Zepl
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🏫
Getting Started
🏢
MANAGE YOUR ORGANIZATION
📓
Using the Zepl Notebook
💾
Connect to Data
🔨
Configure Infrastructure
📈
Monitor Zepl Usage
Tutorials
General Purpose Image
To tackle the most common data science challenges with Zepl out of the box, Zepl provides a General Purpose Image loaded with all the interpreters which we support and the most popular libraries for use in the notebook. This is set as the default image for all notebooks until replaced. If you find that any libraries are missing from this default image, you can install additional libraries to the container using established installer approaches for those respective interpreters.
General Purpose Image attached to a notebook
The general purpose images also supports markdown and data source querying
%python
The General Purpose Image includes Python version 3.7.6. The following libraries are installed:
1
%python
2
!pip list --format columns
3
4
----------------------------------------------
5
-- returns the following output
6
----------------------------------------------
7
8
Package Version
9
----------------------------------------------
10
absl-py 0.10.0
11
asn1crypto 1.3.0
12
astunparse 1.6.3
13
attrs 20.2.0
14
Automat 20.2.0
15
azure-common 1.1.25
16
azure-core 1.8.2
17
azure-storage-blob 12.5.0
18
backcall 0.2.0
19
bcrypt 3.2.0
20
bkzep 0.6.1
21
bokeh 1.4.0
22
boto3 1.10.9
23
botocore 1.13.50
24
cached-property 1.5.2
25
cachetools 4.1.1
26
cassandra-driver 3.22.0
27
certifi 2020.6.20
28
cffi 1.14.0
29
chardet 3.0.4
30
click 7.1.2
31
conda 4.8.5
32
conda-package-handling 1.6.0
33
constantly 15.1.0
34
cryptography 2.8
35
cssselect 1.1.0
36
cycler 0.10.0
37
decorator 4.4.2
38
distro 1.5.0
39
docker 4.3.1
40
docker-compose 1.27.4
41
dockerpty 0.4.1
42
docopt 0.6.2
43
docutils 0.15.2
44
fabric 2.5.0
45
gast 0.3.3
46
gensim 3.8.1
47
geomet 0.1.2
48
google-api-core 1.22.4
49
google-auth 1.22.1
50
google-auth-oauthlib 0.4.1
51
google-cloud-bigquery 1.21.0
52
google-cloud-core 1.4.2
53
google-pasta 0.2.0
54
google-resumable-media 0.4.1
55
googleapis-common-protos 1.52.0
56
grpcio 1.24.3
57
h5py 2.10.0
58
hdbcli 2.4.167
59
hyperlink 20.0.1
60
idna 2.7
61
importlib-metadata 2.0.0
62
incremental 17.5.0
63
invoke 1.4.1
64
ipykernel 5.1.3
65
ipython 7.13.0
66
ipython-genutils 0.2.0
67
isodate 0.6.0
68
jedi 0.17.2
69
Jinja2 2.11.2
70
jmespath 0.10.0
71
joblib 0.17.0
72
jsonschema 3.2.0
73
jupyter-client 5.3.4
74
jupyter-core 4.6.3
75
Keras 2.3.1
76
Keras-Applications 1.0.8
77
Keras-Preprocessing 1.1.2
78
kiwisolver 1.2.0
79
lxml 4.5.2
80
Markdown 3.2.2
81
MarkupSafe 1.1.1
82
matplotlib 3.1.1
83
msrest 0.6.19
84
mysql-connector-python 8.0.18
85
nltk 3.4.5
86
numpy 1.19.2
87
oauthlib 3.1.0
88
opt-einsum 3.3.0
89
oscrypto 1.2.1
90
packaging 20.4
91
pandas 1.0.5
92
pandasql 0.7.3
93
paramiko 2.7.2
94
parsel 1.6.0
95
parso 0.7.1
96
patsy 0.5.1
97
pexpect 4.8.0
98
pickleshare 0.7.5
99
Pillow 6.2.1
100
pip 20.0.2
101
plotly 4.2.1
102
prompt-toolkit 3.0.7
103
Protego 0.1.16
104
protobuf 3.10.0
105
protobuf3-to-dict 0.1.5
106
psycopg2-binary 2.8.4
107
ptyprocess 0.6.0
108
py4j 0.10.8.1
109
pyarrow 0.17.1
110
pyasn1 0.4.8
111
pyasn1-modules 0.2.8
112
pycosat 0.6.3
113
pycparser 2.19
114
pycryptodomex 3.9.8
115
PyDispatcher 2.0.5
116
pydot 1.4.1
117
Pygments 2.7.1
118
PyHamcrest 2.0.2
119
PyJWT 1.7.1
120
PyNaCl 1.4.0
121
pyodps 0.8.4
122
pyOpenSSL 19.1.0
123
pyparsing 2.4.7
124
pyrsistent 0.17.3
125
PySocks 1.7.1
126
python-dateutil 2.8.1
127
python-dotenv 0.14.0
128
pytz 2020.1
129
PyYAML 5.3.1
130
pyzmq 19.0.2
131
queuelib 1.5.0
132
requests 2.20.1
133
requests-oauthlib 1.3.0
134
retrying 1.3.3
135
rsa 4.6
136
ruamel-yaml 0.15.87
137
s3transfer 0.2.1
138
sagemaker 1.43.4.post1
139
scikit-learn 0.23.2
140
scipy 1.3.1
141
Scrapy 1.8.0
142
seaborn 0.9.0
143
service-identity 18.1.0
144
setuptools 45.2.0.post20200210
145
six 1.14.0
146
smart-open 2.2.1
147
snowflake-connector-python 2.2.8
148
SQLAlchemy 1.3.19
149
statsmodels 0.12.0
150
tensorboard 2.3.0
151
tensorboard-plugin-wit 1.7.0
152
tensorflow 2.3.0
153
tensorflow-estimator 2.3.0
154
termcolor 1.1.0
155
texttable 1.6.3
156
Theano 1.0.4
157
threadpoolctl 2.1.0
158
tornado 6.0.4
159
tqdm 4.42.1
160
traitlets 5.0.4
161
Twisted 20.3.0
162
urllib3 1.24.3
163
w3lib 1.22.0
164
wcwidth 0.2.5
165
websocket-client 0.57.0
166
Werkzeug 1.0.1
167
wheel 0.34.2
168
wrapt 1.12.1
169
zipp 3.3.0
170
zope.interface 5.1.2
Copied!
You can learn more about interacting with the Python interpreter in that section of the documentation:
%r
The General Purpose Image includes R version 3.6.3 running on top of Spark (SparkR). The following libraries are installed:
1
%r
2
installed.packages()
3
4
----------------------------------------------
5
-- returns the following output
6
----------------------------------------------
7
8
Library Version
9
SparkR “2.4.6”
10
BH “1.72.0-3”
11
BayesianFirstAid “0.1”
12
DBI “1.1.0”
13
DT “0.15”
14
DatabaseConnector “3.0.0”
15
DatabaseConnectorJars “1.1.0”
16
KMsurv “0.1-5”
17
MatrixModels “0.4-1”
18
R6 “2.4.1”
19
RJDBC “0.2-8”
20
RSQLite “2.2.1”
21
Rcpp “1.0.5”
22
RcppArmadillo “0.9.900.3.0”
23
RcppEigen “0.3.3.7.0”
24
SparseM “1.78”
25
SqlRender “1.6.8”
26
XML “3.99-0.3”
27
abind “1.4-5”
28
askpass “1.1”
29
assertthat “0.2.1”
30
backports “1.1.10”
31
base64enc “0.1-3”
32
bestglm “0.37.3”
33
bit “4.0.4”
34
bit64 “4.0.5”
35
blob “1.2.1”
36
brew “1.0-6”
37
broom “0.7.1”
38
callr “3.4.4”
39
car “3.0-10”
40
carData “3.0-4”
41
cellranger “1.1.0”
42
checkmate “2.0.0”
43
chron “2.3-56”
44
cli “2.0.2”
45
clipr “0.7.0”
46
coda “0.19-4”
47
colorspace “1.4-1”
48
commonmark “1.7”
49
conquer “1.0.2”
50
corrplot “0.84”
51
covr “3.5.1”
52
cowplot “1.1.0”
53
cpp11 “0.2.2”
54
crayon “1.3.4”
55
crosstalk “1.1.0.1”
56
curl “4.3”
57
data.table “1.13.0”
58
dbplyr “1.4.4”
59
desc “1.2.0”
60
devtools “2.3.2”
61
digest “0.6.25”
62
doParallel “1.0.15”
63
doRNG “1.8.2”
64
dplyr “1.0.2”
65
dplyr.snowflakedb “0.3.0”
66
ellipsis “0.3.1”
67
evaluate “0.14”
68
exactRankTests “0.8-31”
69
fansi “0.4.1”
70
farver “2.0.3”
71
fastmap “1.0.1”
72
forcats “0.5.0”
73
foreach “1.5.0”
74
forestplot “1.10”
75
fs “1.5.0”
76
generics “0.0.2”
77
ggplot2 “3.3.2”
78
ggpubr “0.4.0”
79
ggrepel “0.8.2”
80
ggsci “2.9”
81
ggsignif “0.6.0”
82
gh “1.1.0”
83
git2r “0.27.1”
84
glmnet “4.0-2”
85
glue “1.4.2”
86
googleVis “0.6.6”
87
gridExtra “2.3”
88
grpreg “3.3.0”
89
gsubfn “0.7”
90
gtable “0.3.0”
91
haven “2.3.1”
92
highr “0.8”
93
hms “0.5.3”
94
htmltools “0.5.0”
95
htmlwidgets “1.5.2”
96
httpuv “1.5.4”
97
httr “1.4.2”
98
ini “0.3.1”
99
isoband “0.2.2”
100
iterators “1.0.12”
101
jsonlite “1.7.1”
102
km.ci “0.5-2”
103
knitr “1.30”
104
labeling “0.3”
105
later “1.1.0.1”
106
lazyeval “0.2.2”
107
leaps “3.1”
108
lifecycle “0.2.0”
109
lme4 “1.1-23”
110
lmtest “0.9-38”
111
lubridate “1.7.9”
112
magrittr “1.5”
113
manipulateWidget “0.10.1”
114
maptools “1.0-2”
115
markdown “1.1”
116
matrixStats “0.57.0”
117
maxstat “0.7-25”
118
memoise “1.1.0”
119
mime “0.9”
120
miniUI “0.1.1.1”
121
minqa “1.2.4”
122
mnormt “2.0.2”
123
modelr “0.1.8”
124
mplot “1.0.4”
125
munsell “0.5.0”
126
mvtnorm “1.1-1”
127
nloptr “1.2.2.2”
128
openssl “1.4.3”
129
openxlsx “4.2.2”
130
pbkrtest “0.4-8.6”
131
pillar “1.4.6”
132
pkgbuild “1.1.0”
133
pkgconfig “2.0.3”
134
pkgload “1.1.0”
135
plogr “0.2.0”
136
pls “2.7-3”
137
plyr “1.8.6”
138
polynom “1.4-0”
139
praise “1.0.0”
140
prettyunits “1.1.1”
141
processx “3.4.4”
142
progress “1.2.2”
143
promises “1.1.1”
144
proto “1.0.0”
145
ps “1.3.4”
146
purrr “0.3.4”
147
quantreg “5.73”
148
r2d3 “0.2.3”
149
rJava “0.9-13”
150
rcmdcheck “1.3.3”
151
readr “1.4.0”
152
readxl “1.3.1”
153
rematch “1.0.1”
154
rematch2 “2.1.2”
155
remotes “2.2.0”
156
reprex “0.3.0”
157
reshape “0.8.8”
158
reshape2 “1.4.4”
159
rex “1.2.0”
160
rgl “0.100.54”
161
rio “0.5.16”
162
rjags “4-10”
163
rlang “0.4.7”
164
rmarkdown “2.4”
165
rngtools “1.5”
166
roxygen2 “7.1.1”
167
rprojroot “1.3-2”
168
rstatix “0.6.0”
169
rstudioapi “0.11”
170
rversions “2.0.2”
171
rvest “0.3.6”
172
scales “1.1.1”
173
selectr “0.4-2”
174
sessioninfo “1.1.1”
175
shape “1.4.5”
176
shiny “1.5.0”
177
shinydashboard “0.7.1”
178
sourcetools “0.1.7”
179
sp “1.4-2”
180
sqldf “0.4-11”
181
statmod “1.4.34”
182
stringi “1.5.3”
183
stringr “1.4.0”
184
survMisc “0.5.5”
185
survminer “0.4.8”
186
sys “3.4”
187
testthat “2.3.2”
188
tibble “3.0.3”
189
tidyr “1.1.2”
190
tidyselect “1.1.0”
191
tidyverse “1.3.0”
192
tinytex “0.26”
193
tmvnsim “1.0-2”
194
triebeard “0.3.0”
195
urltools “1.7.3”
196
usethis “1.6.3”
197
utf8 “1.1.4”
198
vcd “1.4-8”
199
vctrs “0.3.4”
200
viridis “0.5.1”
201
viridisLite “0.3.0”
202
webshot “0.5.2”
203
whisker “0.4”
204
withr “2.3.0”
205
xfun “0.18”
206
xml2 “1.3.2”
207
xopen “1.0.0”
208
xtable “1.8-4”
209
xts “0.12.1”
210
yaml “2.2.1”
211
zip “2.1.1”
212
zoo “1.8-8”
213
MatchIt “3.0.2”
214
Matching “4.9-3”
215
RColorBrewer “1.1-2”
216
littler “0.3.9”
217
rjson “0.2.20”
218
KernSmooth “2.23-16”
219
MASS “7.3-51.5”
220
Matrix “1.2-18”
221
base “3.6.3”
222
boot “1.3-24”
223
class “7.3-15”
224
cluster “2.1.0”
225
codetools “0.2-16”
226
compiler “3.6.3”
227
datasets “3.6.3”
228
foreign “0.8-75”
229
grDevices “3.6.3”
230
graphics “3.6.3”
231
grid “3.6.3”
232
lattice “0.20-40”
233
methods “3.6.3”
234
mgcv “1.8-31”
235
nlme “3.1-144”
236
nnet “7.3-12”
237
parallel “3.6.3”
238
rpart “4.1-15”
239
spatial “7.3-11”
240
splines “3.6.3”
241
stats “3.6.3”
242
stats4 “3.6.3”
243
survival “3.1-8”
244
tcltk “3.6.3”
245
tools “3.6.3”
246
utils “3.6.3”
Copied!
You can learn more about interacting with the R interpreter in that section of the documentation:
%spark
The General Purpose Image includes a single node Spark 2.4.6 instance. The following libraries are installed
1
activation-1.1.jar
2
aether-api-1.12.jar
3
aether-connector-file-1.12.jar
4
aether-connector-wagon-1.12.jar
5
aether-impl-1.12.jar
6
aether-spi-1.12.jar
7
aether-util-1.12.jar
8
apacheds-i18n-2.0.0-M15.jar
9
apacheds-kerberos-codec-2.0.0-M15.jar
10
api-asn1-api-1.0.0-M20.jar
11
api-util-1.0.0-M20.jar
12
asm-5.0.3.jar
13
asm-analysis-5.0.3.jar
14
asm-tree-5.0.3.jar
15
asm-util-5.0.3.jar
16
avro-1.7.4.jar
17
aws-java-sdk-core-1.10.6.jar
18
aws-java-sdk-kms-1.10.6.jar
19
aws-java-sdk-s3-1.10.6.jar
20
bcpkix-jdk15on-1.52.jar
21
bcprov-jdk15on-1.52.jar
22
cglib-2.2.1-v20090111.jar
23
commons-beanutils-1.7.0.jar
24
commons-beanutils-core-1.8.0.jar
25
commons-cli-1.2.jar
26
commons-codec-1.6.jar
27
commons-codec-1.9.jar
28
commons-collections-3.2.2.jar
29
commons-compress-1.4.1.jar
30
commons-configuration-1.6.jar
31
commons-configuration-1.9.jar
32
commons-dbcp2-2.0.1.jar
33
commons-digester-1.8.jar
34
commons-exec-1.3.jar
35
commons-httpclient-3.1.jar
36
commons-io-2.4.jar
37
commons-io-2.6.jar
38
commons-lang-2.6.jar
39
commons-lang3-3.7.jar
40
commons-logging-1.1.3.jar
41
commons-logging-1.2.jar
42
commons-math3-3.1.1.jar
43
commons-net-3.1.jar
44
commons-pool2-2.3.jar
45
curator-client-2.7.1.jar
46
curator-framework-2.7.1.jar
47
curator-recipes-2.7.1.jar
48
gson-2.2.4.jar
49
gson-2.8.6.jar
50
gson-extras-0.2.1.jar
51
guava-16.0.1.jar
52
hadoop-annotations-2.8.3.jar
53
hadoop-auth-2.8.3.jar
54
hadoop-aws-2.8.3.jar
55
hadoop-common-2.8.3.jar
56
htrace-core4-4.0.1-incubating.jar
57
httpclient-4.2.5.jar
58
httpclient-4.5.2.jar
59
httpcore-4.2.4.jar
60
httpcore-4.4.4.jar
61
jackson-annotations-2.6.0.jar
62
jackson-core-2.6.5.jar
63
jackson-core-asl-1.9.13.jar
64
jackson-databind-2.6.5.jar
65
jackson-jaxrs-1.8.3.jar
66
jackson-mapper-asl-1.9.13.jar
67
jackson-xc-1.8.3.jar
68
java-xmlbuilder-0.4.jar
69
jaxb-api-2.2.2.jar
70
jaxb-impl-2.2.3-1.jar
71
jcip-annotations-1.0.jar
72
jdom2-2.0.6.jar
73
jersey-core-1.9.jar
74
jersey-json-1.9.jar
75
jersey-server-1.9.jar
76
jets3t-0.9.0.jar
77
jettison-1.1.jar
78
jetty-6.1.26.jar
79
jetty-sslengine-6.1.26.jar
80
jetty-util-6.1.26.jar
81
jline-0.9.94.jar
82
jline-2.14.3.jar
83
joda-time-2.9.4.jar
84
jsch-0.1.54.jar
85
json-smart-1.1.1.jar
86
jsoup-1.8.2.jar
87
jsp-api-2.1.jar
88
jsr305-3.0.0.jar
89
libthrift-0.9.2.jar
90
log4j-1.2.17.jar
91
markdown4j-2.2-cj-1.0.jar
92
maven-aether-provider-3.0.3.jar
93
maven-artifact-3.0.jar
94
maven-model-3.0.3.jar
95
maven-model-builder-3.0.3.jar
96
maven-plugin-api-3.0.jar
97
maven-repository-metadata-3.0.3.jar
98
nimbus-jose-jwt-3.9.jar
99
paranamer-2.3.jar
100
parboiled-core-1.1.7.jar
101
parboiled-java-1.1.7.jar
102
pegdown-1.6.0.jar
103
plexus-classworlds-2.4.jar
104
plexus-component-annotations-1.5.5.jar
105
plexus-interpolation-1.14.jar
106
plexus-utils-2.0.7.jar
107
postgresql-9.4-1201-jdbc41.jar
108
protobuf-java-2.5.0.jar
109
sisu-guice-3.0.2-no_aop.jar
110
sisu-inject-bean-2.2.2.jar
111
sisu-inject-plexus-2.2.2.jar
112
slf4j-api-1.7.10.jar
113
slf4j-log4j12-1.7.10.jar
114
snappy-java-1.0.4.1.jar
115
snappy-java-1.1.4.jar
116
snowflake-jdbc.jar
117
spark-interpreter-0.8.14.5-zepl-SNAPSHOT.jar
118
stax-api-1.0-2.jar
119
wagon-http-1.0.jar
120
wagon-http-lightweight-1.0.jar
121
wagon-http-shared-1.0.jar
122
wagon-provider-api-1.0.jar
123
xmlenc-0.52.jar
124
xz-1.0.jar
125
zeppelin-display-0.8.14.5-zepl-SNAPSHOT.jar
126
zeppelin-interpreter-0.8.14.5-zepl-SNAPSHOT.jar
127
zeppelin-jdbc-0.8.14.5-zepl-SNAPSHOT.jar
128
zeppelin-markdown-0.8.14.5-zepl-SNAPSHOT.jar
129
zeppelin-python-0.8.14.5-zepl-SNAPSHOT.jar
130
zookeeper-3.4.6.jar
Copied!
You can learn more about interacting with the Spark interpreter in that section of the documentation:
Last modified 1yr ago