moving inputs/outputs to use pathlib

This commit is contained in:
2021-09-26 06:03:55 +01:00
parent 7962f40e32
commit 7f9b7e4bfd
5 changed files with 17 additions and 24 deletions

View File

@@ -1,22 +1,13 @@
import csv
from datetime import datetime
import hashlib
import io
from importlib import resources
import itertools
import pathlib
import apache_beam as beam
from apache_beam.io import fileio
# from analyse_properties.debug import DebugShowEmptyColumn, DebugShowColumnWithValueIn
def csv_reader(csv_file):
"""Read in a csv file."""
return csv.reader(io.TextIOWrapper(csv_file.open()))
def slice_by_range(element, *ranges):
"""Slice a list with multiple ranges."""
return itertools.chain(*(itertools.islice(element, *r) for r in ranges))
@@ -214,21 +205,21 @@ class ConvertDataToDict(beam.DoFn):
def main():
# Load in the data from a csv file.
csv_data = resources.path(
# "analyse_properties.data.input",
# "pp-monthly-update-new-version.csv"
"analyse_properties.data.input", "pp-complete.csv"
input_file = (
pathlib.Path(__file__).parents[1]
/ "data"
/ "input"
/ "pp-monthly-update-new-version.csv"
)
with beam.Pipeline() as pipeline:
# Load the data
with csv_data as csv_data_file:
# https://github.com/apache/beam/blob/v2.32.0/sdks/python/apache_beam/io/fileio_test.py#L155-L170
load = (
pipeline
| fileio.MatchFiles(str(csv_data_file))
| fileio.ReadMatches()
| beam.FlatMap(csv_reader)
| "Read input data" >> beam.io.ReadFromText(str(input_file))
| "Split by ','" >> beam.Map(lambda element: element.split(","))
| "Remove leading and trailing quotes"
>> beam.Map(lambda element: [el.strip('"') for el in element])
)
# Clean the data by dropping unneeded rows.
@@ -276,7 +267,9 @@ def main():
)
# Save the data to a .json file.
output_file = pathlib.Path(__file__).parent / "data" / "output" / "pp-complete"
output_file = (
pathlib.Path(__file__).parents[1] / "data" / "output" / "pp-complete"
)
output = (
formatted
| "Combine into one PCollection" >> beam.combiners.ToList()

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@@ -1,5 +1,5 @@
# Full data set
wget https://storage.googleapis.com/street-group-technical-test-dmot/pp-complete.csv -P analyse_properties/data/input
# wget https://storage.googleapis.com/street-group-technical-test-dmot/pp-complete.csv -P data/input
# Monthly update data set
# wget https://storage.googleapis.com/street-group-technical-test-dmot/pp-monthly-update-new-version.csv -P analyse_properties/data/input
wget https://storage.googleapis.com/street-group-technical-test-dmot/pp-monthly-update-new-version.csv -P data/input