How to parse URL parameters in Clojure? - clojure

If I have the request "size=3&mean=1&sd=3&type=pdf&distr=normal" what's the idiomatic way of writing the function (defn request->map [request] ...) that takes this request and
returns a map {:size 3, :mean 1, :sd 3, :type pdf, :distr normal}
Here is my attempt (using clojure.walk and clojure.string):
(defn request-to-map
[request]
(keywordize-keys
(apply hash-map
(split request #"(&|=)"))))
I am interested in how others would solve this problem.

Using form-decode and keywordize-keys:
(use 'ring.util.codec)
(use 'clojure.walk)
(keywordize-keys (form-decode "hello=world&foo=bar"))
{:foo "bar", :hello "world"}

Assuming you want to parse HTTP request query parameters, why not use ring? ring.middleware.params contains what you want.
The function for parameter extraction goes like this:
(defn- parse-params
"Parse parameters from a string into a map."
[^String param-string encoding]
(reduce
(fn [param-map encoded-param]
(if-let [[_ key val] (re-matches #"([^=]+)=(.*)" encoded-param)]
(assoc-param param-map
(codec/url-decode key encoding)
(codec/url-decode (or val "") encoding))
param-map))
{}
(string/split param-string #"&")))

You can do this easily with a number of Java libraries. I'd be hesitant to try to roll my own parser unless I read the URI specs carefully and made sure I wasn't missing any edge cases (e.g. params appearing in the query twice with different values). This uses jetty-util:
(import '[org.eclipse.jetty.util UrlEncoded MultiMap])
(defn parse-query-string [query]
(let [params (MultiMap.)]
(UrlEncoded/decodeTo query params "UTF-8")
(into {} params)))
user> (parse-query-string "size=3&mean=1&sd=3&type=pdf&distr=normal")
{"sd" "3", "mean" "1", "distr" "normal", "type" "pdf", "size" "3"}

Can also use this library for both clojure and clojurescript: https://github.com/cemerick/url
user=> (-> "a=1&b=2&c=3" cemerick.url/query->map clojure.walk/keywordize-keys)
{:a "1", :b "2", :c "3"}

Yours looks fine. I tend to overuse regexes, so I would have solved it as
(defn request-to-keywords [req]
(into {} (for [[_ k v] (re-seq #"([^&=]+)=([^&]+)" req)]
[(keyword k) v])))
(request-to-keywords "size=1&test=3NA=G")
{:size "1", :test "3NA=G"}
Edit: try to stay away from clojure.walk though. I don't think it's officially deprecated, but it's not very well maintained. (I use it plenty too, though, so don't feel too bad).

I came across this question when constructing my own site and the answer can be a bit different, and easier, if you are passing parameters internally.
Using Secretary to handle routing: https://github.com/gf3/secretary
Parameters are automatically extracted to a map in :query-params when a route match is found. The example given in the documentation:
(defroute "/users/:id" [id query-params]
(js/console.log (str "User: " id))
(js/console.log (pr-str query-params)))
(defroute #"/users/(\d+)" [id {:keys [query-params]}]
(js/console.log (str "User: " id))
(js/console.log (pr-str query-params)))
;; In both instances...
(secretary/dispach! "/users/10?action=delete")
;; ... will log
;; User: 10
;; "{:action \"delete\"}"

You can use ring.middleware.params. Here's an example with aleph:
user=> (require '[aleph.http :as http])
user=> (defn my-handler [req] (println "params:" (:params req)))
user=> (def server (http/start-server (wrap-params my-handler)))
wrap-params creates an entry in the request object called :params. If you want the query parameters as keywords, you can use ring.middleware.keyword-params. Be sure to wrap with wrap-params first:
user=> (require '[ring.middleware.params :refer [wrap-params]])
user=> (require '[ring.middleware.keyword-params :refer [wrap-keyword-params])
user=> (def server
(http/start-server (wrap-keyword-params (wrap-params my-handler))))
However, be mindful that this includes a dependency on ring.

Related

Ways of accessing nested map values in Clojure?

I am currently using the two following blocks of code to access nested values in ClojureScript:
(def response (re-frame/subscribe [::subs/quote]))
(def body (:body #response))
(def value (:value body))
(println value)
(def result (-> #(re-frame/subscribe [::subs/quote]) :body :value))
(println result)
(def lol (get-in #(re-frame/subscribe [::subs/quote]) [:body :value]))
(println lol)
Are there any better / more succinct ways of doing this?
Keys can be used as operators to retrieve its value like so:
(def lol (:value (:body #(re-frame/subscribe [::subs/quote]))))
(println lol)
However, I prefer the verbose way using a function as get-in

How can I filter JSON data by a given date in Clojure?

I have many JSON objects, and I am trying to filter those objects by the date. These objects are being parsed from several JSON files using Cheshire.core, meaning that the JSON objects are in a collection. The date is being passed in in the following format "YYYY-MM-DD" (eg. 2015-01-10). I have tried using the filter and contains? functions to do this, but I am having no luck so far. How can I filter these JSON objects by my chosen date?
Current Clojure code:
(def filter-by-date?
(fn [orders-data date-chosen]
(contains? (get (get orders-data :date) :date) date-chosen)))
(prn (filter (filter-by-date? orders-data "2017-12-25")))
Example JSON object:
{
"id":"05d8d404-b3f6-46d1-a0f9-dbdab7e0261f",
"date":{
"date":"2015-01-10T19:11:41.000Z"
},
"total":{
"GBP":57.45
}
}
JSON after parsing with Cheshire:
[({:id "05d8d404-b3f6-46d1-a0f9-dbdab7e0261f",
:date {:date "2015-01-10T19:11:41.000Z"},
:total {:GBP 57.45}}) ({:id "325bd04-b3f6-46d1-a0f9-dbdab7e0261f",
:date {:date "2015-02-23T10:15:14.000Z"},
:total {:GBP 32.90}})]
First, I'm going to assume you've parsed the JSON first into something like this:
(def parsed-JSON {:id "05d8d404-b3f6-46d1-a0f9-dbdab7e0261f",
:date {:date "2015-01-10T19:11:41.000Z"},
:total {:GBP 57.45}})
The main problem is the fact that the date as stored in the JSON contains time information, so you aren't going to be able to check it directly using equality.
You can get around this by using clojure.string/starts-with? to check for prefixes. I'm using s/ here as an alias for clojure.string:
(defn filter-by-date [date jsons]
(filter #(s/starts-with? (get-in % [:date :date]) date)
jsons))
You were close, but I made a few changes:
You can't use contains? like that. From the docs of contains?: Returns true if key is present in the given collection, otherwise returns false. It can't be used to check for substrings; it's used to test for the presence of a key in a collection.
Use -in postfix versions to access nested structures instead of using multiple calls. I'm using (get-in ...) here instead of (get (get ...)).
You're using (def ... (fn [])) which makes things more complicated than they need to be. This is essentially what defn does, although defn also adds some more stuff as well.
To address the new information, you can just flatten the nested sequences containing the JSONs first:
(->> nested-json-colls ; The data at the bottom of the question
(flatten)
(filter-by-date "2015-01-10"))
#!/usr/bin/env boot
(defn deps [new-deps]
(merge-env! :dependencies new-deps))
(deps '[[org.clojure/clojure "1.9.0"]
[cheshire "5.8.0"]])
(require '[cheshire.core :as json]
'[clojure.string :as str])
(def orders-data-str
"[{
\"id\":\"987654\",
\"date\":{
\"date\":\"2015-01-10T19:11:41.000Z\"
},
\"total\":{
\"GBP\":57.45
}
},
{
\"id\":\"123456\",
\"date\":{
\"date\":\"2016-01-10T19:11:41.000Z\"
},
\"total\":{
\"GBP\":23.15
}
}]")
(def orders (json/parse-string orders-data-str true))
(def ret (filter #(clojure.string/includes? (get-in % [:date :date]) "2015-01-") orders))
(println ret) ; ({:id 987654, :date {:date 2015-01-10T19:11:41.000Z}, :total {:GBP 57.45}})
You can convert the date string to Date object using any DateTime library like joda-time and then do a proper filter if required.
clj-time has functions for parsing strings and comparing date-time objects. So you could do something like:
(ns filter-by-time-example
(:require [clj-time.coerce :as tc]
[clj-time.core :as t]))
(def objs [{"id" nil
"date" {"date" "2015-01-12T19:11:41.000Z"}
"total" nil}
{"id" "05d8d404-b3f6-46d1-a0f9-dbdab7e0261f"
"date" {"date" "2015-01-10T19:11:41.000Z"}
"total" {"GBP" :57.45}}
{"id" nil
"date" {"date" "2015-01-11T19:11:41.000Z"}
"total" nil}])
(defn filter-by-day
[objs y m d]
(let [start (t/date-time y m d)
end (t/plus start (t/days 1))]
(filter #(->> (get-in % ["date" "date"])
tc/from-string
(t/within? start end)) objs)))
(clojure.pprint/pprint (filter-by-day objs 2015 1 10)) ;; Returns second obj
If you're going to repeatedly do this (e.g. for multiple days) you could parse all dates in your collection into date-time objects with
(map #(update-in % ["date" "date"] tc/from-string) objs)
and then just work with that collection to avoid repeating the parsing step.
(ns filter-by-time-example
(:require [clj-time.format :as f]
[clj-time.core :as t]
[cheshire.core :as cheshire]))
(->> json-coll
(map (fn [json] (cheshire/parse-string json true)))
(map (fn [record] (assoc record :dt-date (f/format (get-in record [:date :date])))))
(filter (fn [record] (t/after? (tf/format "2017-12-25") (:dt-date record))))
(map (fn [record] (dissoc record :dt-date))))
Maybe something like this? You might need to change the filter for your usecase but as :dt-time is now a jodo.DateTime you can leverage all the clj-time predicates.

Core.async: Take all values from collection of promise-chans

Consider a dataset like this:
(def data [{:url "http://www.url1.com" :type :a}
{:url "http://www.url2.com" :type :a}
{:url "http://www.url3.com" :type :a}
{:url "http://www.url4.com" :type :b}])
The contents of those URL's should be requested in parallel. Depending on the item's :type value those contents should be parsed by corresponding functions. The parsing functions return collections, which should be concatenated, once all the responses have arrived.
So let's assume that there are functions parse-a and parse-b, which both return a collection of strings when they are passed a string containing HTML content.
It looks like core.async could be a good tool for this. One could either have separate channels for each item ore one single channel. I'm not sure which way would be preferable here. With several channels one could use transducers for the postprocessing/parsing. There is also a special promise-chan which might be proper here.
Here is a code-sketch, I'm using a callback based HTTP kit function. Unfortunately, I could not find a generic solution inside the go block.
(defn f [data]
(let [chans (map (fn [{:keys [url type]}]
(let [c (promise-chan (map ({:a parse-a :b parse-b} type)))]
(http/get url {} #(put! c %))
c))
data)
result-c (promise-chan)]
(go (put! result-c (concat (<! (nth chans 0))
(<! (nth chans 1))
(<! (nth chans 2))
(<! (nth chans 3)))))
result-c))
The result can be read like so:
(go (prn (<! (f data))))
I'd say that promise-chan does more harm than good here. The problem is that most of core.async API (a/merge, a/reduce etc.) relies on fact that channels will close at some point, promise-chans in turn never close.
So, if sticking with core.async is crucial for you, the better solution will be not to use promise-chan, but ordinary channel instead, which will be closed after first put!:
...
(let [c (chan 1 (map ({:a parse-a :b parse-b} type)))]
(http/get url {} #(do (put! c %) (close! c)))
c)
...
At this point, you're working with closed channels and things become a bit simpler. To collect all values you could do something like this:
;; (go (put! result-c (concat (<! (nth chans 0))
;; (<! (nth chans 1))
;; (<! (nth chans 2))
;; (<! (nth chans 3)))))
;; instead of above, now you can do this:
(->> chans
async/merge
(async/reduce into []))
UPD (below are my personal opinions):
Seems, that using core.async channels as promises (either in form of promise-chan or channel that closes after single put!) is not the best approach. When things grow, it turns out that core.async API overall is (you may have noticed that) not that pleasant as it could be. Also there are several unsupported constructs, that may force you to write less idiomatic code than it could be. In addition, there is no built-in error handling (if error occurs within go-block, go-block will silently return nil) and to address this you'll need to come up with something of your own (reinvent the wheel). Therefore, if you need promises, I'd recommend to use specific library for that, for example manifold or promesa.
I wanted this functionality as well because I really like core.async but I also wanted to use it in certain places like traditional JavaScript promises. I came up with a solution using macros. In the code below, <? is the same thing as <! but it throws if there's an error. It behaves like Promise.all() in that it returns a vector of all the returned values from the channels if they all are successful; otherwise it will return the first error (since <? will cause it to throw that value).
(defmacro <<? [chans]
`(let [res# (atom [])]
(doseq [c# ~chans]
(swap! res# conj (serverless.core.async/<? c#)))
#res#))
If you'd like to see the full context of the function it's located on GitHub. It's heavily inspired from David Nolen's blog post.
Use pipeline-async in async.core to launch asynchronous operations like http/get concurrently while delivering the result in the same order as the input:
(let [result (chan)]
(pipeline-async
20 result
(fn [{:keys [url type]} ch]
(let [parse ({:a parse-a :b parse-b} type)
callback #(put! ch (parse %)(partial close! ch))]
(http/get url {} callback)))
(to-chan data))
result)
if anyone is still looking at this, adding on to the answer by #OlegTheCat:
You can use a separate channel for errors.
(:require [cljs.core.async :as async]
[cljs-http.client :as http])
(:require-macros [cljs.core.async.macros :refer [go]])
(go (as-> [(http/post <url1> <params1>)
(http/post <url2> <params2>)
...]
chans
(async/merge chans (count chans))
(async/reduce conj [] chans)
(async/<! chans)
(<callback> chans)))

clojure when-let alternative for an empty array?

I'm generating json as literally as I can in clojure. My problem is that certain branches of the json are only present if given parameters are given. Here is a sample of such a condition
(defn message-for
[name uuid & [generated-uuids]]
{:message {:id (generate-uuid)
:details {:name name}
:metadata {:batch (merge {:id uuid}
(when generated-uuids (let [batches (map #(array-map :id %) generated-uuids)]
{:generatedBatches batches})))}}})
Unfortunately the when/let part is quite ugly. This same could be achieved using when-let as following but it doesn't work because my map returns [] instead of a nil.
(defn message-for
[name uuid & [generated-uuids]]
{:message {:id (generate-uuid)
:details {:name name}
:metadata {:batch (merge {:id uuid}
(when-let [batches (map #(array-map :id %) generated-uuids)]
{:generatedBatches batches}))}}})
Any ideas if I could somehow make when-let consider an empty list/array/seq as false so I could clean up my code a bit?
not-empty returns its argument if it is not empty.
When using when-let with a collection, always use not-empty
to retain the collection type
make refactoring easier
expressivenes
(when-let [batches (not-empty (map ...))]
...)
In your case I'd however prefer something like this:
...
:metadata {:batch (cond-> {:id uuid}
(seq generated-uuids)
(assoc :generatedBatches (map ...)))}
...
Notice that all three of the advantages listed above where met, without a nested let.
Also notice a new advantage
easier to extend with more conditions lateron
seq returns nil on an empty input sequence so you could do:
(when-let [batches (seq (map #(array-map :id %) generated-uuids))]
{:generatedBatches batches}))}}})

URL Checker in Clojure?

I have a URL checker that I use in Perl. I was wondering how something like this would be done in Clojure. I have a file with thousands of URLs and I'd like the output file to contain the URL (minus http://, https://) and a simple :1 for valid and :0 for false. Ideally, I could check each site concurrently, considering that this is one of Clojure's strengths.
Input
http://www.google.com
http://www.cnn.com
http://www.msnbc.com
http://www.abadurlisnotgood.com
Output
www.google.com:1
www.cnn.com:1
www.msnbc.com:1
www.abadurlisnotgood.com:0
I assume by "valid URL" you mean HTTP response 200. This might work. It requires clojure-contrib. Change map to pmap to attempt to make it parallel, like Arthur Ulfeldt mentioned.
(use '(clojure.contrib duck-streams
java-utils
str-utils))
(import '(java.net URL
URLConnection
HttpURLConnection
UnknownHostException))
(defn check-url [url]
(str (re-sub #"^(?i)http:/+" "" url)
":"
(try
(let [c (cast HttpURLConnection
(.openConnection (URL. url)))]
(if (= 200 (.getResponseCode c))
1
0))
(catch UnknownHostException _
0))))
(defn check-urls-from-file [filename]
(doseq [line (map check-url
(read-lines (as-file filename)))]
(println line)))
Given your example as input:
user> (check-urls-from-file "urls.txt")
www.google.com:1
www.cnn.com:1
www.msnbc.com:1
www.abadurlisnotgood.com:0
Write a small function that appends a ":1" or ":0" to a url and then use pmap to apply it in parallel to all the urls.
(defn check-a-url [url] .... )
(pmap #(if (check-a-url %) (str url ":1") (str url ":0")))
Clojure now has a as-url function in clojure.java.io:
(as-url "http://google.com") ;;=> #object[java.net.URL 0x5dedf9bd "http://google.com"]
(str (as-url "http://google.com")) ;;=> "http://google.com"
(as-url "notanurl") ;; java.net.MalformedURLException
Based on that we could write a function like so:
(defn check-url
"checks if the url is well formed"
[url]
(str (clojure.string/replace-first url #"(http://|https://)" "")
":"
(try (as-url url) ;; built-in, does not perform an actual request, and does very little validation
1
(catch Exception e 0))))
(defn check-urls-from-file
"from Brian Carper answer"
[filename]
(doseq [line (map check-url (read-lines (as-file filename)))]
(println line)))
Instead of pmap, I used agents with send-off in conjunction with the above solution. I think this is better when there is blocking I/O. I believe pmap has limited concurrency too. Here's what I have so far. I wonder how this will scale with thousands of URLs.
(use '(clojure.contrib duck-streams
java-utils
str-utils))
(import '(java.net URL
URLConnection
HttpURLConnection
UnknownHostException))
(defn check-url [url]
(str (re-sub #"^(?i)http:/+" "" url)
":"
(try
(let [c (cast HttpURLConnection
(.openConnection (URL. url)))]
(if (= 200 (.getResponseCode c))
1
0))
(catch UnknownHostException _
0))))
(def urls (read-lines "urls.txt"))
(def agents (for [url urls] (agent url)))
(doseq [agent agents]
(send-off agent check-url))
(apply await agents)
(def x '())
(doseq [url (filter deref agents)]
(def x (cons #url x)))
(prn x)
(shutdown-agents)