diff --git a/package-lock.json b/package-lock.json
index a917917..f0171bc 100644
--- a/package-lock.json
+++ b/package-lock.json
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-            "ajv": "6.4.0",
-            "ajv-keywords": "3.1.0"
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@@ -4068,9 +3802,9 @@
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-        "trim-repeated": "1.0.0"
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-        "statuses": "1.3.1",
-        "unpipe": "1.0.0"
+        "encodeurl": "~1.0.1",
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@@ -4121,9 +3855,9 @@
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-        "mkdirp": "0.5.1",
-        "pkg-dir": "1.0.0"
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@@ -4132,8 +3866,8 @@
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-        "pinkie-promise": "2.0.1"
+        "path-exists": "^2.0.0",
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-        "meow": "3.7.0",
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@@ -4154,21 +3888,16 @@
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-        "graceful-fs": "4.1.11",
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@@ -4177,13 +3906,13 @@
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@@ -4192,27 +3921,16 @@
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@@ -4225,7 +3943,7 @@
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       "dev": true,
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-        "for-in": "1.0.2"
+        "for-in": "^1.0.1"
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@@ -4234,21 +3952,6 @@
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-      "integrity": "sha1-SXBJi+YEwgwAXU9cI67NIda0kJk=",
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@@ -4278,8 +3981,8 @@
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+        "nan": "^2.3.0",
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@@ -4294,8 +3997,8 @@
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-            "json-stable-stringify": "1.0.1"
+            "co": "^4.6.0",
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@@ -4315,8 +4018,8 @@
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-            "readable-stream": "2.2.9"
+            "delegates": "^1.0.0",
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@@ -4360,7 +4063,7 @@
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@@ -4368,7 +4071,7 @@
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@@ -4376,7 +4079,7 @@
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+            "hoek": "2.x.x"
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@@ -4384,7 +4087,7 @@
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@@ -4415,7 +4118,7 @@
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@@ -4439,7 +4142,7 @@
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+            "boom": "2.x.x"
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@@ -4448,7 +4151,7 @@
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@@ -4491,7 +4194,7 @@
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@@ -4517,9 +4220,9 @@
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-            "combined-stream": "1.0.5",
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+            "asynckit": "^0.4.0",
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@@ -4532,10 +4235,10 @@
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-            "mkdirp": "0.5.1",
-            "rimraf": "2.6.1"
+            "graceful-fs": "^4.1.2",
+            "inherits": "~2.0.0",
+            "mkdirp": ">=0.5 0",
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@@ -4544,9 +4247,9 @@
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-            "inherits": "2.0.3",
-            "minimatch": "3.0.4"
+            "fstream": "^1.0.0",
+            "inherits": "2",
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@@ -4555,14 +4258,14 @@
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-            "string-width": "1.0.2",
-            "strip-ansi": "3.0.1",
-            "wide-align": "1.1.2"
+            "aproba": "^1.0.3",
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+            "has-unicode": "^2.0.0",
+            "object-assign": "^4.1.0",
+            "signal-exit": "^3.0.0",
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+            "strip-ansi": "^3.0.1",
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@@ -4571,7 +4274,7 @@
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@@ -4587,12 +4290,12 @@
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-            "inherits": "2.0.3",
-            "minimatch": "3.0.4",
-            "once": "1.4.0",
-            "path-is-absolute": "1.0.1"
+            "fs.realpath": "^1.0.0",
+            "inflight": "^1.0.4",
+            "inherits": "2",
+            "minimatch": "^3.0.4",
+            "once": "^1.3.0",
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@@ -4612,8 +4315,8 @@
           "dev": true,
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-            "ajv": "4.11.8",
-            "har-schema": "1.0.5"
+            "ajv": "^4.9.1",
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@@ -4628,10 +4331,10 @@
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-            "cryptiles": "2.0.5",
-            "hoek": "2.16.3",
-            "sntp": "1.0.9"
+            "boom": "2.x.x",
+            "cryptiles": "2.x.x",
+            "hoek": "2.x.x",
+            "sntp": "1.x.x"
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@@ -4645,9 +4348,9 @@
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-            "jsprim": "1.4.0",
-            "sshpk": "1.13.0"
+            "assert-plus": "^0.2.0",
+            "jsprim": "^1.2.2",
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@@ -4655,8 +4358,8 @@
           "bundled": true,
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           "requires": {
-            "once": "1.4.0",
-            "wrappy": "1.0.2"
+            "once": "^1.3.0",
+            "wrappy": "1"
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@@ -4675,7 +4378,7 @@
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-            "number-is-nan": "1.0.1"
+            "number-is-nan": "^1.0.0"
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@@ -4701,7 +4404,7 @@
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+            "jsbn": "~0.1.0"
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@@ -4722,7 +4425,7 @@
           "dev": true,
           "optional": true,
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+            "jsonify": "~0.0.0"
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@@ -4767,7 +4470,7 @@
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           "dev": true,
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+            "mime-db": "~1.27.0"
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@@ -4775,7 +4478,7 @@
           "bundled": true,
           "dev": true,
           "requires": {
-            "brace-expansion": "1.1.7"
+            "brace-expansion": "^1.1.7"
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@@ -4803,15 +4506,15 @@
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-            "rimraf": "2.6.1",
-            "semver": "5.3.0",
-            "tar": "2.2.1",
-            "tar-pack": "3.4.0"
+            "mkdirp": "^0.5.1",
+            "nopt": "^4.0.1",
+            "npmlog": "^4.0.2",
+            "rc": "^1.1.7",
+            "request": "^2.81.0",
+            "rimraf": "^2.6.1",
+            "semver": "^5.3.0",
+            "tar": "^2.2.1",
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@@ -4820,8 +4523,8 @@
           "dev": true,
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-            "abbrev": "1.1.0",
-            "osenv": "0.1.4"
+            "abbrev": "1",
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@@ -4830,10 +4533,10 @@
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-            "console-control-strings": "1.1.0",
-            "gauge": "2.7.4",
-            "set-blocking": "2.0.0"
+            "are-we-there-yet": "~1.1.2",
+            "console-control-strings": "~1.1.0",
+            "gauge": "~2.7.3",
+            "set-blocking": "~2.0.0"
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@@ -4858,7 +4561,7 @@
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+            "wrappy": "1"
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@@ -4879,8 +4582,8 @@
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           "dev": true,
           "requires": {
-            "lcid": "1.0.0"
+            "lcid": "^1.0.0"
           }
         },
         "path-type": {
@@ -11933,9 +10514,9 @@
           "integrity": "sha1-WcRPfuSR2nBNpBXaWkBwuk+P5EE=",
           "dev": true,
           "requires": {
-            "graceful-fs": "4.1.11",
-            "pify": "2.3.0",
-            "pinkie-promise": "2.0.1"
+            "graceful-fs": "^4.1.2",
+            "pify": "^2.0.0",
+            "pinkie-promise": "^2.0.0"
           }
         },
         "read-pkg": {
@@ -11944,9 +10525,9 @@
           "integrity": "sha1-9f+qXs0pyzHAR0vKfXVra7KePyg=",
           "dev": true,
           "requires": {
-            "load-json-file": "1.1.0",
-            "normalize-package-data": "2.4.0",
-            "path-type": "1.1.0"
+            "load-json-file": "^1.0.0",
+            "normalize-package-data": "^2.3.2",
+            "path-type": "^1.0.0"
           }
         },
         "read-pkg-up": {
@@ -11955,8 +10536,8 @@
           "integrity": "sha1-nWPBMnbAZZGNV/ACpX9AobZD+wI=",
           "dev": true,
           "requires": {
-            "find-up": "1.1.2",
-            "read-pkg": "1.1.0"
+            "find-up": "^1.0.0",
+            "read-pkg": "^1.0.0"
           }
         },
         "string-width": {
@@ -11965,9 +10546,9 @@
           "integrity": "sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=",
           "dev": true,
           "requires": {
-            "code-point-at": "1.1.0",
-            "is-fullwidth-code-point": "1.0.0",
-            "strip-ansi": "3.0.1"
+            "code-point-at": "^1.0.0",
+            "is-fullwidth-code-point": "^1.0.0",
+            "strip-ansi": "^3.0.0"
           }
         },
         "strip-bom": {
@@ -11976,7 +10557,7 @@
           "integrity": "sha1-YhmoVhZSBJHzV4i9vxRHqZx+aw4=",
           "dev": true,
           "requires": {
-            "is-utf8": "0.2.1"
+            "is-utf8": "^0.2.0"
           }
         },
         "supports-color": {
@@ -11985,7 +10566,7 @@
           "integrity": "sha1-vnoN5ITexcXN34s9WRJQRJEvY1s=",
           "dev": true,
           "requires": {
-            "has-flag": "2.0.0"
+            "has-flag": "^2.0.0"
           }
         },
         "which-module": {
@@ -12000,19 +10581,19 @@
           "integrity": "sha1-eC7CHvQDNF+DCoCMo9UTr1YGUgg=",
           "dev": true,
           "requires": {
-            "camelcase": "3.0.0",
-            "cliui": "3.2.0",
-            "decamelize": "1.2.0",
-            "get-caller-file": "1.0.2",
-            "os-locale": "1.4.0",
-            "read-pkg-up": "1.0.1",
-            "require-directory": "2.1.1",
-            "require-main-filename": "1.0.1",
-            "set-blocking": "2.0.0",
-            "string-width": "1.0.2",
-            "which-module": "1.0.0",
-            "y18n": "3.2.1",
-            "yargs-parser": "4.2.1"
+            "camelcase": "^3.0.0",
+            "cliui": "^3.2.0",
+            "decamelize": "^1.1.1",
+            "get-caller-file": "^1.0.1",
+            "os-locale": "^1.4.0",
+            "read-pkg-up": "^1.0.1",
+            "require-directory": "^2.1.1",
+            "require-main-filename": "^1.0.1",
+            "set-blocking": "^2.0.0",
+            "string-width": "^1.0.2",
+            "which-module": "^1.0.0",
+            "y18n": "^3.2.1",
+            "yargs-parser": "^4.2.0"
           }
         },
         "yargs-parser": {
@@ -12021,7 +10602,7 @@
           "integrity": "sha1-KczqwNxPA8bIe0qfIX3RjJ90hxw=",
           "dev": true,
           "requires": {
-            "camelcase": "3.0.0"
+            "camelcase": "^3.0.0"
           }
         }
       }
@@ -12032,8 +10613,8 @@
       "integrity": "sha512-Y7UddMCv6dGjy81nBv6nuQeFFIt5aalHm7uyDsAsW86nZwfOVPGRr3XMjEQLaT+WKo8rlzhC9qtbJvYKLtAwaw==",
       "dev": true,
       "requires": {
-        "source-list-map": "2.0.0",
-        "source-map": "0.6.1"
+        "source-list-map": "^2.0.0",
+        "source-map": "~0.6.1"
       },
       "dependencies": {
         "source-map": {
@@ -12050,8 +10631,8 @@
       "integrity": "sha1-DK+dLXVdk67gSdS90NP+LMoqJOs=",
       "dev": true,
       "requires": {
-        "http-parser-js": "0.4.9",
-        "websocket-extensions": "0.1.3"
+        "http-parser-js": ">=0.4.0",
+        "websocket-extensions": ">=0.1.1"
       }
     },
     "websocket-extensions": {
@@ -12071,7 +10652,7 @@
       "integrity": "sha512-xcJpopdamTuY5duC/KnTTNBraPK54YwpenP4lzxU8H91GudWpFv38u0CKjclE1Wi2EH2EDz5LRcHcKbCIzqGyg==",
       "dev": true,
       "requires": {
-        "isexe": "2.0.0"
+        "isexe": "^2.0.0"
       }
     },
     "which-module": {
@@ -12080,36 +10661,6 @@
       "integrity": "sha1-2e8H3Od7mQK4o6j6SzHD4/fm6Ho=",
       "dev": true
     },
-    "which-pm-runs": {
-      "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/which-pm-runs/-/which-pm-runs-1.0.0.tgz",
-      "integrity": "sha1-Zws6+8VS4LVd9rd4DKdGFfI60cs="
-    },
-    "white-space-x": {
-      "version": "3.0.1",
-      "resolved": "https://registry.npmjs.org/white-space-x/-/white-space-x-3.0.1.tgz",
-      "integrity": "sha512-BwMFXQNPna/4RsNPOgldVYn+FkEv+lc3wUiFzuaW6Z2DH/oSk1UrRD6SBqDgWQO4JU+aBq3PVuPD9Vz0j7mh0w=="
-    },
-    "wide-align": {
-      "version": "1.1.2",
-      "resolved": "https://registry.npmjs.org/wide-align/-/wide-align-1.1.2.tgz",
-      "integrity": "sha512-ijDLlyQ7s6x1JgCLur53osjm/UXUYD9+0PbYKrBsYisYXzCxN+HC3mYDNy/dWdmf3AwqwU3CXwDCvsNgGK1S0w==",
-      "requires": {
-        "string-width": "1.0.2"
-      },
-      "dependencies": {
-        "string-width": {
-          "version": "1.0.2",
-          "resolved": "https://registry.npmjs.org/string-width/-/string-width-1.0.2.tgz",
-          "integrity": "sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=",
-          "requires": {
-            "code-point-at": "1.1.0",
-            "is-fullwidth-code-point": "1.0.0",
-            "strip-ansi": "3.0.1"
-          }
-        }
-      }
-    },
     "window-size": {
       "version": "0.1.0",
       "resolved": "https://registry.npmjs.org/window-size/-/window-size-0.1.0.tgz",
@@ -12128,8 +10679,8 @@
       "integrity": "sha1-6OmVMx6jTfW/aCloJL+38K1XjUM=",
       "dev": true,
       "requires": {
-        "loader-utils": "1.1.0",
-        "schema-utils": "0.3.0"
+        "loader-utils": "^1.0.2",
+        "schema-utils": "^0.3.0"
       }
     },
     "wrap-ansi": {
@@ -12138,8 +10689,8 @@
       "integrity": "sha1-2Pw9KE3QV5T+hJc8rs3Rz4JP3YU=",
       "dev": true,
       "requires": {
-        "string-width": "1.0.2",
-        "strip-ansi": "3.0.1"
+        "string-width": "^1.0.1",
+        "strip-ansi": "^3.0.1"
       },
       "dependencies": {
         "string-width": {
@@ -12148,9 +10699,9 @@
           "integrity": "sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=",
           "dev": true,
           "requires": {
-            "code-point-at": "1.1.0",
-            "is-fullwidth-code-point": "1.0.0",
-            "strip-ansi": "3.0.1"
+            "code-point-at": "^1.0.0",
+            "is-fullwidth-code-point": "^1.0.0",
+            "strip-ansi": "^3.0.0"
           }
         }
       }
@@ -12175,7 +10726,8 @@
     "wrappy": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
-      "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8="
+      "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8=",
+      "dev": true
     },
     "write": {
       "version": "0.2.1",
@@ -12183,22 +10735,7 @@
       "integrity": "sha1-X8A4KOJkzqP+kUVUdvejxWbLB1c=",
       "dev": true,
       "requires": {
-        "mkdirp": "0.5.1"
-      }
-    },
-    "write-stream": {
-      "version": "0.4.3",
-      "resolved": "https://registry.npmjs.org/write-stream/-/write-stream-0.4.3.tgz",
-      "integrity": "sha1-g8yMA0fQr2BXqThitOOuAd5cgcE=",
-      "requires": {
-        "readable-stream": "0.0.4"
-      },
-      "dependencies": {
-        "readable-stream": {
-          "version": "0.0.4",
-          "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-0.0.4.tgz",
-          "integrity": "sha1-8y124/uGM0SlSNeZIwBxc2ZbO40="
-        }
+        "mkdirp": "^0.5.1"
       }
     },
     "ws": {
@@ -12206,9 +10743,9 @@
       "resolved": "https://registry.npmjs.org/ws/-/ws-4.0.0.tgz",
       "integrity": "sha512-QYslsH44bH8O7/W2815u5DpnCpXWpEK44FmaHffNwgJI4JMaSZONgPBTOfrxJ29mXKbXak+LsJ2uAkDTYq2ptQ==",
       "requires": {
-        "async-limiter": "1.0.0",
-        "safe-buffer": "5.1.1",
-        "ultron": "1.1.1"
+        "async-limiter": "~1.0.0",
+        "safe-buffer": "~5.1.0",
+        "ultron": "~1.1.0"
       }
     },
     "xml-char-classes": {
@@ -12226,7 +10763,8 @@
     "xtend": {
       "version": "4.0.1",
       "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.1.tgz",
-      "integrity": "sha1-pcbVMr5lbiPbgg77lDofBJmNY68="
+      "integrity": "sha1-pcbVMr5lbiPbgg77lDofBJmNY68=",
+      "dev": true
     },
     "y18n": {
       "version": "3.2.1",
@@ -12246,19 +10784,19 @@
       "integrity": "sha1-YpmpBVsc78lp/355wdkY3Osiw2A=",
       "dev": true,
       "requires": {
-        "camelcase": "4.1.0",
-        "cliui": "3.2.0",
-        "decamelize": "1.2.0",
-        "get-caller-file": "1.0.2",
-        "os-locale": "2.1.0",
-        "read-pkg-up": "2.0.0",
-        "require-directory": "2.1.1",
-        "require-main-filename": "1.0.1",
-        "set-blocking": "2.0.0",
-        "string-width": "2.1.1",
-        "which-module": "2.0.0",
-        "y18n": "3.2.1",
-        "yargs-parser": "7.0.0"
+        "camelcase": "^4.1.0",
+        "cliui": "^3.2.0",
+        "decamelize": "^1.1.1",
+        "get-caller-file": "^1.0.1",
+        "os-locale": "^2.0.0",
+        "read-pkg-up": "^2.0.0",
+        "require-directory": "^2.1.1",
+        "require-main-filename": "^1.0.1",
+        "set-blocking": "^2.0.0",
+        "string-width": "^2.0.0",
+        "which-module": "^2.0.0",
+        "y18n": "^3.2.1",
+        "yargs-parser": "^7.0.0"
       },
       "dependencies": {
         "camelcase": {
@@ -12273,9 +10811,9 @@
           "integrity": "sha1-EgYBU3qRbSmUD5NNo7SNWFo5IT0=",
           "dev": true,
           "requires": {
-            "string-width": "1.0.2",
-            "strip-ansi": "3.0.1",
-            "wrap-ansi": "2.1.0"
+            "string-width": "^1.0.1",
+            "strip-ansi": "^3.0.1",
+            "wrap-ansi": "^2.0.0"
           },
           "dependencies": {
             "string-width": {
@@ -12284,9 +10822,9 @@
               "integrity": "sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=",
               "dev": true,
               "requires": {
-                "code-point-at": "1.1.0",
-                "is-fullwidth-code-point": "1.0.0",
-                "strip-ansi": "3.0.1"
+                "code-point-at": "^1.0.0",
+                "is-fullwidth-code-point": "^1.0.0",
+                "strip-ansi": "^3.0.0"
               }
             }
           }
@@ -12299,7 +10837,7 @@
       "integrity": "sha1-jQrELxbqVd69MyyvTEA4s+P139k=",
       "dev": true,
       "requires": {
-        "camelcase": "4.1.0"
+        "camelcase": "^4.1.0"
       },
       "dependencies": {
         "camelcase": {
@@ -12314,9 +10852,10 @@
       "version": "2.9.1",
       "resolved": "https://registry.npmjs.org/yauzl/-/yauzl-2.9.1.tgz",
       "integrity": "sha1-qBmB6nCleUYTOIPwKcWCGok1mn8=",
+      "dev": true,
       "requires": {
-        "buffer-crc32": "0.2.13",
-        "fd-slicer": "1.0.1"
+        "buffer-crc32": "~0.2.3",
+        "fd-slicer": "~1.0.1"
       }
     },
     "yml-loader": {
@@ -12325,8 +10864,8 @@
       "integrity": "sha512-mo42d5FQWlXxpyTEpYywPu1LzK3F69pPPCOB8WKgJi8s+aqaogQP7XnXTjSobbKzzlZ/wXm7kg9CkP4x4ZnVMw==",
       "dev": true,
       "requires": {
-        "js-yaml": "3.10.0",
-        "loader-utils": "1.1.0"
+        "js-yaml": "^3.8.3",
+        "loader-utils": "^1.1.0"
       }
     }
   }
diff --git a/package.json b/package.json
index da974fb..0a610df 100644
--- a/package.json
+++ b/package.json
@@ -24,6 +24,7 @@
     "@doodle3d/doodle3d-core": "github:doodle3d/doodle3d-core",
     "babel-plugin-transform-class-properties": "^6.24.1",
     "file-saver": "^1.3.3",
+    "heap": "^0.2.6",
     "lodash": "^4.17.4",
     "material-ui": "^0.19.4",
     "material-ui-icons": "^1.0.0-beta.17",
diff --git a/src/sliceActions/helpers/comb.js b/src/sliceActions/helpers/comb.js
index e1165d4..a425e3f 100644
--- a/src/sliceActions/helpers/comb.js
+++ b/src/sliceActions/helpers/comb.js
@@ -1,3 +1,4 @@
+import Heap from 'heap';
 import { angle, subtract, distanceTo } from './vector2.js';
 
 const graphs = new WeakMap();
@@ -147,40 +148,36 @@ function betweenAngles(n, a, b) {
 
 // dijkstra's algorithm
 function shortestPath(graph, start, end) {
+  const traverse = graph.map(() => -1);
+  traverse[start] = start;
+  const visited = graph.map(() => false);
   const distances = graph.map(() => Infinity);
   distances[start] = 0;
-  const traverse = [];
-  const queue = [];
-  for (let i = 0; i < distances.length; i ++) {
-    queue.push(i);
-  }
 
-  while (queue.length > 0) {
-    let queueIndex;
-    let minDistance = Infinity;
-    for (let index = 0; index < queue.length; index ++) {
-      const nodeIndex = queue[index];
-      const distance = distances[nodeIndex];
-      if (distances[nodeIndex] < minDistance) {
-        queueIndex = index;
-        minDistance = distance;
-      }
-    }
+  const heap = new Heap((a, b) => a.distance - b.distance);
+  heap.push({ nodeIndex: start, distance: 0 });
+
+  for (let i = 0; i < graph.length; i ++) {
+    let nodeIndex;
+    do { nodeIndex = heap.pop().nodeIndex } while (visited[nodeIndex]);
+
+    if (nodeIndex === end) break;
 
-    const [nodeIndex] = queue.splice(queueIndex, 1);
     const node = graph[nodeIndex];
+    visited[nodeIndex] = true;
 
     for (let i = 0; i < node.length; i ++) {
       const child = node[i];
       const distance = distances[nodeIndex] + child.distance;
       if (distance < distances[child.to]) {
+        heap.push({ nodeIndex: child.to, distance });
         distances[child.to] = distance;
         traverse[child.to] = nodeIndex;
       }
     }
   }
 
-  if (!traverse.hasOwnProperty(end)) return null;
+  if (traverse[end] === -1) return null;
 
   const path = [end];
   let nodeIndex = end;