feat: manually mirror opencoze's code from bytedance
Change-Id: I09a73aadda978ad9511264a756b2ce51f5761adf
This commit is contained in:
200
backend/infra/impl/document/parser/builtin/parse_csv_test.go
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200
backend/infra/impl/document/parser/builtin/parse_csv_test.go
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/*
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* Copyright 2025 coze-dev Authors
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package builtin
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import (
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"bytes"
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"context"
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"fmt"
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"io"
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"os"
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"testing"
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"github.com/cloudwego/eino/components/document/parser"
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"github.com/cloudwego/eino/schema"
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"github.com/stretchr/testify/assert"
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"github.com/coze-dev/coze-studio/backend/infra/contract/document"
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contract "github.com/coze-dev/coze-studio/backend/infra/contract/document/parser"
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)
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func TestParseCSV(t *testing.T) {
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ctx := context.Background()
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b, err := os.ReadFile("./test_data/test_csv.csv")
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assert.NoError(t, err)
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r1 := bytes.NewReader(b)
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c1 := &contract.Config{
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FileExtension: contract.FileExtensionCSV,
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ParsingStrategy: &contract.ParsingStrategy{
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HeaderLine: 0,
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DataStartLine: 1,
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RowsCount: 20,
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},
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ChunkingStrategy: nil,
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}
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p1 := parseCSV(c1)
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docs, err := p1(ctx, r1, parser.WithExtraMeta(map[string]any{
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"document_id": int64(123),
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"knowledge_id": int64(456),
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}))
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assert.NoError(t, err)
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for i, doc := range docs {
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assertSheet(t, i, doc)
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}
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// parse
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r2 := bytes.NewReader(b)
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c2 := &contract.Config{
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FileExtension: contract.FileExtensionCSV,
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ParsingStrategy: &contract.ParsingStrategy{
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HeaderLine: 0,
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DataStartLine: 1,
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RowsCount: 10,
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Columns: []*document.Column{
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{
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ID: 0,
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Name: "col_string_indexing",
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Type: document.TableColumnTypeString,
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Nullable: false,
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Sequence: 0,
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},
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{
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ID: 0,
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Name: "col_string",
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Type: document.TableColumnTypeString,
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Nullable: false,
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Sequence: 1,
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},
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{
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ID: 0,
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Name: "col_int",
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Type: document.TableColumnTypeInteger,
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Nullable: false,
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Sequence: 2,
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},
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{
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ID: 0,
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Name: "col_number",
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Type: document.TableColumnTypeNumber,
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Nullable: true,
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Sequence: 3,
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},
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{
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ID: 0,
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Name: "col_bool",
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Type: document.TableColumnTypeBoolean,
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Nullable: true,
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Sequence: 4,
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},
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{
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ID: 0,
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Name: "col_time",
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Type: document.TableColumnTypeTime,
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Nullable: true,
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Sequence: 5,
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},
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},
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},
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ChunkingStrategy: nil,
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}
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p2 := parseCSV(c2)
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docs, err = p2(ctx, r2, parser.WithExtraMeta(map[string]any{
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"document_id": int64(123),
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"knowledge_id": int64(456),
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}))
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assert.NoError(t, err)
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for i, doc := range docs {
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assertSheet(t, i, doc)
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}
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}
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func TestParseCSVBadCases(t *testing.T) {
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t.Run("test nil row", func(t *testing.T) {
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ctx := context.Background()
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f, err := os.Open("test_data/test_csv_badcase_1.csv")
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assert.NoError(t, err)
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b, err := io.ReadAll(f)
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assert.NoError(t, err)
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pfn := parseCSV(&contract.Config{
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FileExtension: "csv",
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ParsingStrategy: &contract.ParsingStrategy{
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ExtractImage: true,
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ExtractTable: true,
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ImageOCR: false,
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SheetID: nil,
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HeaderLine: 0,
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DataStartLine: 1,
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RowsCount: 0,
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IsAppend: false,
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Columns: nil,
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IgnoreColumnTypeErr: true,
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ImageAnnotationType: 0,
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},
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})
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resp, err := pfn(ctx, bytes.NewReader(b))
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assert.NoError(t, err)
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assert.True(t, len(resp) > 0)
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cols, err := document.GetDocumentColumns(resp[0])
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assert.NoError(t, err)
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cols[5].Nullable = false
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npfn := parseCSV(&contract.Config{
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FileExtension: "csv",
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ParsingStrategy: &contract.ParsingStrategy{
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ExtractImage: true,
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ExtractTable: true,
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ImageOCR: false,
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SheetID: nil,
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HeaderLine: 0,
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DataStartLine: 1,
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RowsCount: 0,
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IsAppend: false,
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Columns: cols,
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IgnoreColumnTypeErr: true,
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ImageAnnotationType: 0,
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},
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})
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resp, err = npfn(ctx, bytes.NewReader(b))
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assert.NoError(t, err)
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assert.True(t, len(resp) > 0)
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for _, item := range resp {
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data, err := document.GetDocumentColumnData(item)
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assert.NoError(t, err)
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assert.NotNil(t, data[5].GetValue())
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}
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})
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}
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func assertSheet(t *testing.T, i int, doc *schema.Document) {
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fmt.Printf("sheet[%d]:\n", i)
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assert.NotNil(t, doc.MetaData)
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assert.NotNil(t, doc.MetaData[document.MetaDataKeyColumns])
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cols, ok := doc.MetaData[document.MetaDataKeyColumns].([]*document.Column)
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assert.True(t, ok)
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assert.NotNil(t, doc.MetaData[document.MetaDataKeyColumnData])
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row, ok := doc.MetaData[document.MetaDataKeyColumnData].([]*document.ColumnData)
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assert.True(t, ok)
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assert.Equal(t, int64(123), doc.MetaData["document_id"].(int64))
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assert.Equal(t, int64(456), doc.MetaData["knowledge_id"].(int64))
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for j := range row {
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col := cols[j]
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val := row[j]
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fmt.Printf("row[%d]: %v=%v\n", j, col.Name, val.GetStringValue())
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}
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}
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