Skip to content
Projects
Groups
Snippets
Help
This project
Loading...
Sign in / Register
Toggle navigation
M
migration_scripts
Project
Overview
Details
Activity
Cycle Analytics
Repository
Repository
Files
Commits
Branches
Tags
Contributors
Graph
Compare
Charts
Issues
0
Issues
0
List
Board
Labels
Milestones
Merge Requests
0
Merge Requests
0
CI / CD
CI / CD
Pipelines
Jobs
Schedules
Charts
Registry
Wiki
Wiki
Snippets
Snippets
Members
Members
Collapse sidebar
Close sidebar
Activity
Graph
Charts
Create a new issue
Jobs
Commits
Issue Boards
Open sidebar
serpucga
migration_scripts
Commits
866da8f7
Commit
866da8f7
authored
Jul 16, 2019
by
serpucga
Browse files
Options
Browse Files
Download
Email Patches
Plain Diff
Trying to make it thread safe, step1
parent
844fabe9
Hide whitespace changes
Inline
Side-by-side
Showing
1 changed file
with
77 additions
and
55 deletions
+77
-55
utils.py
lib/utils.py
+77
-55
No files found.
lib/utils.py
View file @
866da8f7
...
...
@@ -7,29 +7,62 @@ from typing import List
from
tweet_manager.lib
import
json2csv
,
format_csv
def
create_task_database_structure
(
output_dir
:
str
)
\
->
str
:
def
write_tweets_to_files
(
host
:
str
,
port
:
int
,
database
:
str
,
pagesize
:
int
,
header
:
str
,
output_dir
:
str
,
page_index
:
List
[
int
])
\
->
None
:
print
(
"Hi there! write_tweets_to_files executing"
)
client
=
pymongo
.
MongoClient
(
host
,
port
)
database_tweets
=
client
[
database
][
"tweets"
]
tweets_page
=
get_tweets_page
(
database_tweets
,
pagesize
,
page_index
)
buffer_tweets
=
{}
for
tweet
in
tweets_page
:
# Get output path and contents for the new CSV file
csv_tweet_output_path
=
\
create_tweet_output_path
(
header
,
tweet
,
output_dir
)
csv_tweet_contents
=
\
"
\n
"
+
str
(
convert_tweet_to_csv
(
header
,
tweet
))
# Check if buffer exists for the file. If not, add to dictionary
if
csv_tweet_output_path
not
in
buffer_tweets
.
keys
():
buffer_tweets
[
csv_tweet_output_path
]
=
[
""
,
0
]
# Update the buffer adding the tweet and increasing tweet count
buffer_tweets
[
csv_tweet_output_path
][
0
]
+=
csv_tweet_contents
# buffer_tweets[csv_tweet_output_path][1] += 1
client
.
close
()
# Perform the write operations in each of the files
for
output_path
in
buffer_tweets
.
keys
():
with
open
(
output_path
,
"a"
)
as
tweet_writer
:
tweet_writer
.
write
(
buffer_tweets
[
output_path
][
0
])
def
get_tweet_output_path
(
tweet
:
dict
,
output_dir
:
str
)
->
str
:
"""
Generate the following directory tree: a top dir that will contain
all the tweet collections if it didn't exist yet and within it the top
directory for this task
Returns same output than create_tweet_output_path, but without
touching the filesystem
"""
# Create the root directory for the tweet collection
(
output_dir
,
db_name
)
=
os
.
path
.
split
(
output_dir
)
if
not
os
.
path
.
isdir
(
output_dir
):
print
(
"Building directory to contain the collected tweets at: "
+
os
.
path
.
abspath
(
output_dir
)
)
os
.
mkdir
(
output_dir
)
collection_path
=
os
.
path
.
join
(
output_dir
,
db_name
)
if
not
os
.
path
.
isdir
(
collection_path
):
print
(
"Initializing collection "
+
db_name
+
"..."
)
os
.
mkdir
(
collection_path
)
collection_path
=
output_dir
return
collection_path
# Extract year, month and date from the tweet using a regex
matchObj
=
re
.
search
(
r"^(\d{4})-(\d{2})-(\d{2}) \d{2}:\d{2}:\d{2}$"
,
str
(
tweet
[
"created_at"
]))
year
=
matchObj
.
group
(
1
)
month
=
matchObj
.
group
(
2
)
day
=
matchObj
.
group
(
3
)
tweet_output_file
=
os
.
path
.
join
(
collection_path
,
year
,
month
,
day
+
".csv"
)
return
tweet_output_file
def
create_tweet_output_path
(
...
...
@@ -63,6 +96,31 @@ def create_tweet_output_path(
return
tweet_output_file
def
create_task_database_structure
(
output_dir
:
str
)
\
->
str
:
"""
Generate the following directory tree: a top dir that will contain
all the tweet collections if it didn't exist yet and within it the top
directory for this task
"""
# Create the root directory for the tweet collection
(
output_dir
,
db_name
)
=
os
.
path
.
split
(
output_dir
)
if
not
os
.
path
.
isdir
(
output_dir
):
print
(
"Building directory to contain the collected tweets at: "
+
os
.
path
.
abspath
(
output_dir
)
)
os
.
mkdir
(
output_dir
)
collection_path
=
os
.
path
.
join
(
output_dir
,
db_name
)
if
not
os
.
path
.
isdir
(
collection_path
):
print
(
"Initializing collection "
+
db_name
+
"..."
)
os
.
mkdir
(
collection_path
)
return
collection_path
def
convert_tweet_to_csv
(
header
:
str
,
tweet
:
dict
)
->
str
:
# Flatten the tweet and store it in status_flat
status_flat
=
json2csv
.
flatten_dictionary
(
tweet
)
...
...
@@ -77,42 +135,6 @@ def convert_tweet_to_csv(header: str, tweet: dict) -> str:
return
csv_appendable_line
def
write_tweets_to_files
(
host
:
str
,
port
:
int
,
database
:
str
,
pagesize
:
int
,
header
:
str
,
output_dir
:
str
,
page_index
:
list
)
\
->
None
:
print
(
"Hi there! write_tweets_to_files executing"
)
client
=
pymongo
.
MongoClient
(
host
,
port
)
database_tweets
=
client
[
database
][
"tweets"
]
tweets_page
=
get_tweets_page
(
database_tweets
,
pagesize
,
page_index
)
buffer_tweets
=
{}
for
tweet
in
tweets_page
:
# Get output path and contents for the new CSV file
csv_tweet_output_path
=
\
create_tweet_output_path
(
header
,
tweet
,
output_dir
)
csv_tweet_contents
=
\
"
\n
"
+
str
(
convert_tweet_to_csv
(
header
,
tweet
))
# Check if buffer exists for the file. If not, add to dictionary
if
csv_tweet_output_path
not
in
buffer_tweets
.
keys
():
buffer_tweets
[
csv_tweet_output_path
]
=
[
""
,
0
]
# Update the buffer adding the tweet and increasing tweet count
buffer_tweets
[
csv_tweet_output_path
][
0
]
+=
csv_tweet_contents
# buffer_tweets[csv_tweet_output_path][1] += 1
client
.
close
()
# Perform the write operations in each of the files
for
output_path
in
buffer_tweets
.
keys
():
with
open
(
output_path
,
"a"
)
as
tweet_writer
:
tweet_writer
.
write
(
buffer_tweets
[
output_path
][
0
])
#########################
# TWEET DB PAGINATION #
#########################
...
...
Write
Preview
Markdown
is supported
0%
Try again
or
attach a new file
Attach a file
Cancel
You are about to add
0
people
to the discussion. Proceed with caution.
Finish editing this message first!
Cancel
Please
register
or
sign in
to comment