From a6f2dfbde08ef1b8ea3d0a7ac1a91e1b1aee27a7 Mon Sep 17 00:00:00 2001 From: SunIBAS <1134098699@qq.com> Date: Mon, 29 Jun 2020 16:31:55 +0800 Subject: [PATCH] m --- ...05\350\257\273\350\203\214\346\231\257.js" | 6 + .../bat.bat" | 30 +++ .../query.json" | 115 ++++++++ .../tobat.js" | 16 ++ ...70\345\205\263\346\226\207\346\241\243.md" | 1 + .../cat \347\233\270\345\205\263.md" | 11 + .../geotrellis/cats/chapter11.md | 253 ++++++++++++++++++ .../geotrellis/cats/pic/11.2.1.jpg | Bin 0 -> 125742 bytes .../geotrellis/cats/pic/11.2.3.jpg | Bin 0 -> 64670 bytes .../geotrellis/cats/pic/11.3.3.jpg | Bin 0 -> 78532 bytes .../geotrellis/cats/pic/Semilattices.jpg | Bin 0 -> 32591 bytes language_learning/geotrellis/geotrellis.md | 6 + language_learning/geotrellis/sbt.md | 4 + .../matlab.md" | 1 + ...ws\345\221\275\344\273\244\350\241\214.md" | 5 + "\346\224\266\351\233\206.txt" | 95 +++++++ ...45\346\204\237\345\275\261\345\203\217.md" | 7 + .../pic/clipAndSetPrj.png" | Bin 0 -> 184628 bytes .../pic/mrt_setting.png" | Bin 0 -> 46763 bytes 19 files changed, 550 insertions(+) create mode 100644 "chrom_utils/\346\262\231\346\213\211pdf\351\230\205\350\257\273\350\203\214\346\231\257.js" create mode 100644 "data_download/\344\270\213\350\275\275modis\346\225\260\346\215\256/bat.bat" create mode 100644 "data_download/\344\270\213\350\275\275modis\346\225\260\346\215\256/query.json" create mode 100644 "data_download/\344\270\213\350\275\275modis\346\225\260\346\215\256/tobat.js" create mode 100644 "language_learning/R/\347\233\270\345\205\263\346\226\207\346\241\243.md" create mode 100644 "language_learning/geotrellis/cat \347\233\270\345\205\263.md" create mode 100644 language_learning/geotrellis/cats/chapter11.md create mode 100644 language_learning/geotrellis/cats/pic/11.2.1.jpg create mode 100644 language_learning/geotrellis/cats/pic/11.2.3.jpg create mode 100644 language_learning/geotrellis/cats/pic/11.3.3.jpg create mode 100644 language_learning/geotrellis/cats/pic/Semilattices.jpg create mode 100644 language_learning/geotrellis/geotrellis.md create mode 100644 language_learning/geotrellis/sbt.md create mode 100644 "windows\345\221\275\344\273\244\350\241\214.md" create mode 100644 "\346\224\266\351\233\206.txt" create mode 100644 "\351\201\245\346\204\237\345\275\261\345\203\217\345\244\204\347\220\206/mrt \346\217\220\345\217\226 modis \351\201\245\346\204\237\345\275\261\345\203\217.md" create mode 100644 "\351\201\245\346\204\237\345\275\261\345\203\217\345\244\204\347\220\206/pic/clipAndSetPrj.png" create mode 100644 "\351\201\245\346\204\237\345\275\261\345\203\217\345\244\204\347\220\206/pic/mrt_setting.png" diff --git "a/chrom_utils/\346\262\231\346\213\211pdf\351\230\205\350\257\273\350\203\214\346\231\257.js" "b/chrom_utils/\346\262\231\346\213\211pdf\351\230\205\350\257\273\350\203\214\346\231\257.js" new file mode 100644 index 0000000..b7740f2 --- /dev/null +++ "b/chrom_utils/\346\262\231\346\213\211pdf\351\230\205\350\257\273\350\203\214\346\231\257.js" @@ -0,0 +1,6 @@ +setInterval(function () { + var tx = document.getElementsByClassName('textLayer'); + for (var i = 0; i < tx.length; i++) { + tx[i].style.background = "#58796d"; + } +}, 5000) \ No newline at end of file diff --git "a/data_download/\344\270\213\350\275\275modis\346\225\260\346\215\256/bat.bat" "b/data_download/\344\270\213\350\275\275modis\346\225\260\346\215\256/bat.bat" new file mode 100644 index 0000000..99d8e63 --- /dev/null +++ "b/data_download/\344\270\213\350\275\275modis\346\225\260\346\215\256/bat.bat" @@ -0,0 +1,30 @@ +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h27v05.006.2020018002125.hdf" -o MOD13A1.A2020001.h27v05.006.2020018002125.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h28v05.006.2020018002222.hdf" -o MOD13A1.A2020001.h28v05.006.2020018002222.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h28v06.006.2020018002148.hdf" -o MOD13A1.A2020001.h28v06.006.2020018002148.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h29v06.006.2020018001925.hdf" -o MOD13A1.A2020001.h29v06.006.2020018001925.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h27v06.006.2020018001105.hdf" -o MOD13A1.A2020001.h27v06.006.2020018001105.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h28v07.006.2020018002334.hdf" -o MOD13A1.A2020001.h28v07.006.2020018002334.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h23v04.006.2020018002201.hdf" -o MOD13A1.A2020001.h23v04.006.2020018002201.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h23v05.006.2020018002150.hdf" -o MOD13A1.A2020001.h23v05.006.2020018002150.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h24v04.006.2020018001017.hdf" -o MOD13A1.A2020001.h24v04.006.2020018001017.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h24v05.006.2020018000957.hdf" -o MOD13A1.A2020001.h24v05.006.2020018000957.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h25v03.006.2020018002434.hdf" -o MOD13A1.A2020001.h25v03.006.2020018002434.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h25v04.006.2020018002334.hdf" -o MOD13A1.A2020001.h25v04.006.2020018002334.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h25v05.006.2020018000928.hdf" -o MOD13A1.A2020001.h25v05.006.2020018000928.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h25v06.006.2020018002015.hdf" -o MOD13A1.A2020001.h25v06.006.2020018002015.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h26v03.006.2020018002356.hdf" -o MOD13A1.A2020001.h26v03.006.2020018002356.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h26v04.006.2020018002351.hdf" -o MOD13A1.A2020001.h26v04.006.2020018002351.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h26v05.006.2020018002546.hdf" -o MOD13A1.A2020001.h26v05.006.2020018002546.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h26v06.006.2020018000909.hdf" -o MOD13A1.A2020001.h26v06.006.2020018000909.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h27v04.006.2020018002004.hdf" -o MOD13A1.A2020001.h27v04.006.2020018002004.hdf + + +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h26v03.006.2020018002356.hdf" -o MOD13A1.A2020001.h26v03.006.2020018002356.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h26v04.006.2020018002351.hdf" -o MOD13A1.A2020001.h26v04.006.2020018002351.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h26v05.006.2020018002546.hdf" -o MOD13A1.A2020001.h26v05.006.2020018002546.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h26v06.006.2020018000909.hdf" -o MOD13A1.A2020001.h26v06.006.2020018000909.hdf + + +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h29v07.006.2020018002227.hdf" -o MOD13A1.A2020001.h29v07.006.2020018002227.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h28v08.006.2020018001001.hdf" -o MOD13A1.A2020001.h28v08.006.2020018001001.hdf +curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h29v08.006.2020018002326.hdf" -o MOD13A1.A2020001.h29v08.006.2020018002326.hdf \ No newline at end of file diff --git "a/data_download/\344\270\213\350\275\275modis\346\225\260\346\215\256/query.json" "b/data_download/\344\270\213\350\275\275modis\346\225\260\346\215\256/query.json" new file mode 100644 index 0000000..42dd613 --- /dev/null +++ "b/data_download/\344\270\213\350\275\275modis\346\225\260\346\215\256/query.json" @@ -0,0 +1,115 @@ +{ + "query": "MOD13A1--6 2020-01-01..2020-01-16 x73.62y53.54 x134.76y18.19[5]", + "5149801512": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h27v05.006.2020018002125.hdf", + "size": "57968660" + }, + "5149802874": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h28v05.006.2020018002222.hdf", + "size": "22693100" + }, + "5149802148": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h28v06.006.2020018002148.hdf", + "size": "43241549" + }, + "5149798246": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h29v06.006.2020018001925.hdf", + "size": "5434974" + }, + "5149790144": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h27v06.006.2020018001105.hdf", + "size": "74072397" + }, + "5149804791": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h28v07.006.2020018002334.hdf", + "size": "32988290" + }, + "5149788985": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h21v03.006.2020018001021.hdf", + "size": "80409294" + }, + "5149807373": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h22v03.006.2020018002515.hdf", + "size": "81519538" + }, + "5149790547": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h22v04.006.2020018001123.hdf", + "size": "72239111" + }, + "5149802654": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h23v03.006.2020018002212.hdf", + "size": "84042077" + }, + "5149802324": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h23v04.006.2020018002201.hdf", + "size": "80541462" + }, + "5149802146": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h23v05.006.2020018002150.hdf", + "size": "77841549" + }, + "5149808281": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h24v03.006.2020018002555.hdf", + "size": "88293516" + }, + "5149788763": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h24v04.006.2020018001017.hdf", + "size": "82834011" + }, + "5149788350": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h24v05.006.2020018000957.hdf", + "size": "77874960" + }, + "5149788542": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h24v06.006.2020018001007.hdf", + "size": "57226834" + }, + "5149806196": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h25v03.006.2020018002434.hdf", + "size": "71070463" + }, + "5149804867": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h25v04.006.2020018002334.hdf", + "size": "79649430" + }, + "5149787589": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h25v05.006.2020018000928.hdf", + "size": "81950648" + }, + "5149799754": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h25v06.006.2020018002015.hdf", + "size": "74757673" + }, + "5149805458": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h26v03.006.2020018002356.hdf", + "size": "39244929" + }, + "5149805459": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h26v04.006.2020018002351.hdf", + "size": "85926645" + }, + "5149808082": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h26v05.006.2020018002546.hdf", + "size": "78452940" + }, + "5149787292": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h26v06.006.2020018000909.hdf", + "size": "69282386" + }, + "5149799574": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h27v04.006.2020018002004.hdf", + "size": "53579361" + }, + "5149789535": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h28v04.006.2020018001048.hdf", + "size": "10341828" + }, + "5149790695": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h29v05.006.2020018001131.hdf", + "size": "14863882" + }, + "5149803070": { + "url": "/archive/allData/6/MOD13A1/2020/001/MOD13A1.A2020001.h30v06.006.2020018002230.hdf", + "size": "2616347" + } +} \ No newline at end of file diff --git "a/data_download/\344\270\213\350\275\275modis\346\225\260\346\215\256/tobat.js" "b/data_download/\344\270\213\350\275\275modis\346\225\260\346\215\256/tobat.js" new file mode 100644 index 0000000..0e73df2 --- /dev/null +++ "b/data_download/\344\270\213\350\275\275modis\346\225\260\346\215\256/tobat.js" @@ -0,0 +1,16 @@ +// curl -# -H "Authorization: Bearer 授权码" "https://ladsweb.modaps.eosdis.nasa.gov/链接" -o MOD09.A2019210.0200.006.2019212020245.hdf +const fs = require('fs') +const q = require('./query.json') + +let getCmd = url => { + let surl = url.split('/'); + return `curl -# -H "Authorization: Bearer EC31A80C-6F0E-11EA-954F-A3165C627207" "https://ladsweb.modaps.eosdis.nasa.gov${url}" -o ${surl[surl.length - 1]}` +} +let out = []; +for (let i in q) { + if (q[i].url) { + out.push(getCmd(q[i].url)) + } +} + +fs.writeFileSync('./bat.bat', out.join('\r\n'), 'utf-8'); \ No newline at end of file diff --git "a/language_learning/R/\347\233\270\345\205\263\346\226\207\346\241\243.md" "b/language_learning/R/\347\233\270\345\205\263\346\226\207\346\241\243.md" new file mode 100644 index 0000000..31a9674 --- /dev/null +++ "b/language_learning/R/\347\233\270\345\205\263\346\226\207\346\241\243.md" @@ -0,0 +1 @@ +## [raster 库](https://cran.r-project.org/web/packages/raster/raster.pdf) \ No newline at end of file diff --git "a/language_learning/geotrellis/cat \347\233\270\345\205\263.md" "b/language_learning/geotrellis/cat \347\233\270\345\205\263.md" new file mode 100644 index 0000000..eb112cc --- /dev/null +++ "b/language_learning/geotrellis/cat \347\233\270\345\205\263.md" @@ -0,0 +1,11 @@ +# 参考网站如下 + +[https://scala.cool/tags/Cats/](https://scala.cool/tags/Cats/) + +[https://scala.cool/](https://scala.cool/) + +[http://eed3si9n.com/herding-cats/](http://eed3si9n.com/herding-cats/) + +[https://books.underscore.io/scala-with-cats/scala-with-cats.pdf](https://books.underscore.io/scala-with-cats/scala-with-cats.pdf) + +[https://github.com/kwame998/scala-with-cats](https://github.com/kwame998/scala-with-cats) \ No newline at end of file diff --git a/language_learning/geotrellis/cats/chapter11.md b/language_learning/geotrellis/cats/chapter11.md new file mode 100644 index 0000000..e54f0cc --- /dev/null +++ b/language_learning/geotrellis/cats/chapter11.md @@ -0,0 +1,253 @@ +# 第11章 + +## case 学习 : CRDTs + +- CRDTs 直接翻译是 通讯复制数据类型,和网上的 CRDT(Conflict-Free Replicated Data Type) 不是一个内容 + +### 在本个案例的学习中我们将探索 Commutaࢼve Replicated Data Types (CRDTs),这是一种数据结构能被用来协调最终一致的数据。 + + +## 11.1 种种一致性 + +### 如果机器被扩展到不止一台,如何管理这些书。 + +- 方案一是创建相同的数据视图到每一台机器上,但是缺点是同步时会很困难,无法处理多个机器上不同的最新数据(X) + +- 方案二是创建不同的数据视图到不同的机器上,问题是如何协调这些机器上的最终数据。 + +## 11.2 The GCounter (我们选用方案二进行) + +- 这是一个分布式的增量计数器 + +## 11.2.1 简单的计数器 + +### 假设有 A B 两个服务器需要对访客数量进行计数,计数器只存储一个 Int ,并从 0 开始。 + +```javascript +A:0 B:0 +--> 进来五个访问 +A:3 B:2 +--> 统计总和就是 A + B = 5 +A:5 B:5 // 这里本文的意思应该是统计和被同步为当前的计数 +--> 而后一个访客访问了 A +A:6 B:5 // 这时候总和被记录为了 6 + 5 = 11 显然是错误的 +``` + +![](./pic/11.2.1.jpg) + +## 11.2.2 GCounters + +### 让每一个机器都独立存储一个计数器,这个计数器记录了所有已知主机的访问数,他们的规则如下(假设只有 A B 两台服务器) + +- 计数器只能递增自己服务器的访问数 + +- 当要合并各个机器的数值时,只采用最大数值 + +```javascript +// 开始的状态 +let serverA = {A:0,B:0} +let serverB = {A:0,B:0} +// 这时候有三个访问A,两个访问B +// A+2 B+3 +serverA.A += 3; // {A:3,B:0} +serverB.B += 2; // {A:0,B:2} +// 如果需要合并两个服务器的值,有 +serverA.B = max(serverA.B,serverB.B); // {A:3,B:2} +serverB.A = max(serverB.A,serverA.A); // {A:3,B:2} +``` + +## 11.2.3 练习:GCounter Implementation + +### GCounter 可以是如下代码实现 + +```scala +final case class GCounter(counters: Map[String, Int]) { + def increment(machine: String, amount: Int) = { + val value = amount + counters.getOrElse(machine,0) + GCounter(counters + (machine -> value)) + } + def merge(that:GCounter):GCounter = { + GCounter(that.counters ++ this.counters.map{ + case(k,v) => + k -> (v max that.counters.getOrElese(k,0)) + }) + } + def total:Int = counters.values.sum +} +``` + +![](./pic/11.2.3.jpg) + +## 11.3 概括 (Generalisation) + +### GCounter 对自然是使用了以下的操作 + +- 加法(递增和求和) + +- 求最大值 + +- 标识元素0 (递增和合并数值) + +### 可以想到这里需要用到幺半群的一些特性,在第二章,可以看到合并操作 + + +``` +(a + b) + c == a + (b + c) +``` + +### 和标识元素 0 + +``` +0 + a == a + 0 == a +``` + +### 幂等操作,同样的数据反复计算后不会影响结果 + +``` +a max a == a +max 就是一个幂等操作 +``` + +| 方法 | 标识(identity) | 可交换性(commutative) | 联系性(Associative)|幂等性(Idempotent)| +|:--:|:--:|:--:|:--:|:--:| +|递增(increment)|Y|N|Y|N| +|合并(merge)|Y|Y|Y|Y| +|加和(total)|Y|Y|Y|N| + +### 从表格我们能看到 + +- 递增(increment) 需要 幺半群(monoid) + +- 加和(total) 需要 可交换的幺半群(commutative monoid) + +- 合并(merge) 需要 一个 幂等交换的幺半群(有界半格) + +![](./pic/Semilattices.jpg) + +## 11.3.1 Implementation + +### cats 提供了 幺半群(Monoid) 和 可交换幺半群(CommutativeMonoid) 的类型类(type class),但是没有提供有界半格(bounded semillattice),所以我们需要自己实现有界半格类型类 + +```scala +import cats.kernel.CommutativeMonid + +trait BoundedSemiLattice[A] extends CommutativeMonoid[A] { + def combine(a1:A,a2:A):A + def empty:A +} +``` + +### BoundedSemiLattice[A] 继承自 CommutativeMonoid[A],因为有界半格是一个可交换的幺半群,确切的讲是一个可交换的幂等 + +## 11.3.2 实现 Int 和 Set 的有界半格 + +```scala +object BoundedSemiLattice { + implicit val intInstance:BoundedSemiLattice[Int] = + new BoundedSemiLattice[Int] { + def combine(a1:Int,a2:Int):Int = + a1 max a2 + def empty:Int = 0 + } + implicit val setInstance:BoundedSemiLattice[A] = + new BoundedSemiLattice[Set[A]] { + def combine(a1:Set[A],a2:Set[A]):Set[A] = + a1 union a2 + def empty:Int = Set.empty[A] + } +} +``` + +## 11.3.3 Generic GCounter + +![](./pic/11.3.3.jpg) + +## 11.4 抽象 GCounter 为一个 类型类 + +### 将 GCounter 进行抽象,使得能满足更多的情况,map的key和value需要用泛型标记为两种类型,所以需要两个泛型类型 + +```scala +trait GCounter[F[_,_],K,V] { + def increment(f: F[K,V])(k: K,v: V) + (implicit m:CommutativeMonoid[V]):F[K,V] + + def merge(f1: F[K,V],f2: F[K,V]) + (implicit m:BoundedSemiLattice[V]):F[K,V] + + def total(f: F[K,V]) + (implicit m:CommutativeMonoid[V]): V +} + +object GCounter { + def apply[F[_,_],K,V] + (implicit counter:GCounter[F,K,V]) = + counter +} +// 下面是一个完整的实例 +import cats.instances.list._ // for Monoid +import cats.instances.map._ // for Monoid +import cats.syntax.semigroup._ // for |+| +import cats.syntax.foldable._ // for combineAll + +implicit def mapInstance[K,V]:GCounter[Map,K,V] = + new GCounter[Map,K,V] { + def increment(map: Map[K, V])(key: K,value: V)m + (implicit m: CommutativeMonoid[V]): Map[K,V] = { + val total = map.getOrElse(key, m.empty) |+| value + map + (key -> total) + } + + def merge(map1:Map[K, V],map2: Map[K,V]) + (implicit b: BoundedSemiLattice[V]): Map[K,V] = + map1 |+| map2 + + def total(map: Map[K,V]) + (implicit m: CommutativeMonoid[V]): V = + map.values.toList.combineAll + } +``` + +### 完整的可运行代码在这里[获取](https://gitee.com/IBAS0742/shareCode/blob/master/bigData/GCounter.scala) + +## 11.5 抽象键值存取 + +### 上面的抽象方案看起来依旧不是很满意,大部分内容无法复用,这里我们将重心转移到键值的存取上,抽象代码如下 + +```scala +trait KeyValueStore[F[_,_]] { + def put[K,V](f: F[K,V])(k: K,v: V): F[K,V] + + def get[K,V](f: F[K,V])(k: K): Option[V] + + def getOrElse[K,V](f: F[K,V])(k: K, default: V): V = + get(f)(k).getOrElse(default) + + def values[K,V](f: F[K,V]): List[V] +} +// 实现对应的 map 实例 +implicit val mapInstance: KeyValueStore[Map] = + new KeyValueStore[Map] { + def put[K,V](f: Map[K,v])(K: k,v: V): Map[K,V] + = f + (k -> v) + + def get[K,V](f: Map[K,V])(k: K):Option[V] = + f.get(k) + + override def getOrElse[K,V](f: Map[K,V]) + (k: K,default: V):V = + f.getOrElse(k,default) + + def values[K,V](f:Map[K,V]): List[V] = + f.values.toList + } +``` + +### 编写完上面这个接口后,我们可以定义其隐式类 + +```scala +implicit class KvsOps[F[_,_],K,V](f: F[K,V]) {...} +// 然后替换 gcounterInstance 中的 键值方法 +``` + +## 11.6 总结 + +### 本章了解如何使用类型类在 scala 中进行 简单的 CRDT 建模(即实现 GCounter的过程) \ No newline at end of file diff --git a/language_learning/geotrellis/cats/pic/11.2.1.jpg b/language_learning/geotrellis/cats/pic/11.2.1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..078fc385cc66e07e35d97abcfc684af84f1f99c0 GIT binary patch literal 125742 zcmbrlbyOU`A2p1$P@uSbafc$sU5mS0fnqH##aW6JhvF{9i@Uo!#ht}vafgLvpY8W& z@B8ob1Xra8cgqEkt zNyj?CL|z9dr0d7Y=T|Xxa7ac;&XD!z?5D$AI1UqkOijLuowfN;0^_iB4el0_5Mxc8 z#BfhE9-ef8O)3Lp4VHvN4=Ms09ky^dKH82~cW>{o$PO_#V&Bs$9H387`^o*ZqwKD7 zr7gRn2{>@iE#j~6RQP4ypv+&p4TMVx*o%AxtKz?tc-wcZzcv1M`T{SB_n$l*T*>P< z>i;X{61M 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z8`<9J*`ZKV-AKZBBjhU-z4GUp-Z9K```uB#3%s`mqyvH{K|S+)qeo%ypvz32JCz$k zZcevG`7(tc#xgyn+j*Dp>4Owh{$doOFe$p@1QN(t(%FvWjp}Z_-FDO-`lmi#Kl+1q zo;51671PH_pfXpBhB+(d(G;|J&RPG->uO=G4j$78KUiD-xCz6400a%IvXfhSZs!)<@)r% z7EYcP-1fs-C^cTmg&pc3G^w==({#8eDfb(MzlFYvV3OMF@FAy7eq2SXgl%2ltU&yr zmwqyJpxxNSb~5!W$gYIkJenU|cYGN|7UoG;5(Z7r>sYf<+#0%P*TNk<$zdF|4x*-(<$b$E#)f;$AxX*G=aH0AWB{I{bYz9K`{Ns^YNUS~Qm8 z2LZPjjv`*5=q#MUlx7^k(%R+2zN-CwD&`*S?c?CnDOg%HhpJ=Wk!#{rilT)JQHErm zrF-|5^Hi&b7a@;`o@oju!|X~40!8G#D%q9Dna(!YVupDbeD+g|mrhL+!acv1;+wyqGC5R}S?9R({q15348o zVzq-4N>IL8k0K4)MnigjW;h0Xy%Y?$Dy_C&zsM|jhj^7#p#%>OB6mlaka+XFFz`6Y z6qDLLyJpb^I6XNevEI=+L?(QU=USTEPgGj+4KpM$?5RoCg3jvBs<9DLqUuUFiO|N2 zsIDA?D{=Yr{SEH zUq`vEMvN2=s+<0+rA1_ojM{qCQaHj2pf8oJ+2QCY=~>YWAw%SD?XW@{K#FlX`YM8+ zi`qm18xiKJrbHHDm~FXvS~syRDgxEWz&er{P$J;IDCU+ zW2;vRMl(RHgspvHGM;pR1IBvv}N*m~S0l$Ejv_nKo9@_X6oF|Q@Ms3!qi1@@od^DhHpl#m&E https://cran.r-project.org/bin/windows/Rtools/ +install.packages('devtools') +library(devtools) +https://github.com/diminutive/rgdalwinhdf4 + +将hdf4转hdf5 +https://pjbartlein.github.io/REarthSysSci/hdf5_intro.html#convert-an-hdf4-file-to-hdf5 + +modis 包 可以读写hdf4 +github.com/MatMatt/MODIS +https://cran.r-project.org/web/packages/MODIS/MODIS.pdf + +hdf5 官方文档 +https://support.hdfgroup.org/HDF5/doc/RM/RM_H5D.html + +http://hdfeos.org/software/h4cflib.php + +mrt 教程 +https://blog.csdn.net/suiluochenghu/article/details/79648980 + +图像任意四边形变换 +https://www.cnblogs.com/HopeGi/p/3428425.html + +hdf4 +http://luyutao.com/2016/03/23/csharp-read-hdf4.html + +go excelize 中文文档 +https://xuri.me/excelize/zh-hans/ + +go 通过文件头判别文件类型 +https://www.cnblogs.com/enjong/articles/10741244.html + +python +http://www.python3.vip/doc/tutorial/python/level2/excel/ + +c# 调用系统api +https://www.wlyc.cn/post-92.html + +go base64 和 []byte 转换 +https://gobyexample.com/base64-encoding + +hdf4 h5 互转工具 +https://support.hdfgroup.org/ftp/HDF5/h4toh5/bin/ +使用文档 +https://support.hdfgroup.org/ftp/HDF5/releases/tools/h4toh5/h4toh5-2.2.3/src/unpacked/doc/h4toh5lib_RM.html#Tools-CommandLineUtilities + +hdfview2.1.4 下载位置(登录) +https://support.hdfgroup.org/products/java/release/download.html +hdfview3.1.0 下载位置 + +C# pictuerbox 平移代码 +https://code5.cn/so/c%23/1103256 + +c# HDF4 封装库(该代码库有小bug,需要修复) +https://github.com/configare/hispeed + +CALIPSO 官方代码 +http://hdfeos.org/zoo/index_openLaRC_Examples.php#CALIPSO +其他 +http://hdfeos.org/forums/showthread.php?t=710&page=3 +nasa GitHub 代码 +https://github.com/NASA-DEVELOP/VOCAL +和NASA GitHub 代码比较接近的 python 代码 +https://github.com/Newton-Climate/CALIPSO_scripts/blob/master/vfm_type.m + +python 安装 matplotlib 失败 +python -m pip install -U matplotlib + +R语言矩阵操作 +t(M) 转置m矩阵 +flip(M,'x') x方向翻转矩阵M + +安装 docker hadoop +https://www.jianshu.com/p/0966824997f5 + +Scala Left and Right +https://colobu.com/2015/06/11/Scala-Either-Left-And-Right/ + +con +https://www.cogeo.org/ + +让腾讯会议说话和放视频带耳机时都有声音 +https://blog.csdn.net/x_1203/article/details/105439771 +https://jingyan.baidu.com/article/a24b33cd4dc68258ff002b0d.html diff --git "a/\351\201\245\346\204\237\345\275\261\345\203\217\345\244\204\347\220\206/mrt \346\217\220\345\217\226 modis \351\201\245\346\204\237\345\275\261\345\203\217.md" "b/\351\201\245\346\204\237\345\275\261\345\203\217\345\244\204\347\220\206/mrt \346\217\220\345\217\226 modis \351\201\245\346\204\237\345\275\261\345\203\217.md" new file mode 100644 index 0000000..db3d338 --- /dev/null +++ "b/\351\201\245\346\204\237\345\275\261\345\203\217\345\244\204\347\220\206/mrt \346\217\220\345\217\226 modis \351\201\245\346\204\237\345\275\261\345\203\217.md" @@ -0,0 +1,7 @@ +modis 可以如图设置,导出的 tif 在 arcgis 中就是矩形的 + +![](./pic/mrt_setting.png) + +如果需要裁剪,需要对应的 shp 和 tif 投影一致 + +![](./pic/clipAndSetPrj.png) diff --git "a/\351\201\245\346\204\237\345\275\261\345\203\217\345\244\204\347\220\206/pic/clipAndSetPrj.png" 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