Hold on! You have a data team in PyCon Taiwan!

Transcript

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8. wei-lee.me 🎟
9. wei-lee.me That's one of the data sources
10. wei-lee.me This talk consists of 2 parts 1⃣ (More Community-centric) How data is collected and used in PyCon Taiwan 🇹🇼 2⃣ (More Airflow-centric) Our experience on Airflow 1 to 3 migration
11. wei-lee.me QR code to this slide deck
12. wei-lee.me Chapter 1
13. wei-lee.me Now you know PyCon Taiwan is selling tickets because I told you so
14. wei-lee.me But, how about others?
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19. wei-lee.me What attracts you to attend a PyCon? 🤔
20. wei-lee.me Keynotes
21. wei-lee.me Someone looks familiar 👀
22. wei-lee.me 🎤 Talks and tutorials!
23. wei-lee.me Call for Proposal
24. wei-lee.me Call for Proposal
25. wei-lee.me Call for Proposal
26. wei-lee.me Each year, we worry about the # of submissions 😟
27. wei-lee.me Now we have... 🎟
28. wei-lee.me We visualize it 📊
29. wei-lee.me Program Committee
30. wei-lee.me # of Proposals
31. wei-lee.me Under the hook, it's...
32. wei-lee.me ✅ Accept Rate
33. wei-lee.me 📈 Submission Trend
34. wei-lee.me Accumulated # of Proposals since CFP started
35. wei-lee.me # of Received Proposal (by Language)
36. wei-lee.me Thanks Python Bytes!
37. wei-lee.me # of Accepted Proposal (by Language)
38. wei-lee.me Closing Remark
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40. wei-lee.me Back to PyCon TW 2021
41. wei-lee.me Same for PyCon APAC 2022
42. wei-lee.me PyCon TW 2023 Closing Data
43. wei-lee.me PyCon TW 2024 Closing Data
44. wei-lee.me PyCon TW 2025 Closing Data 🤫 Unlock the content with a PyCon TW 2025 ticket 🎟
45. wei-lee.me Retro
46. wei-lee.me Does this make PyCon Taiwan better?
47. wei-lee.me Yes! ✅ • A platform for each team to use data for decision-making instead of random guesses • Automate repetitive tasks to enable our volunteers to focus on more valuable things • An opportunity for volunteers to try out various data technologies
48. wei-lee.me Chapter 2
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51. wei-lee.me We were here half years ago
52. wei-lee.me Airflow 1.10.9 → 1.10.15
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54. wei-lee.me Airflow 1.10.15 → 2.11.0
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56. wei-lee.me Airflow 2.11.0 → 3.0.2
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58. wei-lee.me Keep Airflow up to date 4 days ago 2 weeks ago
59. wei-lee.me Taiwanese Mandarin coming in Airflow 3.1.0 👀
60. wei-lee.me Rewrite Airflow Dags Right, there's no such thing as "DAG" in airflow anymore
61. wei-lee.me Log cleanup Dag (before)
62. wei-lee.me Log cleanup Dag (After) Dynamic Task Mapping
63. wei-lee.me Log cleanup Dag (After) Dynamic Task Mapping
64. wei-lee.me Log cleanup Dag (After) Task Group
65. wei-lee.me Log cleanup Dag (After)
66. wei-lee.me Log cleanup Dag (After)
67. wei-lee.me Discord Related Dags (before)
68. wei-lee.me Discord Related Dags (after) Asset
69. wei-lee.me Discord Related Dags (after) Asset Watcher
70. wei-lee.me Discord Related Dags (after) Schedule on Asset
71. wei-lee.me Discord Related Dags (after) Schedule on Asset
72. wei-lee.me Discord Related Dags (after)
73. wei-lee.me All of these won't ever happen without
74. wei-lee.me Data Team (2024)
75. wei-lee.me Data Team (2023)
76. wei-lee.me Data Team (2022)
77. wei-lee.me Data Team (2021)
78. wei-lee.me Data Team:
79. wei-lee.me Me: I know
80. wei-lee.me Who are you?
81. wei-lee.me __name__ = 李唯 / Wei Lee __what_i_am_doing__ = [ Everywhere @ PyCon Taiwan, Member @ Python Asia Organization, Meme Bot @ OpenSource4You, Mentor @ OpenSource4You, Maintainer of commitizen-tools, Committer @ Apache Airflow, ] __github__ = Lee-W __linkedin__ = clleew __site__ = https://wei-lee.me $ cat weilee.py
82. wei-lee.me File "weilee.py", line 1 __name__ = 李唯 / Wei Lee ^^^ SyntaxError: invalid syntax $ 𝜋 thon weilee.py
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86. wei-lee.me EuroPython 2025 Sprints
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89. wei-lee.me References • Rogue One: Star Wars Story • Star Wars: The Empire Strikes Back • Star Wars: Andor (Season 2) • Star Wars: A New Hope
90. wei-lee.me děkuji