├── .gitignore ├── README.md ├── code_examples ├── clj-example.clj │ ├── .gitignore │ ├── LICENSE │ ├── README.md │ ├── doc │ │ └── intro.md │ ├── project.clj │ ├── resources │ │ └── data.csv │ ├── src │ │ └── clj_example │ │ │ └── clj.clj │ └── test │ │ └── clj_example │ │ └── clj_test.clj ├── data.csv ├── example.py └── example_functional.py ├── img ├── (.png ├── clj-def-fn.png ├── clj-defn.png ├── clj-example.png ├── clj-map.png ├── clj_conj.png ├── clj_def.png ├── clj_list.png ├── clj_map.png ├── clj_set.png ├── clj_vector.png ├── lein_new.png ├── lein_repl.png ├── lein_run.png ├── lein_test.png ├── lein_uberjar.png ├── lisp_cycles.png ├── python-fun-lambda.png ├── python-iter.png ├── python-lambda.png ├── python_example.png ├── python_fun_ex.png ├── python_lc.png └── python_tuple.png ├── python_to_clojure.odp └── python_to_clojure.pdf /.gitignore: -------------------------------------------------------------------------------- 1 | *.*~ 2 | *# 3 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | FROM PYTHON TO CLOJURE 2 | ======= 3 | 4 | Resources + tools for pythonistas interested in Clojure and FP 5 | ------- 6 | 7 | ###Refs from the poster 8 | 9 | ####References: 10 | 11 | 1. [Leiningen](http://leiningen.org) 12 | 2. [4 clojure](http://4clojure.com) 13 | 3. [Clojure Koans](http://clojurekoans.com) 14 | 4. [Clojurescript Koans](http://clojurescriptkoans.com) 15 | 5. [Clojure katas](http://github.com/gigasquid/wonderland-clojure-katas) 16 | 6. [ClojureBridge](http://clojurebridge.org) 17 | 18 | 19 | ####Other resources: 20 | 21 | * [Clojure docs](http://clojuredocs.org) 22 | * [More on Java](http://www.flyingmachinestudios.com/programming/how-clojure-babies-are-made-the-java-cycle/) 23 | * [More on Leiningen](http://www.flyingmachinestudios.com/programming/how-clojure-babies-are-made-what-leiningen-is/) 24 | * [Imperative vs functional](https://joshldavis.com/2013/09/30/difference-between-imperative-and-functional-part-1/) 25 | * [Python to Clojure](http://zachcp.org/blog/2015/python-to-clojure/) 26 | 27 | 28 | ###CLOJURE 29 | 30 | ####Learning the language and concepts: 31 | * [The beauty of Clojure](http://owenrh.me.uk/blog/2015/08/24/) 32 | * [ClojureBridge docs](http://clojurebridge.github.io/community-docs/index.html) 33 | * [Clojure for the Brave and True](http://www.braveclojure.com) 34 | * [Programming to abstractions](http://www.braveclojure.com/core-functions-in-depth/#1__Programming_to_Abstractions) 35 | * [Destructuring](http://blog.jayfields.com/2010/07/clojure-destructuring.html) 36 | * [Lazy sequences](http://www.braveclojure.com/core-functions-in-depth/#2_3__Lazy_Seqs) 37 | * [On concurrency and parallel programming](http://www.braveclojure.com/concurrency/) 38 | * [ClojureScript: Clojure to JS](https://github.com/clojure/clojurescript) 39 | 40 | 41 | ####Tools and libraries: 42 | * [Clojure toolbox](http://www.clojure-toolbox.com/) 43 | 44 | ####EMACS related: 45 | * [Emacs Clojure Mode](https://github.com/clojure-emacs/clojure-mode) 46 | * [Emacs CIDER repl](https://github.com/clojure-emacs/cider) 47 | * [HTML with Clojure: Hiccup](https://github.com/weavejester/hiccup) 48 | 49 | ####Other text editors: 50 | * [Clojure in Vim](http://www.neo.com/2014/02/25/getting-started-with-clojure-in-vim) 51 | * [LightTable](http://lighttable.com/) 52 | * [Cursive](https://cursiveclojure.com/) 53 | * [NightCode](https://sekao.net/nightcode/) 54 | 55 | ####Notebooks: 56 | * [Gorilla repl](http://gorilla-repl.org/index.html) 57 | * [Jupyter Clojure kernel](https://github.com/roryk/ipython-clojure) 58 | * [Beaker notebook](http://beakernotebook.com/index) 59 | 60 | 61 | ###PYTHON 62 | 63 | ####Functional programming in Python: 64 | * [Functional programming HOWTO (Python 2)](http://docs.python.org/2/howto/functional.html) 65 | * [Python practice book](http://anandology.com/python-practice-book/functional-programming.html) 66 | * [Python functional tutorial](http://thenewcircle.com/static/bookshelf/python_fundamentals_tutorial/functional_programming.html) 67 | * [Functional programming modules (Python 3)](http://docs.python.org/3/library/functional.html) 68 | * [Fn.py: library with extra FP capabilities](https://github.com/kachayev/fn.py) 69 | * [Pyrsistent: immutable data structures](http://pypi.python.org/pypi/pyrsistent/) 70 | 71 | ####Hy: Lisp-like Python dialect (with a cute mascot) 72 | * [Hy's docs](http://docs.hylang.org/en/latest/) 73 | * [Jupyter Hy kernel](https://github.com/bollwyvl/hy_kernel/) 74 | 75 | 76 | 77 | 78 | ------------------ 79 | 80 | 81 | Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License. 82 | -------------------------------------------------------------------------------- /code_examples/clj-example.clj/.gitignore: -------------------------------------------------------------------------------- 1 | /target 2 | /classes 3 | /checkouts 4 | pom.xml 5 | pom.xml.asc 6 | *.jar 7 | *.class 8 | /.lein-* 9 | /.nrepl-port 10 | -------------------------------------------------------------------------------- /code_examples/clj-example.clj/LICENSE: -------------------------------------------------------------------------------- 1 | THE ACCOMPANYING PROGRAM IS PROVIDED UNDER THE TERMS OF THIS ECLIPSE PUBLIC 2 | LICENSE ("AGREEMENT"). ANY USE, REPRODUCTION OR DISTRIBUTION OF THE PROGRAM 3 | CONSTITUTES RECIPIENT'S ACCEPTANCE OF THIS AGREEMENT. 4 | 5 | 1. DEFINITIONS 6 | 7 | "Contribution" means: 8 | 9 | a) in the case of the initial Contributor, the initial code and 10 | documentation distributed under this Agreement, and 11 | 12 | b) in the case of each subsequent Contributor: 13 | 14 | i) changes to the Program, and 15 | 16 | ii) additions to the Program; 17 | 18 | where such changes and/or additions to the Program originate from and are 19 | distributed by that particular Contributor. A Contribution 'originates' from 20 | a Contributor if it was added to the Program by such Contributor itself or 21 | anyone acting on such Contributor's behalf. Contributions do not include 22 | additions to the Program which: (i) are separate modules of software 23 | distributed in conjunction with the Program under their own license 24 | agreement, and (ii) are not derivative works of the Program. 25 | 26 | "Contributor" means any person or entity that distributes the Program. 27 | 28 | "Licensed Patents" mean patent claims licensable by a Contributor which are 29 | necessarily infringed by the use or sale of its Contribution alone or when 30 | combined with the Program. 31 | 32 | "Program" means the Contributions distributed in accordance with this 33 | Agreement. 34 | 35 | "Recipient" means anyone who receives the Program under this Agreement, 36 | including all Contributors. 37 | 38 | 2. GRANT OF RIGHTS 39 | 40 | a) Subject to the terms of this Agreement, each Contributor hereby grants 41 | Recipient a non-exclusive, worldwide, royalty-free copyright license to 42 | reproduce, prepare derivative works of, publicly display, publicly perform, 43 | distribute and sublicense the Contribution of such Contributor, if any, and 44 | such derivative works, in source code and object code form. 45 | 46 | b) Subject to the terms of this Agreement, each Contributor hereby grants 47 | Recipient a non-exclusive, worldwide, royalty-free patent license under 48 | Licensed Patents to make, use, sell, offer to sell, import and otherwise 49 | transfer the Contribution of such Contributor, if any, in source code and 50 | object code form. This patent license shall apply to the combination of the 51 | Contribution and the Program if, at the time the Contribution is added by the 52 | Contributor, such addition of the Contribution causes such combination to be 53 | covered by the Licensed Patents. The patent license shall not apply to any 54 | other combinations which include the Contribution. No hardware per se is 55 | licensed hereunder. 56 | 57 | c) Recipient understands that although each Contributor grants the licenses 58 | to its Contributions set forth herein, no assurances are provided by any 59 | Contributor that the Program does not infringe the patent or other 60 | intellectual property rights of any other entity. Each Contributor disclaims 61 | any liability to Recipient for claims brought by any other entity based on 62 | infringement of intellectual property rights or otherwise. As a condition to 63 | exercising the rights and licenses granted hereunder, each Recipient hereby 64 | assumes sole responsibility to secure any other intellectual property rights 65 | needed, if any. For example, if a third party patent license is required to 66 | allow Recipient to distribute the Program, it is Recipient's responsibility 67 | to acquire that license before distributing the Program. 68 | 69 | d) Each Contributor represents that to its knowledge it has sufficient 70 | copyright rights in its Contribution, if any, to grant the copyright license 71 | set forth in this Agreement. 72 | 73 | 3. REQUIREMENTS 74 | 75 | A Contributor may choose to distribute the Program in object code form under 76 | its own license agreement, provided that: 77 | 78 | a) it complies with the terms and conditions of this Agreement; and 79 | 80 | b) its license agreement: 81 | 82 | i) effectively disclaims on behalf of all Contributors all warranties and 83 | conditions, express and implied, including warranties or conditions of title 84 | and non-infringement, and implied warranties or conditions of merchantability 85 | and fitness for a particular purpose; 86 | 87 | ii) effectively excludes on behalf of all Contributors all liability for 88 | damages, including direct, indirect, special, incidental and consequential 89 | damages, such as lost profits; 90 | 91 | iii) states that any provisions which differ from this Agreement are offered 92 | by that Contributor alone and not by any other party; and 93 | 94 | iv) states that source code for the Program is available from such 95 | Contributor, and informs licensees how to obtain it in a reasonable manner on 96 | or through a medium customarily used for software exchange. 97 | 98 | When the Program is made available in source code form: 99 | 100 | a) it must be made available under this Agreement; and 101 | 102 | b) a copy of this Agreement must be included with each copy of the Program. 103 | 104 | Contributors may not remove or alter any copyright notices contained within 105 | the Program. 106 | 107 | Each Contributor must identify itself as the originator of its Contribution, 108 | if any, in a manner that reasonably allows subsequent Recipients to identify 109 | the originator of the Contribution. 110 | 111 | 4. COMMERCIAL DISTRIBUTION 112 | 113 | Commercial distributors of software may accept certain responsibilities with 114 | respect to end users, business partners and the like. While this license is 115 | intended to facilitate the commercial use of the Program, the Contributor who 116 | includes the Program in a commercial product offering should do so in a 117 | manner which does not create potential liability for other Contributors. 118 | Therefore, if a Contributor includes the Program in a commercial product 119 | offering, such Contributor ("Commercial Contributor") hereby agrees to defend 120 | and indemnify every other Contributor ("Indemnified Contributor") against any 121 | losses, damages and costs (collectively "Losses") arising from claims, 122 | lawsuits and other legal actions brought by a third party against the 123 | Indemnified Contributor to the extent caused by the acts or omissions of such 124 | Commercial Contributor in connection with its distribution of the Program in 125 | a commercial product offering. The obligations in this section do not apply 126 | to any claims or Losses relating to any actual or alleged intellectual 127 | property infringement. In order to qualify, an Indemnified Contributor must: 128 | a) promptly notify the Commercial Contributor in writing of such claim, and 129 | b) allow the Commercial Contributor tocontrol, and cooperate with the 130 | Commercial Contributor in, the defense and any related settlement 131 | negotiations. The Indemnified Contributor may participate in any such claim 132 | at its own expense. 133 | 134 | For example, a Contributor might include the Program in a commercial product 135 | offering, Product X. That Contributor is then a Commercial Contributor. If 136 | that Commercial Contributor then makes performance claims, or offers 137 | warranties related to Product X, those performance claims and warranties are 138 | such Commercial Contributor's responsibility alone. Under this section, the 139 | Commercial Contributor would have to defend claims against the other 140 | Contributors related to those performance claims and warranties, and if a 141 | court requires any other Contributor to pay any damages as a result, the 142 | Commercial Contributor must pay those damages. 143 | 144 | 5. NO WARRANTY 145 | 146 | EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, THE PROGRAM IS PROVIDED ON 147 | AN "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, EITHER 148 | EXPRESS OR IMPLIED INCLUDING, WITHOUT LIMITATION, ANY WARRANTIES OR 149 | CONDITIONS OF TITLE, NON-INFRINGEMENT, MERCHANTABILITY OR FITNESS FOR A 150 | PARTICULAR PURPOSE. Each Recipient is solely responsible for determining the 151 | appropriateness of using and distributing the Program and assumes all risks 152 | associated with its exercise of rights under this Agreement , including but 153 | not limited to the risks and costs of program errors, compliance with 154 | applicable laws, damage to or loss of data, programs or equipment, and 155 | unavailability or interruption of operations. 156 | 157 | 6. DISCLAIMER OF LIABILITY 158 | 159 | EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, NEITHER RECIPIENT NOR ANY 160 | CONTRIBUTORS SHALL HAVE ANY LIABILITY FOR ANY DIRECT, INDIRECT, INCIDENTAL, 161 | SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING WITHOUT LIMITATION 162 | LOST PROFITS), HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN 163 | CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) 164 | ARISING IN ANY WAY OUT OF THE USE OR DISTRIBUTION OF THE PROGRAM OR THE 165 | EXERCISE OF ANY RIGHTS GRANTED HEREUNDER, EVEN IF ADVISED OF THE POSSIBILITY 166 | OF SUCH DAMAGES. 167 | 168 | 7. GENERAL 169 | 170 | If any provision of this Agreement is invalid or unenforceable under 171 | applicable law, it shall not affect the validity or enforceability of the 172 | remainder of the terms of this Agreement, and without further action by the 173 | parties hereto, such provision shall be reformed to the minimum extent 174 | necessary to make such provision valid and enforceable. 175 | 176 | If Recipient institutes patent litigation against any entity (including a 177 | cross-claim or counterclaim in a lawsuit) alleging that the Program itself 178 | (excluding combinations of the Program with other software or hardware) 179 | infringes such Recipient's patent(s), then such Recipient's rights granted 180 | under Section 2(b) shall terminate as of the date such litigation is filed. 181 | 182 | All Recipient's rights under this Agreement shall terminate if it fails to 183 | comply with any of the material terms or conditions of this Agreement and 184 | does not cure such failure in a reasonable period of time after becoming 185 | aware of such noncompliance. If all Recipient's rights under this Agreement 186 | terminate, Recipient agrees to cease use and distribution of the Program as 187 | soon as reasonably practicable. However, Recipient's obligations under this 188 | Agreement and any licenses granted by Recipient relating to the Program shall 189 | continue and survive. 190 | 191 | Everyone is permitted to copy and distribute copies of this Agreement, but in 192 | order to avoid inconsistency the Agreement is copyrighted and may only be 193 | modified in the following manner. The Agreement Steward reserves the right to 194 | publish new versions (including revisions) of this Agreement from time to 195 | time. No one other than the Agreement Steward has the right to modify this 196 | Agreement. The Eclipse Foundation is the initial Agreement Steward. The 197 | Eclipse Foundation may assign the responsibility to serve as the Agreement 198 | Steward to a suitable separate entity. Each new version of the Agreement will 199 | be given a distinguishing version number. The Program (including 200 | Contributions) may always be distributed subject to the version of the 201 | Agreement under which it was received. In addition, after a new version of 202 | the Agreement is published, Contributor may elect to distribute the Program 203 | (including its Contributions) under the new version. Except as expressly 204 | stated in Sections 2(a) and 2(b) above, Recipient receives no rights or 205 | licenses to the intellectual property of any Contributor under this 206 | Agreement, whether expressly, by implication, estoppel or otherwise. All 207 | rights in the Program not expressly granted under this Agreement are 208 | reserved. 209 | 210 | This Agreement is governed by the laws of the State of New York and the 211 | intellectual property laws of the United States of America. No party to this 212 | Agreement will bring a legal action under this Agreement more than one year 213 | after the cause of action arose. Each party waives its rights to a jury trial 214 | in any resulting litigation. 215 | -------------------------------------------------------------------------------- /code_examples/clj-example.clj/README.md: -------------------------------------------------------------------------------- 1 | # clj-example.clj 2 | 3 | FIXME: description 4 | 5 | ## Installation 6 | 7 | Download from http://example.com/FIXME. 8 | 9 | ## Usage 10 | 11 | FIXME: explanation 12 | 13 | $ java -jar clj-example.clj-0.1.0-standalone.jar [args] 14 | 15 | ## Options 16 | 17 | FIXME: listing of options this app accepts. 18 | 19 | ## Examples 20 | 21 | ... 22 | 23 | ### Bugs 24 | 25 | ... 26 | 27 | ### Any Other Sections 28 | ### That You Think 29 | ### Might be Useful 30 | 31 | ## License 32 | 33 | Copyright © 2015 FIXME 34 | 35 | Distributed under the Eclipse Public License either version 1.0 or (at 36 | your option) any later version. 37 | -------------------------------------------------------------------------------- /code_examples/clj-example.clj/doc/intro.md: -------------------------------------------------------------------------------- 1 | # Introduction to clj-example.clj 2 | 3 | TODO: write [great documentation](http://jacobian.org/writing/what-to-write/) 4 | -------------------------------------------------------------------------------- /code_examples/clj-example.clj/project.clj: -------------------------------------------------------------------------------- 1 | (defproject clj-example.clj "0.1.0-SNAPSHOT" 2 | :description "FIXME: write description" 3 | :url "http://example.com/FIXME" 4 | :license {:name "Eclipse Public License" 5 | :url "http://www.eclipse.org/legal/epl-v10.html"} 6 | :dependencies [[org.clojure/clojure "1.6.0"]] 7 | :main ^:skip-aot clj-example.clj 8 | :target-path "target/%s" 9 | :profiles {:uberjar {:aot :all}}) 10 | -------------------------------------------------------------------------------- /code_examples/clj-example.clj/resources/data.csv: -------------------------------------------------------------------------------- 1 | continent,Country iso,Country name,disaster subgroup,occurrence,Total deaths,Affected,Injured,Homeless,Total affected,Total damage 2 | Africa,DZA,Algeria,Geophysical,1,6,0,420,0,420,0 3 | Africa,BFA,Burkina Faso,Climatological,1,0,4000000,0,0,4000000,0 4 | Africa,BDI,Burundi,Hydrological,1,96,0,182,12500,12682,0 5 | Africa,CMR,Cameroon,Biological,1,77,1680,0,0,1680,0 6 | Africa,CMR,Cameroon,Hydrological,1,0,2120,0,1380,3500,0 7 | Africa,CPV,Cape Verde Is,Geophysical,1,0,980,0,0,980,0 8 | Africa,COM,Comoros,Geophysical,1,0,10000,0,0,10000,0 9 | Africa,COM,Comoros,Meteorological,1,0,9511,0,0,9511,0 10 | Africa,CIV,Cote d'Ivoire,Hydrological,1,39,0,0,0,0,0 11 | Africa,GMB,Gambia The,Biological,1,0,0,0,0,0,0 12 | Africa,GHA,Ghana,Biological,1,214,26858,0,0,26858,0 13 | Africa,GIN,Guinea,Biological,1,1871,2868,0,0,2868,0 14 | Africa,KEN,Kenya,Climatological,1,0,1600000,0,0,1600000,0 15 | Africa,LSO,Lesotho,Meteorological,1,0,0,0,2600,2600,0 16 | Africa,LBR,Liberia,Biological,1,3613,8464,0,0,8464,0 17 | Africa,MDG,Madagascar,Meteorological,1,17,0,0,1736,1736,0 18 | Africa,MWI,Malawi,Hydrological,1,0,44850,0,0,44850,0 19 | Africa,MLI,Mali,Biological,1,6,7,0,0,7,0 20 | Africa,MAR,Morocco,Hydrological,1,11,0,0,0,0,0 21 | Africa,MAR,Morocco,Meteorological,2,38,117000,0,0,117000,450000 22 | Africa,MOZ,Mozambique,Hydrological,4,22,143760,76,0,143836,0 23 | Africa,NER,Niger,Biological,2,20,5,183,0,188,0 24 | Africa,NER,Niger,Hydrological,1,36,165578,0,0,165578,0 25 | Africa,NGA,Nigeria,Biological,2,186,12244,0,0,12244,0 26 | Africa,NGA,Nigeria,Hydrological,1,15,10000,0,0,10000,0 27 | Africa,SEN,Senegal,Biological,1,0,1,0,0,1,0 28 | Africa,SYC,Seychelles,Hydrological,1,0,4435,0,0,4435,0 29 | Africa,SLE,Sierra Leone,Biological,1,3108,10273,0,0,10273,0 30 | Africa,SOM,Somalia,Climatological,1,0,350000,0,0,350000,0 31 | Africa,SOM,Somalia,Hydrological,1,0,21000,0,0,21000,0 32 | Africa,ZAF,South Africa,Geophysical,1,1,2000,2,0,2002,0 33 | Africa,ZAF,South Africa,Hydrological,1,32,7185,0,0,7185,85000 34 | Africa,SSD,South Sudan,Biological,2,149,5900,586,0,6486,0 35 | Africa,SDN,Sudan,Hydrological,1,77,260000,227,0,260227,0 36 | Africa,SWZ,Swaziland,Hydrological,1,11,400,0,0,400,0 37 | Africa,TZA,Tanzania Uni Rep,Hydrological,2,31,40000,0,0,40000,0 38 | Africa,COD,Zaire/Congo Dem Rep,Biological,1,49,0,17,0,17,0 39 | Africa,COD,Zaire/Congo Dem Rep,Hydrological,2,41,0,0,3750,3750,0 40 | Africa,ZMB,Zambia,Hydrological,1,0,0,0,20000,20000,0 41 | Africa,ZWE,Zimbabwe,Hydrological,2,14,2500,2,0,2502,20000 42 | Americas,ARG,Argentina,Hydrological,3,27,5553,0,0,5553,62000 43 | Americas,BOL,Bolivia,Climatological,1,0,51180,0,0,51180,0 44 | Americas,BOL,Bolivia,Hydrological,1,64,0,0,150000,150000,100000 45 | Americas,BRA,Brazil,Climatological,1,0,0,0,0,0,5000000 46 | Americas,BRA,Brazil,Hydrological,3,45,550600,52,0,550652,0 47 | Americas,CAN,Canada,Meteorological,1,0,0,0,0,0,0 48 | Americas,CHL,Chile,Climatological,1,12,17500,500,0,18000,34000 49 | Americas,CHL,Chile,Geophysical,2,12,1027224,0,0,1027224,200000 50 | Americas,COL,Colombia,Hydrological,4,77,54214,0,0,54214,0 51 | Americas,COL,Colombia,Meteorological,1,11,0,18,0,18,0 52 | Americas,DOM,Dominican Rep,Hydrological,1,1,300,0,0,300,0 53 | Americas,ECU,Ecuador,Geophysical,1,3,0,18,0,18,0 54 | Americas,SLV,El Salvador,Biological,2,4,12906,0,0,12906,0 55 | Americas,GTM,Guatemala,Climatological,1,0,1180000,0,0,1180000,58000 56 | Americas,GTM,Guatemala,Geophysical,1,1,53611,274,9940,63825,0 57 | Americas,GTM,Guatemala,Hydrological,1,0,0,0,0,0,0 58 | Americas,GTM,Guatemala,Meteorological,1,5,100000,0,0,100000,0 59 | Americas,HTI,Haiti,Biological,1,0,68111,0,0,68111,0 60 | Americas,HTI,Haiti,Hydrological,1,12,30000,0,0,30000,0 61 | Americas,HND,Honduras,Climatological,1,0,931555,0,0,931555,0 62 | Americas,HND,Honduras,Hydrological,2,4,23000,0,0,23000,1400 63 | Americas,JAM,Jamaica,Climatological,1,0,91545,0,0,91545,0 64 | Americas,MEX,Mexico,Geophysical,2,3,27381,0,0,27381,0 65 | Americas,MEX,Mexico,Meteorological,6,15,69000,135,0,69135,2539500 66 | Americas,NIC,Nicaragua,Geophysical,1,2,2375,266,0,2641,0 67 | Americas,NIC,Nicaragua,Hydrological,1,0,60345,0,0,60345,0 68 | Americas,PAN,Panama,Hydrological,1,9,116,0,0,116,0 69 | Americas,PRY,Paraguay,Hydrological,1,0,231360,0,0,231360,0 70 | Americas,PER,Peru,Geophysical,1,8,600,4,0,604,0 71 | Americas,PER,Peru,Hydrological,1,0,6300,0,2700,9000,0 72 | Americas,PRI,Puerto Rico,Hydrological,1,1,0,0,0,0,0 73 | Americas,USA,United States,Climatological,2,2,429,0,0,429,4100000 74 | Americas,USA,United States,Geophysical,1,1,3360,172,0,3532,1000000 75 | Americas,USA,United States,Hydrological,2,41,0,0,150,150,100000 76 | Americas,USA,United States,Meteorological,12,169,834,250,30,1114,10716000 77 | Asia,AFG,Afghanistan,Hydrological,2,512,140000,135,10000,150135,0 78 | Asia,AFG,Afghanistan,Meteorological,1,63,0,0,0,0,0 79 | Asia,BGD,Bangladesh,Hydrological,1,59,2800000,447,0,2800447,150000 80 | Asia,BGD,Bangladesh,Meteorological,2,20,6250,12,0,6262,0 81 | Asia,KHM,Cambodia,Hydrological,1,45,57950,0,0,57950,0 82 | Asia,CHN,China P Rep,Climatological,1,0,27500000,0,0,27500000,0 83 | Asia,CHN,China P Rep,Geophysical,7,737,2431778,3874,0,2435652,6325000 84 | Asia,CHN,China P Rep,Hydrological,12,381,17072700,0,420385,17493085,8237000 85 | Asia,CHN,China P Rep,Meteorological,8,128,10980250,189,36255,11016694,8612973 86 | Asia,GEO,Georgia,Hydrological,1,0,120,0,0,120,0 87 | Asia,IND,India,Hydrological,9,795,4076500,0,650000,4726500,16163000 88 | Asia,IND,India,Meteorological,5,118,929610,26,0,929636,7000000 89 | Asia,IDN,Indonesia,Geophysical,2,39,115088,72,0,115160,186000 90 | Asia,IDN,Indonesia,Hydrological,9,198,433737,0,5250,438987,756000 91 | Asia,IRN,Iran Islam Rep,Geophysical,2,1,85300,90,0,85390,44000 92 | Asia,IRN,Iran Islam Rep,Hydrological,1,37,440000,0,0,440000,49000 93 | Asia,JPN,Japan,Geophysical,2,62,2466,115,99,2680,0 94 | Asia,JPN,Japan,Hydrological,1,82,0,67,0,67,0 95 | Asia,JPN,Japan,Meteorological,7,85,36465,256,0,36721,6300000 96 | Asia,KAZ,Kazakhstan,Hydrological,1,5,2700,9,0,2709,0 97 | Asia,KOR,Korea Rep,Hydrological,1,13,0,0,0,0,0 98 | Asia,KOR,Korea Rep,Meteorological,2,24,0,101,0,101,11000 99 | Asia,KGZ,Kyrgyzstan,Meteorological,1,0,0,0,0,0,0 100 | Asia,LAO,Lao P Dem Rep,Hydrological,1,0,750,0,0,750,0 101 | Asia,MYS,Malaysia,Climatological,1,0,2200000,0,0,2200000,0 102 | Asia,MYS,Malaysia,Hydrological,1,17,230000,0,0,230000,284000 103 | Asia,MMR,Myanmar,Hydrological,2,0,40000,0,0,40000,0 104 | Asia,NPL,Nepal,Hydrological,5,508,187145,149,0,187294,0 105 | Asia,NPL,Nepal,Meteorological,1,43,0,0,0,0,0 106 | Asia,PAK,Pakistan,Climatological,1,248,0,0,0,0,18000 107 | Asia,PAK,Pakistan,Hydrological,1,367,2470000,673,0,2470673,2000000 108 | Asia,PAK,Pakistan,Meteorological,1,16,0,82,0,82,0 109 | Asia,PHL,Philippines,Geophysical,1,0,60545,0,0,60545,0 110 | Asia,PHL,Philippines,Hydrological,2,4,102955,0,0,102955,0 111 | Asia,PHL,Philippines,Meteorological,9,304,9978563,1456,0,9980019,290563 112 | Asia,LKA,Sri Lanka,Climatological,1,0,1800000,0,0,1800000,25000 113 | Asia,LKA,Sri Lanka,Hydrological,4,113,1204400,29,330,1204759,0 114 | Asia,TWN,Taiwan (China),Meteorological,2,0,0,0,0,0,420000 115 | Asia,TJK,Tajikistan,Hydrological,2,20,12760,38,425,13223,0 116 | Asia,THA,Thailand,Climatological,1,0,0,0,0,0,0 117 | Asia,THA,Thailand,Geophysical,1,1,17500,23,0,17523,62000 118 | Asia,THA,Thailand,Hydrological,4,29,131280,8,0,131288,10000 119 | Asia,THA,Thailand,Meteorological,1,63,1000000,0,0,1000000,0 120 | Asia,TLS,Timor-Leste,Biological,1,2,0,197,0,197,0 121 | Asia,TUR,Turkey,Geophysical,1,0,0,324,0,324,0 122 | Asia,VNM,Viet Nam,Meteorological,3,38,48075,0,0,48075,10425 123 | Europe,BLR,Belarus,Meteorological,1,2,30000,1500,0,31500,0 124 | Europe,BEL,Belgium,Meteorological,1,0,0,0,0,0,0 125 | Europe,BIH,Bosnia-Hercegovenia,Hydrological,3,25,1000000,0,0,1000000,436580 126 | Europe,BGR,Bulgaria,Hydrological,4,20,7847,0,0,7847,48000 127 | Europe,HRV,Croatia,Hydrological,2,3,9116,0,0,9116,0 128 | Europe,FRA,France,Hydrological,3,14,4000,0,0,4000,0 129 | Europe,FRA,France,Meteorological,3,2,0,0,0,0,0 130 | Europe,DEU,Germany,Meteorological,1,6,0,0,0,0,0 131 | Europe,GRC,Greece,Geophysical,2,3,77000,25,0,77025,450000 132 | Europe,GRC,Greece,Hydrological,1,0,0,0,0,0,0 133 | Europe,HUN,Hungary,Hydrological,1,0,6500,0,0,6500,0 134 | Europe,IRL,Ireland,Meteorological,1,1,0,0,0,0,0 135 | Europe,ITA,Italy,Hydrological,1,1,600,0,0,600,0 136 | Europe,ITA,Italy,Meteorological,1,5,0,0,0,0,250000 137 | Europe,POL,Poland,Meteorological,1,17,0,0,0,0,0 138 | Europe,PRT,Portugal,Meteorological,2,1,50,4,0,54,0 139 | Europe,ROU,Romania,Hydrological,2,4,525,0,0,525,0 140 | Europe,ROU,Romania,Meteorological,1,13,0,0,0,0,0 141 | Europe,RUS,Russia,Hydrological,1,0,22545,0,0,22545,15000 142 | Europe,SRB,Serbia,Hydrological,3,55,1610000,0,0,1610000,2172355 143 | Europe,SRB,Serbia,Meteorological,1,0,3000,0,0,3000,0 144 | Europe,SVN,Slovenia,Hydrological,1,2,600,0,0,600,0 145 | Europe,SVN,Slovenia,Meteorological,1,1,50000,0,0,50000,0 146 | Europe,ESP,Spain,Meteorological,1,3,0,0,0,0,0 147 | Europe,CHE,Switzerland,Meteorological,1,2,0,0,0,0,0 148 | Europe,GBR,United Kingdom,Meteorological,1,5,18000,0,0,18000,100000 149 | Oceania,AUS,Australia,Climatological,1,2,0,0,168,168,25000 150 | Oceania,AUS,Australia,Meteorological,1,0,0,0,0,0,0 151 | Oceania,KIR,Kiribati,Hydrological,1,0,220,0,0,220,0 152 | Oceania,MHL,Marshall Is,Hydrological,1,0,360,0,0,360,0 153 | Oceania,PNG,Papua New Guinea,Geophysical,1,0,1380,0,0,1380,0 154 | Oceania,PNG,Papua New Guinea,Meteorological,1,0,12346,0,0,12346,0 155 | Oceania,SLB,Solomon Is,Hydrological,1,47,52000,0,0,52000,24000 156 | Oceania,TON,Tonga,Meteorological,1,1,4000,14,0,4014,48000 157 | Oceania,VUT,Vanuatu,Meteorological,1,12,20000,6,0,20006,0 158 | -------------------------------------------------------------------------------- /code_examples/clj-example.clj/src/clj_example/clj.clj: -------------------------------------------------------------------------------- 1 | (ns clj-example.clj 2 | (:require [clojure.string :as str]) 3 | (:gen-class)) 4 | 5 | 6 | (def data ;; Get data from the csv 7 | (str/split-lines (slurp "resources/data.csv"))) 8 | 9 | (def headers ;; Get column headers 10 | (str/split (first data) #",")) 11 | 12 | (defn list-data [] 13 | "Builds a list of maps with the data." 14 | (mapv #(zipmap headers 15 | (str/split % #",")) 16 | (rest data))) 17 | 18 | (defn transform-keys 19 | "Turns keys into keywords and deals with spaces." 20 | [str-key] 21 | (-> str-key 22 | clojure.string/lower-case 23 | (clojure.string/replace #" " "-") 24 | keyword)) 25 | 26 | (defn keywordize-keys-with-space 27 | "Recursively transforms all map keys from strings to keywords and deals 28 | with the space for 2 words keys." 29 | [data-map] 30 | (->> data-map 31 | (mapv #(hash-map (transform-keys (key %)) 32 | (val %))) 33 | (reduce merge))) 34 | 35 | (defn -main 36 | "List humanitarian data from 2014." 37 | [] 38 | (->> (list-data) 39 | (mapv #(keywordize-keys-with-space %)) 40 | (keep #(if (> (read-string (:total-affected %)) 0) %)) 41 | (mapv #(select-keys % [:country-name :disaster-subgroup])) 42 | (map #(format "%s was affected by a %s disaster" (:country-name %) 43 | (:disaster-subgroup %))))) 44 | -------------------------------------------------------------------------------- /code_examples/clj-example.clj/test/clj_example/clj_test.clj: -------------------------------------------------------------------------------- 1 | (ns clj-example.clj-test 2 | (:require [clojure.test :refer :all] 3 | [clj-example.clj :refer :all])) 4 | 5 | (deftest a-test 6 | (testing "FIXME, I fail." 7 | (is (= 0 1)))) 8 | -------------------------------------------------------------------------------- /code_examples/data.csv: -------------------------------------------------------------------------------- 1 | continent,Country iso,Country name,disaster subgroup,occurrence,Total deaths,Affected,Injured,Homeless,Total affected,Total damage 2 | Africa,DZA,Algeria,Geophysical,1,6,0,420,0,420,0 3 | Africa,BFA,Burkina Faso,Climatological,1,0,4000000,0,0,4000000,0 4 | Africa,BDI,Burundi,Hydrological,1,96,0,182,12500,12682,0 5 | Africa,CMR,Cameroon,Biological,1,77,1680,0,0,1680,0 6 | Africa,CMR,Cameroon,Hydrological,1,0,2120,0,1380,3500,0 7 | Africa,CPV,Cape Verde Is,Geophysical,1,0,980,0,0,980,0 8 | Africa,COM,Comoros,Geophysical,1,0,10000,0,0,10000,0 9 | Africa,COM,Comoros,Meteorological,1,0,9511,0,0,9511,0 10 | Africa,CIV,Cote d'Ivoire,Hydrological,1,39,0,0,0,0,0 11 | Africa,GMB,Gambia The,Biological,1,0,0,0,0,0,0 12 | Africa,GHA,Ghana,Biological,1,214,26858,0,0,26858,0 13 | Africa,GIN,Guinea,Biological,1,1871,2868,0,0,2868,0 14 | Africa,KEN,Kenya,Climatological,1,0,1600000,0,0,1600000,0 15 | Africa,LSO,Lesotho,Meteorological,1,0,0,0,2600,2600,0 16 | Africa,LBR,Liberia,Biological,1,3613,8464,0,0,8464,0 17 | Africa,MDG,Madagascar,Meteorological,1,17,0,0,1736,1736,0 18 | Africa,MWI,Malawi,Hydrological,1,0,44850,0,0,44850,0 19 | Africa,MLI,Mali,Biological,1,6,7,0,0,7,0 20 | Africa,MAR,Morocco,Hydrological,1,11,0,0,0,0,0 21 | Africa,MAR,Morocco,Meteorological,2,38,117000,0,0,117000,450000 22 | Africa,MOZ,Mozambique,Hydrological,4,22,143760,76,0,143836,0 23 | Africa,NER,Niger,Biological,2,20,5,183,0,188,0 24 | Africa,NER,Niger,Hydrological,1,36,165578,0,0,165578,0 25 | Africa,NGA,Nigeria,Biological,2,186,12244,0,0,12244,0 26 | Africa,NGA,Nigeria,Hydrological,1,15,10000,0,0,10000,0 27 | Africa,SEN,Senegal,Biological,1,0,1,0,0,1,0 28 | Africa,SYC,Seychelles,Hydrological,1,0,4435,0,0,4435,0 29 | Africa,SLE,Sierra Leone,Biological,1,3108,10273,0,0,10273,0 30 | Africa,SOM,Somalia,Climatological,1,0,350000,0,0,350000,0 31 | Africa,SOM,Somalia,Hydrological,1,0,21000,0,0,21000,0 32 | Africa,ZAF,South Africa,Geophysical,1,1,2000,2,0,2002,0 33 | Africa,ZAF,South Africa,Hydrological,1,32,7185,0,0,7185,85000 34 | Africa,SSD,South Sudan,Biological,2,149,5900,586,0,6486,0 35 | Africa,SDN,Sudan,Hydrological,1,77,260000,227,0,260227,0 36 | Africa,SWZ,Swaziland,Hydrological,1,11,400,0,0,400,0 37 | Africa,TZA,Tanzania Uni Rep,Hydrological,2,31,40000,0,0,40000,0 38 | Africa,COD,Zaire/Congo Dem Rep,Biological,1,49,0,17,0,17,0 39 | Africa,COD,Zaire/Congo Dem Rep,Hydrological,2,41,0,0,3750,3750,0 40 | Africa,ZMB,Zambia,Hydrological,1,0,0,0,20000,20000,0 41 | Africa,ZWE,Zimbabwe,Hydrological,2,14,2500,2,0,2502,20000 42 | Americas,ARG,Argentina,Hydrological,3,27,5553,0,0,5553,62000 43 | Americas,BOL,Bolivia,Climatological,1,0,51180,0,0,51180,0 44 | Americas,BOL,Bolivia,Hydrological,1,64,0,0,150000,150000,100000 45 | Americas,BRA,Brazil,Climatological,1,0,0,0,0,0,5000000 46 | Americas,BRA,Brazil,Hydrological,3,45,550600,52,0,550652,0 47 | Americas,CAN,Canada,Meteorological,1,0,0,0,0,0,0 48 | Americas,CHL,Chile,Climatological,1,12,17500,500,0,18000,34000 49 | Americas,CHL,Chile,Geophysical,2,12,1027224,0,0,1027224,200000 50 | Americas,COL,Colombia,Hydrological,4,77,54214,0,0,54214,0 51 | Americas,COL,Colombia,Meteorological,1,11,0,18,0,18,0 52 | Americas,DOM,Dominican Rep,Hydrological,1,1,300,0,0,300,0 53 | Americas,ECU,Ecuador,Geophysical,1,3,0,18,0,18,0 54 | Americas,SLV,El Salvador,Biological,2,4,12906,0,0,12906,0 55 | Americas,GTM,Guatemala,Climatological,1,0,1180000,0,0,1180000,58000 56 | Americas,GTM,Guatemala,Geophysical,1,1,53611,274,9940,63825,0 57 | Americas,GTM,Guatemala,Hydrological,1,0,0,0,0,0,0 58 | Americas,GTM,Guatemala,Meteorological,1,5,100000,0,0,100000,0 59 | Americas,HTI,Haiti,Biological,1,0,68111,0,0,68111,0 60 | Americas,HTI,Haiti,Hydrological,1,12,30000,0,0,30000,0 61 | Americas,HND,Honduras,Climatological,1,0,931555,0,0,931555,0 62 | Americas,HND,Honduras,Hydrological,2,4,23000,0,0,23000,1400 63 | Americas,JAM,Jamaica,Climatological,1,0,91545,0,0,91545,0 64 | Americas,MEX,Mexico,Geophysical,2,3,27381,0,0,27381,0 65 | Americas,MEX,Mexico,Meteorological,6,15,69000,135,0,69135,2539500 66 | Americas,NIC,Nicaragua,Geophysical,1,2,2375,266,0,2641,0 67 | Americas,NIC,Nicaragua,Hydrological,1,0,60345,0,0,60345,0 68 | Americas,PAN,Panama,Hydrological,1,9,116,0,0,116,0 69 | Americas,PRY,Paraguay,Hydrological,1,0,231360,0,0,231360,0 70 | Americas,PER,Peru,Geophysical,1,8,600,4,0,604,0 71 | Americas,PER,Peru,Hydrological,1,0,6300,0,2700,9000,0 72 | Americas,PRI,Puerto Rico,Hydrological,1,1,0,0,0,0,0 73 | Americas,USA,United States,Climatological,2,2,429,0,0,429,4100000 74 | Americas,USA,United States,Geophysical,1,1,3360,172,0,3532,1000000 75 | Americas,USA,United States,Hydrological,2,41,0,0,150,150,100000 76 | Americas,USA,United States,Meteorological,12,169,834,250,30,1114,10716000 77 | Asia,AFG,Afghanistan,Hydrological,2,512,140000,135,10000,150135,0 78 | Asia,AFG,Afghanistan,Meteorological,1,63,0,0,0,0,0 79 | Asia,BGD,Bangladesh,Hydrological,1,59,2800000,447,0,2800447,150000 80 | Asia,BGD,Bangladesh,Meteorological,2,20,6250,12,0,6262,0 81 | Asia,KHM,Cambodia,Hydrological,1,45,57950,0,0,57950,0 82 | Asia,CHN,China P Rep,Climatological,1,0,27500000,0,0,27500000,0 83 | Asia,CHN,China P Rep,Geophysical,7,737,2431778,3874,0,2435652,6325000 84 | Asia,CHN,China P Rep,Hydrological,12,381,17072700,0,420385,17493085,8237000 85 | Asia,CHN,China P Rep,Meteorological,8,128,10980250,189,36255,11016694,8612973 86 | Asia,GEO,Georgia,Hydrological,1,0,120,0,0,120,0 87 | Asia,IND,India,Hydrological,9,795,4076500,0,650000,4726500,16163000 88 | Asia,IND,India,Meteorological,5,118,929610,26,0,929636,7000000 89 | Asia,IDN,Indonesia,Geophysical,2,39,115088,72,0,115160,186000 90 | Asia,IDN,Indonesia,Hydrological,9,198,433737,0,5250,438987,756000 91 | Asia,IRN,Iran Islam Rep,Geophysical,2,1,85300,90,0,85390,44000 92 | Asia,IRN,Iran Islam Rep,Hydrological,1,37,440000,0,0,440000,49000 93 | Asia,JPN,Japan,Geophysical,2,62,2466,115,99,2680,0 94 | Asia,JPN,Japan,Hydrological,1,82,0,67,0,67,0 95 | Asia,JPN,Japan,Meteorological,7,85,36465,256,0,36721,6300000 96 | Asia,KAZ,Kazakhstan,Hydrological,1,5,2700,9,0,2709,0 97 | Asia,KOR,Korea Rep,Hydrological,1,13,0,0,0,0,0 98 | Asia,KOR,Korea Rep,Meteorological,2,24,0,101,0,101,11000 99 | Asia,KGZ,Kyrgyzstan,Meteorological,1,0,0,0,0,0,0 100 | Asia,LAO,Lao P Dem Rep,Hydrological,1,0,750,0,0,750,0 101 | Asia,MYS,Malaysia,Climatological,1,0,2200000,0,0,2200000,0 102 | Asia,MYS,Malaysia,Hydrological,1,17,230000,0,0,230000,284000 103 | Asia,MMR,Myanmar,Hydrological,2,0,40000,0,0,40000,0 104 | Asia,NPL,Nepal,Hydrological,5,508,187145,149,0,187294,0 105 | Asia,NPL,Nepal,Meteorological,1,43,0,0,0,0,0 106 | Asia,PAK,Pakistan,Climatological,1,248,0,0,0,0,18000 107 | Asia,PAK,Pakistan,Hydrological,1,367,2470000,673,0,2470673,2000000 108 | Asia,PAK,Pakistan,Meteorological,1,16,0,82,0,82,0 109 | Asia,PHL,Philippines,Geophysical,1,0,60545,0,0,60545,0 110 | Asia,PHL,Philippines,Hydrological,2,4,102955,0,0,102955,0 111 | Asia,PHL,Philippines,Meteorological,9,304,9978563,1456,0,9980019,290563 112 | Asia,LKA,Sri Lanka,Climatological,1,0,1800000,0,0,1800000,25000 113 | Asia,LKA,Sri Lanka,Hydrological,4,113,1204400,29,330,1204759,0 114 | Asia,TWN,Taiwan (China),Meteorological,2,0,0,0,0,0,420000 115 | Asia,TJK,Tajikistan,Hydrological,2,20,12760,38,425,13223,0 116 | Asia,THA,Thailand,Climatological,1,0,0,0,0,0,0 117 | Asia,THA,Thailand,Geophysical,1,1,17500,23,0,17523,62000 118 | Asia,THA,Thailand,Hydrological,4,29,131280,8,0,131288,10000 119 | Asia,THA,Thailand,Meteorological,1,63,1000000,0,0,1000000,0 120 | Asia,TLS,Timor-Leste,Biological,1,2,0,197,0,197,0 121 | Asia,TUR,Turkey,Geophysical,1,0,0,324,0,324,0 122 | Asia,VNM,Viet Nam,Meteorological,3,38,48075,0,0,48075,10425 123 | Europe,BLR,Belarus,Meteorological,1,2,30000,1500,0,31500,0 124 | Europe,BEL,Belgium,Meteorological,1,0,0,0,0,0,0 125 | Europe,BIH,Bosnia-Hercegovenia,Hydrological,3,25,1000000,0,0,1000000,436580 126 | Europe,BGR,Bulgaria,Hydrological,4,20,7847,0,0,7847,48000 127 | Europe,HRV,Croatia,Hydrological,2,3,9116,0,0,9116,0 128 | Europe,FRA,France,Hydrological,3,14,4000,0,0,4000,0 129 | Europe,FRA,France,Meteorological,3,2,0,0,0,0,0 130 | Europe,DEU,Germany,Meteorological,1,6,0,0,0,0,0 131 | Europe,GRC,Greece,Geophysical,2,3,77000,25,0,77025,450000 132 | Europe,GRC,Greece,Hydrological,1,0,0,0,0,0,0 133 | Europe,HUN,Hungary,Hydrological,1,0,6500,0,0,6500,0 134 | Europe,IRL,Ireland,Meteorological,1,1,0,0,0,0,0 135 | Europe,ITA,Italy,Hydrological,1,1,600,0,0,600,0 136 | Europe,ITA,Italy,Meteorological,1,5,0,0,0,0,250000 137 | Europe,POL,Poland,Meteorological,1,17,0,0,0,0,0 138 | Europe,PRT,Portugal,Meteorological,2,1,50,4,0,54,0 139 | Europe,ROU,Romania,Hydrological,2,4,525,0,0,525,0 140 | Europe,ROU,Romania,Meteorological,1,13,0,0,0,0,0 141 | Europe,RUS,Russia,Hydrological,1,0,22545,0,0,22545,15000 142 | Europe,SRB,Serbia,Hydrological,3,55,1610000,0,0,1610000,2172355 143 | Europe,SRB,Serbia,Meteorological,1,0,3000,0,0,3000,0 144 | Europe,SVN,Slovenia,Hydrological,1,2,600,0,0,600,0 145 | Europe,SVN,Slovenia,Meteorological,1,1,50000,0,0,50000,0 146 | Europe,ESP,Spain,Meteorological,1,3,0,0,0,0,0 147 | Europe,CHE,Switzerland,Meteorological,1,2,0,0,0,0,0 148 | Europe,GBR,United Kingdom,Meteorological,1,5,18000,0,0,18000,100000 149 | Oceania,AUS,Australia,Climatological,1,2,0,0,168,168,25000 150 | Oceania,AUS,Australia,Meteorological,1,0,0,0,0,0,0 151 | Oceania,KIR,Kiribati,Hydrological,1,0,220,0,0,220,0 152 | Oceania,MHL,Marshall Is,Hydrological,1,0,360,0,0,360,0 153 | Oceania,PNG,Papua New Guinea,Geophysical,1,0,1380,0,0,1380,0 154 | Oceania,PNG,Papua New Guinea,Meteorological,1,0,12346,0,0,12346,0 155 | Oceania,SLB,Solomon Is,Hydrological,1,47,52000,0,0,52000,24000 156 | Oceania,TON,Tonga,Meteorological,1,1,4000,14,0,4014,48000 157 | Oceania,VUT,Vanuatu,Meteorological,1,12,20000,6,0,20006,0 158 | -------------------------------------------------------------------------------- /code_examples/example.py: -------------------------------------------------------------------------------- 1 | import csv 2 | 3 | ## Looking at humanitarian data for 2014 4 | ## from the Emergency Events Database EM-DAT 5 | ## source: http://www.emdat.be/ 6 | 7 | def process_csv(filename): 8 | '''Open the file and build a list 9 | containing dictionnaries of data.''' 10 | list_data = [] 11 | 12 | with open(filename, 'rb') as csvfile: 13 | content = csv.reader(csvfile) 14 | headers = content.next() 15 | data = content 16 | 17 | for row in data: 18 | dict_data = {} 19 | for i in range(len(headers)): 20 | dict_data[headers[i]] = row[i] 21 | list_data.append(dict_data) 22 | return list_data 23 | 24 | 25 | def countries_affected(data): 26 | '''Search for countries with people 27 | affected and return them along with 28 | the cause.''' 29 | list_affected = [] 30 | 31 | for element in data: 32 | if float(element['Total affected']) > 0: 33 | list_affected.append({ 34 | 'affected country': element['Country name'], 35 | 'type disaster': element['disaster subgroup'] 36 | }) 37 | return list_affected 38 | 39 | 40 | 41 | if __name__ == "__main__": 42 | disaster_data_2014 = process_csv('data.csv') 43 | total_affected = countries_affected(disaster_data_2014) 44 | for r in total_affected: 45 | print '%s was affected by a %s disaster' %(r.get('affected country'), r.get('type disaster')) 46 | 47 | -------------------------------------------------------------------------------- /code_examples/example_functional.py: -------------------------------------------------------------------------------- 1 | import csv 2 | 3 | ## Looking at humanitarian data for 2014 4 | ## from the Emergency Events Database EM-DAT 5 | ## source: http://www.emdat.be/ 6 | 7 | def process_csv(filename): 8 | '''Open the file and build a list 9 | containing dictionnaries of data.''' 10 | with open(filename, 'rb') as csvfile: 11 | content = csv.reader(csvfile) 12 | headers = content.next() 13 | data = [row for row in content] 14 | list_data = [dict(zip(headers, row)) for row in data] 15 | return list_data 16 | 17 | def countries_affected(data): 18 | '''Search for countries with people 19 | affected and return them along with 20 | the cause.''' 21 | list_affected = [{ 22 | 'affected country': element['Country name'], 23 | 'type disaster': element['disaster subgroup'] 24 | } for element in data if float(element['Total affected']) > 0] 25 | 26 | return list_affected 27 | 28 | if __name__ == "__main__": 29 | disaster_data_2014 = process_csv('data.csv') 30 | total_affected = countries_affected(disaster_data_2014) 31 | 32 | 33 | 34 | -------------------------------------------------------------------------------- /img/(.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/(.png -------------------------------------------------------------------------------- /img/clj-def-fn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/clj-def-fn.png -------------------------------------------------------------------------------- /img/clj-defn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/clj-defn.png -------------------------------------------------------------------------------- /img/clj-example.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/clj-example.png -------------------------------------------------------------------------------- /img/clj-map.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/clj-map.png -------------------------------------------------------------------------------- /img/clj_conj.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/clj_conj.png -------------------------------------------------------------------------------- /img/clj_def.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/clj_def.png -------------------------------------------------------------------------------- /img/clj_list.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/clj_list.png -------------------------------------------------------------------------------- /img/clj_map.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/clj_map.png -------------------------------------------------------------------------------- /img/clj_set.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/clj_set.png -------------------------------------------------------------------------------- /img/clj_vector.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/clj_vector.png -------------------------------------------------------------------------------- /img/lein_new.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/lein_new.png -------------------------------------------------------------------------------- /img/lein_repl.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/lein_repl.png -------------------------------------------------------------------------------- /img/lein_run.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/lein_run.png -------------------------------------------------------------------------------- /img/lein_test.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/lein_test.png -------------------------------------------------------------------------------- /img/lein_uberjar.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/lein_uberjar.png -------------------------------------------------------------------------------- /img/lisp_cycles.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/lisp_cycles.png -------------------------------------------------------------------------------- /img/python-fun-lambda.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/python-fun-lambda.png -------------------------------------------------------------------------------- /img/python-iter.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/python-iter.png -------------------------------------------------------------------------------- /img/python-lambda.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/python-lambda.png -------------------------------------------------------------------------------- /img/python_example.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/python_example.png -------------------------------------------------------------------------------- /img/python_fun_ex.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/python_fun_ex.png -------------------------------------------------------------------------------- /img/python_lc.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/python_lc.png -------------------------------------------------------------------------------- /img/python_tuple.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/img/python_tuple.png -------------------------------------------------------------------------------- /python_to_clojure.odp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/python_to_clojure.odp -------------------------------------------------------------------------------- /python_to_clojure.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Eleonore9/from-python-to-clojure/464e8e957d3e4d134785f7004154987f556e1906/python_to_clojure.pdf --------------------------------------------------------------------------------