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create Client class for Google Sheets with backoff all methods
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yevhenii-ldv committed Dec 24, 2020
1 parent 5957350 commit 44847d8
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Original file line number Diff line number Diff line change
@@ -0,0 +1,53 @@
"""
MIT License
Copyright (c) 2020 Airbyte
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
"""

import backoff
from apiclient import discovery, errors
from requests.status_codes import codes as status_codes


def error_handler(error):
return error.resp.status != status_codes.TOO_MANY_REQUESTS


class GoogleSheetsClient:
@staticmethod
@backoff.on_exception(backoff.expo, errors.HttpError, max_time=60, giveup=error_handler)
def get(client: discovery.Resource, **kwargs):
return client.get(**kwargs).execute()

@staticmethod
@backoff.on_exception(backoff.expo, errors.HttpError, max_time=60, giveup=error_handler)
def create(client: discovery.Resource, **kwargs):
return client.create(**kwargs).execute()

@staticmethod
@backoff.on_exception(backoff.expo, errors.HttpError, max_time=60, giveup=error_handler)
def get_values(client: discovery.Resource, **kwargs):
return client.values().batchGet(**kwargs).execute()

@staticmethod
@backoff.on_exception(backoff.expo, errors.HttpError, max_time=60, giveup=error_handler)
def update_values(client: discovery.Resource, **kwargs):
return client.values().batchUpdate(**kwargs).execute()
Original file line number Diff line number Diff line change
Expand Up @@ -25,11 +25,12 @@
import json
from typing import Dict, Generator

import backoff
from airbyte_protocol import AirbyteCatalog, AirbyteConnectionStatus, AirbyteMessage, ConfiguredAirbyteCatalog, Status, Type
from apiclient import discovery, errors
from apiclient import errors
from base_python import AirbyteLogger, Source
from requests.status_codes import codes as status_codes

from .client import GoogleSheetsClient
from .helpers import Helpers
from .models.spreadsheet import Spreadsheet
from .models.spreadsheet_values import SpreadsheetValues
Expand All @@ -51,11 +52,11 @@ def check(self, logger: AirbyteLogger, config: json) -> AirbyteConnectionStatus:
spreadsheet_id = config["spreadsheet_id"]
try:
# Attempt to get first row of sheet
client.get(spreadsheetId=spreadsheet_id, includeGridData=False, ranges="1:1").execute()
GoogleSheetsClient.get(client, spreadsheetId=spreadsheet_id, includeGridData=False, ranges="1:1")
except errors.HttpError as err:
reason = str(err)
# Give a clearer message if it's a common error like 404.
if err.resp.status == 404:
if err.resp.status == status_codes.NOT_FOUND:
reason = "Requested spreadsheet was not found."
logger.error(f"Formatted error: {reason}")
return AirbyteConnectionStatus(status=Status.FAILED, message=str(reason))
Expand All @@ -67,7 +68,9 @@ def discover(self, logger: AirbyteLogger, config: json) -> AirbyteCatalog:
spreadsheet_id = config["spreadsheet_id"]
try:
logger.info(f"Running discovery on sheet {spreadsheet_id}")
spreadsheet_metadata = Spreadsheet.parse_obj(client.get(spreadsheetId=spreadsheet_id, includeGridData=False).execute())
spreadsheet_metadata = Spreadsheet.parse_obj(
GoogleSheetsClient.get(client, spreadsheetId=spreadsheet_id, includeGridData=False)
)
sheet_names = [sheet.properties.title for sheet in spreadsheet_metadata.sheets]
streams = []
for sheet_name in sheet_names:
Expand All @@ -78,7 +81,7 @@ def discover(self, logger: AirbyteLogger, config: json) -> AirbyteCatalog:

except errors.HttpError as err:
reason = str(err)
if err.resp.status == 404:
if err.resp.status == status_codes.NOT_FOUND:
reason = "Requested spreadsheet was not found."
raise Exception(f"Could not run discovery: {reason}")

Expand All @@ -102,7 +105,9 @@ def read(
while not encountered_blank_row:
range = f"{sheet}!{row_cursor}:{row_cursor + ROW_BATCH_SIZE}"
logger.info(f"Fetching range {range}")
row_batch = self._parse_rows_data(client=client, spreadsheet_id=spreadsheet_id, range=range, major_dimension="ROWS")
row_batch = SpreadsheetValues.parse_obj(
GoogleSheetsClient.get_values(client, spreadsheetId=spreadsheet_id, ranges=range, majorDimension="ROWS")
)
row_cursor += ROW_BATCH_SIZE + 1
# there should always be one range since we requested only one
value_ranges = row_batch.valueRanges[0]
Expand All @@ -121,9 +126,3 @@ def read(
elif Helpers.row_contains_relevant_data(row, column_index_to_name.keys()):
yield AirbyteMessage(type=Type.RECORD, record=Helpers.row_data_to_record_message(sheet, row, column_index_to_name))
logger.info(f"Finished syncing spreadsheet {spreadsheet_id}")

@backoff.on_exception(backoff.expo, errors.HttpError, max_time=60)
def _parse_rows_data(self, client: discovery.Resource, spreadsheet_id: str, range: str, major_dimension: str) -> SpreadsheetValues:
return SpreadsheetValues.parse_obj(
client.values().batchGet(spreadsheetId=spreadsheet_id, ranges=range, majorDimension=major_dimension).execute()
)
Original file line number Diff line number Diff line change
Expand Up @@ -30,6 +30,7 @@
from apiclient import discovery
from google.oauth2 import service_account

from .client import GoogleSheetsClient
from .models.spreadsheet import RowData, Spreadsheet

SCOPES = ["https://www.googleapis.com/auth/spreadsheets.readonly", "https://www.googleapis.com/auth/drive.readonly"]
Expand Down Expand Up @@ -88,7 +89,7 @@ def get_formatted_row_values(row_data: RowData) -> List[str]:
@staticmethod
def get_first_row(client: discovery.Resource, spreadsheet_id: str, sheet_name: str) -> List[str]:
spreadsheet = Spreadsheet.parse_obj(
client.get(spreadsheetId=spreadsheet_id, includeGridData=True, ranges=f"{sheet_name}!1:1").execute()
GoogleSheetsClient.get(client, spreadsheetId=spreadsheet_id, includeGridData=True, ranges=f"{sheet_name}!1:1")
)

# There is only one sheet since we are specifying the sheet in the requested ranges.
Expand Down Expand Up @@ -151,7 +152,7 @@ def get_available_sheets_to_column_index_to_name(

@staticmethod
def get_sheets_in_spreadsheet(client: discovery.Resource, spreadsheet_id: str):
spreadsheet_metadata = Spreadsheet.parse_obj(client.get(spreadsheetId=spreadsheet_id, includeGridData=False).execute())
spreadsheet_metadata = Spreadsheet.parse_obj(GoogleSheetsClient.get(client, spreadsheetId=spreadsheet_id, includeGridData=False))
return [sheet.properties.title for sheet in spreadsheet_metadata.sheets]

@staticmethod
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -28,10 +28,10 @@
from pathlib import Path
from typing import Dict

import backoff
from airbyte_protocol import ConfiguredAirbyteCatalog, ConnectorSpecification
from apiclient import discovery, errors
from apiclient import discovery
from base_python_test import StandardSourceTestIface
from google_sheets_source.client import GoogleSheetsClient
from google_sheets_source.helpers import Helpers
from google_sheets_source.models.spreadsheet import Spreadsheet

Expand Down Expand Up @@ -64,7 +64,6 @@ def setup(self) -> None:

sheets_client = Helpers.get_authenticated_sheets_client(self._get_creds(), SCOPES)
spreadsheet_id = self._create_spreadsheet(sheets_client)
self._set_spreadsheet_data(sheets_client, spreadsheet_id)
self._write_spreadsheet_id(spreadsheet_id)

def teardown(self) -> None:
Expand All @@ -91,7 +90,6 @@ def _get_creds(self) -> Dict[str, str]:
def _get_tmp_dir():
return "/test_root/gsheet_test"

@backoff.on_exception(backoff.expo, errors.HttpError, max_time=60)
def _create_spreadsheet(self, sheets_client: discovery.Resource) -> str:
"""
:return: spreadsheetId
Expand All @@ -101,24 +99,25 @@ def _create_spreadsheet(self, sheets_client: discovery.Resource) -> str:
"sheets": [{"properties": {"title": "sheet1"}}, {"properties": {"title": "sheet2"}}],
}

spreadsheet = Spreadsheet.parse_obj(sheets_client.create(body=request).execute())
spreadsheet = Spreadsheet.parse_obj(GoogleSheetsClient.create(sheets_client, body=request))
spreadsheet_id = spreadsheet.spreadsheetId
return spreadsheet_id

@backoff.on_exception(backoff.expo, errors.HttpError, max_time=60)
def _set_spreadsheet_data(self, sheets_client: discovery.Resource, spreadsheet_id: str):
rows = [["header1", "irrelevant", "header3", "", "ignored"]]
rows.extend([f"a{i}", "dontmindme", i] for i in range(300))
rows.append(["lonely_left_value", "", ""])
rows.append(["", "", "lonelyrightvalue"])
rows.append(["", "", ""])
rows.append(["orphan1", "orphan2", "orphan3"])

sheets_client.values().batchUpdate(
GoogleSheetsClient.update_values(
sheets_client,
spreadsheetId=spreadsheet_id,
body={"data": {"majorDimension": "ROWS", "values": rows, "range": "sheet1"}, "valueInputOption": "RAW"},
).execute()
sheets_client.values().batchUpdate(
)
GoogleSheetsClient.update_values(
sheets_client,
spreadsheetId=spreadsheet_id,
body={"data": {"majorDimension": "ROWS", "values": rows, "range": "sheet2"}, "valueInputOption": "RAW"},
).execute()
)

return spreadsheet_id

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