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-rw-r--r--resources/tools/dash/app/pal/data/data.py54
-rw-r--r--resources/tools/dash/app/pal/data/data.yaml6
-rw-r--r--resources/tools/dash/app/pal/debug.py45
3 files changed, 105 insertions, 0 deletions
diff --git a/resources/tools/dash/app/pal/data/data.py b/resources/tools/dash/app/pal/data/data.py
index 0956333e34..77fd113a9c 100644
--- a/resources/tools/dash/app/pal/data/data.py
+++ b/resources/tools/dash/app/pal/data/data.py
@@ -113,6 +113,48 @@ class Data:
f"specified.\n{err}"
)
+ def _get_list_of_files(self,
+ path,
+ last_modified_begin=None,
+ last_modified_end=None,
+ days=None) -> list:
+ """Get list of interested files stored in S3 compatible storage and
+ returns it.
+
+ :param path: S3 prefix (accepts Unix shell-style wildcards)
+ (e.g. s3://bucket/prefix) or list of S3 objects paths
+ (e.g. [s3://bucket/key0, s3://bucket/key1]).
+ :param last_modified_begin: Filter the s3 files by the Last modified
+ date of the object. The filter is applied only after list all s3
+ files.
+ :param last_modified_end: Filter the s3 files by the Last modified date
+ of the object. The filter is applied only after list all s3 files.
+ :param days: Number of days to filter.
+ :type path: Union[str, List[str]]
+ :type last_modified_begin: datetime, optional
+ :type last_modified_end: datetime, optional
+ :type days: integer, optional
+ :returns: List of file names.
+ :rtype: List
+ """
+ if days:
+ last_modified_begin = datetime.now(tz=UTC) - timedelta(days=days)
+ try:
+ file_list = wr.s3.list_objects(
+ path=path,
+ suffix="parquet",
+ last_modified_begin=last_modified_begin,
+ last_modified_end=last_modified_end
+ )
+ if self._debug:
+ logging.info("\n".join(file_list))
+ except NoFilesFound as err:
+ logging.error(f"No parquets found.\n{err}")
+ except EmptyDataFrame as err:
+ logging.error(f"No data.\n{err}")
+
+ return file_list
+
def _create_dataframe_from_parquet(self,
path, partition_filter=None,
columns=None,
@@ -142,12 +184,14 @@ class Data:
files.
:param last_modified_end: Filter the s3 files by the Last modified date
of the object. The filter is applied only after list all s3 files.
+ :param days: Number of days to filter.
:type path: Union[str, List[str]]
:type partition_filter: Callable[[Dict[str, str]], bool], optional
:type columns: List[str], optional
:type validate_schema: bool, optional
:type last_modified_begin: datetime, optional
:type last_modified_end: datetime, optional
+ :type days: integer, optional
:returns: Pandas DataFrame or None if DataFrame cannot be fetched.
:rtype: DataFrame
"""
@@ -183,6 +227,16 @@ class Data:
self._data = df
return df
+ def check_datasets(self, days: int=None):
+ """Read structure from parquet.
+
+ :param days: Number of days back to the past for which the data will be
+ read.
+ :type days: int
+ """
+ self._get_list_of_files(path=self._get_path("trending"), days=days)
+ self._get_list_of_files(path=self._get_path("statistics"), days=days)
+
def read_stats(self, days: int=None) -> tuple:
"""Read statistics from parquet.
diff --git a/resources/tools/dash/app/pal/data/data.yaml b/resources/tools/dash/app/pal/data/data.yaml
index 59533f97a4..396f1b1638 100644
--- a/resources/tools/dash/app/pal/data/data.yaml
+++ b/resources/tools/dash/app/pal/data/data.yaml
@@ -30,6 +30,12 @@ statistics-trending-mrr:
- passed
- test_id
- result_receive_rate_rate_avg
+trending:
+ path: s3://fdio-docs-s3-cloudfront-index/csit/parquet/trending
+ columns:
+ - job
+ - build
+ - start_time
trending-mrr:
path: s3://fdio-docs-s3-cloudfront-index/csit/parquet/trending
columns:
diff --git a/resources/tools/dash/app/pal/debug.py b/resources/tools/dash/app/pal/debug.py
new file mode 100644
index 0000000000..f0543820b1
--- /dev/null
+++ b/resources/tools/dash/app/pal/debug.py
@@ -0,0 +1,45 @@
+# Copyright (c) 2022 Cisco and/or its affiliates.
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at:
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import logging
+
+from data.data import Data
+from utils.constants import Constants as C
+
+
+logging.basicConfig(
+ format=u"%(asctime)s: %(levelname)s: %(message)s",
+ datefmt=u"%Y/%m/%d %H:%M:%S",
+ level=logging.INFO
+)
+
+# Set the time period for data fetch
+if C.TIME_PERIOD is None or C.TIME_PERIOD > C.MAX_TIME_PERIOD:
+ time_period = C.MAX_TIME_PERIOD
+else:
+ time_period = C.TIME_PERIOD
+
+#data_mrr = Data(
+# data_spec_file=C.DATA_SPEC_FILE,
+# debug=True
+#).read_trending_mrr(days=time_period)
+#
+#data_ndrpdr = Data(
+# data_spec_file=C.DATA_SPEC_FILE,
+# debug=True
+#).read_trending_ndrpdr(days=time_period)
+
+data_list = Data(
+ data_spec_file=C.DATA_SPEC_FILE,
+ debug=True
+).check_datasets(days=time_period) \ No newline at end of file