From ee9558a1bb0717a58008195c13b5ebc7d24fcf0a Mon Sep 17 00:00:00 2001
From: coolneng <akasroua@gmail.com>
Date: Fri, 10 Jan 2020 23:29:23 +0100
Subject: [PATCH] Add plotting functionality

---
 code/Pipfile                           |   1 +
 code/Pipfile.lock                      |  77 ++++++++++++++++++++++++-
 code/app/forms.py                      |  22 +------
 code/app/routes.py                     |  37 ++++++++----
 code/app/static/plot.png               | Bin 0 -> 16863 bytes
 code/app/templates/data.html           |   4 +-
 code/app/templates/index.html          |   5 +-
 code/app/templates/plot.html           |   8 +++
 code/app/templates/plot_selection.html |  12 ++++
 code/database/queries.py               |  13 +++++
 code/igdb.py                           |   2 +-
 code/processing/dataframe.py           |  45 +++++++++++++++
 code/processing/tabulate.py            |  19 ------
 13 files changed, 190 insertions(+), 55 deletions(-)
 create mode 100644 code/app/static/plot.png
 create mode 100644 code/app/templates/plot.html
 create mode 100644 code/app/templates/plot_selection.html
 create mode 100644 code/processing/dataframe.py
 delete mode 100644 code/processing/tabulate.py

diff --git a/code/Pipfile b/code/Pipfile
index f8644d3..294f719 100644
--- a/code/Pipfile
+++ b/code/Pipfile
@@ -14,6 +14,7 @@ iso3166 = "*"
 flask-wtf = "*"
 flask-login = "*"
 flask-bootstrap = "*"
+matplotlib = "*"
 
 [requires]
 python_version = "3.8"
diff --git a/code/Pipfile.lock b/code/Pipfile.lock
index 484caa2..cd43be1 100644
--- a/code/Pipfile.lock
+++ b/code/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "b25fa5cfde97f34d3f4210b7c3e602df640d50105eb290daefa14c194b289936"
+            "sha256": "80f6c409aa1104974ff405c48d5527140030fb7e8d6bbf8aa21e884b3d151b5a"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -23,6 +23,13 @@
             ],
             "version": "==7.0"
         },
+        "cycler": {
+            "hashes": [
+                "sha256:1d8a5ae1ff6c5cf9b93e8811e581232ad8920aeec647c37316ceac982b08cb2d",
+                "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8"
+            ],
+            "version": "==0.10.0"
+        },
         "dominate": {
             "hashes": [
                 "sha256:6e833aea505f0236a9fc692326bac575f8bd38ae0f3a1bdc73d20ca606ac75d5",
@@ -90,6 +97,48 @@
             ],
             "version": "==2.10.3"
         },
+        "kiwisolver": {
+            "hashes": [
+                "sha256:05b5b061e09f60f56244adc885c4a7867da25ca387376b02c1efc29cc16bcd0f",
+                "sha256:210d8c39d01758d76c2b9a693567e1657ec661229bc32eac30761fa79b2474b0",
+                "sha256:26f4fbd6f5e1dabff70a9ba0d2c4bd30761086454aa30dddc5b52764ee4852b7",
+                "sha256:3b15d56a9cd40c52d7ab763ff0bc700edbb4e1a298dc43715ecccd605002cf11",
+                "sha256:3b2378ad387f49cbb328205bda569b9f87288d6bc1bf4cd683c34523a2341efe",
+                "sha256:400599c0fe58d21522cae0e8b22318e09d9729451b17ee61ba8e1e7c0346565c",
+                "sha256:47b8cb81a7d18dbaf4fed6a61c3cecdb5adec7b4ac292bddb0d016d57e8507d5",
+                "sha256:53eaed412477c836e1b9522c19858a8557d6e595077830146182225613b11a75",
+                "sha256:58e626e1f7dfbb620d08d457325a4cdac65d1809680009f46bf41eaf74ad0187",
+                "sha256:5a52e1b006bfa5be04fe4debbcdd2688432a9af4b207a3f429c74ad625022641",
+                "sha256:5c7ca4e449ac9f99b3b9d4693debb1d6d237d1542dd6a56b3305fe8a9620f883",
+                "sha256:682e54f0ce8f45981878756d7203fd01e188cc6c8b2c5e2cf03675390b4534d5",
+                "sha256:76275ee077772c8dde04fb6c5bc24b91af1bb3e7f4816fd1852f1495a64dad93",
+                "sha256:79bfb2f0bd7cbf9ea256612c9523367e5ec51d7cd616ae20ca2c90f575d839a2",
+                "sha256:7f4dd50874177d2bb060d74769210f3bce1af87a8c7cf5b37d032ebf94f0aca3",
+                "sha256:8944a16020c07b682df861207b7e0efcd2f46c7488619cb55f65882279119389",
+                "sha256:8aa7009437640beb2768bfd06da049bad0df85f47ff18426261acecd1cf00897",
+                "sha256:9105ce82dcc32c73eb53a04c869b6a4bc756b43e4385f76ea7943e827f529e4d",
+                "sha256:933df612c453928f1c6faa9236161a1d999a26cd40abf1dc5d7ebbc6dbfb8fca",
+                "sha256:939f36f21a8c571686eb491acfffa9c7f1ac345087281b412d63ea39ca14ec4a",
+                "sha256:9491578147849b93e70d7c1d23cb1229458f71fc79c51d52dce0809b2ca44eea",
+                "sha256:9733b7f64bd9f807832d673355f79703f81f0b3e52bfce420fc00d8cb28c6a6c",
+                "sha256:a02f6c3e229d0b7220bd74600e9351e18bc0c361b05f29adae0d10599ae0e326",
+                "sha256:a0c0a9f06872330d0dd31b45607197caab3c22777600e88031bfe66799e70bb0",
+                "sha256:aa716b9122307c50686356cfb47bfbc66541868078d0c801341df31dca1232a9",
+                "sha256:acc4df99308111585121db217681f1ce0eecb48d3a828a2f9bbf9773f4937e9e",
+                "sha256:b64916959e4ae0ac78af7c3e8cef4becee0c0e9694ad477b4c6b3a536de6a544",
+                "sha256:d22702cadb86b6fcba0e6b907d9f84a312db9cd6934ee728144ce3018e715ee1",
+                "sha256:d3fcf0819dc3fea58be1fd1ca390851bdb719a549850e708ed858503ff25d995",
+                "sha256:d52e3b1868a4e8fd18b5cb15055c76820df514e26aa84cc02f593d99fef6707f",
+                "sha256:db1a5d3cc4ae943d674718d6c47d2d82488ddd94b93b9e12d24aabdbfe48caee",
+                "sha256:e3a21a720791712ed721c7b95d433e036134de6f18c77dbe96119eaf7aa08004",
+                "sha256:e8bf074363ce2babeb4764d94f8e65efd22e6a7c74860a4f05a6947afc020ff2",
+                "sha256:f16814a4a96dc04bf1da7d53ee8d5b1d6decfc1a92a63349bb15d37b6a263dd9",
+                "sha256:f2b22153870ca5cf2ab9c940d7bc38e8e9089fa0f7e5856ea195e1cf4ff43d5a",
+                "sha256:f790f8b3dff3d53453de6a7b7ddd173d2e020fb160baff578d578065b108a05f",
+                "sha256:fe51b79da0062f8e9d49ed0182a626a7dc7a0cbca0328f612c6ee5e4711c81e4"
+            ],
+            "version": "==1.1.0"
+        },
         "markupsafe": {
             "hashes": [
                 "sha256:00bc623926325b26bb9605ae9eae8a215691f33cae5df11ca5424f06f2d1f473",
@@ -123,6 +172,25 @@
             ],
             "version": "==1.1.1"
         },
+        "matplotlib": {
+            "hashes": [
+                "sha256:08ccc8922eb4792b91c652d3e6d46b1c99073f1284d1b6705155643e8046463a",
+                "sha256:161dcd807c0c3232f4dcd4a12a382d52004a498174cbfafd40646106c5bcdcc8",
+                "sha256:1f9e885bfa1b148d16f82a6672d043ecf11197f6c71ae222d0546db706e52eb2",
+                "sha256:2d6ab54015a7c0d727c33e36f85f5c5e4172059efdd067f7527f6e5d16ad01aa",
+                "sha256:5d2e408a2813abf664bd79431107543ecb449136912eb55bb312317edecf597e",
+                "sha256:61c8b740a008218eb604de518eb411c4953db0cb725dd0b32adf8a81771cab9e",
+                "sha256:80f10af8378fccc136da40ea6aa4a920767476cdfb3241acb93ef4f0465dbf57",
+                "sha256:819d4860315468b482f38f1afe45a5437f60f03eaede495d5ff89f2eeac89500",
+                "sha256:8cc0e44905c2c8fda5637cad6f311eb9517017515a034247ab93d0cf99f8bb7a",
+                "sha256:8e8e2c2fe3d873108735c6ee9884e6f36f467df4a143136209cff303b183bada",
+                "sha256:98c2ffeab8b79a4e3a0af5dd9939f92980eb6e3fec10f7f313df5f35a84dacab",
+                "sha256:d59bb0e82002ac49f4152963f8a1079e66794a4f454457fd2f0dcc7bf0797d30",
+                "sha256:ee59b7bb9eb75932fe3787e54e61c99b628155b0cedc907864f24723ba55b309"
+            ],
+            "index": "pypi",
+            "version": "==3.1.2"
+        },
         "numpy": {
             "hashes": [
                 "sha256:1786a08236f2c92ae0e70423c45e1e62788ed33028f94ca99c4df03f5be6b3c6",
@@ -182,6 +250,13 @@
             "index": "pypi",
             "version": "==0.9.3"
         },
+        "pyparsing": {
+            "hashes": [
+                "sha256:4c830582a84fb022400b85429791bc551f1f4871c33f23e44f353119e92f969f",
+                "sha256:c342dccb5250c08d45fd6f8b4a559613ca603b57498511740e65cd11a2e7dcec"
+            ],
+            "version": "==2.4.6"
+        },
         "python-dateutil": {
             "hashes": [
                 "sha256:73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c",
diff --git a/code/app/forms.py b/code/app/forms.py
index 5946cc3..b081359 100644
--- a/code/app/forms.py
+++ b/code/app/forms.py
@@ -10,7 +10,7 @@ class LoginForm(FlaskForm):
     submit = SubmitField("Sign In")
 
 
-class YearForm(FlaskForm):
+class AnnualForm(FlaskForm):
     year_list = [
         ("2011", 2011),
         ("2012", 2012),
@@ -26,22 +26,6 @@ class YearForm(FlaskForm):
     submit = SubmitField("Search")
 
 
-class IntervalForm(FlaskForm):
-    year_list = [
-        ("2011", 2011),
-        ("2012", 2012),
-        ("2013", 2013),
-        ("2014", 2014),
-        ("2015", 2015),
-        ("2016", 2016),
-        ("2017", 2017),
-        ("2018", 2018),
-    ]
-    name = StringField("Glacier Name")
-    lower_bound = SelectField(
-        "First year", validators=[DataRequired()], choices=year_list
-    )
-    upper_bound = SelectField(
-        "Second year", validators=[DataRequired()], choices=year_list
-    )
+class PlotForm(FlaskForm):
+    name = StringField("Glacier Name", validators=[DataRequired()])
     submit = SubmitField("Search")
diff --git a/code/app/routes.py b/code/app/routes.py
index 0b38a37..69fd314 100644
--- a/code/app/routes.py
+++ b/code/app/routes.py
@@ -1,11 +1,10 @@
-from app import app, db
-from app.forms import LoginForm, YearForm, IntervalForm
-from app.models import User, Annual_Data, Glacier
-from flask import flash, redirect, render_template, url_for, request
-from flask_login import current_user, login_user, logout_user, login_required
+from app import app
+from app.forms import AnnualForm, LoginForm, PlotForm
+from database.queries import query_annual_data, query_plot_data, query_user
+from flask import flash, redirect, render_template, request, url_for, send_file
+from flask_login import current_user, login_required, login_user, logout_user
+from processing.dataframe import create_table, create_plot
 from werkzeug.urls import url_parse
-from processing.tabulate import create_table
-from database.queries import query_annual_data, query_user
 
 
 @app.route("/")
@@ -57,7 +56,7 @@ def data():
 
 @app.route("/table_selection", methods=["GET", "POST"])
 def table_selection():
-    form = YearForm()
+    form = AnnualForm()
     if form.validate_on_submit():
         query = query_annual_data(form)
         table = create_table(query.statement)
@@ -70,6 +69,22 @@ def table():
     return render_template("table.html", table=table, title="Table")
 
 
-@app.route("/plots")
-def plots():
-    return render_template("data.html", title="Data")
+@app.route("/plot_selection", methods=["GET", "POST"])
+def plot_selection():
+    form = PlotForm()
+    if form.validate_on_submit():
+        query = query_plot_data(form)
+        plot = create_plot(query.statement)
+        return render_template("plot.html", title="Plot", plot=plot)
+    return render_template("plot_selection.html", title="Data", form=form)
+
+
+@app.route("/plot")
+def plot():
+    return render_template("plot.html", title="Plot", plot=plot)
+
+
+@app.route("/figure")
+def figure(query):
+    fig = create_plot(query)
+    return send_file(fig, mimetype="image/png")
diff --git a/code/app/static/plot.png b/code/app/static/plot.png
new file mode 100644
index 0000000000000000000000000000000000000000..549d240a71e4f4eada6b4afb31d1da631ca8812b
GIT binary patch
literal 16863
zcmeHvXH-;KyJnef6=@?1BCVnbD2S2-0V7x-AX$kDisYOm8d_0Fb}0rB5J7Sf1d9xc
zfPzRYP{|@WOV0CbzSQ^5ckkS}Ge72AYkJws)k>W@XYY5v?~_j7J*yzYw2E~Vg+gJX
zo<6Bep)9^ep)6`%xg38YR8ju}zb&;rPE}ore_U5yx`Y4z#p?8VTMC8wBKdbwlvJcK
z{!rBJ)Hyp9OG7)yi#C@j<`?a(%q;E9jP-wWxNKu<Y-w?bPk`^>zTb@O?5xE2`Tz0v
ze3mv>_;-7S%2Fu5QK%=6sX9IDZE(?6v(K3y8gJ+OemjdoyYpj{>Y#cCmr52VkI+-W
zL;klOeM?$mzmb32o<sa9cF#VX*&iAG-cT@g``4`nO6yi^+myP4TJ^E=g#NC_5j1w)
zqZj7qI$NgFhiU$==yA2fL+AWfn7T>1#Fw$Kxs^G_XVVK>tVEaMDXIpo?3dtoBkiR}
z@!NwPl*JUvlQoNerBL!Nt-OXm+H-<}A3U&i@oyB$wU5727Evf?Zc|oLC>IX?|Bw8a
zSFEsv!BqdDyQjzg=MQSCQN{7iUImOktf*<TmFP$xy@_YvzBAjmw`;H7MVVW}r5LR0
z<dha$hxM0wdv^m@b%Kt#2EAqd(!7w+Q(l{CIn&G^Oj0w_*eDdM{k;yE@AC6~Jc>&1
zP$mv(r}depYW{+)tH1DRX5!IdOIK|0lP!PV()>gCYi(&AouJPlQUl$>gBzTjor_CK
zN~+5yW`89+-K3(X_L4tm;`mz6d`5gT*U#~Bjk-7HZLO`X-Rkx0aj|P&)eJ_L7k|$E
z+}zx6DaQFcl}v>#R#6cV(t7TbFYkGIG16_XRJnf{W{{#u`!G4&(PkxD9U;#qWLooy
z(bvpnR1^0!D?8hMX2P0LUHze~tc<ZgoqeYOh4T1qag&daT5fDB9XJ1%O0zl@;`;OM
z@-<t2lai7e?PiqV5@Ib|k5VWJ$2{jhTU7VB&AA>A(;bivzS_Q3$g)ve#&?_2(WBR5
z>)zVGTZM;8J1H;k!`byE$$(YV>iN!{JF8>Vcv&28_1r=|AKft2pE(e7r7YM4x22hC
z^0Fo0vuC8M3Qtm19jy{%Qslig?3WFDwoJ2&*_Gc|w))}2hn%sDn4;}2XEuACx^?ST
zfRsnhzRh0kpM!X*vT|}NkNI?d3=AY{S)`v*l$ssc%@L4&F@Jf3b5H!w;bE1Ynt1zx
z>~U5D27?hGU~t<aXVQ?|_3ZSxhOVyeiCImnt>lCST&t{9mKe-i;yh9zGg{^`r*ie`
zRaS9_UcadWJuJFT$C8qgzU6x42D?ug`#*XV<1*eKAnBHY8xS%mTtij%+PwdvzyHg8
zPiE7h?*&t>9P?2qp{*SsKYy;t9&e1T2$M0LpPMZ%EoGR~8w|Z8!^5MVKR;?(6IXG4
z$%>I!y;<2^GQQPULfjl?-FKw%1TQ-IpxpLynQ4NA=-h=R4wY#M_Kot!pVtrPY?e3f
zHw+pN_29^8|JEO$8Jm)#nwpx5n~lS2b5bQ-bf*UtXt&q0$8=Riin9;@{Hcr$I)37W
zkHPCJWy0?L<)JqXKRpRWg`haj)57ts>f=owx$UKaSE>sN3uS4tva%`q1*`lYKHQ5V
zLleX^nm1;h=T(m@Pph_;GHIMJUU^O4`~3WirIgoRK0b_B7xSxMUr{V5Dl&b4XI;iX
z&a_>Xyok>5;i=IcM|peG+5|=ke{P&Xk#BTNj4W<9Su?)SNlEFCJ&M7uUu(A?aXM>n
zZ{J<{(yMByyW1pK!0hD0wonum72AINFdFY~_?BTG`)J?!7m>lvvRHn9PtT&=^c%VJ
zpMp8DqcbZKRnDG$ZrxgF+?aLso}Zt_g$vK|bYY)9oe66<X?m`#rnVaw+q8LeaaC27
z@xI@FJF3?e%h9_?ilYquxcua~eVZHHr~3j#EQ7}en)o?5IO6qkb<Mw}C>a|^D`{wG
zMEXh1O>pTL;9l<Cxl^v9DDl#Lb}HJo<FlCiOqz=PnKRxtwzmA!Q;pd!u?YzZn>KCg
zu8w|C<uGJ!D7a4@=hJBMSbsxoeZ98N7J=h$-@g5p>6n-^^Hc8BsZ-HchudZ4<<%S<
z-iSH$MzQF*Dn%*;O;KyR>eFA7?Jz85B}H9~g2I{xnUM3x#3p=(UEHC1cDyO^+c!<z
z>qn>Y!8GeuoSJYv_-KEF7U>hXtxX#?gsq(w*Y<2$?!J<AmOXhUsU}6f?9N>;A77%^
zZCbZ36rb>66_V{J3#paia0?F)=foi}M%!UMc<F;;#%F$yNjdpIVR>$D?wEuG_2b8H
zkmJz0OP`aQk56GBYuI=5zH`qzLOgWUW7TdhXF6D@5qB=MX|~^yoRzuJM2~3uo*LEz
z7q0bZ^dy8#o8}26i@JZB&Tn~dLFYYi;H<yDzXEe^2JL*)(sx;j3EZXU^&4wnaF=E$
zb-4A{AKt{m!h7(bvb(#x)U>M<!_SSyO2s<6-7Qs0#&KpmGihiI`p>@`pB5aH5RbX5
z=l5-n95`^qvHuzE!2<?5(z2yX_X-FowY9Y=B=T}|E8$^gW@k5T+ZOlq(3O}sZ)&3V
z@bfFWO^y7Kn3yPL-yI$o7gzXXJ+3d8ZcmwMzR5h|DK&FUKtMpDC{jK!0$b4;<k+a>
z?w+F%d?Y%_pop~<6)k)E^jY*nhk?d;e_jn9US2ud_D=#PXm|ei??2yh;&xP2)M=GS
z1x7gaLCWQlN78{D_zK=Mb4pxHOeJ=5q)2M6qRZ3_9~~`Zv+OKj(W@>GJ;9(`>cyW+
zI-cn`P!lZS!b#PlTQJZ|M?0kE&u2T2Rz@j>rCfNsc)!-0GeSZ_wD7i)$7JoEK7D%c
z-aTbm*?Z{2l9BwcmjjmEs~4v1;o{=mvEvvTn4_5PxpPs&9cAL|12yr1-{_W!H*PGZ
zHo3{mmjz2~TEAYu`h8JRi3Pm}_aR+6UdGPBVfhRb<axAB3G)rz*M>flGlM7G2H&oD
z?2R4$SX3l)?AS4dq7%oDtE#ITR%>sY<MY<rlBwy_U{U+^^%eeUiQ8z;C@JBwK8I<=
zC+uWor#Gx>#!w#7n;+G~pzxQIx;AWc@ZiCXTecXPwY0P(So}hvG|Sj#QqJLa@7-H9
z+Epckmi`m%4x6CsK6x3{%gxDo63_qG)$`)jtLa0#D?>v=A7}ASyqjZYoQtn1NtmN5
zJ3D7!b$$BY-`!Aq`7?zwqit<%tq}60g$EZ%KDSS5GV^wYXnp_YL3BC0!RNyolSh7j
z*wu~2sjRHrxP3dHrKM$Cdpi&6iDviX!#cFh4~DO)G&AAAV7IaJYO1PxMMcli9zJ-m
z3!|*F(<scaDneeN_T$Ho0-vo9=j7!4939QJuw6!}Kia-rxPMgHL8O1w{YF}vC`Pax
zfA$D1R_m?b4~IpsFjTrL!aS>z(5qwBV$}<Wutq#WLTcFPhYS<O2E`*g0!t$nEm?k=
zChff?6kjGWGnlWLW))goTrB7^X11G)i*1ob@k4IS47+H<(twvZ>Z)~g%i0Y4o`*p}
z4QU%lNnEmUTs@(=Pc!ATV}t$U^&2(_8I}Kb>-Oz#46{Rp5)u-r)~(W4foBX~cZGUx
zS5{W0wU>ohR-crX<`EayI(+!>JwOXX!w6lES$j-{OnpFcZIOREg@XlxF*=_=|IPes
z@+l=HrBy3emVfwTmzt)gNp*EiP4`Ex5Y@A1?-R6;k|OBCA*E|j==}$${F4L6CMPE~
zvz(HE2k=XBe#W+S6cC}iHZcT;dDKg9<~ZPqaa>m`YZ}U_O?!qTo)e!j{+fJQ^Nrcp
zO?n&Ft+W2Pzj43|_+xH%I#I?82*&5(!;S2cuIDhFmCl`eQj@5c_{T1p?&h~QyU~m}
zyFNWV<lJ(LWh7E+mb!iWcIVDePck9nHB)72BU1CjQlwth(fXpI_U_lsIyaCzpL2W7
z)}2&xuadJPDx;kh`R6VeS4H@&TO8ut&3)O>Fb0h^;NazZ+ucT#`o5*c4tZ=%i(}h~
z$#l(BMOpd9CSLWZ@bHrtFJ7dDZ#`saG~8aQnWTR!*roq4wGyZ=)pgRwzW0k#rDN#O
zck#<|kM=2{uKTmcb*Yt=FXe(Zt1n)%1jurihlfWi(<2s_v9DKzoCYsYD?R4NJ;>4T
z_#9-LsW@?fmq1hb4{vX-P{YjQ)5#EJPeiwmRgd>}!-sdxP?Z5v)s&QWbY)sL@bL53
zE+85gXXhBprkt3>#M}r;zB$&~H|BM+G#(zF>KwOe4k>PJ$Ay7@KPH9;brbXI)!E?S
zU<HFkixw4@H8wUX7y#a_^=!=;wH}(>zuAjZ$JXg&e&&v*rQk|@iH-w}F|n~Kr%v5M
zFaD9D)34swwsiS&9!}2pU2N&y-Q6QCo*ZI~$%%=mgoOT#F~7pM1dPg`20RqBs2AP6
zdpGx?Ln_%W<28@<+@mpq3*NuqyJJU7z~|xj8x;5M+I1pG%wCyp(U5ZK<9fH@QjtQF
zU{3qa@?(G+42-mdYu6~LW?z#-BX0G0Zz72C3ASV}H#fB^Qc<HeK}X2&(-zY6q`D_F
zQKke-Vr<h&4OIZXzPGjpHNF=>k>J^R#Kg#`R-#g=C(f*3x<;;+P*7i7nBADmJR9}X
zOX^^0U7Z$oxGL-FFrSwA#dk|l>~FiiJP|N>7QATW=g&&oZaH$J)Fz2smQ9;p>djBp
zO3UL}aZsA=g4eQ(Y5&}JF;O==p=bEk#3bRE&FhQ&IBIL+waBhxXHB~*U-Izr)!by3
z?Ch?wVz*ko1t%07=fwH*=QBoYwCtz*=sl?UZ*R;4U%Yss-N2f#gn*d5-T0x&cHcb<
z%kW=gvj?tcWgWo`#u^th;*I+2)4Lh5k7Mf&2uZF07BMAIS30{f;CCS(=j_}1N#|1B
zXPtev9x4<S#+peCz2CssyNc9LdDP;?i#PuIYjd~o86T}Y3Po_;=;&zihYx2jT?!8n
zGL881<y`i3f2KxUQ@U+re_HEWpxiSU7tTLFa@kLf7*i`PJ*Krr2b$(-weJfHP3C4M
zY2nP06Gt5zuSROpE#mX?jxudOa*o4&B2=j^^u!8kC0ZV@SAl-7$NXk1H@9r`xkQJ)
zZ_(qW+5TG|M+K#e`wV&b&&Wx98#(*AaGS)z_I0DCO^ODsg)z^cH*?J=eDYmjK7ai2
zM<~6~S+3+Ue{JXqPeJo<f)XR;CyL9;a>K_6T{>(Njz(+WoVO@mCsSSAv0oKqn$x&G
z%^EW}#Ft&%FsmISSInyU+IH8$W7JA|lY8t?Ymq5V?zh)h{KOpl<G?d|>MV2pM|6%p
z3@1G!C8heyd`^KE3opu_KWp$tV~K|%ojF^Fn>n&`BB@ouo?mJ_dCyG8((GxvBctWf
zTIc5LD^#_#riVSO_nf3Gr9A%yN2<oQOd?XG$yH@&XeguYk(MB8lHC1NKF6FD)lFLZ
zcA*bjWVA|T4B+ro0l#}Fj@fz3?9oS`gTy2I8!~x?h1Fv<5`}eNn=p8={CX$_8YdIG
zm@2cx$bHP72sF#=v2Uhgw(Z{QMC($FcTrcZTBU4c6qPjZMs6Il)^2`woHtn|T)87W
zM$6A)s)}RohpI@66qnK9owwcPNjGU#G(vRQC7eexX68N-3FYVptC3Enpu@J(WQT{m
zb#NRToqP62s%5Q~oa)?l`SRt%jKZR#*qj{Qf`S5Cj@GiQUn%TsJsaJp&3)KJK8wl#
zIe@0b;YkQc1-8XMJlx#r?Kyo8nFQ@&#T&Yu2I`!9<|U`4A`Nsh90lAh*ef+@s!B@M
zrM2(oivm%+MvG%&VmPT^zkbb_Y!3`7baiv%|K&O^Hsv=z!7MTP<H6%+v2N32wD1+%
zosJqC8&3`9Guw~#o(~eWKAt;SYU!PU?e2+9%&Gid;046KLr+idtC=u(z4kyCm6nyA
z<r9M589orq@!n5nVejtv`aS}JMJp0?8f=y;%;lg=k936r=dsak`6G2Q9axVzy;6_Y
zd<kyY{aJiK)ynFXK#plGU-r*pURDX`6wWRHqp9)S`98a~06G}qIzy~j1dO6@siu!r
znx@D5G|C!%rYpn^k1u?uQN@c}gkWO8MPpT$tXQjh`SMGgncaXtckZl=oI-<S+H&A1
zh(v&(F%6U}0XM|U#U&&6m`|vil+u;ptI_~&nkhzqR2?RjEj8PvNCrEE7{kxc2y!{h
zutR@NPfyR79jj~W>4^=r$mpUqUcujzPlFh#4&P~a_86U>`q8R5B9%B-W<SH!qJLxw
zsfr|^V~N?3D$+YtRUb<GZj0{iH9I9Ot*guit~4{_>NeFCnbGPiUY+S^S^D&l3?5j)
ze!RgkBxkCd7X?+=mH%vamybweISxjcq}x;{W>C!oMaiy|<9n$<+QlC~DnVg#9`ASi
zngd;h`Z6NIWNM@<!?8U3Te@51qdDW~onq43Z?;Q?5Uo(V;k{4s-<c2?a)O0SrQdY;
z)Xi3A;R{?oURU*WR03YV&q_R{65wJ`HeH`?ix#eq);BXV<32X&9&=(|(ylbMLCeuH
zPl2^|G+>-Dx2<8QX`rx>jKhD=jaVppZlh|LgwVN)@e5!s(PK7NU^@#7msi2}6#1tI
z3%a&pc7nzb1?tAln?m3(aydNzj2vyp7nGzo6y>Fu)+&@q&1YfT_Ic)qg7|a;r&Iu6
zF|wx}nO$&XzE12kp+fHxaZkWl2l;|Lk?JyT0c`~*iwZ#C+@IdTNyUl8cb7lpR!KqM
z0LV6}45ymZy@|&}WpjK-p-_B2^(}60aBS*JneTmF*3Hn+V}KBOQ#v6Em6w;7<hVlv
z5_6q+1w0aQ|NgH8QLo;-@2sX~0MU>@^Y`oJXrnn7fBN*06HMF~?G$CV4kY=vuFOQq
zd>=2V+*sR8tvr_4*w`uz89U4o9J|(u7`52y40}_+xf5MoU8Hjfs6&Ln_Y+_ux|xH6
zKeHj>gy-6=LWEdlsJpsmp{cPtNmD3}9bH}ARHiX|L!)gh$=B)hac0$k2X*lj*-AjK
z%dfxMf$@T+8qH3P-oqj0l$dC~3Ekl=5b4@&qR(-J*bm#Bgt!&V866k*iF<~6aIB=b
zI6>2ZUWcafRZg;C<_5GB%zCzIhs@cjGg~Ol!dY2aL@wjcol(Xj{~WX`)uhf&n$G*y
zp>YeL$a*?H*R@!60^`O+MV$riUf0?3Y5$T7fH)vB;l;(WWWKUWxo1IN+r-Wu4{7dG
zRL|GfkpK#@7xQlu>8~6A-W>DC#DlCM)F}jjb2;f;^&4|7aQL2yp;o@0uop4k15C3O
z(%Ymuq&|)YIG#OQzKMh7X5jLp*pt?h=;^V(STdNsSomu=<_10GOs2;N_^D#fBT+;l
zDK9_US4S_4j>yW=rg_i*x}a~d)PmIU{*}}ztEl+6Vf_aO2SW~=pj;Cl9vV`@=IS`J
zP2|?h*9z6nwKe7nl4o}QR99CQ=%35c{AkhOG!*0@i)`IEP;(l&XDU!!)$20JSg_32
z>6NxNHkVR0ed<042LiO4+lVPDDEL;{-hSNL)5EK$*AybeLdo-ao1dTmQg4}triycE
zYC`X@^P!$Bw!pe&c_SlsL}kIv*OCFwh}GbQ(xCOmtOBAziu0(6&vpq-aEVF?g9Icn
zu?n7s%s>lYw@Z32pd+)?%&X0O+EK~L2TOw`v_K-IodUre9`WhKoPTZDRUyN{80)J`
zwP+B#eC0}}O*c6t@A?*B0C=X+XsVi;F~B%D^hPC*_Gb)#7PtTY{ulGQH}ZsMDuhVJ
z4-Q)G-m}L9B~;k+SEeU1H_@8>)y$+ZE4|Q<V_+oxIyo?qqEd{jQk;hLQ*q)GbLYf3
z7C{F%^A;zP%`(fnAPJXh>*$zoJ`81&FTG&e4a^!c>bze+GZ3kCM@<NNG38p1-@mxm
zL0^3>F=r}9Utb@UaT&i}e;ujKonvf~`lpIh2YADOQE~c9Q`MoE)g}Z5L&$=D+08LO
z;Ys9Om;Q7a&$a9{P9n;&37eIR4`h+S6?EjPGL%*!T|E%E-+x~Ud_V+L&2*cW$;rur
zS3YkGi%3g5_scK8K-jwjJxI{LTU9<lkcuKS9+?E;5)|gw5E*oHY;vPl&5_F2&~sCB
z8S7Qbbm$v_3}u8a$|`0T#c5n{Zxb$1iIyjLA&+9-kfG+u%u$10yK(*c7rNQb#&2&d
zgGye7Q3duH_753~77oDISD&r|>0H^>)itbaD<mWVBKs78&k?;dNYYIcXAF#9%wsO=
zHZzAswOvn*JWh_rv18XcqamP6xQwZuK7B`N!$PaIh}*e&<3`b-*5jqO;3ZN7FI&(T
z@1?F_-u@6LINi1b%;EWHPc1Kw5jy=(^aC_F6*pV~>If$lSWuy5;N8Tnq*%t6K8GL)
z7xmHrp-eNqKgm;NfqPN0tJB(6{jDW}RCW&)anz!%*-s2!)S$og_Fl7W`Eph*VlQc7
zIVURW4^pPUO`-I4*U=M+jK#(lOHjF>pekSvNbN%vH{eWkvE9^vt5N-}o&8Otl5$BP
zC%Sb1lIC$nZEb8uh9)qhKb=m8%<Gc`8-WM~SU1`w43WX+V`$r3grLX(P+*V<oA5~%
z-3nOUk+vS_v9;Bh&kUCnVWqn)KOiBY6DIAWjLtg>x6A~a48N-C(S9w6Zc+aYp{b;{
zR)Z#Zxp?D#oeb62hNYEZev&cRKGTK_dvp(nwrUuithdk<(OCgAqG4rRzkdDR-Mba|
zQoD{IM_JnD{hFN2%*^OWF?dqY59c<24ewgW4JNIHKF%{kML2BLSyyd|Fa*_7#AN5L
zUH(Bq@j#!(@M27GaEJ&cxp+Aox*PZ|kw&N1m{zFBkbs`zdmIV^07}8gyJ9--{zV7!
zQ1&B>lFas<SYH%vDZ)MfYgG6DVdJ(CLjX+8B70PwxT7#2SPvO``))h@U3J5s5MOiz
z>Icn%*pVOu1Z~4yhztOQCmJi{N@8oEldw8FV^#P%92OmrlG4K<A}rL##>Q@L<|=VG
zA{9d%Vgip`O-2LoF>iTytMDA$(Dm!rtE#AkHDo%PwiWy1+*Lk1Z0jBH{k#5dPEMl_
z_jf=us)QFPWL(J!Met=sJ8}fgt8^1Anx};=8+%hipcXbaUqB}`DSv*f&>Er?lu6yO
zZGY9kQ_bsyZ~gvzlt!Yi=Bo?W!5ak~;{+vADSyoZ^lL*VGMfC^cF)^e6%r*UHxG|2
z=yvssQ(hZ6IGU_Bz>BvMpldCf$pPG<Dq~It`6fc$i`Sy7`)!wa7#y5%=*s6U2FsQ$
z>jv;Se*Cz%0V*@Ou20Oa^S;s{*9oggTf!+J0Nl$~)zE-iE^dys!ZFiYlywd&LWDw4
z3}~YcnCbyvssBA_cOIHXFU=iYM9{J^t4B-*4XLobX3>GehtG3(%p^JV*LT^?Bo%Ex
z<lg^JaM|bs+<$eoszDRD#*rggZxdEPSoyVnY_k;v2Vsl)sNC5;OPreqHPgRCE>3QA
zD&m$1v5fH_5pjCS8q0A0%8;T$y7p(7*nh**SqNIN5atXunCLg=O*uM%2~raQFJA0i
z5Dj-z(U#DSRRKkm9{fWN-y<SY+jWGrsIO+Vraa_QA5p6|Hpz1{9a5&~Lnfe<C>8hz
z5#Xt^G^imF%T{lWf{X}zCw=bc<6NS}!E{oF4aaE=6B50yCZAa<&QEgcG(lIrUtjw_
zd$tcvk6H;nF+y}tfcZy~lRq{Pt_$%eC_+B4Jvkj1MsWFGM>@JLAZsKB8fzWs?ry52
zq$E+qh`4UikYNluCwt~h^=&3LZ(I2Lq$m9x86o551hWLO&`Lw3nxgKa(%|gjY>>VW
zpDlZCs>gNd8fXGP>-*(@gYX&C3Y7|C(EQuslP6Ca!649x|64aw^&qt)hT1`89?d7J
z@V{_=<UeUcw%|N4D2THG7vQYE{tFDCAQPw;5AWaq4F`SMiWR2qpPt6V$J@tzEGbb5
zk#ze3=C2SW#?8wc8ybm9Zni-c4i67wv*Q2{_Ci%4j^>?py9jR!GlZY{?bXGbjaNI^
zflYgUe0)Hxa{=A|23D&66IKcov2^%WR$Q!%mbq&6YT}ousjGJrc>r3ckX`3lYURC6
zyc?m`;;xMHt}P;l_F4|fIACvLQxVsW1RfqeiU3k6hHD0;Py^il;GsjisqjU<LD9rC
z44;^okPZ<+AsAR^Zps^ojf;E8329oHrurA(&U9k1MOq$GHk5alO&d3!rh#)3cOFe~
zi_o9?l<m-AzG`jJqPBnAq1Il5q#7V*A7ha_>p-|I4aaT|NEzDQVa9EAR?y9;bkP}|
zEx89AQdvQ<a3*!%g!}{cOq7Li;s$rw_E4T+8(^FhGsW7Tmlh8CgLPr81Dw!qfS;P@
z*X~e8(Y;Tjy@1+A9BDGKt&jWz7*+9H_zN=f2>{SJ95nDQ^LPG)$vJUPglPb_8FA-d
zmyDqd7RZ;>VVo5fo6Jo|Aw9szAtpZTEwYeRPE9#(ZGC<5kpEl1z|v7wR^Ay{x`&Fk
zBjz;t9D~O@;Mucn=i}8+$;hw?v4s2`NU8xyk|zOM>miMU@#56#)~DGZQbb<{W(g3r
zegVSCNWLtGj}yfj7bRBrzv)G{R<p#!#ht-&siV0i-4OYYvC-Fhf{kuM5P;kii%+R)
zYd=HhF*QS&Ldb*^LS}!4+}*o(Sp|*m12>K~x(sY>g{kr_%{uIegaqLr<tLb-u~GjF
zi|~Aic<?|C{ySj{ID*b%C%R4QTx&;1BwT3Xk7>l+MaTgSF~K<)Mr2=8?!3%6$ePtI
zTdXbCSa2UPivFFX^sj`IfXVy6B%L56=iR$^my*tn%uNr7`zXR!L~zWQ4SKvvX|0||
zJVGTOO;UOG?mfMMOF>ml&0nPy+}y5+-4SsrMYL_$s~2yUF`<|lxM(nF3*tfx2BRs_
z6%j2maDkf=R9FOM6LJtYdJ>z6MKz|_$QJ{@t*s83I=iI3&z?N_J6gx+bkn>p)EI_o
zVs_1iVf1>d6$Jg*Nc*t9R0@;UNi77fCM1D<8g_qlX`o0CT%5DH?z5a!7=IO=6=9?A
zR`ZkS4qQ8B<PREMhvkVk1~ZGGD+J0qH*Q3I1+db!7iDdR&%J8xT6IV~qZ6%uL|{Hx
zh@P==<Hk$BOHo-RUDJ*nIg;Wypc`fg#0A<UU;_Qk9#%JT%6vrDp$??mAMsw3y7c42
z9}7vOUAy2$3e1kta~X&tz?S+A;Txm@xJ5<3bP2(yHvzQ!8|eZNvx@=Z6exs(8zGmV
zrK1xM<%$3ly@6=lr(hb}K}w^?{A^(vVSE_zL;?aJMeHK(Z9?E*g{Ci)<jmwVxvZYh
zr`Owf5kDtP#!r@p;{n66MO8&hD;8z{&B@}xKj2K_h}p$IX8>FX0AWg?F3ls^JSe38
zICi`XO#(Cx8{`uJ4nzC`q{u`}9D2Wm;()Ociq-uswdb<sylhkU(0h|qvA;sTHP?t?
zz{8`Ayc1_Mm^Zj5R8A#S5&_qEqR!zmDGdvY1ZbYy?Ypa~XwnP(*k{{e<p*4fHLy@2
zs`9-I5AQ^cYCr<y?0UO`<Ds9Q-yVf$Q79>6n8w6jMi0^vwj_X%NLfTFfczYfM3Nkh
zw5PvH+2|6)MslAl(TjoPPMX&g<hI=T*#Y1=q0dPWTM^Zf&%e!7g=!MAYCalSHnDom
znraw`YTDXyxFMos2OPSxc0uz&3vu0W8Xaoe+M-QGbhEENZ*~}Aht(5x-53E+o@|+&
z9q^d1n8p6of2g-vhUhDW$@5=b^;vTb3BhuR&+)Hb9e}-=JwG?C(7M+11VnNrnB<sD
zhnP4dwL{#-p8lV<lFLOb5dDa&Mhrx3C<B}q$%-B*E7GM%3c(E7L85X%px=@VJh!{_
z3K-N|&`BPT$i^2hhPuyBH<`kFb?!^8Wp#DO79{*=>t4=xr8-K9Rmi0Ja?!T6p1RIm
zyNRwiUT^Ei*%eQ3RE9c&qvzIu<2UtxrQZ;)hgM(=oKl#C5lZYpU<+C}az^-lYl|Wc
zVh<l!e_umpZPZrGHwZ-D0TUBWMDlJzGuu@PHvfDmy=_%91Hnrw4IJ#5uO|SG0Yn@$
zGY8gj1c3;1BYFV;;i6kf3-*vHf_#unzI~zB^-0+ZV-0);Ze#lW6V1jVjk1N6m4}Lm
z12R#%x)$D`nK3V3yfe;v^G03IV>VT#wC%I?kWdakgcCeap~Lt0cSEFhkZ$OZzbx;=
zhtv2356F$EA-ygY{S&Uif|v}W6kyG$+6)v4V5_?+H&^MkLDAYEDUZe|5NRc}Vt$ut
z4H_&$Ae<oF=QTDTt>t-0Paswp4Q0C0(Q;-ldJ2_#7ugp=CrQw5szh(@#myDW#6*E#
zMfm*!y(QsNAl+2UCP_33Ie>x;)G8?S9;!1!3q+a&AnS&`teNQ$znNb*4g~RWDWcEM
z1=89AkIoJGc@S=1ICtx;u=|V?7TFl-N-?*o6jEp~b7f)kRU?%IOnoKG5D`0BDzyTE
zsUIyZq3_?H%%1sKQs{(C<{OKKm>)kbjrP@PfKJzd`%kPy@}T@j`ell@m)C>*mbC9_
z1^N{;lfyzDb2Gd(DS)<cj&r*0A+L_Whn(daNA$~TmrV%?08orX|CK<;KZ*O--(O^f
zQ;DRR0u+n}?;*^7Zcur603^7JOn{oMZoi!`jkX>N$%m#UJt#K;hixNFOikGqhLz7}
zB;RLLA*qnmjkg<r;=GhU^e=8iu}CZv(I0={YxoPm);hHCj0`bcX)i_~@`LJ#x55|r
z0bJY>?2=H?0l-oI#NrF3v#sqV95gv!jsG(q6PXkVMqO@X@j)w(HuCjK2seNU8PCM$
z#Y0h*(VLKwPegu^EfvzB3Is?sAO<QR*V+F$bLb<!fHxdYBv264)k9nbV>gyWu`L^q
zG*}n0PXWY$WBiS>WbXmHLc!9)VVOh@I$oT4_r)KS=WlJG)>M|Xf%e;Lu0j1g=<a*>
zt`f4^BoT`l7!6N_$)N$<1~@D6?PnMl<y$PizztlDcmg6fc8C{{#(+#d61z4r-2D6^
z!CTibF=hYIc?+>*T)Sl%+(96C!8gE<+8s~vZGu^Q)=^?(V(b8tpjWB?Nx>cZUn#gb
z-|he07D}0}u68Q)-kJehj@&cwLif`v!GA<XMs9a%UIZc91Z|0Ai_s0yOh%D+LOjtJ
z4D>(olmG+lhk9|RtTjwqDY+BhSCd2&m`EadxqxY#=viV1!2aT-LcphadU}#N1#Ux=
zCThxmU>zkQs+MW;_w@!TOz%z$2?>D=8v){>leA~&&f~ahMq@mnLR$8og-kCcf&I^K
zR{YDpEF<7X(T3&>k#OPl3KTCY-PT?X%gj_<y~ql!8T-UIRCXi`F5g*@2ohw6SQe{=
z6J&HCV(m3R(ibF*BD4MK$%={!%^cTs5_N13w9LqW&3bKlD<--&f(FvCO=J}nMSQP1
zIT>Nn;w+{0nj%DpO)~Grk(Q<PI=JKuPw%P@iqCA<bnKq)&~MbJeb~NFV8FEEVf*JS
zk1fM<)_hr?TdZcnYeklA_M~3%z?(G<uEV9@vR&wiw_3Ym2tc$Vc!d9IDWC|>U{;~o
z22}Wc6nhl%B?%V!yU%1Uo=^#ojN}y(VthdyrIyetgib!{CkdMHgZ+R+iCKUDJx<*;
zOt;SeiO8_<lJ?T9(melR2hnX)V|A7oRW(ty_FNH6*Dy97p}2`M<oo#XV^}C7$%#Xd
zA#vfVr036{FYg)BJQuI7GJDH<(XcQ}yE)&dI&E#CfxNst>D&l$fxf__z!TMoP$N*l
zS_He-KQOSzP7Y(}d9*;^s^^>}s4+7!MDivUnSH|9Bb9OsqweaDbsBUakMavgU?hvz
zGUU@_AqaygExbfQVoIFGn0=%nd5LEV17{=Z{owKAbeki?hK+`KSx@O(pV&9{=cNn~
zKjHvyl_YUMFR1@#GtA;wKuUZ2+PU3b@~70*A3>AUX;{ws7Vm9DK*~VcshSc0{JQJ>
zz$^3-V{}YpsU4JL+D}o;7L$w<LWda{KFgDgtM(9^k2o=0A+FyA$4W(-j5^Ch`MTp;
zkhCS1FG&NDR|}|>!0Rr^ACP&|TI8nz7U`8~cEnF&><RK4UERX0pFjeh%_$+D7Pg#u
zdt9Jp&Us`Ns<bS#+urrFD!^$Nl0O5m<^wR7kf4*fkS@af0n*${f`A1&x*q#AQ_2x9
zBGC^GdS#R^hg1UIsrU$fi&jiSJ{+0)Xr!4tS#l?Cy$A~%?TQS^$dFgrK@najKh(Mn
z8h^YV)L$%#3Oqr=b)X$?ZH1?XvUI%Y$z*`nL7ZntYZ-}pQY5)R9HUf3CrQ?9;XNI!
zAlcspi{T8@ugPtf=`cHh(+qN>lfIgfhQ~=I-m1iSeHe0;ozaoO$^(trLe}3;LRxAh
z50RMl^WIR$Vbhv@Zula+WLAxL2uL6mK8Xr>>&PoJYmPYUa0*SD^RANwK70rA=7$EI
z(Hx-|Leiy#JiwwOkt+;#V#?3<=*=sm&Jc=e?-rK7#e5@YkvF^eSWGLxCd%K`hQ0!f
zKA!XfMaju<PGbyD@&Z#TEP457qU7xc&{b2LVdxxT1k@45NXBow8g?NSNrTyTk=#E<
z8U`-Hq$L8Fmw0v#qA#Hcp!8_uPWfAZYOyjx;D)?&Mc$mER>I@dVd&pPq~h%P^G}fn
zvWE&{gl9sG>Of%#(#YmtUL6C7=j;7B1rfFiD%(a3B|zbL?R4dZmqJ#rUQJ?DBI%5#
z)gFy6U%n*ULv9Bwxho;FA7A)D(B{W!5GoD&)dnK@BEmxgqu6D8yjElkk&wJx#@PjZ
zzZ(1$!@m8yLg~#-d2D%5;un%L%a`jqtX{d&%HE6VI~?pPur%{t#AI`8@Ds%FM(n5l
zR*+B}<|U7?usRKU#RZLI%QVfdC!XGoCrvO(eB0ZUs|UpWEypdBq~HO4N$wn3Wn|DR
z@H2th6Vo|(@l2Hj!>W?rzke^c-NR@V@(v^Lgym@aHka(yTh`vy6^)#5=8IJ6bua*S
z%RTA@8ZWd>AnAJYhQ(pq_Oy)bp8j{a7b_j-uas3)so-cFD2!K+{rv23Ys}c0yA-D-
z@amPJi6dHW{T1(HT}`k^I)+B)|M;;uI~%Ng;@zP1Og_?f<49k`=ogciu8vgXh|JxK
z>{8&5RmT8PQgGM^V8PjeqwzRa%S4cP_K>uy!B=4^>mAh9((1X9z*>WwMBwWTI*cmG
z>Y<b&S?!^c+%S?Kg8J`QvN&Fyb({Cdgeypbqbcy-5WG9HVb7Vf=v1Zwrbh`XMQ`Ay
zlKcS)@k24)(rTGI`zFJ#>wC=Dr;m&1B8Za~dCYZq=vvPVw&eTbpb6^B__QK6W{o6L
zN3wy(bY0UnATUQKCnrH04JJ#F5nsHM!|R)<MgLquw``K`jT%Bf7sGN6oK{qHbaHVK
z$8~;mKVtPR(6`3tL_w7D^^-)Qo&FG<!%z`NN71R)$#?#Kmunm1P`+?<4kJpp4XOUM
z5WInEJj3*I-F>0pY0#Y-P>~3OPO6z=WUxgC7QVhZZ0HH}l3!F*)Y8$>0XfjouB)=Z
zy3U+_7%x#a4?^vZ)5)x1m<OyXqcl>;_|?$hf{{VG9RgIO@x6?U)N`0YEZL*4p^0}|
zZ(H6_Z6j0W77>%QtqErn;x=yJc6=dtQRK(*p%oue=imCtwcX(DE6irwY5wqF;Li9<
zTIo-dH}$#lo#fCPZu|Z^yGgubGA;16SMBRlMPC~S*guSoy)iR4S941KnURz8C?J5<
z*wT_eJ?Hi7T^4k$h=>TDBj+zmNJ<vJdv{~owrw9ie!OdEXZJ-y`TWdypKD?*uaA!p
zhhJ0T;$Yb7o!b63_V&A{r>AXPTzCugl{7UqIk&9A`M>jss{vJ(oRwu(-(<V)kIYQ*
zy9N5|S1t{YkC#9A)H^OQv1EAowYRTt@!;UAhFz?;n0^Cdxj3=r`Ep%7z1{w@UnQgq
zD$F-$l;R~G{Y&)dM0#|CgZ`4J>k#@aoA|1?HW-H1?Hh8c|6rk_XQ`6e_kKBfhx$N&
zNXX*M(UFmv0cXjO#BxsmQ;x=VJ-7NRJ8Qh68x#tczgqRa)f$P+$uXyymX>2B182hn
z`*SPeSu(oj0uvg14F`0L2HCD3J!)=d=9-CUKtkK>U?-oCMRvIkYlE{uYTd_)H5WFm
zTz->wW>2mTfX4g?dqBqXOu>xN<K(*vsx7!$C9eU<-ELXBa8KGxl}{<)<;97KbCq2w
zckT#^h{);bg^Y}ieLHggYK6Q=!_<pFiwzk;cj(t*j|vC+pWVwTBO~*DeEMZ{H1*_3
zELgZQ_b<zDCe!I$k|Aa7)cO4xU7JIpV%T3Wp@)5SVOr(BYvU>;Y$g3qbLPbDUjGZD
zsVNaJa+yDg%j%4nW^b_Txnc1-BgmWS!lpsz?C##)-nvmE!I&&v%Vk_KYck}*wD|2F
zOVf4F^f?^lTO7R@FRal@+H!O}oSkVI85ye-RJSht{lZE-`PO&Ij1r6dTFR%=QYz>A
z$&u9$OWHWs-~BK%ll6Q4MK-Q|%zwGV>~eE;+@agjyCIuaElW*Hi^4?nzkI&9b!e|&
zQP{o`WxN4uVr)#s-)0ugbaY0Lr#eADkG)dMQ{#MGLfyA{+HTVIw_oqyzP&t<i<cj|
zu$G=(mHBb{h9u&G9#|8yC~p0vtL|E4L$>>Qoaf!RDmgpbJYTg<Mx<e&vxd3BF1ISZ
zE~(dT1#9jfXZEO>n#S6sYZoW)ld^dUio0kx`Tqh4iHb(`4-81vRCT2!?<*<%rQ{}&
zptVHo0vUamo>A1V`}=R|>hFJKCd~Wsk}}Ty<qH>%Dn~zT2=m|6U{@878xsz#tLSaK
z{{4z%h@y_Rw(AkT&0Z$f)=HDJ?)J8}VSOG7cDZERMvslNsbDuY<ni1u>nP}R@Hpa-
zuAQ8o&TU{|a8OW?v$nQYSV2Q_;iuUvW)alL4Ei)Xta5?=`Ln`Z>99%$W3;Qo)YNq6
z&V!PY7DeYS<573wCRj2`yB!WHU~}HT|GgJ?tF5J_^}tGWpKN~SWce&^wC6^DVrNZa
v-N!WMg)=Ammo;QNii*vD^&kGn%pwte{x!?CT4mzrDAZF5CliiexbZ&##sW~&

literal 0
HcmV?d00001

diff --git a/code/app/templates/data.html b/code/app/templates/data.html
index ce3d756..0674660 100644
--- a/code/app/templates/data.html
+++ b/code/app/templates/data.html
@@ -4,12 +4,12 @@
 <h1 class="text-center">What do you want to check out?</h1>
 <li>
     <p class="text-center">
-        <a href="{{ url_for('table_selection') }}">Tables</a>
+        <a href="{{ url_for('table_selection') }}" class="btn btn-success" role="button" aria-pressed="true">Tables</a>
     </p>
 </li>
 <li>
     <p class="text-center">
-        <a href="{{ url_for('plots') }}">Plots</a>
+        <a href="{{ url_for('plot_selection') }}" class="btn btn-success" role="button" aria-pressed="true">Plots</a>
     </p>
 </li>
 {% endblock %}
diff --git a/code/app/templates/index.html b/code/app/templates/index.html
index 3fb9939..f02eae1 100644
--- a/code/app/templates/index.html
+++ b/code/app/templates/index.html
@@ -2,7 +2,8 @@
 
 {% block content %}
 <div class="jumbotron">
-<h1 id="igdb-internation-glacier-database">IGDB: Internation Glacier Database</h1>
-<p>The IGDB is a database, that uses data from the <a href="http://dx.doi.org/10.5904/wgms-fog-2018-11">WGMS</a> to illustrate the consequences of climate change.</p>
+    <h1 id="igdb-internation-glacier-database">IGDB: Internation Glacier Database</h1>
+    <p>The IGDB is a database, that uses data from the <a href="http://dx.doi.org/10.5904/wgms-fog-2018-11">WGMS</a> to illustrate the consequences of climate change.</p>
+    <p>Our system allows you to visualize data with tables and plots, via our intuitive Web UI.</p>
 </div>
 {% endblock %}
diff --git a/code/app/templates/plot.html b/code/app/templates/plot.html
new file mode 100644
index 0000000..41cb64c
--- /dev/null
+++ b/code/app/templates/plot.html
@@ -0,0 +1,8 @@
+{% extends "base.html" %}
+{% import 'bootstrap/wtf.html' as wtf %}
+
+{% block app_content %}
+<h1>Plot</h1>
+<img src="data:image/png;base64,{{ plot }}" alt="Image Placeholder">
+<p><a href="{{ url_for('plot_selection') }}">Back</a></p>
+{% endblock %}
diff --git a/code/app/templates/plot_selection.html b/code/app/templates/plot_selection.html
new file mode 100644
index 0000000..2ed5a35
--- /dev/null
+++ b/code/app/templates/plot_selection.html
@@ -0,0 +1,12 @@
+{% extends "base.html" %}
+{% import 'bootstrap/wtf.html' as wtf %}
+
+{% block app_content %}
+<h1>Plot selection</h1>
+<div class="row">
+    <div class="col-md-4">
+        {{ wtf.quick_form(form) }}
+    </div>
+</div>
+<br>
+{% endblock %}
diff --git a/code/database/queries.py b/code/database/queries.py
index 80b3159..e03df0e 100644
--- a/code/database/queries.py
+++ b/code/database/queries.py
@@ -23,3 +23,16 @@ def query_annual_data(form) -> BaseQuery:
 def query_user(form) -> BaseQuery:
     user = User.query.filter_by(username=form.username.data).first()
     return user
+
+
+def query_plot_data(form) -> BaseQuery:
+    query = (
+        db.session.query(Annual_Data)
+        .join(Glacier, Glacier.id == Annual_Data.id)
+        .filter_by(name=form.name.data)
+        .group_by(Annual_Data.year)
+    )
+    if query.first() is None:
+        flash("Sorry, no results found")
+        return redirect(url_for("plot_selection"))
+    return query
diff --git a/code/igdb.py b/code/igdb.py
index bd0b550..6067591 100644
--- a/code/igdb.py
+++ b/code/igdb.py
@@ -1,6 +1,6 @@
 from app import app
 from database import db_setup, export, parser
-from processing import tabulate
+from processing import dataframe
 
 db_setup.main()
 parser.main()
diff --git a/code/processing/dataframe.py b/code/processing/dataframe.py
new file mode 100644
index 0000000..a799df0
--- /dev/null
+++ b/code/processing/dataframe.py
@@ -0,0 +1,45 @@
+from app import db
+from io import BytesIO
+from pandas import DataFrame, read_sql
+from base64 import b64encode
+
+
+def create_dataframe(query) -> DataFrame:
+    df = read_sql(sql=query, con=db.engine)
+    return df
+
+
+def render_table(df) -> str:
+    df.fillna(value=0, inplace=True)
+    table = df.to_html(classes=["table-striped", "table-hover"])
+    return table
+
+
+def render_plot(df):
+    df.fillna(value=0, inplace=True)
+    plot = df.plot("year", ["surface", "length", "elevation"], kind="bar")
+    plot_figure = plot.get_figure()
+    figure = BytesIO()
+    plot_figure.savefig(figure)
+    figure.seek(0)
+    return figure
+
+
+def encode_plot(plot):
+    buffer = b"".join(plot)
+    buf = b64encode(buffer)
+    encoded_plot = buf.decode("utf-8")
+    return encoded_plot
+
+
+def create_table(query) -> str:
+    df = create_dataframe(query)
+    html_table = render_table(df)
+    return html_table
+
+
+def create_plot(query):
+    df = create_dataframe(query)
+    plot = render_plot(df)
+    encoded_plot = encode_plot(plot)
+    return encoded_plot
diff --git a/code/processing/tabulate.py b/code/processing/tabulate.py
deleted file mode 100644
index 275a9db..0000000
--- a/code/processing/tabulate.py
+++ /dev/null
@@ -1,19 +0,0 @@
-from app import db
-from pandas import DataFrame, read_sql
-
-
-def create_dataframe(query) -> DataFrame:
-    df = read_sql(sql=query, con=db.engine)
-    return df
-
-
-def render_table(df) -> str:
-    df.fillna(value=0, inplace=True)
-    table = df.to_html(classes=["table-striped", "table-hover"])
-    return table
-
-
-def create_table(query) -> str:
-    df = create_dataframe(query)
-    html_table = render_table(df)
-    return html_table