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  1. ----------
  2. A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.
  3. The assistant can interact with an interactive Python (Jupyter Notebook) environment and receive the corresponding output when needed. The code should be enclosed using "<execute_ipython>" tag, for example:
  4. <execute_ipython>
  5. print("Hello World!")
  6. </execute_ipython>
  7. The assistant can execute bash commands on behalf of the user by wrapping them with <execute_bash> and </execute_bash>.
  8. For example, you can list the files in the current directory by <execute_bash> ls </execute_bash>.
  9. The assistant can install Python packages using the %pip magic command in an IPython environment by using the following syntax: <execute_ipython> %pip install [package needed] </execute_ipython> and should always import packages and define variables before starting to use them.
  10. Apart from the standard Python library, the assistant can also use the following functions (already imported) in <execute_ipython> environment:
  11. open_file(path: str, line_number: int | None = 1, context_lines: int | None = 100) -> None:
  12. Opens the file at the given path in the editor. If line_number is provided, the window will be moved to include that line.
  13. It only shows the first 100 lines by default! Max `context_lines` supported is 2000, use `scroll up/down`
  14. to view the file if you want to see more.
  15. Args:
  16. path: str: The path to the file to open, preferred absolute path.
  17. line_number: int | None = 1: The line number to move to. Defaults to 1.
  18. context_lines: int | None = 100: Only shows this number of lines in the context window (usually from line 1), with line_number as the center (if possible). Defaults to 100.
  19. goto_line(line_number: int) -> None:
  20. Moves the window to show the specified line number.
  21. Args:
  22. line_number: int: The line number to move to.
  23. scroll_down() -> None:
  24. Moves the window down by 100 lines.
  25. Args:
  26. None
  27. scroll_up() -> None:
  28. Moves the window up by 100 lines.
  29. Args:
  30. None
  31. create_file(filename: str) -> None:
  32. Creates and opens a new file with the given name.
  33. Args:
  34. filename: str: The name of the file to create.
  35. edit_file(file_name: str, to_replace: str, new_content: str) -> None:
  36. Edit a file. This will search for `to_replace` in the given file and replace it with `new_content`.
  37. Every *to_replace* must *EXACTLY MATCH* the existing source code, character for character, including all comments, docstrings, etc.
  38. Include enough lines to make code in `to_replace` unique. `to_replace` should NOT be empty.
  39. `edit_file` will only replace the *first* matching occurrences.
  40. For example, given a file "/workspace/example.txt" with the following content:
  41. ```
  42. line 1
  43. line 2
  44. line 2
  45. line 3
  46. ```
  47. EDITING: If you want to replace the second occurrence of "line 2", you can make `to_replace` unique:
  48. edit_file(
  49. '/workspace/example.txt',
  50. to_replace='line 2
  51. line 3',
  52. new_content='new line
  53. line 3',
  54. )
  55. This will replace only the second "line 2" with "new line". The first "line 2" will remain unchanged.
  56. The resulting file will be:
  57. ```
  58. line 1
  59. line 2
  60. new line
  61. line 3
  62. ```
  63. REMOVAL: If you want to remove "line 2" and "line 3", you can set `new_content` to an empty string:
  64. edit_file(
  65. '/workspace/example.txt',
  66. to_replace='line 2
  67. line 3',
  68. new_content='',
  69. )
  70. Args:
  71. file_name: str: The name of the file to edit.
  72. to_replace: str: The content to search for and replace.
  73. new_content: str: The new content to replace the old content with.
  74. insert_content_at_line(file_name: str, line_number: int, content: str) -> None:
  75. Insert content at the given line number in a file.
  76. This will NOT modify the content of the lines before OR after the given line number.
  77. For example, if the file has the following content:
  78. ```
  79. line 1
  80. line 2
  81. line 3
  82. ```
  83. and you call `insert_content_at_line('file.txt', 2, 'new line')`, the file will be updated to:
  84. ```
  85. line 1
  86. new line
  87. line 2
  88. line 3
  89. ```
  90. Args:
  91. file_name: str: The name of the file to edit.
  92. line_number: int: The line number (starting from 1) to insert the content after.
  93. content: str: The content to insert.
  94. search_dir(search_term: str, dir_path: str = './') -> None:
  95. Searches for search_term in all files in dir. If dir is not provided, searches in the current directory.
  96. Args:
  97. search_term: str: The term to search for.
  98. dir_path: Optional[str]: The path to the directory to search.
  99. search_file(search_term: str, file_path: Optional[str] = None) -> None:
  100. Searches for search_term in file. If file is not provided, searches in the current open file.
  101. Args:
  102. search_term: str: The term to search for.
  103. file_path: Optional[str]: The path to the file to search.
  104. find_file(file_name: str, dir_path: str = './') -> None:
  105. Finds all files with the given name in the specified directory.
  106. Args:
  107. file_name: str: The name of the file to find.
  108. dir_path: Optional[str]: The path to the directory to search.
  109. parse_pdf(file_path: str) -> None:
  110. Parses the content of a PDF file and prints it.
  111. Args:
  112. file_path: str: The path to the file to open.
  113. parse_docx(file_path: str) -> None:
  114. Parses the content of a DOCX file and prints it.
  115. Args:
  116. file_path: str: The path to the file to open.
  117. parse_latex(file_path: str) -> None:
  118. Parses the content of a LaTex file and prints it.
  119. Args:
  120. file_path: str: The path to the file to open.
  121. parse_pptx(file_path: str) -> None:
  122. Parses the content of a pptx file and prints it.
  123. Args:
  124. file_path: str: The path to the file to open.
  125. Please note that THE `edit_file` FUNCTION REQUIRES PROPER INDENTATION. If the assistant would like to add the line ' print(x)', it must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
  126. The assistant's response should be concise.
  127. The assistant should include ONLY ONE <execute_ipython> or <execute_bash> in every one of the responses, unless the assistant is finished with the task or need more input or action from the user in order to proceed.
  128. IMPORTANT: Whenever possible, execute the code for the user using <execute_ipython> or <execute_bash> instead of providing it.
  129. ----------
  130. Here is an example of how you can interact with the environment for task solving:
  131. --- START OF EXAMPLE ---
  132. USER: We are currently solving the following issue within our repository. Here is the issue text:
  133. --- BEGIN ISSUE ---
  134. TimeDelta serialization precision
  135. Hi there!
  136. I just found quite strange behaviour of `TimeDelta` field serialization
  137. ```python3
  138. from marshmallow.fields import TimeDelta
  139. from datetime import timedelta
  140. td_field = TimeDelta(precision="milliseconds")
  141. obj = dict()
  142. obj["td_field"] = timedelta(milliseconds=345)
  143. print(td_field.serialize("td_field", obj))
  144. ```
  145. Output of this snippet is `344`, but it seems that `345` is correct.
  146. Looks like a rounding issue here: https://github.com/marshmallow-code/marshmallow/blob/dev/src/marshmallow/fields.py#L1474
  147. --- END ISSUE ---
  148. [Current directory: /workspace/marshmallow-code__marshmallow]
  149. ASSISTANT:
  150. Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.
  151. <execute_ipython>
  152. create_file('/workspace/marshmallow-code__marshmallow/reproduce.py')
  153. </execute_ipython>
  154. USER:
  155. OBSERVATION:
  156. [File: /workspace/marshmallow-code__marshmallow/reproduce.py (1 lines total)]
  157. 1|
  158. [File /workspace/marshmallow-code__marshmallow/reproduce.py created.]
  159. ASSISTANT:
  160. Now let's paste in the example code from the issue.
  161. <execute_ipython>
  162. EDITED_CODE = """from marshmallow.fields import TimeDelta
  163. from datetime import timedelta
  164. td_field = TimeDelta(precision="milliseconds")
  165. obj = dict()
  166. obj["td_field"] = timedelta(milliseconds=345)
  167. print(td_field.serialize("td_field", obj))
  168. """
  169. edit_file(start=1, end=1, content=EDITED_CODE)
  170. </execute_ipython>
  171. USER:
  172. OBSERVATION:
  173. [File: /workspace/marshmallow-code__marshmallow/reproduce.py (9 lines total)]
  174. 1|from marshmallow.fields import TimeDelta
  175. 2|from datetime import timedelta
  176. 3|
  177. 4|td_field = TimeDelta(precision="milliseconds")
  178. 5|
  179. 6|obj = dict()
  180. 7|obj["td_field"] = timedelta(milliseconds=345)
  181. 8|
  182. 9|print(td_field.serialize("td_field", obj))
  183. [File updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
  184. ASSISTANT:
  185. Now let's run the code to see if we see the same output as the issue.
  186. <execute_bash>
  187. python reproduce.py
  188. </execute_bash>
  189. USER:
  190. OBSERVATION:
  191. 344
  192. ASSISTANT:
  193. We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.
  194. <execute_bash>
  195. ls -F
  196. </execute_bash>
  197. USER:
  198. OBSERVATION:
  199. AUTHORS.rst
  200. CHANGELOG.rst
  201. CODE_OF_CONDUCT.md
  202. CONTRIBUTING.rst
  203. LICENSE
  204. MANIFEST.in
  205. NOTICE
  206. README.rst
  207. RELEASING.md
  208. azure-pipelines.yml
  209. docs/
  210. examples/
  211. performance/
  212. pyproject.toml
  213. reproduce.py
  214. setup.cfg
  215. setup.py
  216. src/
  217. tests/
  218. tox.ini
  219. ASSISTANT:
  220. It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.
  221. <execute_ipython>
  222. find_file("fields.py", "/workspace/marshmallow-code__marshmallow/src")
  223. </execute_ipython>
  224. USER:
  225. OBSERVATION:
  226. [Found 1 matches for "fields.py" in /workspace/marshmallow-code__marshmallow/src]
  227. /workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py
  228. ASSISTANT:
  229. It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.
  230. <execute_ipython>
  231. open_file("/workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py", 1474)
  232. </execute_ipython>
  233. USER:
  234. OBSERVATION:
  235. [File: /workspace/marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
  236. (1458 more lines above)
  237. 1459| self.WEEKS,
  238. 1460| )
  239. 1461|
  240. 1462| if precision not in units:
  241. 1463| msg = 'The precision must be {} or "{}".'.format(
  242. 1464| ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
  243. 1465| )
  244. 1466| raise ValueError(msg)
  245. 1467|
  246. 1468| self.precision = precision
  247. 1469| super().__init__(**kwargs)
  248. 1470|
  249. 1471| def _serialize(self, value, attr, obj, **kwargs):
  250. 1472| if value is None:
  251. 1473| return None
  252. 1474| base_unit = dt.timedelta(**{self.precision: 1})
  253. 1475| return int(value.total_seconds() / base_unit.total_seconds())
  254. 1476|
  255. 1477| def _deserialize(self, value, attr, data, **kwargs):
  256. 1478| try:
  257. 1479| value = int(value)
  258. 1480| except (TypeError, ValueError) as error:
  259. 1481| raise self.make_error("invalid") from error
  260. 1482|
  261. 1483| kwargs = {self.precision: value}
  262. 1484|
  263. 1485| try:
  264. 1486| return dt.timedelta(**kwargs)
  265. 1487| except OverflowError as error:
  266. 1488| raise self.make_error("invalid") from error
  267. 1489|
  268. 1490|
  269. 1491|class Mapping(Field):
  270. 1492| """An abstract class for objects with key-value pairs.
  271. 1493|
  272. 1494| :param keys: A field class or instance for dict keys.
  273. 1495| :param values: A field class or instance for dict values.
  274. 1496| :param kwargs: The same keyword arguments that :class:`Field` receives.
  275. 1497|
  276. 1498| .. note::
  277. 1499| When the structure of nested data is not known, you may omit the
  278. 1500| `keys` and `values` arguments to prevent content validation.
  279. 1501|
  280. 1502| .. versionadded:: 3.0.0rc4
  281. 1503| """
  282. 1504|
  283. 1505| mapping_type = dict
  284. 1506|
  285. 1507| #: Default error messages.
  286. 1508| default_error_messages = {"invalid": "Not a valid mapping type."}
  287. 1509|
  288. 1510| def __init__(
  289. 1511| self,
  290. 1512| keys: typing.Optional[typing.Union[Field, type]] = None,
  291. 1513| values: typing.Optional[typing.Union[Field, type]] = None,
  292. 1514| **kwargs,
  293. 1515| ):
  294. 1516| super().__init__(**kwargs)
  295. 1517| if keys is None:
  296. 1518| self.key_field = None
  297. 1519| else:
  298. 1520| try:
  299. 1521| self.key_field = resolve_field_instance(keys)
  300. 1522| except FieldInstanceResolutionError as error:
  301. 1523| raise ValueError(
  302. 1524| '"keys" must be a subclass or instance of '
  303. 1525| "marshmallow.base.FieldABC."
  304. 1526| ) from error
  305. 1527|
  306. 1528| if values is None:
  307. 1529| self.value_field = None
  308. 1530| else:
  309. 1531| try:
  310. 1532| self.value_field = resolve_field_instance(values)
  311. 1533| except FieldInstanceResolutionError as error:
  312. 1534| raise ValueError(
  313. 1535| '"values" must be a subclass or instance of '
  314. 1536| "marshmallow.base.FieldABC."
  315. 1537| ) from error
  316. 1538| if isinstance(self.value_field, Nested):
  317. 1539| self.only = self.value_field.only
  318. 1540| self.exclude = self.value_field.exclude
  319. 1541|
  320. 1542| def _bind_to_schema(self, field_name, schema):
  321. 1543| super()._bind_to_schema(field_name, schema)
  322. 1544| if self.value_field:
  323. 1545| self.value_field = copy.deepcopy(self.value_field)
  324. 1546| self.value_field._bind_to_schema(field_name, self)
  325. 1547| if isinstance(self.value_field, Nested):
  326. 1548| self.value_field.only = self.only
  327. 1549| self.value_field.exclude = self.exclude
  328. 1550| if self.key_field:
  329. 1551| self.key_field = copy.deepcopy(self.key_field)
  330. 1552| self.key_field._bind_to_schema(field_name, self)
  331. 1553|
  332. 1554| def _serialize(self, value, attr, obj, **kwargs):
  333. 1555| if value is None:
  334. 1556| return None
  335. 1557| if not self.value_field and not self.key_field:
  336. 1558| return self.mapping_type(value)
  337. (439 more lines below)
  338. ASSISTANT:
  339. We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475. To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.
  340. <execute_ipython>
  341. edit_file(start=1475, end=1475, content="return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int")
  342. </execute_ipython>
  343. USER:
  344. OBSERVATION:
  345. [Your proposed edit has introduced new syntax error(s). Please understand the errors and retry your edit command.]
  346. ERRORS:
  347. - E999 IndentationError: unexpected indent
  348. [This is how your edit would have looked if applied]
  349. -------------------------------------------------
  350. [File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
  351. (1468 more lines above)
  352. 1469| super().__init__(**kwargs)
  353. 1470|
  354. 1471| def _serialize(self, value, attr, obj, **kwargs):
  355. 1472| if value is None:
  356. 1473| return None
  357. 1474| base_unit = dt.timedelta(**{self.precision: 1})
  358. 1475|return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int
  359. 1476|
  360. 1477| def _deserialize(self, value, attr, data, **kwargs):
  361. 1478| try:
  362. 1479| value = int(value)
  363. (518 more lines below)
  364. -------------------------------------------------
  365. [This is the original code before your edit]
  366. -------------------------------------------------
  367. [File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
  368. (1469 more lines above)
  369. 1470|
  370. 1471| def _serialize(self, value, attr, obj, **kwargs):
  371. 1472| if value is None:
  372. 1473| return None
  373. 1474| base_unit = dt.timedelta(**{self.precision: 1})
  374. 1475| return int(value.total_seconds() / base_unit.total_seconds())
  375. 1476|
  376. 1477| def _deserialize(self, value, attr, data, **kwargs):
  377. 1478| try:
  378. 1479| value = int(value)
  379. 1480| except (TypeError, ValueError) as error:
  380. (517 more lines below)
  381. -------------------------------------------------
  382. Your changes have NOT been applied. Please fix your edit command and try again.
  383. You either need to 1) Specify the correct start/end line arguments or 2) Correct your edit code.
  384. DO NOT re-run the same failed edit command. Running it again will lead to the same error.
  385. ASSISTANT:
  386. My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.
  387. <execute_ipython>
  388. EDITED_CODE=" return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int"
  389. edit_file(start=1475, end=1475, content=EDITED_CODE)
  390. </execute_ipython>
  391. USER:
  392. OBSERVATION:
  393. [File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]
  394. (1424 more lines above)
  395. 1425|
  396. 1426| :param precision: Influences how the integer is interpreted during
  397. 1427| (de)serialization. Must be 'days', 'seconds', 'microseconds',
  398. 1428| 'milliseconds', 'minutes', 'hours' or 'weeks'.
  399. 1429| :param kwargs: The same keyword arguments that :class:`Field` receives.
  400. 1430|
  401. 1431| .. versionchanged:: 2.0.0
  402. 1432| Always serializes to an integer value to avoid rounding errors.
  403. 1433| Add `precision` parameter.
  404. 1434| """
  405. 1435|
  406. 1436| DAYS = "days"
  407. 1437| SECONDS = "seconds"
  408. 1438| MICROSECONDS = "microseconds"
  409. 1439| MILLISECONDS = "milliseconds"
  410. 1440| MINUTES = "minutes"
  411. 1441| HOURS = "hours"
  412. 1442| WEEKS = "weeks"
  413. 1443|
  414. 1444| #: Default error messages.
  415. 1445| default_error_messages = {
  416. 1446| "invalid": "Not a valid period of time.",
  417. 1447| "format": "{input!r} cannot be formatted as a timedelta.",
  418. 1448| }
  419. 1449|
  420. 1450| def __init__(self, precision: str = SECONDS, **kwargs):
  421. 1451| precision = precision.lower()
  422. 1452| units = (
  423. 1453| self.DAYS,
  424. 1454| self.SECONDS,
  425. 1455| self.MICROSECONDS,
  426. 1456| self.MILLISECONDS,
  427. 1457| self.MINUTES,
  428. 1458| self.HOURS,
  429. 1459| self.WEEKS,
  430. 1460| )
  431. 1461|
  432. 1462| if precision not in units:
  433. 1463| msg = 'The precision must be {} or "{}".'.format(
  434. 1464| ", ".join([f'"{each}"' for each in units[:-1]]), units[-1]
  435. 1465| )
  436. 1466| raise ValueError(msg)
  437. 1467|
  438. 1468| self.precision = precision
  439. 1469| super().__init__(**kwargs)
  440. 1470|
  441. 1471| def _serialize(self, value, attr, obj, **kwargs):
  442. 1472| if value is None:
  443. 1473| return None
  444. 1474| base_unit = dt.timedelta(**{self.precision: 1})
  445. 1475| return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int
  446. 1476|
  447. 1477| def _deserialize(self, value, attr, data, **kwargs):
  448. 1478| try:
  449. 1479| value = int(value)
  450. 1480| except (TypeError, ValueError) as error:
  451. 1481| raise self.make_error("invalid") from error
  452. 1482|
  453. 1483| kwargs = {self.precision: value}
  454. 1484|
  455. 1485| try:
  456. 1486| return dt.timedelta(**kwargs)
  457. 1487| except OverflowError as error:
  458. 1488| raise self.make_error("invalid") from error
  459. 1489|
  460. 1490|
  461. 1491|class Mapping(Field):
  462. 1492| """An abstract class for objects with key-value pairs.
  463. 1493|
  464. 1494| :param keys: A field class or instance for dict keys.
  465. 1495| :param values: A field class or instance for dict values.
  466. 1496| :param kwargs: The same keyword arguments that :class:`Field` receives.
  467. 1497|
  468. 1498| .. note::
  469. 1499| When the structure of nested data is not known, you may omit the
  470. 1500| `keys` and `values` arguments to prevent content validation.
  471. 1501|
  472. 1502| .. versionadded:: 3.0.0rc4
  473. 1503| """
  474. 1504|
  475. 1505| mapping_type = dict
  476. 1506|
  477. 1507| #: Default error messages.
  478. 1508| default_error_messages = {"invalid": "Not a valid mapping type."}
  479. 1509|
  480. 1510| def __init__(
  481. 1511| self,
  482. 1512| keys: typing.Optional[typing.Union[Field, type]] = None,
  483. 1513| values: typing.Optional[typing.Union[Field, type]] = None,
  484. 1514| **kwargs,
  485. 1515| ):
  486. 1516| super().__init__(**kwargs)
  487. 1517| if keys is None:
  488. 1518| self.key_field = None
  489. 1519| else:
  490. 1520| try:
  491. 1521| self.key_field = resolve_field_instance(keys)
  492. 1522| except FieldInstanceResolutionError as error:
  493. 1523| raise ValueError(
  494. 1524| '"keys" must be a subclass or instance of '
  495. (473 more lines below)
  496. [File updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.]
  497. ASSISTANT:
  498. The code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that "Current directory" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.
  499. <execute_bash>
  500. python reproduce.py
  501. </execute_bash>
  502. USER:
  503. OBSERVATION:
  504. 345
  505. ASSISTANT:
  506. The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.
  507. <execute_bash>
  508. rm reproduce.py
  509. </execute_bash>
  510. USER:
  511. OBSERVATION:
  512. ASSISTANT:
  513. rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we can exit the current task.
  514. <execute_bash>
  515. exit
  516. </execute_bash>
  517. --- END OF EXAMPLE ---
  518. NOW, LET'S START!
  519. ----------
  520. Install and import pymsgbox==1.0.9 and print it's version in /workspace/test.txt. Do not ask me for confirmation at any point.
  521. ----------
  522. Let's start by installing the `pymsgbox` package.
  523. <execute_ipython>
  524. %pip install pymsgbox==1.0.9
  525. </execute_ipython>
  526. ----------
  527. OBSERVATION:
  528. [Package installed successfully]
  529. [Kernel restarted successfully to load the package]
  530. ENVIRONMENT REMINDER: You have 13 turns left to complete the task.