From ce90ce70bb43b1edc795ab6cccc0d2df71aa29c2 Mon Sep 17 00:00:00 2001 From: Vikas Gupta Date: Tue, 28 Mar 2023 18:00:42 +0530 Subject: [PATCH 01/16] documentation for issue #450 --- docs/dataSourcesAndSinks/aws-s3.md | 35 ++++++++++++++++++++++++++++++ 1 file changed, 35 insertions(+) create mode 100644 docs/dataSourcesAndSinks/aws-s3.md diff --git a/docs/dataSourcesAndSinks/aws-s3.md b/docs/dataSourcesAndSinks/aws-s3.md new file mode 100644 index 000000000..9311dd23d --- /dev/null +++ b/docs/dataSourcesAndSinks/aws-s3.md @@ -0,0 +1,35 @@ +--- +title: AWS S3 +parent: Data Sources and Sinks +--- + +# S3 + +1. set a bucket e.g. zingg28032023 and a folder inside it e.g. zingg +=> make it publicly accessible + +2. create aws access key and export via env vars: + +export AWS_ACCESS_KEY_ID= +export AWS_SECRET_ACCESS_KEY= + +(if mfa is enabled AWS_SESSION_TOKEN env var would also be needed ) + +3. Download hadoop-aws-3.1.0.jar and aws-java-sdk-bundle-1.11.271.jar via maven + +4. set above in zingg.conf : +spark.jars=//hadoop-aws-3.1.0.jar,//aws-java-sdk-bundle-1.11.271.jar + +5. Run using: + + ./scripts/zingg.sh --phase findTrainingData --properties-file config/zingg.conf --conf examples/febrl/config.json --zinggDir s3a://zingg28032023/zingg + ./scripts/zingg.sh --phase label --properties-file config/zingg.conf --conf examples/febrl/config.json --zinggDir s3a://zingg28032023/zingg + ./scripts/zingg.sh --phase train --properties-file config/zingg.conf --conf examples/febrl/config.json --zinggDir s3a://zingg28032023/zingg + ./scripts/zingg.sh --phase match --properties-file config/zingg.conf --conf examples/febrl/config.json --zinggDir s3a://zingg28032023/zingg + +6. Models etc. would get saved in +Amazon S3 > Buckets > zingg28032023 >zingg > 100 + +References: + +1. https://spark.apache.org/docs/latest/cloud-integration.html From 915aff2badea395f09e368ac6ff42bddbecf4b31 Mon Sep 17 00:00:00 2001 From: Vikas Gupta Date: Tue, 28 Mar 2023 18:09:26 +0530 Subject: [PATCH 02/16] formatting --- docs/dataSourcesAndSinks/aws-s3.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/dataSourcesAndSinks/aws-s3.md b/docs/dataSourcesAndSinks/aws-s3.md index 9311dd23d..bf28c8107 100644 --- a/docs/dataSourcesAndSinks/aws-s3.md +++ b/docs/dataSourcesAndSinks/aws-s3.md @@ -5,10 +5,10 @@ parent: Data Sources and Sinks # S3 -1. set a bucket e.g. zingg28032023 and a folder inside it e.g. zingg +1. Set a bucket e.g. zingg28032023 and a folder inside it e.g. zingg => make it publicly accessible -2. create aws access key and export via env vars: +2. Create aws access key and export via env vars: export AWS_ACCESS_KEY_ID= export AWS_SECRET_ACCESS_KEY= @@ -17,7 +17,7 @@ export AWS_SECRET_ACCESS_KEY= 3. Download hadoop-aws-3.1.0.jar and aws-java-sdk-bundle-1.11.271.jar via maven -4. set above in zingg.conf : +4. Set above in zingg.conf : spark.jars=//hadoop-aws-3.1.0.jar,//aws-java-sdk-bundle-1.11.271.jar 5. Run using: From 0b748a2c5a2a3d6fc302db28b4b6f0d23d0b24d9 Mon Sep 17 00:00:00 2001 From: Vikas Gupta Date: Tue, 28 Mar 2023 23:20:31 +0530 Subject: [PATCH 03/16] removed public access clause --- docs/dataSourcesAndSinks/aws-s3.md | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/docs/dataSourcesAndSinks/aws-s3.md b/docs/dataSourcesAndSinks/aws-s3.md index bf28c8107..54b1d8168 100644 --- a/docs/dataSourcesAndSinks/aws-s3.md +++ b/docs/dataSourcesAndSinks/aws-s3.md @@ -6,9 +6,8 @@ parent: Data Sources and Sinks # S3 1. Set a bucket e.g. zingg28032023 and a folder inside it e.g. zingg -=> make it publicly accessible -2. Create aws access key and export via env vars: +2. Create aws access key and export via env vars (ensure that the user with below keys has read/write access to above): export AWS_ACCESS_KEY_ID= export AWS_SECRET_ACCESS_KEY= @@ -29,7 +28,3 @@ spark.jars=//hadoop-aws-3.1.0.jar,//aws-java-sdk-bundle-1.11 6. Models etc. would get saved in Amazon S3 > Buckets > zingg28032023 >zingg > 100 - -References: - -1. https://spark.apache.org/docs/latest/cloud-integration.html From 9046b38c77f6297b037ee8844fbfe961b75224c9 Mon Sep 17 00:00:00 2001 From: Vikas Gupta Date: Wed, 29 Mar 2023 16:49:04 +0530 Subject: [PATCH 04/16] schema definition in config json part 1 --- .../configWithMultipleMatchTypes.json | 17 +---------------- ...configWithMultipleMatchTypesUnsupported.json | 17 +---------------- .../test/resources/testDocumenter/config.json | 16 +--------------- .../test/resources/testPeekModel/config.json | 17 +---------------- 4 files changed, 4 insertions(+), 63 deletions(-) diff --git a/common/client/src/test/resources/testArguments/configWithMultipleMatchTypes.json b/common/client/src/test/resources/testArguments/configWithMultipleMatchTypes.json index 6060978ef..dcc7e3f39 100644 --- a/common/client/src/test/resources/testArguments/configWithMultipleMatchTypes.json +++ b/common/client/src/test/resources/testArguments/configWithMultipleMatchTypes.json @@ -78,22 +78,7 @@ "delimiter": ",", "header":false }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"fname\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"lname\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"stNo\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add1\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"city\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"state\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true} - ] - }" + "schema": "id string, fname string, lname string, stNo string, add1 string, add2 string, city string, areacode string, state string, dob string, ssn string" }], "labelDataSampleSize" : 0.5, "numPartitions":4, diff --git a/common/client/src/test/resources/testArguments/configWithMultipleMatchTypesUnsupported.json b/common/client/src/test/resources/testArguments/configWithMultipleMatchTypesUnsupported.json index 36c7b09b7..6dfcec90e 100644 --- a/common/client/src/test/resources/testArguments/configWithMultipleMatchTypesUnsupported.json +++ b/common/client/src/test/resources/testArguments/configWithMultipleMatchTypesUnsupported.json @@ -78,22 +78,7 @@ "delimiter": ",", "header":false }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"fname\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"lname\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"stNo\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add1\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"city\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"state\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true} - ] - }" + "schema": "id string, fname string, lname string, stNo string, add1 string, add2 string, city string, areacode string, state string, dob string, ssn string" }], "labelDataSampleSize" : 0.5, "numPartitions":4, diff --git a/common/core/src/test/resources/testDocumenter/config.json b/common/core/src/test/resources/testDocumenter/config.json index c365db59a..d9f4d4ba4 100644 --- a/common/core/src/test/resources/testDocumenter/config.json +++ b/common/core/src/test/resources/testDocumenter/config.json @@ -72,21 +72,7 @@ "delimiter": ",", "header":false }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"fname\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"lname\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"stNo\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add1\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"city\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"state\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true} - ] - }" + "schema": "id string, fname string, lname string, stNo string, add1 string, add2 string, city string, state string, dob string, ssn string" }], "labelDataSampleSize" : 0.5, "numPartitions":4, diff --git a/common/core/src/test/resources/testPeekModel/config.json b/common/core/src/test/resources/testPeekModel/config.json index 840dc21bd..b1b251f4b 100644 --- a/common/core/src/test/resources/testPeekModel/config.json +++ b/common/core/src/test/resources/testPeekModel/config.json @@ -84,22 +84,7 @@ "delimiter": ",", "header":false }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"fname\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"lname\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"stNo\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add1\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"city\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"state\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true} - ] - }" + "schema": "id string, fname string, lname string, stNo string, add1 string, add2 string, city string, areacode string, state string, dob string, ssn string" }], "labelDataSampleSize" : 0.5, "numPartitions":4, From 728a8c21ec374a4fa8b2cfee16c12df5e01764ef Mon Sep 17 00:00:00 2001 From: Vikas Gupta Date: Wed, 29 Mar 2023 16:49:47 +0530 Subject: [PATCH 05/16] schema definition in config json part 2 --- .../test/resources/testDocumenter/config.json | 16 +--------------- .../test/resources/testPeekModel/config.json | 17 +---------------- 2 files changed, 2 insertions(+), 31 deletions(-) diff --git a/spark/core/src/test/resources/testDocumenter/config.json b/spark/core/src/test/resources/testDocumenter/config.json index c365db59a..ec096b0a2 100644 --- a/spark/core/src/test/resources/testDocumenter/config.json +++ b/spark/core/src/test/resources/testDocumenter/config.json @@ -72,21 +72,7 @@ "delimiter": ",", "header":false }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"fname\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"lname\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"stNo\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add1\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"city\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"state\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true} - ] - }" + "schema": "id string, fname string, lname string, stNo string, add1 string, add2 string, city string, state string, dob string, ssn string" }], "labelDataSampleSize" : 0.5, "numPartitions":4, diff --git a/spark/core/src/test/resources/testPeekModel/config.json b/spark/core/src/test/resources/testPeekModel/config.json index 840dc21bd..4a869a670 100644 --- a/spark/core/src/test/resources/testPeekModel/config.json +++ b/spark/core/src/test/resources/testPeekModel/config.json @@ -84,22 +84,7 @@ "delimiter": ",", "header":false }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"fname\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"lname\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"stNo\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add1\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"city\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"state\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true} - ] - }" + "schema": "id string, fname string, lname string, stNo string, add1 string, add2 string, city string, areacode string, state string, dob string, ssn string" }], "labelDataSampleSize" : 0.5, "numPartitions":4, From 6f6f202d37fbd775e267ab8de02c130c56f18a2e Mon Sep 17 00:00:00 2001 From: Vikas Gupta Date: Wed, 29 Mar 2023 18:57:10 +0530 Subject: [PATCH 06/16] schema definition in config json part 3 --- examples/febrl/configLink.json | 34 ++-------------------------------- 1 file changed, 2 insertions(+), 32 deletions(-) diff --git a/examples/febrl/configLink.json b/examples/febrl/configLink.json index 55ff88ce4..6c8e83a72 100644 --- a/examples/febrl/configLink.json +++ b/examples/febrl/configLink.json @@ -78,22 +78,7 @@ "delimiter": ",", "header":false }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"fname\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"lname\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"stNo\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add1\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"city\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"state\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true} - ] - }" + "schema": "id string, fname string, lname string, stNo string, add1 string, add2 string, city string, areacode string, state string, dob string, ssn string" }, { "name":"test2", @@ -103,22 +88,7 @@ "delimiter": ",", "header":false }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"fname\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"lname\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"stNo\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add1\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"city\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"state\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true} - ] - }" + "schema": "id string, fname string, lname string, stNo string, add1 string, add2 string, city string, areacode string, state string, dob string, ssn string" } ], "labelDataSampleSize" : 0.5, From 37d2adc8317b19f84eb0e2178b40efe50a9c62b4 Mon Sep 17 00:00:00 2001 From: Vikas Gupta Date: Wed, 29 Mar 2023 18:58:33 +0530 Subject: [PATCH 07/16] schema definition in config json part 4 --- examples/febrl/findTrainingData.json | 17 +---------------- 1 file changed, 1 insertion(+), 16 deletions(-) diff --git a/examples/febrl/findTrainingData.json b/examples/febrl/findTrainingData.json index 1788e8529..26e508ff3 100644 --- a/examples/febrl/findTrainingData.json +++ b/examples/febrl/findTrainingData.json @@ -78,22 +78,7 @@ "delimiter": ",", "header":false }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"fname\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"lname\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"stNo\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add1\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"city\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"state\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true} - ] - }" + "schema": "id string, fname string, lname string, stNo string, add1 string, add2 string, city string, areacode string, state string, dob string, ssn string" }], "labelDataSampleSize" : 0.5, "numPartitions":4 From 4cc30309c206650e69e32327c9d804b5198c9240 Mon Sep 17 00:00:00 2001 From: Vikas Gupta Date: Wed, 29 Mar 2023 20:28:27 +0530 Subject: [PATCH 08/16] schema definition in config json part 5 (model id 102) --- examples/databricks/config120.json | 16 +------- examples/febrl/configWithTrainingSamples.json | 38 +----------------- examples/febrl120k/config500k.json | 17 +------- ...-831a-fab79b7e3dab-c000.snappy.parquet.crc | Bin 136 -> 0 bytes ...4123-831a-fab79b7e3dab-c000.snappy.parquet | Bin 16149 -> 0 bytes .../bestModel/metadata/.part-00000.crc | Bin 12 -> 12 bytes .../best.model/bestModel/metadata/part-00000 | 2 +- .../metadata/._SUCCESS.crc | Bin 8 -> 0 bytes .../metadata/.part-00000.crc | Bin 12 -> 0 bytes .../metadata/_SUCCESS | 0 .../metadata/part-00000 | 1 - .../metadata/._SUCCESS.crc | Bin 8 -> 0 bytes .../metadata/.part-00000.crc | Bin 12 -> 0 bytes .../1_poly_c60e3039b919/metadata/_SUCCESS | 0 .../1_poly_c60e3039b919/metadata/part-00000 | 1 - .../2_logreg_4b44d4f7a553/data/._SUCCESS.crc | Bin 8 -> 0 bytes ...-97d9-207e9740381b-c000.snappy.parquet.crc | Bin 124 -> 0 bytes .../2_logreg_4b44d4f7a553/data/_SUCCESS | 0 ...4ab4-97d9-207e9740381b-c000.snappy.parquet | Bin 14795 -> 0 bytes .../metadata/._SUCCESS.crc | Bin 8 -> 0 bytes .../metadata/.part-00000.crc | Bin 16 -> 0 bytes .../2_logreg_4b44d4f7a553/metadata/_SUCCESS | 0 .../2_logreg_4b44d4f7a553/metadata/part-00000 | 1 - .../estimator/metadata/.part-00000.crc | Bin 12 -> 12 bytes .../best.model/estimator/metadata/part-00000 | 2 +- .../metadata/._SUCCESS.crc | Bin 8 -> 0 bytes .../metadata/.part-00000.crc | Bin 12 -> 0 bytes .../metadata/_SUCCESS | 0 .../metadata/part-00000 | 1 - .../metadata/._SUCCESS.crc | Bin 8 -> 0 bytes .../metadata/.part-00000.crc | Bin 12 -> 0 bytes .../1_poly_c60e3039b919/metadata/_SUCCESS | 0 .../1_poly_c60e3039b919/metadata/part-00000 | 1 - 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models/102/model/classifier/best.model/estimator/stages/2_logreg_4b44d4f7a553/metadata/_SUCCESS delete mode 100644 models/102/model/classifier/best.model/estimator/stages/2_logreg_4b44d4f7a553/metadata/part-00000 diff --git a/examples/databricks/config120.json b/examples/databricks/config120.json index ccf00051b..b1aa971b5 100644 --- a/examples/databricks/config120.json +++ b/examples/databricks/config120.json @@ -72,21 +72,7 @@ "delimiter": ",", "header":false }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"fname\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"lname\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"stNo\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add1\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"city\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"state\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true} - ] - }" + "schema": "id string, fname string, lname string, stNo string, add1 string, add2 string, city string, state string, dob string, ssn string" }], "labelDataSampleSize" : 0.1, "numPartitions":5000, diff --git a/examples/febrl/configWithTrainingSamples.json b/examples/febrl/configWithTrainingSamples.json index 4f110d830..67d90a0d5 100644 --- a/examples/febrl/configWithTrainingSamples.json +++ b/examples/febrl/configWithTrainingSamples.json @@ -8,26 +8,7 @@ "header":false, "badRecordsPath":"/tmp/bad" }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - - {\"name\" : \"z_cluster\",\"type\" : \"string\",\"nullable\" : false, \"metadata\" : {}}, - {\"name\":\"z_ismatch\",\"type\":\"integer\",\"nullable\":true,\"metadata\" : {}}, - {\"name\":\"fname\", \"type\":\"string\", \"nullable\":true,\"metadata\" : {}}, - {\"name\":\"lname\",\"type\":\"string\",\"nullable\":true,\"metadata\" : {}}, - {\"name\":\"stNo\", \"type\":\"string\", \"nullable\":true,\"metadata\" : {}}, - {\"name\":\"add1\", \"type\":\"string\", \"nullable\":true,\"metadata\" : {}}, - {\"name\":\"add2\",\"type\":\"string\",\"nullable\":true,\"metadata\" : {}}, - {\"name\":\"city\", \"type\":\"string\", \"nullable\":true,\"metadata\" : {}}, - {\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true,\"metadata\" : {}}, - {\"name\":\"state\", \"type\":\"string\", \"nullable\":true,\"metadata\" : {}}, - {\"name\":\"dob\",\"type\":\"string\",\"nullable\":true,\"metadata\" : {}}, - {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true,\"metadata\" : {}} - - ] - }" - + "schema": "z_cluster string, z_ismatch integer, fname string, lname string, stNo string, add1 string, add2 string, city string, areacode string, state string, dob string, ssn string" }], "fieldDefinition":[ { @@ -108,22 +89,7 @@ "delimiter": ",", "header":false }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"fname\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"lname\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"stNo\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add1\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"city\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"state\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true} - ] - }" + "schema": "id string, fname string, lname string, stNo string, add1 string, add2 string, city string, areacode string, state string, dob string, ssn string" }], "labelDataSampleSize" : 0.5, "numPartitions":4, diff --git a/examples/febrl120k/config500k.json b/examples/febrl120k/config500k.json index 7bbcfd97b..961f455e8 100644 --- a/examples/febrl120k/config500k.json +++ b/examples/febrl120k/config500k.json @@ -78,22 +78,7 @@ "delimiter": ",", "header":false }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"fname\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"lname\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"stNo\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add1\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"city\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"state\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true} - ] - }" 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z`fp0@=d|PZa*RLA^8ZCUQmTmEM)z~K{e9|xIYWLhU7v5C7%^zeU(CX<8|Kw-m_JUG ze?4)2Ak1-;=t3a;i@Ep(f$vQfJs+_N*Yfi_I9o}ZIGPZKL;8mek#@ImcCmJ_=Vw|k zEh{ZY$1m}>9xhI{(uBEjaLq9o$t>g;CbDza9@ z(%Qn-+(ks`h>wW9iQU|*xdZ$+t3wL`O>#TNjJ9BEO@H zDEavLt^F0{cT@I1f%%IC`~&Kbg}9l|t-@@MV1o9)@xsnl+Sc0M#MVmsHxs&FV;|Ao z(d)+wi2;sYzj5{7_aivD?+3sBnC?ID?FXy=;FzhGs|7LBKV{e45&XyEME)JS34#6B z-2Q3$|3LVIUK3|$6EC9qr}_VFHNW7SIoP|JSlheoCdB$vq<+6r{U2xj&5!t}lbSoY z&FKvxtpEEtjR@8Hg_r-4s=s+He<$!CE6s0i&wsBpzxMmzQ<|TS*B|TqMXvu;?|yn~ z{}YIxPTn67|2w+(r^ooeJn{dY(*Jpw{_4p7v0M>T2M1dV6MLfJKTG@nX7l`ufBgS4 z6&?T1pSEY6owM*yV6*lta_t}>s;Ve^` Date: Wed, 29 Mar 2023 20:31:21 +0530 Subject: [PATCH 09/16] schema definition in config json part 6 (model id 100) --- perf/120kconfig.json | 16 +--------------- 1 file changed, 1 insertion(+), 15 deletions(-) diff --git a/perf/120kconfig.json b/perf/120kconfig.json index 1f49d8503..b4a443ace 100644 --- a/perf/120kconfig.json +++ b/perf/120kconfig.json @@ -72,21 +72,7 @@ "delimiter": ",", "header":false }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"fname\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"lname\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"stNo\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add1\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"city\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"state\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true} - ] - }" + "schema": "id string, fname string, lname string, stNo string, add1 string, add2 string, city string, state string, dob string, ssn string" }], "labelDataSampleSize" : 0.5, "numPartitions":8, From a93c4ae25bbb929ad31e591c4b4ed14d2bf3fd78 Mon Sep 17 00:00:00 2001 From: Vikas Gupta Date: Wed, 29 Mar 2023 20:39:41 +0530 Subject: [PATCH 10/16] schema definition in config json part 7 (model id 103) --- examples/amazon-google/config.json | 22 ++---------------- .../amazon-google/configWithStopWords.json | 22 ++---------------- ...-b426-098bcfa332bc-c000.snappy.parquet.crc | Bin 112 -> 0 bytes ...4824-b426-098bcfa332bc-c000.snappy.parquet | Bin 12843 -> 0 bytes .../bestModel/metadata/.part-00000.crc | Bin 12 -> 12 bytes .../best.model/bestModel/metadata/part-00000 | 2 +- .../metadata/._SUCCESS.crc | Bin 8 -> 0 bytes .../metadata/.part-00000.crc | Bin 12 -> 0 bytes .../metadata/_SUCCESS | 0 .../metadata/part-00000 | 1 - .../metadata/._SUCCESS.crc | Bin 8 -> 0 bytes .../metadata/.part-00000.crc | Bin 12 -> 0 bytes .../1_poly_1c7b648c7b13/metadata/_SUCCESS | 0 .../1_poly_1c7b648c7b13/metadata/part-00000 | 1 - .../2_logreg_a2f6b7295985/data/._SUCCESS.crc | Bin 8 -> 0 bytes ...-bc81-01182f1082a9-c000.snappy.parquet.crc | Bin 44 -> 0 bytes .../2_logreg_a2f6b7295985/data/_SUCCESS | 0 ...4f3a-bc81-01182f1082a9-c000.snappy.parquet | Bin 4590 -> 0 bytes .../metadata/._SUCCESS.crc | Bin 8 -> 0 bytes .../metadata/.part-00000.crc | Bin 16 -> 0 bytes .../2_logreg_a2f6b7295985/metadata/_SUCCESS | 0 .../2_logreg_a2f6b7295985/metadata/part-00000 | 1 - .../estimator/metadata/.part-00000.crc | Bin 12 -> 12 bytes .../best.model/estimator/metadata/part-00000 | 2 +- .../metadata/._SUCCESS.crc | Bin 8 -> 0 bytes .../metadata/.part-00000.crc | Bin 12 -> 0 bytes .../metadata/_SUCCESS | 0 .../metadata/part-00000 | 1 - .../metadata/._SUCCESS.crc | Bin 8 -> 0 bytes .../metadata/.part-00000.crc | Bin 12 -> 0 bytes .../1_poly_1c7b648c7b13/metadata/_SUCCESS | 0 .../1_poly_1c7b648c7b13/metadata/part-00000 | 1 - .../metadata/._SUCCESS.crc | Bin 8 -> 0 bytes .../metadata/.part-00000.crc | Bin 16 -> 0 bytes .../2_logreg_a2f6b7295985/metadata/_SUCCESS | 0 .../2_logreg_a2f6b7295985/metadata/part-00000 | 1 - .../evaluator/metadata/.part-00000.crc | Bin 12 -> 12 bytes 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models/103/model/classifier/best.model/estimator/stages/2_logreg_a2f6b7295985/metadata/part-00000 diff --git a/examples/amazon-google/config.json b/examples/amazon-google/config.json index 29495301c..1576da607 100644 --- a/examples/amazon-google/config.json +++ b/examples/amazon-google/config.json @@ -47,16 +47,7 @@ "delimiter": ",", "header":true }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"title\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"description\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"manufacturer\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"price\", \"type\":\"double\", \"nullable\":true} - ] - }" + "schema": "id string, title string, description string, manufacturer string, price double" }, { "name":"google", @@ -66,16 +57,7 @@ "delimiter": ",", "header":true }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"title\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"description\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"manufacturer\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"price\", \"type\":\"double\", \"nullable\":true} - ] - }" + "schema": "id string, title string, description string, manufacturer string, price double" } ], "labelDataSampleSize" : 0.4, diff --git a/examples/amazon-google/configWithStopWords.json b/examples/amazon-google/configWithStopWords.json index c47478fed..7d7f43ca5 100644 --- a/examples/amazon-google/configWithStopWords.json +++ b/examples/amazon-google/configWithStopWords.json @@ -48,16 +48,7 @@ "delimiter": ",", "header":true }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"title\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"description\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"manufacturer\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"price\", \"type\":\"double\", \"nullable\":true} - ] - }" + "schema": "id string, title string, description string, manufacturer string, price double" }, { "name":"google", @@ -67,16 +58,7 @@ "delimiter": ",", "header":true }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"title\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"description\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"manufacturer\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"price\", \"type\":\"double\", \"nullable\":true} - ] - }" + "schema": "id string, title string, description string, manufacturer string, price double" } ], "labelDataSampleSize" : 0.4, diff --git a/models/103/model/block/zingg.block/.part-00000-c546b45b-58ff-4824-b426-098bcfa332bc-c000.snappy.parquet.crc 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From 38da6bf4e32c5ebd287db7616a357d7af08e7360 Mon Sep 17 00:00:00 2001 From: Vikas Gupta Date: Wed, 29 Mar 2023 20:46:16 +0530 Subject: [PATCH 11/16] schema definition in config json part 8 (model id 106) --- examples/beerAdvo-rateBeer/config.json | 22 ++---------------- ...-b392-32eeb13a14ff-c000.snappy.parquet.crc | Bin 152 -> 0 bytes ...4024-b392-32eeb13a14ff-c000.snappy.parquet | Bin 18105 -> 0 bytes .../bestModel/metadata/.part-00000.crc | Bin 12 -> 12 bytes .../best.model/bestModel/metadata/part-00000 | 2 +- .../metadata/._SUCCESS.crc | Bin 8 -> 0 bytes .../metadata/.part-00000.crc | Bin 12 -> 0 bytes .../metadata/_SUCCESS | 0 .../metadata/part-00000 | 1 - .../metadata/._SUCCESS.crc | Bin 8 -> 0 bytes .../metadata/.part-00000.crc | Bin 12 -> 0 bytes .../1_poly_b532d527e334/metadata/_SUCCESS | 0 .../1_poly_b532d527e334/metadata/part-00000 | 1 - .../2_logreg_648ca83b88f3/data/._SUCCESS.crc | Bin 8 -> 0 bytes ...-b715-66c784888088-c000.snappy.parquet.crc | Bin 48 -> 0 bytes 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models/106/model/classifier/best.model/estimator/stages/2_logreg_648ca83b88f3/metadata/part-00000 diff --git a/examples/beerAdvo-rateBeer/config.json b/examples/beerAdvo-rateBeer/config.json index 8b383b69a..d1679daee 100644 --- a/examples/beerAdvo-rateBeer/config.json +++ b/examples/beerAdvo-rateBeer/config.json @@ -47,16 +47,7 @@ "delimiter": ",", "header":true }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"Beer_Name\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"Brew_Factory_Name\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"Style\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"ABV\", \"type\":\"double\", \"nullable\":true} - ] - }" + "schema": "id string, Beer_Name string, Brew_Factory_Name string, Style string, ABV double" }, { "name":"rateBeer", @@ -66,16 +57,7 @@ "delimiter": ",", "header":true }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - 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b/models/106/model/classifier/best.model/estimator/stages/1_poly_b532d527e334/metadata/part-00000 deleted file mode 100644 index 13a1122c9..000000000 --- a/models/106/model/classifier/best.model/estimator/stages/1_poly_b532d527e334/metadata/part-00000 +++ /dev/null @@ -1 +0,0 @@ -{"class":"org.apache.spark.ml.feature.PolynomialExpansion","timestamp":1644903488891,"sparkVersion":"3.1.1","uid":"poly_b532d527e334","paramMap":{"degree":3,"outputCol":"z_feature","inputCol":"z_featurevector"},"defaultParamMap":{"degree":2,"outputCol":"poly_b532d527e334__output"}} diff --git a/models/106/model/classifier/best.model/estimator/stages/2_logreg_648ca83b88f3/metadata/._SUCCESS.crc b/models/106/model/classifier/best.model/estimator/stages/2_logreg_648ca83b88f3/metadata/._SUCCESS.crc deleted file mode 100644 index 3b7b044936a890cd8d651d349a752d819d71d22c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 8 PcmYc;N@ieSU}69O2$TUk diff --git a/models/106/model/classifier/best.model/estimator/stages/2_logreg_648ca83b88f3/metadata/.part-00000.crc b/models/106/model/classifier/best.model/estimator/stages/2_logreg_648ca83b88f3/metadata/.part-00000.crc deleted file mode 100644 index 3e4cd91808d6996768e9ce9bfeaa1d51de5a99dc..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 16 XcmYc;N@ieSU}6xe+1~qXvDqmABq9Zt diff --git a/models/106/model/classifier/best.model/estimator/stages/2_logreg_648ca83b88f3/metadata/_SUCCESS b/models/106/model/classifier/best.model/estimator/stages/2_logreg_648ca83b88f3/metadata/_SUCCESS deleted file mode 100644 index e69de29bb..000000000 diff --git a/models/106/model/classifier/best.model/estimator/stages/2_logreg_648ca83b88f3/metadata/part-00000 b/models/106/model/classifier/best.model/estimator/stages/2_logreg_648ca83b88f3/metadata/part-00000 deleted file mode 100644 index b333c4a08..000000000 --- a/models/106/model/classifier/best.model/estimator/stages/2_logreg_648ca83b88f3/metadata/part-00000 +++ /dev/null @@ -1 +0,0 @@ -{"class":"org.apache.spark.ml.classification.LogisticRegression","timestamp":1644903488927,"sparkVersion":"3.1.1","uid":"logreg_648ca83b88f3","paramMap":{"labelCol":"z_isMatch","maxIter":100,"fitIntercept":true,"probabilityCol":"z_probability","featuresCol":"z_feature","predictionCol":"z_prediction"},"defaultParamMap":{"tol":1.0E-6,"maxBlockSizeInMB":0.0,"rawPredictionCol":"rawPrediction","aggregationDepth":2,"threshold":0.5,"labelCol":"label","standardization":true,"maxIter":100,"family":"auto","elasticNetParam":0.0,"regParam":0.0,"fitIntercept":true,"probabilityCol":"probability","featuresCol":"features","predictionCol":"prediction"}} diff --git a/models/106/model/classifier/best.model/evaluator/metadata/.part-00000.crc b/models/106/model/classifier/best.model/evaluator/metadata/.part-00000.crc index 28fbe7de73e61a55a349446e3ed94e46af48f204..a260da726c7bac4a79fc8d8b474212858d7a001d 100644 GIT binary patch literal 12 TcmYc;N@ieSU}E4u*|z}z5#s|< literal 12 TcmYc;N@ieSU}E@pV)ab`75@Z< diff --git a/models/106/model/classifier/best.model/evaluator/metadata/part-00000 b/models/106/model/classifier/best.model/evaluator/metadata/part-00000 index e2b9456c2..a6df0e8c8 100644 --- a/models/106/model/classifier/best.model/evaluator/metadata/part-00000 +++ b/models/106/model/classifier/best.model/evaluator/metadata/part-00000 @@ -1 +1 @@ -{"class":"org.apache.spark.ml.evaluation.BinaryClassificationEvaluator","timestamp":1644903488789,"sparkVersion":"3.1.1","uid":"binEval_de7f29b316de","paramMap":{"labelCol":"z_isMatch"},"defaultParamMap":{"labelCol":"label","rawPredictionCol":"rawPrediction","metricName":"areaUnderROC","numBins":1000}} +{"class":"org.apache.spark.ml.evaluation.BinaryClassificationEvaluator","timestamp":1680102798247,"sparkVersion":"3.1.2","uid":"binEval_6562d00c2e22","paramMap":{"labelCol":"z_isMatch"},"defaultParamMap":{"metricName":"areaUnderROC","rawPredictionCol":"rawPrediction","labelCol":"label","numBins":1000}} diff --git a/models/106/model/classifier/best.model/metadata/.part-00000.crc b/models/106/model/classifier/best.model/metadata/.part-00000.crc index 10b487934ff0232c760a96792bc944e61663d300..2abbdaa27086d5587eac240b163ff463b9cda9b4 100644 GIT binary patch literal 40 wcmYc;N@ieSU}EUkQxH@8zc8$)#j)FKmH> Date: Wed, 29 Mar 2023 20:56:59 +0530 Subject: [PATCH 12/16] schema definition in config json part 9 (model id 105) --- examples/iTunes-amazon/config.json | 30 ++---------------- ...-b3b6-9538eb713d3a-c000.snappy.parquet.crc | Bin 688 -> 0 bytes ...4e1d-b3b6-9538eb713d3a-c000.snappy.parquet | Bin 86994 -> 0 bytes .../bestModel/metadata/.part-00000.crc | Bin 12 -> 12 bytes 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models/105/model/classifier/best.model/estimator/stages/1_poly_ba6539c4a616/metadata/_SUCCESS delete mode 100644 models/105/model/classifier/best.model/estimator/stages/1_poly_ba6539c4a616/metadata/part-00000 delete mode 100644 models/105/model/classifier/best.model/estimator/stages/2_logreg_fdeb3298494b/metadata/._SUCCESS.crc delete mode 100644 models/105/model/classifier/best.model/estimator/stages/2_logreg_fdeb3298494b/metadata/.part-00000.crc delete mode 100644 models/105/model/classifier/best.model/estimator/stages/2_logreg_fdeb3298494b/metadata/_SUCCESS delete mode 100644 models/105/model/classifier/best.model/estimator/stages/2_logreg_fdeb3298494b/metadata/part-00000 diff --git a/examples/iTunes-amazon/config.json b/examples/iTunes-amazon/config.json index a609394bc..2007a7995 100644 --- a/examples/iTunes-amazon/config.json +++ b/examples/iTunes-amazon/config.json @@ -71,20 +71,7 @@ "delimiter": ",", "header":true }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"Song_Name\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"Artist_Name\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"Album_Name\",\"type\":\"string\",\"nullable\":true}, - {\"name\":\"Genre\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"Price\", \"type\":\"double\", \"nullable\":true}, - {\"name\":\"CopyRight\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"Time\",\"type\":\"string\",\"nullable\":true}, - {\"name\":\"Released\", \"type\":\"string\", \"nullable\":true} - ] - }" + "schema": "id string, Song_Name string, Artist_Name string, Album_Name string, Genre string, Price double, CopyRight string, Time string, Released string" }, { "name":"amazon", @@ -94,20 +81,7 @@ "delimiter": ",", "header":true }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"Song_Name\", \"type\":\"string\", 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-{"class":"org.apache.spark.ml.tuning.CrossValidatorModel","timestamp":1644908598776,"sparkVersion":"3.1.1","uid":"cv_eeb59c13e166","paramMap":{"seed":-1191137437,"numFolds":2,"foldCol":"","estimatorParamMaps":[[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"1.0E-4","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.4","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"0.001","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.4","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"0.01","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.4","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"0.1","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.4","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"1.0","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.4","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"1.0E-4","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.45","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"0.001","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.45","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"0.01","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.45","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"0.1","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.45","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"1.0","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.45","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"1.0E-4","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.5","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"0.001","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.5","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"0.01","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.5","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"0.1","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.5","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"1.0","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.5","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"1.0E-4","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.55","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"0.001","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.55","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"0.01","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.55","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"0.1","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.55","isJson":"true"}],[{"parent":"logreg_fdeb3298494b","name":"regParam","value":"1.0","isJson":"true"},{"parent":"logreg_fdeb3298494b","name":"threshold","value":"0.55","isJson":"true"}]]},"defaultParamMap":{"seed":-1191137437,"numFolds":3,"foldCol":""},"avgMetrics":[0.8398504273504275,0.8817559074912016,0.9150138260432378,0.9240510306686778,0.9278971845148316,0.8398504273504275,0.8817559074912016,0.9150138260432378,0.9240510306686778,0.9278971845148316,0.8398504273504275,0.8817559074912016,0.9150138260432378,0.9240510306686778,0.9278971845148316,0.8398504273504275,0.8817559074912016,0.9150138260432378,0.9240510306686778,0.9278971845148316],"persistSubModels":false} +{"class":"org.apache.spark.ml.tuning.CrossValidatorModel","timestamp":1680103211545,"sparkVersion":"3.1.2","uid":"cv_0e01e1a0519c","paramMap":{"foldCol":"","seed":-1191137437,"numFolds":2,"estimatorParamMaps":[[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.4","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"1.0E-4","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.45","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"1.0E-4","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.5","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"1.0E-4","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.55","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"1.0E-4","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.4","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"0.001","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.45","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"0.001","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.5","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"0.001","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.55","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"0.001","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.4","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"0.01","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.45","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"0.01","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.5","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"0.01","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.55","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"0.01","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.4","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"0.1","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.45","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"0.1","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.5","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"0.1","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.55","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"0.1","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.4","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"1.0","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.45","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"1.0","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.5","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"1.0","isJson":"true"}],[{"parent":"logreg_e337b472ede0","name":"threshold","value":"0.55","isJson":"true"},{"parent":"logreg_e337b472ede0","name":"regParam","value":"1.0","isJson":"true"}]]},"defaultParamMap":{"foldCol":"","seed":-1191137437,"numFolds":3},"avgMetrics":[0.9228946706887884,0.9228946706887884,0.9228946706887884,0.9228946706887884,0.9248177476118653,0.9248177476118653,0.9248177476118653,0.9248177476118653,0.9234728506787331,0.9234728506787331,0.9234728506787331,0.9234728506787331,0.9234728506787331,0.9234728506787331,0.9234728506787331,0.9234728506787331,0.9278971845148316,0.9278971845148316,0.9278971845148316,0.9278971845148316],"persistSubModels":false} From 740770e59fbc81229803d8d167e4359ae95d3be4 Mon Sep 17 00:00:00 2001 From: Vikas Gupta Date: Wed, 29 Mar 2023 21:51:32 +0530 Subject: [PATCH 13/16] schema definition in config json part 10 (model id 101) --- examples/febrl120k/config.json | 17 +---------------- examples/febrl120k/config120k.json | 17 +---------------- ...7-be00-7cbf6ee32f3e-c000.snappy.parquet.crc | Bin 12 -> 0 bytes ...7-be00-7cbf6ee32f3e-c000.snappy.parquet.crc | Bin 692 -> 0 bytes ...-4c07-be00-7cbf6ee32f3e-c000.snappy.parquet | Bin 319 -> 0 bytes ...-4c07-be00-7cbf6ee32f3e-c000.snappy.parquet | Bin 87398 -> 0 bytes .../bestModel/metadata/.part-00000.crc | Bin 12 -> 12 bytes .../best.model/bestModel/metadata/part-00000 | 2 +- .../metadata/._SUCCESS.crc | Bin 8 -> 0 bytes .../metadata/.part-00000.crc | Bin 12 -> 0 bytes .../metadata/_SUCCESS | 0 .../metadata/part-00000 | 1 - .../1_poly_469e37d4e38b/metadata/._SUCCESS.crc | Bin 8 -> 0 bytes .../metadata/.part-00000.crc | Bin 12 -> 0 bytes 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models/101/model/classifier/best.model/estimator/stages/1_poly_469e37d4e38b/metadata/_SUCCESS delete mode 100644 models/101/model/classifier/best.model/estimator/stages/1_poly_469e37d4e38b/metadata/part-00000 delete mode 100644 models/101/model/classifier/best.model/estimator/stages/2_logreg_59a6d989bcac/metadata/._SUCCESS.crc delete mode 100644 models/101/model/classifier/best.model/estimator/stages/2_logreg_59a6d989bcac/metadata/.part-00000.crc delete mode 100644 models/101/model/classifier/best.model/estimator/stages/2_logreg_59a6d989bcac/metadata/_SUCCESS delete mode 100644 models/101/model/classifier/best.model/estimator/stages/2_logreg_59a6d989bcac/metadata/part-00000 diff --git a/examples/febrl120k/config.json b/examples/febrl120k/config.json index 4bbb191ae..47ed65c35 100644 --- a/examples/febrl120k/config.json +++ b/examples/febrl120k/config.json @@ -84,22 +84,7 @@ "delimiter": ",", "header":false }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"fname\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"lname\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"stNo\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add1\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"city\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"state\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true} - ] - }" + "schema": "id string, fname string, lname string, stNo string, add1 string, add2 string, city string, areacode string, state string, dob string, ssn string" }], "labelDataSampleSize" : 0.1, "numPartitions":5000, diff --git a/examples/febrl120k/config120k.json b/examples/febrl120k/config120k.json index a5e210563..21b5737a1 100644 --- a/examples/febrl120k/config120k.json +++ b/examples/febrl120k/config120k.json @@ -78,22 +78,7 @@ "delimiter": ",", "header":false }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, - {\"name\":\"fname\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"lname\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"stNo\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add1\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"add2\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"city\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"areacode\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"state\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"dob\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"ssn\",\"type\":\"string\",\"nullable\":true} - ] - }" + "schema": "id string, fname string, lname string, stNo string, add1 string, 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From 2a682df1a23e59f3663b63a485d2ec1b0cc3cf98 Mon Sep 17 00:00:00 2001 From: Vikas Gupta Date: Fri, 31 Mar 2023 07:43:30 +0530 Subject: [PATCH 14/16] schema definition in config json part 11 --- examples/ncVoters5M/config.json | 11 +---------- 1 file changed, 1 insertion(+), 10 deletions(-) diff --git a/examples/ncVoters5M/config.json b/examples/ncVoters5M/config.json index a7a6809a9..03ad71604 100644 --- a/examples/ncVoters5M/config.json +++ b/examples/ncVoters5M/config.json @@ -48,16 +48,7 @@ "delimiter": ",", "header":false }, - "schema": - "{\"type\" : \"struct\", - \"fields\" : [ - {\"name\":\"recid\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"givenname\",\"type\":\"string\",\"nullable\":true} , - {\"name\":\"surname\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"suburb\", \"type\":\"string\", \"nullable\":true}, - {\"name\":\"postcode\",\"type\":\"string\",\"nullable\":true} - ] - }" + "schema": "recid string, givenname string, surname string, suburb string, postcode string" }], "labelDataSampleSize" : 0.1, "numPartitions":4000, From 2c35de12655e18aafddca33e8353dc607939ed35 Mon Sep 17 00:00:00 2001 From: Vikas Gupta Date: Fri, 31 Mar 2023 12:53:10 +0530 Subject: [PATCH 15/16] 120k , model id 101 --- .../best.model/bestModel/metadata/.part-00000.crc | Bin 12 -> 12 bytes .../best.model/bestModel/metadata/part-00000 | 2 +- .../best.model/estimator/metadata/.part-00000.crc | Bin 12 -> 12 bytes .../best.model/estimator/metadata/part-00000 | 2 +- .../best.model/evaluator/metadata/.part-00000.crc | Bin 12 -> 12 bytes .../best.model/evaluator/metadata/part-00000 | 2 +- .../best.model/metadata/.part-00000.crc | Bin 40 -> 40 bytes .../classifier/best.model/metadata/part-00000 | 2 +- 8 files changed, 4 insertions(+), 4 deletions(-) diff --git a/models/101/model/classifier/best.model/bestModel/metadata/.part-00000.crc b/models/101/model/classifier/best.model/bestModel/metadata/.part-00000.crc index 056478db8798a5906bff8e7e921f19c249c3a8f2..617a52c176a00f05d3bbd68afd9609be84878a60 100644 GIT binary patch literal 12 TcmYc;N@ieSU}BK|?|2FT5;X&0 literal 12 TcmYc;N@ieSU}AW{vNi_*64C=W diff --git a/models/101/model/classifier/best.model/bestModel/metadata/part-00000 b/models/101/model/classifier/best.model/bestModel/metadata/part-00000 index 3b189316b..f60647d7e 100644 --- a/models/101/model/classifier/best.model/bestModel/metadata/part-00000 +++ b/models/101/model/classifier/best.model/bestModel/metadata/part-00000 @@ -1 +1 @@ -{"class":"org.apache.spark.ml.PipelineModel","timestamp":1680104927739,"sparkVersion":"3.1.2","uid":"pipeline_5f22c5e4a27b","paramMap":{"stageUids":["vecAssembler_00a94b55b10f","poly_5076602578b5","logreg_22e4e8750b3b"]},"defaultParamMap":{}} +{"class":"org.apache.spark.ml.PipelineModel","timestamp":1680245294860,"sparkVersion":"3.1.2","uid":"pipeline_f729a6b01032","paramMap":{"stageUids":["vecAssembler_5a4a15106c47","poly_993555b1f9db","logreg_d93ca38a2205"]},"defaultParamMap":{}} diff --git a/models/101/model/classifier/best.model/estimator/metadata/.part-00000.crc b/models/101/model/classifier/best.model/estimator/metadata/.part-00000.crc index f3d35858775b5c2c37ea54c3ffb25dd9b4aee001..5e397fc439ce7341f58aca54e18e9969cb96ab2c 100644 GIT binary patch literal 12 TcmYc;N@ieSU}88gw`~pp6CMM4 literal 12 TcmYc;N@ieSU}CtGT9*L;6I%mV diff --git a/models/101/model/classifier/best.model/estimator/metadata/part-00000 b/models/101/model/classifier/best.model/estimator/metadata/part-00000 index 4aaaffb4a..e8a1dbde7 100644 --- a/models/101/model/classifier/best.model/estimator/metadata/part-00000 +++ b/models/101/model/classifier/best.model/estimator/metadata/part-00000 @@ -1 +1 @@ -{"class":"org.apache.spark.ml.Pipeline","timestamp":1680104927152,"sparkVersion":"3.1.2","uid":"pipeline_5f22c5e4a27b","paramMap":{"stageUids":["vecAssembler_00a94b55b10f","poly_5076602578b5","logreg_22e4e8750b3b"]},"defaultParamMap":{}} +{"class":"org.apache.spark.ml.Pipeline","timestamp":1680245294278,"sparkVersion":"3.1.2","uid":"pipeline_f729a6b01032","paramMap":{"stageUids":["vecAssembler_5a4a15106c47","poly_993555b1f9db","logreg_d93ca38a2205"]},"defaultParamMap":{}} diff --git a/models/101/model/classifier/best.model/evaluator/metadata/.part-00000.crc b/models/101/model/classifier/best.model/evaluator/metadata/.part-00000.crc index a2e6e8a8ba3f5449b2b0a8dca35806e346950cb4..25cf168a37b0a64d5a241ae9e0af57e901a14840 100644 GIT binary patch literal 12 TcmYc;N@ieSU}DJh<=YGZ5ZVH= literal 12 TcmYc;N@ieSU}Ct;kircB5uXBm diff --git a/models/101/model/classifier/best.model/evaluator/metadata/part-00000 b/models/101/model/classifier/best.model/evaluator/metadata/part-00000 index f335037a2..00451cd7e 100644 --- a/models/101/model/classifier/best.model/evaluator/metadata/part-00000 +++ b/models/101/model/classifier/best.model/evaluator/metadata/part-00000 @@ -1 +1 @@ -{"class":"org.apache.spark.ml.evaluation.BinaryClassificationEvaluator","timestamp":1680104926970,"sparkVersion":"3.1.2","uid":"binEval_f9a3ecd77df9","paramMap":{"labelCol":"z_isMatch"},"defaultParamMap":{"metricName":"areaUnderROC","numBins":1000,"rawPredictionCol":"rawPrediction","labelCol":"label"}} +{"class":"org.apache.spark.ml.evaluation.BinaryClassificationEvaluator","timestamp":1680245294084,"sparkVersion":"3.1.2","uid":"binEval_6474a4cf721e","paramMap":{"labelCol":"z_isMatch"},"defaultParamMap":{"metricName":"areaUnderROC","labelCol":"label","rawPredictionCol":"rawPrediction","numBins":1000}} diff --git a/models/101/model/classifier/best.model/metadata/.part-00000.crc b/models/101/model/classifier/best.model/metadata/.part-00000.crc index eb3a2f87f99f0103a90015108f4f2c220e3c67d1..9c6250e4a482d10299ff046da629c983bf12d17a 100644 GIT binary patch literal 40 ycmV+@0N4Lxa$^7h00IE-=(166P4jy&q@bymUa6&zUW>$?tzvYF^f9%4p{7-36ccs; literal 40 ycmV+@0N4Lxa$^7h00ICrw5 Date: Fri, 31 Mar 2023 14:13:35 +0530 Subject: [PATCH 16/16] Revert "schema definition in config json part 7 (model id 103)" This reverts commit a93c4ae25bbb929ad31e591c4b4ed14d2bf3fd78. --- examples/amazon-google/config.json | 22 ++++++++++++++++-- .../amazon-google/configWithStopWords.json | 22 ++++++++++++++++-- ...-b426-098bcfa332bc-c000.snappy.parquet.crc | Bin 0 -> 112 bytes ...4824-b426-098bcfa332bc-c000.snappy.parquet | Bin 0 -> 12843 bytes .../bestModel/metadata/.part-00000.crc | Bin 12 -> 12 bytes .../best.model/bestModel/metadata/part-00000 | 2 +- .../metadata/._SUCCESS.crc | Bin 0 -> 8 bytes .../metadata/.part-00000.crc | Bin 0 -> 12 bytes .../metadata/_SUCCESS | 0 .../metadata/part-00000 | 1 + .../metadata/._SUCCESS.crc | Bin 0 -> 8 bytes 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models/103/model/classifier/best.model/estimator/stages/2_logreg_a2f6b7295985/metadata/._SUCCESS.crc create mode 100644 models/103/model/classifier/best.model/estimator/stages/2_logreg_a2f6b7295985/metadata/.part-00000.crc create mode 100644 models/103/model/classifier/best.model/estimator/stages/2_logreg_a2f6b7295985/metadata/_SUCCESS create mode 100644 models/103/model/classifier/best.model/estimator/stages/2_logreg_a2f6b7295985/metadata/part-00000 diff --git a/examples/amazon-google/config.json b/examples/amazon-google/config.json index 1576da607..29495301c 100644 --- a/examples/amazon-google/config.json +++ b/examples/amazon-google/config.json @@ -47,7 +47,16 @@ "delimiter": ",", "header":true }, - "schema": "id string, title string, description string, manufacturer string, price double" + "schema": + "{\"type\" : \"struct\", + \"fields\" : [ + {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, + {\"name\":\"title\", \"type\":\"string\", \"nullable\":true}, + {\"name\":\"description\", \"type\":\"string\", \"nullable\":true}, + {\"name\":\"manufacturer\",\"type\":\"string\",\"nullable\":true} , + {\"name\":\"price\", \"type\":\"double\", \"nullable\":true} + ] + }" }, { "name":"google", @@ -57,7 +66,16 @@ "delimiter": ",", "header":true }, - "schema": "id string, title string, description string, manufacturer string, price double" + "schema": + "{\"type\" : \"struct\", + \"fields\" : [ + {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, + {\"name\":\"title\", \"type\":\"string\", \"nullable\":true}, + {\"name\":\"description\", \"type\":\"string\", \"nullable\":true}, + {\"name\":\"manufacturer\",\"type\":\"string\",\"nullable\":true} , + {\"name\":\"price\", \"type\":\"double\", \"nullable\":true} + ] + }" } ], "labelDataSampleSize" : 0.4, diff --git a/examples/amazon-google/configWithStopWords.json b/examples/amazon-google/configWithStopWords.json index 7d7f43ca5..c47478fed 100644 --- a/examples/amazon-google/configWithStopWords.json +++ b/examples/amazon-google/configWithStopWords.json @@ -48,7 +48,16 @@ "delimiter": ",", "header":true }, - "schema": "id string, title string, description string, manufacturer string, price double" + "schema": + "{\"type\" : \"struct\", + \"fields\" : [ + {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, + {\"name\":\"title\", \"type\":\"string\", \"nullable\":true}, + {\"name\":\"description\", \"type\":\"string\", \"nullable\":true}, + {\"name\":\"manufacturer\",\"type\":\"string\",\"nullable\":true} , + {\"name\":\"price\", \"type\":\"double\", \"nullable\":true} + ] + }" }, { "name":"google", @@ -58,7 +67,16 @@ "delimiter": ",", "header":true }, - "schema": "id string, title string, description string, manufacturer string, price double" + "schema": + "{\"type\" : \"struct\", + \"fields\" : [ + {\"name\":\"id\", \"type\":\"string\", \"nullable\":false}, + {\"name\":\"title\", \"type\":\"string\", \"nullable\":true}, + {\"name\":\"description\", \"type\":\"string\", \"nullable\":true}, + {\"name\":\"manufacturer\",\"type\":\"string\",\"nullable\":true} , + {\"name\":\"price\", \"type\":\"double\", \"nullable\":true} + ] + }" } ], "labelDataSampleSize" : 0.4, diff --git a/models/103/model/block/zingg.block/.part-00000-c546b45b-58ff-4824-b426-098bcfa332bc-c000.snappy.parquet.crc b/models/103/model/block/zingg.block/.part-00000-c546b45b-58ff-4824-b426-098bcfa332bc-c000.snappy.parquet.crc new file mode 100644 index 0000000000000000000000000000000000000000..83b034f2b147567c59be6b83af27855e923101f1 GIT binary patch literal 112 zcmV-$0FVD;a$^7h00IEok_$U2r>|{G{ZVVc2D7BfNt+!MYc^P5C?CZ{1hMIP Sdtm+c4uAh>JtAHuQTLPMD>)tj literal 0 HcmV?d00001 diff --git a/models/103/model/block/zingg.block/part-00000-c546b45b-58ff-4824-b426-098bcfa332bc-c000.snappy.parquet b/models/103/model/block/zingg.block/part-00000-c546b45b-58ff-4824-b426-098bcfa332bc-c000.snappy.parquet new file mode 100644 index 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