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792 | 792 |
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793 | 793 | 00:21:04 Oh, wow.
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794 | 794 |
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795 |
| -00:21:04 There's a community extension to read BigQuery. |
| 795 | +00:21:04 There's a community extension to read Big Query. |
796 | 796 |
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797 | 797 | 00:21:06 So it's really a universal Swiss Army knife in a lot of ways to read from those operational data stores, but to do those analytical tasks.
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798 | 798 |
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1010 | 1010 |
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1011 | 1011 | 00:27:42 So one key note, if folks really know a lot about SQLite, one of the defining characteristics of it is that it is very much non-typed as much as possible.
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1012 | 1012 |
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1013 |
| -00:27:50 VectDB is very much more traditional in that it does have typing. |
| 1013 | +00:27:50 Vector DB is very much more traditional in that it does have typing. |
1014 | 1014 |
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1015 | 1015 | 00:27:55 It does take full advantage of having nice numeric data types, date times that are true date times, not strings.
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1016 | 1016 |
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1046 | 1046 |
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1047 | 1047 | 00:28:46 It's worse than that.
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1048 | 1048 |
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1049 |
| -00:28:49 But DuckTB is okay and ready to handle it and making it easy. |
| 1049 | +00:28:49 But DuckDB is okay and ready to handle it and making it easy. |
1050 | 1050 |
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1051 |
| -00:28:54 Because it really aligns with the DuckTB ethos, which is a database shouldn't be extra work. |
| 1051 | +00:28:54 Because it really aligns with the DuckDB ethos, which is a database shouldn't be extra work. |
1052 | 1052 |
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1053 | 1053 | 00:28:58 It should be saving you work.
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1054 | 1054 |
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1070 | 1070 |
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1071 | 1071 | 00:29:21 Yeah.
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1072 | 1072 |
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1073 |
| -00:29:22 Yes, there's a long tail of complexity there, but DuckTB is really trying to handle that |
| 1073 | +00:29:22 Yes, there's a long tail of complexity there, but DuckDB is really trying to handle that |
1074 | 1074 |
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1075 | 1075 | 00:29:27 and just make that first experience using a database just straight out of the box.
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1076 | 1076 |
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1528 | 1528 |
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1529 | 1529 | 00:41:08 So AWS, Google, Azure, you can read individual files or actually it'll understand hierarchies of files.
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1530 | 1530 |
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1531 |
| -00:41:15 So if you have like a top level folder for a year and a folder for month and day, if you filter for I only want three days worth of data, DuckTB will only read three files. |
| 1531 | +00:41:15 So if you have like a top level folder for a year and a folder for month and day, if you filter for I only want three days worth of data, DuckDB will only read three files. |
1532 | 1532 |
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1533 | 1533 | 00:41:24 So it's pretty slick.
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1534 | 1534 |
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1774 | 1774 |
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1775 | 1775 | 00:48:57 All right.
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1776 | 1776 |
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1777 |
| -00:48:57 You gotta have fun with it. |
| 1777 | +00:48:57 You got to have fun with it. |
1778 | 1778 |
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1779 | 1779 | 00:48:59 Right.
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1780 | 1780 |
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1820 | 1820 |
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1821 | 1821 | 00:49:38 And the reason for that is you no longer need 50 servers to answer your questions.
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1822 | 1822 |
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1823 |
| -00:49:43 It turns out laptops are pretty daggone fast now. |
| 1823 | +00:49:43 It turns out laptops are pretty Dagon fast now. |
1824 | 1824 |
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1825 | 1825 | 00:49:45 Yeah.
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1826 | 1826 |
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2332 | 2332 |
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2333 | 2333 | 01:01:39 Now get out there and write some Python code.
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2334 | 2334 |
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2335 |
| -01:01:41 You You you you Thank you. |
2336 |
| - |
| 2335 | +01:01:41 You Thank you. |
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