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ROLLOUT 3 · Aunsiels/pyformlang

Aunsiels__pyformlang-32

Solved
383 stotal time
12tool calls
14model calls
6,468tokens generated
130,540prompt tokens read

No error recorded

⚠ The request log has 13 model calls but the trace has 15 agent calls, so tokens are listed separately instead of beside each turn.

Turn by turn

Token shading: p ≥ 0.9 0.5 – 0.9 0.2 – 0.5 below 0.2. Hover a token for its id and probability.

System instructions 4,822 characters
You are a principal Python software engineer resolving a repository issue in `/workspace`.
Your sole objective is to produce a minimal, root-cause source patch that passes every hidden fail-to-pass and pass-to-pass regression test on the first grading run.

## Critical Environment & Grader Rules
1. **Air-Gapped Sandbox & Available CLI Tools**: No network access. Never run `pip`, `uv`, `conda`, or `git fetch`. Note: `rg` (`ripgrep`) is NOT installed in the container — always use `grep -rn --include="*.py"` for fast exact searches so you never waste a tool call on `command not found`.
2. **Protected Grading Paths**: Before running official verification, the grading harness **strips and reverts all changes** to `tests/`, `test/`, `testing/`, `test_*.py`, `*_test.py`, `conftest.py`, `pyproject.toml`, `setup.cfg`, `pytest.ini`, and `tox.ini`. Every part of your fix MUST reside in non-test production source files.
3. **Untracked File Trap (`git add -N .`)**: `submit_patch` stages ALL untracked files inside `/workspace`! Never leave reproduction or scratch files inside `/workspace` — run reproductions inline via `python3 - <<'PY'` or inside `/tmp/repro.py` in a single `run_command`.
4. **Stdout Truncation Rule**: `run_command` truncates stdout after the first 5,000 characters from the TOP. Always run pytest quietly with short tracebacks:
   `pytest path/to/test_file.py -k pattern -q --tb=short --no-header`
   If a test file is large, redirect output to `/tmp/pytest.log` and inspect `tail -n 80 /tmp/pytest.log` so failure tracebacks at the bottom are never cut off.
5. **Strict Pacing Discipline**: `get_status` and `submit_patch` are free and do NOT count toward `max_tool_calls`. Target **16-22 counted tool calls total**, and **begin your first `edit_file` change no later than tool call 15**. Reserve at least 4 calls for verification, `git status --short && git diff`, and submission.

## Execution Protocol

### Phase 1 — Pinpoint Code & Tests Immediately (1-2 tool calls)
- The user message already contains `Workspace Layout` — do NOT waste a turn running `ls` on top-level directories.
- Run a single compound `run_command` with `grep -rn --include="*.py"` to locate:
  (a) the exact symbols, error strings, or functions from the problem description,
  (b) **all parallel or sibling implementations** (for example sync + async variants, `Client` + `AsyncClient`, serializer + deserializer, multiple backends/dialects, base + subclass methods, `__init__.py` / `__all__` exports), and
  (c) the closest existing unit test files under `tests/`.

### Phase 2 — Deep Read & Spec Anchor (2-5 tool calls)
- Use `read_file` with generous `start_line` and `end_line` windows (180-300 lines per call so you read whole modules in fewer calls) on the target function/class, callers, type annotations, and neighboring tests.
- Before editing, verify every explicit and implicit requirement from the issue: exact parameter names, defaults, boundary/domain edge cases, exception types/messages, `None` vs empty collection vs falsy (`0`, `False`, `""`) semantics, mutability/copying, and return types.

### Phase 3 — Reproduce Bug in One Call (1 tool call)
- Run ONE concise command (`python3 - <<'PY' ... PY` or targeted `pytest ... -q --tb=short --no-header`) via `run_command` to observe the exact pre-fix failure. Do NOT spend multiple tool calls writing separate reproduction scripts.

### Phase 4 — Surgical Implementation Across All Parallel Paths (1-4 tool calls)
- Begin editing by tool call 15! Use `edit_file` with 4-6 lines of exact surrounding context copied from `read_file`.
- Update ALL parallel codepaths (sync/async, multiple classes/dialects, type hints) consistently so partial fixes do not fail sibling tests.
- **2-Strike Edit Rule**: If `edit_file` fails twice on the same block due to whitespace or escaping, do not retry `edit_file` a third time — apply an atomic Python transformation via `run_command` and immediately verify `python3 -m py_compile path/to/file.py`.

### Phase 5 — Edge-Case Verification, Diff Hygiene & Clean Exit (2-4 tool calls)
- Run a single compound `run_command` testing both your reproduction + boundary edge cases (`None`, empty input, leading/trailing delimiters, subdomain/prefix boundaries, subclass/async parity) AND the relevant existing `pytest` module(s) with `-q --tb=short --no-header`.
- Run `git status --short && git diff` via `run_command`. Confirm:
  - ZERO untracked (`??`) files in `/workspace` (`rm -f` any untracked workspace files immediately),
  - ZERO modifications to `tests/` or protected config files (`git checkout -- tests/` if touched),
  - Minimal, clean diff with valid imports and indentation.
- Call `submit_patch` once verification passes, then respond with a brief 2-sentence plain-text summary and make NO further tool calls.
Task prompt 5,815 characters
You are evaluating a software engineering task for repository Aunsiels/pyformlang.

Problem Statement:
TER:X notation is not respected for uppercase terminals in CFGs
**Describe the bug**
Consider the difference between the following two CFGs. According to the `from_text` documentation, they should be equivalent.

```
from pyformlang.cfg import CFG, Production, Terminal, Variable

cfg = CFG.from_text('S -> "TER:A"')
print(cfg.is_empty())
print(cfg.productions)

print("vs")
# vs
cfg = CFG(
    variables={"S"},
    terminals={"A"},
    start_symbol="S",
    productions={Production(Variable("S"), (Terminal("A"),))},
)
print(cfg.is_empty())
print(cfg.productions)
```

**Expected behavior**
Generating the second CFG when parsing the first text.

## Task Budget (Session terminates when any budget is exhausted)
- Time allowance: 7.5 minutes
- Tool calls allowance: 30 calls
- Max loop iterations: 40 turns

## Execution Environment Rules
- Single command timeout: 90 seconds (commands exceeding this fail without ending the session)
- Command output limit: 5000 characters
- File view limit: 150 lines per read_file call
- File character limit: 10000 characters per read_file call
- Environment is offline (no network/PyPI access). All repository and test dependencies are ALREADY pre-installed. Do NOT attempt to run pip install or download packages.

## Instructions:
0. All source code is under `/workspace`. Do NOT search outside `/workspace` (e.g. `/usr/`, `/wheels/`, system site-packages). If imports fail, the issue is in the source code under `/workspace`, not in missing system packages.
1. Analyze the problem statement and any provided hints carefully to identify all requested script paths, CLI subcommands, or Python modules.
2. Inspect existing codebase conventions and test files before making edits.
3. Verify your implementation using targeted tests or inline assertions before submitting.
4. Call submit_patch only after your implementation is complete and verified.
5. As your final action, you must return a text-only response reporting your completion to terminate the session.
## Workspace Layout
The repository is located at `/workspace`. Here is the directory tree (up to 3 levels):
```
./CODE_OF_CONDUCT.md
./CONTRIBUTING.md
./Dockerfile
./Jenkinsfile
./LICENSE
./Makefile
./README.md
./doc
./doc/Makefile
./doc/README.txt
./doc/authors.rst
./doc/conf.py
./doc/index.rst
./doc/installation.rst
./doc/make.bat
./doc/modules
./doc/modules/context_free_grammar.rst
./doc/modules/feature_context_free_grammar.rst
./doc/modules/finite_automaton.rst
./doc/modules/fst.rst
./doc/modules/indexed_grammar.rst
./doc/modules/modules.rst
./doc/modules/push_down_automata.rst
./doc/modules/regular_expression.rst
./doc/modules/rsa.rst
./doc/requirements.txt
./doc/usage.rst
./pyformlang
./pyformlang/__init__.py
./pyformlang/cfg
./pyformlang/cfg/__init__.py
./pyformlang/cfg/cfg.py
./pyformlang/cfg/cfg_object.py
./pyformlang/cfg/cyk_table.py
./pyformlang/cfg/epsilon.py
./pyformlang/cfg/llone_parser.py
./pyformlang/cfg/parse_tree.py
./pyformlang/cfg/pda_object_creator.py
./pyformlang/cfg/production.py
./pyformlang/cfg/recursive_decent_parser.py
./pyformlang/cfg/set_queue.py
./pyformlang/cfg/terminal.py
./pyformlang/cfg/tests
./pyformlang/cfg/utils.py
./pyformlang/cfg/utils_cfg.py
./pyformlang/cfg/variable.py
./pyformlang/fcfg
./pyformlang/fcfg/__init__.py
./pyformlang/fcfg/fcfg.py
./pyformlang/fcfg/feature_production.py
./pyformlang/fcfg/feature_structure.py
./pyformlang/fcfg/state.py
./pyformlang/fcfg/tests
./pyformlang/finite_automaton
./pyformlang/finite_automaton/__init__.py
./pyformlang/finite_automaton/deterministic_finite_automaton.py
./pyformlang/finite_automaton/doubly_linked_list.py
./pyformlang/finite_automaton/doubly_linked_node.py
./pyformlang/finite_automaton/epsilon.py
./pyformlang/finite_automaton/epsilon_nfa.py
./pyformlang/finite_automaton/finite_automaton.py
./pyformlang/finite_automaton/finite_automaton_object.py
./pyformlang/finite_automaton/hopcroft_processing_list.py
./pyformlang/finite_automaton/nondeterministic_finite_automaton.py
./pyformlang/finite_automaton/nondeterministic_transition_function.py
./pyformlang/finite_automaton/partition.py
./pyformlang/finite_automaton/regexable.py
./pyformlang/finite_automaton/state.py
./pyformlang/finite_automaton/symbol.py
./pyformlang/finite_automaton/tests
./pyformlang/finite_automaton/transition_function.py
./pyformlang/fst
./pyformlang/fst/__init__.py
./pyformlang/fst/fst.py
./pyformlang/fst/tests
./pyformlang/indexed_grammar
./pyformlang/indexed_grammar/__init__.py
./pyformlang/indexed_grammar/consumption_rule.py
./pyformlang/indexed_grammar/duplication_rule.py
./pyformlang/indexed_grammar/end_rule.py
./pyformlang/indexed_grammar/indexed_grammar.py
./pyformlang/indexed_grammar/production_rule.py
./pyformlang/indexed_grammar/reduced_rule.py
./pyformlang/indexed_grammar/rule_ordering.py
./pyformlang/indexed_grammar/rules.py
./pyformlang/indexed_grammar/tests
./pyformlang/pda
./pyformlang/pda/__init__.py
./pyformlang/pda/cfg_variable_converter.py
./pyformlang/pda/epsilon.py
./pyformlang/pda/pda.py
./pyformlang/pda/stack_symbol.py
./pyformlang/pda/state.py
./pyformlang/pda/symbol.py
./pyformlang/pda/tests
./pyformlang/pda/transition_function.py
./pyformlang/pda/utils.py
./pyformlang/regular_expression
./pyformlang/regular_expression/__init__.py
./pyformlang/regular_expression/python_regex.py
./pyformlang/regular_expression/regex.py
./pyformlang/regular_expression/regex_objects.py
./pyformlang/regular_expression/regex_reader.py
./pyformlang/regular_expression/tests
./pyformlang/rsa
./pyformlang/rsa/__init__.py
./pyformlang/rsa/box.py
./pyformlang/rsa/recursive_automaton.py
./pyformlang/rsa/tests
./pyformlang/tests
./pyformlang/tests/__init__.py
./requirements.txt
./setup.py
```
Turn 1at 21 s286 tokens out3,875 prompt tokens
The user is reporting a bug in `pyformlang.cfg.CFG.from_text` where the `TER:X` notation is not respected for uppercase terminals in CFGs.
Specifically, `CFG.from_text('S -> "TER:A"')` should produce a CFG with terminal `"A"`, but it seems it is not doing so correctly.

Let's start by reproducing the bug.
TOOL CALL · run_command
{
  "command": "python3 - <<'PY'\nfrom pyformlang.cfg import CFG, Production, Terminal, Variable\n\ncfg1 = CFG.from_text('S -> \"TER:A\"')\nprint(f\"CFG 1: {cfg1.productions}\")\nprint(f\"CFG 1 is_empty: {cfg1.is_empty()}\")\n\ncfg2 = CFG(\n    variables={\"S\"},\n    terminals={\"A\"},\n    start_symbol=\"S\",\n    productions={Production(Variable(\"S\"), (Terminal(\"A\"),))},\n)\nprint(f\"CFG 2: {cfg2.productions}\")\nprint(f\"CFG 2 is_empty: {cfg2.is_empty()}\")\n\nprint(f\"Equal: {cfg1 == cfg2}\")\nPY\n"
}
Result of run_command 163 characters
{
  "status": "ok",
  "stdout": "CFG 1: {S -> A}\nCFG 1 is_empty: True\nCFG 2: {S -> Terminal(A)}\nCFG 2 is_empty: False\nEqual: False\n",
  "stderr": "",
  "exit_code": 0
}
Turn 2at 50 s463 tokens out4,251 prompt tokens
Wait, the output is:
`CFG 1: {S -> A}`
`CFG 1 is_empty: True`
`CFG 2: {S -> Terminal(A)}`
`CFG 2 is_empty: False`
`Equal: False`

Wait, if `CFG 1` is `S -> A` and `is_empty` is True, that's weird.
Usually `is_empty` for a CFG might mean something else, or maybe the production is not what I think it is.

Let's look at the output of `cfg1.productions` more closely.
In `CFG 1: {S -> A}`, it seems it thinks `A` is a Variable, not a Terminal.
In `CFG 2: {S -> Terminal(A)}`, it's a Terminal.

Wait, if `A` is a variable in `CFG 1` and it's not the start symbol and there's no production for it, then the language might be empty.

Let's check what `cfg1.variables` and `cfg1.terminals` are.
TOOL CALL · run_command
{
  "command": "python3 - <<'PY'\nfrom pyformlang.cfg import CFG, Production, Terminal, Variable\n\ncfg1 = CFG.from_text('S -> \"TER:A\"')\nprint(f\"CFG 1 variables: {cfg1.variables}\")\nprint(f\"CFG 1 terminals: {cfg1.terminals}\")\nprint(f\"CFG 1 productions: {cfg1.productions}\")\n\ncfg2 = CFG(\n    variables={\"S\"},\n    terminals={\"A\"},\n    start_symbol=\"S\",\n    productions={Production(Variable(\"S\"), (Terminal(\"A\"),))},\n)\nprint(f\"CFG 2 variables: {cfg2.variables}\")\nprint(f\"CFG 2 terminals: {cfg2.terminals}\")\nprint(f\"CFG 2 productions: {cfg2.productions}\")\nPY\n"
}
Result of run_command 261 characters
{
  "status": "ok",
  "stdout": "CFG 1 variables: {Variable(A), Variable(S)}\nCFG 1 terminals: set()\nCFG 1 productions: {S -> A}\nCFG 2 variables: {Variable(S)}\nCFG 2 terminals: {Terminal(A)}\nCFG 2 productions: {S -> Terminal(A)}\n",
  "stderr": "",
  "exit_code": 0
}
Turn 3at 61 s144 tokens out4,827 prompt tokens
Yes, `CFG 1` has `Variable(A)` as a variable and no terminals.
So `from_text('S -> "TER:A"')` is treating `"TER:A"` as a variable `A` instead of a terminal `A`.

According to the problem statement, `TER:X` notation should make it a terminal.

Let's find where `CFG.from_text` is implemented. It's probably in `pyformlang/cfg/cfg.py`.
TOOL CALL · run_command
{
  "command": "grep -rn --include=\"*.py\" \"from_text\" pyformlang/cfg/"
}
Result of run_command 2,780 characters
{
  "status": "ok",
  "stdout": "pyformlang/cfg/cfg.py:1028:    def from_text(cls, text, start_symbol=Variable(\"S\")):\npyformlang/cfg/tests/test_cfg.py:752:    def test_from_text(self):\npyformlang/cfg/tests/test_cfg.py:757:        cfg = CFG.from_text(text)\npyformlang/cfg/tests/test_cfg.py:763:    def test_from_text2(self):\npyformlang/cfg/tests/test_cfg.py:768:        cfg = CFG.from_text(text)\npyformlang/cfg/tests/test_cfg.py:772:    def test_from_text_union(self):\npyformlang/cfg/tests/test_cfg.py:776:        cfg = CFG.from_text(text)\npyformlang/cfg/tests/test_cfg.py:781:        cfg = CFG.from_text(text)\npyformlang/cfg/tests/test_cfg.py:787:        cfg = CFG.from_text(text)\npyformlang/cfg/tests/test_cfg.py:799:        cfg = CFG.from_text(text, start_symbol=\"S1\")\npyformlang/cfg/tests/test_cfg.py:804:        cfg = CFG.from_text(text, start_symbol=\"E\")\npyformlang/cfg/tests/test_cfg.py:815:        cfg = CFG.from_text(text, start_symbol=\"E\")\npyformlang/cfg/tests/test_cfg.py:825:        text_result = CFG.from_text(text, start_symbol=\"E\").to_text()\npyformlang/cfg/tests/test_cfg.py:834:        cfg = CFG.from_text(\"S -> a S b | a b\")\npyformlang/cfg/tests/test_cfg.py:838:        new_cfg = CFG.from_text(new_text)\npyformlang/cfg/tests/test_cfg.py:842:        cfg = CFG.from_text(\"S -> a S b | a b epsilon\")\npyformlang/cfg/tests/test_recursive_decent_parser.py:12:    cfg = CFG.from_text(\"\"\"\npyformlang/cfg/tests/test_recursive_decent_parser.py:59:        cfg = CFG.from_text(\"\"\"\npyformlang/cfg/tests/test_llone_parser.py:24:        cfg = CFG.from_text(text)\npyformlang/cfg/tests/test_llone_parser.py:47:        cfg = CFG.from_text(text)\npyformlang/cfg/tests/test_llone_parser.py:65:        cfg = CFG.from_text(text, start_symbol=\"E\")\npyformlang/cfg/tests/test_llone_parser.py:88:        cfg = CFG.from_text(text)\npyformlang/cfg/tests/test_llone_parser.py:104:        cfg = CFG.from_text(text, start_symbol=\"E\")\npyformlang/cfg/tests/test_llone_parser.py:128:        cfg = CFG.from_text(text, start_symbol=\"E\")\npyformlang/cfg/tests/test_llone_parser.py:148:        cfg = CFG.from_text(text, start_symbol=\"E\")\npyformlang/cfg/tests/test_llone_parser.py:159:        cfg = CFG.from_text(text, start_symbol=\"E\")\npyformlang/cfg/tests/test_llone_parser.py:165:        cfg = CFG.from_text(text, start_symbol=\"E\")\npyformlang/cfg/tests/test_llone_parser.py:174:        cfg = CFG.from_text(text, start_symbol=\"E\")\npyformlang/cfg/tests/test_llone_parser.py:201:        cfg = CFG.from_text(text, start_symbol=\"E\")\npyformlang/cfg/tests/test_llone_parser.py:235:        cfg = CFG.from_text(text, start_symbol=\"E\")\npyformlang/cfg/tests/test_llone_parser.py:243:        cfg = CFG.from_text(\"\"\"\n",
  "stderr": "",
  "exit_code": 0
}
Turn 4at 65 s66 tokens out6,110 prompt tokens
Let's read `pyformlang/cfg/cfg.py` around line 1028.
TOOL CALL · read_file
{
  "end_line": 1150,
  "filepath": "pyformlang/cfg/cfg.py",
  "start_line": 1020
}
Result of read_file 3,667 characters
{
  "status": "ok",
  "filepath": "pyformlang/cfg/cfg.py",
  "content": "        \"\"\"\n        res = []\n        for production in self._productions:\n            res.append(str(production.head) + \" -> \" +\n                       \" \".join([x.to_text() for x in production.body]))\n        return \"\\n\".join(res) + \"\\n\"\n\n    @classmethod\n    def from_text(cls, text, start_symbol=Variable(\"S\")):\n        \"\"\"\n        Read a context free grammar from a text.\n        The text contains one rule per line.\n        The structure of a production is:\n        head -> body1 | body2 | ... | bodyn\n        where | separates the bodies.\n        A variable (or non terminal) begins by a capital letter.\n        A terminal begins by a non-capital character\n        Terminals and Variables are separated by spaces.\n        An epsilon symbol can be represented by epsilon, $, ε, ϵ or Є.\n        If you want to have a variable name starting with a non-capital \\\n        letter or a terminal starting with a capital letter, you can \\\n        explicitly give the type of your symbol with \"VAR:yourVariableName\" \\\n        or \"TER:yourTerminalName\" (with the quotation marks). For example:\n        S -> \"TER:John\" \"VAR:d\" a b\n\n        Parameters\n        ----------\n        text : str\n            The text of transform\n        start_symbol : str, optional\n            The start symbol, S by default\n\n        Returns\n        -------\n        cfg : :class:`~pyformlang.cfg.CFG`\n            A context free grammar.\n        \"\"\"\n        variables = set()\n        productions = set()\n        terminals = set()\n        for line in text.splitlines():\n            line = line.strip()\n            if not line:\n                continue\n            cls._read_line(line, productions, terminals, variables)\n        return cls(variables=variables, terminals=terminals,\n                   productions=productions, start_symbol=start_symbol)\n\n    @classmethod\n    def _read_line(cls, line, productions, terminals, variables):\n        head_s, body_s = line.split(\"->\")\n        head_text = head_s.strip()\n        if is_special_text(head_text):\n            head_text = head_text[5:-1]\n        head = Variable(head_text)\n        variables.add(head)\n        for sub_body in body_s.split(\"|\"):\n            body = []\n            for body_component in sub_body.split():\n                if is_special_text(body_component):\n                    type_component = body_component[1:4]\n                    body_component = body_component[5:-1]\n                else:\n                    type_component = \"\"\n                if body_component[0] in string.ascii_uppercase or \\\n                        type_component == \"VAR\":\n                    body_var = Variable(body_component)\n                    variables.add(body_var)\n                    body.append(body_var)\n                elif body_component not in EPSILON_SYMBOLS or type_component \\\n                        == \"TER\":\n                    body_ter = Terminal(body_component)\n                    terminals.add(body_ter)\n                    body.append(body_ter)\n            productions.add(Production(head, body))\n\n    def is_normal_form(self):\n        \"\"\"\n        Tells is the current grammar is in Chomsky Normal Form or not\n\n        Returns\n        -------\n        is_normal_form : bool\n            If the current grammar is in CNF\n        \"\"\"\n        return all(\n            production.is_normal_form() for production in self._productions)",
  "start_line": 1020,
  "end_line": 1106,
  "total_lines": 1106,
  "is_truncated": false
}
Turn 5at 110 s678 tokens out7,146 prompt tokens
Wait, I see the bug in `_read_line`:

```python
    @classmethod
    def _read_line(cls, line, productions, terminals, variables):
        head_s, body_s = line.split("->")
        head_text = head_s.strip()
        if is_special_text(head_text):
            head_text = head_text[5:-1]
        head = Variable(head_text)
        variables.add(head)
        for sub_body in body_s.split("|"):
            body = []
            for body_component in sub_body.split():
                if is_special_text(body_component):
                    type_component = body_component[1:4]
                    body_component = body_component[5:-1]
                else:
                    type_component = ""
                if body_component[0] in string.ascii_uppercase or \
                        type_component == "VAR":
                    body_var = Variable(body_component)
                    variables.add(body_var)
                    body.append(body_var)
                elif body_component not in EPSILON_SYMBOLS or type_component \
                        == "TER":
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
            productions.add(Production(head, body))
```

If `body_component` is `"TER:A"`, `is_special_text` should be true.
Assuming `is_special_text` checks for quotation marks.
If `is_special_text(body_component)` is true:
`type_component` becomes `"TER"` (indices 1 to 4: `body_component[1:4]`).
`body_component` becomes `"A"` (indices 5 to -1: `body_component[5:-1]`).

Then it checks:
```python
                if body_component[0] in string.ascii_uppercase or \
                        type_component == "VAR":
```
Since `body_component[0]` is `'A'`, which is in `string.ascii_uppercase`, it enters the `if` block and creates a `Variable("A")`.
It should only create a `Variable` if it's either NOT special and starts with uppercase, OR it's special and `type_component == "VAR"`.

If it's special, `type_component` should decide whether it's a `Variable` or `Terminal`, regardless of the first character of `body_component`.

Correct logic should be:
If it's special, check `type_component`.
If it's not special, check first character.

Let's see how `is_special_text` is defined. It's probably in the same file or imported.
TOOL CALL · run_command
{
  "command": "grep -rn \"def is_special_text\" pyformlang/cfg/cfg.py"
}
Result of run_command 91 characters
{
  "status": "ok",
  "stdout": "34:def is_special_text(text):\n",
  "stderr": "",
  "exit_code": 0
}
Turn 6at 112 s62 tokens out7,875 prompt tokens
Let's read `is_special_text` in `pyformlang/cfg/cfg.py`.
TOOL CALL · read_file
{
  "end_line": 40,
  "filepath": "pyformlang/cfg/cfg.py",
  "start_line": 30
}
Result of read_file 488 characters
{
  "status": "ok",
  "filepath": "pyformlang/cfg/cfg.py",
  "content": "class NotParsableException(Exception):\n    \"\"\"When the grammar cannot be parsed (parser not powerful enough)\"\"\"\n\n\ndef is_special_text(text):\n    \"\"\" Check if the input is given an explicit type \"\"\"\n    return len(text) > 5 and \\\n        (text[0:5] == '\"VAR:' or text[0:5] == '\"TER:') and \\\n        text[-1] == '\"'\n\n",
  "start_line": 30,
  "end_line": 40,
  "total_lines": 1106,
  "is_truncated": false
}
Turn 7at 156 s873 tokens out8,124 prompt tokens
Yes, `is_special_text` checks for `"VAR:` or `"TER:`.

Now let's refine the logic in `_read_line`.

Current logic:
```python
                if is_special_text(body_component):
                    type_component = body_component[1:4]
                    body_component = body_component[5:-1]
                else:
                    type_component = ""
                if body_component[0] in string.ascii_uppercase or \
                        type_component == "VAR":
                    body_var = Variable(body_component)
                    variables.add(body_var)
                    body.append(body_var)
                elif body_component not in EPSILON_SYMBOLS or type_component \
                        == "TER":
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
```

Wait, there's also this:
```python
                elif body_component not in EPSILON_SYMBOLS or type_component \
                        == "TER":
```
Wait, `body_component not in EPSILON_SYMBOLS` is almost always true if it's a regular character.

If `body_component` is `"A"` and `type_component` is `"TER"`, it still went into the first `if` block because `body_component[0]` is uppercase.

If we are in the `is_special_text` case, we should only care about `type_component`.

Revised logic:
```python
                if is_special_text(body_component):
                    type_component = body_component[1:4]
                    body_component = body_component[5:-1]
                    if type_component == "VAR":
                        body_var = Variable(body_component)
                        variables.add(body_var)
                        body.append(body_var)
                    elif type_component == "TER":
                        body_ter = Terminal(body_component)
                        terminals.add(body_ter)
                        body.append(body_ter)
                else:
                    if body_component[0] in string.ascii_uppercase:
                        body_var = Variable(body_component)
                        variables.all.add(body_var) # Wait, variables.add(body_var)
                        body.append(body_var)
                    elif body_component not in EPSILON_SYMBOLS: # Or whatever the logic for terminals is
                        ...
```

Wait, what if `body_component` is an epsilon symbol?
The original code has:
```python
                if body_component[0] in string.ascii_uppercase or \
                        type_component == "VAR":
                    body_var = Variable(body_component)
                    variables.add(body_var)
                    body.append(body_var)
                elif body_component not in EPSILON_SYMBOLS or type_component \
                        == "TER":
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
```
If `body_component` is in `EPSILON_SYMBOLS` and it's not special, it doesn't enter either block.
Wait, if it's not special:
- Starts with Uppercase -> Variable
- Not in `EPSILON_SYMBOLS` -> Terminal
- In `EPSILON_SYMBOLS` -> কিছুই না (nothing)? That's probably how epsilon is handled (it's just not added to the body).

Let's check `EPSILON_SYMBOLS`. It's probably defined earlier in the file.
TOOL CALL · run_command
{
  "command": "grep -rn \"EPSILON_SYMBOLS =\" pyformlang/cfg/cfg.py"
}
Result of run_command 139 characters
{
  "status": "ok",
  "stdout": "25:EPSILON_SYMBOLS = [\"epsilon\", \"$\", \"ε\", \"ϵ\", \"Є\"]\n",
  "stderr": "",
  "exit_code": 0
}
Turn 8at 270 s2,073 tokens out9,062 prompt tokens
So if it's `"epsilon"`, it's skipped.

Let's look at the original logic again.
```python
                if body_component[0] in string.ascii_uppercase or \
                        type_component == "VAR":
```
This is the problem. If `type_component == "TER"` and `body_component[0]` is uppercase, it's treated as a `Variable`.

We should change it to:
If `type_component` is not empty (i.e., it was special), use `type_component` to decide.
Otherwise, use the first character.

```python
                if is_special_text(body_component):
                    type_component = body_component[1:4]
                    body_component = body_component[5:-1]
                else:
                    type_component = ""

                if type_component == "VAR" or (Type_component == "" and body_component[0] in string.ascii_uppercase):
                    body_var = Variable(body_component)
                    variables.add(body_var)
                    body.append(body_var)
                elif type_component == "TER" or (type_component == "" and body_component not in EPSILON_SYMBOLS):
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
```

Wait, what if `body_component` is an empty string? `body_component[0]` would fail.
But `body_component` comes from `sub_body.split()`, so it should not be empty.

Let's check if `type_component == "TER"` is enough when it's special.
If `type_component == "TER"`, it should be a Terminal even if it starts with an uppercase letter.

Let's review the original code's logic for `type_component == "TER"` again.
```python
                elif body_component not in EPSILON_SYMBOLS or type_component \
                        == "TER":
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
```
This `elif` is only reached if the first `if` is False.
The first `if` is: `body_component[0] in string.ascii_uppercase or type_component == "VAR"`.
So if `body_component[0]` is uppercase, it always goes into the first `if`, regardless of whether `type_component == "TER"`.

So the fix should be:
If `type_component == "VAR"`, it's a Variable.
Else if `type_component == "TER"`, it's a Terminal.
Else (it's not special):
  If `body_component[0]` is uppercase, it's a Variable.
  Else if `body_component` is not an epsilon symbol, it's a Terminal.

Wait, we also need to check if it's an epsilon symbol before accessing `body_component[0]`.
Wait, if it's not special, it can be an epsilon symbol.
If it's an epsilon symbol, it probably shouldn't be a variable or terminal.

Let's see:
`EPSILON_SYMBOLS = ["epsilon", "$", "ε", "ϵ", "Є"]`
None of these start with uppercase ASCII letters (except maybe some if they were different, but these are all lowercase or symbols).

Wait, let's check `string.ascii_uppercase`.

So if `type_component == "":`
  if `body_component[0]` in `string.ascii_uppercase`: it's a `Variable`.
  else if `body_component` in `EPSILON_SYMBOLS`: it's an epsilon (do nothing).
  else: it's a `Terminal`.

This matches the original intention.

So let's refine the `_read_line` method.

```python
    @classmethod
    def _read_line(cls, line, productions, terminals, variables):
        head_s, body_s = line.split("->")
        head_text = head_s.strip()
        if is_special_text(head_text):
            head_text = head_text[5:-1]
        head = Variable(head_text)
        variables.add(head)
        for sub_body in body_s.split("|"):
            body = []
            for body_component in sub_body.split():
                if is_special_text(body_component):
                    type_component = body_component[1:4]
                    body_component = body_component[5:-1]
                else:
                    type_component = ""
                
                if type_component == "VAR" or (type_component == "" and body_component[0] in string.ascii_uppercase):
                    body_var = Variable(body_component)
                    variables.add(body_var)
                    body.append(body_var)
                elif type_component == "TER" or (type_component == "" and body_component not in EPSILON_SYMBOLS):
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
            productions.add(Production(head, body))
```

Let's double check the boundaries.
If `body_component` is `"TER:A"`, `is_special_text` is True, `type_component` is `"TER"`, `body_component` is `"A"`.
`type_component == "VAR"` is False.
`(type_component == "" and body_component[0] in string.ascii_uppercase)` is False because `type_component` is not `""`.
`type_component == "TER"` is True. It becomes a `Terminal("A")`. Correct.

If `body_component` is `"A"`, `is_special_text` is False, `type_component` is `""`.
`type_component == "VAR"` is False.
`(type_component == "" and body_component[0] in string.ascii_uppercase)` is True. It becomes a `Variable("A")`. Correct.

If `body_component` is `"a"`, `is_special_text` is False, `type_component` is `""`.
`type_component == "VAR"` is False.
`(type_component == "" and body_component[0] in string.ascii_uppercase)` is False.
`type_component == "TER"` is False.
`(type_component == "" and body_component not in EPSILON_SYMBOLS)` is True. It becomes a `Terminal("a")`. Correct.

If `body_component` is `"epsilon"`, `is_special_text` is False, `type_component` is `""`.
`type_component == "VAR"` is False.
`(type_component == "" and body_component[0] in string.ascii_uppercase)` is False.
`type_component == "TER"` is False.
`(type_component == "" and body_component not in EPSILON_SYMBOLS)` is False.
It is skipped. Correct.

Wait, let's check if `head_text` also has a bug.
```python
        if is_special_text(head_text):
            head_text = head_text[5:-1]
        head = Variable(head_text)
```
Head is always a `Variable`. The problem statement only mentioned terminals in the body.
Wait, the `from_text` doc says:
"If you want to have a variable name starting with a non-capital letter or a terminal starting with a capital letter, you can explicitly give the type of your symbol with "VAR:yourVariableName" or "TER:yourTerminalName" (with the quotation marks)."
It says "give the type of your symbol", and then gives an example `S -> "TER:John" "VAR:d" a b`.
It doesn't explicitly say if the head can be `"VAR:S"`.
In `_read_line`:
```python
        if is_special_text(head_text):
            head_text = head_text[5:-1]
        head = Variable(head_text)
```
If `head_text` was `"VAR:S"`, `head_text` becomes `"S"`, and `head` becomes `Variable("S")`.
If `head_text` was `"TER:S"`, `head_text` becomes `"S"`, and `head` becomes `Variable("S")`.
But the head must be a Variable in CFG. So this seems okay.

Now let's implement the fix. I'll use `edit_file`.

Wait, I should check if I need to import `string` in `pyformlang/cfg/cfg.py`.
The current code uses `string.ascii_uppercase`. Let's check if `string` is imported.
TOOL CALL · run_command
{
  "command": "grep \"import string\" pyformlang/cfg/cfg.py"
}
Result of run_command 75 characters
{
  "status": "ok",
  "stdout": "import string\n",
  "stderr": "",
  "exit_code": 0
}
Turn 9at 302 s834 tokens out11,177 prompt tokens
Yes, it is.

Let's prepare the `edit_file` call.

Original code:
```python
                if body_component[0] in string.ascii_uppercase or \
                        type_component == "VAR":
                    body_var = Variable(body_component)
                    variables.add(body_var)
                    body.append(body_var)
                elif body_component not in EPSILON_SYMBOLS or type_component \
                        == "TER":
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
```

New code:
```python
                if type_component == "VAR" or \
                        (type_component == "" and body_component[0] in string.ascii_uppercase):
                    body_var = Variable(body_component)
                    variables.add(body_var)
                    body.append(body_var)
                elif type_component == "TER" or \
                        (type_component == "" and body_component not in EPSILON_SYMBOLS):
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
```

Wait, the original `elif` was:
```python
                elif body_component not in EPSILON_SYMBOLS or type_component \
                        == "TER":
```
If `type_component == "TER"`, it would be a terminal.
If `body_component` was not in `EPSILON_SYMBOLS`, it would be a terminal.
But this was only reached if it didn't start with uppercase AND `type_component` was not `"VAR"`.

My proposed change:
```python
                if type_component == "VAR" or \
                        (type_component == "" and body_component[0] in string.ascii_uppercase):
                    body_var = Variable(body_component)
                    variables.add(body_var)
                    body.append(body_var)
                elif type_component == "TER" or \
                        (type_component == "" and body_component not in EPSILON_SYMBOLS):
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
```
This seems correct and covers all cases.

Let's apply the fix.
TOOL CALL · edit_file
{
  "filepath": "pyformlang/cfg/cfg.py",
  "new_string": "                if type_component == \"VAR\" or \\\\\\\n                        (type_component == \"\" and body_component[0] in string.ascii_uppercase):\n                    body_var = Variable(body_component)\n                    variables.add(body_var)\n                    body.append(body_var)\n                elif type_component == \"TER\" or \\\\\\\n                        (type_component == \"\" and body_component not in EPSILON_SYMBOLS):\n                    body_ter = Terminal(body_component)\n                    terminals.add(body_ter)\n                    body.append(body_ter)",
  "old_string": "                if body_component[0] in string.ascii_uppercase or \\\\\\\n                        type_component == \"VAR\":\n                    body_var = Variable(body_component)\n                    variables.add(body_var)\n                    body.append(body_var)\n                elif body_component not in EPSILON_SYMBOLS or type_component \\\\\\\n                        == \"TER\":\n                    body_ter = Terminal(body_component)\n                    terminals.add(body_ter)\n                    body.append(body_ter)"
}
Result of edit_file 1,184 characters
{
  "status": "ok",
  "filepath": "pyformlang/cfg/cfg.py",
  "occurrences": 1,
  "strategy": "unescaped",
  "diff": "--- a/pyformlang/cfg/cfg.py\n+++ b/pyformlang/cfg/cfg.py\n@@ -1081,13 +1081,13 @@\n                     body_component = body_component[5:-1]\n                 else:\n                     type_component = \"\"\n-                if body_component[0] in string.ascii_uppercase or \\\n-                        type_component == \"VAR\":\n+                if type_component == \"VAR\" or \\\n+                        (type_component == \"\" and body_component[0] in string.ascii_uppercase):\n                     body_var = Variable(body_component)\n                     variables.add(body_var)\n                     body.append(body_var)\n-                elif body_component not in EPSILON_SYMBOLS or type_component \\\n-                        == \"TER\":\n+                elif type_component == \"TER\" or \\\n+                        (type_component == \"\" and body_component not in EPSILON_SYMBOLS):\n                     body_ter = Terminal(body_component)\n                     terminals.add(body_ter)\n                     body.append(body_ter)\n",
  "is_truncated": false
}
Turn 10at 343 s659 tokens out12,343 prompt tokens
Now let's run the reproduction script again and also add some edge cases.
TOOL CALL · run_command
{
  "command": "python3 - <<'PY'\nfrom pyformlang.cfg import CFG, Production, Terminal, Variable\n\ndef test_cfg(text, expected_vars, expected_terms, expected_prods):\n    cfg = CFG.from_text(text)\n    print(f\"Testing: {text}\")\n    print(f\"  Variables: {cfg.variables} Expected: {expected_vars}\")\n    print(f\"  Terminals: {cfg.terminals} Expected: {expected_terms}\")\n    print(f\"  Productions: {cfg.productions} Expected: {expected_prods}\")\n    assert cfg.variables == expected_vars\n    assert cfg.terminals == expected_terms\n    assert cfg.productions == expected_prods\n    print(\"  Result: PASS\")\n\n# Original bug\ntest_cfg('S -> \"TER:A\"', {Variable(\"S\"), Variable(\"A\") if False else Variable(\"S\")}, {Terminal(\"A\")}, {Production(Variable(\"S\"), (Terminal(\"A\"),))})\n# Wait, the above is a bit messy. Let's just define expected values.\n\n# Bug case: Uppercase terminal\ntest_cfg('S -> \"TER:A\"', {Variable(\"S\")}, {Terminal(\"A\")}, {Production(Variable(\"S\"), (Terminal(\"A\"),))})\n\n# Case: Uppercase variable\ntest_cfg('S -> A', {Variable(\"S\"), Variable(\"A\")}, set(), {Production(Variable(\"S\"), (Variable(\"A\"),))})\n\n# Case: Lowercase terminal\ntest_cfg('S -> a', {Variable(\"S\")}, {Terminal(\"a\")}, {Production(Variable(\"S\"), (Terminal(\"a\"),))})\n\n# Case: Lowercase variable using VAR:\ntest_cfg('S -> \"VAR:a\"', {Variable(\"S\"), Variable(\"a\")}, set(), {Production(Variable(\"S\"), (Variable(\"a\"),))})\n\n# Case: Mixed\ntest_cfg('S -> \"TER:A\" \"VAR:a\" b', {Variable(\"S\"), Variable(\"a\")}, {Terminal(\"A\"), Terminal(\"b\")}, {Production(Variable(\"S\"), (Terminal(\"A\"), Variable(\"a\"), Terminal(\"b\")))})\n\n# Case: Epsilon\ntest_cfg('S -> epsilon', {Variable(\"S\")}, set(), {Production(Variable(\"S\"), ())})\n\n# Case: Epsilon with special text - wait, does special text support epsilon?\n# The doc says \"TER:yourTerminalName\", but epsilon is a special symbol.\n# If someone does \"TER:epsilon\", it should probably be treated as a terminal \"epsilon\" not as the epsilon symbol.\ntest_cfg('S -> \"TER:epsilon\"', {Variable(\"S\")}, {Terminal(\"epsilon\")}, {Production(Variable(\"S\"), (Terminal(\"epsilon\"),))})\n\nPY\n"
}
Result of run_command 1,778 characters
{
  "status": "ok",
  "stdout": "Testing: S -> \"TER:A\"\n  Variables: {Variable(S)} Expected: {Variable(S)}\n  Terminals: {Terminal(A)} Expected: {Terminal(A)}\n  Productions: {S -> Terminal(A)} Expected: {S -> Terminal(A)}\n  Result: PASS\nTesting: S -> \"TER:A\"\n  Variables: {Variable(S)} Expected: {Variable(S)}\n  Terminals: {Terminal(A)} Expected: {Terminal(A)}\n  Productions: {S -> Terminal(A)} Expected: {S -> Terminal(A)}\n  Result: PASS\nTesting: S -> A\n  Variables: {Variable(S), Variable(A)} Expected: {Variable(S), Variable(A)}\n  Terminals: set() Expected: set()\n  Productions: {S -> A} Expected: {S -> A}\n  Result: PASS\nTesting: S -> a\n  Variables: {Variable(S)} Expected: {Variable(S)}\n  Terminals: {Terminal(a)} Expected: {Terminal(a)}\n  Productions: {S -> Terminal(a)} Expected: {S -> Terminal(a)}\n  Result: PASS\nTesting: S -> \"VAR:a\"\n  Variables: {Variable(S), Variable(a)} Expected: {Variable(S), Variable(a)}\n  Terminals: set() Expected: set()\n  Productions: {S -> a} Expected: {S -> a}\n  Result: PASS\nTesting: S -> \"TER:A\" \"VAR:a\" b\n  Variables: {Variable(S), Variable(a)} Expected: {Variable(S), Variable(a)}\n  Terminals: {Terminal(A), Terminal(b)} Expected: {Terminal(b), Terminal(A)}\n  Productions: {S -> Terminal(A) a Terminal(b)} Expected: {S -> Terminal(A) a Terminal(b)}\n  Result: PASS\nTesting: S -> epsilon\n  Variables: {Variable(S)} Expected: {Variable(S)}\n  Terminals: set() Expected: set()\n  Productions: {S -> } Expected: {S -> }\n  Result: PASS\nTesting: S -> \"TER:epsilon\"\n  Variables: {Variable(S)} Expected: {Variable(S)}\n  Terminals: {Terminal(epsilon)} Expected: {Terminal(epsilon)}\n  Productions: {S -> Terminal(epsilon)} Expected: {S -> Terminal(epsilon)}\n  Result: PASS\n",
  "stderr": "",
  "exit_code": 0
}
Turn 11at 353 s86 tokens out13,600 prompt tokens
The tests passed. Now I should check if there are any existing tests in the repository that might be affected.
I saw `pyformlang/cfg/tests/test_cfg.py`. Let's run it.
TOOL CALL · run_command
{
  "command": "pytest pyformlang/cfg/tests/test_cfg.py -q --tb=short --no-header"
}
Result of run_command 161 characters
{
  "status": "ok",
  "stdout": "..............................................                           [100%]\n46 passed in 0.42s\n",
  "stderr": "",
  "exit_code": 0
}
Turn 12at 357 s42 tokens out13,747 prompt tokens
Everything seems to be in order.
Let's double check the diff and clean up.
TOOL CALL · run_command
{
  "command": "git status --short && git diff"
}
Result of run_command 1,241 characters
{
  "status": "ok",
  "stdout": " M pyformlang/cfg/cfg.py\ndiff --git a/pyformlang/cfg/cfg.py b/pyformlang/cfg/cfg.py\nindex 4a07efd..f2f5402 100644\n--- a/pyformlang/cfg/cfg.py\n+++ b/pyformlang/cfg/cfg.py\n@@ -1081,13 +1081,13 @@ class CFG:\n                     body_component = body_component[5:-1]\n                 else:\n                     type_component = \"\"\n-                if body_component[0] in string.ascii_uppercase or \\\n-                        type_component == \"VAR\":\n+                if type_component == \"VAR\" or \\\n+                        (type_component == \"\" and body_component[0] in string.ascii_uppercase):\n                     body_var = Variable(body_component)\n                     variables.add(body_var)\n                     body.append(body_var)\n-                elif body_component not in EPSILON_SYMBOLS or type_component \\\n-                        == \"TER\":\n+                elif type_component == \"TER\" or \\\n+                        (type_component == \"\" and body_component not in EPSILON_SYMBOLS):\n                     body_ter = Terminal(body_component)\n                     terminals.add(body_ter)\n                     body.append(body_ter)\n",
  "stderr": "",
  "exit_code": 0
}
Turn 13at 360 s37 tokens out14,163 prompt tokens
The diff is minimal and focuses exactly on the logic fix. No other files were modified.
I'm ready to submit.
TOOL CALL · submit_patch
Result of submit_patch 56 characters
{
  "status": "ok",
  "patch_size": 1115,
  "files_changed": 1
}
Turn 14at 379 s165 tokens out14,240 prompt tokens
I have successfully fixed the bug where `TER:X` notation was not respected for uppercase terminals in CFGs.
The fix involved modifying `CFG._read_line` to prioritize the explicit type (`VAR:` or `TER:`) over the leading character of the symbol when determining if it is a variable or a terminal.
I verified the fix with the reproduction case and several edge cases, and also ran the existing tests.
Turn 15at 379 s
The bug was caused by `CFG._read_line` prioritizing the leading character of a symbol (uppercase for variables) over its explicitly declared type (`TER:` or `VAR:`). I modified the logic to correctly prioritize the explicit type when present, ensuring that symbols marked with `"TER:X"` are treated as terminals even if they start with an uppercase letter.

Model calls (not matched to turns)

Generated tokens 286 tokens · stopped: STOP
The user is reporting a bug in `pyformlang.cfg.CFG.from_text` where the `TER:X` notation is not respected for uppercase terminals in CFGs.
Specifically, `CFG.from_text('S -> "TER:A"')` should produce a CFG with terminal `"A"`, but it seems it is not doing so correctly.

Let's start by reproducing the bug.
<|channel>thought The user is reporting a bug in `pyformlang.cfg.CFG.from_text` where the `TER:X` notation is not respected for uppercase terminals in CFGs. Specifically, `CFG.from_text('S -> "TER:A"')` should produce a CFG with terminal `"A"`, but it seems it is not doing so correctly. Let's start by reproducing the bug.<channel|><|tool_call>call:run_command{command:<|"|>python3 - <<'PY' from pyformlang.cfg import CFG, Production, Terminal, Variable cfg1 = CFG.from_text('S -> "TER:A"') print(f"CFG 1: {cfg1.productions}") print(f"CFG 1 is_empty: {cfg1.is_empty()}") cfg2 = CFG( variables={"S"}, terminals={"A"}, start_symbol="S", productions={Production(Variable("S"), (Terminal("A"),))}, ) print(f"CFG 2: {cfg2.productions}") print(f"CFG 2 is_empty: {cfg2.is_empty()}") print(f"Equal: {cfg1 == cfg2}") PY <|"|>}<tool_call|><|tool_response>
Generated tokens 463 tokens · stopped: STOP
Wait, the output is:
`CFG 1: {S -> A}`
`CFG 1 is_empty: True`
`CFG 2: {S -> Terminal(A)}`
`CFG 2 is_empty: False`
`Equal: False`

Wait, if `CFG 1` is `S -> A` and `is_empty` is True, that's weird.
Usually `is_empty` for a CFG might mean something else, or maybe the production is not what I think it is.

Let's look at the output of `cfg1.productions` more closely.
In `CFG 1: {S -> A}`, it seems it thinks `A` is a Variable, not a Terminal.
In `CFG 2: {S -> Terminal(A)}`, it's a Terminal.

Wait, if `A` is a variable in `CFG 1` and it's not the start symbol and there's no production for it, then the language might be empty.

Let's check what `cfg1.variables` and `cfg1.terminals` are.
Wait, the output is: `CFG 1: {S -> A}` `CFG 1 is_empty: True` `CFG 2: {S -> Terminal(A)}` `CFG 2 is_empty: False` `Equal: False` Wait, if `CFG 1` is `S -> A` and `is_empty` is True, that's weird. Usually `is_empty` for a CFG might mean something else, or maybe the production is not what I think it is. Let's look at the output of `cfg1.productions` more closely. In `CFG 1: {S -> A}`, it seems it thinks `A` is a Variable, not a Terminal. In `CFG 2: {S -> Terminal(A)}`, it's a Terminal. Wait, if `A` is a variable in `CFG 1` and it's not the start symbol and there's no production for it, then the language might be empty. Let's check what `cfg1.variables` and `cfg1.terminals` are. <channel|><|tool_call>call:run_command{command:<|"|>python3 - <<'PY' from pyformlang.cfg import CFG, Production, Terminal, Variable cfg1 = CFG.from_text('S -> "TER:A"') print(f"CFG 1 variables: {cfg1.variables}") print(f"CFG 1 terminals: {cfg1.terminals}") print(f"CFG 1 productions: {cfg1.productions}") cfg2 = CFG( variables={"S"}, terminals={"A"}, start_symbol="S", productions={Production(Variable("S"), (Terminal("A"),))}, ) print(f"CFG 2 variables: {cfg2.variables}") print(f"CFG 2 terminals: {cfg2.terminals}") print(f"CFG 2 productions: {cfg2.productions}") PY <|"|>}<tool_call|><|tool_response>
Generated tokens 144 tokens · stopped: STOP
Yes, `CFG 1` has `Variable(A)` as a variable and no terminals.
So `from_text('S -> "TER:A"')` is treating `"TER:A"` as a variable `A` instead of a terminal `A`.

According to the problem statement, `TER:X` notation should make it a terminal.

Let's find where `CFG.from_text` is implemented. It's probably in `pyformlang/cfg/cfg.py`.
Yes, `CFG 1` has `Variable(A)` as a variable and no terminals. So `from_text('S -> "TER:A"')` is treating `"TER:A"` as a variable `A` instead of a terminal `A`. According to the problem statement, `TER:X` notation should make it a terminal. Let's find where `CFG.from_text` is implemented. It's probably in `pyformlang/cfg/cfg.py`. <channel|><|tool_call>call:run_command{command:<|"|>grep -rn --include="*.py" "from_text" pyformlang/cfg/<|"|>}<tool_call|><|tool_response>
Generated tokens 66 tokens · stopped: STOP
Let's read `pyformlang/cfg/cfg.py` around line 1028.
Let's read `pyformlang/cfg/cfg.py` around line 1028. <channel|><|tool_call>call:read_file{end_line:1150,filepath:<|"|>pyformlang/cfg/cfg.py<|"|>,start_line:1020}<tool_call|><|tool_response>
Generated tokens 678 tokens · stopped: STOP
Wait, I see the bug in `_read_line`:

```python
    @classmethod
    def _read_line(cls, line, productions, terminals, variables):
        head_s, body_s = line.split("->")
        head_text = head_s.strip()
        if is_special_text(head_text):
            head_text = head_text[5:-1]
        head = Variable(head_text)
        variables.add(head)
        for sub_body in body_s.split("|"):
            body = []
            for body_component in sub_body.split():
                if is_special_text(body_component):
                    type_component = body_component[1:4]
                    body_component = body_component[5:-1]
                else:
                    type_component = ""
                if body_component[0] in string.ascii_uppercase or \
                        type_component == "VAR":
                    body_var = Variable(body_component)
                    variables.add(body_var)
                    body.append(body_var)
                elif body_component not in EPSILON_SYMBOLS or type_component \
                        == "TER":
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
            productions.add(Production(head, body))
```

If `body_component` is `"TER:A"`, `is_special_text` should be true.
Assuming `is_special_text` checks for quotation marks.
If `is_special_text(body_component)` is true:
`type_component` becomes `"TER"` (indices 1 to 4: `body_component[1:4]`).
`body_component` becomes `"A"` (indices 5 to -1: `body_component[5:-1]`).

Then it checks:
```python
                if body_component[0] in string.ascii_uppercase or \
                        type_component == "VAR":
```
Since `body_component[0]` is `'A'`, which is in `string.ascii_uppercase`, it enters the `if` block and creates a `Variable("A")`.
It should only create a `Variable` if it's either NOT special and starts with uppercase, OR it's special and `type_component == "VAR"`.

If it's special, `type_component` should decide whether it's a `Variable` or `Terminal`, regardless of the first character of `body_component`.

Correct logic should be:
If it's special, check `type_component`.
If it's not special, check first character.

Let's see how `is_special_text` is defined. It's probably in the same file or imported.

Wait, I see the bug in `_read_line`: ```python @classmethod def _read_line(cls, line, productions, terminals, variables): head_s, body_s = line.split("->") head_text = head_s.strip() if is_special_text(head_text): head_text = head_text[5:-1] head = Variable(head_text) variables.add(head) for sub_body in body_s.split("|"): body = [] for body_component in sub_body.split(): if is_special_text(body_component): type_component = body_component[1:4] body_component = body_component[5:-1] else: type_component = "" if body_component[0] in string.ascii_uppercase or \ type_component == "VAR": body_var = Variable(body_component) variables.add(body_var) body.append(body_var) elif body_component not in EPSILON_SYMBOLS or type_component \ == "TER": body_ter = Terminal(body_component) terminals.add(body_ter) body.append(body_ter) productions.add(Production(head, body)) ``` If `body_component` is `"TER:A"`, `is_special_text` should be true. Assuming `is_special_text` checks for quotation marks. If `is_special_text(body_component)` is true: `type_component` becomes `"TER"` (indices 1 to 4: `body_component[1:4]`). `body_component` becomes `"A"` (indices 5 to -1: `body_component[5:-1]`). Then it checks: ```python if body_component[0] in string.ascii_uppercase or \ type_component == "VAR": ``` Since `body_component[0]` is `'A'`, which is in `string.ascii_uppercase`, it enters the `if` block and creates a `Variable("A")`. It should only create a `Variable` if it's either NOT special and starts with uppercase, OR it's special and `type_component == "VAR"`. If it's special, `type_component` should decide whether it's a `Variable` or `Terminal`, regardless of the first character of `body_component`. Correct logic should be: If it's special, check `type_component`. If it's not special, check first character. Let's see how `is_special_text` is defined. It's probably in the same file or imported. <channel|><|tool_call>call:run_command{command:<|"|>grep -rn "def is_special_text" pyformlang/cfg/cfg.py<|"|>}<tool_call|><|tool_response>
Generated tokens 62 tokens · stopped: STOP
Let's read `is_special_text` in `pyformlang/cfg/cfg.py`.

Let's read `is_special_text` in `pyformlang/cfg/cfg.py`. <channel|><|tool_call>call:read_file{end_line:40,filepath:<|"|>pyformlang/cfg/cfg.py<|"|>,start_line:30}<tool_call|><|tool_response>
Generated tokens 873 tokens · stopped: STOP
Yes, `is_special_text` checks for `"VAR:` or `"TER:`.

Now let's refine the logic in `_read_line`.

Current logic:
```python
                if is_special_text(body_component):
                    type_component = body_component[1:4]
                    body_component = body_component[5:-1]
                else:
                    type_component = ""
                if body_component[0] in string.ascii_uppercase or \
                        type_component == "VAR":
                    body_var = Variable(body_component)
                    variables.add(body_var)
                    body.append(body_var)
                elif body_component not in EPSILON_SYMBOLS or type_component \
                        == "TER":
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
```

Wait, there's also this:
```python
                elif body_component not in EPSILON_SYMBOLS or type_component \
                        == "TER":
```
Wait, `body_component not in EPSILON_SYMBOLS` is almost always true if it's a regular character.

If `body_component` is `"A"` and `type_component` is `"TER"`, it still went into the first `if` block because `body_component[0]` is uppercase.

If we are in the `is_special_text` case, we should only care about `type_component`.

Revised logic:
```python
                if is_special_text(body_component):
                    type_component = body_component[1:4]
                    body_component = body_component[5:-1]
                    if type_component == "VAR":
                        body_var = Variable(body_component)
                        variables.add(body_var)
                        body.append(body_var)
                    elif type_component == "TER":
                        body_ter = Terminal(body_component)
                        terminals.add(body_ter)
                        body.append(body_ter)
                else:
                    if body_component[0] in string.ascii_uppercase:
                        body_var = Variable(body_component)
                        variables.all.add(body_var) # Wait, variables.add(body_var)
                        body.append(body_var)
                    elif body_component not in EPSILON_SYMBOLS: # Or whatever the logic for terminals is
                        ...
```

Wait, what if `body_component` is an epsilon symbol?
The original code has:
```python
                if body_component[0] in string.ascii_uppercase or \
                        type_component == "VAR":
                    body_var = Variable(body_component)
                    variables.add(body_var)
                    body.append(body_var)
                elif body_component not in EPSILON_SYMBOLS or type_component \
                        == "TER":
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
```
If `body_component` is in `EPSILON_SYMBOLS` and it's not special, it doesn't enter either block.
Wait, if it's not special:
- Starts with Uppercase -> Variable
- Not in `EPSILON_SYMBOLS` -> Terminal
- In `EPSILON_SYMBOLS` -> কিছুই না (nothing)? That's probably how epsilon is handled (it's just not added to the body).

Let's check `EPSILON_SYMBOLS`. It's probably defined earlier in the file.

Yes, `is_special_text` checks for `"VAR:` or `"TER:`. Now let's refine the logic in `_read_line`. Current logic: ```python if is_special_text(body_component): type_component = body_component[1:4] body_component = body_component[5:-1] else: type_component = "" if body_component[0] in string.ascii_uppercase or \ type_component == "VAR": body_var = Variable(body_component) variables.add(body_var) body.append(body_var) elif body_component not in EPSILON_SYMBOLS or type_component \ == "TER": body_ter = Terminal(body_component) terminals.add(body_ter) body.append(body_ter) ``` Wait, there's also this: ```python elif body_component not in EPSILON_SYMBOLS or type_component \ == "TER": ``` Wait, `body_component not in EPSILON_SYMBOLS` is almost always true if it's a regular character. If `body_component` is `"A"` and `type_component` is `"TER"`, it still went into the first `if` block because `body_component[0]` is uppercase. If we are in the `is_special_text` case, we should only care about `type_component`. Revised logic: ```python if is_special_text(body_component): type_component = body_component[1:4] body_component = body_component[5:-1] if type_component == "VAR": body_var = Variable(body_component) variables.add(body_var) body.append(body_var) elif type_component == "TER": body_ter = Terminal(body_component) terminals.add(body_ter) body.append(body_ter) else: if body_component[0] in string.ascii_uppercase: body_var = Variable(body_component) variables.all.add(body_var) # Wait, variables.add(body_var) body.append(body_var) elif body_component not in EPSILON_SYMBOLS: # Or whatever the logic for terminals is ... ``` Wait, what if `body_component` is an epsilon symbol? The original code has: ```python if body_component[0] in string.ascii_uppercase or \ type_component == "VAR": body_var = Variable(body_component) variables.add(body_var) body.append(body_var) elif body_component not in EPSILON_SYMBOLS or type_component \ == "TER": body_ter = Terminal(body_component) terminals.add(body_ter) body.append(body_ter) ``` If `body_component` is in `EPSILON_SYMBOLS` and it's not special, it doesn't enter either block. Wait, if it's not special: - Starts with Uppercase -> Variable - Not in `EPSILON_SYMBOLS` -> Terminal - In `EPSILON_SYMBOLS` -> কিছুই না (nothing)? That's probably how epsilon is handled (it's just not added to the body). Let's check `EPSILON_SYMBOLS`. It's probably defined earlier in the file. <channel|><|tool_call>call:run_command{command:<|"|>grep -rn "EPSILON_SYMBOLS =" pyformlang/cfg/cfg.py<|"|>}<tool_call|><|tool_response>
Generated tokens 2,073 tokens · stopped: STOP
So if it's `"epsilon"`, it's skipped.

Let's look at the original logic again.
```python
                if body_component[0] in string.ascii_uppercase or \
                        type_component == "VAR":
```
This is the problem. If `type_component == "TER"` and `body_component[0]` is uppercase, it's treated as a `Variable`.

We should change it to:
If `type_component` is not empty (i.e., it was special), use `type_component` to decide.
Otherwise, use the first character.

```python
                if is_special_text(body_component):
                    type_component = body_component[1:4]
                    body_component = body_component[5:-1]
                else:
                    type_component = ""

                if type_component == "VAR" or (Type_component == "" and body_component[0] in string.ascii_uppercase):
                    body_var = Variable(body_component)
                    variables.add(body_var)
                    body.append(body_var)
                elif type_component == "TER" or (type_component == "" and body_component not in EPSILON_SYMBOLS):
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
```

Wait, what if `body_component` is an empty string? `body_component[0]` would fail.
But `body_component` comes from `sub_body.split()`, so it should not be empty.

Let's check if `type_component == "TER"` is enough when it's special.
If `type_component == "TER"`, it should be a Terminal even if it starts with an uppercase letter.

Let's review the original code's logic for `type_component == "TER"` again.
```python
                elif body_component not in EPSILON_SYMBOLS or type_component \
                        == "TER":
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
```
This `elif` is only reached if the first `if` is False.
The first `if` is: `body_component[0] in string.ascii_uppercase or type_component == "VAR"`.
So if `body_component[0]` is uppercase, it always goes into the first `if`, regardless of whether `type_component == "TER"`.

So the fix should be:
If `type_component == "VAR"`, it's a Variable.
Else if `type_component == "TER"`, it's a Terminal.
Else (it's not special):
  If `body_component[0]` is uppercase, it's a Variable.
  Else if `body_component` is not an epsilon symbol, it's a Terminal.

Wait, we also need to check if it's an epsilon symbol before accessing `body_component[0]`.
Wait, if it's not special, it can be an epsilon symbol.
If it's an epsilon symbol, it probably shouldn't be a variable or terminal.

Let's see:
`EPSILON_SYMBOLS = ["epsilon", "$", "ε", "ϵ", "Є"]`
None of these start with uppercase ASCII letters (except maybe some if they were different, but these are all lowercase or symbols).

Wait, let's check `string.ascii_uppercase`.

So if `type_component == "":`
  if `body_component[0]` in `string.ascii_uppercase`: it's a `Variable`.
  else if `body_component` in `EPSILON_SYMBOLS`: it's an epsilon (do nothing).
  else: it's a `Terminal`.

This matches the original intention.

So let's refine the `_read_line` method.

```python
    @classmethod
    def _read_line(cls, line, productions, terminals, variables):
        head_s, body_s = line.split("->")
        head_text = head_s.strip()
        if is_special_text(head_text):
            head_text = head_text[5:-1]
        head = Variable(head_text)
        variables.add(head)
        for sub_body in body_s.split("|"):
            body = []
            for body_component in sub_body.split():
                if is_special_text(body_component):
                    type_component = body_component[1:4]
                    body_component = body_component[5:-1]
                else:
                    type_component = ""
                
                if type_component == "VAR" or (type_component == "" and body_component[0] in string.ascii_uppercase):
                    body_var = Variable(body_component)
                    variables.add(body_var)
                    body.append(body_var)
                elif type_component == "TER" or (type_component == "" and body_component not in EPSILON_SYMBOLS):
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
            productions.add(Production(head, body))
```

Let's double check the boundaries.
If `body_component` is `"TER:A"`, `is_special_text` is True, `type_component` is `"TER"`, `body_component` is `"A"`.
`type_component == "VAR"` is False.
`(type_component == "" and body_component[0] in string.ascii_uppercase)` is False because `type_component` is not `""`.
`type_component == "TER"` is True. It becomes a `Terminal("A")`. Correct.

If `body_component` is `"A"`, `is_special_text` is False, `type_component` is `""`.
`type_component == "VAR"` is False.
`(type_component == "" and body_component[0] in string.ascii_uppercase)` is True. It becomes a `Variable("A")`. Correct.

If `body_component` is `"a"`, `is_special_text` is False, `type_component` is `""`.
`type_component == "VAR"` is False.
`(type_component == "" and body_component[0] in string.ascii_uppercase)` is False.
`type_component == "TER"` is False.
`(type_component == "" and body_component not in EPSILON_SYMBOLS)` is True. It becomes a `Terminal("a")`. Correct.

If `body_component` is `"epsilon"`, `is_special_text` is False, `type_component` is `""`.
`type_component == "VAR"` is False.
`(type_component == "" and body_component[0] in string.ascii_uppercase)` is False.
`type_component == "TER"` is False.
`(type_component == "" and body_component not in EPSILON_SYMBOLS)` is False.
It is skipped. Correct.

Wait, let's check if `head_text` also has a bug.
```python
        if is_special_text(head_text):
            head_text = head_text[5:-1]
        head = Variable(head_text)
```
Head is always a `Variable`. The problem statement only mentioned terminals in the body.
Wait, the `from_text` doc says:
"If you want to have a variable name starting with a non-capital letter or a terminal starting with a capital letter, you can explicitly give the type of your symbol with "VAR:yourVariableName" or "TER:yourTerminalName" (with the quotation marks)."
It says "give the type of your symbol", and then gives an example `S -> "TER:John" "VAR:d" a b`.
It doesn't explicitly say if the head can be `"VAR:S"`.
In `_read_line`:
```python
        if is_special_text(head_text):
            head_text = head_text[5:-1]
        head = Variable(head_text)
```
If `head_text` was `"VAR:S"`, `head_text` becomes `"S"`, and `head` becomes `Variable("S")`.
If `head_text` was `"TER:S"`, `head_text` becomes `"S"`, and `head` becomes `Variable("S")`.
But the head must be a Variable in CFG. So this seems okay.

Now let's implement the fix. I'll use `edit_file`.

Wait, I should check if I need to import `string` in `pyformlang/cfg/cfg.py`.
The current code uses `string.ascii_uppercase`. Let's check if `string` is imported.

So if it's `"epsilon"`, it's skipped. Let's look at the original logic again. ```python if body_component[0] in string.ascii_uppercase or \ type_component == "VAR": ``` This is the problem. If `type_component == "TER"` and `body_component[0]` is uppercase, it's treated as a `Variable`. We should change it to: If `type_component` is not empty (i.e., it was special), use `type_component` to decide. Otherwise, use the first character. ```python if is_special_text(body_component): type_component = body_component[1:4] body_component = body_component[5:-1] else: type_component = "" if type_component == "VAR" or (Type_component == "" and body_component[0] in string.ascii_uppercase): body_var = Variable(body_component) variables.add(body_var) body.append(body_var) elif type_component == "TER" or (type_component == "" and body_component not in EPSILON_SYMBOLS): body_ter = Terminal(body_component) terminals.add(body_ter) body.append(body_ter) ``` Wait, what if `body_component` is an empty string? `body_component[0]` would fail. But `body_component` comes from `sub_body.split()`, so it should not be empty. Let's check if `type_component == "TER"` is enough when it's special. If `type_component == "TER"`, it should be a Terminal even if it starts with an uppercase letter. Let's review the original code's logic for `type_component == "TER"` again. ```python elif body_component not in EPSILON_SYMBOLS or type_component \ == "TER": body_ter = Terminal(body_component) terminals.add(body_ter) body.append(body_ter) ``` This `elif` is only reached if the first `if` is False. The first `if` is: `body_component[0] in string.ascii_uppercase or type_component == "VAR"`. So if `body_component[0]` is uppercase, it always goes into the first `if`, regardless of whether `type_component == "TER"`. So the fix should be: If `type_component == "VAR"`, it's a Variable. Else if `type_component == "TER"`, it's a Terminal. Else (it's not special): If `body_component[0]` is uppercase, it's a Variable. Else if `body_component` is not an epsilon symbol, it's a Terminal. Wait, we also need to check if it's an epsilon symbol before accessing `body_component[0]`. Wait, if it's not special, it can be an epsilon symbol. If it's an epsilon symbol, it probably shouldn't be a variable or terminal. Let's see: `EPSILON_SYMBOLS = ["epsilon", "$", "ε", "ϵ", "Є"]` None of these start with uppercase ASCII letters (except maybe some if they were different, but these are all lowercase or symbols). Wait, let's check `string.ascii_uppercase`. So if `type_component == "":` if `body_component[0]` in `string.ascii_uppercase`: it's a `Variable`. else if `body_component` in `EPSILON_SYMBOLS`: it's an epsilon (do nothing). else: it's a `Terminal`. This matches the original intention. So let's refine the `_read_line` method. ```python @classmethod def _read_line(cls, line, productions, terminals, variables): head_s, body_s = line.split("->") head_text = head_s.strip() if is_special_text(head_text): head_text = head_text[5:-1] head = Variable(head_text) variables.add(head) for sub_body in body_s.split("|"): body = [] for body_component in sub_body.split(): if is_special_text(body_component): type_component = body_component[1:4] body_component = body_component[5:-1] else: type_component = "" if type_component == "VAR" or (type_component == "" and body_component[0] in string.ascii_uppercase): body_var = Variable(body_component) variables.add(body_var) body.append(body_var) elif type_component == "TER" or (type_component == "" and body_component not in EPSILON_SYMBOLS): body_ter = Terminal(body_component) terminals.add(body_ter) body.append(body_ter) productions.add(Production(head, body)) ``` Let's double check the boundaries. If `body_component` is `"TER:A"`, `is_special_text` is True, `type_component` is `"TER"`, `body_component` is `"A"`. `type_component == "VAR"` is False. `(type_component == "" and body_component[0] in string.ascii_uppercase)` is False because `type_component` is not `""`. `type_component == "TER"` is True. It becomes a `Terminal("A")`. Correct. If `body_component` is `"A"`, `is_special_text` is False, `type_component` is `""`. `type_component == "VAR"` is False. `(type_component == "" and body_component[0] in string.ascii_uppercase)` is True. It becomes a `Variable("A")`. Correct. If `body_component` is `"a"`, `is_special_text` is False, `type_component` is `""`. `type_component == "VAR"` is False. `(type_component == "" and body_component[0] in string.ascii_uppercase)` is False. `type_component == "TER"` is False. `(type_component == "" and body_component not in EPSILON_SYMBOLS)` is True. It becomes a `Terminal("a")`. Correct. If `body_component` is `"epsilon"`, `is_special_text` is False, `type_component` is `""`. `type_component == "VAR"` is False. `(type_component == "" and body_component[0] in string.ascii_uppercase)` is False. `type_component == "TER"` is False. `(type_component == "" and body_component not in EPSILON_SYMBOLS)` is False. It is skipped. Correct. Wait, let's check if `head_text` also has a bug. ```python if is_special_text(head_text): head_text = head_text[5:-1] head = Variable(head_text) ``` Head is always a `Variable`. The problem statement only mentioned terminals in the body. Wait, the `from_text` doc says: "If you want to have a variable name starting with a non-capital letter or a terminal starting with a capital letter, you can explicitly give the type of your symbol with "VAR:yourVariableName" or "TER:yourTerminalName" (with the quotation marks)." It says "give the type of your symbol", and then gives an example `S -> "TER:John" "VAR:d" a b`. It doesn't explicitly say if the head can be `"VAR:S"`. In `_read_line`: ```python if is_special_text(head_text): head_text = head_text[5:-1] head = Variable(head_text) ``` If `head_text` was `"VAR:S"`, `head_text` becomes `"S"`, and `head` becomes `Variable("S")`. If `head_text` was `"TER:S"`, `head_text` becomes `"S"`, and `head` becomes `Variable("S")`. But the head must be a Variable in CFG. So this seems okay. Now let's implement the fix. I'll use `edit_file`. Wait, I should check if I need to import `string` in `pyformlang/cfg/cfg.py`. The current code uses `string.ascii_uppercase`. Let's check if `string` is imported. <channel|><|tool_call>call:run_command{command:<|"|>grep "import string" pyformlang/cfg/cfg.py<|"|>}<tool_call|><|tool_response>
Generated tokens 834 tokens · stopped: STOP
Yes, it is.

Let's prepare the `edit_file` call.

Original code:
```python
                if body_component[0] in string.ascii_uppercase or \
                        type_component == "VAR":
                    body_var = Variable(body_component)
                    variables.add(body_var)
                    body.append(body_var)
                elif body_component not in EPSILON_SYMBOLS or type_component \
                        == "TER":
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
```

New code:
```python
                if type_component == "VAR" or \
                        (type_component == "" and body_component[0] in string.ascii_uppercase):
                    body_var = Variable(body_component)
                    variables.add(body_var)
                    body.append(body_var)
                elif type_component == "TER" or \
                        (type_component == "" and body_component not in EPSILON_SYMBOLS):
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
```

Wait, the original `elif` was:
```python
                elif body_component not in EPSILON_SYMBOLS or type_component \
                        == "TER":
```
If `type_component == "TER"`, it would be a terminal.
If `body_component` was not in `EPSILON_SYMBOLS`, it would be a terminal.
But this was only reached if it didn't start with uppercase AND `type_component` was not `"VAR"`.

My proposed change:
```python
                if type_component == "VAR" or \
                        (type_component == "" and body_component[0] in string.ascii_uppercase):
                    body_var = Variable(body_component)
                    variables.add(body_var)
                    body.append(body_var)
                elif type_component == "TER" or \
                        (type_component == "" and body_component not in EPSILON_SYMBOLS):
                    body_ter = Terminal(body_component)
                    terminals.add(body_ter)
                    body.append(body_ter)
```
This seems correct and covers all cases.

Let's apply the fix.
Yes, it is. Let's prepare the `edit_file` call. Original code: ```python if body_component[0] in string.ascii_uppercase or \ type_component == "VAR": body_var = Variable(body_component) variables.add(body_var) body.append(body_var) elif body_component not in EPSILON_SYMBOLS or type_component \ == "TER": body_ter = Terminal(body_component) terminals.add(body_ter) body.append(body_ter) ``` New code: ```python if type_component == "VAR" or \ (type_component == "" and body_component[0] in string.ascii_uppercase): body_var = Variable(body_component) variables.add(body_var) body.append(body_var) elif type_component == "TER" or \ (type_component == "" and body_component not in EPSILON_SYMBOLS): body_ter = Terminal(body_component) terminals.add(body_ter) body.append(body_ter) ``` Wait, the original `elif` was: ```python elif body_component not in EPSILON_SYMBOLS or type_component \ == "TER": ``` If `type_component == "TER"`, it would be a terminal. If `body_component` was not in `EPSILON_SYMBOLS`, it would be a terminal. But this was only reached if it didn't start with uppercase AND `type_component` was not `"VAR"`. My proposed change: ```python if type_component == "VAR" or \ (type_component == "" and body_component[0] in string.ascii_uppercase): body_var = Variable(body_component) variables.add(body_var) body.append(body_var) elif type_component == "TER" or \ (type_component == "" and body_component not in EPSILON_SYMBOLS): body_ter = Terminal(body_component) terminals.add(body_ter) body.append(body_ter) ``` This seems correct and covers all cases. Let's apply the fix.<channel|><|tool_call>call:edit_file{filepath:<|"|>pyformlang/cfg/cfg.py<|"|>,new_string:<|"|> if type_component == "VAR" or \\\ (type_component == "" and body_component[0] in string.ascii_uppercase): body_var = Variable(body_component) variables.add(body_var) body.append(body_var) elif type_component == "TER" or \\\ (type_component == "" and body_component not in EPSILON_SYMBOLS): body_ter = Terminal(body_component) terminals.add(body_ter) body.append(body_ter)<|"|>,old_string:<|"|> if body_component[0] in string.ascii_uppercase or \\\ type_component == "VAR": body_var = Variable(body_component) variables.add(body_var) body.append(body_var) elif body_component not in EPSILON_SYMBOLS or type_component \\\ == "TER": body_ter = Terminal(body_component) terminals.add(body_ter) body.append(body_ter)<|"|>}<tool_call|><|tool_response>
Generated tokens 659 tokens · stopped: STOP
Now let's run the reproduction script again and also add some edge cases.
Now let's run the reproduction script again and also add some edge cases. <channel|><|tool_call>call:run_command{command:<|"|>python3 - <<'PY' from pyformlang.cfg import CFG, Production, Terminal, Variable def test_cfg(text, expected_vars, expected_terms, expected_prods): cfg = CFG.from_text(text) print(f"Testing: {text}") print(f" Variables: {cfg.variables} Expected: {expected_vars}") print(f" Terminals: {cfg.terminals} Expected: {expected_terms}") print(f" Productions: {cfg.productions} Expected: {expected_prods}") assert cfg.variables == expected_vars assert cfg.terminals == expected_terms assert cfg.productions == expected_prods print(" Result: PASS") # Original bug test_cfg('S -> "TER:A"', {Variable("S"), Variable("A") if False else Variable("S")}, {Terminal("A")}, {Production(Variable("S"), (Terminal("A"),))}) # Wait, the above is a bit messy. Let's just define expected values. # Bug case: Uppercase terminal test_cfg('S -> "TER:A"', {Variable("S")}, {Terminal("A")}, {Production(Variable("S"), (Terminal("A"),))}) # Case: Uppercase variable test_cfg('S -> A', {Variable("S"), Variable("A")}, set(), {Production(Variable("S"), (Variable("A"),))}) # Case: Lowercase terminal test_cfg('S -> a', {Variable("S")}, {Terminal("a")}, {Production(Variable("S"), (Terminal("a"),))}) # Case: Lowercase variable using VAR: test_cfg('S -> "VAR:a"', {Variable("S"), Variable("a")}, set(), {Production(Variable("S"), (Variable("a"),))}) # Case: Mixed test_cfg('S -> "TER:A" "VAR:a" b', {Variable("S"), Variable("a")}, {Terminal("A"), Terminal("b")}, {Production(Variable("S"), (Terminal("A"), Variable("a"), Terminal("b")))}) # Case: Epsilon test_cfg('S -> epsilon', {Variable("S")}, set(), {Production(Variable("S"), ())}) # Case: Epsilon with special text - wait, does special text support epsilon? # The doc says "TER:yourTerminalName", but epsilon is a special symbol. # If someone does "TER:epsilon", it should probably be treated as a terminal "epsilon" not as the epsilon symbol. test_cfg('S -> "TER:epsilon"', {Variable("S")}, {Terminal("epsilon")}, {Production(Variable("S"), (Terminal("epsilon"),))}) PY <|"|>}<tool_call|><|tool_response>
Generated tokens 86 tokens · stopped: STOP
The tests passed. Now I should check if there are any existing tests in the repository that might be affected.
I saw `pyformlang/cfg/tests/test_cfg.py`. Let's run it.

The tests passed. Now I should check if there are any existing tests in the repository that might be affected. I saw `pyformlang/cfg/tests/test_cfg.py`. Let's run it. <channel|><|tool_call>call:run_command{command:<|"|>pytest pyformlang/cfg/tests/test_cfg.py -q --tb=short --no-header<|"|>}<tool_call|><|tool_response>
Generated tokens 42 tokens · stopped: STOP
Everything seems to be in order.
Let's double check the diff and clean up.
Everything seems to be in order. Let's double check the diff and clean up. <channel|><|tool_call>call:run_command{command:<|"|>git status --short && git diff<|"|>}<tool_call|><|tool_response>
Generated tokens 37 tokens · stopped: STOP
The diff is minimal and focuses exactly on the logic fix. No other files were modified.
I'm ready to submit.
The diff is minimal and focuses exactly on the logic fix. No other files were modified. I'm ready to submit.<channel|><|tool_call>call:submit_patch{}<tool_call|><|tool_response>

Patch, tests and logs

Final code change Included
diff --git a/pyformlang/cfg/cfg.py b/pyformlang/cfg/cfg.py
index 4a07efd..f2f5402 100644
--- a/pyformlang/cfg/cfg.py
+++ b/pyformlang/cfg/cfg.py
@@ -1081,13 +1081,13 @@ class CFG:
                     body_component = body_component[5:-1]
                 else:
                     type_component = ""
-                if body_component[0] in string.ascii_uppercase or \
-                        type_component == "VAR":
+                if type_component == "VAR" or \
+                        (type_component == "" and body_component[0] in string.ascii_uppercase):
                     body_var = Variable(body_component)
                     variables.add(body_var)
                     body.append(body_var)
-                elif body_component not in EPSILON_SYMBOLS or type_component \
-                        == "TER":
+                elif type_component == "TER" or \
+                        (type_component == "" and body_component not in EPSILON_SYMBOLS):
                     body_ter = Terminal(body_component)
                     terminals.add(body_ter)
                     body.append(body_ter)
Test output Included
============================= test session starts ==============================
collected 290 items

pyformlang/cfg/tests/test_cfg.py ....................................... [ 13%]
........                                                                 [ 16%]
pyformlang/cfg/tests/test_llone_parser.py .............                  [ 20%]
pyformlang/cfg/tests/test_production.py .                                [ 21%]
pyformlang/cfg/tests/test_recursive_decent_parser.py ....                [ 22%]
pyformlang/cfg/tests/test_terminal.py .                                  [ 22%]
pyformlang/cfg/tests/test_variable.py .                                  [ 23%]
pyformlang/fcfg/tests/test_fcfg.py ....                                  [ 24%]
pyformlang/fcfg/tests/test_feature_structure.py ...........              [ 28%]
pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py . [ 28%]
..................                                                       [ 34%]
pyformlang/finite_automaton/tests/test_epsilon.py .                      [ 35%]
pyformlang/finite_automaton/tests/test_epsilon_nfa.py .................. [ 41%]
................                                                         [ 46%]
pyformlang/finite_automaton/tests/test_nondeterministic_finite_automaton.py . [ 47%]
.........                                                                [ 50%]
pyformlang/finite_automaton/tests/test_nondeterministic_transition_function.py . [ 50%]
.....                                                                    [ 52%]
pyformlang/finite_automaton/tests/test_state.py ....                     [ 53%]
pyformlang/finite_automaton/tests/test_symbol.py ....                    [ 55%]
pyformlang/finite_automaton/tests/test_transition_function.py .......    [ 57%]
pyformlang/fst/tests/test_fst.py ...........                             [ 61%]
pyformlang/indexed_grammar/tests/test_indexed_grammar.py ............... [ 66%]
.                                                                        [ 66%]
pyformlang/indexed_grammar/tests/test_rules.py .....                     [ 68%]
pyformlang/pda/tests/test_pda.py ...........                             [ 72%]
pyformlang/regular_expression/tests/test_python_regex.py ............... [ 77%]
..................................                                       [ 89%]
pyformlang/regular_expression/tests/test_regex.py ...................... [ 96%]
.....                                                                    [ 98%]
pyformlang/rsa/tests/test_rsa.py ....                                    [100%]

==================================== PASSES ====================================
- generated xml file: /tmp/rebench-grade-9f03eb88628a4228a6c7ada06659b8b5.xml --
=========================== short test summary info ============================
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_creation
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_generating_object
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_reachable_object
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_useless_removal
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_nullable_object
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_remove_epsilon
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_unit_pair
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_cnf
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_substitution
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_union
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_concatenation
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_closure
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_pos_closure
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_reverse
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_emptiness
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_membership
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_to_pda
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_conversions
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_profiling_conversions
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_generation_words
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_generation_words2
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_finite
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_intersection
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_intersection_empty
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_intersection_dfa
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_intersection_with_epsilon
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_intersection_dfa2
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_profiling_intersection
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_pda_object_creator
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_string_variable
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_get_leftmost_derivation
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_get_rightmost_derivation
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_derivation_does_not_exist
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_derivation_empty
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_from_text
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_from_text2
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_from_text3
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_from_text_union
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_epsilon
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_epsilon2
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_generate_epsilon
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_change_starting_variable
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_is_not_normal_form
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_is_normal_form
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_to_text
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_to_text_cnf
PASSED pyformlang/cfg/tests/test_cfg.py::TestCFG::test_to_text_epsilon
PASSED pyformlang/cfg/tests/test_llone_parser.py::TestLLOneParser::test_get_first_set
PASSED pyformlang/cfg/tests/test_llone_parser.py::TestLLOneParser::test_get_first_set2
PASSED pyformlang/cfg/tests/test_llone_parser.py::TestLLOneParser::test_get_follow_set
PASSED pyformlang/cfg/tests/test_llone_parser.py::TestLLOneParser::test_get_follow_set2
PASSED pyformlang/cfg/tests/test_llone_parser.py::TestLLOneParser::test_get_llone_table
PASSED pyformlang/cfg/tests/test_llone_parser.py::TestLLOneParser::test_llone_table_non_llone
PASSED pyformlang/cfg/tests/test_llone_parser.py::TestLLOneParser::test_is_llone_parsable
PASSED pyformlang/cfg/tests/test_llone_parser.py::TestLLOneParser::test_is_not_llone_parsable
PASSED pyformlang/cfg/tests/test_llone_parser.py::TestLLOneParser::test_get_llone_parse_tree
PASSED pyformlang/cfg/tests/test_llone_parser.py::TestLLOneParser::test_get_llone_leftmost_derivation
PASSED pyformlang/cfg/tests/test_llone_parser.py::TestLLOneParser::test_get_llone_rightmost_derivation
PASSED pyformlang/cfg/tests/test_llone_parser.py::TestLLOneParser::test_save_tree
PASSED pyformlang/cfg/tests/test_llone_parser.py::TestLLOneParser::test_sentence_cfg
PASSED pyformlang/cfg/tests/test_production.py::TestProduction::test_creation
PASSED pyformlang/cfg/tests/test_recursive_decent_parser.py::TestRecursiveDecentParser::test_creation
PASSED pyformlang/cfg/tests/test_recursive_decent_parser.py::TestRecursiveDecentParser::test_get_parsing_tree
PASSED pyformlang/cfg/tests/test_recursive_decent_parser.py::TestRecursiveDecentParser::test_no_parse_tree
PASSED pyformlang/cfg/tests/test_recursive_decent_parser.py::TestRecursiveDecentParser::test_infinite_recursion
PASSED pyformlang/cfg/tests/test_terminal.py::TestTerminal::test_creation
PASSED pyformlang/cfg/tests/test_variable.py::TestVariable::test_creation
PASSED pyformlang/fcfg/tests/test_fcfg.py::TestFCFG::test_contains
PASSED pyformlang/fcfg/tests/test_fcfg.py::TestFCFG::test_contains2
PASSED pyformlang/fcfg/tests/test_fcfg.py::TestFCFG::test_state
PASSED pyformlang/fcfg/tests/test_fcfg.py::TestFCFG::test_from_text
PASSED pyformlang/fcfg/tests/test_feature_structure.py::TestFeatureStructure::test_creation
PASSED pyformlang/fcfg/tests/test_feature_structure.py::TestFeatureStructure::test_unify1
PASSED pyformlang/fcfg/tests/test_feature_structure.py::TestFeatureStructure::test_unify2
PASSED pyformlang/fcfg/tests/test_feature_structure.py::TestFeatureStructure::test_unify3
PASSED pyformlang/fcfg/tests/test_feature_structure.py::TestFeatureStructure::test_unify4
PASSED pyformlang/fcfg/tests/test_feature_structure.py::TestFeatureStructure::test_unify5
PASSED pyformlang/fcfg/tests/test_feature_structure.py::TestFeatureStructure::test_unify6
PASSED pyformlang/fcfg/tests/test_feature_structure.py::TestFeatureStructure::test_unify7
PASSED pyformlang/fcfg/tests/test_feature_structure.py::TestFeatureStructure::test_subsumes1
PASSED pyformlang/fcfg/tests/test_feature_structure.py::TestFeatureStructure::test_copy
PASSED pyformlang/fcfg/tests/test_feature_structure.py::TestFeatureStructure::test_paths
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_can_create
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_add_transition
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_add_remove_start_final
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_accepts
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_copy
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_regex
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_complement
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_big_minimize
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_big_minimize_reduce
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_minimize_repetition
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_not_cyclic
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_not_cyclic2
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_epsilon_refused
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_cyclic
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_equivalent
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_regex_dfa
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_word_generation
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_cyclic_word_generation
PASSED pyformlang/finite_automaton/tests/test_deterministic_finite_automaton.py::TestDeterministicFiniteAutomaton::test_dfa_generating_no_words
PASSED pyformlang/finite_automaton/tests/test_epsilon.py::TestEpsilon::test_epsilon
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_eclose
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_accept
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_copy
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_deterministic
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_remove_state
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_to_regex
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_to_regex2
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_to_regex3
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_union
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_concatenate
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_kleene
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_complement
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_intersection
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_difference
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_reverse
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_empty
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_minimization
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_to_fst
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_cyclic
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_export_networkx
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_import_networkx
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_iter
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_equivalent
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_non_equivalent
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_get_as_dict
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_len
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_call
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_example_doc
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_remove_epsilon_transitions
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_word_generation
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_cyclic_word_generation
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_epsilon_cycle_word_generation
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_max_length_zero_accepting_empty_string
PASSED pyformlang/finite_automaton/tests/test_epsilon_nfa.py::TestEpsilonNFA::test_max_length_zero_not_accepting_empty_string
PASSED pyformlang/finite_automaton/tests/test_nondeterministic_finite_automaton.py::TestNondeterministicFiniteAutomaton::test_creation
PASSED pyformlang/finite_automaton/tests/test_nondeterministic_finite_automaton.py::TestNondeterministicFiniteAutomaton::test_remove_initial
PASSED pyformlang/finite_automaton/tests/test_nondeterministic_finite_automaton.py::TestNondeterministicFiniteAutomaton::test_accepts
PASSED pyformlang/finite_automaton/tests/test_nondeterministic_finite_automaton.py::TestNondeterministicFiniteAutomaton::test_deterministic
PASSED pyformlang/finite_automaton/tests/test_nondeterministic_finite_automaton.py::TestNondeterministicFiniteAutomaton::test_epsilon_refused
PASSED pyformlang/finite_automaton/tests/test_nondeterministic_finite_automaton.py::TestNondeterministicFiniteAutomaton::test_word_generation
PASSED pyformlang/finite_automaton/tests/test_nondeterministic_finite_automaton.py::TestNondeterministicFiniteAutomaton::test_for_duplicate_generation
PASSED pyformlang/finite_automaton/tests/test_nondeterministic_finite_automaton.py::TestNondeterministicFiniteAutomaton::test_cyclic_word_generation
PASSED pyformlang/finite_automaton/tests/test_nondeterministic_finite_automaton.py::TestNondeterministicFiniteAutomaton::test_final_state_at_start_generation
PASSED pyformlang/finite_automaton/tests/test_nondeterministic_finite_automaton.py::TestNondeterministicFiniteAutomaton::test_start_state_at_the_end_generation
PASSED pyformlang/finite_automaton/tests/test_nondeterministic_transition_function.py::TestNondeterministicTransitionFunction::test_creation
PASSED pyformlang/finite_automaton/tests/test_nondeterministic_transition_function.py::TestNondeterministicTransitionFunction::test_add_transitions
PASSED pyformlang/finite_automaton/tests/test_nondeterministic_transition_function.py::TestNondeterministicTransitionFunction::test_number_transitions
PASSED pyformlang/finite_automaton/tests/test_nondeterministic_transition_function.py::TestNondeterministicTransitionFunction::test_remove_transitions
PASSED pyformlang/finite_automaton/tests/test_nondeterministic_transition_function.py::TestNondeterministicTransitionFunction::test_call
PASSED pyformlang/finite_automaton/tests/test_nondeterministic_transition_function.py::TestNondeterministicTransitionFunction::test_get_transitions_from
PASSED pyformlang/finite_automaton/tests/test_state.py::TestState::test_can_create
PASSED pyformlang/finite_automaton/tests/test_state.py::TestState::test_repr
PASSED pyformlang/finite_automaton/tests/test_state.py::TestState::test_eq
PASSED pyformlang/finite_automaton/tests/test_state.py::TestState::test_hash
PASSED pyformlang/finite_automaton/tests/test_symbol.py::TestSymbol::test_can_create
PASSED pyformlang/finite_automaton/tests/test_symbol.py::TestSymbol::test_repr
PASSED pyformlang/finite_automaton/tests/test_symbol.py::TestSymbol::test_eq
PASSED pyformlang/finite_automaton/tests/test_symbol.py::TestSymbol::test_hash
PASSED pyformlang/finite_automaton/tests/test_transition_function.py::TestTransitionFunction::test_creation
PASSED pyformlang/finite_automaton/tests/test_transition_function.py::TestTransitionFunction::test_add_transitions
PASSED pyformlang/finite_automaton/tests/test_transition_function.py::TestTransitionFunction::test_number_transitions
PASSED pyformlang/finite_automaton/tests/test_transition_function.py::TestTransitionFunction::test_remove_transitions
PASSED pyformlang/finite_automaton/tests/test_transition_function.py::TestTransitionFunction::test_call
PASSED pyformlang/finite_automaton/tests/test_transition_function.py::TestTransitionFunction::test_invalid_epsilon
PASSED pyformlang/finite_automaton/tests/test_transition_function.py::TestTransitionFunction::test_get_transitions_from
PASSED pyformlang/fst/tests/test_fst.py::TestFST::test_creation
PASSED pyformlang/fst/tests/test_fst.py::TestFST::test_translate
PASSED pyformlang/fst/tests/test_fst.py::TestFST::test_intersection_indexed_grammar
PASSED pyformlang/fst/tests/test_fst.py::TestFST::test_union
PASSED pyformlang/fst/tests/test_fst.py::TestFST::test_concatenate
PASSED pyformlang/fst/tests/test_fst.py::TestFST::test_concatenate2
PASSED pyformlang/fst/tests/test_fst.py::TestFST::test_kleene_start
PASSED pyformlang/fst/tests/test_fst.py::TestFST::test_generate_empty_word_from_nothing
PASSED pyformlang/fst/tests/test_fst.py::TestFST::test_epsilon_loop
PASSED pyformlang/fst/tests/test_fst.py::TestFST::test_epsilon_loop2
PASSED pyformlang/fst/tests/test_fst.py::TestFST::test_paper
PASSED pyformlang/indexed_grammar/tests/test_indexed_grammar.py::TestIndexedGrammar::test_simple_ig_0
PASSED pyformlang/indexed_grammar/tests/test_indexed_grammar.py::TestIndexedGrammar::test_simple_ig_1
PASSED pyformlang/indexed_grammar/tests/test_indexed_grammar.py::TestIndexedGrammar::test_simple_ig_2
PASSED pyformlang/indexed_grammar/tests/test_indexed_grammar.py::TestIndexedGrammar::test_simple_ig_3
PASSED pyformlang/indexed_grammar/tests/test_indexed_grammar.py::TestIndexedGrammar::test_simple_ig_4
PASSED pyformlang/indexed_grammar/tests/test_indexed_grammar.py::TestIndexedGrammar::test_simple_ig_5
PASSED pyformlang/indexed_grammar/tests/test_indexed_grammar.py::TestIndexedGrammar::test_simple_ig_regular_expression
PASSED pyformlang/indexed_grammar/tests/test_indexed_grammar.py::TestIndexedGrammar::test_simple_ig6
PASSED pyformlang/indexed_grammar/tests/test_indexed_grammar.py::TestIndexedGrammar::test_simple_ig7
PASSED pyformlang/indexed_grammar/tests/test_indexed_grammar.py::TestIndexedGrammar::test_simple_ig8
PASSED pyformlang/indexed_grammar/tests/test_indexed_grammar.py::TestIndexedGrammar::test_simple_ig9
PASSED pyformlang/indexed_grammar/tests/test_indexed_grammar.py::TestIndexedGrammar::test_start_symbol
PASSED pyformlang/indexed_grammar/tests/test_indexed_grammar.py::TestIndexedGrammar::test_reachable
PASSED pyformlang/indexed_grammar/tests/test_indexed_grammar.py::TestIndexedGrammar::test_generating
PASSED pyformlang/indexed_grammar/tests/test_indexed_grammar.py::TestIndexedGrammar::test_removal_useless
PASSED pyformlang/indexed_grammar/tests/test_indexed_grammar.py::TestIndexedGrammar::test_intersection
PASSED pyformlang/indexed_grammar/tests/test_rules.py::TestIndexedGrammar::test_consumption_rules
PASSED pyformlang/indexed_grammar/tests/test_rules.py::TestIndexedGrammar::test_duplication_rules
PASSED pyformlang/indexed_grammar/tests/test_rules.py::TestIndexedGrammar::test_end_rule
PASSED pyformlang/indexed_grammar/tests/test_rules.py::TestIndexedGrammar::test_production_rules
PASSED pyformlang/indexed_grammar/tests/test_rules.py::TestIndexedGrammar::test_rules
PASSED pyformlang/pda/tests/test_pda.py::TestPDA::test_creation
PASSED pyformlang/pda/tests/test_pda.py::TestPDA::test_represent
PASSED pyformlang/pda/tests/test_pda.py::TestPDA::test_transition
PASSED pyformlang/pda/tests/test_pda.py::TestPDA::test_example62
PASSED pyformlang/pda/tests/test_pda.py::TestPDA::test_to_final_state
PASSED pyformlang/pda/tests/test_pda.py::TestPDA::test_to_empty_stack
PASSED pyformlang/pda/tests/test_pda.py::TestPDA::test_to_cfg
PASSED pyformlang/pda/tests/test_pda.py::TestPDA::test_pda_conversion
PASSED pyformlang/pda/tests/test_pda.py::TestPDA::test_intersection_regex
PASSED pyformlang/pda/tests/test_pda.py::TestPDA::test_pda_object_creator_epsilon
PASSED pyformlang/pda/tests/test_pda.py::TestPDA::test_pda_paper
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_with_brackets
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_range_in_brackets
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_range_in_brackets_trap
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_range_in_brackets_trap2
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_range_in_brackets_trap2_bis
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_parenthesis
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_plus
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_dot
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_dot_spaces
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_simple_optional
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_with_parenthesis_optional
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_escape_question_mark
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_escape_kleene_star
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_escape_plus
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_escape_opening_bracket
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_escape_closing_bracket
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_escape_backslash
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_escape_backslash_plus
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_escape_backslash_opening_bracket
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_escape_backslash_closing_bracket
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_escape_backslash_question_mark
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_escape_dash_in_brackets
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_special_in_brackets_opening_parenthesis
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_special_in_brackets_closing_parenthesis
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_special_in_brackets_kleene_star
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_special_in_brackets_positive_closure
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_special_in_brackets_optional
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_shortcut_digits
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_shortcut_digits_in_brackets
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_shortcut_spaces
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_space
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_shortcut_word
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_backslash
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_escape_dot
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_brackets
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_brackets_escape
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_brackets_end_range_escaped
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_brackets_backslash_middle
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_backslash2
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_octal
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_backspace
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_unicode_name
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_unicode
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_dot_harder
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_single_repetition
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_range_repetition
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_error_backslash
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_negation_brackets
PASSED pyformlang/regular_expression/tests/test_python_regex.py::TestPythonRegex::test_question_mark
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_creation
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_to_enfa0
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_to_enfa1
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_print
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_get_repr
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_accepts
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_from_python_simple
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_from_python_brackets
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_space
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_parenthesis_gorilla
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_regex_or
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_regex_or_concat
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_regex_two_or_concat
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_regex_two_or_concat_parenthesis
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_regex_two_or_concat_parenthesis2
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_regex_two_or_concat_parenthesis2_concat
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_regex_or_two_concat
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_after_union
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_star_union
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_misformed
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_misformed2
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_escaped_parenthesis
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_escaped_mid_bar
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_to_cfg
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_priority
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_backslash_b
PASSED pyformlang/regular_expression/tests/test_regex.py::TestRegex::test_backslash
PASSED pyformlang/rsa/tests/test_rsa.py::TestRSA::test_creation
PASSED pyformlang/rsa/tests/test_rsa.py::TestRSA::test_from_regex
PASSED pyformlang/rsa/tests/test_rsa.py::TestRSA::test_is_equals_to
PASSED pyformlang/rsa/tests/test_rsa.py::TestRSA::test_from_ebnf
============================= 290 passed in 1.55s ==============================
Test errors Included
Test report (JUnit) Included
<?xml version="1.0" encoding="utf-8"?><testsuites name="pytest tests"><testsuite name="pytest" errors="0" failures="0" skipped="0" tests="290" time="1.535" timestamp="2026-11-14T03:37:57.569968+00:00" hostname="55ddcb69cd96"><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_creation" time="0.001" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_generating_object" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_reachable_object" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_useless_removal" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_nullable_object" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_remove_epsilon" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_unit_pair" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_cnf" time="0.001" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_substitution" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_union" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_concatenation" time="0.001" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_closure" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_pos_closure" time="0.001" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_reverse" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_emptiness" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_membership" time="0.001" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_to_pda" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_conversions" time="0.001" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_profiling_conversions" time="0.139" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_generation_words" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_generation_words2" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_finite" time="0.001" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_intersection" time="0.003" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_intersection_empty" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_intersection_dfa" time="0.001" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_intersection_with_epsilon" time="0.002" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_intersection_dfa2" time="0.001" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_profiling_intersection" time="0.013" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_pda_object_creator" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_string_variable" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_get_leftmost_derivation" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_get_rightmost_derivation" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_derivation_does_not_exist" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_derivation_empty" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_from_text" time="0.000" /><testcase classname="pyformlang.cfg.tests.test_cfg.TestCFG" name="test_from_text2" time="0.000" /><testcase 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classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_with_parenthesis_optional" time="0.001" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_escape_question_mark" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_escape_kleene_star" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_escape_plus" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_escape_opening_bracket" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_escape_closing_bracket" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_escape_backslash" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_escape_backslash_plus" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_escape_backslash_opening_bracket" time="0.001" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_escape_backslash_closing_bracket" time="0.001" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_escape_backslash_question_mark" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_escape_dash_in_brackets" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_special_in_brackets_opening_parenthesis" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" 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classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_brackets_backslash_middle" time="0.001" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_backslash2" time="0.001" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_octal" time="0.001" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_backspace" time="0.001" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_unicode_name" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_unicode" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_dot_harder" time="0.017" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_single_repetition" time="0.007" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_range_repetition" time="0.025" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_error_backslash" time="0.076" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_negation_brackets" time="0.067" /><testcase classname="pyformlang.regular_expression.tests.test_python_regex.TestPythonRegex" name="test_question_mark" time="0.009" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_creation" time="0.001" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_to_enfa0" time="0.001" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_to_enfa1" time="0.001" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_print" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_get_repr" time="0.001" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_accepts" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_from_python_simple" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_from_python_brackets" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_space" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_parenthesis_gorilla" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_regex_or" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_regex_or_concat" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_regex_two_or_concat" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_regex_two_or_concat_parenthesis" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_regex_two_or_concat_parenthesis2" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_regex_two_or_concat_parenthesis2_concat" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_regex_or_two_concat" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_after_union" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_star_union" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_misformed" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_misformed2" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_escaped_parenthesis" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_escaped_mid_bar" time="0.008" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_to_cfg" time="0.001" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_priority" time="0.001" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_backslash_b" time="0.000" /><testcase classname="pyformlang.regular_expression.tests.test_regex.TestRegex" name="test_backslash" time="0.000" /><testcase classname="pyformlang.rsa.tests.test_rsa.TestRSA" name="test_creation" time="0.001" /><testcase classname="pyformlang.rsa.tests.test_rsa.TestRSA" name="test_from_regex" time="0.000" /><testcase classname="pyformlang.rsa.tests.test_rsa.TestRSA" name="test_is_equals_to" time="0.001" /><testcase classname="pyformlang.rsa.tests.test_rsa.TestRSA" name="test_from_ebnf" time="0.003" /></testsuite></testsuites>
Agent log Included
  [   0.0s] 📋 System Prompt: You are a principal Python software engineer resolving a repository issue in `/workspace`.
  [   0.0s] 🎯 Task Prompt: You are evaluating a software engineering task for repository Aunsiels/pyformlang.
  [  20.2s] 💭 (306 chars) "The user is reporting a bug in `pyformlang.cfg.CFG.from_text` where the `TER:X` notation is 
not respected for uppercase ..."
  [  20.2s] 🔧 run_command (18 lines) python3 - <<'PY'
  [  20.9s]   → CFG 1: {S -> A}
  [  49.9s] 💭 (688 chars) "Wait, the output is:
`CFG 1: {S -> A}`
`CFG 1 is_empty: True`
`CFG 2: {S -> Terminal(A)}`
`CFG 2 is_empty: False`
`Equal..."
  [  49.9s] 🔧 run_command (18 lines) python3 - <<'PY'
  [  50.2s]   → CFG 1 variables: {Variable(A), Variable(S)}
  [  60.8s] 💭 (333 chars) "Yes, `CFG 1` has `Variable(A)` as a variable and no terminals.
So `from_text('S -> "TER:A"')` is treating `"TER:A"` as a..."
  [  60.8s] 🔧 run_command grep -rn --include="*.py" "from_text" pyformlang/cfg/
  [  60.9s]   → pyformlang/cfg/cfg.py:1028:    def from_text(cls, text, start_symbol=Variable("S")):
  [  64.7s] 💭 (52 chars) "Let's read `pyformlang/cfg/cfg.py` around line 1028."
  [  64.7s] 📖 read_file (pyformlang/cfg/cfg.py)
  [  64.7s]   ✓ {'status': 'ok', 'filepath': 'pyformlang/cfg/cfg.py', 'content': '        """\n        res = []\n       
for production …
  [ 109.2s] 💭 (2342 chars) "Wait, I see the bug in `_read_line`:

```python
    @classmethod
    def _read_line(cls, line, productions, terminals, v..."
  [ 109.2s] 🔧 run_command grep -rn "def is_special_text" pyformlang/cfg/cfg.py
  [ 109.2s]   → 34:def is_special_text(text):
  [ 111.9s] 💭 (56 chars) "Let's read `is_special_text` in `pyformlang/cfg/cfg.py`."
  [ 111.9s] 📖 read_file (pyformlang/cfg/cfg.py)
  [ 111.9s]   ✓ {'status': 'ok', 'filepath': 'pyformlang/cfg/cfg.py', 'content': 'class 
NotParsableException(Exception):\n    """When th…
  [ 156.0s] 💭 (3367 chars) "Yes, `is_special_text` checks for `"VAR:` or `"TER:`.

Now let's refine the logic in `_read_line`.

Current logic:
```py..."
  [ 156.0s] 🔧 run_command grep -rn "EPSILON_SYMBOLS =" pyformlang/cfg/cfg.py
  [ 156.0s]   → 25:EPSILON_SYMBOLS = ["epsilon", "$", "ε", "ϵ", "Є"]
  [ 269.2s] 💭 (7103 chars) "So if it's `"epsilon"`, it's skipped.

Let's look at the original logic again.
```python
                if body_compone..."
  [ 269.2s] 🔧 run_command grep "import string" pyformlang/cfg/cfg.py
  [ 269.3s]   → import string
  [ 301.2s] 💭 (2236 chars) "Yes, it is.

Let's prepare the `edit_file` call.

Original code:
```python
                if body_component[0] in strin..."
  [ 301.2s] ✏️ edit_file (pyformlang/cfg/cfg.py)
  [ 301.4s]   ✓ {'status': 'ok', 'filepath': 'pyformlang/cfg/cfg.py', 'occurrences': 1, 'strategy': 'unescaped', 'diff':
'--- a/pyformla…
  [ 342.5s] 💭 (73 chars) "Now let's run the reproduction script again and also add some edge cases."
  [ 342.5s] 🔧 run_command (42 lines) python3 - <<'PY'
  [ 342.7s]   → Testing: S -> "TER:A"
  [ 352.9s] 💭 (166 chars) "The tests passed. Now I should check if there are any existing tests in the repository that 
might be affected.
I saw `py..."
  [ 352.9s] 🔧 run_command pytest pyformlang/cfg/tests/test_cfg.py -q --tb=short --no-header
  [ 353.7s]   → ..............................................                           [100%]
  [ 356.1s] 💭 (74 chars) "Everything seems to be in order.
Let's double check the diff and clean up."
  [ 356.1s] 🔧 run_command git status --short && git diff
  [ 356.2s]   →  M pyformlang/cfg/cfg.py
  [ 359.6s] 💭 (108 chars) "The diff is minimal and focuses exactly on the logic fix. No other files were modified.
I'm ready to submit."
  [ 359.6s] 🤖 submit_patch
  [ 359.7s]   → submit_patch: {"status": "ok", "patch_size": 1115, "files_changed": 1}
  [ 378.2s] 💭 (398 chars) "I have successfully fixed the bug where `TER:X` notation was not respected for uppercase 
terminals in CFGs.
The fix invo..."
  [ 378.2s] ✅ Agent finished: The bug was caused by `CFG._read_line` prioritizing the leading character of a symbol 
(uppercase for variables) over its explicitly declared type (`TER:` or `VAR:`). I modified the logic to correctly ...
Native result row
{
  "agent_error": null,
  "duration_seconds": 383.47,
  "error": null,
  "grade": {
    "collected_tests": 290,
    "competition_junit_ok": true,
    "error": null,
    "required_issues_count": 0,
    "resolved": true,
    "status_counts": {
      "PASSED": 290
    },
    "strict_clean_patch": true,
    "test_exit_code": 0
  },
  "instance_id": "Aunsiels__pyformlang-32",
  "pass_idx": 0,
  "patch_chars": 1115,
  "phase1_seconds": 380.91,
  "repo": "Aunsiels/pyformlang",
  "request_log_path": "/kaggle-root/working/r31/rollouts_X/requests/Aunsiels__pyformlang-32__p0__r3.jsonl",
  "resolved": true,
  "rollout_idx": 3,
  "run_key": "Aunsiels__pyformlang-32__p0__r3",
  "strict_clean_patch": true,
  "tool_calls": 12,
  "total_llm_calls": 14,
  "trace_path": "/kaggle-root/working/r31/rollouts_X/traces/trace_Aunsiels__pyformlang-32__p0__r3.json"
}