi `td` ci possano essere altro che numeri interi."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "HtmlTable = ANTLR(r\"\"\"grammar HtmlTable;\n",
        "\n",
        "table: '<table>' row+ '</table>' ;\n",
        "row: '<tr>' col+ '</tr>' ;\n",
        "col: '<td>' DATA '</td>' ;\n",
        "\n",
        "DATA: '-'? [0-9]+ ;\n",
        "WS: [ \\t\\n]+ -> skip ;\n",
        "\"\"\")"
      ]
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    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### L'albero di parsing"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
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            ]
          },
          "execution_count": 17,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "parse_tree = HtmlTable.tree(table, 'table')\n",
        "parse_tree"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### Cosruzione dell'AST"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "htmlpt2ast = AnnotatedTreeWalker('name')\n",
        "\n",
        "@htmlpt2ast.register\n",
        "def DATA(visit, tree):\n",
        "  return Tree({'type': 'data', 'value': int(tree.attr.value)})\n",
        "\n",
        "@htmlpt2ast.register\n",
        "def row(visit, tree):\n",
        "  cols = tree.children[1:-1] \n",
        "  return Tree({'type': 'row'}, [visit(tree.children[1]) for tree in cols])\n",
        "\n",
        "@htmlpt2ast.register\n",
        "def table(visit, tree):\n",
        "  rows = tree.children[1:-1] \n",
        "  return Tree({'type': 'table'}, [visit(tree) for tree in rows])"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [
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          },
          "execution_count": 19,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "ast = htmlpt2ast(parse_tree)\n",
        "ast"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### Dall'AST alla matrice\n",
        "\n",
        "#### Usando una struttura dati esterna."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [
        {
          "data": {
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              "[[1, 2, 3], [4, 5, 6], [7, 8, 9], [10, 11, 12]]"
            ]
          },
          "execution_count": 20,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "STACK = Stack()\n",
        "\n",
        "def htmlast2mat(ast):\n",
        "  if ast.attr.type == 'data':\n",
        "    STACK.push(ast.attr.value)\n",
        "  elif ast.attr.type in {'row', 'table'}:\n",
        "    for child in ast.children: htmlast2mat(child)\n",
        "    vals = [STACK.pop() for _ in range(len(ast.children))]\n",
        "    STACK.push(vals[::-1])\n",
        "\n",
        "htmlast2mat(ast)\n",
        "mat = STACK.pop()\n",
        "mat"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Per gioco, si può persino tornare all'HTML, visto che una matrice Python (come stringa) è JSON!"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "'[[1, 2, 3], [4, 5, 6], [7, 8, 9], [10, 11, 12]]'"
            ]
          },
          "execution_count": 21,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "json = str(mat)\n",
        "json"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/html": [
              "<table class=\"json\"><tr><td><table class=\"json\"><tr><td>1</td></tr><tr><td>2</td></tr><tr><td>3</td></tr></table></td></tr><tr><td><table class=\"json\"><tr><td>4</td></tr><tr><td>5</td></tr><tr><td>6</td></tr></table></td></tr><tr><td><table class=\"json\"><tr><td>7</td></tr><tr><td>8</td></tr><tr><td>9</td></tr></table></td></tr><tr><td><table class=\"json\"><tr><td>10</td></tr><tr><td>11</td></tr><tr><td>12</td></tr></table></td></tr></table>"
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "execution_count": 22,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "HTML(jsonast2html(jsonpt2ast(JSON.tree(json, 'json'))))"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "#### Decorando i nodi"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "# aggiungere i numeri di riga e colonna (attributi ereditati)\n",
        "\n",
        "def add_rowcolnum(ast, r, c):\n",
        "  if ast.attr.type == 'table':\n",
        "    for r, row in enumerate(ast.children): add_rowcolnum(row, r, None)\n",
        "    ast.attr.numrows = 1 + r\n",
        "  elif ast.attr.type == 'row':\n",
        "    ast.attr.row = r\n",
        "    for c, col in enumerate(ast.children): add_rowcolnum(col, r, c)\n",
        "    ast.attr.numcols = 1 + c\n",
        "  else:\n",
        "    ast.attr.row = r\n",
        "    ast.attr.col = c"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [
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              "({'type': 'table', 'numrows': 4}: ({'type': 'row', 'row': 0, 'numcols': 3}: ({'type': 'data', 'value': 1, 'row': 0, 'col': 0}), ({'type': 'data', 'value': 2, 'row': 0, 'col': 1}), ({'type': 'data', 'value': 3, 'row': 0, 'col': 2})), ({'type': 'row', 'row': 1, 'numcols': 3}: ({'type': 'data', 'value': 4, 'row': 1, 'col': 0}), ({'type': 'data', 'value': 5, 'row': 1, 'col': 1}), ({'type': 'data', 'value': 6, 'row': 1, 'col': 2})), ({'type': 'row', 'row': 2, 'numcols': 3}: ({'type': 'data', 'value': 7, 'row': 2, 'col': 0}), ({'type': 'data', 'value': 8, 'row': 2, 'col': 1}), ({'type': 'data', 'value': 9, 'row': 2, 'col': 2})), ({'type': 'row', 'row': 3, 'numcols': 3}: ({'type': 'data', 'value': 10, 'row': 3, 'col': 0}), ({'type': 'data', 'value': 11, 'row': 3, 'col': 1}), ({'type': 'data', 'value': 12, 'row': 3, 'col': 2})))"
            ]
          },
          "execution_count": 24,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "ast = htmlpt2ast(parse_tree)\n",
        "add_rowcolnum(ast, None, None)\n",
        "ast"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "# aggiungiamo alla radice l'attributo sintetizzato \"numero di colonne\" dopo \n",
        "# aver verificato che tutte le righe abbiano lo stesso numero di colonne\n",
        "\n",
        "def add_colnum(ast, n):\n",
        "  if ast.attr.type == 'table':\n",
        "    numcols = ast.children[0].attr.numcols\n",
        "    for row in ast.children[1:]:\n",
        "      if row.attr.numcols != numcols:\n",
        "        warn(f'la riga {row.attr.row} ha {row.attr.numcols} colonne, non {numcols}')\n",
        "        return\n",
        "    ast.attr.numcols = numcols"
      ]
    },
    {
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      "execution_count": null,
      "metadata": {},
      "outputs": [
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          },
          "execution_count": 26,
          "metadata": {},
          "output_type": "execute_result"
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      ],
      "source": [
        "add_colnum(ast, None)\n",
        "ast"
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    {
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      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Avendo decorato i nodi, la costruzione della matrice è elementare"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "[[None, None, None],\n",
              " [None, None, None],\n",
              " [None, None, None],\n",
              " [None, None, None]]"
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          },
          "execution_count": 27,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "numrows, numcols = ast.attr.numrows, ast.attr.numcols\n",
        "mat = [[None for _ in range(numcols)] for _ in range(numrows)]\n",
        "mat"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "# basta riempirla andando a caccia dei 'data'\n",
        "\n",
        "def fill(ast):\n",
        "  if ast.attr.type == 'data':\n",
        "    mat[ast.attr.row][ast.attr.col] = ast.attr.value\n",
        "  else:\n",
        "    for c in ast.children: fill(c)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "[[1, 2, 3], [4, 5, 6], [7, 8, 9], [10, 11, 12]]"
            ]
          },
          "execution_count": 29,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "fill(ast)\n",
        "mat"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## <span style=\"color: red;\">Esercizi per casa</span> \n",
        "\n",
        "* La grammatica del formato JSON ammette sia oggetti che array vuoti,\n",
        "  ma le funzioni di trasformazione (vesro l'AST e quindi l'HTML) \n",
        "  non sono scritte per funzionare in tale caso. Riuscite a correggerle?\n",
        "  \n",
        "* Come osservato, la grammatica per la tabella HTML non consente di mettere una \n",
        "  tabella dentro l'altra. Modificate la grammatica (e le funzioni\n",
        "  di trasformazione ed estrazione della matrice) in modo che\n",
        "  consentano di avere una tabella, o un numero, in ogni cella; in\n",
        "  questo modo estrarrete una \"matrice\" alcuni dei quali elementi\n",
        "  saranno a loro volta matrici (di interi)."
      ]
    }
  ],
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