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  1. {
  2. "cells": [
  3. {
  4. "cell_type": "markdown",
  5. "metadata": {},
  6. "source": [
  7. "# list"
  8. ]
  9. },
  10. {
  11. "cell_type": "markdown",
  12. "metadata": {},
  13. "source": [
  14. "List is a collection which is ordered and changeable. it is mutable."
  15. ]
  16. },
  17. {
  18. "cell_type": "code",
  19. "execution_count": 1,
  20. "metadata": {},
  21. "outputs": [],
  22. "source": [
  23. "lists = [\"Micheal jackson\", 10.1, 1996]"
  24. ]
  25. },
  26. {
  27. "cell_type": "code",
  28. "execution_count": 2,
  29. "metadata": {},
  30. "outputs": [
  31. {
  32. "name": "stdout",
  33. "output_type": "stream",
  34. "text": [
  35. "['Micheal jackson', 10.1, 1996]\n"
  36. ]
  37. }
  38. ],
  39. "source": [
  40. "print(lists)"
  41. ]
  42. },
  43. {
  44. "cell_type": "code",
  45. "execution_count": 3,
  46. "metadata": {},
  47. "outputs": [
  48. {
  49. "data": {
  50. "text/plain": [
  51. "list"
  52. ]
  53. },
  54. "execution_count": 3,
  55. "metadata": {},
  56. "output_type": "execute_result"
  57. }
  58. ],
  59. "source": [
  60. "type(lists)"
  61. ]
  62. },
  63. {
  64. "cell_type": "code",
  65. "execution_count": 5,
  66. "metadata": {},
  67. "outputs": [
  68. {
  69. "data": {
  70. "text/plain": [
  71. "'Micheal jackson'"
  72. ]
  73. },
  74. "execution_count": 5,
  75. "metadata": {},
  76. "output_type": "execute_result"
  77. }
  78. ],
  79. "source": [
  80. "lists[0]"
  81. ]
  82. },
  83. {
  84. "cell_type": "code",
  85. "execution_count": 6,
  86. "metadata": {},
  87. "outputs": [
  88. {
  89. "data": {
  90. "text/plain": [
  91. "10.1"
  92. ]
  93. },
  94. "execution_count": 6,
  95. "metadata": {},
  96. "output_type": "execute_result"
  97. }
  98. ],
  99. "source": [
  100. "lists[1]"
  101. ]
  102. },
  103. {
  104. "cell_type": "code",
  105. "execution_count": 7,
  106. "metadata": {},
  107. "outputs": [
  108. {
  109. "data": {
  110. "text/plain": [
  111. "1996"
  112. ]
  113. },
  114. "execution_count": 7,
  115. "metadata": {},
  116. "output_type": "execute_result"
  117. }
  118. ],
  119. "source": [
  120. "lists[2]"
  121. ]
  122. },
  123. {
  124. "cell_type": "markdown",
  125. "metadata": {},
  126. "source": [
  127. "### variable types in a list "
  128. ]
  129. },
  130. {
  131. "cell_type": "code",
  132. "execution_count": 9,
  133. "metadata": {},
  134. "outputs": [
  135. {
  136. "data": {
  137. "text/plain": [
  138. "str"
  139. ]
  140. },
  141. "execution_count": 9,
  142. "metadata": {},
  143. "output_type": "execute_result"
  144. }
  145. ],
  146. "source": [
  147. "type(lists[0])"
  148. ]
  149. },
  150. {
  151. "cell_type": "code",
  152. "execution_count": 11,
  153. "metadata": {},
  154. "outputs": [
  155. {
  156. "data": {
  157. "text/plain": [
  158. "float"
  159. ]
  160. },
  161. "execution_count": 11,
  162. "metadata": {},
  163. "output_type": "execute_result"
  164. }
  165. ],
  166. "source": [
  167. "type(lists[1])"
  168. ]
  169. },
  170. {
  171. "cell_type": "code",
  172. "execution_count": 12,
  173. "metadata": {},
  174. "outputs": [
  175. {
  176. "data": {
  177. "text/plain": [
  178. "int"
  179. ]
  180. },
  181. "execution_count": 12,
  182. "metadata": {},
  183. "output_type": "execute_result"
  184. }
  185. ],
  186. "source": [
  187. "type(lists[2])"
  188. ]
  189. },
  190. {
  191. "cell_type": "markdown",
  192. "metadata": {},
  193. "source": [
  194. "### list can be listed in negative values."
  195. ]
  196. },
  197. {
  198. "cell_type": "code",
  199. "execution_count": 13,
  200. "metadata": {},
  201. "outputs": [
  202. {
  203. "data": {
  204. "text/plain": [
  205. "1996"
  206. ]
  207. },
  208. "execution_count": 13,
  209. "metadata": {},
  210. "output_type": "execute_result"
  211. }
  212. ],
  213. "source": [
  214. "lists[-1]"
  215. ]
  216. },
  217. {
  218. "cell_type": "code",
  219. "execution_count": 14,
  220. "metadata": {},
  221. "outputs": [
  222. {
  223. "data": {
  224. "text/plain": [
  225. "10.1"
  226. ]
  227. },
  228. "execution_count": 14,
  229. "metadata": {},
  230. "output_type": "execute_result"
  231. }
  232. ],
  233. "source": [
  234. "lists[-2]"
  235. ]
  236. },
  237. {
  238. "cell_type": "code",
  239. "execution_count": 15,
  240. "metadata": {},
  241. "outputs": [
  242. {
  243. "data": {
  244. "text/plain": [
  245. "'Micheal jackson'"
  246. ]
  247. },
  248. "execution_count": 15,
  249. "metadata": {},
  250. "output_type": "execute_result"
  251. }
  252. ],
  253. "source": [
  254. "lists[-3]"
  255. ]
  256. },
  257. {
  258. "cell_type": "markdown",
  259. "metadata": {},
  260. "source": [
  261. "### List can have tuples in them"
  262. ]
  263. },
  264. {
  265. "cell_type": "code",
  266. "execution_count": 16,
  267. "metadata": {},
  268. "outputs": [],
  269. "source": [
  270. "list1 = [\"micheal jackson\", 10.1, 1996, ('a', 1)]"
  271. ]
  272. },
  273. {
  274. "cell_type": "code",
  275. "execution_count": 17,
  276. "metadata": {},
  277. "outputs": [
  278. {
  279. "name": "stdout",
  280. "output_type": "stream",
  281. "text": [
  282. "['micheal jackson', 10.1, 1996, ('a', 1)]\n"
  283. ]
  284. }
  285. ],
  286. "source": [
  287. "print(list1)"
  288. ]
  289. },
  290. {
  291. "cell_type": "markdown",
  292. "metadata": {},
  293. "source": [
  294. "### list slicing"
  295. ]
  296. },
  297. {
  298. "cell_type": "code",
  299. "execution_count": 18,
  300. "metadata": {},
  301. "outputs": [],
  302. "source": [
  303. "list2 = [\"micheal jackson\", 10.1, 1996, \"mj\" ,1]"
  304. ]
  305. },
  306. {
  307. "cell_type": "code",
  308. "execution_count": 19,
  309. "metadata": {},
  310. "outputs": [
  311. {
  312. "name": "stdout",
  313. "output_type": "stream",
  314. "text": [
  315. "['micheal jackson', 10.1, 1996, 'mj', 1]\n"
  316. ]
  317. }
  318. ],
  319. "source": [
  320. "print(list2)"
  321. ]
  322. },
  323. {
  324. "cell_type": "code",
  325. "execution_count": 20,
  326. "metadata": {},
  327. "outputs": [
  328. {
  329. "data": {
  330. "text/plain": [
  331. "['mj', 1]"
  332. ]
  333. },
  334. "execution_count": 20,
  335. "metadata": {},
  336. "output_type": "execute_result"
  337. }
  338. ],
  339. "source": [
  340. "list2[3:5]"
  341. ]
  342. },
  343. {
  344. "cell_type": "markdown",
  345. "metadata": {},
  346. "source": [
  347. "### concatenate two list"
  348. ]
  349. },
  350. {
  351. "cell_type": "code",
  352. "execution_count": 21,
  353. "metadata": {},
  354. "outputs": [
  355. {
  356. "data": {
  357. "text/plain": [
  358. "['Micheal jackson', 10.1, 1996]"
  359. ]
  360. },
  361. "execution_count": 21,
  362. "metadata": {},
  363. "output_type": "execute_result"
  364. }
  365. ],
  366. "source": [
  367. "lists"
  368. ]
  369. },
  370. {
  371. "cell_type": "code",
  372. "execution_count": 22,
  373. "metadata": {},
  374. "outputs": [],
  375. "source": [
  376. "list3 = lists + list2"
  377. ]
  378. },
  379. {
  380. "cell_type": "code",
  381. "execution_count": 24,
  382. "metadata": {},
  383. "outputs": [
  384. {
  385. "name": "stdout",
  386. "output_type": "stream",
  387. "text": [
  388. "['Micheal jackson', 10.1, 1996, 'micheal jackson', 10.1, 1996, 'mj', 1]\n"
  389. ]
  390. }
  391. ],
  392. "source": [
  393. "print(list3)"
  394. ]
  395. },
  396. {
  397. "cell_type": "markdown",
  398. "metadata": {},
  399. "source": [
  400. "### list extend"
  401. ]
  402. },
  403. {
  404. "cell_type": "code",
  405. "execution_count": 25,
  406. "metadata": {},
  407. "outputs": [
  408. {
  409. "data": {
  410. "text/plain": [
  411. "['Micheal jackson', 10.1, 1996]"
  412. ]
  413. },
  414. "execution_count": 25,
  415. "metadata": {},
  416. "output_type": "execute_result"
  417. }
  418. ],
  419. "source": [
  420. "lists"
  421. ]
  422. },
  423. {
  424. "cell_type": "code",
  425. "execution_count": 29,
  426. "metadata": {},
  427. "outputs": [],
  428. "source": [
  429. "lists.extend(['pop', 10])"
  430. ]
  431. },
  432. {
  433. "cell_type": "code",
  434. "execution_count": 30,
  435. "metadata": {},
  436. "outputs": [
  437. {
  438. "name": "stdout",
  439. "output_type": "stream",
  440. "text": [
  441. "['Micheal jackson', 10.1, 1996, 'pop', 10]\n"
  442. ]
  443. }
  444. ],
  445. "source": [
  446. "print(lists)"
  447. ]
  448. },
  449. {
  450. "cell_type": "markdown",
  451. "metadata": {},
  452. "source": [
  453. "### List append"
  454. ]
  455. },
  456. {
  457. "cell_type": "code",
  458. "execution_count": 31,
  459. "metadata": {},
  460. "outputs": [],
  461. "source": [
  462. "lists.append(['disco', 9])"
  463. ]
  464. },
  465. {
  466. "cell_type": "code",
  467. "execution_count": 32,
  468. "metadata": {},
  469. "outputs": [
  470. {
  471. "name": "stdout",
  472. "output_type": "stream",
  473. "text": [
  474. "['Micheal jackson', 10.1, 1996, 'pop', 10, ['disco', 9]]\n"
  475. ]
  476. }
  477. ],
  478. "source": [
  479. "print(lists)"
  480. ]
  481. },
  482. {
  483. "cell_type": "markdown",
  484. "metadata": {},
  485. "source": [
  486. "### delete a element in list"
  487. ]
  488. },
  489. {
  490. "cell_type": "code",
  491. "execution_count": 33,
  492. "metadata": {},
  493. "outputs": [],
  494. "source": [
  495. "del(lists[4])"
  496. ]
  497. },
  498. {
  499. "cell_type": "code",
  500. "execution_count": 34,
  501. "metadata": {},
  502. "outputs": [
  503. {
  504. "name": "stdout",
  505. "output_type": "stream",
  506. "text": [
  507. "['Micheal jackson', 10.1, 1996, 'pop', ['disco', 9]]\n"
  508. ]
  509. }
  510. ],
  511. "source": [
  512. "print(lists)"
  513. ]
  514. },
  515. {
  516. "cell_type": "markdown",
  517. "metadata": {},
  518. "source": [
  519. "### split the element in a list"
  520. ]
  521. },
  522. {
  523. "cell_type": "code",
  524. "execution_count": 36,
  525. "metadata": {},
  526. "outputs": [
  527. {
  528. "data": {
  529. "text/plain": [
  530. "['hello', 'world!']"
  531. ]
  532. },
  533. "execution_count": 36,
  534. "metadata": {},
  535. "output_type": "execute_result"
  536. }
  537. ],
  538. "source": [
  539. "'hello world!'.split()"
  540. ]
  541. },
  542. {
  543. "cell_type": "code",
  544. "execution_count": 38,
  545. "metadata": {},
  546. "outputs": [
  547. {
  548. "data": {
  549. "text/plain": [
  550. "['A', 'B', 'C', 'D', 'E']"
  551. ]
  552. },
  553. "execution_count": 38,
  554. "metadata": {},
  555. "output_type": "execute_result"
  556. }
  557. ],
  558. "source": [
  559. "\"A,B,C,D,E\".split(\",\")"
  560. ]
  561. },
  562. {
  563. "cell_type": "code",
  564. "execution_count": 39,
  565. "metadata": {},
  566. "outputs": [
  567. {
  568. "data": {
  569. "text/plain": [
  570. "'Micheal jackson'"
  571. ]
  572. },
  573. "execution_count": 39,
  574. "metadata": {},
  575. "output_type": "execute_result"
  576. }
  577. ],
  578. "source": [
  579. "lists[0]"
  580. ]
  581. },
  582. {
  583. "cell_type": "code",
  584. "execution_count": 40,
  585. "metadata": {},
  586. "outputs": [
  587. {
  588. "data": {
  589. "text/plain": [
  590. "['Micheal', 'jackson']"
  591. ]
  592. },
  593. "execution_count": 40,
  594. "metadata": {},
  595. "output_type": "execute_result"
  596. }
  597. ],
  598. "source": [
  599. "lists[0].split()"
  600. ]
  601. },
  602. {
  603. "cell_type": "markdown",
  604. "metadata": {},
  605. "source": [
  606. "### list aliasing"
  607. ]
  608. },
  609. {
  610. "cell_type": "code",
  611. "execution_count": 41,
  612. "metadata": {},
  613. "outputs": [],
  614. "source": [
  615. "a = ['hard rock', 9.5, 1996]"
  616. ]
  617. },
  618. {
  619. "cell_type": "code",
  620. "execution_count": 42,
  621. "metadata": {},
  622. "outputs": [
  623. {
  624. "name": "stdout",
  625. "output_type": "stream",
  626. "text": [
  627. "['hard rock', 9.5, 1996]\n"
  628. ]
  629. }
  630. ],
  631. "source": [
  632. "print(a)"
  633. ]
  634. },
  635. {
  636. "cell_type": "code",
  637. "execution_count": 43,
  638. "metadata": {},
  639. "outputs": [],
  640. "source": [
  641. "b = a"
  642. ]
  643. },
  644. {
  645. "cell_type": "code",
  646. "execution_count": 44,
  647. "metadata": {},
  648. "outputs": [
  649. {
  650. "name": "stdout",
  651. "output_type": "stream",
  652. "text": [
  653. "['hard rock', 9.5, 1996]\n"
  654. ]
  655. }
  656. ],
  657. "source": [
  658. "print(b)"
  659. ]
  660. },
  661. {
  662. "cell_type": "code",
  663. "execution_count": 45,
  664. "metadata": {},
  665. "outputs": [],
  666. "source": [
  667. "a[0] = 'banana'"
  668. ]
  669. },
  670. {
  671. "cell_type": "code",
  672. "execution_count": 46,
  673. "metadata": {},
  674. "outputs": [
  675. {
  676. "name": "stdout",
  677. "output_type": "stream",
  678. "text": [
  679. "['banana', 9.5, 1996]\n"
  680. ]
  681. }
  682. ],
  683. "source": [
  684. "print(a)"
  685. ]
  686. },
  687. {
  688. "cell_type": "code",
  689. "execution_count": 47,
  690. "metadata": {},
  691. "outputs": [
  692. {
  693. "name": "stdout",
  694. "output_type": "stream",
  695. "text": [
  696. "['banana', 9.5, 1996]\n"
  697. ]
  698. }
  699. ],
  700. "source": [
  701. "print(b)"
  702. ]
  703. },
  704. {
  705. "cell_type": "markdown",
  706. "metadata": {},
  707. "source": [
  708. "list aliasing will allow both the variable 'a' and 'b' to have same element if changed"
  709. ]
  710. },
  711. {
  712. "cell_type": "markdown",
  713. "metadata": {},
  714. "source": [
  715. "### list clone"
  716. ]
  717. },
  718. {
  719. "cell_type": "code",
  720. "execution_count": 48,
  721. "metadata": {},
  722. "outputs": [],
  723. "source": [
  724. "A = ['hard rock', 9.5, 1996]"
  725. ]
  726. },
  727. {
  728. "cell_type": "code",
  729. "execution_count": 49,
  730. "metadata": {},
  731. "outputs": [
  732. {
  733. "name": "stdout",
  734. "output_type": "stream",
  735. "text": [
  736. "['hard rock', 9.5, 1996]\n"
  737. ]
  738. }
  739. ],
  740. "source": [
  741. "print(A)"
  742. ]
  743. },
  744. {
  745. "cell_type": "code",
  746. "execution_count": 50,
  747. "metadata": {},
  748. "outputs": [],
  749. "source": [
  750. "B = A[:]"
  751. ]
  752. },
  753. {
  754. "cell_type": "code",
  755. "execution_count": 51,
  756. "metadata": {},
  757. "outputs": [
  758. {
  759. "name": "stdout",
  760. "output_type": "stream",
  761. "text": [
  762. "['hard rock', 9.5, 1996]\n"
  763. ]
  764. }
  765. ],
  766. "source": [
  767. "print(B)"
  768. ]
  769. },
  770. {
  771. "cell_type": "code",
  772. "execution_count": 52,
  773. "metadata": {},
  774. "outputs": [],
  775. "source": [
  776. "A[0] = 'banana'"
  777. ]
  778. },
  779. {
  780. "cell_type": "code",
  781. "execution_count": 53,
  782. "metadata": {},
  783. "outputs": [
  784. {
  785. "name": "stdout",
  786. "output_type": "stream",
  787. "text": [
  788. "['banana', 9.5, 1996]\n"
  789. ]
  790. }
  791. ],
  792. "source": [
  793. "print(A)"
  794. ]
  795. },
  796. {
  797. "cell_type": "code",
  798. "execution_count": 54,
  799. "metadata": {},
  800. "outputs": [
  801. {
  802. "name": "stdout",
  803. "output_type": "stream",
  804. "text": [
  805. "['hard rock', 9.5, 1996]\n"
  806. ]
  807. }
  808. ],
  809. "source": [
  810. "print(B)"
  811. ]
  812. },
  813. {
  814. "cell_type": "markdown",
  815. "metadata": {},
  816. "source": [
  817. "### help in list"
  818. ]
  819. },
  820. {
  821. "cell_type": "code",
  822. "execution_count": 55,
  823. "metadata": {},
  824. "outputs": [
  825. {
  826. "name": "stdout",
  827. "output_type": "stream",
  828. "text": [
  829. "Help on list object:\n",
  830. "\n",
  831. "class list(object)\n",
  832. " | list() -> new empty list\n",
  833. " | list(iterable) -> new list initialized from iterable's items\n",
  834. " | \n",
  835. " | Methods defined here:\n",
  836. " | \n",
  837. " | __add__(self, value, /)\n",
  838. " | Return self+value.\n",
  839. " | \n",
  840. " | __contains__(self, key, /)\n",
  841. " | Return key in self.\n",
  842. " | \n",
  843. " | __delitem__(self, key, /)\n",
  844. " | Delete self[key].\n",
  845. " | \n",
  846. " | __eq__(self, value, /)\n",
  847. " | Return self==value.\n",
  848. " | \n",
  849. " | __ge__(self, value, /)\n",
  850. " | Return self>=value.\n",
  851. " | \n",
  852. " | __getattribute__(self, name, /)\n",
  853. " | Return getattr(self, name).\n",
  854. " | \n",
  855. " | __getitem__(...)\n",
  856. " | x.__getitem__(y) <==> x[y]\n",
  857. " | \n",
  858. " | __gt__(self, value, /)\n",
  859. " | Return self>value.\n",
  860. " | \n",
  861. " | __iadd__(self, value, /)\n",
  862. " | Implement self+=value.\n",
  863. " | \n",
  864. " | __imul__(self, value, /)\n",
  865. " | Implement self*=value.\n",
  866. " | \n",
  867. " | __init__(self, /, *args, **kwargs)\n",
  868. " | Initialize self. See help(type(self)) for accurate signature.\n",
  869. " | \n",
  870. " | __iter__(self, /)\n",
  871. " | Implement iter(self).\n",
  872. " | \n",
  873. " | __le__(self, value, /)\n",
  874. " | Return self<=value.\n",
  875. " | \n",
  876. " | __len__(self, /)\n",
  877. " | Return len(self).\n",
  878. " | \n",
  879. " | __lt__(self, value, /)\n",
  880. " | Return self<value.\n",
  881. " | \n",
  882. " | __mul__(self, value, /)\n",
  883. " | Return self*value.\n",
  884. " | \n",
  885. " | __ne__(self, value, /)\n",
  886. " | Return self!=value.\n",
  887. " | \n",
  888. " | __new__(*args, **kwargs) from builtins.type\n",
  889. " | Create and return a new object. See help(type) for accurate signature.\n",
  890. " | \n",
  891. " | __repr__(self, /)\n",
  892. " | Return repr(self).\n",
  893. " | \n",
  894. " | __reversed__(...)\n",
  895. " | L.__reversed__() -- return a reverse iterator over the list\n",
  896. " | \n",
  897. " | __rmul__(self, value, /)\n",
  898. " | Return value*self.\n",
  899. " | \n",
  900. " | __setitem__(self, key, value, /)\n",
  901. " | Set self[key] to value.\n",
  902. " | \n",
  903. " | __sizeof__(...)\n",
  904. " | L.__sizeof__() -- size of L in memory, in bytes\n",
  905. " | \n",
  906. " | append(...)\n",
  907. " | L.append(object) -> None -- append object to end\n",
  908. " | \n",
  909. " | clear(...)\n",
  910. " | L.clear() -> None -- remove all items from L\n",
  911. " | \n",
  912. " | copy(...)\n",
  913. " | L.copy() -> list -- a shallow copy of L\n",
  914. " | \n",
  915. " | count(...)\n",
  916. " | L.count(value) -> integer -- return number of occurrences of value\n",
  917. " | \n",
  918. " | extend(...)\n",
  919. " | L.extend(iterable) -> None -- extend list by appending elements from the iterable\n",
  920. " | \n",
  921. " | index(...)\n",
  922. " | L.index(value, [start, [stop]]) -> integer -- return first index of value.\n",
  923. " | Raises ValueError if the value is not present.\n",
  924. " | \n",
  925. " | insert(...)\n",
  926. " | L.insert(index, object) -- insert object before index\n",
  927. " | \n",
  928. " | pop(...)\n",
  929. " | L.pop([index]) -> item -- remove and return item at index (default last).\n",
  930. " | Raises IndexError if list is empty or index is out of range.\n",
  931. " | \n",
  932. " | remove(...)\n",
  933. " | L.remove(value) -> None -- remove first occurrence of value.\n",
  934. " | Raises ValueError if the value is not present.\n",
  935. " | \n",
  936. " | reverse(...)\n",
  937. " | L.reverse() -- reverse *IN PLACE*\n",
  938. " | \n",
  939. " | sort(...)\n",
  940. " | L.sort(key=None, reverse=False) -> None -- stable sort *IN PLACE*\n",
  941. " | \n",
  942. " | ----------------------------------------------------------------------\n",
  943. " | Data and other attributes defined here:\n",
  944. " | \n",
  945. " | __hash__ = None\n",
  946. "\n"
  947. ]
  948. }
  949. ],
  950. "source": [
  951. "help(A)"
  952. ]
  953. },
  954. {
  955. "cell_type": "code",
  956. "execution_count": null,
  957. "metadata": {},
  958. "outputs": [],
  959. "source": []
  960. },
  961. {
  962. "cell_type": "code",
  963. "execution_count": null,
  964. "metadata": {},
  965. "outputs": [],
  966. "source": []
  967. }
  968. ],
  969. "metadata": {
  970. "kernelspec": {
  971. "display_name": "Python",
  972. "language": "python",
  973. "name": "conda-env-python-py"
  974. },
  975. "language_info": {
  976. "codemirror_mode": {
  977. "name": "ipython",
  978. "version": 3
  979. },
  980. "file_extension": ".py",
  981. "mimetype": "text/x-python",
  982. "name": "python",
  983. "nbconvert_exporter": "python",
  984. "pygments_lexer": "ipython3",
  985. "version": "3.6.7"
  986. }
  987. },
  988. "nbformat": 4,
  989. "nbformat_minor": 4
  990. }
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