Created
January 26, 2016 20:02
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Sample clojure code for searching log entries stored in chunks in custom binary format on Windows Azure
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(ns azurelog.reader | |
(:require [clj-time.core :as t] | |
[clj-time.format :as f] | |
[clojure.java.io :as io]) | |
(:import [com.microsoft.azure.storage CloudStorageAccount] | |
[java.nio ByteOrder ByteBuffer] | |
[com.microsoft.azure.storage.blob] | |
[java.util.zip GZIPInputStream] | |
[org.apache.commons.io.input BoundedInputStream])) | |
(defn conn-str [config] | |
(str "DefaultEndpointsProtocol=http;" | |
"AccountName=" (:name config) | |
";AccountKey=" (:key config) | |
";")) | |
(defn blob-client [config] | |
(.createCloudBlobClient (CloudStorageAccount/parse (conn-str config)))) | |
(defn get-logs-container [client] (.getContainerReference client "sv-shippedlogs")) | |
(defn range->days [from to] | |
(take-while | |
#(t/before? % to) | |
(iterate #(t/plus % (t/days 1)) from))) | |
(defn date->hours [date] (map #(t/plus date (t/hours %)) (range 0 24))) | |
(def date-format (f/formatter "yyyyMMdd-HH")) | |
(defn log-blob-name [ctx date] | |
(str ctx "/" (f/unparse date-format date) ".log.gz")) | |
(defn all-log-files [container ctx start end] | |
(map | |
#(.getPageBlobReference container (log-blob-name ctx %)) | |
(flatten (map date->hours (range->days start end))))) | |
(defn read-chunk-length! [s] | |
(let [ | |
bs (byte-array 6) | |
_ (.read s bs) | |
buf (ByteBuffer/wrap bs) | |
] | |
(.order buf ByteOrder/LITTLE_ENDIAN) | |
(assert (= 1 (.getShort buf)) "unexpected version") | |
(.getInt buf))) | |
(defn matches-query? [s query] (some #(.contains % query) s)) | |
(defn date-line? [s] (re-find #"^\d{4}-\d{2}-\d{2} \d{2}:\d{2}:\d{2}\.\d+ \+00:00" s)) | |
(defn group-entries | |
"returns a lazy sequence over matching log entries" | |
[pred coll agg] | |
(let [step (fn [p c a] | |
(if-let [s (seq c)] | |
(if (p (first s)) | |
(cons (reverse a) (group-entries p (rest s) (list (first s)))) | |
(recur p (rest s) (cons (first s) a)) | |
) | |
(list (reverse a)) | |
))] | |
(lazy-seq (step pred coll agg)))) | |
(defn get-matching-entries [s query] | |
(filter #(matches-query? % query) (group-entries date-line? s []))) | |
(defn search-blob [ref query] | |
(printf "Loading blob %s to search for '%s'\n" (.getName ref) query) | |
(when (.exists ref) | |
(with-open [ | |
s (.openInputStream ref) | |
rdr (-> s | |
(BoundedInputStream. (read-chunk-length! s)) | |
GZIPInputStream. | |
io/reader) | |
] | |
(doall (get-matching-entries (line-seq rdr) query))))) | |
(defn get-container [] (get-logs-container (blob-client config))) | |
(defn search-container [container req] | |
(let [ | |
{start :start end :end ctx :context query :query} req | |
blobs (all-log-files container ctx start end) | |
] | |
(printf "Searching '%s' in %s from %s to %s\n" query ctx start end) | |
(pmap #(search-blob % query) blobs))) |
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