ContextWindowExceededError

Packages and Versions

python 3.11.1 django==4.2.14 wagtail==5.2.6 wagtail-vector-index==0.10.0 openai==1.47.1 litellm==1.40.15 pgvector==0.3.5

Configuration

WAGTAIL_VECTOR_INDEX = {
    "CHAT_BACKENDS": {
        "default": {
            "CLASS": "wagtail_vector_index.ai_utils.backends.litellm.LiteLLMChatBackend",
            "CONFIG": {
                "MODEL_ID": "gpt-4o-mini",
            },
        },
    },
    "EMBEDDING_BACKENDS": {
        "default": {
            "CLASS": "wagtail_vector_index.ai_utils.backends.litellm.LiteLLMEmbeddingBackend",
            "CONFIG": {
                "MODEL_ID": "text-embedding-3-small",
                "EMBEDDING_OUTPUT_DIMENSIONS": 1536,
            },
        }
    },
}

WAGTAIL_VECTOR_INDEX_STORAGE_PROVIDERS = {
    "default": {
        "STORAGE_PROVIDER": "wagtail_vector_index.storage.pgvector.PgvectorStorageProvider",
    }
}

Issue

When creating an embedding for the attached HTML page we receive the error, "ContextWindowExceededError". Complete stack trace with litellm debug info below.

Request to litellm:
litellm.embedding(model='text-embedding-3-small', input=['\nList of Entirely Null Variables in Compustat Datasets\nCompustat North America\nFundamentals Annual (Data Items)  ACCLI ACQDISN ACQDISO APCH APO ASDIS ASINV ATOCH CAPCST CAPFL CAPRT CAPXFI CFLAOTH CHEB CHEE CHENFD CUSTADV DBTB DBTE DCSFD DCUFD DISPOCH DOC DVREC EIEAC EQDIVP ERO EXRES EXREU FININC FINLE FINRE FINVAO FSRCOPO FSRCOPT INTAND INTANP INTFACT INTFL INTIACT INTOACT INTPD INTRC INVDSP INVSVC LIQRESN LIQRESO LNDEP LNINC LNMD LNREP LTDCH LTDLCH LTLO MIC MISEQ NCFLIQ NEQMI NOASUB OANCFC OANCFD ONBALB ONBALE OPPRFT OPRO PACQP PLIACH PROSAI PRV PSFIX PURTSHR RAWMSM RV SHRCAP SPPCH STFIXA STINV STKCH SUBDIS SUBPUR TSCA TSTLTA TX TXOP WCAPCHC WCAPOPC WCAPS WCAPSA WCAPSU WCAPT WCAPU XOPRO ACOFS ACOXFS APDPFS APFS CHEFS CHFS DD1FS DLCFS INVTFS IVSTFS LCOFS LCTFS NPFS RECCOFS RECTFS RECTRFS TXPFS XACCFS XPPFS     Fundamentals Annual (Data Codes and Footnotes)  ACCLI_FN ACCO_FN ACDO_FN ACODO_FN ACOFS_FN ACOMINC_FN ACOXAR_FN ACOXFS_FN ACOX_FN ACO_FN ACQAO_FN ACQCSHI_FN ACQDISN_FN ACQDISO_FN ACQGDWL_FN ACQIC_FN ACQINTAN_FN ACQINVT_FN ACQLNTAL_FN ACQNIINTC_FN ACQPPE_FN ACQSC_FN ACT_FN ADPAC_FN AEDI_FN AFUDCI_FN ALDO_FN AMDC_FN AMGW_FN ANO_FN AOCIOTHER_FN AODO_FN AOL2_FN AOLOCH_FN AOX_FN AO_FN APALCH_FN APB_FN APCH_FN APC_FN APDPFS_FN APFS_FN APOFS_FN APO_FN AQC_FN AQI_FN AQPL1_FN ARB_FN ARC_FN ASDIS_FN ASINV_FN ATOCH_FN AUL3_FN AUTXR_FN BALR_FN BANLR_FN BASTR_FN BAST_FN BATR_FN BCEF_FN BCLR_FN BCLTBL_FN BCNLR_FN BCRBL_FN BCTBL_FN BCTR_FN BCT_FN BKVLPS_FN BLTBL_FN CAPCST_FN CAPFL_FN CAPR2_FN CAPRT_FN CAPXFI_FN CAPXV_FN CA_FN CBI_FN CB_FN CDPAC_FN CEQL_FN CEQT_FN CEQ_FN CFBD_FN CFERE_FN CFLAOTH_FN CFO_FN CFPDO_FN CGA_FN CGRI_FN CGTI_FN CGUI_FN CHEB_FN CHECH_FN CHEE_FN CHEFS_FN CHENFD_FN CHE_FN CHFS_FN CHS_FN CH_FN CIBEGNI_FN CICURR_FN CIDERGL_FN CIMII_FN CIOTHER_FN CIPEN_FN CISECGL_FN CITOTAL_FN CI_FN CLD2_FN CLD3_FN CLD4_FN CLD5_FN CLFC_FN CLFX_FN CLIS_FN CLLC_FN CLL_FN CLO_FN CLRLL_FN CLT_FN CMP_FN CNLTBL_FN CPCBL_FN CPDOI_FN CPNLI_FN CPPBL_FN CPREI_FN CRVNLI_FN CRV_FN CSHI_FN CSHRC_FN CSHRP_FN CSHRSO_FN CSHRT_FN CSHRW_FN CSHR_FN CSTKCV_FN CSTKE_FN CUSTADV_FN DBI_FN DBTB_FN DBTE_FN DCOM_FN DCPSTK_FN DCSFD_FN DCUFD_FN DC_FN DD1FS_FN DFPAC_FN DFXA_FN DILADJ_FN DILAVX_FN DISPOCH_FN DLCCH_FN DLCFS_FN DLC_FN DLTIS_FN DLTR_FN DLTSUB_FN DM_FN DOC_FN DONR_FN DO_FN DPACB_FN DPACC_FN DPACLI_FN DPACLS_FN DPACME_FN DPACNR_FN DPACO_FN DPACRE_FN DPDC_FN DPLTB_FN DPRET_FN DPSC_FN DPSTB_FN DPTB_FN DPVIEB_FN DPVIO_FN DPVIR_FN DRCI_FN DRC_FN DRLT_FN DUDD_FN DVDNP_FN DVPA_FN DVPDP_FN DVPD_FN DVPIBB_FN DVREC_FN DVRPIV_FN DVSCO_FN DVT_FN DV_FN DXD2_FN DXD3_FN DXD4_FN DXD5_FN EA_FN EBITDA_FN EBIT_FN EIEAC_FN EIEA_FN EMOL_FN EPSFI_FN EPSFX_FN EQDIVP_FN ERO_FN ESOPCT_FN ESOPDLT_FN ESOPNR_FN ESOPR_FN ESUBC_FN EXCADJ_FN EXRES_FN EXREU_FN EXRE_FN FATB_FN FATC_FN FATD_FN FATE_FN FATL_FN FATN_FN FATO_FN FATP_FN FDFR_FN FEA_FN FEL_FN FFO_FN FFS_FN FIAO_FN FINCF_FN FININC_FN FINLE_FN FINRE_FN FINVAO_FN FOPOX_FN FOPO_FN FOPT_FN FSRCOPO_FN FSRCOPT_FN FSRCO_FN FSRCT_FN FUSEO_FN FUSET_FN GBBL_FN GDWL_FN GEQRV_FN GOVGR_FN GOVTOWN_FN GPHBL_FN GPLBL_FN GPOBL_FN GPRBL_FN GPTBL_FN GP_FN GWO_FN IAEQCI_FN IAEQMI_FN IAEQ_FN IAFICI_FN IAFXI_FN IAFXMI_FN IALI_FN IALOI_FN IALTI_FN IAMLI_FN IAOI_FN IAPLI_FN IASCI_FN IASMI_FN IASSI_FN IASTI_FN IATCI_FN IATMI_FN IAUI_FN IBBL_FN IBCOM_FN IBC_FN IBKI_FN IBMII_FN IDILB_FN IDIS_FN INITB_FN INTAND_FN INTANO_FN INTANP_FN INTAN_FN INTC_FN INTFACT_FN INTFL_FN INTIACT_FN INTOACT_FN INTPD_FN INTPN_FN INTRC_FN INVCH_FN INVDSP_FN INVFG_FN INVOFS_FN INVO_FN INVREH_FN INVREI_FN INVRES_FN INVRM_FN INVSVC_FN INVTFS_FN INVWIP_FN IOBD_FN IOI_FN IORE_FN IPABL_FN IPC_FN IPHBL_FN IPLBL_FN IPOBL_FN IPTBL_FN IPTI_FN IPV_FN IREI_FN IRENT_FN IRII_FN IRLI_FN IRNLI_FN IRSI_FN ISEQC_FN ISEQM_FN ISEQ_FN ISFI_FN ISFXC_FN ISFXM_FN ISGR_FN ISGT_FN ISGU_FN ISLGC_FN ISLGM_FN ISLG_FN ISLT_FN ISNGC_FN ISNGM_FN ISNG_FN ISOTC_FN ISOTH_FN ISOTM_FN ISSC_FN ISSM_FN ISSU_FN ISTC_FN ISTM_FN ISUT_FN ITCB_FN IVACO_FN IVAEQ_FN IVAO_FN IVCH_FN IVGOD_FN IVNCF_FN IVPT_FN IVSTCH_FN IVSTFS_FN IVST_FN LCABG_FN LCACL_FN LCACR_FN LCAG_FN LCALT_FN LCAL_FN LCAM_FN LCAST_FN LCAT_FN LCOFS_FN LCOXAR_FN LCOXDR_FN LCOX_FN LCO_FN LCTFS_FN LCT_FN LIFR_FN LIF_FN LIQRESN_FN LIQRESO_FN LI_FN LLOML_FN LLOO_FN LLOT_FN LLRCI_FN LLRCR_FN LLWOCI_FN LLWOCR_FN LNDEP_FN LNINC_FN LNMD_FN LNO_FN LNREP_FN LOL2_FN LOXDR_FN LO_FN LQPL1_FN LRV_FN LST_FN LS_FN LTDCH_FN LTDLCH_FN LTLO_FN LT_FN LUL3_FN MIBN_FN MIBT_FN MIC_FN MII_FN MISEQ_FN MRCTA_FN MRCT_FN MSVRV_FN MTL_FN NAT_FN NCFLIQ_FN NCO_FN NEQMI_FN NFSR_FN NIADJ_FN NIECI_FN NIINTPFC_FN NIINTPFP_FN NIINT_FN NIIT_FN NIM_FN NIO_FN NIPFC_FN NIPFP_FN NITS_FN NIT_FN NOASUB_FN NOPIO_FN NOPI_FN NPANL_FN NPAORE_FN NPARL_FN NPAT_FN NPFS_FN NP_FN OANCFC_FN OANCFD_FN OB_FN OIADP_FN OIBDP_FN ONBALB_FN ONBALE_FN OPILI_FN OPINCAR_FN OPINI_FN OPIOI_FN OPIRI_FN OPITI_FN OPPRFT_FN OPRO_FN OPTCA_FN OPTEXD_FN OPTEX_FN OPTGR_FN OPTOSBY_FN OPTOSEY_FN PACQP_FN PALR_FN PANLR_FN PATR_FN PCLR_FN PCNLR_FN PCTR_FN PI_FN PLIACH_FN PLL_FN PLTBL_FN PNCIP_FN PNCWIP_FN PNLBL_FN PNLI_FN PNRSHO_FN POBL_FN PPCBL_FN PPENB_FN PPENC_FN PPENLI_FN PPENLS_FN PPENME_FN PPENNR_FN PPENO_FN PPEVBB_FN PPEVO_FN PPEVR_FN PPPABL_FN PPPHBL_FN PPPOBL_FN PPPTBL_FN PRC_FN PREBL_FN PRI_FN PRODV_FN PROSAI_FN PRSHO_FN PRSTKCC_FN PRSTKC_FN PRSTKPC_FN PRVT_FN PRV_FN PSFIX_FN PSTKC_FN PSTKN_FN PSTKR_FN PSTK_FN PTBL_FN PTRAN_FN PURTSHR_FN PVON_FN PVO_FN PVPL_FN PVT_FN PWOI_FN RADP_FN RARI_FN RATI_FN RAWMSM_FN RDP_FN REAJO_FN REA_FN RECCH_FN RECCOFS_FN RECCO_FN RECD_FN RECTFS_FN RECTRFS_FN RECTR_FN RECT_FN RECUB_FN RET_FN REUNR_FN RIS_FN RLL_FN RLO_FN RLP_FN RLRI_FN RLT_FN RMUM_FN RPAG_FN RVBCI_FN RVBPI_FN RVBTI_FN RVDO_FN RVDT_FN RVEQT_FN RVLRV_FN RVNO_FN RVNT_FN RVRI_FN RVSI_FN RVTI_FN RVTXR_FN RVUPI_FN RVUTX_FN RV_FN SAA_FN SALEPFC_FN SALEPFP_FN SAL_FN SBDC_FN SCO_FN SCSTKC_FN SC_FN SEQO_FN SEQ_FN SHRCAP_FN SIV_FN SPI_FN SPPCH_FN SPPE_FN SPPIV_FN SPSTKC_FN SRET_FN SRT_FN SSNP_FN SSTK_FN STBO_FN STFIXA_FN STINV_FN STIO_FN STKCH_FN SUBDIS_FN SUBPUR_FN TDSCD_FN TDSCE_FN TDSG_FN TDSLG_FN TDSMM_FN TDSNG_FN TDSO_FN TDSS_FN TEQ_FN TFVA_FN TFVCE_FN TFVL_FN TF_FN TII_FN TLCF_FN TSAFC_FN TSA_FN TSCA_FN TSO_FN TSTKME_FN TSTKN_FN TSTKP_FN TSTLTA_FN TXACH_FN TXBCOF_FN TXBCO_FN TXC_FN TXDBA_FN TXDBCA_FN TXDBCL_FN TXDB_FN TXDC_FN TXDFED_FN TXDFO_FN TXDITC_FN TXDI_FN TXDS_FN TXEQA_FN TXNDBA_FN TXNDBL_FN TXNDBR_FN TXNDB_FN TXOP_FN TXPD_FN TXPFS_FN TXR_FN TXTUBADJUST_FN TXTUBBEGIN_FN TXTUBEND_FN TXTUBMAX_FN TXTUBMIN_FN TXTUBPOSDEC_FN TXTUBPOSINC_FN TXTUBPOSPDEC_FN TXTUBPOSPINC_FN TXTUBSETTLE_FN TXTUBSOFLIMIT_FN TXTUBTXTR_FN TXTUBXINTBS_FN TXTUBXINTIS_FN TXVA_FN TXW_FN TX_FN UAOLOCH_FN UAOX_FN UCCONS_FN UCEQ_FN UCUSTAD_FN UDCOPRES_FN UDD_FN UDFCC_FN UDMB_FN UDOLT_FN UDPCO_FN UDPFA_FN UDVP_FN UFRETSD_FN UGI_FN UINVT_FN ULCM_FN ULCO_FN UNIAMI_FN UNL_FN UNNPL_FN UNNP_FN UNOPINC_FN UOIS_FN UOPI_FN UOPRES_FN UPDVP_FN UPMCSTK_FN UPMPFS_FN UPMPF_FN UPMSUBP_FN UPSTKC_FN UPSTKSF_FN UPSTK_FN URECTR_FN URECT_FN UREVUB_FN USPI_FN USTDNC_FN USUBDVP_FN USUBPSTK_FN UTFDOC_FN UTFOSC_FN UTME_FN UTXFED_FN UWKCAPC_FN UXINST_FN UXINTD_FN WCAPCHC_FN WCAPCH_FN WCAPC_FN WCAPOPC_FN WCAPSA_FN WCAPSU_FN WCAPS_FN WCAPT_FN WCAPU_FN WCAP_FN XACCFS_FN XACC_FN XAD_FN XAGO_FN XAGT_FN XCOMI_FN XCOM_FN XDEPL_FN XDP_FN XDVRE_FN XEQO_FN XIDOC_FN XIDO_FN XINDB_FN XINDC_FN XINST_FN XINS_FN XINTD_FN XIVI_FN XIVRE_FN XI_FN XNBI_FN XNF_FN XNINS_FN XNITB_FN XOBD_FN XOI_FN XOPRAR_FN XOPRO_FN XOPR_FN XORE_FN XPPFS_FN XPP_FN XPR_FN XSTFO_FN XSTFWS_FN XSTF_FN XS_FN XUWLI_FN XUWNLI_FN XUWOI_FN XUWREI_FN XUWTI_FN XUW_FN ACCLI_DC ACODO_DC ACOFS_DC ACOXAR_DC ACOXFS_DC ACQCSHI_DC ACQDISN_DC ACQDISO_DC ACT_DC AFUDCC_DC AFUDCI_DC AMDC_DC AOCIOTHER_DC AODO_DC APB_DC APCH_DC APC_DC APDPFS_DC APFS_DC APO_DC ARB_DC ARCED_DC ARCEEPS_DC ARCE_DC ARC_DC ASDIS_DC ASINV_DC ATOCH_DC AT_DC AUTXR_DC BCLTBL_DC CAPCST_DC CAPFL_DC CAPR1_DC CAPR2_DC CAPR3_DC CAPRT_DC CAPXFI_DC CDPAC_DC CFLAOTH_DC CGA_DC CGRI_DC CGUI_DC CHEB_DC CHEE_DC CHEFS_DC CHENFD_DC CHFS_DC CIBEGNI_DC CIMII_DC CIOTHER_DC CITOTAL_DC CI_DC CLO_DC CLRLL_DC CLT_DC COGS_DC CPCBL_DC CPDOI_DC CPPBL_DC CRV_DC CSHRP_DC CSHRSO_DC CSTKE_DC CUSTADV_DC DBTB_DC DBTE_DC DCSFD_DC DCUFD_DC DD1FS_DC DILADJ_DC DILAVX_DC DISPOCH_DC DLCFS_DC DLTSUB_DC DOC_DC DPACLI_DC DPACO_DC DPACRE_DC DPLTB_DC DPRET_DC DPSTB_DC DRCI_DC DVDNP_DC DVPD_DC DVREC_DC DVRPIV_DC DVSCO_DC DVT_DC EBIT_DC EIEAC_DC EMOL_DC EQDIVP_DC ERO_DC ESOPDLT_DC ESOPNR_DC ESOPR_DC ESOPT_DC EXRES_DC EXREU_DC FATD_DC FEA_DC FEL_DC FFO_DC FIAO_DC FINCF_DC FININC_DC FINLE_DC FINRE_DC FINVAO_DC FOPOX_DC FOPT_DC FSRCOPO_DC FSRCOPT_DC FSRCT_DC FUSET_DC GBBL_DC GDWLAM_DC GEQRV_DC GLCED_DC GLCEEPS_DC GOVTOWN_DC GPOBL_DC GPTBL_DC GP_DC GWO_DC IAFICI_DC IAFXI_DC IAFXMI_DC IALI_DC IALOI_DC IAOI_DC IASCI_DC IASMI_DC IASSI_DC IASTI_DC IATCI_DC IATMI_DC IAUI_DC IBBL_DC IBC_DC IBMII_DC IDIS_DC INTAND_DC INTANP_DC INTFACT_DC INTFL_DC INTIACT_DC INTOACT_DC INTPD_DC INTRC_DC INVDSP_DC INVOFS_DC INVO_DC INVSVC_DC INVTFS_DC IPC_DC IPOBL_DC IPTBL_DC IRII_DC ISGR_DC ISGU_DC ISLT_DC ISOTC_DC ISOTH_DC ISOTM_DC ISTC_DC ISTM_DC ISUT_DC IVACO_DC IVGOD_DC IVNCF_DC IVSTFS_DC LCALT_DC LCAO_DC LCAST_DC LCOFS_DC LCOXAR_DC LCOXDR_DC LCTFS_DC LIF_DC LIQRESN_DC LIQRESO_DC LI_DC LLOML_DC LLOO_DC LLOT_DC LLRCI_DC LLWOCI_DC LNDEP_DC LNINC_DC LNMD_DC LNREP_DC LOXDR_DC LRV_DC LSE_DC LST_DC LS_DC LTDCH_DC LTDLCH_DC LTLO_DC MIC_DC MISEQ_DC MSVRV_DC MTL_DC NAT_DC NCFLIQ_DC NEQMI_DC NFSR_DC NIADJ_DC NIINT_DC NIIT_DC NIM_DC NITS_DC NOASUB_DC NPANL_DC NPAT_DC NPFS_DC OANCFC_DC OANCFD_DC OANCF_DC ONBALB_DC ONBALE_DC OPEPS_DC OPINCAR_DC OPITI_DC OPPRFT_DC OPREPSX_DC OPRO_DC OPTDR_DC OPTEX_DC OPTFVGR_DC OPTLIFE_DC OPTOSBY_DC OPTPRCBY_DC OPTPRCEY_DC OPTPRCWA_DC OPTRFR_DC OPTVOL_DC PACQP_DC PLIACH_DC PNCAD_DC PNCAEPS_DC PNCA_DC PNCIA_DC PNCID_DC PNCIEPS_DC PNCIP_DC PNCWIA_DC PNCWID_DC PNCWIEPS_DC PNCWIP_DC PNLI_DC PPCBL_DC PPPABL_DC PPPOBL_DC PPPTBL_DC PRCAD_DC PRCAEPS_DC PRCA_DC PRC_DC PROSAI_DC PRVT_DC PRV_DC PSFIX_DC PTBL_DC PURTSHR_DC PVCL_DC PVO_DC RADP_DC RARI_DC RAWMSM_DC RDIPD_DC RDIPEPS_DC RDP_DC RECCOFS_DC RECTFS_DC RECTRFS_DC RECUB_DC RET_DC REUNA_DC REVT_DC RLO_DC RLP_DC RMUM_DC RRA_DC RRD_DC RREPS_DC RRP_DC RVBPI_DC RVDO_DC RVLRV_DC RVNO_DC RVNT_DC RVTXR_DC RVUTX_DC RV_DC SALE_DC SCO_DC SEQO_DC SHRCAP_DC SPCED_DC SPCEEPS_DC SPCE_DC SPPCH_DC SRET_DC SRT_DC STFIXA_DC STINV_DC STKCH_DC SUBDIS_DC SUBPUR_DC TDSO_DC TDSS_DC TEQ_DC TIE_DC TII_DC TSAFC_DC TSA_DC TSCA_DC TSO_DC TSTLTA_DC TXEQII_DC TXOP_DC TXO_DC TXPFS_DC TXVA_DC TX_DC UCEQ_DC UDCOPRES_DC UDOLT_DC UDPFA_DC UFRETSD_DC UGI_DC ULCM_DC ULCO_DC UNIAMI_DC UNL_DC UNNPL_DC UNNP_DC UOIS_DC UTFDOC_DC UTFOSC_DC WCAPCHC_DC WCAPCH_DC WCAPOPC_DC WCAPSA_DC WCAPSU_DC WCAPS_DC WCAPT_DC WCAPU_DC WCAP_DC XACCFS_DC XNBI_DC XNF_DC XOPRAR_DC XOPRO_DC XOPR_DC XPPFS_DC XSTFWS_DC XS_DC XT_DC XUWTI_DC     Fundamentals Quarterly (Data Items)  ACCTSTDQ ACCDQ ACCLIY ACCOQ ACOXQ ACQDISNY ACQDISOY ADPACQ ADPACY AMQ AMY AOTQ APCHY APOQ ARCED12 ARCEEPS12 ARTFSQ ASDISY ASINVY ATOCHY AUTXRQ AUTXRY BCEFQ BCEFY BCTQ BCTY BDIQ BDIY CAPCSTQ CAPCSTY CAPFLY CAPRTQ CAPXFIY CAQ CFBDQ CFBDY CFEREQ CFEREY CFLAOTHY CFOQ CFOY CFPDOQ CFPDOY CHENFDY CHSQ CLTQ DCSFDY DCUFDY DFPACQ DFXAQ DFXAY DISPOCHY DITQ DITY DOCY DPTBQ DPTCQ DVPDPQ DVPDPY DVRECY DVRREQ DVRREY DVTQ DVTY EIEACY EQDIVPY EQRTQ EROQ EXRESY EXREUY FEAQ FELQ FININCY FINLEY FINREY FINVAOY FSRCOPOY FSRCOPTY GPQ GPY IATIQ IBKIQ IBKIY IDITQ IDITY IIREQ IIREY IITQ IITY INTANDY INTANPY INTCQ INTCY INTFACTY INTFLY INTIACTY INTOACTY INTPDY INTRCY INVDSPY INVSVCY IOBDQ IOBDY IOIQ IOIY IOREQ IOREY IPQ IPTIQ IPTIY ISGTQ ISGTY ISTQ IVIQ IVIY IVPTQ IVTFSQ LCABGQ LCACUQ LCOXQ LIQRESNY LIQRESOY LNDEPY LNINCY LNMDY LNREPY LSQ LTDCHY LTDLCHY LTLOY MICY MISEQY MTLQ NCFLIQY NEQMIY NITQ NITY NOASUBY NOPIOQ NOPIOY OANCFCY OANCFDY OPPRFTY OPROQ OPROY PCLQ PCLY PDQ PDSA PDYTD PLIACHY PRCQ PROSAIY PRVY PSFIXY PTRANQ PTRANY PURTSHRY PVOQ PVOY PVTQ RATIQ RAWMSMQ RAWMSMY RECCOQ REITQ REITY RISQ RISY RLTQ RVLRVQ RVTIQ RVUTXQ RVY SAAQ SALQ SBDCQ SCOQ SCQ SCTQ SHRCAPY SPPCHY SSNPQ STFIXAY STINVY STKCHQ STKCHY SUBDISY SUBPURY TDSGQ TDSGY TDSTQ TRANSAQ TXOPY TXY UNNPQ WCAPCHCY WCAPOPCY WCAPSAY WCAPSUY WCAPSY WCAPTY WCAPUY XAGTQ XAGTY XBDTQ XBDTY XCOMIQ XCOMIY XCOMQ XCOMY XDVREQ XDVREY XIOQ XIOY XIVIQ XIVIY XIVREQ XIVREY XOBDQ XOBDY XOIQ XOIY XOPROQ XOPROY XOREQ XOREY XPPQ XRETQ XRETY XSQ XSTOQ XSTOY XSTQ XSTY XSY XTQ XTY     Fundamentals Quarterly (Data Codes and Footnotes)  ACCDQ_FN1 ACCLIY_FN1 ACCOQ_FN1 ACOMINCQ_FN ACOQ_FN1 ACOXQ_FN1 ACQDISNY_FN1 ACQDISOY_FN1 ACTQ_FN1 ADPACQ_FN1 ADPACY_FN1 AFUDCCY_FN AFUDCIY_FN ALTOQ_FN AMCY_FN AMQ_FN1 AMY_FN1 ANCQ_FN1 ANOQ_FN AOCIOTHERQ_FN AOCISECGLQ_FN AOL2Q_FN AOLOCHY_FN1 AOQ_FN1 AOTQ_FN1 APALCHY_FN1 APCHY_FN1 APOQ_FN1 AQCY_FN1 AQPL1Q_FN ARCED12_FN ARCEEPS12_FN ARTFSQ_FN1 ASDISY_FN1 ASINVY_FN1 ATOCHY_FN1 AUL3Q_FN AUTXRQ_FN1 AUTXRY_FN1 BCEFQ_FN1 BCEFY_FN1 BCTQ_FN1 BCTY_FN1 BDIQ_FN1 BDIY_FN1 CAPCSTQ_FN1 CAPCSTY_FN1 CAPFLY_FN1 CAPR2Q_FN1 CAPXFIY_FN1 CAQ_FN1 CDVCY_FN CEQQ_FN1 CFBDQ_FN1 CFBDY_FN1 CFEREQ_FN1 CFEREY_FN1 CFLAOTHY_FN1 CFOQ_FN1 CFOY_FN1 CFPDOQ_FN1 CFPDOY_FN1 CHECHY_FN1 CHENFDY_FN1 CHEQ_FN1 CHQ_FN1 CHSQ_FN1 CIBEGNIQ_FN CIBEGNIY_FN CICURRQ_FN CICURRY_FN CIDERGLQ_FN CIDERGLY_FN CIMIIQ_FN CIMIIY_FN CIOTHERQ_FN CIOTHERY_FN CIPENQ_FN CIPENY_FN CIQ_FN CISECGLQ_FN CISECGLY_FN CIY_FN CLTQ_FN1 CSHIQ_FN CSHOPQ_FN CSTKCVQ_FN CSTKEQ_FN CSTKEY_FN DCOMQ_FN DCSFDY_FN1 DCUFDY_FN1 DD1Q_FN DEPCY_FN DFPACQ_FN1 DFXAQ_FN1 DFXAY_FN1 DILADQ_FN DILADY_FN DILAVQ_FN DILAVY_FN DISPOCHY_FN1 DISPOCHY_FN2 DITQ_FN1 DITY_FN1 DLCCHY_FN1 DLTISY_FN1 DLTRY_FN1 DOCY_FN1 DOQ_FN DOY_FN DPACREQ_FN DPRETQ_FN DPRETY_FN DPTBQ_FN1 DPTCQ_FN1 DRCQ_FN DRLTQ_FN DVPDPQ_FN1 DVPDPY_FN1 DVPQ_FN DVPY_FN DVRECY_FN1 DVRREQ_FN1 DVRREY_FN1 DVTQ_FN1 DVTY_FN1 DVY_FN1 EIEACY_FN1 EPSF12_FN EPSFIQ_FN EPSFIY_FN EPSFXQ_FN EPSFXY_FN EQDIVPY_FN1 EQRTQ_FN1 EROQ_FN1 ESOPCTQ_FN ESOPNRQ_FN ESOPRQ_FN ESUBCY_FN ESUBQ_FN1 ESUBY_FN1 EXRESY_FN1 EXREUY_FN1 EXREY_FN1 FEAQ_FN1 FELQ_FN1 FFOQ_FN FFOY_FN FIAOY_FN1 FINCFY_FN1 FININCY_FN1 FINLEY_FN1 FINREY_FN1 FINVAOY_FN1 FOPOXY_FN FOPOY_FN1 FOPTY_FN FSRCOPOY_FN1 FSRCOPTY_FN1 FSRCOY_FN1 FSRCTY_FN1 FUSEOY_FN1 FUSETY_FN1 GDWLQ_FN1 GPQ_FN1 GPY_FN1 IATIQ_FN1 IBADJ12_FN IBCOMQ_FN IBCOMY_FN IBCY_FN1 IBKIQ_FN1 IBKIY_FN1 IBMIIQ_FN1 IBMIIY_FN1 IDITQ_FN1 IDITY_FN1 IIREQ_FN1 IIREY_FN1 IITQ_FN1 IITY_FN1 INTACCQ_FN INTANDY_FN1 INTANOQ_FN INTANPY_FN1 INTANQ_FN1 INTCQ_FN1 INTCY_FN1 INTFACTY_FN1 INTFLY_FN1 INTIACTY_FN1 INTOACTY_FN1 INTPDY_FN1 INTPNY_FN INTRCY_FN1 INVCHY_FN1 INVDSPY_FN1 INVDSPY_FN2 INVDSPY_FN3 INVFGQ_FN INVOQ_FN INVRMQ_FN INVSVCY_FN1 INVSVCY_FN2 INVTQ_FN1 INVWIPQ_FN IOBDQ_FN1 IOBDY_FN1 IOIQ_FN1 IOIY_FN1 IOREQ_FN1 IOREY_FN1 IPQ_FN1 IPTIQ_FN1 IPTIY_FN1 ISGTQ_FN1 ISGTY_FN1 ISTQ_FN1 ITCCY_FN IVACOY_FN1 IVAEQQ_FN1 IVAOQ_FN1 IVCHY_FN1 IVCHY_FN2 IVCHY_FN3 IVIQ_FN1 IVIY_FN1 IVLTQ_FN IVNCFY_FN1 IVPTQ_FN1 IVSTCHY_FN1 IVSTQ_FN1 IVTFSQ_FN1 LCABGQ_FN1 LCACUQ_FN1 LCOQ_FN1 LCOXQ_FN1 LCTQ_FN1 LIQRESNY_FN1 LIQRESOY_FN1 LLTQ_FN1 LNDEPY_FN1 LNINCY_FN1 LNMDY_FN1 LNOQ_FN LNREPY_FN1 LOL2Q_FN LOQ_FN1 LOXDRQ_FN LQPL1Q_FN LSQ_FN1 LTDCHY_FN1 LTDLCHY_FN1 LTLOY_FN1 LTMIBQ_FN1 LTQ_FN1 LUL3Q_FN MIBNQ_FN1 MIBTQ_FN1 MICY_FN1 MIIQ_FN1 MIIY_FN1 MISEQY_FN1 MTLQ_FN1 NCFLIQY_FN1 NCOQ_FN NCOY_FN NEQMIY_FN1 NIITQ_FN NIITY_FN NIMQ_FN NIMY_FN NIQ_FN NITQ_FN1 NITY_FN1 NIY_FN1 NOASUBY_FN1 NOPIOQ_FN1 NOPIOY_FN1 NOPIY_FN1 NPATQ_FN NPQ_FN OANCFCY_FN1 OANCFDY_FN1 OBKQ_FN OIADPQ_FN1 OIADPY_FN1 OIBDPQ_FN1 OIBDPY_FN1 OPPRFTY_FN1 OPROQ_FN1 OPROY_FN1 PCLQ_FN1 PCLY_FN1 PDVCY_FN PIQ_FN1 PIY_FN1 PLIACHY_FN1 PLLQ_FN PLLY_FN PNCIPPQ_FN PNCIPPY_FN PNCIPQ_FN PNCIPY_FN PNCWIPPQ_FN PNCWIPPY_FN PNCWIPQ_FN PNCWIPY_FN PPEGTQ_FN PPENTQ_FN1 PRCQ_FN1 PROSAIY_FN1 PRSTKCCY_FN PRSTKCY_FN1 PRSTKPCY_FN PRVY_FN1 PRVY_FN2 PRVY_FN3 PSFIXY_FN1 PSTKNQ_FN PSTKQ_FN1 PSTKRQ_FN PTRANQ_FN1 PTRANY_FN1 PURTSHRY_FN1 PVOQ_FN1 PVOY_FN1 PVTQ_FN1 RATIQ_FN1 RAWMSMQ_FN1 RAWMSMY_FN1 RECCHY_FN1 RECCOQ_FN1 RECDQ_FN RECTOQ_FN RECTQ_FN1 RECTRQ_FN1 RECUBQ_FN REITQ_FN1 REITY_FN1 RETQ_FN RISQ_FN1 RISY_FN1 RLLQ_FN RLTQ_FN1 RVLRVQ_FN1 RVTIQ_FN1 RVUTXQ_FN1 RVY_FN1 SAAQ_FN1 SALQ_FN1 SBDCQ_FN1 SCOQ_FN1 SCQ_FN1 SCSTKCY_FN SCTQ_FN1 SEQOQ_FN SEQQ_FN1 SHRCAPY_FN1 SIVY_FN1 SPIQ_FN1 SPIQ_FN2 SPIY_FN1 SPIY_FN2 SPPCHY_FN1 SPPEY_FN SPPIVY_FN1 SPSTKCY_FN SRETQ_FN SRETY_FN SSNPQ_FN1 SSTKY_FN1 STFIXAY_FN1 STINVY_FN1 STKCHQ_FN1 STKCHY_FN1 SUBDISY_FN1 SUBPURY_FN1 TDCY_FN TDSGQ_FN1 TDSGY_FN1 TDSTQ_FN1 TEQQ_FN1 TFVAQ_FN TFVLQ_FN TIIQ_FN TIIY_FN TRANSAQ_FN1 TSAFCY_FN TSTKNQ_FN TSTKQ_FN1 TXACHY_FN TXBCOFY_FN TXBCOY_FN TXDBAQ_FN TXDBCAQ_FN TXDBCLQ_FN TXDBQ_FN1 TXDCY_FN1 TXDIQ_FN TXDITCQ_FN TXDIY_FN TXOPY_FN1 TXPDY_FN TXWQ_FN TXWY_FN TXY_FN1 UACOQ_FN UAOLOCHY_FN UAOQ_FN UCAPSQ_FN UCCONSQ_FN UCEQQ_FN UDDQ_FN UDFCCY_FN UDMBQ_FN UDOLTQ_FN UDPCOQ_FN UDVPQ_FN UDVPY_FN UFRETSDY_FN UGIQ_FN UGIY_FN UINVQ_FN ULCOQ_FN UNNPQ_FN1 UNOPINCQ_FN UNOPINCY_FN UNWCCY_FN UOISY_FN UOPIQ_FN UPDVPQ_FN UPDVPY_FN UPMCSTKQ_FN UPMPFQ_FN UPMPFSQ_FN UPMSUBPQ_FN UPSTKCQ_FN UPSTKQ_FN URECTQ_FN USPIQ_FN USPIY_FN USTDNCY_FN USUBDVPQ_FN USUBDVPY_FN USUBPCVQ_FN UTEMQ_FN UTFDOCY_FN UTFOSCY_FN UTMEY_FN UWKCAPCY_FN WCAPCHCY_FN1 WCAPCHY_FN1 WCAPCY_FN WCAPOPCY_FN1 WCAPQ_FN WCAPSAY_FN1 WCAPSUY_FN1 WCAPSY_FN1 WCAPTY_FN1 WCAPUY_FN1 XACCQ_FN XAGTQ_FN1 XAGTY_FN1 XBDTQ_FN1 XBDTY_FN1 XCOMIQ_FN1 XCOMIY_FN1 XCOMQ_FN1 XCOMY_FN1 XDVREQ_FN1 XDVREY_FN1 XIDOCY_FN1 XIDOCY_FN2 XIDOQ_FN XIDOY_FN XIOQ_FN1 XIOY_FN1 XIQ_FN1 XIVIQ_FN1 XIVIY_FN1 XIVREQ_FN1 XIVREY_FN1 XIY_FN1 XOBDQ_FN1 XOBDY_FN1 XOIQ_FN1 XOIY_FN1 XOPROQ_FN1 XOPROY_FN1 XOPRQ_FN1 XOPRY_FN1 XOREQ_FN1 XOREY_FN1 XPPQ_FN1 XRETQ_FN1 XRETY_FN1 XSQ_FN1 XSTOQ_FN1 XSTOY_FN1 XSTQ_FN1 XSTY_FN1 XSY_FN1 XTQ_FN1 XTY_FN1 ACCDQ_DC ACCLIY_DC ACCOQ_DC ACOXQ_DC ACQDISNY_DC ACQDISOY_DC ACTQ_DC ADPACQ_DC ADPACY_DC AFUDCCY_DC AFUDCIY_DC ALTOQ_DC AMQ_DC AMY_DC ANCQ_DC AOCIOTHERQ_DC AOTQ_DC APCHY_DC APOQ_DC ARCED12_DC ARCEEPS12_DC ARTFSQ_DC ASDISY_DC ASINVY_DC ATOCHY_DC AUTXRQ_DC AUTXRY_DC BCEFQ_DC BCEFY_DC BCTQ_DC BCTY_DC BDIQ_DC BDIY_DC CAPCSTQ_DC CAPCSTY_DC CAPFLY_DC CAPR2Q_DC CAPRTQ_DC CAPXFIY_DC CAQ_DC CFBDQ_DC CFBDY_DC CFEREQ_DC CFEREY_DC CFLAOTHY_DC CFOQ_DC CFOY_DC CFPDOQ_DC CFPDOY_DC CHENFDY_DC CHSQ_DC CLTQ_DC CSTKCVQ_DC DCSFDY_DC DCUFDY_DC DD1Q_DC DFPACQ_DC DFXAQ_DC DFXAY_DC DISPOCHY_DC DITQ_DC DITY_DC DOCY_DC DPACREQ_DC DPTBQ_DC DPTCQ_DC DVPDPQ_DC DVPDPY_DC DVRECY_DC DVRREQ_DC DVRREY_DC DVTQ_DC DVTY_DC EIEACY_DC EQDIVPY_DC EQRTQ_DC EROQ_DC ESOPNRQ_DC ESOPRQ_DC ESOPTQ_DC EXRESY_DC EXREUY_DC FEAQ_DC FELQ_DC FIAOY_DC FINCFY_DC FININCY_DC FINLEY_DC FINREY_DC FINVAOY_DC FOPOXY_DC FOPOY_DC FOPTY_DC FSRCOPOY_DC FSRCOPTY_DC FSRCOY_DC FSRCTY_DC FUSEOY_DC FUSETY_DC GDWLID12_DC GDWLIEPS12_DC GLCEA12_DC GLCED12_DC GLCEEPS12_DC GPQ_DC GPY_DC IATIQ_DC IBADJ12_DC IBKIQ_DC IBKIY_DC IDITQ_DC IDITY_DC IIREQ_DC IIREY_DC IITQ_DC IITY_DC INTANDY_DC INTANPY_DC INTCQ_DC INTCY_DC INTFACTY_DC INTFLY_DC INTIACTY_DC INTOACTY_DC INTPDY_DC INTRCY_DC INVDSPY_DC INVOQ_DC INVSVCY_DC IOBDQ_DC IOBDY_DC IOIQ_DC IOIY_DC IOREQ_DC IOREY_DC IPQ_DC IPTIQ_DC IPTIY_DC ISGTQ_DC ISGTY_DC ISTQ_DC IVACOY_DC IVIQ_DC IVIY_DC IVNCFY_DC IVPTQ_DC IVTFSQ_DC LCABGQ_DC LCACUQ_DC LCOXQ_DC LCTQ_DC LIQRESNY_DC LIQRESOY_DC LLTQ_DC LNDEPY_DC LNINCY_DC LNMDY_DC LNREPY_DC LOXDRQ_DC LSQ_DC LTDCHY_DC LTDLCHY_DC LTLOY_DC MICY_DC MISEQY_DC MTLQ_DC NCFLIQY_DC NEQMIY_DC NITQ_DC NITY_DC NOASUBY_DC NOPIOQ_DC NOPIOY_DC NPQ_DC OANCFCY_DC OANCFDY_DC OEPF12_DC OEPS12_DC OPPRFTY_DC OPROQ_DC OPROY_DC OPTDRQ_DC OPTDRY_DC OPTFVGRQ_DC OPTFVGRY_DC OPTLIFEQ_DC OPTLIFEY_DC OPTRFRQ_DC OPTRFRY_DC OPTVOLQ_DC OPTVOLY_DC PCLQ_DC PCLY_DC PLIACHY_DC PNC12_DC PNCD12_DC PNCDQ_DC PNCDY_DC PNCEPS12_DC PNCEPSQ_DC PNCEPSY_DC PNCIAPQ_DC PNCIAPY_DC PNCIAQ_DC PNCIAY_DC PNCIDPQ_DC PNCIDPY_DC PNCIDQ_DC PNCIDY_DC PNCIEPSPQ_DC PNCIEPSPY_DC PNCIEPSQ_DC PNCIEPSY_DC PNCIPPQ_DC PNCIPPY_DC PNCIPQ_DC PNCIPY_DC PNCPD12_DC PNCPDQ_DC PNCPDY_DC PNCPEPS12_DC PNCPEPSQ_DC PNCPEPSY_DC PNCPQ_DC PNCPY_DC PNCQ_DC PNCWIAPQ_DC PNCWIAPY_DC PNCWIAQ_DC PNCWIAY_DC PNCWIDPQ_DC PNCWIDPY_DC PNCWIDQ_DC PNCWIDY_DC PNCWIEPQ_DC PNCWIEPSQ_DC PNCWIEPSY_DC PNCWIEPY_DC PNCWIPPQ_DC PNCWIPPY_DC PNCWIPQ_DC PNCWIPY_DC PNCY_DC PRCAQ_DC PRCAY_DC PRCD12_DC PRCDQ_DC PRCDY_DC PRCE12_DC PRCEPS12_DC PRCEPSQ_DC PRCEPSY_DC PRCPD12_DC PRCPDQ_DC PRCPDY_DC PRCPEPS12_DC PRCPEPSQ_DC PRCPEPSY_DC PRCPQ_DC PRCPY_DC PRCQ_DC PRCRAQ_DC PROSAIY_DC PRVY_DC PSFIXY_DC PTRANQ_DC PTRANY_DC PURTSHRY_DC PVOQ_DC PVOY_DC PVTQ_DC RATIQ_DC RAWMSMQ_DC RAWMSMY_DC RECCOQ_DC RECUBQ_DC REITQ_DC REITY_DC RETQ_DC RISQ_DC RISY_DC RLLQ_DC RLTQ_DC RRA12_DC RRD12_DC RREPS12_DC RVLRVQ_DC RVTIQ_DC RVUTXQ_DC RVY_DC SAAQ_DC SALQ_DC SBDCQ_DC SCOQ_DC SCQ_DC SCTQ_DC SEQOQ_DC SETA12_DC SETD12_DC SHRCAPY_DC SPCE12_DC SPCED12_DC SPCEEPS12_DC SPCEEPSP12_DC SPCEP12_DC SPCEPD12_DC SPPCHY_DC SSNPQ_DC STFIXAY_DC STINVY_DC STKCHQ_DC STKCHY_DC SUBDISY_DC SUBPURY_DC TDSGQ_DC TDSGY_DC TDSTQ_DC TEQQ_DC TRANSAQ_DC TSAFCY_DC TXDBCAQ_DC TXDBCLQ_DC TXOPY_DC TXY_DC UCCONSQ_DC UCEQQ_DC UFRETSDY_DC ULCOQ_DC UNNPQ_DC UTFDOCY_DC UTFOSCY_DC WCAPCHCY_DC WCAPCHY_DC WCAPOPCY_DC WCAPQ_DC WCAPSAY_DC WCAPSUY_DC WCAPSY_DC WCAPTY_DC WCAPUY_DC XACCQ_DC XAGTQ_DC XAGTY_DC XBDTQ_DC XBDTY_DC XCOMIQ_DC XCOMIY_DC XCOMQ_DC XCOMY_DC XDVREQ_DC XDVREY_DC XIOQ_DC XIOY_DC XIVIQ_DC XIVIY_DC XIVREQ_DC XIVREY_DC XOBDQ_DC XOBDY_DC XOIQ_DC XOIY_DC XOPROQ_DC XOPROY_DC XOPT12_DC XOPTD12P_DC XOPTD12_DC XOPTEPS12_DC XOPTEPSP12_DC XOREQ_DC XOREY_DC XPPQ_DC XRETQ_DC XRETY_DC XSQ_DC XSTOQ_DC XSTOY_DC XSTQ_DC XSTY_DC XSY_DC XTQ_DC XTY_DC     Security Daily  CHEQVTM DIVDTM DIVSPTM CHEQVGROSS CHEQVNET DIVDGROSS DIVDNET DIVGROSS DIVNET DIVOP DIVRC DIVRCGROSS DIVRCNET DIVSPGROSS DIVSPNET QUNIT DIVRCPAYDATE\nCompustat Global', '\nFundamentals Annual (Data Items) ACCTCHG CURNCD LTCM OGM UDPL ACCHG ACDO ACODO ACOMINC ACOXAR ACQAO ACQCSHI ACQGDWL ACQIC ACQINTAN ACQINVT ACQLNTAL ACQNIINTC ACQPPE ACQSC ADRR AEDI AFUDCC AFUDCI AJEX AJP ALDO AMC AMGW ANO AOCIDERGL AOCIOTHER AOCIPEN AOCISECGL AODO AOL2 APB APC AQA AQD AQEPS AQI AQP AQPL1 AQS ARB ARC ARCE ARCED ARCEEPS AUL3 BALR BANLR BAST BASTR BATR BCLR BCLTBL BCNLR BCRBL BCTBL BCTR BKVLPS BLTBL CAPXV CB CBI CDPAC CDVC CEQL CEQT CGRI CGTI CGUI CI CIBEGNI CICURR CIDERGL CIMII CIOTHER CIPEN CISECGL CITOTAL CLD2 CLD3 CLD4 CLD5 CLFC CLFX CLG CLIS CLL CLLC CLO CLRLL CLT CNLTBL CPCBL CPDOI CPNLI CPPBL CPREI CRV CSHFD CSHI CSHO CSHPRI CSHRC CSHRP CSHRSO CSHRT CSHRW CSTKCV CSTKE CURRTR CURUSCN DBI DCLO DCOM DCPSTK DCS DCVSR DCVSUB DCVT DD DD2 DD3 DD4 DD5 DEPC DFS DILADJ DILAVX DLTO DLTP DLTSUB DM DN DONR DPACB DPACC DPACLI DPACLS DPACME DPACNR DPACO DPACRE DPRET DPVIEB DPVIO DPVIR DRC DRCI DRLT DS DTEA DTED DTEEPS DTEP DUDD DVDNP DVPA DVPD DVPIBB DVRPIV DXD2 DXD3 DXD4 DXD5 EMOL EPSFI EPSFX EPSPI EPSPX ESOPCT ESOPDLT ESOPNR ESOPR ESOPT ESUB ESUBC EXCADJ FATC FATD FATN FATO FFO FOPOX FOPT GBBL GDWLAM GDWLIA GDWLID GDWLIEPS GDWLIP GEQRV GLA GLCEA GLCED GLCEEPS GLCEP GLD GLEPS GLP GOVGR GOVTOWN GP GPHBL GPLBL GPOBL GPRBL GPTBL GWO HEDGEGL IAEQCI IAEQMI IAFICI IAFXMI IALI IASCI IASMI IATCI IATMI IAUI IBADJ IBBL IBCOM INTANO INVOFS INVREH INVREI INVRES IPABL IPC IPHBL IPLBL IPOBL IPTBL IPV IREI IRENT IRII IRLI IRNLI IRSI ISEQ ISEQC ISEQM ISFI ISFXC ISFXM ISLG ISLGC ISLGM ISLT ISNG ISNGC ISNGM ISOTC ISOTM ISSC ISSM ISSU ISTC ISTM ISUT ITCB ITCC ITCI LCOXAR LCOXDR LI LIF LIFR LLOML LLOO LLOT LLRCI LLRCR LLWOCI LLWOCR LNO LOL2 LOXDR LQPL1 LRV LS LST LUL3 MRC1 MRC2 MRC3 MRC4 MRC5 MRCT MRCTA MSA MSVRV NAT NCO NFSR NI NIADJ NIECI NIINT NIINTPFC NIINTPFP NIIT NIM NIPFC NIPFP NITS NOPIO NRTXT NRTXTD NRTXTEPS OB OPEPS OPILI OPINCAR OPINI OPIOI OPIRI OPITI OPREPSX OPRO OPTCA OPTDR OPTEX OPTEXD OPTFVGR OPTGR OPTLIFE OPTOSBY OPTOSEY OPTPRCBY OPTPRCCA OPTPRCEX OPTPRCEY OPTPRCGR OPTPRCWA OPTRFR OPTVOL PALR PANLR PATR PCLR PCNLR PCTR PDVC PIDOM PIFO PLL PLTBL PNCA PNCAD PNCAEPS PNCIA PNCID PNCIEPS PNCIP PNCWIA PNCWID PNCWIEPS PNCWIP PNLBL PNLI PNRSHO POBL PPCBL PPENB PPENC PPENLI PPENLS PPENME PPENNR PPENO PPEVBB PPEVEB PPEVO PPEVR PPPABL PPPHBL PPPOBL PPPTBL PRCA PRCAD PRCAEPS PREBL PRI PRSHO PRSTKCC PRSTKPC PRVT PSTKC PSTKL PSTKRV PTBL PVCL PVO PVPL PWOI RCA RCD RCEPS RCP RDIP RDIPA RDIPD RDIPEPS RDP REA REAJO RECD RECTA RECUB RET REUNA REUNR RLL RLO RLP RMUM RRA RRD RREPS RRP RVDO RVDT RVNO RVNT RVTXR SALEPFC SALEPFP SCSTKC SECU SEQO SETA SETD SETEPS SETP SPCE SPCED SPCEEPS SPID SPIEPS SPIOA SPIOP SPPE SPSTKC SRET SRT STKCO STKCPA TDC TDSCD TDSCE TDSLG TDSMM TDSNG TDSO TDSS TF TFVA TFVCE TFVL TIE TII TLCF TSA TSAFC TSO TSTKC TSTKME TSTKN TSTKP TXACH TXBCO TXBCOF TXDBA TXDBCA TXDBCL TXDFED TXDFO TXDS TXEQA TXEQII TXFED TXFO TXNDB TXNDBA TXNDBL TXNDBR TXR TXS TXTUBADJUST TXTUBBEGIN TXTUBEND TXTUBMAX TXTUBMIN TXTUBPOSDEC TXTUBPOSINC TXTUBPOSPDEC TXTUBPOSPINC TXTUBSETTLE TXTUBSOFLIMIT TXTUBTXTR TXTUBXINTBS TXTUBXINTIS TXVA UAOLOCH UAOX UAPT UCAPS UCCONS UCEQ UCUSTAD UDCOPRES UDD UDFCC UDMB UDOLT UDPCO UDPFA UDVP UFRETSD UGI UINVT ULCM ULCO UNIAMI UNNPL UNOPINC UNWCC UOIS UOPI UOPRES UPDVP UPMCSTK UPMPF UPMPFS UPMSUBP UPSTK UPSTKC UPSTKSF URECT URECTR UREVUB USPI USTDNC USUBDVP USUBPSTK UTFDOC UTFOSC UTME UTXFED UWKCAPC UXINST UXINTD WCAPC WDA WDD WDEPS WDP XAD XDEPL XDP XINTOPT XNBI XNF XNINS XOPRAR XOPTD XOPTEPS XUW XUWLI XUWNLI XUWOI XUWREI XUWTI APDEDATE Fundamentals Annual (Data Codes and Footnotes) ACCHG_FN ACCLI_FN ACCO_FN ACDO_FN ACODO_FN ACOFS_FN ACOMINC_FN ACOXAR_FN ACOXFS_FN ACOX_FN ACO_FN ACQAO_FN ACQCSHI_FN ACQDISN_FN ACQDISO_FN ACQGDWL_FN ACQIC_FN ACQINTAN_FN ACQINVT_FN ACQLNTAL_FN ACQNIINTC_FN ACQPPE_FN ACQSC_FN ACT_FN ADPAC_FN AEDI_FN AFUDCC_FN AFUDCI_FN ALDO_FN AMC_FN AMDC_FN AMGW_FN ANO_FN AOCIDERGL_FN AOCIOTHER_FN AOCIPEN_FN AOCISECGL_FN AODO_FN AOL2_FN AOLOCH_FN AOX_FN AO_FN APALCH_FN APB_FN APCH_FN APC_FN APDPFS_FN APOFS_FN APO_FN AQA_FN AQC_FN AQD_FN AQEPS_FN AQI_FN AQPL1_FN AQP_FN AQS_FN ARB_FN ARCED_FN ARCEEPS_FN ARCE_FN ARC_FN ATOCH_FN AT_FN AUL3_FN AUTXR_FN BALR_FN BANLR_FN BASTR_FN BAST_FN BATR_FN BCEF_FN BCLR_FN BCLTBL_FN BCNLR_FN BCRBL_FN BCTBL_FN BCTR_FN BCT_FN BKVLPS_FN BLTBL_FN CAPCST_FN CAPFL_FN CAPR1_FN CAPR2_FN CAPRT_FN CAPXFI_FN CAPXV_FN CA_FN CBI_FN CB_FN CDPAC_FN CDVC_FN CEQL_FN CEQT_FN CEQ_FN CFBD_FN CFERE_FN CFLAOTH_FN CFO_FN CFPDO_FN CGA_FN CGRI_FN CGTI_FN CGUI_FN CHEB_FN CHEE_FN CHEFS_FN CHENFD_FN CHE_FN CHFS_FN CHS_FN CH_FN CIBEGNI_FN CICURR_FN CIDERGL_FN CIMII_FN CIOTHER_FN CIPEN_FN CISECGL_FN CITOTAL_FN CI_FN CLD2_FN CLD3_FN CLD4_FN CLD5_FN CLFC_FN CLFX_FN CLG_FN CLIS_FN CLLC_FN CLL_FN CLO_FN CLRLL_FN CLT_FN CMP_FN CNLTBL_FN COGS_FN CPCBL_FN CPDOI_FN CPNLI_FN CPPBL_FN CPREI_FN CRVNLI_FN CRV_FN CSHFD_FN CSHI_FN CSHO_FN CSHPRI_FN CSHRC_FN CSHRP_FN CSHRSO_FN CSHRT_FN CSHRW_FN CSHR_FN CSTKCV_FN CSTKE_FN CUSTADV_FN DBI_FN DBTB_FN DBTE_FN DCLO_FN DCOM_FN DCPSTK_FN DCSFD_FN DCS_FN DCUFD_FN DCVSR_FN DCVSUB_FN DCVT_FN DC_FN DD1FS_FN DD1_FN DD2_FN DD3_FN DD4_FN DD5_FN DD_FN DEPC_FN DFPAC_FN DFS_FN DFXA_FN DILADJ_FN DILAVX_FN DISPOCH_FN DLCFS_FN DLTIS_FN DLTO_FN DLTP_FN DLTR_FN DLTSUB_FN DM_FN DN_FN DOC_FN DONR_FN DO_FN DPACB_FN DPACC_FN DPACLI_FN DPACLS_FN DPACME_FN DPACNR_FN DPACO_FN DPACRE_FN DPDC_FN DPLTB_FN DPRET_FN DPSC_FN DPSTB_FN DPTB_FN DPVIEB_FN DPVIO_FN DPVIR_FN DRCI_FN DRC_FN DRLT_FN DS_FN DTEA_FN DTED_FN DTEEPS_FN DTEP_FN DUDD_FN DVDNP_FN DVPA_FN DVPDP_FN DVPD_FN DVPIBB_FN DVREC_FN DVRPIV_FN DVT_FN DV_FN DXD2_FN DXD3_FN DXD4_FN DXD5_FN EA_FN EBITDA_FN EBIT_FN EIEAC_FN EIEA_FN EMOL_FN EPSFI_FN EPSFX_FN EPSPI_FN EPSPX_FN EQDIVP_FN ERO_FN ESOPCT_FN ESOPDLT_FN ESOPNR_FN ESOPR_FN ESOPT_FN ESUBC_FN ESUB_FN EXCADJ_FN EXRES_FN EXREU_FN EXRE_FN FATB_FN FATC_FN FATD_FN FATE_FN FATL_FN FATN_FN FATO_FN FATP_FN FCA_FN FDFR_FN FEA_FN FEL_FN FFO_FN FFS_FN FIAO_FN FINCF_FN FINVAO_FN FOPOX_FN FOPO_FN FOPT_FN FSRCOPO_FN FSRCOPT_FN FSRCO_FN FSRCT_FN FUSEO_FN FUSET_FN GBBL_FN GDWLAM_FN GDWLIA_FN GDWLID_FN GDWLIEPS_FN GDWLIP_FN GDWL_FN GEQRV_FN GLA_FN GLCEA_FN GLCED_FN GLCEEPS_FN GLCEP_FN GLD_FN GLEPS_FN GLP_FN GOVGR_FN GOVTOWN_FN GPHBL_FN GPLBL_FN GPOBL_FN GPRBL_FN GPTBL_FN GP_FN GWO_FN HEDGEGL_FN IAEQCI_FN IAEQMI_FN IAEQ_FN IAFICI_FN IAFXI_FN IAFXMI_FN IALI_FN IALOI_FN IALTI_FN IAMLI_FN IAOI_FN IAPLI_FN IASCI_FN IASMI_FN IASSI_FN IASTI_FN IATCI_FN IATMI_FN IAUI_FN IBADJ_FN IBBL_FN IBCOM_FN IBKI_FN IBMII_FN ICAPI_FN ICAPT_FN IDILB_FN IDILC_FN IDIST_FN IDIS_FN INITB_FN INTANO_FN INTAN_FN INTC_FN INTFACT_FN INTFL_FN INTIACT_FN INTOACT_FN INTPN_FN INVCH_FN INVFG_FN INVOFS_FN INVO_FN INVREH_FN INVREI_FN INVRES_FN INVRM_FN INVSVC_FN INVTFS_FN INVWIP_FN IOBD_FN IOI_FN IORE_FN IPABL_FN IPC_FN IPHBL_FN IPLBL_FN IPOBL_FN IPTBL_FN IPV_FN IREI_FN IRENT_FN IRII_FN IRLI_FN IRNLI_FN IRSI_FN ISEQC_FN ISEQM_FN ISEQ_FN ISFI_FN ISFXC_FN ISFXM_FN ISGR_FN ISGT_FN ISGU_FN ISLGC_FN ISLGM_FN ISLG_FN ISLT_FN ISNGC_FN ISNGM_FN ISNG_FN ISOTC_FN ISOTH_FN ISOTM_FN ISSC_FN ISSM_FN ISSU_FN ISTC_FN ISTM_FN ISUT_FN ITCB_FN ITCC_FN ITCI_FN IVACO_FN IVAEQ_FN IVAO_FN IVGOD_FN IVNCF_FN IVPT_FN IVSTCH_FN IVSTFS_FN IVST_FN LCABG_FN LCACL_FN LCACR_FN LCAG_FN LCALT_FN LCAL_FN LCAM_FN LCAST_FN LCAT_FN LCOFS_FN LCOXAR_FN LCOXDR_FN LCOX_FN LCO_FN LCTFS_FN LCT_FN LIFR_FN LIF_FN LIQRESN_FN LIQRESO_FN LI_FN LLOML_FN LLOO_FN LLOT_FN LLRCI_FN LLRCR_FN LLWOCI_FN LLWOCR_FN LNDEP_FN LNMD_FN LNO_FN LOL2_FN LOXDR_FN LO_FN LQPL1_FN LRV_FN LSE_FN LST_FN LS_FN LTDCH_FN LTDLCH_FN LTLO_FN LT_FN LUL3_FN MIBN_FN MIBT_FN MIC_FN MII_FN MISEQ_FN MRC1_FN MRC2_FN MRC3_FN MRC4_FN MRC5_FN MRCTA_FN MRCT_FN MSA_FN MSVRV_FN MTL_FN NAT_FN NCFLIQ_FN NCO_FN NEQMI_FN NFSR_FN NIADJ_FN NIECI_FN NIINTPFC_FN NIINTPFP_FN NIINT_FN NIIT_FN NIM_FN NIO_FN NIPFC_FN NIPFP_FN NITS_FN NIT_FN NI_FN NOASUB_FN NOPIO_FN NOPI_FN NPANL_FN NPAORE_FN NPARL_FN NPAT_FN NPFS_FN NP_FN NRTXTD_FN NRTXTEPS_FN NRTXT_FN OANCFC_FN OANCFD_FN OANCF_FN OB_FN OIADP_FN OIBDP_FN ONBALB_FN ONBALE_FN OPEPS_FN OPILI_FN OPINCAR_FN OPINI_FN OPIOI_FN OPIRI_FN OPITI_FN OPREPSX_FN OPRO_FN OPTCA_FN OPTDR_FN OPTEXD_FN OPTEX_FN OPTFVGR_FN OPTGR_FN OPTLIFE_FN OPTOSBY_FN OPTOSEY_FN OPTPRCBY_FN OPTPRCCA_FN OPTPRCEX_FN OPTPRCEY_FN OPTPRCGR_FN OPTPRCWA_FN OPTRFR_FN OPTVOL_FN PACQP_FN PALR_FN PANLR_FN PATR_FN PCLR_FN PCNLR_FN PCTR_FN PDVC_FN PIDOM_FN PIFO_FN PI_FN PLIACH_FN PLL_FN PLTBL_FN PNCAD_FN PNCAEPS_FN PNCA_FN PNCIA_FN PNCID_FN PNCIEPS_FN PNCIP_FN PNCWIA_FN PNCWID_FN PNCWIEPS_FN PNCWIP_FN PNLBL_FN PNLI_FN PNRSHO_FN POBL_FN PPCBL_FN PPEGT_FN PPENB_FN PPENC_FN PPENLI_FN PPENLS_FN PPENME_FN PPENNR_FN PPENO_FN PPEVBB_FN PPEVEB_FN PPEVO_FN PPEVR_FN PPPABL_FN PPPHBL_FN PPPOBL_FN PPPTBL_FN PRCAD_FN PRCAEPS_FN PRCA_FN PRC_FN PREBL_FN PRI_FN PRODV_FN PROSAI_FN PRSHO_FN PRSTKCC_FN PRSTKC_FN PRSTKPC_FN PRVT_FN PRV_FN PSTKC_FN PSTKL_FN PSTKN_FN PSTKRV_FN PSTKR_FN PSTK_FN PTBL_FN PTRAN_FN PURTSHR_FN PVCL_FN PVON_FN PVO_FN PVPL_FN PVT_FN PWOI_FN RADP_FN RAGR_FN RARI_FN RATI_FN RCA_FN RCD_FN RCEPS_FN RCP_FN RDIPA_FN RDIPD_FN RDIPEPS_FN RDIP_FN RDP_FN REAJO_FN REA_FN RECCH_FN RECCOFS_FN RECCO_FN RECD_FN RECTA_FN RECTFS_FN RECTRFS_FN RECTR_FN RECUB_FN RET_FN REUNA_FN REUNR_FN RIS_FN RLL_FN RLO_FN RLP_FN RLRI_FN RLT_FN RMUM_FN RPAG_FN RRA_FN RRD_FN RREPS_FN RRP_FN RVBCI_FN RVBPI_FN RVBTI_FN RVDO_FN RVDT_FN RVEQT_FN RVLRV_FN RVNO_FN RVNT_FN RVRI_FN RVSI_FN RVTI_FN RVTXR_FN RVUTX_FN RV_FN SAA_FN SALEPFC_FN SALEPFP_FN SAL_FN SBDC_FN SCO_FN SCSTKC_FN SC_FN SECU_FN SEQO_FN SEQ_FN SETA_FN SETD_FN SETEPS_FN SETP_FN SHRCAP_FN SPCED_FN SPCEEPS_FN SPCE_FN SPID_FN SPIEPS_FN SPIOA_FN SPIOP_FN SPI_FN SPPCH_FN SPPE_FN SPPIV_FN SPSTKC_FN SRET_FN SRT_FN SSNP_FN SSTK_FN STBO_FN STINV_FN STIO_FN STKCH_FN STKCO_FN STKCPA_FN TDC_FN TDSCD_FN TDSCE_FN TDSG_FN TDSLG_FN TDSMM_FN TDSNG_FN TDSO_FN TDSS_FN TEQ_FN TFVA_FN TFVCE_FN TFVL_FN TF_FN TIE_FN TII_FN TLCF_FN TRANSA_FN TSAFC_FN TSA_FN TSCA_FN TSO_FN TSTKC_FN TSTKME_FN TSTKNI_FN TSTKN_FN TSTKP_FN TSTK_FN TSTLTA_FN TXACH_FN TXBCOF_FN TXBCO_FN TXC_FN TXDBA_FN TXDBCA_FN TXDBCL_FN TXDB_FN TXDC_FN TXDFED_FN TXDFO_FN TXDITC_FN TXDI_FN TXDS_FN TXEQA_FN TXEQII_FN TXFED_FN TXFO_FN TXNDBA_FN TXNDBL_FN TXNDBR_FN TXNDB_FN TXOP_FN TXO_FN TXPD_FN TXPFS_FN TXP_FN TXR_FN TXS_FN TXTUBADJUST_FN TXTUBBEGIN_FN TXTUBEND_FN TXTUBMAX_FN TXTUBMIN_FN TXTUBPOSDEC_FN TXTUBPOSINC_FN TXTUBPOSPDEC_FN TXTUBPOSPINC_FN TXTUBSETTLE_FN TXTUBSOFLIMIT_FN TXTUBTXTR_FN TXTUBXINTBS_FN TXTUBXINTIS_FN TXVA_FN TXW_FN TX_FN UAOLOCH_FN UAOX_FN UAPT_FN UCAPS_FN UCCONS_FN UCEQ_FN UCUSTAD_FN UDCOPRES_FN UDD_FN UDFCC_FN UDMB_FN UDOLT_FN UDPCO_FN UDPFA_FN UDVP_FN UFRETSD_FN UGI_FN UINVT_FN UI_FN ULCM_FN ULCO_FN UNIAMI_FN UNL_FN UNNPL_FN UNNP_FN UNOPINC_FN UNWCC_FN UOIS_FN UOPI_FN UOPRES_FN UPDVP_FN UPMCSTK_FN UPMPFS_FN UPMPF_FN UPMSUBP_FN UPSTKC_FN UPSTKSF_FN UPSTK_FN URECTR_FN URECT_FN UREVUB_FN USPI_FN USTDNC_FN USUBDVP_FN USUBPSTK_FN UTFDOC_FN UTFOSC_FN UTME_FN UTXFED_FN UWKCAPC_FN UXINST_FN UXINTD_FN WCAPCHC_FN WCAPCH_FN WCAPC_FN WCAPOPC_FN WCAPSA_FN WCAPSU_FN WCAPS_FN WCAPU_FN WCAP_FN WDA_FN WDD_FN WDEPS_FN WDP_FN XACCFS_FN XACC_FN XAD_FN XAGO_FN XAGT_FN XCOMI_FN XCOM_FN XDEPL_FN XDP_FN XDVRE_FN XEQO_FN XIDOC_FN XIDO_FN XINDB_FN XINDC_FN XINST_FN XINS_FN XINTD_FN XINTOPT_FN XIVI_FN XIVRE_FN XI_FN XLR_FN XNBI_FN XNF_FN XNINS_FN XNITB_FN XOBD_FN XOI_FN XOPRAR_FN XOPRO_FN XOPR_FN XOPTD_FN XOPTEPS_FN XORE_FN XPPFS_FN XPP_FN XPR_FN XRD_FN XSGA_FN XSTF_FN XS_FN XUWLI_FN XUWNLI_FN XUWOI_FN XUWREI_FN XUWTI_FN XUW_FN ACCHG_DC ACDO_DC ACODO_DC ACOFS_DC ACOMINC_DC ACOXAR_DC ACOXFS_DC ACOX_DC ACO_DC ACQAO_DC ACQCSHI_DC ACQGDWL_DC ACQIC_DC ACQINTAN_DC ACQINVT_DC ACQLNTAL_DC ACQNIINTC_DC ACQPPE_DC ACQSC_DC ACT_DC AEDI_DC AFUDCC_DC AFUDCI_DC ALDO_DC AMC_DC AMGW_DC ANO_DC AOCIDERGL_DC AOCIOTHER_DC AOCIPEN_DC AOCISECGL_DC AODO_DC AOL2_DC APB_DC APC_DC APFS_DC APOFS_DC APO_DC AQA_DC AQD_DC AQEPS_DC AQI_DC AQPL1_DC AQP_DC AQS_DC ARB_DC ARCED_DC ARCEEPS_DC ARCE_DC ARC_DC ATOCH_DC AT_DC AUL3_DC BALR_DC BANLR_DC BASTR_DC BAST_DC BATR_DC BCLR_DC BCLTBL_DC BCNLR_DC BCRBL_DC BCTBL_DC BCTR_DC BKVLPS_DC BLTBL_DC CAPCST_DC CAPR1_DC CAPR2_DC CAPR3_DC CAPRT_DC CAPXFI_DC CAPXV_DC CBI_DC CB_DC CDPAC_DC CDVC_DC CEQL_DC CEQT_DC CEQ_DC CFLAOTH_DC CGA_DC CGRI_DC CGTI_DC CGUI_DC CHEB_DC CHECH_DC CHEE_DC CHEFS_DC CHENFD_DC CHE_DC CHFS_DC CIBEGNI_DC CICURR_DC CIDERGL_DC CIMII_DC CIOTHER_DC CIPEN_DC CISECGL_DC CITOTAL_DC CI_DC CLD2_DC CLD3_DC CLD4_DC CLD5_DC CLFC_DC CLFX_DC CLG_DC CLIS_DC CLLC_DC CLL_DC CLO_DC CLRLL_DC CLT_DC CNLTBL_DC COGS_DC CPCBL_DC CPDOI_DC CPNLI_DC CPPBL_DC CPREI_DC CRV_DC CSHFD_DC CSHI_DC CSHO_DC CSHPRIA_DC CSHPRI_DC CSHRC_DC CSHRP_DC CSHRSO_DC CSHRT_DC CSHRW_DC CSHR_DC CSTKCV_DC CSTKE_DC DBI_DC DBTB_DC DBTE_DC DCLO_DC DCOM_DC DCPSTK_DC DCS_DC DCVSR_DC DCVSUB_DC DCVT_DC DD1FS_DC DD2_DC DD3_DC DD4_DC DD5_DC DD_DC DEPC_DC DFS_DC DILADJ_DC DILAVX_DC DISPOCH_DC DLCFS_DC DLTO_DC DLTP_DC DLTSUB_DC DM_DC DN_DC DONR_DC DO_DC DPACB_DC DPACC_DC DPACLI_DC DPACLS_DC DPACME_DC DPACNR_DC DPACO_DC DPACRE_DC DPLTB_DC DPRET_DC DPVIEB_DC DPVIO_DC DPVIR_DC DRCI_DC DRC_DC DRLT_DC DS_DC DTEA_DC DTED_DC DTEEPS_DC DTEP_DC DUDD_DC DVDNP_DC DVPA_DC DVPD_DC DVPIBB_DC DVRPIV_DC DXD2_DC DXD3_DC DXD4_DC DXD5_DC EBITDA_DC EBIT_DC EMOL_DC EMP_DC EPSEXCON_DC EPSEXNC_DC EPSFI_DC EPSFX_DC EPSINCON_DC EPSINNC_DC EPSPI_DC EPSPX_DC ERO_DC ESOPCT_DC ESOPDLT_DC ESOPNR_DC ESOPR_DC ESOPT_DC ESUBC_DC ESUB_DC EXCADJ_DC FATC_DC FATD_DC FATN_DC FATO_DC FFO_DC FIAO_DC FINCF_DC FINVAO_DC FOPOX_DC FOPT_DC FSRCOPO_DC FSRCOPT_DC FSRCO_DC FSRCT_DC FUSEO_DC FUSET_DC GBBL_DC GDWLAM_DC GDWLIA_DC GDWLID_DC GDWLIEPS_DC GDWLIP_DC GEQRV_DC GLA_DC GLCEA_DC GLCED_DC GLCEEPS_DC GLCEP_DC GLD_DC GLEPS_DC GLP_DC GOVGR_DC GOVTOWN_DC GPHBL_DC GPLBL_DC GPOBL_DC GPRBL_DC GPTBL_DC GP_DC GWO_DC HEDGEGL_DC IAEQCI_DC IAEQMI_DC IAFICI_DC IAFXMI_DC IALI_DC IALOI_DC IAOI_DC IASCI_DC IASMI_DC IASSI_DC IATCI_DC IATMI_DC IAUI_DC IBADJ_DC IBBL_DC IBCOM_DC IBC_DC IBMII_DC IB_DC ICAPT_DC INITB_DC INTANO_DC INTPN_DC INVFG_DC INVOFS_DC INVO_DC INVREH_DC INVREI_DC INVRES_DC INVRM_DC INVSVC_DC INVTFS_DC INVWIP_DC IPABL_DC IPC_DC IPHBL_DC IPLBL_DC IPOBL_DC IPTBL_DC IPV_DC IREI_DC IRENT_DC IRII_DC IRLI_DC IRNLI_DC IRSI_DC ISEQC_DC ISEQM_DC ISEQ_DC ISFI_DC ISFXC_DC ISFXM_DC ISLGC_DC ISLGM_DC ISLG_DC ISLT_DC ISNGC_DC ISNGM_DC ISNG_DC ISOTC_DC ISOTM_DC ISSC_DC ISSM_DC ISSU_DC ISTC_DC ISTM_DC ISUT_DC ITCB_DC ITCC_DC ITCI_DC IVACO_DC IVAO_DC IVNCF_DC IVSTFS_DC LCALT_DC LCAST_DC LCOFS_DC LCOXAR_DC LCOXDR_DC LCO_DC LCTFS_DC LCT_DC LIFR_DC LIF_DC LIQRESO_DC LI_DC LLOML_DC LLOO_DC LLOT_DC LLRCI_DC LLRCR_DC LLWOCI_DC LLWOCR_DC LNO_DC LOL2_DC LOXDR_DC LO_DC LQPL1_DC LRV_DC LSE_DC LST_DC LS_DC LTLO_DC LT_DC LUL3_DC MIBN_DC MRC1_DC MRC2_DC MRC3_DC MRC4_DC MRC5_DC MRCTA_DC MRCT_DC MSA_DC MSVRV_DC NAT_DC NCFLIQ_DC NCO_DC NFSR_DC NIADJ_DC NICON_DC NIECI_DC NIINTPFC_DC NIINTPFP_DC NIINT_DC NIIT_DC NIM_DC NINC_DC NIPFC_DC NIPFP_DC NITS_DC NI_DC NOPIO_DC NOPI_DC NPANL_DC NPAT_DC NPFS_DC NP_DC NRTXTD_DC NRTXTEPS_DC NRTXT_DC OANCFC_DC OANCFD_DC OANCF_DC OB_DC OIADP_DC OIBDP_DC ONBALB_DC ONBALE_DC OPEPS_DC OPILI_DC OPINCAR_DC OPINI_DC OPIOI_DC OPIRI_DC OPITI_DC OPPRFT_DC OPREPSX_DC OPTCA_DC OPTDR_DC OPTEXD_DC OPTEX_DC OPTFVGR_DC OPTGR_DC OPTLIFE_DC OPTOSBY_DC OPTOSEY_DC OPTPRCBY_DC OPTPRCCA_DC OPTPRCEX_DC OPTPRCEY_DC OPTPRCGR_DC OPTPRCWA_DC OPTRFR_DC OPTVOL_DC PALR_DC PANLR_DC PATR_DC PCLR_DC PCNLR_DC PCTR_DC PDVC_DC PIDOM_DC PIFO_DC PI_DC PLL_DC PLTBL_DC PNCAD_DC PNCAEPS_DC PNCA_DC PNCIA_DC PNCID_DC PNCIEPS_DC PNCIP_DC PNCWIA_DC PNCWID_DC PNCWIEPS_DC PNCWIP_DC PNLBL_DC PNLI_DC PNRSHO_DC POBL_DC PPCBL_DC PPENB_DC PPENC_DC PPENLI_DC PPENLS_DC PPENME_DC PPENNR_DC PPENO_DC PPEVBB_DC PPEVEB_DC PPEVO_DC PPEVR_DC PPPABL_DC PPPHBL_DC PPPOBL_DC PPPTBL_DC PRCAD_DC PRCAEPS_DC PRCA_DC PREBL_DC PRI_DC PRSHO_DC PRSTKCC_DC PRSTKPC_DC PRVT_DC PSTKC_DC PSTKL_DC PSTKRV_DC PTBL_DC PVCL_DC PVO_DC PVPL_DC PV_DC PWOI_DC RADP_DC RAWMSM_DC RCA_DC RCD_DC RCEPS_DC RCL_DC RCP_DC RDIPA_DC RDIPD_DC RDIPEPS_DC RDIP_DC RDP_DC REAJO_DC REA_DC RECCOFS_DC RECCO_DC RECD_DC RECTA_DC RECTFS_DC RECTRFS_DC RECTR_DC RECT_DC RECUB_DC RET_DC REUNA_DC REUNR_DC RLL_DC RLO_DC RLP_DC RMUM_DC RRA_DC RRD_DC RREPS_DC RRP_DC RVBPI_DC RVDO_DC RVDT_DC RVNO_DC RVNT_DC RVSI_DC RVTXR_DC SALEPFC_DC SALEPFP_DC SALE_DC SCSTKC_DC SECU_DC SEQO_DC SEQ_DC SETA_DC SETD_DC SETEPS_DC SETP_DC SPCED_DC SPCEEPS_DC SPCE_DC SPID_DC SPIEPS_DC SPIOA_DC SPIOP_DC SPPE_DC SPSTKC_DC SRET_DC SRT_DC STKCH_DC STKCO_DC STKCPA_DC TDC_DC TDSCD_DC TDSCE_DC TDSLG_DC TDSMM_DC TDSNG_DC TDSO_DC TDSS_DC TEQ_DC TFVA_DC TFVCE_DC TFVL_DC TF_DC TIE_DC TII_DC TLCF_DC TSAFC_DC TSA_DC TSCA_DC TSO_DC TSTKC_DC TSTKME_DC TSTKN_DC TSTKP_DC TXACH_DC TXBCOF_DC TXBCO_DC TXDBA_DC TXDBCA_DC TXDBCL_DC TXDB_DC TXDFED_DC TXDFO_DC TXDITC_DC TXDS_DC TXEQA_DC TXEQII_DC TXFED_DC TXFO_DC TXNDBA_DC TXNDBL_DC TXNDBR_DC TXNDB_DC TXPD_DC TXPFS_DC TXP_DC TXR_DC TXS_DC TXTUBADJUST_DC TXTUBBEGIN_DC TXTUBEND_DC TXTUBMAX_DC TXTUBMIN_DC TXTUBPOSDEC_DC TXTUBPOSINC_DC TXTUBPOSPDEC_DC TXTUBPOSPINC_DC TXTUBSETTLE_DC TXTUBSOFLIMIT_DC TXTUBTXTR_DC TXTUBXINTBS_DC TXTUBXINTIS_DC TXVA_DC TXW_DC UAOLOCH_DC UAOX_DC UAPT_DC UCAPS_DC UCCONS_DC UCEQ_DC UCUSTAD_DC UDCOPRES_DC UDD_DC UDFCC_DC UDMB_DC UDOLT_DC UDPCO_DC UDPFA_DC UDVP_DC UFRETSD_DC UGI_DC UINVT_DC ULCM_DC ULCO_DC UNIAMI_DC UNNPL_DC UNNP_DC UNOPINC_DC UNWCC_DC UOIS_DC UOPI_DC UOPRES_DC UPDVP_DC UPMCSTK_DC UPMPFS_DC UPMPF_DC UPMSUBP_DC UPSTKC_DC UPSTKSF_DC UPSTK_DC URECTR_DC URECT_DC UREVUB_DC USPI_DC USTDNC_DC USUBDVP_DC USUBPSTK_DC UTFDOC_DC UTFOSC_DC UTME_DC UTXFED_DC UWKCAPC_DC UXINST_DC UXINTD_DC WCAPCHC_DC WCAPCH_DC WCAPC_DC WCAPOPC_DC WCAPSU_DC WCAPT_DC WCAP_DC WDA_DC WDD_DC WDEPS_DC WDP_DC XACCFS_DC XACC_DC XAD_DC XAGO_DC XDEPL_DC XDP_DC XIDO_DC XINTOPT_DC XNBI_DC XNF_DC XNINS_DC XNITB_DC XOPRAR_DC XOPRO_DC XOPR_DC XOPTD_DC XOPTEPS_DC XPPFS_DC XRD_DC XRENT_DC XSGA_DC XT_DC XUWLI_DC XUWNLI_DC XUWOI_DC XUWREI_DC XUWTI_DC XUW_DC Fundamentals Quarterly (Data Items) ACCTCHGQ CURNCDQ FINALQ OGMQ ACCHGQ ACCHGY ACOMINCQ ADRRQ AFUDCCY AFUDCIY AJEXQ AJPQ ALTOQ AMCY ANOQ AOCIDERGLQ AOCIOTHERQ AOCIPENQ AOCISECGLQ AOL2Q AQAQ AQAY AQDQ AQDY AQEPSQ AQEPSY AQPL1Q AQPQ AQPY ARCED12 ARCEDQ ARCEDY ARCEEPS12 ARCEEPSQ ARCEEPSY ARCEQ ARCEY AUL3Q CAPRTQ CDVCY CIBEGNIQ CIBEGNIY CICURRQ CICURRY CIDERGLQ CIDERGLY CIMIIQ CIMIIY CIOTHERQ CIOTHERY CIPENQ CIPENY CIQ CISECGLQ CISECGLY CITOTALQ CITOTALY CIY CSH12Q CSHFDQ CSHFDY CSHIQ CSHOPQ CSHOQ CSHPRQ CSHPRY CSTKCVQ CSTKEQ CSTKEY CURRTRQ CURUSCNQ DCOMQ DD1Q DEPCY DILADQ DILADY DILAVQ DILAVY DOQ DOY DPACREQ DPRETQ DPRETY DRCQ DRLTQ DTEAQ DTEAY DTEDQ DTEDY DTEEPSQ DTEEPSY DTEPQ DTEPY DVPQ DVPY EPSF12 EPSFIQ EPSFIY EPSFXQ EPSFXY EPSPIQ EPSPIY EPSPXQ EPSPXY EPSX12 ESOPCTQ ESOPNRQ ESOPRQ ESOPTQ ESUBCY FFOQ FFOY FOPOXY FOPTY GDWLIA12 GDWLIAQ GDWLIAY GDWLID12 GDWLIDQ GDWLIDY GDWLIEPS12 GDWLIEPSQ GDWLIEPSY GDWLIPQ GDWLIPY GLAQ GLAY GLCEA12 GLCEAQ GLCEAY GLCED12 GLCEDQ GLCEDY GLCEEPS12 GLCEEPSQ GLCEEPSY GLCEPQ GLCEPY GLDQ GLDY GLEPSQ GLEPSY GLPQ GLPY HEDGEGLQ HEDGEGLY IBADJ12 IBADJQ IBADJY IBCOMQ IBCOMY ICAPTQ INTACCQ INTANOQ INTPNY INVFGQ INVOQ INVRMQ INVWIPQ ITCCY IVLTQ LNOQ LOL2Q LOXDRQ LQPL1Q LUL3Q MSAQ NCOQ NCOY NIITQ NIITY NIMQ NIMY NIQ NIY NPATQ NPQ NRTXTDQ NRTXTDY NRTXTEPSQ NRTXTEPSY NRTXTQ NRTXTY OBKQ OEPF12 OEPS12 OEPSXQ OEPSXY OPEPSQ OPEPSY OPTDRQ OPTDRY OPTFVGRQ OPTFVGRY OPTLIFEQ OPTLIFEY OPTRFRQ OPTRFRY OPTVOLQ OPTVOLY PDVCY PLLQ PLLY PNC12 PNCD12 PNCDQ PNCDY PNCEPS12 PNCEPSQ PNCEPSY PNCIAPQ PNCIAPY PNCIAQ PNCIAY PNCIDPQ PNCIDPY PNCIDQ PNCIDY PNCIEPSPQ PNCIEPSPY PNCIEPSQ PNCIEPSY PNCIPPQ PNCIPPY PNCIPQ PNCIPY PNCPD12 PNCPDQ PNCPDY PNCPEPS12 PNCPEPSQ PNCPEPSY PNCPQ PNCPY PNCQ PNCWIAPQ PNCWIAPY PNCWIAQ PNCWIAY PNCWIDPQ PNCWIDPY PNCWIDQ PNCWIDY PNCWIEPQ PNCWIEPSQ PNCWIEPSY PNCWIEPY PNCWIPPQ PNCWIPPY PNCWIPQ PNCWIPY PNCY PNRSHOQ PPEGTQ PRCAQ PRCAY PRCD12 PRCDQ PRCDY PRCE12 PRCEPS12 PRCEPSQ PRCEPSY PRCPD12 PRCPDQ PRCPDY PRCPEPS12 PRCPEPSQ PRCPEPSY PRCPQ PRCPY PRCRAQ PRSHOQ PRSTKCCY PRSTKPCY PSTKNQ PSTKRQ RCAQ RCAY RCDQ RCDY RCEPSQ RCEPSY RCPQ RCPY RDIPAQ RDIPAY RDIPDQ RDIPDY RDIPEPSQ RDIPEPSY RDIPQ RDIPY RECDQ RECTAQ RECUBQ RETQ REUNAQ RLLQ RRA12 RRAQ RRAY RRD12 RRDQ RRDY RREPS12 RREPSQ RREPSY RRPQ RRPY SCSTKCY SEQOQ SETA12 SETAQ SETAY SETD12 SETDQ SETDY SETEPS12 SETEPSQ SETEPSY SETPQ SETPY SPCE12 SPCED12 SPCEDPQ SPCEDPY SPCEDQ SPCEDY SPCEEPS12 SPCEEPSP12 SPCEEPSPQ SPCEEPSPY SPCEEPSQ SPCEEPSY SPCEP12 SPCEPD12 SPCEPQ SPCEPY SPCEQ SPCEY SPIDQ SPIDY SPIEPSQ SPIEPSY SPIOAQ SPIOAY SPIOPQ SPIOPY SPPEY SPSTKCY SRETQ SRETY STKCOQ STKCOY STKCPAQ STKCPAY TDCY TFVAQ TFVCEQ TFVCEY TFVLQ TIEQ TIEY TIIQ TIIY TSAFCY TSTKNQ TXACHY TXBCOFY TXBCOY TXDBAQ TXDBCAQ TXDBCLQ TXDIQ TXDITCQ TXDIY TXPDY TXPQ TXWQ TXWY UACOQ UAOLOCHY UAOQ UAPTQ UCAPSQ UCCONSQ UCEQQ UDDQ UDFCCY UDMBQ UDOLTQ UDPCOQ UDVPQ UDVPY UFRETSDY UGIQ UGIY UINVQ ULCOQ UNIAMIQ UNIAMIY UNOPINCQ UNOPINCY UNWCCY UOISY UOPIQ UPDVPQ UPDVPY UPMCSTKQ UPMPFQ UPMPFSQ UPMSUBPQ UPSTKCQ UPSTKQ UPTACY URECTQ USPIQ USPIY USTDNCY USUBDVPQ USUBDVPY USUBPCVQ UTEMQ UTFDOCY UTFOSCY UTMEY UWKCAPCY WCAPCY WCAPQ WDAQ WDAY WDDQ WDDY WDEPSQ WDEPSY WDPQ WDPY XACCQ XIDOQ XIDOY XOPT12 XOPTD12 XOPTD12P XOPTDQ XOPTDQP XOPTDQPY XOPTDY XOPTEPS12 XOPTEPSP12 XOPTEPSQ XOPTEPSQP XOPTEPSQPY XOPTEPSY XOPTQ XOPTQP XOPTQPY XOPTY XRDQ XRDY APDEDATEQ RDQ Fundamentals Quarterly (Data Codes and Footnotes) ACCDQ_FN1 ACCHGQ_FN', '\nXIDOQ XIDOY XOPT12 XOPTD12 XOPTD12P XOPTDQ XOPTDQP XOPTDQPY XOPTDY XOPTEPS12 XOPTEPSP12 XOPTEPSQ XOPTEPSQP XOPTEPSQPY XOPTEPSY XOPTQ XOPTQP XOPTQPY XOPTY XRDQ XRDY APDEDATEQ RDQ Fundamentals Quarterly (Data Codes and Footnotes) ACCDQ_FN1 ACCHGQ_FN ACCHGY_FN ACCLIY_FN1 ACCOQ_FN1 ACOMINCQ_FN ACOQ_FN1 ACOXQ_FN1 ACQDISNY_FN1 ACQDISOY_FN1 ACTQ_FN1 ADPACQ_FN1 ADPACY_FN1 AFUDCCY_FN AFUDCIY_FN ALTOQ_FN AMCY_FN ANCQ_FN1 ANOQ_FN AOCIDERGLQ_FN AOCIOTHERQ_FN AOCIPENQ_FN AOCISECGLQ_FN AOL2Q_FN AOLOCHY_FN1 AOQ_FN1 AOTQ_FN1 APALCHY_FN1 APCHY_FN1 APOQ_FN1 AQAQ_FN AQAY_FN AQCY_FN1 AQDQ_FN AQDY_FN AQEPSQ_FN AQEPSY_FN AQPL1Q_FN AQPQ_FN AQPY_FN ARCED12_FN ARCEDQ_FN ARCEDY_FN ARCEEPS12_FN ARCEEPSQ_FN ARCEEPSY_FN ARCEQ_FN ARCEY_FN ASDISY_FN1 ATOCHY_FN1 ATQ_FN1 AUL3Q_FN AUTXRQ_FN1 AUTXRY_FN1 BCEFQ_FN1 BCEFY_FN1 BCTQ_FN1 BCTY_FN1 BDIQ_FN1 BDIY_FN1 CAPCSTQ_FN1 CAPCSTY_FN1 CAPFLY_FN1 CAPR1Q_FN1 CAPR2Q_FN1 CAPR3Q_FN1 CAPRTQ_FN CAPXFIY_FN1 CAQ_FN1 CDVCY_FN CEQQ_FN1 CFBDQ_FN1 CFBDY_FN1 CFEREQ_FN1 CFEREY_FN1 CFLAOTHY_FN1 CFOQ_FN1 CFOY_FN1 CFPDOQ_FN1 CFPDOY_FN1 CHENFDY_FN1 CHEQ_FN1 CHQ_FN1 CHSQ_FN1 CIBEGNIQ_FN CIBEGNIY_FN CICURRQ_FN CICURRY_FN CIDERGLQ_FN CIDERGLY_FN CIMIIQ_FN CIMIIY_FN CIOTHERQ_FN CIOTHERY_FN CIPENQ_FN CIPENY_FN CIQ_FN CISECGLQ_FN CISECGLY_FN CITOTALQ_FN CITOTALY_FN CIY_FN CLTQ_FN1 CSH12Q_FN CSHFDQ_FN CSHFDY_FN CSHIQ_FN CSHOPQ_FN CSHOQ_FN CSHPRQ_FN CSHPRY_FN CSTKCVQ_FN CSTKEQ_FN CSTKEY_FN DCOMQ_FN DCSFDY_FN1 DCUFDY_FN1 DD1Q_FN DEPCY_FN DFPACQ_FN1 DFXAQ_FN1 DFXAY_FN1 DILADQ_FN DILADY_FN DILAVQ_FN DILAVY_FN DISPOCHY_FN1 DISPOCHY_FN2 DITQ_FN1 DITY_FN1 DLTISY_FN1 DLTRY_FN1 DOCY_FN1 DOQ_FN DOY_FN DPACREQ_FN DPRETQ_FN DPRETY_FN DPTBQ_FN1 DRCQ_FN DRLTQ_FN DTEAQ_FN DTEAY_FN DTEDQ_FN DTEDY_FN DTEEPSQ_FN DTEEPSY_FN DTEPQ_FN DTEPY_FN DVPDPQ_FN1 DVPDPY_FN1 DVPQ_FN DVPY_FN DVRECY_FN1 DVTQ_FN1 DVTY_FN1 DVY_FN1 EIEACY_FN1 EPSF12_FN EPSFIQ_FN EPSFIY_FN EPSFXQ_FN EPSFXY_FN EPSPIQ_FN EPSPIY_FN EPSPXQ_FN EPSPXY_FN EPSX12_FN EQDIVPY_FN1 EQRTQ_FN1 EROQ_FN1 ESOPCTQ_FN ESOPNRQ_FN ESOPRQ_FN ESOPTQ_FN ESUBCY_FN ESUBQ_FN1 ESUBY_FN1 EXRESY_FN1 EXREUY_FN1 EXREY_FN1 FCAQ_FN1 FCAY_FN1 FEAQ_FN1 FELQ_FN1 FFOQ_FN FFOY_FN FIAOY_FN1 FINCFY_FN1 FINVAOY_FN1 FOPOXY_FN FOPOY_FN1 FOPTY_FN FSRCOPOY_FN1 FSRCOPTY_FN1 FSRCOY_FN1 FSRCTY_FN1 FUSEOY_FN1 FUSETY_FN1 GDWLAMQ_FN1 GDWLAMY_FN1 GDWLIA12_FN GDWLIAQ_FN GDWLIAY_FN GDWLID12_FN GDWLIDQ_FN GDWLIDY_FN GDWLIEPS12_FN GDWLIEPSQ_FN GDWLIEPSY_FN GDWLIPQ_FN GDWLIPY_FN GDWLQ_FN1 GLAQ_FN GLAY_FN GLCEA12_FN GLCEAQ_FN GLCEAY_FN GLCED12_FN GLCEDQ_FN GLCEDY_FN GLCEEPS12_FN GLCEEPSQ_FN GLCEEPSY_FN GLCEPQ_FN GLCEPY_FN GLDQ_FN GLDY_FN GLEPSQ_FN GLEPSY_FN GLPQ_FN GLPY_FN GPQ_FN1 GPY_FN1 HEDGEGLQ_FN HEDGEGLY_FN IBADJ12_FN IBADJQ_FN IBADJY_FN IBCOMQ_FN IBCOMY_FN IBKIQ_FN1 IBKIY_FN1 IBMIIQ_FN1 IBMIIY_FN1 ICAPTQ_FN IITQ_FN1 IITY_FN1 INTACCQ_FN INTANOQ_FN INTCQ_FN1 INTCY_FN1 INTFACTY_FN1 INTFLY_FN1 INTIACTY_FN1 INTOACTY_FN1 INTPNY_FN INVCHY_FN1 INVDSPY_FN2 INVFGQ_FN INVOQ_FN INVRMQ_FN INVSVCY_FN1 INVSVCY_FN2 INVTQ_FN1 INVWIPQ_FN IOBDQ_FN1 IOBDY_FN1 IOIQ_FN1 IOIY_FN1 IOREQ_FN1 IOREY_FN1 ISGTQ_FN1 ISGTY_FN1 ITCCY_FN IVACOY_FN1 IVAEQQ_FN1 IVAOQ_FN1 IVCHY_FN2 IVCHY_FN3 IVLTQ_FN IVNCFY_FN1 IVPTQ_FN1 IVSTCHY_FN1 IVSTQ_FN1 IVTFSQ_FN1 LCABGQ_FN1 LCOQ_FN1 LCOXQ_FN1 LCTQ_FN1 LIQRESNY_FN1 LIQRESOY_FN1 LLTQ_FN1 LNDEPY_FN1 LNMDY_FN1 LNOQ_FN LOL2Q_FN LOQ_FN1 LOXDRQ_FN LQPL1Q_FN LSEQ_FN1 LSQ_FN1 LTDCHY_FN1 LTDLCHY_FN1 LTLOY_FN1 LTMIBQ_FN1 LTQ_FN1 LUL3Q_FN MIBNQ_FN1 MIBTQ_FN1 MICY_FN1 MISEQY_FN1 MSAQ_FN MTLQ_FN1 NCFLIQY_FN1 NCOQ_FN NCOY_FN NEQMIY_FN1 NIITQ_FN NIITY_FN NIMQ_FN NIMY_FN NIQ_FN NITQ_FN1 NITY_FN1 NIY_FN1 NOASUBY_FN1 NOPIOQ_FN1 NOPIOY_FN1 NOPIQ_FN1 NOPIY_FN1 NPATQ_FN NPQ_FN NRTXTDQ_FN NRTXTDY_FN NRTXTEPSQ_FN NRTXTEPSY_FN NRTXTQ_FN NRTXTY_FN OANCFCY_FN1 OANCFDY_FN1 OANCFY_FN1 OBKQ_FN OEPF12_FN OEPS12_FN OEPSXQ_FN OEPSXY_FN OIADPQ_FN1 OIADPY_FN1 OIBDPQ_FN1 OIBDPY_FN1 OPEPSQ_FN OPEPSY_FN OPROQ_FN1 OPROY_FN1 OPTDRQ_FN OPTDRY_FN OPTFVGRQ_FN OPTFVGRY_FN OPTLIFEQ_FN OPTLIFEY_FN OPTRFRQ_FN OPTRFRY_FN OPTVOLQ_FN OPTVOLY_FN PDVCY_FN PIQ_FN1 PIY_FN1 PLIACHY_FN1 PLLQ_FN PLLY_FN PNC12_FN PNCD12_FN PNCDQ_FN PNCDY_FN PNCEPS12_FN PNCEPSQ_FN PNCEPSY_FN PNCIAPQ_FN PNCIAPY_FN PNCIAQ_FN PNCIAY_FN PNCIDPQ_FN PNCIDPY_FN PNCIDQ_FN PNCIDY_FN PNCIEPSPQ_FN PNCIEPSPY_FN PNCIEPSQ_FN PNCIEPSY_FN PNCIPPQ_FN PNCIPPY_FN PNCIPQ_FN PNCIPY_FN PNCPD12_FN PNCPDQ_FN PNCPDY_FN PNCPEPS12_FN PNCPEPSQ_FN PNCPEPSY_FN PNCPQ_FN PNCPY_FN PNCQ_FN PNCWIAPQ_FN PNCWIAPY_FN PNCWIAQ_FN PNCWIAY_FN PNCWIDPQ_FN PNCWIDPY_FN PNCWIDQ_FN PNCWIDY_FN PNCWIEPQ_FN PNCWIEPSQ_FN PNCWIEPSY_FN PNCWIEPY_FN PNCWIPPQ_FN PNCWIPPY_FN PNCWIPQ_FN PNCWIPY_FN PNCY_FN PNRSHOQ_FN PPEGTQ_FN PRCAQ_FN PRCAY_FN PRCD12_FN PRCDQ_FN PRCDY_FN PRCE12_FN PRCEPS12_FN PRCEPSQ_FN PRCEPSY_FN PRCPD12_FN PRCPDQ_FN PRCPDY_FN PRCPEPS12_FN PRCPEPSQ_FN PRCPEPSY_FN PRCPQ_FN PRCPY_FN PRCQ_FN1 PRCRAQ_FN PROSAIY_FN1 PRSHOQ_FN PRSTKCCY_FN PRSTKPCY_FN PRVY_FN1 PRVY_FN2 PRVY_FN3 PSTKNQ_FN PSTKQ_FN1 PSTKRQ_FN PTRANQ_FN1 PTRANY_FN1 PVOQ_FN1 PVOY_FN1 PVTQ_FN1 RATIQ_FN1 RCAQ_FN RCAY_FN RCDQ_FN RCDY_FN RCEPSQ_FN RCEPSY_FN RCPQ_FN RCPY_FN RDIPAQ_FN RDIPAY_FN RDIPDQ_FN RDIPDY_FN RDIPEPSQ_FN RDIPEPSY_FN RDIPQ_FN RDIPY_FN RECCHY_FN1 RECCOQ_FN1 RECDQ_FN RECTAQ_FN RECTOQ_FN RECTRQ_FN1 RECUBQ_FN REITQ_FN1 REITY_FN1 REQ_FN1 RETQ_FN REUNAQ_FN RISQ_FN1 RISY_FN1 RLLQ_FN RLTQ_FN1 RRA12_FN RRAQ_FN RRAY_FN RRD12_FN RRDQ_FN RRDY_FN RREPS12_FN RREPSQ_FN RREPSY_FN RRPQ_FN RRPY_FN RVLRVQ_FN1 RVTIQ_FN1 RVUTXQ_FN1 RVY_FN1 SAAQ_FN1 SALQ_FN1 SBDCQ_FN1 SCOQ_FN1 SCQ_FN1 SCSTKCY_FN SCTQ_FN1 SEQOQ_FN SEQQ_FN1 SETA12_FN SETAQ_FN SETAY_FN SETD12_FN SETDQ_FN SETDY_FN SETEPS12_FN SETEPSQ_FN SETEPSY_FN SETPQ_FN SETPY_FN SHRCAPY_FN1 SPCE12_FN SPCED12_FN SPCEDPQ_FN SPCEDPY_FN SPCEDQ_FN SPCEDY_FN SPCEEPS12_FN SPCEEPSP12_FN SPCEEPSPQ_FN SPCEEPSPY_FN SPCEEPSQ_FN SPCEEPSY_FN SPCEP12_FN SPCEPD12_FN SPCEPQ_FN SPCEPY_FN SPCEQ_FN SPCEY_FN SPIDQ_FN SPIDY_FN SPIEPSQ_FN SPIEPSY_FN SPIOAQ_FN SPIOAY_FN SPIOPQ_FN SPIOPY_FN SPPCHY_FN1 SPPEY_FN SPPIVY_FN1 SPSTKCY_FN SRETQ_FN SRETY_FN SSNPQ_FN1 STINVY_FN1 STKCHQ_FN1 STKCHY_FN1 STKCOQ_FN STKCOY_FN STKCPAQ_FN STKCPAY_FN TDCY_FN TDSGQ_FN1 TDSGY_FN1 TEQQ_FN1 TFVAQ_FN TFVCEQ_FN TFVCEY_FN TFVLQ_FN TIEQ_FN TIEY_FN TIIQ_FN TIIY_FN TRANSAQ_FN1 TSAFCY_FN TSTKNQ_FN TSTKQ_FN1 TXACHY_FN TXBCOFY_FN TXBCOY_FN TXDBAQ_FN TXDBCAQ_FN TXDBCLQ_FN TXDBQ_FN1 TXDCY_FN1 TXDIQ_FN TXDITCQ_FN TXDIY_FN TXOPY_FN1 TXPDY_FN TXPQ_FN TXWQ_FN TXWY_FN TXY_FN1 UACOQ_FN UAOLOCHY_FN UAOQ_FN UAPTQ_FN UCAPSQ_FN UCCONSQ_FN UCEQQ_FN UDDQ_FN UDFCCY_FN UDMBQ_FN UDOLTQ_FN UDPCOQ_FN UDVPQ_FN UDVPY_FN UFRETSDY_FN UGIQ_FN UGIY_FN UINVQ_FN ULCOQ_FN UNIAMIQ_FN UNIAMIY_FN UNNPQ_FN1 UNOPINCQ_FN UNOPINCY_FN UNWCCY_FN UOISY_FN UOPIQ_FN UPDVPQ_FN UPDVPY_FN UPMCSTKQ_FN UPMPFQ_FN UPMPFSQ_FN UPMSUBPQ_FN UPSTKCQ_FN UPSTKQ_FN UPTACY_FN URECTQ_FN USPIQ_FN USPIY_FN USTDNCY_FN USUBDVPQ_FN USUBDVPY_FN USUBPCVQ_FN UTEMQ_FN UTFDOCY_FN UTFOSCY_FN UTMEY_FN UWKCAPCY_FN WCAPCHCY_FN1 WCAPCHY_FN1 WCAPCY_FN WCAPOPCY_FN1 WCAPQ_FN WCAPSAY_FN1 WCAPSUY_FN1 WCAPSY_FN1 WCAPUY_FN1 WDAQ_FN WDAY_FN WDDQ_FN WDDY_FN WDEPSQ_FN WDEPSY_FN WDPQ_FN WDPY_FN XACCQ_FN XAGTQ_FN1 XAGTY_FN1 XBDTQ_FN1 XBDTY_FN1 XCOMIQ_FN1 XCOMIY_FN1 XCOMQ_FN1 XCOMY_FN1 XDVREQ_FN1 XDVREY_FN1 XIDOCY_FN1 XIDOCY_FN2 XIDOQ_FN XIDOY_FN XIOQ_FN1 XIOY_FN1 XIQ_FN1 XIVIQ_FN1 XIVIY_FN1 XIVREQ_FN1 XIVREY_FN1 XIY_FN1 XOBDQ_FN1 XOBDY_FN1 XOIQ_FN1 XOIY_FN1 XOPROQ_FN1 XOPROY_FN1 XOPT12_FN XOPTD12P_FN XOPTD12_FN XOPTDQPY_FN XOPTDQP_FN XOPTDQ_FN XOPTDY_FN XOPTEPS12_FN XOPTEPSP12_FN XOPTEPSQPY_FN XOPTEPSQP_FN XOPTEPSQ_FN XOPTEPSY_FN XOPTQPY_FN XOPTQP_FN XOPTQ_FN XOPTY_FN XOREQ_FN1 XOREY_FN1 XPPQ_FN1 XRDQ_FN XRDY_FN XRETQ_FN1 XRETY_FN1 XSGAQ_FN1 XSGAY_FN1 XSQ_FN1 XSTOQ_FN1 XSY_FN1 XTQ_FN1 ACCHGQ_DC ACCHGY_DC ACOMINCQ_DC ACOXQ_DC ACQDISOY_DC ACTQ_DC AFUDCCY_DC AFUDCIY_DC ALTOQ_DC AMCY_DC ANCQ_DC ANOQ_DC AOCIDERGLQ_DC AOCIOTHERQ_DC AOCIPENQ_DC AOCISECGLQ_DC AOL2Q_DC AOLOCHY_DC AOTQ_DC AQAQ_DC AQAY_DC AQDQ_DC AQDY_DC AQEPSQ_DC AQEPSY_DC AQPL1Q_DC AQPQ_DC AQPY_DC ARCED12_DC ARCEDQ_DC ARCEDY_DC ARCEEPS12_DC ARCEEPSQ_DC ARCEEPSY_DC ARCEQ_DC ARCEY_DC ATOCHY_DC ATQ_DC AUL3Q_DC AUTXRQ_DC BDIQ_DC BDIY_DC CAPR1Q_DC CAPR2Q_DC CAPR3Q_DC CAPRTQ_DC CAPXFIY_DC CDVCY_DC CFLAOTHY_DC CHECHY_DC CHENFDY_DC CIBEGNIQ_DC CIBEGNIY_DC CICURRQ_DC CICURRY_DC CIDERGLQ_DC CIDERGLY_DC CIMIIQ_DC CIMIIY_DC CIOTHERQ_DC CIOTHERY_DC CIPENQ_DC CIPENY_DC CIQ_DC CISECGLQ_DC CISECGLY_DC CITOTALQ_DC CITOTALY_DC CIY_DC CLTQ_DC CSH12Q_DC CSHFDQ_DC CSHFDY_DC CSHIQ_DC CSHOPQ_DC CSHOQ_DC CSHPRQ_DC CSHPRY_DC CSTKCVQ_DC CSTKEQ_DC CSTKEY_DC DCOMQ_DC DD1Q_DC DEPCY_DC DILADQ_DC DILADY_DC DILAVQ_DC DILAVY_DC DOQ_DC DOY_DC DPACREQ_DC DPACTQ_DC DPRETQ_DC DPRETY_DC DRCQ_DC DRLTQ_DC DTEAQ_DC DTEAY_DC DTEDQ_DC DTEDY_DC DTEEPSQ_DC DTEEPSY_DC DTEPQ_DC DTEPY_DC DVPQ_DC DVPY_DC DVTQ_DC EPSF12_DC EPSFIQ_DC EPSFIY_DC EPSFXQ_DC EPSFXY_DC EPSPIQ_DC EPSPIY_DC EPSPXQ_DC EPSPXY_DC EPSX12_DC ESOPCTQ_DC ESOPNRQ_DC ESOPRQ_DC ESOPTQ_DC ESUBCY_DC FFOQ_DC FFOY_DC FIAOY_DC FINCFY_DC FINVAOY_DC FOPOXY_DC FOPOY_DC FOPTY_DC FSRCOPOY_DC FSRCOPTY_DC FSRCOY_DC FSRCTY_DC FUSEOY_DC FUSETY_DC GDWLIA12_DC GDWLIAQ_DC GDWLIAY_DC GDWLID12_DC GDWLIDQ_DC GDWLIDY_DC GDWLIEPS12_DC GDWLIEPSQ_DC GDWLIEPSY_DC GDWLIPQ_DC GDWLIPY_DC GLAQ_DC GLAY_DC GLCEA12_DC GLCEAQ_DC GLCEAY_DC GLCED12_DC GLCEDQ_DC GLCEDY_DC GLCEEPS12_DC GLCEEPSQ_DC GLCEEPSY_DC GLCEPQ_DC GLCEPY_DC GLDQ_DC GLDY_DC GLEPSQ_DC GLEPSY_DC GLPQ_DC GLPY_DC HEDGEGLQ_DC HEDGEGLY_DC IBADJ12_DC IBADJQ_DC IBADJY_DC 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2fede7c172f6 2024-10-22 22:48:01,945 WARNING  LiteLLM.function_setup: `litellm.set_verbose` is deprecated. Please set `os.environ['LITELLM_LOG'] = 'DEBUG'` for debug logs.
SYNC kwargs[caching]: False; litellm.cache: None; kwargs.get('cache')['no-cache']: False
2fede7c172f6 2024-10-22 22:48:02,127 INFO     httpx._send_single_request: HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 400 Bad Request"

Give Feedback / Get Help: https://github.com/BerriAI/litellm/issues/new
LiteLLM.Info: If you need to debug this error, use `litellm.set_verbose=True'.

Logging Details: logger_fn - None | callable(logger_fn) - False
2fede7c172f6 2024-10-22 22:48:02,131 CRITICAL *excepthook*.<lambda>: Uncaught Exception!
Traceback (most recent call last):
  File "/usr/local/lib/python3.11/site-packages/litellm/llms/openai.py", line 1052, in embedding
    response = openai_client.embeddings.create(**data, timeout=timeout)  # type: ignore
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/resources/embeddings.py", line 124, in create
    return self._post(
           ^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_base_client.py", line 1268, in post
    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))
                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_base_client.py", line 945, in request
    return self._request(
           ^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_base_client.py", line 1049, in _request
    raise self._make_status_error_from_response(err.response) from None
openai.BadRequestError: Error code: 400 - {'error': {'message': "This model's maximum context length is 8192 tokens, however you requested 9281 tokens (9281 in your prompt; 0 for the completion). Please reduce your prompt; or completion length.", 'type': 'invalid_request_error', 'param': None, 'code': None}}

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/usr/local/lib/python3.11/site-packages/litellm/main.py", line 3151, in embedding
    response = openai_chat_completions.embedding(
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/litellm/llms/openai.py", line 1067, in embedding
    raise OpenAIError(status_code=e.status_code, message=str(e))
litellm.llms.openai.OpenAIError: Error code: 400 - {'error': {'message': "This model's maximum context length is 8192 tokens, however you requested 9281 tokens (9281 in your prompt; 0 for the completion). Please reduce your prompt; or completion length.", 'type': 'invalid_request_error', 'param': None, 'code': None}}

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/code/manage.py", line 41, in <module>
    main()
  File "/code/manage.py", line 37, in main
    execute_from_command_line(sys.argv)
  File "/usr/local/lib/python3.11/site-packages/django/core/management/__init__.py", line 442, in execute_from_command_line
    utility.execute()
  File "/usr/local/lib/python3.11/site-packages/django/core/management/__init__.py", line 436, in execute
    self.fetch_command(subcommand).run_from_argv(self.argv)
  File "/usr/local/lib/python3.11/site-packages/django/core/management/base.py", line 412, in run_from_argv
    self.execute(*args, **cmd_options)
  File "/usr/local/lib/python3.11/site-packages/django/core/management/base.py", line 458, in execute
    output = self.handle(*args, **options)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/wagtail_vector_index/management/commands/update_vector_indexes.py", line 42, in handle
    index.rebuild_index()
  File "/usr/local/lib/python3.11/site-packages/wagtail_vector_index/storage/pgvector/provider.py", line 56, in rebuild_index
    self.upsert(documents=self.get_documents())
                          ^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/wagtail_vector_index/storage/models.py", line 331, in get_documents
    all_documents += list(
                     ^^^^^
  File "/usr/local/lib/python3.11/site-packages/wagtail_vector_index/storage/models.py", line 282, in bulk_to_documents
    yield from self.to_documents(object, embedding_backend=embedding_backend)
  File "/usr/local/lib/python3.11/site-packages/wagtail_vector_index/storage/models.py", line 260, in to_documents
    for embedding in self.generate_embeddings(
                     ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/contextlib.py", line 81, in inner
    return func(*args, **kwds)
           ^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/wagtail_vector_index/storage/models.py", line 247, in generate_embeddings
    for idx, returned_embedding in enumerate(embedding_vectors):
  File "/usr/local/lib/python3.11/site-packages/wagtail_vector_index/ai_utils/backends/litellm.py", line 160, in embed
    response = litellm.embedding(model=self.config.model_id, input=inputs, **kwargs)
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/litellm/utils.py", line 945, in wrapper
    raise e
  File "/usr/local/lib/python3.11/site-packages/litellm/utils.py", line 840, in wrapper
    result = original_function(*args, **kwargs)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/litellm/main.py", line 3406, in embedding
    raise exception_type(
          ^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/litellm/utils.py", line 7000, in exception_type
    raise e
  File "/usr/local/lib/python3.11/site-packages/litellm/utils.py", line 5471, in exception_type
    raise ContextWindowExceededError(
litellm.exceptions.ContextWindowExceededError: litellm.BadRequestError: litellm.ContextWindowExceededError: ContextWindowExceededError: OpenAIException - Error code: 400 - {'error': {'message': "This model's maximum context length is 8192 tokens, however you requested 9281 tokens (9281 in your prompt; 0 for the completion). Please reduce your prompt; or completion length.", 'type': 'invalid_request_error', 'param': None, 'code': None}}

Workaround that Worked

Set TOKEN_LIMIT to 5000, lower than what is the default 8192 tokens for text-embedding-3-small

Possible Causes and Discovery

chunk_overlap seems to be hardcoded and doesn't seem to be something the user can override by specifying it in their settings. Further, shouldn't this be calculated based off 10-20% of the chunk_size.

    def _get_text_splitter_class(self, chunk_size: int) -> TextSplitterProtocol:
        length_calculator = NaiveTextSplitterCalculator()
        return LangchainRecursiveCharacterTextSplitter(
            chunk_size=chunk_size,
            chunk_overlap=100,
            length_function=length_calculator.get_splitter_length,
        )

I would like to believe the NaiveTextSplitterCalculator has something to do with the error but haven't had a chance to investigate further.

embedding-fail.html.txt

wagtail / wagtail-vector-index